Train size: 80 Test size: 20
---------RUN 1 ------------
Read 402 sentences from: essays dataset
Read 194 sentences from: hotel dataset
Read 1927 sentences from: news dataset
Read 507 sentences from: var dataset
Read 340 sentences from: web dataset
Read 118 sentences from: wiki dataset
Generate new embeddings files for a dataset
Read file: komninos_english_embeddings.gz
Added words: 31
:: Transform cmv_modes1 dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.86%
:: Create Dev Matrix ::
Unknown-Tokens: 1.08%
:: Create Test Matrix ::
Unknown-Tokens: 0.58%
:: Transform essays dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.29%
:: Create Dev Matrix ::
Unknown-Tokens: 1.37%
:: Create Test Matrix ::
Unknown-Tokens: 0.23%
:: Transform var dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 1.27%
:: Create Dev Matrix ::
Unknown-Tokens: 3.38%
:: Create Test Matrix ::
Unknown-Tokens: 1.03%
:: Transform web dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.59%
:: Create Dev Matrix ::
Unknown-Tokens: 2.44%
:: Create Test Matrix ::
Unknown-Tokens: 0.87%
:: Transform wiki dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 1.09%
:: Create Dev Matrix ::
Unknown-Tokens: 1.31%
:: Create Test Matrix ::
Unknown-Tokens: 0.98%
:: Transform news dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 1.30%
:: Create Dev Matrix ::
Unknown-Tokens: 0.00%
:: Create Test Matrix ::
Unknown-Tokens: 1.27%
:: Transform hotel dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.79%
:: Create Dev Matrix ::
Unknown-Tokens: 0.00%
:: Create Test Matrix ::
Unknown-Tokens: 0.71%
DONE - Embeddings file saved: pkl/cmv_modes1_essays_hotel_news_var_web_wiki_komninos_english_embeddings.pkl
--- cmv_modes1 ---
358 train sentences
3 dev sentences
98 test sentences
--- essays ---
321 train sentences
1 dev sentences
81 test sentences
--- var ---
405 train sentences
1 dev sentences
102 test sentences
--- web ---
272 train sentences
1 dev sentences
68 test sentences
--- wiki ---
94 train sentences
1 dev sentences
24 test sentences
--- news ---
1541 train sentences
1 dev sentences
386 test sentences
--- hotel ---
155 train sentences
1 dev sentences
39 test sentences
LSTM-Size: [100]
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66701100       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
cmv_modes1_hidden_lin_layer (TimeDistrib (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
cmv_modes1_crf (ChainCRF)                (None, None, 25)           675            cmv_modes1_hidden_lin_layer[0][0]         
=============================================================================================================================
Total params: 67,035,680
Trainable params: 334,580
Non-trainable params: 66,701,100
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66701100       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
essays_hidden_lin_layer (TimeDistributed (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
essays_crf (ChainCRF)                    (None, None, 25)           675            essays_hidden_lin_layer[0][0]             
=============================================================================================================================
Total params: 67,035,680
Trainable params: 334,580
Non-trainable params: 66,701,100
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66701100       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
var_hidden_lin_layer (TimeDistributed)   (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
var_crf (ChainCRF)                       (None, None, 25)           675            var_hidden_lin_layer[0][0]                
=============================================================================================================================
Total params: 67,035,680
Trainable params: 334,580
Non-trainable params: 66,701,100
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66701100       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
web_hidden_lin_layer (TimeDistributed)   (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
web_crf (ChainCRF)                       (None, None, 25)           675            web_hidden_lin_layer[0][0]                
=============================================================================================================================
Total params: 67,035,680
Trainable params: 334,580
Non-trainable params: 66,701,100
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66701100       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
wiki_hidden_lin_layer (TimeDistributed)  (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
wiki_crf (ChainCRF)                      (None, None, 25)           675            wiki_hidden_lin_layer[0][0]               
=============================================================================================================================
Total params: 67,035,680
Trainable params: 334,580
Non-trainable params: 66,701,100
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66701100       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
news_hidden_lin_layer (TimeDistributed)  (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
news_crf (ChainCRF)                      (None, None, 25)           675            news_hidden_lin_layer[0][0]               
=============================================================================================================================
Total params: 67,035,680
Trainable params: 334,580
Non-trainable params: 66,701,100
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66701100       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
hotel_hidden_lin_layer (TimeDistributed) (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
hotel_crf (ChainCRF)                     (None, None, 25)           675            hotel_hidden_lin_layer[0][0]              
=============================================================================================================================
Total params: 67,035,680
Trainable params: 334,580
Non-trainable params: 66,701,100
_____________________________________________________________________________________________________________________________

--------- Epoch 1 -----------
948.04 sec for training (948.04 total)
-- cmv_modes1 --
{'C': {'precision': 0.125, 'recall': 0.14285714285714285, 'f1-score': 0.13333333333333333, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.125, 'recall': 0.08333333333333333, 'f1-score': 0.1, 'support': 12}, 'macro avg': {'precision': 0.0625, 'recall': 0.07142857142857142, 'f1-score': 0.06666666666666667, 'support': 12}, 'weighted avg': {'precision': 0.07291666666666667, 'recall': 0.08333333333333333, 'f1-score': 0.07777777777777778, 'support': 12}}
Token level accuracy: 0.4946236559139785
Wrong BIO-Encoding 258/258 labels, 100.00%
{'C': {'precision': 0.125, 'recall': 0.14285714285714285, 'f1-score': 0.13333333333333333, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.125, 'recall': 0.08333333333333333, 'f1-score': 0.1, 'support': 12}, 'macro avg': {'precision': 0.0625, 'recall': 0.07142857142857142, 'f1-score': 0.06666666666666667, 'support': 12}, 'weighted avg': {'precision': 0.07291666666666667, 'recall': 0.08333333333333333, 'f1-score': 0.07777777777777778, 'support': 12}}
Token level accuracy: 0.4946236559139785
Wrong BIO-Encoding 8/8 labels, 100.00%
Dev-Data: Prec: 0.125, Rec: 0.083, F1: 0.1000
{'C': {'precision': 0.016697588126159554, 'recall': 0.02786377708978328, 'f1-score': 0.02088167053364269, 'support': 323}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 520}, 'micro avg': {'precision': 0.016697588126159554, 'recall': 0.010676156583629894, 'f1-score': 0.013024602026049204, 'support': 843}, 'macro avg': {'precision': 0.008348794063079777, 'recall': 0.01393188854489164, 'f1-score': 0.010440835266821345, 'support': 843}, 'weighted avg': {'precision': 0.006397771013937766, 'recall': 0.010676156583629894, 'f1-score': 0.008000924771490616, 'support': 843}}
Token level accuracy: 0.28190750553011984
Wrong BIO-Encoding 16863/16888 labels, 99.85%
{'C': {'precision': 0.016697588126159554, 'recall': 0.02786377708978328, 'f1-score': 0.02088167053364269, 'support': 323}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 520}, 'micro avg': {'precision': 0.016697588126159554, 'recall': 0.010676156583629894, 'f1-score': 0.013024602026049204, 'support': 843}, 'macro avg': {'precision': 0.008348794063079777, 'recall': 0.01393188854489164, 'f1-score': 0.010440835266821345, 'support': 843}, 'weighted avg': {'precision': 0.006397771013937766, 'recall': 0.010676156583629894, 'f1-score': 0.008000924771490616, 'support': 843}}
Token level accuracy: 0.28190750553011984
Wrong BIO-Encoding 514/539 labels, 95.36%
Test-Data: Prec: 0.017, Rec: 0.011, F1: 0.0130

Scores from epoch with best dev-scores:
  Dev-Score: 0.1000
  Test-Score 0.0130

8.28 sec for evaluation

--------- Epoch 2 -----------
810.98 sec for training (1759.03 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.43010752688172044
Wrong BIO-Encoding 160/163 labels, 98.16%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.43010752688172044
Wrong BIO-Encoding 5/8 labels, 62.50%
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.028720626631853787, 'recall': 0.034055727554179564, 'f1-score': 0.031161473087818702, 'support': 323}, 'P': {'precision': 0.008620689655172414, 'recall': 0.0019230769230769232, 'f1-score': 0.0031446540880503146, 'support': 520}, 'micro avg': {'precision': 0.02404809619238477, 'recall': 0.014234875444839857, 'f1-score': 0.01788375558867362, 'support': 843}, 'macro avg': {'precision': 0.0186706581435131, 'recall': 0.017989402238628244, 'f1-score': 0.01715306358793451, 'support': 843}, 'weighted avg': {'precision': 0.0163220889949922, 'recall': 0.014234875444839857, 'f1-score': 0.013879449505517918, 'support': 843}}
Token level accuracy: 0.4292401872524307
Wrong BIO-Encoding 9928/10177 labels, 97.55%
{'C': {'precision': 0.028720626631853787, 'recall': 0.034055727554179564, 'f1-score': 0.031161473087818702, 'support': 323}, 'P': {'precision': 0.008620689655172414, 'recall': 0.0019230769230769232, 'f1-score': 0.0031446540880503146, 'support': 520}, 'micro avg': {'precision': 0.02404809619238477, 'recall': 0.014234875444839857, 'f1-score': 0.01788375558867362, 'support': 843}, 'macro avg': {'precision': 0.0186706581435131, 'recall': 0.017989402238628244, 'f1-score': 0.01715306358793451, 'support': 843}, 'weighted avg': {'precision': 0.0163220889949922, 'recall': 0.014234875444839857, 'f1-score': 0.013879449505517918, 'support': 843}}
Token level accuracy: 0.4292401872524307
Wrong BIO-Encoding 250/499 labels, 50.10%
Test-Data: Prec: 0.040, Rec: 0.012, F1: 0.0183

Scores from epoch with best dev-scores:
  Dev-Score: 0.1000
  Test-Score 0.0130

4.60 sec for evaluation

--------- Epoch 3 -----------
812.08 sec for training (2571.10 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.46236559139784944
Wrong BIO-Encoding 28/37 labels, 75.68%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.46236559139784944
Wrong BIO-Encoding 2/11 labels, 18.18%
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.10508474576271186, 'recall': 0.09597523219814241, 'f1-score': 0.10032362459546926, 'support': 323}, 'P': {'precision': 0.1791044776119403, 'recall': 0.18461538461538463, 'f1-score': 0.18181818181818182, 'support': 520}, 'micro avg': {'precision': 0.15282791817087846, 'recall': 0.1506524317912218, 'f1-score': 0.15173237753882915, 'support': 843}, 'macro avg': {'precision': 0.14209461168732607, 'recall': 0.14029530840676352, 'f1-score': 0.14107090320682553, 'support': 843}, 'weighted avg': {'precision': 0.15074341784052772, 'recall': 0.1506524317912218, 'f1-score': 0.15059310236036905, 'support': 843}}
Token level accuracy: 0.5445753382375637
Wrong BIO-Encoding 1888/2630 labels, 71.79%
{'C': {'precision': 0.10508474576271186, 'recall': 0.09597523219814241, 'f1-score': 0.10032362459546926, 'support': 323}, 'P': {'precision': 0.1791044776119403, 'recall': 0.18461538461538463, 'f1-score': 0.18181818181818182, 'support': 520}, 'micro avg': {'precision': 0.15282791817087846, 'recall': 0.1506524317912218, 'f1-score': 0.15173237753882915, 'support': 843}, 'macro avg': {'precision': 0.14209461168732607, 'recall': 0.14029530840676352, 'f1-score': 0.14107090320682553, 'support': 843}, 'weighted avg': {'precision': 0.15074341784052772, 'recall': 0.1506524317912218, 'f1-score': 0.15059310236036905, 'support': 843}}
Token level accuracy: 0.5445753382375637
Wrong BIO-Encoding 89/831 labels, 10.71%
Test-Data: Prec: 0.171, Rec: 0.151, F1: 0.1603

Scores from epoch with best dev-scores:
  Dev-Score: 0.1000
  Test-Score 0.0130

4.61 sec for evaluation

--------- Epoch 4 -----------
811.11 sec for training (3382.21 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.4336917562724014
Wrong BIO-Encoding 29/39 labels, 74.36%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.4336917562724014
Wrong BIO-Encoding 2/12 labels, 16.67%
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.09142857142857143, 'recall': 0.04953560371517028, 'f1-score': 0.06425702811244981, 'support': 323}, 'P': {'precision': 0.17221135029354206, 'recall': 0.16923076923076924, 'f1-score': 0.17070805043646944, 'support': 520}, 'micro avg': {'precision': 0.15160349854227406, 'recall': 0.12336892052194544, 'f1-score': 0.13603662524525834, 'support': 843}, 'macro avg': {'precision': 0.13181996086105674, 'recall': 0.10938318647296977, 'f1-score': 0.11748253927445962, 'support': 843}, 'weighted avg': {'precision': 0.1412589925552437, 'recall': 0.12336892052194544, 'f1-score': 0.12992076667530889, 'support': 843}}
Token level accuracy: 0.567210247440712
Wrong BIO-Encoding 1601/2233 labels, 71.70%
{'C': {'precision': 0.09142857142857143, 'recall': 0.04953560371517028, 'f1-score': 0.06425702811244981, 'support': 323}, 'P': {'precision': 0.17221135029354206, 'recall': 0.16923076923076924, 'f1-score': 0.17070805043646944, 'support': 520}, 'micro avg': {'precision': 0.15160349854227406, 'recall': 0.12336892052194544, 'f1-score': 0.13603662524525834, 'support': 843}, 'macro avg': {'precision': 0.13181996086105674, 'recall': 0.10938318647296977, 'f1-score': 0.11748253927445962, 'support': 843}, 'weighted avg': {'precision': 0.1412589925552437, 'recall': 0.12336892052194544, 'f1-score': 0.12992076667530889, 'support': 843}}
Token level accuracy: 0.567210247440712
Wrong BIO-Encoding 54/686 labels, 7.87%
Test-Data: Prec: 0.165, Rec: 0.123, F1: 0.1410

Scores from epoch with best dev-scores:
  Dev-Score: 0.1000
  Test-Score 0.0130

4.60 sec for evaluation

--------- Epoch 5 -----------
808.83 sec for training (4191.04 total)
-- cmv_modes1 --
{'C': {'precision': 0.14285714285714285, 'recall': 0.14285714285714285, 'f1-score': 0.14285714285714285, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.1, 'recall': 0.08333333333333333, 'f1-score': 0.0909090909090909, 'support': 12}, 'macro avg': {'precision': 0.07142857142857142, 'recall': 0.07142857142857142, 'f1-score': 0.07142857142857142, 'support': 12}, 'weighted avg': {'precision': 0.08333333333333333, 'recall': 0.08333333333333333, 'f1-score': 0.08333333333333333, 'support': 12}}
Token level accuracy: 0.5376344086021505
Wrong BIO-Encoding 31/39 labels, 79.49%
{'C': {'precision': 0.14285714285714285, 'recall': 0.14285714285714285, 'f1-score': 0.14285714285714285, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.1, 'recall': 0.08333333333333333, 'f1-score': 0.0909090909090909, 'support': 12}, 'macro avg': {'precision': 0.07142857142857142, 'recall': 0.07142857142857142, 'f1-score': 0.07142857142857142, 'support': 12}, 'weighted avg': {'precision': 0.08333333333333333, 'recall': 0.08333333333333333, 'f1-score': 0.08333333333333333, 'support': 12}}
Token level accuracy: 0.5376344086021505
Wrong BIO-Encoding 2/10 labels, 20.00%
Dev-Data: Prec: 0.125, Rec: 0.083, F1: 0.1000
{'C': {'precision': 0.11986301369863013, 'recall': 0.10835913312693499, 'f1-score': 0.11382113821138211, 'support': 323}, 'P': {'precision': 0.20773930753564154, 'recall': 0.19615384615384615, 'f1-score': 0.20178041543026706, 'support': 520}, 'micro avg': {'precision': 0.17496807151979565, 'recall': 0.16251482799525505, 'f1-score': 0.16851168511685116, 'support': 843}, 'macro avg': {'precision': 0.16380116061713584, 'recall': 0.15225648964039057, 'f1-score': 0.15780077682082458, 'support': 843}, 'weighted avg': {'precision': 0.17406903124933706, 'recall': 0.16251482799525505, 'f1-score': 0.16807834361330404, 'support': 843}}
Token level accuracy: 0.5441123514584083
Wrong BIO-Encoding 614/1366 labels, 44.95%
{'C': {'precision': 0.11986301369863013, 'recall': 0.10835913312693499, 'f1-score': 0.11382113821138211, 'support': 323}, 'P': {'precision': 0.20773930753564154, 'recall': 0.19615384615384615, 'f1-score': 0.20178041543026706, 'support': 520}, 'micro avg': {'precision': 0.17496807151979565, 'recall': 0.16251482799525505, 'f1-score': 0.16851168511685116, 'support': 843}, 'macro avg': {'precision': 0.16380116061713584, 'recall': 0.15225648964039057, 'f1-score': 0.15780077682082458, 'support': 843}, 'weighted avg': {'precision': 0.17406903124933706, 'recall': 0.16251482799525505, 'f1-score': 0.16807834361330404, 'support': 843}}
Token level accuracy: 0.5441123514584083
Wrong BIO-Encoding 31/783 labels, 3.96%
Test-Data: Prec: 0.182, Rec: 0.163, F1: 0.1718

Scores from epoch with best dev-scores:
  Dev-Score: 0.1000
  Test-Score 0.0130

4.66 sec for evaluation

--------- Epoch 6 -----------
808.73 sec for training (4999.77 total)
-- cmv_modes1 --
{'C': {'precision': 0.1111111111111111, 'recall': 0.14285714285714285, 'f1-score': 0.125, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.1111111111111111, 'recall': 0.08333333333333333, 'f1-score': 0.09523809523809525, 'support': 12}, 'macro avg': {'precision': 0.05555555555555555, 'recall': 0.07142857142857142, 'f1-score': 0.0625, 'support': 12}, 'weighted avg': {'precision': 0.06481481481481481, 'recall': 0.08333333333333333, 'f1-score': 0.07291666666666667, 'support': 12}}
Token level accuracy: 0.4731182795698925
{'C': {'precision': 0.1111111111111111, 'recall': 0.14285714285714285, 'f1-score': 0.125, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.1111111111111111, 'recall': 0.08333333333333333, 'f1-score': 0.09523809523809525, 'support': 12}, 'macro avg': {'precision': 0.05555555555555555, 'recall': 0.07142857142857142, 'f1-score': 0.0625, 'support': 12}, 'weighted avg': {'precision': 0.06481481481481481, 'recall': 0.08333333333333333, 'f1-score': 0.07291666666666667, 'support': 12}}
Token level accuracy: 0.4731182795698925
Dev-Data: Prec: 0.111, Rec: 0.083, F1: 0.0952
{'C': {'precision': 0.0729483282674772, 'recall': 0.14860681114551083, 'f1-score': 0.09785932721712538, 'support': 323}, 'P': {'precision': 0.2426470588235294, 'recall': 0.06346153846153846, 'f1-score': 0.10060975609756097, 'support': 520}, 'micro avg': {'precision': 0.10201511335012595, 'recall': 0.09608540925266904, 'f1-score': 0.09896151496640195, 'support': 843}, 'macro avg': {'precision': 0.1577976935455033, 'recall': 0.10603417480352464, 'f1-score': 0.09923454165734318, 'support': 843}, 'weighted avg': {'precision': 0.17762607428070037, 'recall': 0.09608540925266904, 'f1-score': 0.09955591442688398, 'support': 843}}
Token level accuracy: 0.3955450383250167
Wrong BIO-Encoding 358/1128 labels, 31.74%
{'C': {'precision': 0.0729483282674772, 'recall': 0.14860681114551083, 'f1-score': 0.09785932721712538, 'support': 323}, 'P': {'precision': 0.2426470588235294, 'recall': 0.06346153846153846, 'f1-score': 0.10060975609756097, 'support': 520}, 'micro avg': {'precision': 0.10201511335012595, 'recall': 0.09608540925266904, 'f1-score': 0.09896151496640195, 'support': 843}, 'macro avg': {'precision': 0.1577976935455033, 'recall': 0.10603417480352464, 'f1-score': 0.09923454165734318, 'support': 843}, 'weighted avg': {'precision': 0.17762607428070037, 'recall': 0.09608540925266904, 'f1-score': 0.09955591442688398, 'support': 843}}
Token level accuracy: 0.3955450383250167
Wrong BIO-Encoding 24/794 labels, 3.02%
Test-Data: Prec: 0.105, Rec: 0.096, F1: 0.1004

Scores from epoch with best dev-scores:
  Dev-Score: 0.1000
  Test-Score 0.0130

4.66 sec for evaluation

--------- Epoch 7 -----------
814.17 sec for training (5813.93 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.6021505376344086
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.6021505376344086
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.20224719101123595, 'recall': 0.11145510835913312, 'f1-score': 0.14371257485029937, 'support': 323}, 'P': {'precision': 0.24507658643326038, 'recall': 0.2153846153846154, 'f1-score': 0.22927328556806553, 'support': 520}, 'micro avg': {'precision': 0.23307086614173228, 'recall': 0.17556346381969157, 'f1-score': 0.20027063599458728, 'support': 843}, 'macro avg': {'precision': 0.22366188872224818, 'recall': 0.16341986187187427, 'f1-score': 0.18649293020918245, 'support': 843}, 'weighted avg': {'precision': 0.22866627241034948, 'recall': 0.17556346381969157, 'f1-score': 0.19649023745200567, 'support': 843}}
Token level accuracy: 0.5837748855393796
Wrong BIO-Encoding 770/1379 labels, 55.84%
{'C': {'precision': 0.20224719101123595, 'recall': 0.11145510835913312, 'f1-score': 0.14371257485029937, 'support': 323}, 'P': {'precision': 0.24507658643326038, 'recall': 0.2153846153846154, 'f1-score': 0.22927328556806553, 'support': 520}, 'micro avg': {'precision': 0.23307086614173228, 'recall': 0.17556346381969157, 'f1-score': 0.20027063599458728, 'support': 843}, 'macro avg': {'precision': 0.22366188872224818, 'recall': 0.16341986187187427, 'f1-score': 0.18649293020918245, 'support': 843}, 'weighted avg': {'precision': 0.22866627241034948, 'recall': 0.17556346381969157, 'f1-score': 0.19649023745200567, 'support': 843}}
Token level accuracy: 0.5837748855393796
Wrong BIO-Encoding 26/635 labels, 4.09%
Test-Data: Prec: 0.243, Rec: 0.176, F1: 0.2039

Scores from epoch with best dev-scores:
  Dev-Score: 0.1000
  Test-Score 0.0130

4.22 sec for evaluation

--------- Epoch 8 -----------
809.98 sec for training (6623.92 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.6953405017921147
Wrong BIO-Encoding 17/24 labels, 70.83%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.6953405017921147
Wrong BIO-Encoding 1/8 labels, 12.50%
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.13, 'recall': 0.12074303405572756, 'f1-score': 0.12520064205457465, 'support': 323}, 'P': {'precision': 0.24629080118694363, 'recall': 0.1596153846153846, 'f1-score': 0.19369894982497082, 'support': 520}, 'micro avg': {'precision': 0.19152276295133439, 'recall': 0.14472123368920523, 'f1-score': 0.16486486486486487, 'support': 843}, 'macro avg': {'precision': 0.18814540059347182, 'recall': 0.14017920933555608, 'f1-score': 0.15944979593977274, 'support': 843}, 'weighted avg': {'precision': 0.20173335304532705, 'recall': 0.14472123368920523, 'f1-score': 0.16745345349064347, 'support': 843}}
Token level accuracy: 0.5444724522866402
Wrong BIO-Encoding 859/1452 labels, 59.16%
{'C': {'precision': 0.13, 'recall': 0.12074303405572756, 'f1-score': 0.12520064205457465, 'support': 323}, 'P': {'precision': 0.24629080118694363, 'recall': 0.1596153846153846, 'f1-score': 0.19369894982497082, 'support': 520}, 'micro avg': {'precision': 0.19152276295133439, 'recall': 0.14472123368920523, 'f1-score': 0.16486486486486487, 'support': 843}, 'macro avg': {'precision': 0.18814540059347182, 'recall': 0.14017920933555608, 'f1-score': 0.15944979593977274, 'support': 843}, 'weighted avg': {'precision': 0.20173335304532705, 'recall': 0.14472123368920523, 'f1-score': 0.16745345349064347, 'support': 843}}
Token level accuracy: 0.5444724522866402
Wrong BIO-Encoding 44/637 labels, 6.91%
Test-Data: Prec: 0.206, Rec: 0.145, F1: 0.1699

Scores from epoch with best dev-scores:
  Dev-Score: 0.1000
  Test-Score 0.0130

4.55 sec for evaluation

--------- Epoch 9 -----------
811.59 sec for training (7435.51 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.5985663082437276
Wrong BIO-Encoding 26/32 labels, 81.25%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.5985663082437276
Wrong BIO-Encoding 1/7 labels, 14.29%
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.1282051282051282, 'recall': 0.030959752321981424, 'f1-score': 0.04987531172069826, 'support': 323}, 'P': {'precision': 0.23076923076923078, 'recall': 0.25384615384615383, 'f1-score': 0.24175824175824176, 'support': 520}, 'micro avg': {'precision': 0.21846153846153846, 'recall': 0.16844602609727166, 'f1-score': 0.19022103148024114, 'support': 843}, 'macro avg': {'precision': 0.1794871794871795, 'recall': 0.14240295308406764, 'f1-score': 0.14581677673947002, 'support': 843}, 'weighted avg': {'precision': 0.19147124129330534, 'recall': 0.16844602609727166, 'f1-score': 0.16823726144729684, 'support': 843}}
Token level accuracy: 0.5851638458768456
Wrong BIO-Encoding 1044/1665 labels, 62.70%
{'C': {'precision': 0.1282051282051282, 'recall': 0.030959752321981424, 'f1-score': 0.04987531172069826, 'support': 323}, 'P': {'precision': 0.23076923076923078, 'recall': 0.25384615384615383, 'f1-score': 0.24175824175824176, 'support': 520}, 'micro avg': {'precision': 0.21846153846153846, 'recall': 0.16844602609727166, 'f1-score': 0.19022103148024114, 'support': 843}, 'macro avg': {'precision': 0.1794871794871795, 'recall': 0.14240295308406764, 'f1-score': 0.14581677673947002, 'support': 843}, 'weighted avg': {'precision': 0.19147124129330534, 'recall': 0.16844602609727166, 'f1-score': 0.16823726144729684, 'support': 843}}
Token level accuracy: 0.5851638458768456
Wrong BIO-Encoding 29/650 labels, 4.46%
Test-Data: Prec: 0.229, Rec: 0.168, F1: 0.1940

Scores from epoch with best dev-scores:
  Dev-Score: 0.1000
  Test-Score 0.0130

4.64 sec for evaluation

--------- Epoch 10 -----------
810.47 sec for training (8245.97 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.5125448028673835
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.5125448028673835
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.11198738170347003, 'recall': 0.21981424148606812, 'f1-score': 0.14838035527690702, 'support': 323}, 'P': {'precision': 0.3, 'recall': 0.075, 'f1-score': 0.12, 'support': 520}, 'micro avg': {'precision': 0.14397905759162305, 'recall': 0.13048635824436536, 'f1-score': 0.13690105787181084, 'support': 843}, 'macro avg': {'precision': 0.20599369085173502, 'recall': 0.14740712074303405, 'f1-score': 0.1341901776384535, 'support': 843}, 'weighted avg': {'precision': 0.22796195052220738, 'recall': 0.13048635824436536, 'f1-score': 0.13087408630420044, 'support': 843}}
Token level accuracy: 0.4388600236637687
Wrong BIO-Encoding 203/959 labels, 21.17%
{'C': {'precision': 0.11198738170347003, 'recall': 0.21981424148606812, 'f1-score': 0.14838035527690702, 'support': 323}, 'P': {'precision': 0.3, 'recall': 0.075, 'f1-score': 0.12, 'support': 520}, 'micro avg': {'precision': 0.14397905759162305, 'recall': 0.13048635824436536, 'f1-score': 0.13690105787181084, 'support': 843}, 'macro avg': {'precision': 0.20599369085173502, 'recall': 0.14740712074303405, 'f1-score': 0.1341901776384535, 'support': 843}, 'weighted avg': {'precision': 0.22796195052220738, 'recall': 0.13048635824436536, 'f1-score': 0.13087408630420044, 'support': 843}}
Token level accuracy: 0.4388600236637687
Wrong BIO-Encoding 8/764 labels, 1.05%
Test-Data: Prec: 0.146, Rec: 0.130, F1: 0.1376

Scores from epoch with best dev-scores:
  Dev-Score: 0.1000
  Test-Score 0.0130

4.44 sec for evaluation

--------- Epoch 11 -----------
809.27 sec for training (9055.24 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.7311827956989247
Wrong BIO-Encoding 17/25 labels, 68.00%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.7311827956989247
Wrong BIO-Encoding 1/9 labels, 11.11%
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.14138817480719795, 'recall': 0.17027863777089783, 'f1-score': 0.1544943820224719, 'support': 323}, 'P': {'precision': 0.2967741935483871, 'recall': 0.17692307692307693, 'f1-score': 0.22168674698795182, 'support': 520}, 'micro avg': {'precision': 0.21030042918454936, 'recall': 0.17437722419928825, 'f1-score': 0.19066147859922178, 'support': 843}, 'macro avg': {'precision': 0.21908118417779252, 'recall': 0.17360085734698738, 'f1-score': 0.18809056450521186, 'support': 843}, 'weighted avg': {'precision': 0.23723720178871438, 'recall': 0.17437722419928825, 'f1-score': 0.19594162968801113, 'support': 843}}
Token level accuracy: 0.5734862904470395
Wrong BIO-Encoding 349/1029 labels, 33.92%
{'C': {'precision': 0.14138817480719795, 'recall': 0.17027863777089783, 'f1-score': 0.1544943820224719, 'support': 323}, 'P': {'precision': 0.2967741935483871, 'recall': 0.17692307692307693, 'f1-score': 0.22168674698795182, 'support': 520}, 'micro avg': {'precision': 0.21030042918454936, 'recall': 0.17437722419928825, 'f1-score': 0.19066147859922178, 'support': 843}, 'macro avg': {'precision': 0.21908118417779252, 'recall': 0.17360085734698738, 'f1-score': 0.18809056450521186, 'support': 843}, 'weighted avg': {'precision': 0.23723720178871438, 'recall': 0.17437722419928825, 'f1-score': 0.19594162968801113, 'support': 843}}
Token level accuracy: 0.5734862904470395
Wrong BIO-Encoding 19/699 labels, 2.72%
Test-Data: Prec: 0.216, Rec: 0.174, F1: 0.1930

Scores from epoch with best dev-scores:
  Dev-Score: 0.1000
  Test-Score 0.0130

4.50 sec for evaluation

--------- Epoch 12 -----------
808.29 sec for training (9863.54 total)
-- cmv_modes1 --
{'C': {'precision': 0.1, 'recall': 0.14285714285714285, 'f1-score': 0.11764705882352941, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.09090909090909091, 'recall': 0.08333333333333333, 'f1-score': 0.08695652173913043, 'support': 12}, 'macro avg': {'precision': 0.05, 'recall': 0.07142857142857142, 'f1-score': 0.058823529411764705, 'support': 12}, 'weighted avg': {'precision': 0.05833333333333334, 'recall': 0.08333333333333333, 'f1-score': 0.06862745098039215, 'support': 12}}
Token level accuracy: 0.6308243727598566
Wrong BIO-Encoding 17/27 labels, 62.96%
{'C': {'precision': 0.1, 'recall': 0.14285714285714285, 'f1-score': 0.11764705882352941, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.09090909090909091, 'recall': 0.08333333333333333, 'f1-score': 0.08695652173913043, 'support': 12}, 'macro avg': {'precision': 0.05, 'recall': 0.07142857142857142, 'f1-score': 0.058823529411764705, 'support': 12}, 'weighted avg': {'precision': 0.05833333333333334, 'recall': 0.08333333333333333, 'f1-score': 0.06862745098039215, 'support': 12}}
Token level accuracy: 0.6308243727598566
Wrong BIO-Encoding 1/11 labels, 9.09%
Dev-Data: Prec: 0.100, Rec: 0.083, F1: 0.0909
{'C': {'precision': 0.14473684210526316, 'recall': 0.2043343653250774, 'f1-score': 0.16944801026957637, 'support': 323}, 'P': {'precision': 0.32452830188679244, 'recall': 0.16538461538461538, 'f1-score': 0.21910828025477708, 'support': 520}, 'micro avg': {'precision': 0.21081830790568654, 'recall': 0.18030842230130487, 'f1-score': 0.19437340153452684, 'support': 843}, 'macro avg': {'precision': 0.2346325719960278, 'recall': 0.1848594903548464, 'f1-score': 0.19427814526217674, 'support': 843}, 'weighted avg': {'precision': 0.25564023366682337, 'recall': 0.18030842230130487, 'f1-score': 0.20008067977408928, 'support': 843}}
Token level accuracy: 0.52389526210196
Wrong BIO-Encoding 385/1095 labels, 35.16%
{'C': {'precision': 0.14473684210526316, 'recall': 0.2043343653250774, 'f1-score': 0.16944801026957637, 'support': 323}, 'P': {'precision': 0.32452830188679244, 'recall': 0.16538461538461538, 'f1-score': 0.21910828025477708, 'support': 520}, 'micro avg': {'precision': 0.21081830790568654, 'recall': 0.18030842230130487, 'f1-score': 0.19437340153452684, 'support': 843}, 'macro avg': {'precision': 0.2346325719960278, 'recall': 0.1848594903548464, 'f1-score': 0.19427814526217674, 'support': 843}, 'weighted avg': {'precision': 0.25564023366682337, 'recall': 0.18030842230130487, 'f1-score': 0.20008067977408928, 'support': 843}}
Token level accuracy: 0.52389526210196
Wrong BIO-Encoding 11/721 labels, 1.53%
Test-Data: Prec: 0.214, Rec: 0.180, F1: 0.1958

Scores from epoch with best dev-scores:
  Dev-Score: 0.1000
  Test-Score 0.0130

4.57 sec for evaluation

--------- Epoch 13 -----------
811.97 sec for training (10675.51 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.6702508960573477
Wrong BIO-Encoding 17/21 labels, 80.95%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.6702508960573477
Wrong BIO-Encoding 1/5 labels, 20.00%
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.15413533834586465, 'recall': 0.12693498452012383, 'f1-score': 0.1392190152801358, 'support': 323}, 'P': {'precision': 0.2543352601156069, 'recall': 0.16923076923076924, 'f1-score': 0.20323325635103925, 'support': 520}, 'micro avg': {'precision': 0.2107843137254902, 'recall': 0.15302491103202848, 'f1-score': 0.177319587628866, 'support': 843}, 'macro avg': {'precision': 0.2042352992307358, 'recall': 0.14808287687544652, 'f1-score': 0.17122613581558754, 'support': 843}, 'weighted avg': {'precision': 0.21594311927144708, 'recall': 0.15302491103202848, 'f1-score': 0.1787058543748805, 'support': 843}}
Token level accuracy: 0.5466330572560317
Wrong BIO-Encoding 264/864 labels, 30.56%
{'C': {'precision': 0.15413533834586465, 'recall': 0.12693498452012383, 'f1-score': 0.1392190152801358, 'support': 323}, 'P': {'precision': 0.2543352601156069, 'recall': 0.16923076923076924, 'f1-score': 0.20323325635103925, 'support': 520}, 'micro avg': {'precision': 0.2107843137254902, 'recall': 0.15302491103202848, 'f1-score': 0.177319587628866, 'support': 843}, 'macro avg': {'precision': 0.2042352992307358, 'recall': 0.14808287687544652, 'f1-score': 0.17122613581558754, 'support': 843}, 'weighted avg': {'precision': 0.21594311927144708, 'recall': 0.15302491103202848, 'f1-score': 0.1787058543748805, 'support': 843}}
Token level accuracy: 0.5466330572560317
Wrong BIO-Encoding 12/612 labels, 1.96%
Test-Data: Prec: 0.215, Rec: 0.153, F1: 0.1788

Scores from epoch with best dev-scores:
  Dev-Score: 0.1000
  Test-Score 0.0130

4.56 sec for evaluation

--------- Epoch 14 -----------
809.01 sec for training (11484.51 total)
-- cmv_modes1 --
{'C': {'precision': 0.25, 'recall': 0.14285714285714285, 'f1-score': 0.18181818181818182, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.16666666666666666, 'recall': 0.08333333333333333, 'f1-score': 0.1111111111111111, 'support': 12}, 'macro avg': {'precision': 0.125, 'recall': 0.07142857142857142, 'f1-score': 0.09090909090909091, 'support': 12}, 'weighted avg': {'precision': 0.14583333333333334, 'recall': 0.08333333333333333, 'f1-score': 0.10606060606060606, 'support': 12}}
Token level accuracy: 0.6989247311827957
Wrong BIO-Encoding 20/25 labels, 80.00%
{'C': {'precision': 0.25, 'recall': 0.14285714285714285, 'f1-score': 0.18181818181818182, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.16666666666666666, 'recall': 0.08333333333333333, 'f1-score': 0.1111111111111111, 'support': 12}, 'macro avg': {'precision': 0.125, 'recall': 0.07142857142857142, 'f1-score': 0.09090909090909091, 'support': 12}, 'weighted avg': {'precision': 0.14583333333333334, 'recall': 0.08333333333333333, 'f1-score': 0.10606060606060606, 'support': 12}}
Token level accuracy: 0.6989247311827957
Wrong BIO-Encoding 1/6 labels, 16.67%
Dev-Data: Prec: 0.200, Rec: 0.083, F1: 0.1176
{'C': {'precision': 0.21323529411764705, 'recall': 0.17956656346749225, 'f1-score': 0.1949579831932773, 'support': 323}, 'P': {'precision': 0.2623318385650224, 'recall': 0.225, 'f1-score': 0.2422360248447205, 'support': 520}, 'micro avg': {'precision': 0.24373259052924792, 'recall': 0.20759193357058126, 'f1-score': 0.2242152466367713, 'support': 843}, 'macro avg': {'precision': 0.23778356634133474, 'recall': 0.20228328173374613, 'f1-score': 0.2185970040189989, 'support': 843}, 'weighted avg': {'precision': 0.2435202325667991, 'recall': 0.20759193357058126, 'f1-score': 0.22412118800792794, 'support': 843}}
Token level accuracy: 0.5778589433612841
Wrong BIO-Encoding 129/842 labels, 15.32%
{'C': {'precision': 0.21323529411764705, 'recall': 0.17956656346749225, 'f1-score': 0.1949579831932773, 'support': 323}, 'P': {'precision': 0.2623318385650224, 'recall': 0.225, 'f1-score': 0.2422360248447205, 'support': 520}, 'micro avg': {'precision': 0.24373259052924792, 'recall': 0.20759193357058126, 'f1-score': 0.2242152466367713, 'support': 843}, 'macro avg': {'precision': 0.23778356634133474, 'recall': 0.20228328173374613, 'f1-score': 0.2185970040189989, 'support': 843}, 'weighted avg': {'precision': 0.2435202325667991, 'recall': 0.20759193357058126, 'f1-score': 0.22412118800792794, 'support': 843}}
Token level accuracy: 0.5778589433612841
Wrong BIO-Encoding 5/718 labels, 0.70%
Test-Data: Prec: 0.245, Rec: 0.208, F1: 0.2249

Scores from epoch with best dev-scores:
  Dev-Score: 0.1176
  Test-Score 0.2249

5.79 sec for evaluation

--------- Epoch 15 -----------
810.44 sec for training (12294.95 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.5878136200716846
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.5878136200716846
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.19548872180451127, 'recall': 0.0804953560371517, 'f1-score': 0.11403508771929825, 'support': 323}, 'P': {'precision': 0.22401847575057737, 'recall': 0.18653846153846154, 'f1-score': 0.20356768100734524, 'support': 520}, 'micro avg': {'precision': 0.21731448763250882, 'recall': 0.14590747330960854, 'f1-score': 0.1745919091554294, 'support': 843}, 'macro avg': {'precision': 0.20975359877754432, 'recall': 0.13351690878780662, 'f1-score': 0.15880138436332175, 'support': 843}, 'weighted avg': {'precision': 0.2130871465399257, 'recall': 0.14590747330960854, 'f1-score': 0.16926278464668193, 'support': 843}}
Token level accuracy: 0.5483821184217295
Wrong BIO-Encoding 134/692 labels, 19.36%
{'C': {'precision': 0.19548872180451127, 'recall': 0.0804953560371517, 'f1-score': 0.11403508771929825, 'support': 323}, 'P': {'precision': 0.22401847575057737, 'recall': 0.18653846153846154, 'f1-score': 0.20356768100734524, 'support': 520}, 'micro avg': {'precision': 0.21731448763250882, 'recall': 0.14590747330960854, 'f1-score': 0.1745919091554294, 'support': 843}, 'macro avg': {'precision': 0.20975359877754432, 'recall': 0.13351690878780662, 'f1-score': 0.15880138436332175, 'support': 843}, 'weighted avg': {'precision': 0.2130871465399257, 'recall': 0.14590747330960854, 'f1-score': 0.16926278464668193, 'support': 843}}
Token level accuracy: 0.5483821184217295
Wrong BIO-Encoding 8/566 labels, 1.41%
Test-Data: Prec: 0.220, Rec: 0.146, F1: 0.1756

Scores from epoch with best dev-scores:
  Dev-Score: 0.1176
  Test-Score 0.2249

4.66 sec for evaluation

--------- Epoch 16 -----------
809.06 sec for training (13104.01 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.6236559139784946
Wrong BIO-Encoding 26/31 labels, 83.87%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.6236559139784946
Wrong BIO-Encoding 1/6 labels, 16.67%
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.1592356687898089, 'recall': 0.15479876160990713, 'f1-score': 0.15698587127158556, 'support': 323}, 'P': {'precision': 0.275974025974026, 'recall': 0.16346153846153846, 'f1-score': 0.20531400966183577, 'support': 520}, 'micro avg': {'precision': 0.2170418006430868, 'recall': 0.1601423487544484, 'f1-score': 0.18430034129692835, 'support': 843}, 'macro avg': {'precision': 0.21760484738191743, 'recall': 0.15913015003572278, 'f1-score': 0.18114994046671068, 'support': 843}, 'weighted avg': {'precision': 0.23124509433641968, 'recall': 0.1601423487544484, 'f1-score': 0.18679682259178734, 'support': 843}}
Token level accuracy: 0.5280107001388961
Wrong BIO-Encoding 100/716 labels, 13.97%
{'C': {'precision': 0.1592356687898089, 'recall': 0.15479876160990713, 'f1-score': 0.15698587127158556, 'support': 323}, 'P': {'precision': 0.275974025974026, 'recall': 0.16346153846153846, 'f1-score': 0.20531400966183577, 'support': 520}, 'micro avg': {'precision': 0.2170418006430868, 'recall': 0.1601423487544484, 'f1-score': 0.18430034129692835, 'support': 843}, 'macro avg': {'precision': 0.21760484738191743, 'recall': 0.15913015003572278, 'f1-score': 0.18114994046671068, 'support': 843}, 'weighted avg': {'precision': 0.23124509433641968, 'recall': 0.1601423487544484, 'f1-score': 0.18679682259178734, 'support': 843}}
Token level accuracy: 0.5280107001388961
Wrong BIO-Encoding 6/622 labels, 0.96%
Test-Data: Prec: 0.219, Rec: 0.160, F1: 0.1851

Scores from epoch with best dev-scores:
  Dev-Score: 0.1176
  Test-Score 0.2249

4.59 sec for evaluation

--------- Epoch 17 -----------
808.15 sec for training (13912.16 total)
-- cmv_modes1 --
{'C': {'precision': 0.1111111111111111, 'recall': 0.14285714285714285, 'f1-score': 0.125, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.1, 'recall': 0.08333333333333333, 'f1-score': 0.0909090909090909, 'support': 12}, 'macro avg': {'precision': 0.05555555555555555, 'recall': 0.07142857142857142, 'f1-score': 0.0625, 'support': 12}, 'weighted avg': {'precision': 0.06481481481481481, 'recall': 0.08333333333333333, 'f1-score': 0.07291666666666667, 'support': 12}}
Token level accuracy: 0.6379928315412187
Wrong BIO-Encoding 23/32 labels, 71.88%
{'C': {'precision': 0.1111111111111111, 'recall': 0.14285714285714285, 'f1-score': 0.125, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.1, 'recall': 0.08333333333333333, 'f1-score': 0.0909090909090909, 'support': 12}, 'macro avg': {'precision': 0.05555555555555555, 'recall': 0.07142857142857142, 'f1-score': 0.0625, 'support': 12}, 'weighted avg': {'precision': 0.06481481481481481, 'recall': 0.08333333333333333, 'f1-score': 0.07291666666666667, 'support': 12}}
Token level accuracy: 0.6379928315412187
Wrong BIO-Encoding 1/10 labels, 10.00%
Dev-Data: Prec: 0.111, Rec: 0.083, F1: 0.0952
{'C': {'precision': 0.14634146341463414, 'recall': 0.22291021671826625, 'f1-score': 0.17668711656441718, 'support': 323}, 'P': {'precision': 0.29296875, 'recall': 0.14423076923076922, 'f1-score': 0.19329896907216496, 'support': 520}, 'micro avg': {'precision': 0.196524064171123, 'recall': 0.17437722419928825, 'f1-score': 0.18478944060339408, 'support': 843}, 'macro avg': {'precision': 0.21965510670731708, 'recall': 0.18357049297451772, 'f1-score': 0.18499304281829107, 'support': 843}, 'weighted avg': {'precision': 0.2367877137401267, 'recall': 0.17437722419928825, 'f1-score': 0.18693404812317027, 'support': 843}}
Token level accuracy: 0.509799886825454
{'C': {'precision': 0.14634146341463414, 'recall': 0.22291021671826625, 'f1-score': 0.17668711656441718, 'support': 323}, 'P': {'precision': 0.29296875, 'recall': 0.14423076923076922, 'f1-score': 0.19329896907216496, 'support': 520}, 'micro avg': {'precision': 0.196524064171123, 'recall': 0.17437722419928825, 'f1-score': 0.18478944060339408, 'support': 843}, 'macro avg': {'precision': 0.21965510670731708, 'recall': 0.18357049297451772, 'f1-score': 0.18499304281829107, 'support': 843}, 'weighted avg': {'precision': 0.2367877137401267, 'recall': 0.17437722419928825, 'f1-score': 0.18693404812317027, 'support': 843}}
Token level accuracy: 0.509799886825454
Test-Data: Prec: 0.197, Rec: 0.174, F1: 0.1848

Scores from epoch with best dev-scores:
  Dev-Score: 0.1176
  Test-Score 0.2249

4.53 sec for evaluation

--------- Epoch 18 -----------
814.73 sec for training (14726.90 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.6630824372759857
Wrong BIO-Encoding 17/25 labels, 68.00%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.6630824372759857
Wrong BIO-Encoding 1/9 labels, 11.11%
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.2318840579710145, 'recall': 0.14860681114551083, 'f1-score': 0.18113207547169813, 'support': 323}, 'P': {'precision': 0.2358490566037736, 'recall': 0.19230769230769232, 'f1-score': 0.211864406779661, 'support': 520}, 'micro avg': {'precision': 0.23454833597464342, 'recall': 0.17556346381969157, 'f1-score': 0.20081411126187246, 'support': 843}, 'macro avg': {'precision': 0.23386655728739403, 'recall': 0.1704572517266016, 'f1-score': 0.19649824112567957, 'support': 843}, 'weighted avg': {'precision': 0.2343298459769869, 'recall': 0.17556346381969157, 'f1-score': 0.20008914816462894, 'support': 843}}
Token level accuracy: 0.5660270590050929
Wrong BIO-Encoding 90/716 labels, 12.57%
{'C': {'precision': 0.2318840579710145, 'recall': 0.14860681114551083, 'f1-score': 0.18113207547169813, 'support': 323}, 'P': {'precision': 0.2358490566037736, 'recall': 0.19230769230769232, 'f1-score': 0.211864406779661, 'support': 520}, 'micro avg': {'precision': 0.23454833597464342, 'recall': 0.17556346381969157, 'f1-score': 0.20081411126187246, 'support': 843}, 'macro avg': {'precision': 0.23386655728739403, 'recall': 0.1704572517266016, 'f1-score': 0.19649824112567957, 'support': 843}, 'weighted avg': {'precision': 0.2343298459769869, 'recall': 0.17556346381969157, 'f1-score': 0.20008914816462894, 'support': 843}}
Token level accuracy: 0.5660270590050929
Wrong BIO-Encoding 5/631 labels, 0.79%
Test-Data: Prec: 0.236, Rec: 0.176, F1: 0.2015

Scores from epoch with best dev-scores:
  Dev-Score: 0.1176
  Test-Score 0.2249

4.56 sec for evaluation

--------- Epoch 19 -----------
815.58 sec for training (15542.48 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.6774193548387096
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.6774193548387096
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.19020172910662825, 'recall': 0.2043343653250774, 'f1-score': 0.1970149253731343, 'support': 323}, 'P': {'precision': 0.26448362720403024, 'recall': 0.20192307692307693, 'f1-score': 0.22900763358778625, 'support': 520}, 'micro avg': {'precision': 0.22983870967741934, 'recall': 0.20284697508896798, 'f1-score': 0.21550094517958412, 'support': 843}, 'macro avg': {'precision': 0.22734267815532924, 'recall': 0.20312872112407715, 'f1-score': 0.21301127948046028, 'support': 843}, 'weighted avg': {'precision': 0.23602211701961642, 'recall': 0.20284697508896798, 'f1-score': 0.21674945475821022, 'support': 843}}
Token level accuracy: 0.5615000771644632
Wrong BIO-Encoding 144/882 labels, 16.33%
{'C': {'precision': 0.19020172910662825, 'recall': 0.2043343653250774, 'f1-score': 0.1970149253731343, 'support': 323}, 'P': {'precision': 0.26448362720403024, 'recall': 0.20192307692307693, 'f1-score': 0.22900763358778625, 'support': 520}, 'micro avg': {'precision': 0.22983870967741934, 'recall': 0.20284697508896798, 'f1-score': 0.21550094517958412, 'support': 843}, 'macro avg': {'precision': 0.22734267815532924, 'recall': 0.20312872112407715, 'f1-score': 0.21301127948046028, 'support': 843}, 'weighted avg': {'precision': 0.23602211701961642, 'recall': 0.20284697508896798, 'f1-score': 0.21674945475821022, 'support': 843}}
Token level accuracy: 0.5615000771644632
Wrong BIO-Encoding 6/744 labels, 0.81%
Test-Data: Prec: 0.232, Rec: 0.203, F1: 0.2163

Scores from epoch with best dev-scores:
  Dev-Score: 0.1176
  Test-Score 0.2249

4.57 sec for evaluation

--------- Epoch 20 -----------
809.83 sec for training (16352.30 total)
-- cmv_modes1 --
{'C': {'precision': 0.1111111111111111, 'recall': 0.14285714285714285, 'f1-score': 0.125, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.09090909090909091, 'recall': 0.08333333333333333, 'f1-score': 0.08695652173913043, 'support': 12}, 'macro avg': {'precision': 0.05555555555555555, 'recall': 0.07142857142857142, 'f1-score': 0.0625, 'support': 12}, 'weighted avg': {'precision': 0.06481481481481481, 'recall': 0.08333333333333333, 'f1-score': 0.07291666666666667, 'support': 12}}
Token level accuracy: 0.5412186379928315
{'C': {'precision': 0.1111111111111111, 'recall': 0.14285714285714285, 'f1-score': 0.125, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.09090909090909091, 'recall': 0.08333333333333333, 'f1-score': 0.08695652173913043, 'support': 12}, 'macro avg': {'precision': 0.05555555555555555, 'recall': 0.07142857142857142, 'f1-score': 0.0625, 'support': 12}, 'weighted avg': {'precision': 0.06481481481481481, 'recall': 0.08333333333333333, 'f1-score': 0.07291666666666667, 'support': 12}}
Token level accuracy: 0.5412186379928315
Dev-Data: Prec: 0.091, Rec: 0.083, F1: 0.0870
{'C': {'precision': 0.1662531017369727, 'recall': 0.20743034055727555, 'f1-score': 0.18457300275482091, 'support': 323}, 'P': {'precision': 0.2663316582914573, 'recall': 0.20384615384615384, 'f1-score': 0.23093681917211328, 'support': 520}, 'micro avg': {'precision': 0.21598002496878901, 'recall': 0.20521945432977462, 'f1-score': 0.21046228710462286, 'support': 843}, 'macro avg': {'precision': 0.21629238001421497, 'recall': 0.2056382472017147, 'f1-score': 0.2077549109634671, 'support': 843}, 'weighted avg': {'precision': 0.22798601918457884, 'recall': 0.20521945432977462, 'f1-score': 0.21317227266821598, 'support': 843}}
Token level accuracy: 0.5519316837285868
Wrong BIO-Encoding 105/902 labels, 11.64%
{'C': {'precision': 0.1662531017369727, 'recall': 0.20743034055727555, 'f1-score': 0.18457300275482091, 'support': 323}, 'P': {'precision': 0.2663316582914573, 'recall': 0.20384615384615384, 'f1-score': 0.23093681917211328, 'support': 520}, 'micro avg': {'precision': 0.21598002496878901, 'recall': 0.20521945432977462, 'f1-score': 0.21046228710462286, 'support': 843}, 'macro avg': {'precision': 0.21629238001421497, 'recall': 0.2056382472017147, 'f1-score': 0.2077549109634671, 'support': 843}, 'weighted avg': {'precision': 0.22798601918457884, 'recall': 0.20521945432977462, 'f1-score': 0.21317227266821598, 'support': 843}}
Token level accuracy: 0.5519316837285868
Wrong BIO-Encoding 4/801 labels, 0.50%
Test-Data: Prec: 0.217, Rec: 0.205, F1: 0.2110

Scores from epoch with best dev-scores:
  Dev-Score: 0.1176
  Test-Score 0.2249

4.59 sec for evaluation

--------- Epoch 21 -----------
807.88 sec for training (17160.18 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.7204301075268817
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.7204301075268817
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.18899521531100477, 'recall': 0.24458204334365324, 'f1-score': 0.21322537112010795, 'support': 323}, 'P': {'precision': 0.22911694510739858, 'recall': 0.18461538461538463, 'f1-score': 0.20447284345047925, 'support': 520}, 'micro avg': {'precision': 0.20908004778972522, 'recall': 0.20759193357058126, 'f1-score': 0.20833333333333334, 'support': 843}, 'macro avg': {'precision': 0.2090560802092017, 'recall': 0.21459871397951893, 'f1-score': 0.2088491072852936, 'support': 843}, 'weighted avg': {'precision': 0.21374408778327614, 'recall': 0.20759193357058126, 'f1-score': 0.2078264216679052, 'support': 843}}
Token level accuracy: 0.5442152374093318
Wrong BIO-Encoding 41/876 labels, 4.68%
{'C': {'precision': 0.18899521531100477, 'recall': 0.24458204334365324, 'f1-score': 0.21322537112010795, 'support': 323}, 'P': {'precision': 0.22911694510739858, 'recall': 0.18461538461538463, 'f1-score': 0.20447284345047925, 'support': 520}, 'micro avg': {'precision': 0.20908004778972522, 'recall': 0.20759193357058126, 'f1-score': 0.20833333333333334, 'support': 843}, 'macro avg': {'precision': 0.2090560802092017, 'recall': 0.21459871397951893, 'f1-score': 0.2088491072852936, 'support': 843}, 'weighted avg': {'precision': 0.21374408778327614, 'recall': 0.20759193357058126, 'f1-score': 0.2078264216679052, 'support': 843}}
Token level accuracy: 0.5442152374093318
Wrong BIO-Encoding 2/837 labels, 0.24%
Test-Data: Prec: 0.210, Rec: 0.208, F1: 0.2086

Scores from epoch with best dev-scores:
  Dev-Score: 0.1176
  Test-Score 0.2249

4.43 sec for evaluation

--------- Epoch 22 -----------
811.21 sec for training (17971.39 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.7096774193548387
Wrong BIO-Encoding 16/22 labels, 72.73%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.7096774193548387
Wrong BIO-Encoding 1/7 labels, 14.29%
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.22272727272727272, 'recall': 0.15170278637770898, 'f1-score': 0.18047882136279925, 'support': 323}, 'P': {'precision': 0.24819277108433735, 'recall': 0.19807692307692307, 'f1-score': 0.22032085561497328, 'support': 520}, 'micro avg': {'precision': 0.23937007874015748, 'recall': 0.18030842230130487, 'f1-score': 0.20568335588633288, 'support': 843}, 'macro avg': {'precision': 0.23546002190580503, 'recall': 0.17488985472731602, 'f1-score': 0.20039983848888626, 'support': 843}, 'weighted avg': {'precision': 0.23843552794159492, 'recall': 0.18030842230130487, 'f1-score': 0.20505516514824468, 'support': 843}}
Token level accuracy: 0.5599567879006122
Wrong BIO-Encoding 66/697 labels, 9.47%
{'C': {'precision': 0.22272727272727272, 'recall': 0.15170278637770898, 'f1-score': 0.18047882136279925, 'support': 323}, 'P': {'precision': 0.24819277108433735, 'recall': 0.19807692307692307, 'f1-score': 0.22032085561497328, 'support': 520}, 'micro avg': {'precision': 0.23937007874015748, 'recall': 0.18030842230130487, 'f1-score': 0.20568335588633288, 'support': 843}, 'macro avg': {'precision': 0.23546002190580503, 'recall': 0.17488985472731602, 'f1-score': 0.20039983848888626, 'support': 843}, 'weighted avg': {'precision': 0.23843552794159492, 'recall': 0.18030842230130487, 'f1-score': 0.20505516514824468, 'support': 843}}
Token level accuracy: 0.5599567879006122
Wrong BIO-Encoding 4/635 labels, 0.63%
Test-Data: Prec: 0.241, Rec: 0.180, F1: 0.2062

Scores from epoch with best dev-scores:
  Dev-Score: 0.1176
  Test-Score 0.2249

4.49 sec for evaluation

--------- Epoch 23 -----------
806.35 sec for training (18777.74 total)
-- cmv_modes1 --
{'C': {'precision': 0.2, 'recall': 0.14285714285714285, 'f1-score': 0.16666666666666666, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.1111111111111111, 'recall': 0.08333333333333333, 'f1-score': 0.09523809523809525, 'support': 12}, 'macro avg': {'precision': 0.1, 'recall': 0.07142857142857142, 'f1-score': 0.08333333333333333, 'support': 12}, 'weighted avg': {'precision': 0.11666666666666668, 'recall': 0.08333333333333333, 'f1-score': 0.09722222222222221, 'support': 12}}
Token level accuracy: 0.7275985663082437
{'C': {'precision': 0.2, 'recall': 0.14285714285714285, 'f1-score': 0.16666666666666666, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.1111111111111111, 'recall': 0.08333333333333333, 'f1-score': 0.09523809523809525, 'support': 12}, 'macro avg': {'precision': 0.1, 'recall': 0.07142857142857142, 'f1-score': 0.08333333333333333, 'support': 12}, 'weighted avg': {'precision': 0.11666666666666668, 'recall': 0.08333333333333333, 'f1-score': 0.09722222222222221, 'support': 12}}
Token level accuracy: 0.7275985663082437
Dev-Data: Prec: 0.111, Rec: 0.083, F1: 0.0952
{'C': {'precision': 0.21518987341772153, 'recall': 0.15789473684210525, 'f1-score': 0.18214285714285716, 'support': 323}, 'P': {'precision': 0.25, 'recall': 0.26346153846153847, 'f1-score': 0.2565543071161049, 'support': 520}, 'micro avg': {'precision': 0.2394904458598726, 'recall': 0.22301304863582444, 'f1-score': 0.23095823095823098, 'support': 843}, 'macro avg': {'precision': 0.23259493670886078, 'recall': 0.21067813765182186, 'f1-score': 0.21934858212948102, 'support': 843}, 'weighted avg': {'precision': 0.23666231211616137, 'recall': 0.22301304863582444, 'f1-score': 0.22804315843121872, 'support': 843}}
Token level accuracy: 0.585421060754154
Wrong BIO-Encoding 69/851 labels, 8.11%
{'C': {'precision': 0.21518987341772153, 'recall': 0.15789473684210525, 'f1-score': 0.18214285714285716, 'support': 323}, 'P': {'precision': 0.25, 'recall': 0.26346153846153847, 'f1-score': 0.2565543071161049, 'support': 520}, 'micro avg': {'precision': 0.2394904458598726, 'recall': 0.22301304863582444, 'f1-score': 0.23095823095823098, 'support': 843}, 'macro avg': {'precision': 0.23259493670886078, 'recall': 0.21067813765182186, 'f1-score': 0.21934858212948102, 'support': 843}, 'weighted avg': {'precision': 0.23666231211616137, 'recall': 0.22301304863582444, 'f1-score': 0.22804315843121872, 'support': 843}}
Token level accuracy: 0.585421060754154
Wrong BIO-Encoding 3/785 labels, 0.38%
Test-Data: Prec: 0.240, Rec: 0.223, F1: 0.2314

Scores from epoch with best dev-scores:
  Dev-Score: 0.1176
  Test-Score 0.2249

4.50 sec for evaluation

--------- Epoch 24 -----------
808.59 sec for training (19586.33 total)
-- cmv_modes1 --
{'C': {'precision': 0.25, 'recall': 0.14285714285714285, 'f1-score': 0.18181818181818182, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.125, 'recall': 0.08333333333333333, 'f1-score': 0.1, 'support': 12}, 'macro avg': {'precision': 0.125, 'recall': 0.07142857142857142, 'f1-score': 0.09090909090909091, 'support': 12}, 'weighted avg': {'precision': 0.14583333333333334, 'recall': 0.08333333333333333, 'f1-score': 0.10606060606060606, 'support': 12}}
Token level accuracy: 0.6917562724014337
{'C': {'precision': 0.25, 'recall': 0.14285714285714285, 'f1-score': 0.18181818181818182, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.125, 'recall': 0.08333333333333333, 'f1-score': 0.1, 'support': 12}, 'macro avg': {'precision': 0.125, 'recall': 0.07142857142857142, 'f1-score': 0.09090909090909091, 'support': 12}, 'weighted avg': {'precision': 0.14583333333333334, 'recall': 0.08333333333333333, 'f1-score': 0.10606060606060606, 'support': 12}}
Token level accuracy: 0.6917562724014337
Dev-Data: Prec: 0.125, Rec: 0.083, F1: 0.1000
{'C': {'precision': 0.23039215686274508, 'recall': 0.14551083591331268, 'f1-score': 0.17836812144212522, 'support': 323}, 'P': {'precision': 0.25646123260437376, 'recall': 0.24807692307692308, 'f1-score': 0.25219941348973607, 'support': 520}, 'micro avg': {'precision': 0.24893917963224893, 'recall': 0.20877817319098457, 'f1-score': 0.22709677419354837, 'support': 843}, 'macro avg': {'precision': 0.24342669473355943, 'recall': 0.1967938794951179, 'f1-score': 0.21528376746593064, 'support': 843}, 'weighted avg': {'precision': 0.24647272552899288, 'recall': 0.20877817319098457, 'f1-score': 0.22391055544539645, 'support': 843}}
Token level accuracy: 0.5802253202325223
Wrong BIO-Encoding 84/787 labels, 10.67%
{'C': {'precision': 0.23039215686274508, 'recall': 0.14551083591331268, 'f1-score': 0.17836812144212522, 'support': 323}, 'P': {'precision': 0.25646123260437376, 'recall': 0.24807692307692308, 'f1-score': 0.25219941348973607, 'support': 520}, 'micro avg': {'precision': 0.24893917963224893, 'recall': 0.20877817319098457, 'f1-score': 0.22709677419354837, 'support': 843}, 'macro avg': {'precision': 0.24342669473355943, 'recall': 0.1967938794951179, 'f1-score': 0.21528376746593064, 'support': 843}, 'weighted avg': {'precision': 0.24647272552899288, 'recall': 0.20877817319098457, 'f1-score': 0.22391055544539645, 'support': 843}}
Token level accuracy: 0.5802253202325223
Wrong BIO-Encoding 4/707 labels, 0.57%
Test-Data: Prec: 0.250, Rec: 0.209, F1: 0.2277

Scores from epoch with best dev-scores:
  Dev-Score: 0.1176
  Test-Score 0.2249

4.61 sec for evaluation

--------- Epoch 25 -----------
819.05 sec for training (20405.38 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.6953405017921147
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.6953405017921147
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.16710875331564987, 'recall': 0.19504643962848298, 'f1-score': 0.18, 'support': 323}, 'P': {'precision': 0.25, 'recall': 0.1326923076923077, 'f1-score': 0.17336683417085427, 'support': 520}, 'micro avg': {'precision': 0.20214395099540583, 'recall': 0.15658362989323843, 'f1-score': 0.1764705882352941, 'support': 843}, 'macro avg': {'precision': 0.20855437665782495, 'recall': 0.16386937366039533, 'f1-score': 0.17668341708542712, 'support': 843}, 'weighted avg': {'precision': 0.21823977143648268, 'recall': 0.15658362989323843, 'f1-score': 0.1759083674600762, 'support': 843}}
Token level accuracy: 0.49225783219301406
Wrong BIO-Encoding 52/702 labels, 7.41%
{'C': {'precision': 0.16710875331564987, 'recall': 0.19504643962848298, 'f1-score': 0.18, 'support': 323}, 'P': {'precision': 0.25, 'recall': 0.1326923076923077, 'f1-score': 0.17336683417085427, 'support': 520}, 'micro avg': {'precision': 0.20214395099540583, 'recall': 0.15658362989323843, 'f1-score': 0.1764705882352941, 'support': 843}, 'macro avg': {'precision': 0.20855437665782495, 'recall': 0.16386937366039533, 'f1-score': 0.17668341708542712, 'support': 843}, 'weighted avg': {'precision': 0.21823977143648268, 'recall': 0.15658362989323843, 'f1-score': 0.1759083674600762, 'support': 843}}
Token level accuracy: 0.49225783219301406
Wrong BIO-Encoding 3/653 labels, 0.46%
Test-Data: Prec: 0.203, Rec: 0.157, F1: 0.1768

Scores from epoch with best dev-scores:
  Dev-Score: 0.1176
  Test-Score 0.2249

4.67 sec for evaluation

--------- Epoch 26 -----------
813.04 sec for training (21218.42 total)
-- cmv_modes1 --
{'C': {'precision': 0.16666666666666666, 'recall': 0.14285714285714285, 'f1-score': 0.15384615384615383, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.14285714285714285, 'recall': 0.08333333333333333, 'f1-score': 0.10526315789473685, 'support': 12}, 'macro avg': {'precision': 0.08333333333333333, 'recall': 0.07142857142857142, 'f1-score': 0.07692307692307691, 'support': 12}, 'weighted avg': {'precision': 0.09722222222222221, 'recall': 0.08333333333333333, 'f1-score': 0.08974358974358974, 'support': 12}}
Token level accuracy: 0.7777777777777778
{'C': {'precision': 0.16666666666666666, 'recall': 0.14285714285714285, 'f1-score': 0.15384615384615383, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.14285714285714285, 'recall': 0.08333333333333333, 'f1-score': 0.10526315789473685, 'support': 12}, 'macro avg': {'precision': 0.08333333333333333, 'recall': 0.07142857142857142, 'f1-score': 0.07692307692307691, 'support': 12}, 'weighted avg': {'precision': 0.09722222222222221, 'recall': 0.08333333333333333, 'f1-score': 0.08974358974358974, 'support': 12}}
Token level accuracy: 0.7777777777777778
Dev-Data: Prec: 0.143, Rec: 0.083, F1: 0.1053
{'C': {'precision': 0.135678391959799, 'recall': 0.25077399380804954, 'f1-score': 0.1760869565217391, 'support': 323}, 'P': {'precision': 0.23923444976076555, 'recall': 0.09615384615384616, 'f1-score': 0.13717421124828533, 'support': 520}, 'micro avg': {'precision': 0.16253101736972705, 'recall': 0.1553973902728351, 'f1-score': 0.15888417222559129, 'support': 843}, 'macro avg': {'precision': 0.18745642086028227, 'recall': 0.17346391998094784, 'f1-score': 0.15663058388501222, 'support': 843}, 'weighted avg': {'precision': 0.19955638728186612, 'recall': 0.1553973902728351, 'f1-score': 0.15208383962708194, 'support': 843}}
Token level accuracy: 0.44246103194608777
Wrong BIO-Encoding 10/815 labels, 1.23%
{'C': {'precision': 0.135678391959799, 'recall': 0.25077399380804954, 'f1-score': 0.1760869565217391, 'support': 323}, 'P': {'precision': 0.23923444976076555, 'recall': 0.09615384615384616, 'f1-score': 0.13717421124828533, 'support': 520}, 'micro avg': {'precision': 0.16253101736972705, 'recall': 0.1553973902728351, 'f1-score': 0.15888417222559129, 'support': 843}, 'macro avg': {'precision': 0.18745642086028227, 'recall': 0.17346391998094784, 'f1-score': 0.15663058388501222, 'support': 843}, 'weighted avg': {'precision': 0.19955638728186612, 'recall': 0.1553973902728351, 'f1-score': 0.15208383962708194, 'support': 843}}
Token level accuracy: 0.44246103194608777
Wrong BIO-Encoding 1/806 labels, 0.12%
Test-Data: Prec: 0.163, Rec: 0.155, F1: 0.1590

Scores from epoch with best dev-scores:
  Dev-Score: 0.1176
  Test-Score 0.2249

4.48 sec for evaluation

--------- Epoch 27 -----------
785.95 sec for training (22004.37 total)
-- cmv_modes1 --
{'C': {'precision': 0.2, 'recall': 0.14285714285714285, 'f1-score': 0.16666666666666666, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.14285714285714285, 'recall': 0.08333333333333333, 'f1-score': 0.10526315789473685, 'support': 12}, 'macro avg': {'precision': 0.1, 'recall': 0.07142857142857142, 'f1-score': 0.08333333333333333, 'support': 12}, 'weighted avg': {'precision': 0.11666666666666668, 'recall': 0.08333333333333333, 'f1-score': 0.09722222222222221, 'support': 12}}
Token level accuracy: 0.7670250896057348
Wrong BIO-Encoding 18/24 labels, 75.00%
{'C': {'precision': 0.2, 'recall': 0.14285714285714285, 'f1-score': 0.16666666666666666, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.14285714285714285, 'recall': 0.08333333333333333, 'f1-score': 0.10526315789473685, 'support': 12}, 'macro avg': {'precision': 0.1, 'recall': 0.07142857142857142, 'f1-score': 0.08333333333333333, 'support': 12}, 'weighted avg': {'precision': 0.11666666666666668, 'recall': 0.08333333333333333, 'f1-score': 0.09722222222222221, 'support': 12}}
Token level accuracy: 0.7670250896057348
Wrong BIO-Encoding 1/7 labels, 14.29%
Dev-Data: Prec: 0.167, Rec: 0.083, F1: 0.1111
{'C': {'precision': 0.1825, 'recall': 0.2260061919504644, 'f1-score': 0.20193637621023514, 'support': 323}, 'P': {'precision': 0.2636103151862464, 'recall': 0.17692307692307693, 'f1-score': 0.21173762945914848, 'support': 520}, 'micro avg': {'precision': 0.22029372496662217, 'recall': 0.19572953736654805, 'f1-score': 0.20728643216080403, 'support': 843}, 'macro avg': {'precision': 0.2230551575931232, 'recall': 0.20146463443677065, 'f1-score': 0.2068370028346918, 'support': 843}, 'weighted avg': {'precision': 0.23253246013860984, 'recall': 0.19572953736654805, 'f1-score': 0.20798222637563837, 'support': 843}}
Token level accuracy: 0.5185966356294048
Wrong BIO-Encoding 28/775 labels, 3.61%
{'C': {'precision': 0.1825, 'recall': 0.2260061919504644, 'f1-score': 0.20193637621023514, 'support': 323}, 'P': {'precision': 0.2636103151862464, 'recall': 0.17692307692307693, 'f1-score': 0.21173762945914848, 'support': 520}, 'micro avg': {'precision': 0.22029372496662217, 'recall': 0.19572953736654805, 'f1-score': 0.20728643216080403, 'support': 843}, 'macro avg': {'precision': 0.2230551575931232, 'recall': 0.20146463443677065, 'f1-score': 0.2068370028346918, 'support': 843}, 'weighted avg': {'precision': 0.23253246013860984, 'recall': 0.19572953736654805, 'f1-score': 0.20798222637563837, 'support': 843}}
Token level accuracy: 0.5185966356294048
Wrong BIO-Encoding 2/749 labels, 0.27%
Test-Data: Prec: 0.221, Rec: 0.196, F1: 0.2075

Scores from epoch with best dev-scores:
  Dev-Score: 0.1176
  Test-Score 0.2249

4.57 sec for evaluation

--------- Epoch 28 -----------
796.46 sec for training (22800.83 total)
-- cmv_modes1 --
{'C': {'precision': 0.25, 'recall': 0.14285714285714285, 'f1-score': 0.18181818181818182, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.14285714285714285, 'recall': 0.08333333333333333, 'f1-score': 0.10526315789473685, 'support': 12}, 'macro avg': {'precision': 0.125, 'recall': 0.07142857142857142, 'f1-score': 0.09090909090909091, 'support': 12}, 'weighted avg': {'precision': 0.14583333333333334, 'recall': 0.08333333333333333, 'f1-score': 0.10606060606060606, 'support': 12}}
Token level accuracy: 0.7706093189964157
{'C': {'precision': 0.25, 'recall': 0.14285714285714285, 'f1-score': 0.18181818181818182, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.14285714285714285, 'recall': 0.08333333333333333, 'f1-score': 0.10526315789473685, 'support': 12}, 'macro avg': {'precision': 0.125, 'recall': 0.07142857142857142, 'f1-score': 0.09090909090909091, 'support': 12}, 'weighted avg': {'precision': 0.14583333333333334, 'recall': 0.08333333333333333, 'f1-score': 0.10606060606060606, 'support': 12}}
Token level accuracy: 0.7706093189964157
Dev-Data: Prec: 0.143, Rec: 0.083, F1: 0.1053
{'C': {'precision': 0.19636363636363635, 'recall': 0.16718266253869968, 'f1-score': 0.18060200668896317, 'support': 323}, 'P': {'precision': 0.26639344262295084, 'recall': 0.25, 'f1-score': 0.25793650793650796, 'support': 520}, 'micro avg': {'precision': 0.24115334207077327, 'recall': 0.21826809015421114, 'f1-score': 0.22914072229140722, 'support': 843}, 'macro avg': {'precision': 0.2313785394932936, 'recall': 0.20859133126934984, 'f1-score': 0.21926925731273555, 'support': 843}, 'weighted avg': {'precision': 0.2395611443764994, 'recall': 0.21826809015421114, 'f1-score': 0.2283053763790264, 'support': 843}}
Token level accuracy: 0.5712227995267246
Wrong BIO-Encoding 46/807 labels, 5.70%
{'C': {'precision': 0.19636363636363635, 'recall': 0.16718266253869968, 'f1-score': 0.18060200668896317, 'support': 323}, 'P': {'precision': 0.26639344262295084, 'recall': 0.25, 'f1-score': 0.25793650793650796, 'support': 520}, 'micro avg': {'precision': 0.24115334207077327, 'recall': 0.21826809015421114, 'f1-score': 0.22914072229140722, 'support': 843}, 'macro avg': {'precision': 0.2313785394932936, 'recall': 0.20859133126934984, 'f1-score': 0.21926925731273555, 'support': 843}, 'weighted avg': {'precision': 0.2395611443764994, 'recall': 0.21826809015421114, 'f1-score': 0.2283053763790264, 'support': 843}}
Token level accuracy: 0.5712227995267246
Wrong BIO-Encoding 2/763 labels, 0.26%
Test-Data: Prec: 0.242, Rec: 0.218, F1: 0.2294

Scores from epoch with best dev-scores:
  Dev-Score: 0.1176
  Test-Score 0.2249

4.81 sec for evaluation

--------- Epoch 29 -----------
790.23 sec for training (23591.06 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.6738351254480287
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.6738351254480287
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.18823529411764706, 'recall': 0.19814241486068113, 'f1-score': 0.19306184012066366, 'support': 323}, 'P': {'precision': 0.23938223938223938, 'recall': 0.23846153846153847, 'f1-score': 0.23892100192678228, 'support': 520}, 'micro avg': {'precision': 0.2191142191142191, 'recall': 0.22301304863582444, 'f1-score': 0.2210464432686655, 'support': 843}, 'macro avg': {'precision': 0.2138087667499432, 'recall': 0.2183019766611098, 'f1-score': 0.21599142102372298, 'support': 843}, 'weighted avg': {'precision': 0.21978501124408595, 'recall': 0.22301304863582444, 'f1-score': 0.22134981656097405, 'support': 843}}
Token level accuracy: 0.5699881681156438
Wrong BIO-Encoding 14/871 labels, 1.61%
{'C': {'precision': 0.18823529411764706, 'recall': 0.19814241486068113, 'f1-score': 0.19306184012066366, 'support': 323}, 'P': {'precision': 0.23938223938223938, 'recall': 0.23846153846153847, 'f1-score': 0.23892100192678228, 'support': 520}, 'micro avg': {'precision': 0.2191142191142191, 'recall': 0.22301304863582444, 'f1-score': 0.2210464432686655, 'support': 843}, 'macro avg': {'precision': 0.2138087667499432, 'recall': 0.2183019766611098, 'f1-score': 0.21599142102372298, 'support': 843}, 'weighted avg': {'precision': 0.21978501124408595, 'recall': 0.22301304863582444, 'f1-score': 0.22134981656097405, 'support': 843}}
Token level accuracy: 0.5699881681156438
Wrong BIO-Encoding 1/858 labels, 0.12%
Test-Data: Prec: 0.219, Rec: 0.223, F1: 0.2212

Scores from epoch with best dev-scores:
  Dev-Score: 0.1176
  Test-Score 0.2249

4.25 sec for evaluation

--------- Epoch 30 -----------
781.34 sec for training (24372.39 total)
-- cmv_modes1 --
{'C': {'precision': 0.2, 'recall': 0.14285714285714285, 'f1-score': 0.16666666666666666, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.14285714285714285, 'recall': 0.08333333333333333, 'f1-score': 0.10526315789473685, 'support': 12}, 'macro avg': {'precision': 0.1, 'recall': 0.07142857142857142, 'f1-score': 0.08333333333333333, 'support': 12}, 'weighted avg': {'precision': 0.11666666666666668, 'recall': 0.08333333333333333, 'f1-score': 0.09722222222222221, 'support': 12}}
Token level accuracy: 0.7491039426523297
{'C': {'precision': 0.2, 'recall': 0.14285714285714285, 'f1-score': 0.16666666666666666, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.14285714285714285, 'recall': 0.08333333333333333, 'f1-score': 0.10526315789473685, 'support': 12}, 'macro avg': {'precision': 0.1, 'recall': 0.07142857142857142, 'f1-score': 0.08333333333333333, 'support': 12}, 'weighted avg': {'precision': 0.11666666666666668, 'recall': 0.08333333333333333, 'f1-score': 0.09722222222222221, 'support': 12}}
Token level accuracy: 0.7491039426523297
Dev-Data: Prec: 0.143, Rec: 0.083, F1: 0.1053
{'C': {'precision': 0.16753926701570682, 'recall': 0.19814241486068113, 'f1-score': 0.18156028368794325, 'support': 323}, 'P': {'precision': 0.2634146341463415, 'recall': 0.10384615384615385, 'f1-score': 0.1489655172413793, 'support': 520}, 'micro avg': {'precision': 0.2010221465076661, 'recall': 0.13997627520759193, 'f1-score': 0.16503496503496504, 'support': 843}, 'macro avg': {'precision': 0.21547695058102415, 'recall': 0.1509942843534175, 'f1-score': 0.16526290046466127, 'support': 843}, 'weighted avg': {'precision': 0.22667946975346484, 'recall': 0.13997627520759193, 'f1-score': 0.16145437793205564, 'support': 843}}
Token level accuracy: 0.4729152734194146
Wrong BIO-Encoding 15/601 labels, 2.50%
{'C': {'precision': 0.16753926701570682, 'recall': 0.19814241486068113, 'f1-score': 0.18156028368794325, 'support': 323}, 'P': {'precision': 0.2634146341463415, 'recall': 0.10384615384615385, 'f1-score': 0.1489655172413793, 'support': 520}, 'micro avg': {'precision': 0.2010221465076661, 'recall': 0.13997627520759193, 'f1-score': 0.16503496503496504, 'support': 843}, 'macro avg': {'precision': 0.21547695058102415, 'recall': 0.1509942843534175, 'f1-score': 0.16526290046466127, 'support': 843}, 'weighted avg': {'precision': 0.22667946975346484, 'recall': 0.13997627520759193, 'f1-score': 0.16145437793205564, 'support': 843}}
Token level accuracy: 0.4729152734194146
Wrong BIO-Encoding 1/587 labels, 0.17%
Test-Data: Prec: 0.201, Rec: 0.140, F1: 0.1652

Scores from epoch with best dev-scores:
  Dev-Score: 0.1176
  Test-Score 0.2249

4.37 sec for evaluation

--------- Epoch 31 -----------
787.85 sec for training (25160.24 total)
-- cmv_modes1 --
{'C': {'precision': 0.14285714285714285, 'recall': 0.14285714285714285, 'f1-score': 0.14285714285714285, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.1111111111111111, 'recall': 0.08333333333333333, 'f1-score': 0.09523809523809525, 'support': 12}, 'macro avg': {'precision': 0.07142857142857142, 'recall': 0.07142857142857142, 'f1-score': 0.07142857142857142, 'support': 12}, 'weighted avg': {'precision': 0.08333333333333333, 'recall': 0.08333333333333333, 'f1-score': 0.08333333333333333, 'support': 12}}
Token level accuracy: 0.7921146953405018
{'C': {'precision': 0.14285714285714285, 'recall': 0.14285714285714285, 'f1-score': 0.14285714285714285, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.1111111111111111, 'recall': 0.08333333333333333, 'f1-score': 0.09523809523809525, 'support': 12}, 'macro avg': {'precision': 0.07142857142857142, 'recall': 0.07142857142857142, 'f1-score': 0.07142857142857142, 'support': 12}, 'weighted avg': {'precision': 0.08333333333333333, 'recall': 0.08333333333333333, 'f1-score': 0.08333333333333333, 'support': 12}}
Token level accuracy: 0.7921146953405018
Dev-Data: Prec: 0.111, Rec: 0.083, F1: 0.0952
{'C': {'precision': 0.2119205298013245, 'recall': 0.19814241486068113, 'f1-score': 0.20479999999999998, 'support': 323}, 'P': {'precision': 0.2555831265508685, 'recall': 0.19807692307692307, 'f1-score': 0.22318526543878656, 'support': 520}, 'micro avg': {'precision': 0.23687943262411348, 'recall': 0.1981020166073547, 'f1-score': 0.21576227390180877, 'support': 843}, 'macro avg': {'precision': 0.23375182817609652, 'recall': 0.1981096689688021, 'f1-score': 0.21399263271939328, 'support': 843}, 'weighted avg': {'precision': 0.23885356694220575, 'recall': 0.1981020166073547, 'f1-score': 0.21614085175346265, 'support': 843}}
Token level accuracy: 0.5520860126549719
Wrong BIO-Encoding 41/744 labels, 5.51%
{'C': {'precision': 0.2119205298013245, 'recall': 0.19814241486068113, 'f1-score': 0.20479999999999998, 'support': 323}, 'P': {'precision': 0.2555831265508685, 'recall': 0.19807692307692307, 'f1-score': 0.22318526543878656, 'support': 520}, 'micro avg': {'precision': 0.23687943262411348, 'recall': 0.1981020166073547, 'f1-score': 0.21576227390180877, 'support': 843}, 'macro avg': {'precision': 0.23375182817609652, 'recall': 0.1981096689688021, 'f1-score': 0.21399263271939328, 'support': 843}, 'weighted avg': {'precision': 0.23885356694220575, 'recall': 0.1981020166073547, 'f1-score': 0.21614085175346265, 'support': 843}}
Token level accuracy: 0.5520860126549719
Wrong BIO-Encoding 2/705 labels, 0.28%
Test-Data: Prec: 0.238, Rec: 0.198, F1: 0.2160

Scores from epoch with best dev-scores:
  Dev-Score: 0.1176
  Test-Score 0.2249

4.39 sec for evaluation

--------- Epoch 32 -----------
784.41 sec for training (25944.65 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.6559139784946236
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}}
Token level accuracy: 0.6559139784946236
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.1403118040089087, 'recall': 0.19504643962848298, 'f1-score': 0.16321243523316065, 'support': 323}, 'P': {'precision': 0.2478386167146974, 'recall': 0.16538461538461538, 'f1-score': 0.19838523644752015, 'support': 520}, 'micro avg': {'precision': 0.1871859296482412, 'recall': 0.1767497034400949, 'f1-score': 0.18181818181818185, 'support': 843}, 'macro avg': {'precision': 0.19407521036180303, 'recall': 0.18021552750654918, 'f1-score': 0.1807988358403404, 'support': 843}, 'weighted avg': {'precision': 0.20663913806230147, 'recall': 0.1767497034400949, 'f1-score': 0.18490858782090316, 'support': 843}}
Token level accuracy: 0.5255414373167344
Wrong BIO-Encoding 24/818 labels, 2.93%
{'C': {'precision': 0.1403118040089087, 'recall': 0.19504643962848298, 'f1-score': 0.16321243523316065, 'support': 323}, 'P': {'precision': 0.2478386167146974, 'recall': 0.16538461538461538, 'f1-score': 0.19838523644752015, 'support': 520}, 'micro avg': {'precision': 0.1871859296482412, 'recall': 0.1767497034400949, 'f1-score': 0.18181818181818185, 'support': 843}, 'macro avg': {'precision': 0.19407521036180303, 'recall': 0.18021552750654918, 'f1-score': 0.1807988358403404, 'support': 843}, 'weighted avg': {'precision': 0.20663913806230147, 'recall': 0.1767497034400949, 'f1-score': 0.18490858782090316, 'support': 843}}
Token level accuracy: 0.5255414373167344
Wrong BIO-Encoding 2/796 labels, 0.25%
Test-Data: Prec: 0.188, Rec: 0.177, F1: 0.1820

Scores from epoch with best dev-scores:
  Dev-Score: 0.1176
  Test-Score 0.2249

4.52 sec for evaluation

--------- Epoch 33 -----------
785.70 sec for training (26730.34 total)
-- cmv_modes1 --
{'C': {'precision': 0.3333333333333333, 'recall': 0.14285714285714285, 'f1-score': 0.2, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.2, 'recall': 0.08333333333333333, 'f1-score': 0.11764705882352941, 'support': 12}, 'macro avg': {'precision': 0.16666666666666666, 'recall': 0.07142857142857142, 'f1-score': 0.1, 'support': 12}, 'weighted avg': {'precision': 0.19444444444444442, 'recall': 0.08333333333333333, 'f1-score': 0.11666666666666668, 'support': 12}}
Token level accuracy: 0.6559139784946236
{'C': {'precision': 0.3333333333333333, 'recall': 0.14285714285714285, 'f1-score': 0.2, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.2, 'recall': 0.08333333333333333, 'f1-score': 0.11764705882352941, 'support': 12}, 'macro avg': {'precision': 0.16666666666666666, 'recall': 0.07142857142857142, 'f1-score': 0.1, 'support': 12}, 'weighted avg': {'precision': 0.19444444444444442, 'recall': 0.08333333333333333, 'f1-score': 0.11666666666666668, 'support': 12}}
Token level accuracy: 0.6559139784946236
Dev-Data: Prec: 0.200, Rec: 0.083, F1: 0.1176
{'C': {'precision': 0.21578947368421053, 'recall': 0.12693498452012383, 'f1-score': 0.15984405458089668, 'support': 323}, 'P': {'precision': 0.21754385964912282, 'recall': 0.11923076923076924, 'f1-score': 0.15403726708074533, 'support': 520}, 'micro avg': {'precision': 0.2168421052631579, 'recall': 0.1221826809015421, 'f1-score': 0.15629742033383914, 'support': 843}, 'macro avg': {'precision': 0.21666666666666667, 'recall': 0.12308287687544653, 'f1-score': 0.156940660830821, 'support': 843}, 'weighted avg': {'precision': 0.21687165719756096, 'recall': 0.1221826809015421, 'f1-score': 0.1562621690529267, 'support': 843}}
Token level accuracy: 0.4547559030814342
Wrong BIO-Encoding 14/488 labels, 2.87%
{'C': {'precision': 0.21578947368421053, 'recall': 0.12693498452012383, 'f1-score': 0.15984405458089668, 'support': 323}, 'P': {'precision': 0.21754385964912282, 'recall': 0.11923076923076924, 'f1-score': 0.15403726708074533, 'support': 520}, 'micro avg': {'precision': 0.2168421052631579, 'recall': 0.1221826809015421, 'f1-score': 0.15629742033383914, 'support': 843}, 'macro avg': {'precision': 0.21666666666666667, 'recall': 0.12308287687544653, 'f1-score': 0.156940660830821, 'support': 843}, 'weighted avg': {'precision': 0.21687165719756096, 'recall': 0.1221826809015421, 'f1-score': 0.1562621690529267, 'support': 843}}
Token level accuracy: 0.4547559030814342
Wrong BIO-Encoding 1/475 labels, 0.21%
Test-Data: Prec: 0.217, Rec: 0.122, F1: 0.1564

Scores from epoch with best dev-scores:
  Dev-Score: 0.1176
  Test-Score 0.2249

4.48 sec for evaluation

--------- Epoch 34 -----------
783.47 sec for training (27513.81 total)
-- cmv_modes1 --
{'C': {'precision': 0.2, 'recall': 0.14285714285714285, 'f1-score': 0.16666666666666666, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.125, 'recall': 0.08333333333333333, 'f1-score': 0.1, 'support': 12}, 'macro avg': {'precision': 0.1, 'recall': 0.07142857142857142, 'f1-score': 0.08333333333333333, 'support': 12}, 'weighted avg': {'precision': 0.11666666666666668, 'recall': 0.08333333333333333, 'f1-score': 0.09722222222222221, 'support': 12}}
Token level accuracy: 0.7706093189964157
{'C': {'precision': 0.2, 'recall': 0.14285714285714285, 'f1-score': 0.16666666666666666, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.125, 'recall': 0.08333333333333333, 'f1-score': 0.1, 'support': 12}, 'macro avg': {'precision': 0.1, 'recall': 0.07142857142857142, 'f1-score': 0.08333333333333333, 'support': 12}, 'weighted avg': {'precision': 0.11666666666666668, 'recall': 0.08333333333333333, 'f1-score': 0.09722222222222221, 'support': 12}}
Token level accuracy: 0.7706093189964157
Dev-Data: Prec: 0.125, Rec: 0.083, F1: 0.1000
{'C': {'precision': 0.19241192411924118, 'recall': 0.21981424148606812, 'f1-score': 0.2052023121387283, 'support': 323}, 'P': {'precision': 0.25885558583106266, 'recall': 0.18269230769230768, 'f1-score': 0.21420518602029312, 'support': 520}, 'micro avg': {'precision': 0.22554347826086957, 'recall': 0.19691577698695137, 'f1-score': 0.21025965801139965, 'support': 843}, 'macro avg': {'precision': 0.22563375497515192, 'recall': 0.2012532745891879, 'f1-score': 0.20970374907951073, 'support': 843}, 'weighted avg': {'precision': 0.23339733822380485, 'recall': 0.19691577698695137, 'f1-score': 0.2107556863005476, 'support': 843}}
Token level accuracy: 0.5252842224394259
Wrong BIO-Encoding 24/758 labels, 3.17%
{'C': {'precision': 0.19241192411924118, 'recall': 0.21981424148606812, 'f1-score': 0.2052023121387283, 'support': 323}, 'P': {'precision': 0.25885558583106266, 'recall': 0.18269230769230768, 'f1-score': 0.21420518602029312, 'support': 520}, 'micro avg': {'precision': 0.22554347826086957, 'recall': 0.19691577698695137, 'f1-score': 0.21025965801139965, 'support': 843}, 'macro avg': {'precision': 0.22563375497515192, 'recall': 0.2012532745891879, 'f1-score': 0.20970374907951073, 'support': 843}, 'weighted avg': {'precision': 0.23339733822380485, 'recall': 0.19691577698695137, 'f1-score': 0.2107556863005476, 'support': 843}}
Token level accuracy: 0.5252842224394259
Wrong BIO-Encoding 2/736 labels, 0.27%
Test-Data: Prec: 0.226, Rec: 0.197, F1: 0.2105

Scores from epoch with best dev-scores:
  Dev-Score: 0.1176
  Test-Score 0.2249

4.53 sec for evaluation

--------- Epoch 35 -----------
780.26 sec for training (28294.08 total)
-- cmv_modes1 --
{'C': {'precision': 0.125, 'recall': 0.14285714285714285, 'f1-score': 0.13333333333333333, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.1111111111111111, 'recall': 0.08333333333333333, 'f1-score': 0.09523809523809525, 'support': 12}, 'macro avg': {'precision': 0.0625, 'recall': 0.07142857142857142, 'f1-score': 0.06666666666666667, 'support': 12}, 'weighted avg': {'precision': 0.07291666666666667, 'recall': 0.08333333333333333, 'f1-score': 0.07777777777777778, 'support': 12}}
Token level accuracy: 0.8207885304659498
{'C': {'precision': 0.125, 'recall': 0.14285714285714285, 'f1-score': 0.13333333333333333, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.1111111111111111, 'recall': 0.08333333333333333, 'f1-score': 0.09523809523809525, 'support': 12}, 'macro avg': {'precision': 0.0625, 'recall': 0.07142857142857142, 'f1-score': 0.06666666666666667, 'support': 12}, 'weighted avg': {'precision': 0.07291666666666667, 'recall': 0.08333333333333333, 'f1-score': 0.07777777777777778, 'support': 12}}
Token level accuracy: 0.8207885304659498
Dev-Data: Prec: 0.111, Rec: 0.083, F1: 0.0952
{'C': {'precision': 0.1475095785440613, 'recall': 0.23839009287925697, 'f1-score': 0.18224852071005918, 'support': 323}, 'P': {'precision': 0.25, 'recall': 0.09615384615384616, 'f1-score': 0.1388888888888889, 'support': 520}, 'micro avg': {'precision': 0.17590027700831026, 'recall': 0.1506524317912218, 'f1-score': 0.1623003194888179, 'support': 843}, 'macro avg': {'precision': 0.19875478927203066, 'recall': 0.16727196951655157, 'f1-score': 0.16056870479947405, 'support': 843}, 'weighted avg': {'precision': 0.21073024183835323, 'recall': 0.1506524317912218, 'f1-score': 0.1555023658500253, 'support': 843}}
Token level accuracy: 0.42754256906219457
Wrong BIO-Encoding 10/731 labels, 1.37%
{'C': {'precision': 0.1475095785440613, 'recall': 0.23839009287925697, 'f1-score': 0.18224852071005918, 'support': 323}, 'P': {'precision': 0.25, 'recall': 0.09615384615384616, 'f1-score': 0.1388888888888889, 'support': 520}, 'micro avg': {'precision': 0.17590027700831026, 'recall': 0.1506524317912218, 'f1-score': 0.1623003194888179, 'support': 843}, 'macro avg': {'precision': 0.19875478927203066, 'recall': 0.16727196951655157, 'f1-score': 0.16056870479947405, 'support': 843}, 'weighted avg': {'precision': 0.21073024183835323, 'recall': 0.1506524317912218, 'f1-score': 0.1555023658500253, 'support': 843}}
Token level accuracy: 0.42754256906219457
Wrong BIO-Encoding 1/722 labels, 0.14%
Test-Data: Prec: 0.176, Rec: 0.151, F1: 0.1624

Scores from epoch with best dev-scores:
  Dev-Score: 0.1176
  Test-Score 0.2249

4.42 sec for evaluation

--------- Epoch 36 -----------
784.88 sec for training (29078.96 total)
-- cmv_modes1 --
{'C': {'precision': 0.3333333333333333, 'recall': 0.14285714285714285, 'f1-score': 0.2, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.14285714285714285, 'recall': 0.08333333333333333, 'f1-score': 0.10526315789473685, 'support': 12}, 'macro avg': {'precision': 0.16666666666666666, 'recall': 0.07142857142857142, 'f1-score': 0.1, 'support': 12}, 'weighted avg': {'precision': 0.19444444444444442, 'recall': 0.08333333333333333, 'f1-score': 0.11666666666666668, 'support': 12}}
Token level accuracy: 0.6917562724014337
{'C': {'precision': 0.3333333333333333, 'recall': 0.14285714285714285, 'f1-score': 0.2, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.14285714285714285, 'recall': 0.08333333333333333, 'f1-score': 0.10526315789473685, 'support': 12}, 'macro avg': {'precision': 0.16666666666666666, 'recall': 0.07142857142857142, 'f1-score': 0.1, 'support': 12}, 'weighted avg': {'precision': 0.19444444444444442, 'recall': 0.08333333333333333, 'f1-score': 0.11666666666666668, 'support': 12}}
Token level accuracy: 0.6917562724014337
Dev-Data: Prec: 0.143, Rec: 0.083, F1: 0.1053
{'C': {'precision': 0.22522522522522523, 'recall': 0.15479876160990713, 'f1-score': 0.1834862385321101, 'support': 323}, 'P': {'precision': 0.23162583518930957, 'recall': 0.2, 'f1-score': 0.21465428276573786, 'support': 520}, 'micro avg': {'precision': 0.22950819672131148, 'recall': 0.1826809015421115, 'f1-score': 0.2034346103038309, 'support': 843}, 'macro avg': {'precision': 0.2284255302072674, 'recall': 0.17739938080495357, 'f1-score': 0.19907026064892397, 'support': 843}, 'weighted avg': {'precision': 0.2291734069349807, 'recall': 0.1826809015421115, 'f1-score': 0.2027120783915246, 'support': 843}}
Token level accuracy: 0.5500797366119656
Wrong BIO-Encoding 55/723 labels, 7.61%
{'C': {'precision': 0.22522522522522523, 'recall': 0.15479876160990713, 'f1-score': 0.1834862385321101, 'support': 323}, 'P': {'precision': 0.23162583518930957, 'recall': 0.2, 'f1-score': 0.21465428276573786, 'support': 520}, 'micro avg': {'precision': 0.22950819672131148, 'recall': 0.1826809015421115, 'f1-score': 0.2034346103038309, 'support': 843}, 'macro avg': {'precision': 0.2284255302072674, 'recall': 0.17739938080495357, 'f1-score': 0.19907026064892397, 'support': 843}, 'weighted avg': {'precision': 0.2291734069349807, 'recall': 0.1826809015421115, 'f1-score': 0.2027120783915246, 'support': 843}}
Token level accuracy: 0.5500797366119656
Wrong BIO-Encoding 3/671 labels, 0.45%
Test-Data: Prec: 0.231, Rec: 0.183, F1: 0.2038

Scores from epoch with best dev-scores:
  Dev-Score: 0.1176
  Test-Score 0.2249

4.40 sec for evaluation

--------- Epoch 37 -----------
784.93 sec for training (29863.89 total)
-- cmv_modes1 --
{'C': {'precision': 0.25, 'recall': 0.14285714285714285, 'f1-score': 0.18181818181818182, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.125, 'recall': 0.08333333333333333, 'f1-score': 0.1, 'support': 12}, 'macro avg': {'precision': 0.125, 'recall': 0.07142857142857142, 'f1-score': 0.09090909090909091, 'support': 12}, 'weighted avg': {'precision': 0.14583333333333334, 'recall': 0.08333333333333333, 'f1-score': 0.10606060606060606, 'support': 12}}
Token level accuracy: 0.7562724014336918
{'C': {'precision': 0.25, 'recall': 0.14285714285714285, 'f1-score': 0.18181818181818182, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.125, 'recall': 0.08333333333333333, 'f1-score': 0.1, 'support': 12}, 'macro avg': {'precision': 0.125, 'recall': 0.07142857142857142, 'f1-score': 0.09090909090909091, 'support': 12}, 'weighted avg': {'precision': 0.14583333333333334, 'recall': 0.08333333333333333, 'f1-score': 0.10606060606060606, 'support': 12}}
Token level accuracy: 0.7562724014336918
Dev-Data: Prec: 0.125, Rec: 0.083, F1: 0.1000
{'C': {'precision': 0.22839506172839505, 'recall': 0.11455108359133127, 'f1-score': 0.15257731958762885, 'support': 323}, 'P': {'precision': 0.2208, 'recall': 0.2653846153846154, 'f1-score': 0.2410480349344978, 'support': 520}, 'micro avg': {'precision': 0.22236340533672172, 'recall': 0.20759193357058126, 'f1-score': 0.21472392638036808, 'support': 843}, 'macro avg': {'precision': 0.22459753086419754, 'recall': 0.18996784948797332, 'f1-score': 0.19681267726106333, 'support': 843}, 'weighted avg': {'precision': 0.2237100888947469, 'recall': 0.20759193357058126, 'f1-score': 0.20715000283836651, 'support': 843}}
Token level accuracy: 0.5789906888214414
Wrong BIO-Encoding 83/866 labels, 9.58%
{'C': {'precision': 0.22839506172839505, 'recall': 0.11455108359133127, 'f1-score': 0.15257731958762885, 'support': 323}, 'P': {'precision': 0.2208, 'recall': 0.2653846153846154, 'f1-score': 0.2410480349344978, 'support': 520}, 'micro avg': {'precision': 0.22236340533672172, 'recall': 0.20759193357058126, 'f1-score': 0.21472392638036808, 'support': 843}, 'macro avg': {'precision': 0.22459753086419754, 'recall': 0.18996784948797332, 'f1-score': 0.19681267726106333, 'support': 843}, 'weighted avg': {'precision': 0.2237100888947469, 'recall': 0.20759193357058126, 'f1-score': 0.20715000283836651, 'support': 843}}
Token level accuracy: 0.5789906888214414
Wrong BIO-Encoding 4/787 labels, 0.51%
Test-Data: Prec: 0.223, Rec: 0.208, F1: 0.2153

Scores from epoch with best dev-scores:
  Dev-Score: 0.1176
  Test-Score 0.2249

4.42 sec for evaluation

--------- Epoch 38 -----------
783.85 sec for training (30647.74 total)
-- cmv_modes1 --
{'C': {'precision': 0.25, 'recall': 0.2857142857142857, 'f1-score': 0.26666666666666666, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.2, 'recall': 0.16666666666666666, 'f1-score': 0.1818181818181818, 'support': 12}, 'macro avg': {'precision': 0.125, 'recall': 0.14285714285714285, 'f1-score': 0.13333333333333333, 'support': 12}, 'weighted avg': {'precision': 0.14583333333333334, 'recall': 0.16666666666666666, 'f1-score': 0.15555555555555556, 'support': 12}}
Token level accuracy: 0.7383512544802867
{'C': {'precision': 0.25, 'recall': 0.2857142857142857, 'f1-score': 0.26666666666666666, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.2, 'recall': 0.16666666666666666, 'f1-score': 0.1818181818181818, 'support': 12}, 'macro avg': {'precision': 0.125, 'recall': 0.14285714285714285, 'f1-score': 0.13333333333333333, 'support': 12}, 'weighted avg': {'precision': 0.14583333333333334, 'recall': 0.16666666666666666, 'f1-score': 0.15555555555555556, 'support': 12}}
Token level accuracy: 0.7383512544802867
Dev-Data: Prec: 0.200, Rec: 0.167, F1: 0.1818
{'C': {'precision': 0.19, 'recall': 0.23529411764705882, 'f1-score': 0.21023513139695713, 'support': 323}, 'P': {'precision': 0.23026315789473684, 'recall': 0.20192307692307693, 'f1-score': 0.2151639344262295, 'support': 520}, 'micro avg': {'precision': 0.21144859813084113, 'recall': 0.2147093712930012, 'f1-score': 0.21306650971159505, 'support': 843}, 'macro avg': {'precision': 0.21013157894736842, 'recall': 0.21860859728506787, 'f1-score': 0.21269953291159333, 'support': 843}, 'weighted avg': {'precision': 0.21483611163139163, 'recall': 0.2147093712930012, 'f1-score': 0.21327543694289028, 'support': 843}}
Token level accuracy: 0.5268789546787386
Wrong BIO-Encoding 21/875 labels, 2.40%
{'C': {'precision': 0.19, 'recall': 0.23529411764705882, 'f1-score': 0.21023513139695713, 'support': 323}, 'P': {'precision': 0.23026315789473684, 'recall': 0.20192307692307693, 'f1-score': 0.2151639344262295, 'support': 520}, 'micro avg': {'precision': 0.21144859813084113, 'recall': 0.2147093712930012, 'f1-score': 0.21306650971159505, 'support': 843}, 'macro avg': {'precision': 0.21013157894736842, 'recall': 0.21860859728506787, 'f1-score': 0.21269953291159333, 'support': 843}, 'weighted avg': {'precision': 0.21483611163139163, 'recall': 0.2147093712930012, 'f1-score': 0.21327543694289028, 'support': 843}}
Token level accuracy: 0.5268789546787386
Wrong BIO-Encoding 2/856 labels, 0.23%
Test-Data: Prec: 0.212, Rec: 0.215, F1: 0.2133

Scores from epoch with best dev-scores:
  Dev-Score: 0.1818
  Test-Score 0.2133

5.35 sec for evaluation

--------- Epoch 39 -----------
787.05 sec for training (31434.79 total)
-- cmv_modes1 --
{'C': {'precision': 0.3333333333333333, 'recall': 0.2857142857142857, 'f1-score': 0.30769230769230765, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.2, 'recall': 0.16666666666666666, 'f1-score': 0.1818181818181818, 'support': 12}, 'macro avg': {'precision': 0.16666666666666666, 'recall': 0.14285714285714285, 'f1-score': 0.15384615384615383, 'support': 12}, 'weighted avg': {'precision': 0.19444444444444442, 'recall': 0.16666666666666666, 'f1-score': 0.1794871794871795, 'support': 12}}
Token level accuracy: 0.8100358422939068
{'C': {'precision': 0.3333333333333333, 'recall': 0.2857142857142857, 'f1-score': 0.30769230769230765, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.2, 'recall': 0.16666666666666666, 'f1-score': 0.1818181818181818, 'support': 12}, 'macro avg': {'precision': 0.16666666666666666, 'recall': 0.14285714285714285, 'f1-score': 0.15384615384615383, 'support': 12}, 'weighted avg': {'precision': 0.19444444444444442, 'recall': 0.16666666666666666, 'f1-score': 0.1794871794871795, 'support': 12}}
Token level accuracy: 0.8100358422939068
Dev-Data: Prec: 0.200, Rec: 0.167, F1: 0.1818
{'C': {'precision': 0.16317016317016317, 'recall': 0.21671826625386997, 'f1-score': 0.18617021276595747, 'support': 323}, 'P': {'precision': 0.22364217252396165, 'recall': 0.1346153846153846, 'f1-score': 0.1680672268907563, 'support': 520}, 'micro avg': {'precision': 0.18867924528301888, 'recall': 0.166073546856465, 'f1-score': 0.17665615141955837, 'support': 843}, 'macro avg': {'precision': 0.1934061678470624, 'recall': 0.1756668254346273, 'f1-score': 0.17711871982835686, 'support': 843}, 'weighted avg': {'precision': 0.2004719957490187, 'recall': 0.166073546856465, 'f1-score': 0.17500348363771948, 'support': 843}}
Token level accuracy: 0.47157775605741037
{'C': {'precision': 0.16317016317016317, 'recall': 0.21671826625386997, 'f1-score': 0.18617021276595747, 'support': 323}, 'P': {'precision': 0.22364217252396165, 'recall': 0.1346153846153846, 'f1-score': 0.1680672268907563, 'support': 520}, 'micro avg': {'precision': 0.18867924528301888, 'recall': 0.166073546856465, 'f1-score': 0.17665615141955837, 'support': 843}, 'macro avg': {'precision': 0.1934061678470624, 'recall': 0.1756668254346273, 'f1-score': 0.17711871982835686, 'support': 843}, 'weighted avg': {'precision': 0.2004719957490187, 'recall': 0.166073546856465, 'f1-score': 0.17500348363771948, 'support': 843}}
Token level accuracy: 0.47157775605741037
Test-Data: Prec: 0.189, Rec: 0.166, F1: 0.1767

Scores from epoch with best dev-scores:
  Dev-Score: 0.1818
  Test-Score 0.2133

4.31 sec for evaluation

--------- Epoch 40 -----------
786.01 sec for training (32220.80 total)
-- cmv_modes1 --
{'C': {'precision': 0.3333333333333333, 'recall': 0.2857142857142857, 'f1-score': 0.30769230769230765, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.25, 'recall': 0.16666666666666666, 'f1-score': 0.2, 'support': 12}, 'macro avg': {'precision': 0.16666666666666666, 'recall': 0.14285714285714285, 'f1-score': 0.15384615384615383, 'support': 12}, 'weighted avg': {'precision': 0.19444444444444442, 'recall': 0.16666666666666666, 'f1-score': 0.1794871794871795, 'support': 12}}
Token level accuracy: 0.8279569892473119
{'C': {'precision': 0.3333333333333333, 'recall': 0.2857142857142857, 'f1-score': 0.30769230769230765, 'support': 7}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 5}, 'micro avg': {'precision': 0.25, 'recall': 0.16666666666666666, 'f1-score': 0.2, 'support': 12}, 'macro avg': {'precision': 0.16666666666666666, 'recall': 0.14285714285714285, 'f1-score': 0.15384615384615383, 'support': 12}, 'weighted avg': {'precision': 0.19444444444444442, 'recall': 0.16666666666666666, 'f1-score': 0.1794871794871795, 'support': 12}}
Token level accuracy: 0.8279569892473119
Dev-Data: Prec: 0.250, Rec: 0.167, F1: 0.2000
{'C': {'precision': 0.1442125237191651, 'recall': 0.23529411764705882, 'f1-score': 0.17882352941176471, 'support': 323}, 'P': {'precision': 0.23674911660777384, 'recall': 0.12884615384615383, 'f1-score': 0.1668742216687422, 'support': 520}, 'micro avg': {'precision': 0.1765432098765432, 'recall': 0.16963226571767498, 'f1-score': 0.17301875378100423, 'support': 843}, 'macro avg': {'precision': 0.19048082016346946, 'recall': 0.18207013574660633, 'f1-score': 0.17284887554025347, 'support': 843}, 'weighted avg': {'precision': 0.20129322158639706, 'recall': 0.16963226571767498, 'f1-score': 0.17145266342555865, 'support': 843}}
Token level accuracy: 0.4804259478368229
{'C': {'precision': 0.1442125237191651, 'recall': 0.23529411764705882, 'f1-score': 0.17882352941176471, 'support': 323}, 'P': {'precision': 0.23674911660777384, 'recall': 0.12884615384615383, 'f1-score': 0.1668742216687422, 'support': 520}, 'micro avg': {'precision': 0.1765432098765432, 'recall': 0.16963226571767498, 'f1-score': 0.17301875378100423, 'support': 843}, 'macro avg': {'precision': 0.19048082016346946, 'recall': 0.18207013574660633, 'f1-score': 0.17284887554025347, 'support': 843}, 'weighted avg': {'precision': 0.20129322158639706, 'recall': 0.16963226571767498, 'f1-score': 0.17145266342555865, 'support': 843}}
Token level accuracy: 0.4804259478368229
Test-Data: Prec: 0.177, Rec: 0.170, F1: 0.1730

Scores from epoch with best dev-scores:
  Dev-Score: 0.2000
  Test-Score 0.1730

5.88 sec for evaluation
---------RUN 2 ------------
Read 402 sentences from: essays dataset
Read 194 sentences from: hotel dataset
Read 1927 sentences from: news dataset
Read 507 sentences from: var dataset
Read 340 sentences from: web dataset
Read 118 sentences from: wiki dataset
Generate new embeddings files for a dataset
Read file: komninos_english_embeddings.gz
Added words: 29
:: Transform cmv_modes1 dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.77%
:: Create Dev Matrix ::
Unknown-Tokens: 0.18%
:: Create Test Matrix ::
Unknown-Tokens: 0.90%
:: Transform essays dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.28%
:: Create Dev Matrix ::
Unknown-Tokens: 0.26%
:: Create Test Matrix ::
Unknown-Tokens: 0.30%
:: Transform var dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 1.22%
:: Create Dev Matrix ::
Unknown-Tokens: 1.12%
:: Create Test Matrix ::
Unknown-Tokens: 1.22%
:: Transform web dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.74%
:: Create Dev Matrix ::
Unknown-Tokens: 0.49%
:: Create Test Matrix ::
Unknown-Tokens: 0.69%
:: Transform wiki dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 1.12%
:: Create Dev Matrix ::
Unknown-Tokens: 1.22%
:: Create Test Matrix ::
Unknown-Tokens: 1.05%
:: Transform news dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 1.30%
:: Create Dev Matrix ::
Unknown-Tokens: 0.00%
:: Create Test Matrix ::
Unknown-Tokens: 1.27%
:: Transform hotel dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.76%
:: Create Dev Matrix ::
Unknown-Tokens: 0.32%
:: Create Test Matrix ::
Unknown-Tokens: 0.86%
DONE - Embeddings file saved: pkl/cmv_modes1_essays_hotel_news_var_web_wiki_komninos_english_embeddings.pkl
--- cmv_modes1 ---
360 train sentences
3 dev sentences
96 test sentences
--- essays ---
321 train sentences
1 dev sentences
81 test sentences
--- var ---
405 train sentences
1 dev sentences
102 test sentences
--- web ---
272 train sentences
1 dev sentences
68 test sentences
--- wiki ---
94 train sentences
1 dev sentences
24 test sentences
--- news ---
1541 train sentences
1 dev sentences
386 test sentences
--- hotel ---
155 train sentences
1 dev sentences
39 test sentences
LSTM-Size: [100]
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66700500       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
cmv_modes1_hidden_lin_layer (TimeDistrib (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
cmv_modes1_crf (ChainCRF)                (None, None, 25)           675            cmv_modes1_hidden_lin_layer[0][0]         
=============================================================================================================================
Total params: 67,035,080
Trainable params: 334,580
Non-trainable params: 66,700,500
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66700500       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
essays_hidden_lin_layer (TimeDistributed (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
essays_crf (ChainCRF)                    (None, None, 25)           675            essays_hidden_lin_layer[0][0]             
=============================================================================================================================
Total params: 67,035,080
Trainable params: 334,580
Non-trainable params: 66,700,500
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66700500       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
var_hidden_lin_layer (TimeDistributed)   (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
var_crf (ChainCRF)                       (None, None, 25)           675            var_hidden_lin_layer[0][0]                
=============================================================================================================================
Total params: 67,035,080
Trainable params: 334,580
Non-trainable params: 66,700,500
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66700500       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
web_hidden_lin_layer (TimeDistributed)   (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
web_crf (ChainCRF)                       (None, None, 25)           675            web_hidden_lin_layer[0][0]                
=============================================================================================================================
Total params: 67,035,080
Trainable params: 334,580
Non-trainable params: 66,700,500
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66700500       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
wiki_hidden_lin_layer (TimeDistributed)  (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
wiki_crf (ChainCRF)                      (None, None, 25)           675            wiki_hidden_lin_layer[0][0]               
=============================================================================================================================
Total params: 67,035,080
Trainable params: 334,580
Non-trainable params: 66,700,500
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66700500       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
news_hidden_lin_layer (TimeDistributed)  (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
news_crf (ChainCRF)                      (None, None, 25)           675            news_hidden_lin_layer[0][0]               
=============================================================================================================================
Total params: 67,035,080
Trainable params: 334,580
Non-trainable params: 66,700,500
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66700500       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
hotel_hidden_lin_layer (TimeDistributed) (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
hotel_crf (ChainCRF)                     (None, None, 25)           675            hotel_hidden_lin_layer[0][0]              
=============================================================================================================================
Total params: 67,035,080
Trainable params: 334,580
Non-trainable params: 66,700,500
_____________________________________________________________________________________________________________________________

--------- Epoch 1 -----------
833.32 sec for training (833.32 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 10}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 22}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 22}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 22}}
Token level accuracy: 0.48250460405156537
Wrong BIO-Encoding 430/432 labels, 99.54%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 10}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 22}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 22}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 22}}
Token level accuracy: 0.48250460405156537
Wrong BIO-Encoding 38/40 labels, 95.00%
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.02821316614420063, 'recall': 0.02694610778443114, 'f1-score': 0.02756508422664625, 'support': 334}, 'P': {'precision': 0.009018036072144289, 'recall': 0.020454545454545454, 'f1-score': 0.012517385257301807, 'support': 440}, 'micro avg': {'precision': 0.01366742596810934, 'recall': 0.023255813953488372, 'f1-score': 0.01721664275466284, 'support': 774}, 'macro avg': {'precision': 0.01861560110817246, 'recall': 0.023700326619488295, 'f1-score': 0.02004123474197403, 'support': 774}, 'weighted avg': {'precision': 0.01730120589652002, 'recall': 0.023255813953488372, 'f1-score': 0.01901083675053313, 'support': 774}}
Token level accuracy: 0.49335028877232023
Wrong BIO-Encoding 13521/13569 labels, 99.65%
{'C': {'precision': 0.02821316614420063, 'recall': 0.02694610778443114, 'f1-score': 0.02756508422664625, 'support': 334}, 'P': {'precision': 0.009018036072144289, 'recall': 0.020454545454545454, 'f1-score': 0.012517385257301807, 'support': 440}, 'micro avg': {'precision': 0.01366742596810934, 'recall': 0.023255813953488372, 'f1-score': 0.01721664275466284, 'support': 774}, 'macro avg': {'precision': 0.01861560110817246, 'recall': 0.023700326619488295, 'f1-score': 0.02004123474197403, 'support': 774}, 'weighted avg': {'precision': 0.01730120589652002, 'recall': 0.023255813953488372, 'f1-score': 0.01901083675053313, 'support': 774}}
Token level accuracy: 0.49335028877232023
Wrong BIO-Encoding 1269/1317 labels, 96.36%
Test-Data: Prec: 0.014, Rec: 0.023, F1: 0.0172

Scores from epoch with best dev-scores:
  Dev-Score: 0.0000
  Test-Score 0.0000

5.71 sec for evaluation

--------- Epoch 2 -----------
789.10 sec for training (1622.42 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 10}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 22}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 22}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 22}}
Token level accuracy: 0.4419889502762431
Wrong BIO-Encoding 186/199 labels, 93.47%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 10}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 22}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 22}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 22}}
Token level accuracy: 0.4419889502762431
Wrong BIO-Encoding 14/27 labels, 51.85%
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.023668639053254437, 'recall': 0.011976047904191617, 'f1-score': 0.015904572564612324, 'support': 334}, 'P': {'precision': 0.03486238532110092, 'recall': 0.04318181818181818, 'f1-score': 0.03857868020304569, 'support': 440}, 'micro avg': {'precision': 0.03221288515406162, 'recall': 0.029715762273901807, 'f1-score': 0.030913978494623653, 'support': 774}, 'macro avg': {'precision': 0.029265512187177677, 'recall': 0.027578933043004898, 'f1-score': 0.027241626383829008, 'support': 774}, 'weighted avg': {'precision': 0.030032009024640035, 'recall': 0.029715762273901807, 'f1-score': 0.02879424615752018, 'support': 774}}
Token level accuracy: 0.5116303714300853
Wrong BIO-Encoding 5828/6140 labels, 94.92%
{'C': {'precision': 0.023668639053254437, 'recall': 0.011976047904191617, 'f1-score': 0.015904572564612324, 'support': 334}, 'P': {'precision': 0.03486238532110092, 'recall': 0.04318181818181818, 'f1-score': 0.03857868020304569, 'support': 440}, 'micro avg': {'precision': 0.03221288515406162, 'recall': 0.029715762273901807, 'f1-score': 0.030913978494623653, 'support': 774}, 'macro avg': {'precision': 0.029265512187177677, 'recall': 0.027578933043004898, 'f1-score': 0.027241626383829008, 'support': 774}, 'weighted avg': {'precision': 0.030032009024640035, 'recall': 0.029715762273901807, 'f1-score': 0.02879424615752018, 'support': 774}}
Token level accuracy: 0.5116303714300853
Wrong BIO-Encoding 402/714 labels, 56.30%
Test-Data: Prec: 0.067, Rec: 0.027, F1: 0.0387

Scores from epoch with best dev-scores:
  Dev-Score: 0.0000
  Test-Score 0.0000

4.19 sec for evaluation

--------- Epoch 3 -----------
791.37 sec for training (2413.79 total)
-- cmv_modes1 --
{'C': {'precision': 0.08333333333333333, 'recall': 0.1, 'f1-score': 0.0909090909090909, 'support': 10}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'micro avg': {'precision': 0.041666666666666664, 'recall': 0.045454545454545456, 'f1-score': 0.043478260869565216, 'support': 22}, 'macro avg': {'precision': 0.041666666666666664, 'recall': 0.05, 'f1-score': 0.04545454545454545, 'support': 22}, 'weighted avg': {'precision': 0.03787878787878787, 'recall': 0.045454545454545456, 'f1-score': 0.04132231404958677, 'support': 22}}
Token level accuracy: 0.5874769797421732
Wrong BIO-Encoding 108/125 labels, 86.40%
{'C': {'precision': 0.08333333333333333, 'recall': 0.1, 'f1-score': 0.0909090909090909, 'support': 10}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 12}, 'micro avg': {'precision': 0.041666666666666664, 'recall': 0.045454545454545456, 'f1-score': 0.043478260869565216, 'support': 22}, 'macro avg': {'precision': 0.041666666666666664, 'recall': 0.05, 'f1-score': 0.04545454545454545, 'support': 22}, 'weighted avg': {'precision': 0.03787878787878787, 'recall': 0.045454545454545456, 'f1-score': 0.04132231404958677, 'support': 22}}
Token level accuracy: 0.5874769797421732
Wrong BIO-Encoding 7/24 labels, 29.17%
Dev-Data: Prec: 0.059, Rec: 0.045, F1: 0.0513
{'C': {'precision': 0.08653846153846154, 'recall': 0.08083832335329341, 'f1-score': 0.08359133126934984, 'support': 334}, 'P': {'precision': 0.08444444444444445, 'recall': 0.08636363636363636, 'f1-score': 0.0853932584269663, 'support': 440}, 'micro avg': {'precision': 0.08530183727034121, 'recall': 0.08397932816537468, 'f1-score': 0.08463541666666667, 'support': 774}, 'macro avg': {'precision': 0.085491452991453, 'recall': 0.08360097985846489, 'f1-score': 0.08449229484815807, 'support': 774}, 'weighted avg': {'precision': 0.08534806422403322, 'recall': 0.08397932816537468, 'f1-score': 0.0846156826251008, 'support': 774}}
Token level accuracy: 0.5370635299104541
Wrong BIO-Encoding 3320/3900 labels, 85.13%
{'C': {'precision': 0.08653846153846154, 'recall': 0.08083832335329341, 'f1-score': 0.08359133126934984, 'support': 334}, 'P': {'precision': 0.08444444444444445, 'recall': 0.08636363636363636, 'f1-score': 0.0853932584269663, 'support': 440}, 'micro avg': {'precision': 0.08530183727034121, 'recall': 0.08397932816537468, 'f1-score': 0.08463541666666667, 'support': 774}, 'macro avg': {'precision': 0.085491452991453, 'recall': 0.08360097985846489, 'f1-score': 0.08449229484815807, 'support': 774}, 'weighted avg': {'precision': 0.08534806422403322, 'recall': 0.08397932816537468, 'f1-score': 0.0846156826251008, 'support': 774}}
Token level accuracy: 0.5370635299104541
Wrong BIO-Encoding 182/762 labels, 23.88%
Test-Data: Prec: 0.110, Rec: 0.083, F1: 0.0945

Scores from epoch with best dev-scores:
  Dev-Score: 0.0513
  Test-Score 0.0945

7.18 sec for evaluation

--------- Epoch 4 -----------
797.25 sec for training (3211.05 total)
-- cmv_modes1 --
{'C': {'precision': 0.1111111111111111, 'recall': 0.1, 'f1-score': 0.10526315789473685, 'support': 10}, 'P': {'precision': 0.4, 'recall': 0.3333333333333333, 'f1-score': 0.3636363636363636, 'support': 12}, 'micro avg': {'precision': 0.2631578947368421, 'recall': 0.22727272727272727, 'f1-score': 0.24390243902439024, 'support': 22}, 'macro avg': {'precision': 0.25555555555555554, 'recall': 0.21666666666666667, 'f1-score': 0.2344497607655502, 'support': 22}, 'weighted avg': {'precision': 0.2686868686868687, 'recall': 0.22727272727272727, 'f1-score': 0.24619399739016962, 'support': 22}}
Token level accuracy: 0.4162062615101289
Wrong BIO-Encoding 27/45 labels, 60.00%
{'C': {'precision': 0.1111111111111111, 'recall': 0.1, 'f1-score': 0.10526315789473685, 'support': 10}, 'P': {'precision': 0.4, 'recall': 0.3333333333333333, 'f1-score': 0.3636363636363636, 'support': 12}, 'micro avg': {'precision': 0.2631578947368421, 'recall': 0.22727272727272727, 'f1-score': 0.24390243902439024, 'support': 22}, 'macro avg': {'precision': 0.25555555555555554, 'recall': 0.21666666666666667, 'f1-score': 0.2344497607655502, 'support': 22}, 'weighted avg': {'precision': 0.2686868686868687, 'recall': 0.22727272727272727, 'f1-score': 0.24619399739016962, 'support': 22}}
Token level accuracy: 0.4162062615101289
Wrong BIO-Encoding 1/19 labels, 5.26%
Dev-Data: Prec: 0.278, Rec: 0.227, F1: 0.2500
{'C': {'precision': 0.1037037037037037, 'recall': 0.08383233532934131, 'f1-score': 0.09271523178807946, 'support': 334}, 'P': {'precision': 0.1859504132231405, 'recall': 0.20454545454545456, 'f1-score': 0.19480519480519481, 'support': 440}, 'micro avg': {'precision': 0.15649867374005305, 'recall': 0.1524547803617571, 'f1-score': 0.1544502617801047, 'support': 774}, 'macro avg': {'precision': 0.1448270584634221, 'recall': 0.14418889493739795, 'f1-score': 0.14376021329663713, 'support': 774}, 'weighted avg': {'precision': 0.15045893908943003, 'recall': 0.1524547803617571, 'f1-score': 0.15075086967894608, 'support': 774}}
Token level accuracy: 0.5468658930747629
Wrong BIO-Encoding 2718/3364 labels, 80.80%
{'C': {'precision': 0.1037037037037037, 'recall': 0.08383233532934131, 'f1-score': 0.09271523178807946, 'support': 334}, 'P': {'precision': 0.1859504132231405, 'recall': 0.20454545454545456, 'f1-score': 0.19480519480519481, 'support': 440}, 'micro avg': {'precision': 0.15649867374005305, 'recall': 0.1524547803617571, 'f1-score': 0.1544502617801047, 'support': 774}, 'macro avg': {'precision': 0.1448270584634221, 'recall': 0.14418889493739795, 'f1-score': 0.14376021329663713, 'support': 774}, 'weighted avg': {'precision': 0.15045893908943003, 'recall': 0.1524547803617571, 'f1-score': 0.15075086967894608, 'support': 774}}
Token level accuracy: 0.5468658930747629
Wrong BIO-Encoding 108/754 labels, 14.32%
Test-Data: Prec: 0.181, Rec: 0.151, F1: 0.1648

Scores from epoch with best dev-scores:
  Dev-Score: 0.2500
  Test-Score 0.1648

5.87 sec for evaluation

--------- Epoch 5 -----------
789.52 sec for training (4000.56 total)
-- cmv_modes1 --
{'C': {'precision': 0.1111111111111111, 'recall': 0.1, 'f1-score': 0.10526315789473685, 'support': 10}, 'P': {'precision': 0.2727272727272727, 'recall': 0.25, 'f1-score': 0.2608695652173913, 'support': 12}, 'micro avg': {'precision': 0.2, 'recall': 0.18181818181818182, 'f1-score': 0.1904761904761905, 'support': 22}, 'macro avg': {'precision': 0.1919191919191919, 'recall': 0.175, 'f1-score': 0.18306636155606407, 'support': 22}, 'weighted avg': {'precision': 0.19926538108356293, 'recall': 0.18181818181818182, 'f1-score': 0.19013938007073017, 'support': 22}}
Token level accuracy: 0.4880294659300184
{'C': {'precision': 0.1111111111111111, 'recall': 0.1, 'f1-score': 0.10526315789473685, 'support': 10}, 'P': {'precision': 0.2727272727272727, 'recall': 0.25, 'f1-score': 0.2608695652173913, 'support': 12}, 'micro avg': {'precision': 0.2, 'recall': 0.18181818181818182, 'f1-score': 0.1904761904761905, 'support': 22}, 'macro avg': {'precision': 0.1919191919191919, 'recall': 0.175, 'f1-score': 0.18306636155606407, 'support': 22}, 'weighted avg': {'precision': 0.19926538108356293, 'recall': 0.18181818181818182, 'f1-score': 0.19013938007073017, 'support': 22}}
Token level accuracy: 0.4880294659300184
Dev-Data: Prec: 0.200, Rec: 0.182, F1: 0.1905
{'C': {'precision': 0.11612903225806452, 'recall': 0.10778443113772455, 'f1-score': 0.11180124223602485, 'support': 334}, 'P': {'precision': 0.20382165605095542, 'recall': 0.21818181818181817, 'f1-score': 0.2107574094401756, 'support': 440}, 'micro avg': {'precision': 0.16901408450704225, 'recall': 0.17054263565891473, 'f1-score': 0.16977491961414792, 'support': 774}, 'macro avg': {'precision': 0.15997534415450998, 'recall': 0.16298312465977136, 'f1-score': 0.16127932583810023, 'support': 774}, 'weighted avg': {'precision': 0.1659801362230154, 'recall': 0.17054263565891473, 'f1-score': 0.16805539413502527, 'support': 774}}
Token level accuracy: 0.5694378212260902
Wrong BIO-Encoding 1001/1728 labels, 57.93%
{'C': {'precision': 0.11612903225806452, 'recall': 0.10778443113772455, 'f1-score': 0.11180124223602485, 'support': 334}, 'P': {'precision': 0.20382165605095542, 'recall': 0.21818181818181817, 'f1-score': 0.2107574094401756, 'support': 440}, 'micro avg': {'precision': 0.16901408450704225, 'recall': 0.17054263565891473, 'f1-score': 0.16977491961414792, 'support': 774}, 'macro avg': {'precision': 0.15997534415450998, 'recall': 0.16298312465977136, 'f1-score': 0.16127932583810023, 'support': 774}, 'weighted avg': {'precision': 0.1659801362230154, 'recall': 0.17054263565891473, 'f1-score': 0.16805539413502527, 'support': 774}}
Token level accuracy: 0.5694378212260902
Wrong BIO-Encoding 54/781 labels, 6.91%
Test-Data: Prec: 0.182, Rec: 0.171, F1: 0.1759

Scores from epoch with best dev-scores:
  Dev-Score: 0.2500
  Test-Score 0.1648

4.14 sec for evaluation

--------- Epoch 6 -----------
807.77 sec for training (4808.34 total)
-- cmv_modes1 --
{'C': {'precision': 0.2, 'recall': 0.1, 'f1-score': 0.13333333333333333, 'support': 10}, 'P': {'precision': 0.5, 'recall': 0.5, 'f1-score': 0.5, 'support': 12}, 'micro avg': {'precision': 0.4117647058823529, 'recall': 0.3181818181818182, 'f1-score': 0.358974358974359, 'support': 22}, 'macro avg': {'precision': 0.35, 'recall': 0.3, 'f1-score': 0.31666666666666665, 'support': 22}, 'weighted avg': {'precision': 0.36363636363636365, 'recall': 0.3181818181818182, 'f1-score': 0.3333333333333333, 'support': 22}}
Token level accuracy: 0.5543278084714549
{'C': {'precision': 0.2, 'recall': 0.1, 'f1-score': 0.13333333333333333, 'support': 10}, 'P': {'precision': 0.5, 'recall': 0.5, 'f1-score': 0.5, 'support': 12}, 'micro avg': {'precision': 0.4117647058823529, 'recall': 0.3181818181818182, 'f1-score': 0.358974358974359, 'support': 22}, 'macro avg': {'precision': 0.35, 'recall': 0.3, 'f1-score': 0.31666666666666665, 'support': 22}, 'weighted avg': {'precision': 0.36363636363636365, 'recall': 0.3181818181818182, 'f1-score': 0.3333333333333333, 'support': 22}}
Token level accuracy: 0.5543278084714549
Dev-Data: Prec: 0.412, Rec: 0.318, F1: 0.3590
{'C': {'precision': 0.17218543046357615, 'recall': 0.07784431137724551, 'f1-score': 0.10721649484536083, 'support': 334}, 'P': {'precision': 0.22075055187637968, 'recall': 0.22727272727272727, 'f1-score': 0.22396416573348266, 'support': 440}, 'micro avg': {'precision': 0.20860927152317882, 'recall': 0.16279069767441862, 'f1-score': 0.18287373004354135, 'support': 774}, 'macro avg': {'precision': 0.19646799116997793, 'recall': 0.15255851932498637, 'f1-score': 0.16559033028942174, 'support': 774}, 'weighted avg': {'precision': 0.19979350981969185, 'recall': 0.16279069767441862, 'f1-score': 0.17358467984636033, 'support': 774}}
Token level accuracy: 0.5757961108461824
Wrong BIO-Encoding 1798/2337 labels, 76.94%
{'C': {'precision': 0.17218543046357615, 'recall': 0.07784431137724551, 'f1-score': 0.10721649484536083, 'support': 334}, 'P': {'precision': 0.22075055187637968, 'recall': 0.22727272727272727, 'f1-score': 0.22396416573348266, 'support': 440}, 'micro avg': {'precision': 0.20860927152317882, 'recall': 0.16279069767441862, 'f1-score': 0.18287373004354135, 'support': 774}, 'macro avg': {'precision': 0.19646799116997793, 'recall': 0.15255851932498637, 'f1-score': 0.16559033028942174, 'support': 774}, 'weighted avg': {'precision': 0.19979350981969185, 'recall': 0.16279069767441862, 'f1-score': 0.17358467984636033, 'support': 774}}
Token level accuracy: 0.5757961108461824
Wrong BIO-Encoding 65/604 labels, 10.76%
Test-Data: Prec: 0.234, Rec: 0.163, F1: 0.1919

Scores from epoch with best dev-scores:
  Dev-Score: 0.3590
  Test-Score 0.1919

5.13 sec for evaluation

--------- Epoch 7 -----------
787.32 sec for training (5595.65 total)
-- cmv_modes1 --
{'C': {'precision': 0.3333333333333333, 'recall': 0.5, 'f1-score': 0.4, 'support': 10}, 'P': {'precision': 0.4, 'recall': 0.16666666666666666, 'f1-score': 0.23529411764705882, 'support': 12}, 'micro avg': {'precision': 0.35, 'recall': 0.3181818181818182, 'f1-score': 0.3333333333333333, 'support': 22}, 'macro avg': {'precision': 0.3666666666666667, 'recall': 0.3333333333333333, 'f1-score': 0.3176470588235294, 'support': 22}, 'weighted avg': {'precision': 0.3696969696969697, 'recall': 0.3181818181818182, 'f1-score': 0.3101604278074866, 'support': 22}}
Token level accuracy: 0.5488029465930019
{'C': {'precision': 0.3333333333333333, 'recall': 0.5, 'f1-score': 0.4, 'support': 10}, 'P': {'precision': 0.4, 'recall': 0.16666666666666666, 'f1-score': 0.23529411764705882, 'support': 12}, 'micro avg': {'precision': 0.35, 'recall': 0.3181818181818182, 'f1-score': 0.3333333333333333, 'support': 22}, 'macro avg': {'precision': 0.3666666666666667, 'recall': 0.3333333333333333, 'f1-score': 0.3176470588235294, 'support': 22}, 'weighted avg': {'precision': 0.3696969696969697, 'recall': 0.3181818181818182, 'f1-score': 0.3101604278074866, 'support': 22}}
Token level accuracy: 0.5488029465930019
Dev-Data: Prec: 0.350, Rec: 0.318, F1: 0.3333
{'C': {'precision': 0.12612612612612611, 'recall': 0.16766467065868262, 'f1-score': 0.14395886889460152, 'support': 334}, 'P': {'precision': 0.27555555555555555, 'recall': 0.1409090909090909, 'f1-score': 0.18646616541353384, 'support': 440}, 'micro avg': {'precision': 0.17638266068759342, 'recall': 0.1524547803617571, 'f1-score': 0.16354816354816357, 'support': 774}, 'macro avg': {'precision': 0.20084084084084083, 'recall': 0.15428688078388675, 'f1-score': 0.16521251715406768, 'support': 774}, 'weighted avg': {'precision': 0.21107308859246846, 'recall': 0.1524547803617571, 'f1-score': 0.16812322350484726, 'support': 774}}
Token level accuracy: 0.5358978434801038
Wrong BIO-Encoding 620/1259 labels, 49.25%
{'C': {'precision': 0.12612612612612611, 'recall': 0.16766467065868262, 'f1-score': 0.14395886889460152, 'support': 334}, 'P': {'precision': 0.27555555555555555, 'recall': 0.1409090909090909, 'f1-score': 0.18646616541353384, 'support': 440}, 'micro avg': {'precision': 0.17638266068759342, 'recall': 0.1524547803617571, 'f1-score': 0.16354816354816357, 'support': 774}, 'macro avg': {'precision': 0.20084084084084083, 'recall': 0.15428688078388675, 'f1-score': 0.16521251715406768, 'support': 774}, 'weighted avg': {'precision': 0.21107308859246846, 'recall': 0.1524547803617571, 'f1-score': 0.16812322350484726, 'support': 774}}
Token level accuracy: 0.5358978434801038
Wrong BIO-Encoding 30/669 labels, 4.48%
Test-Data: Prec: 0.185, Rec: 0.152, F1: 0.1670

Scores from epoch with best dev-scores:
  Dev-Score: 0.3590
  Test-Score 0.1919

4.40 sec for evaluation

--------- Epoch 8 -----------
827.07 sec for training (6422.73 total)
-- cmv_modes1 --
{'C': {'precision': 0.36363636363636365, 'recall': 0.4, 'f1-score': 0.380952380952381, 'support': 10}, 'P': {'precision': 0.25, 'recall': 0.16666666666666666, 'f1-score': 0.2, 'support': 12}, 'micro avg': {'precision': 0.3157894736842105, 'recall': 0.2727272727272727, 'f1-score': 0.2926829268292683, 'support': 22}, 'macro avg': {'precision': 0.3068181818181818, 'recall': 0.2833333333333333, 'f1-score': 0.2904761904761905, 'support': 22}, 'weighted avg': {'precision': 0.30165289256198347, 'recall': 0.2727272727272727, 'f1-score': 0.2822510822510823, 'support': 22}}
Token level accuracy: 0.5874769797421732
{'C': {'precision': 0.36363636363636365, 'recall': 0.4, 'f1-score': 0.380952380952381, 'support': 10}, 'P': {'precision': 0.25, 'recall': 0.16666666666666666, 'f1-score': 0.2, 'support': 12}, 'micro avg': {'precision': 0.3157894736842105, 'recall': 0.2727272727272727, 'f1-score': 0.2926829268292683, 'support': 22}, 'macro avg': {'precision': 0.3068181818181818, 'recall': 0.2833333333333333, 'f1-score': 0.2904761904761905, 'support': 22}, 'weighted avg': {'precision': 0.30165289256198347, 'recall': 0.2727272727272727, 'f1-score': 0.2822510822510823, 'support': 22}}
Token level accuracy: 0.5874769797421732
Dev-Data: Prec: 0.316, Rec: 0.273, F1: 0.2927
{'C': {'precision': 0.12, 'recall': 0.09880239520958084, 'f1-score': 0.1083743842364532, 'support': 334}, 'P': {'precision': 0.24313725490196078, 'recall': 0.1409090909090909, 'f1-score': 0.17841726618705034, 'support': 440}, 'micro avg': {'precision': 0.1792452830188679, 'recall': 0.1227390180878553, 'f1-score': 0.14570552147239266, 'support': 774}, 'macro avg': {'precision': 0.1815686274509804, 'recall': 0.11985574305933587, 'f1-score': 0.14339582521175176, 'support': 774}, 'weighted avg': {'precision': 0.19000050666261337, 'recall': 0.1227390180878553, 'f1-score': 0.14819204322645677, 'support': 774}}
Token level accuracy: 0.5647220897578551
Wrong BIO-Encoding 586/1093 labels, 53.61%
{'C': {'precision': 0.12, 'recall': 0.09880239520958084, 'f1-score': 0.1083743842364532, 'support': 334}, 'P': {'precision': 0.24313725490196078, 'recall': 0.1409090909090909, 'f1-score': 0.17841726618705034, 'support': 440}, 'micro avg': {'precision': 0.1792452830188679, 'recall': 0.1227390180878553, 'f1-score': 0.14570552147239266, 'support': 774}, 'macro avg': {'precision': 0.1815686274509804, 'recall': 0.11985574305933587, 'f1-score': 0.14339582521175176, 'support': 774}, 'weighted avg': {'precision': 0.19000050666261337, 'recall': 0.1227390180878553, 'f1-score': 0.14819204322645677, 'support': 774}}
Token level accuracy: 0.5647220897578551
Wrong BIO-Encoding 23/530 labels, 4.34%
Test-Data: Prec: 0.185, Rec: 0.121, F1: 0.1468

Scores from epoch with best dev-scores:
  Dev-Score: 0.3590
  Test-Score 0.1919

4.33 sec for evaluation

--------- Epoch 9 -----------
819.88 sec for training (7242.60 total)
-- cmv_modes1 --
{'C': {'precision': 0.36363636363636365, 'recall': 0.4, 'f1-score': 0.380952380952381, 'support': 10}, 'P': {'precision': 0.6, 'recall': 0.5, 'f1-score': 0.5454545454545454, 'support': 12}, 'micro avg': {'precision': 0.47619047619047616, 'recall': 0.45454545454545453, 'f1-score': 0.46511627906976744, 'support': 22}, 'macro avg': {'precision': 0.4818181818181818, 'recall': 0.45, 'f1-score': 0.4632034632034632, 'support': 22}, 'weighted avg': {'precision': 0.4925619834710744, 'recall': 0.45454545454545453, 'f1-score': 0.470680834317198, 'support': 22}}
Token level accuracy: 0.6906077348066298
{'C': {'precision': 0.36363636363636365, 'recall': 0.4, 'f1-score': 0.380952380952381, 'support': 10}, 'P': {'precision': 0.6, 'recall': 0.5, 'f1-score': 0.5454545454545454, 'support': 12}, 'micro avg': {'precision': 0.47619047619047616, 'recall': 0.45454545454545453, 'f1-score': 0.46511627906976744, 'support': 22}, 'macro avg': {'precision': 0.4818181818181818, 'recall': 0.45, 'f1-score': 0.4632034632034632, 'support': 22}, 'weighted avg': {'precision': 0.4925619834710744, 'recall': 0.45454545454545453, 'f1-score': 0.470680834317198, 'support': 22}}
Token level accuracy: 0.6906077348066298
Dev-Data: Prec: 0.476, Rec: 0.455, F1: 0.4651
{'C': {'precision': 0.1310344827586207, 'recall': 0.17065868263473055, 'f1-score': 0.14824447334200264, 'support': 334}, 'P': {'precision': 0.29819277108433734, 'recall': 0.225, 'f1-score': 0.2564766839378238, 'support': 440}, 'micro avg': {'precision': 0.2033898305084746, 'recall': 0.20155038759689922, 'f1-score': 0.2024659312134977, 'support': 774}, 'macro avg': {'precision': 0.214613626921479, 'recall': 0.1978293413173653, 'f1-score': 0.20236057863991322, 'support': 774}, 'weighted avg': {'precision': 0.22605986630295577, 'recall': 0.20155038759689922, 'f1-score': 0.20977182820267617, 'support': 774}}
Token level accuracy: 0.5440576484925556
Wrong BIO-Encoding 433/1185 labels, 36.54%
{'C': {'precision': 0.1310344827586207, 'recall': 0.17065868263473055, 'f1-score': 0.14824447334200264, 'support': 334}, 'P': {'precision': 0.29819277108433734, 'recall': 0.225, 'f1-score': 0.2564766839378238, 'support': 440}, 'micro avg': {'precision': 0.2033898305084746, 'recall': 0.20155038759689922, 'f1-score': 0.2024659312134977, 'support': 774}, 'macro avg': {'precision': 0.214613626921479, 'recall': 0.1978293413173653, 'f1-score': 0.20236057863991322, 'support': 774}, 'weighted avg': {'precision': 0.22605986630295577, 'recall': 0.20155038759689922, 'f1-score': 0.20977182820267617, 'support': 774}}
Token level accuracy: 0.5440576484925556
Wrong BIO-Encoding 15/767 labels, 1.96%
Test-Data: Prec: 0.207, Rec: 0.202, F1: 0.2045

Scores from epoch with best dev-scores:
  Dev-Score: 0.4651
  Test-Score 0.2045

5.07 sec for evaluation

--------- Epoch 10 -----------
764.05 sec for training (8006.66 total)
-- cmv_modes1 --
{'C': {'precision': 0.375, 'recall': 0.3, 'f1-score': 0.33333333333333326, 'support': 10}, 'P': {'precision': 0.4166666666666667, 'recall': 0.4166666666666667, 'f1-score': 0.4166666666666667, 'support': 12}, 'micro avg': {'precision': 0.4, 'recall': 0.36363636363636365, 'f1-score': 0.380952380952381, 'support': 22}, 'macro avg': {'precision': 0.39583333333333337, 'recall': 0.35833333333333334, 'f1-score': 0.375, 'support': 22}, 'weighted avg': {'precision': 0.3977272727272727, 'recall': 0.36363636363636365, 'f1-score': 0.37878787878787873, 'support': 22}}
Token level accuracy: 0.6629834254143646
{'C': {'precision': 0.375, 'recall': 0.3, 'f1-score': 0.33333333333333326, 'support': 10}, 'P': {'precision': 0.4166666666666667, 'recall': 0.4166666666666667, 'f1-score': 0.4166666666666667, 'support': 12}, 'micro avg': {'precision': 0.4, 'recall': 0.36363636363636365, 'f1-score': 0.380952380952381, 'support': 22}, 'macro avg': {'precision': 0.39583333333333337, 'recall': 0.35833333333333334, 'f1-score': 0.375, 'support': 22}, 'weighted avg': {'precision': 0.3977272727272727, 'recall': 0.36363636363636365, 'f1-score': 0.37878787878787873, 'support': 22}}
Token level accuracy: 0.6629834254143646
Dev-Data: Prec: 0.400, Rec: 0.364, F1: 0.3810
{'C': {'precision': 0.14728682170542637, 'recall': 0.05688622754491018, 'f1-score': 0.08207343412526998, 'support': 334}, 'P': {'precision': 0.20134228187919462, 'recall': 0.13636363636363635, 'f1-score': 0.16260162601626016, 'support': 440}, 'micro avg': {'precision': 0.18501170960187355, 'recall': 0.1020671834625323, 'f1-score': 0.1315570358034971, 'support': 774}, 'macro avg': {'precision': 0.17431455179231048, 'recall': 0.09662493195427327, 'f1-score': 0.12233753007076506, 'support': 774}, 'weighted avg': {'precision': 0.17801602387139281, 'recall': 0.1020671834625323, 'f1-score': 0.12785173442505768, 'support': 774}}
Token level accuracy: 0.5195782334552006
Wrong BIO-Encoding 400/808 labels, 49.50%
{'C': {'precision': 0.14728682170542637, 'recall': 0.05688622754491018, 'f1-score': 0.08207343412526998, 'support': 334}, 'P': {'precision': 0.20134228187919462, 'recall': 0.13636363636363635, 'f1-score': 0.16260162601626016, 'support': 440}, 'micro avg': {'precision': 0.18501170960187355, 'recall': 0.1020671834625323, 'f1-score': 0.1315570358034971, 'support': 774}, 'macro avg': {'precision': 0.17431455179231048, 'recall': 0.09662493195427327, 'f1-score': 0.12233753007076506, 'support': 774}, 'weighted avg': {'precision': 0.17801602387139281, 'recall': 0.1020671834625323, 'f1-score': 0.12785173442505768, 'support': 774}}
Token level accuracy: 0.5195782334552006
Wrong BIO-Encoding 19/427 labels, 4.45%
Test-Data: Prec: 0.194, Rec: 0.102, F1: 0.1337

Scores from epoch with best dev-scores:
  Dev-Score: 0.4651
  Test-Score 0.2045

3.92 sec for evaluation

--------- Epoch 11 -----------
729.83 sec for training (8736.49 total)
-- cmv_modes1 --
{'C': {'precision': 0.3, 'recall': 0.3, 'f1-score': 0.3, 'support': 10}, 'P': {'precision': 0.3333333333333333, 'recall': 0.3333333333333333, 'f1-score': 0.3333333333333333, 'support': 12}, 'micro avg': {'precision': 0.3181818181818182, 'recall': 0.3181818181818182, 'f1-score': 0.3181818181818182, 'support': 22}, 'macro avg': {'precision': 0.31666666666666665, 'recall': 0.31666666666666665, 'f1-score': 0.31666666666666665, 'support': 22}, 'weighted avg': {'precision': 0.3181818181818182, 'recall': 0.3181818181818182, 'f1-score': 0.3181818181818182, 'support': 22}}
Token level accuracy: 0.6335174953959485
{'C': {'precision': 0.3, 'recall': 0.3, 'f1-score': 0.3, 'support': 10}, 'P': {'precision': 0.3333333333333333, 'recall': 0.3333333333333333, 'f1-score': 0.3333333333333333, 'support': 12}, 'micro avg': {'precision': 0.3181818181818182, 'recall': 0.3181818181818182, 'f1-score': 0.3181818181818182, 'support': 22}, 'macro avg': {'precision': 0.31666666666666665, 'recall': 0.31666666666666665, 'f1-score': 0.31666666666666665, 'support': 22}, 'weighted avg': {'precision': 0.3181818181818182, 'recall': 0.3181818181818182, 'f1-score': 0.3181818181818182, 'support': 22}}
Token level accuracy: 0.6335174953959485
Dev-Data: Prec: 0.318, Rec: 0.318, F1: 0.3182
{'C': {'precision': 0.13278008298755187, 'recall': 0.09580838323353294, 'f1-score': 0.11130434782608696, 'support': 334}, 'P': {'precision': 0.24376731301939059, 'recall': 0.2, 'f1-score': 0.21972534332084895, 'support': 440}, 'micro avg': {'precision': 0.19933554817275748, 'recall': 0.15503875968992248, 'f1-score': 0.17441860465116277, 'support': 774}, 'macro avg': {'precision': 0.1882736980034712, 'recall': 0.1479041916167665, 'f1-score': 0.16551484557346796, 'support': 774}, 'weighted avg': {'precision': 0.1958735987679253, 'recall': 0.15503875968992248, 'f1-score': 0.17293902226755373, 'support': 774}}
Token level accuracy: 0.554230911884703
Wrong BIO-Encoding 373/957 labels, 38.98%
{'C': {'precision': 0.13278008298755187, 'recall': 0.09580838323353294, 'f1-score': 0.11130434782608696, 'support': 334}, 'P': {'precision': 0.24376731301939059, 'recall': 0.2, 'f1-score': 0.21972534332084895, 'support': 440}, 'micro avg': {'precision': 0.19933554817275748, 'recall': 0.15503875968992248, 'f1-score': 0.17441860465116277, 'support': 774}, 'macro avg': {'precision': 0.1882736980034712, 'recall': 0.1479041916167665, 'f1-score': 0.16551484557346796, 'support': 774}, 'weighted avg': {'precision': 0.1958735987679253, 'recall': 0.15503875968992248, 'f1-score': 0.17293902226755373, 'support': 774}}
Token level accuracy: 0.554230911884703
Wrong BIO-Encoding 18/602 labels, 2.99%
Test-Data: Prec: 0.205, Rec: 0.155, F1: 0.1767

Scores from epoch with best dev-scores:
  Dev-Score: 0.4651
  Test-Score 0.2045

3.98 sec for evaluation

--------- Epoch 12 -----------
729.19 sec for training (9465.68 total)
-- cmv_modes1 --
{'C': {'precision': 0.3333333333333333, 'recall': 0.5, 'f1-score': 0.4, 'support': 10}, 'P': {'precision': 0.3333333333333333, 'recall': 0.16666666666666666, 'f1-score': 0.2222222222222222, 'support': 12}, 'micro avg': {'precision': 0.3333333333333333, 'recall': 0.3181818181818182, 'f1-score': 0.3255813953488372, 'support': 22}, 'macro avg': {'precision': 0.3333333333333333, 'recall': 0.3333333333333333, 'f1-score': 0.3111111111111111, 'support': 22}, 'weighted avg': {'precision': 0.3333333333333333, 'recall': 0.3181818181818182, 'f1-score': 0.303030303030303, 'support': 22}}
Token level accuracy: 0.5377532228360957
{'C': {'precision': 0.3333333333333333, 'recall': 0.5, 'f1-score': 0.4, 'support': 10}, 'P': {'precision': 0.3333333333333333, 'recall': 0.16666666666666666, 'f1-score': 0.2222222222222222, 'support': 12}, 'micro avg': {'precision': 0.3333333333333333, 'recall': 0.3181818181818182, 'f1-score': 0.3255813953488372, 'support': 22}, 'macro avg': {'precision': 0.3333333333333333, 'recall': 0.3333333333333333, 'f1-score': 0.3111111111111111, 'support': 22}, 'weighted avg': {'precision': 0.3333333333333333, 'recall': 0.3181818181818182, 'f1-score': 0.303030303030303, 'support': 22}}
Token level accuracy: 0.5377532228360957
Dev-Data: Prec: 0.333, Rec: 0.318, F1: 0.3256
{'C': {'precision': 0.14285714285714285, 'recall': 0.20958083832335328, 'f1-score': 0.1699029126213592, 'support': 334}, 'P': {'precision': 0.2788104089219331, 'recall': 0.17045454545454544, 'f1-score': 0.21156558533145275, 'support': 440}, 'micro avg': {'precision': 0.19104084321475626, 'recall': 0.18733850129198967, 'f1-score': 0.18917155903457272, 'support': 774}, 'macro avg': {'precision': 0.21083377588953797, 'recall': 0.19001769188894935, 'f1-score': 0.19073424897640598, 'support': 774}, 'weighted avg': {'precision': 0.22014323726089957, 'recall': 0.18733850129198967, 'f1-score': 0.1935871193299395, 'support': 774}}
Token level accuracy: 0.5200551051767075
Wrong BIO-Encoding 107/860 labels, 12.44%
{'C': {'precision': 0.14285714285714285, 'recall': 0.20958083832335328, 'f1-score': 0.1699029126213592, 'support': 334}, 'P': {'precision': 0.2788104089219331, 'recall': 0.17045454545454544, 'f1-score': 0.21156558533145275, 'support': 440}, 'micro avg': {'precision': 0.19104084321475626, 'recall': 0.18733850129198967, 'f1-score': 0.18917155903457272, 'support': 774}, 'macro avg': {'precision': 0.21083377588953797, 'recall': 0.19001769188894935, 'f1-score': 0.19073424897640598, 'support': 774}, 'weighted avg': {'precision': 0.22014323726089957, 'recall': 0.18733850129198967, 'f1-score': 0.1935871193299395, 'support': 774}}
Token level accuracy: 0.5200551051767075
Wrong BIO-Encoding 6/759 labels, 0.79%
Test-Data: Prec: 0.193, Rec: 0.187, F1: 0.1899

Scores from epoch with best dev-scores:
  Dev-Score: 0.4651
  Test-Score 0.2045

3.93 sec for evaluation

--------- Epoch 13 -----------
724.43 sec for training (10190.10 total)
-- cmv_modes1 --
{'C': {'precision': 0.29411764705882354, 'recall': 0.5, 'f1-score': 0.37037037037037035, 'support': 10}, 'P': {'precision': 0.5, 'recall': 0.25, 'f1-score': 0.3333333333333333, 'support': 12}, 'micro avg': {'precision': 0.34782608695652173, 'recall': 0.36363636363636365, 'f1-score': 0.3555555555555555, 'support': 22}, 'macro avg': {'precision': 0.3970588235294118, 'recall': 0.375, 'f1-score': 0.35185185185185186, 'support': 22}, 'weighted avg': {'precision': 0.40641711229946526, 'recall': 0.36363636363636365, 'f1-score': 0.35016835016835013, 'support': 22}}
Token level accuracy: 0.5966850828729282
{'C': {'precision': 0.29411764705882354, 'recall': 0.5, 'f1-score': 0.37037037037037035, 'support': 10}, 'P': {'precision': 0.5, 'recall': 0.25, 'f1-score': 0.3333333333333333, 'support': 12}, 'micro avg': {'precision': 0.34782608695652173, 'recall': 0.36363636363636365, 'f1-score': 0.3555555555555555, 'support': 22}, 'macro avg': {'precision': 0.3970588235294118, 'recall': 0.375, 'f1-score': 0.35185185185185186, 'support': 22}, 'weighted avg': {'precision': 0.40641711229946526, 'recall': 0.36363636363636365, 'f1-score': 0.35016835016835013, 'support': 22}}
Token level accuracy: 0.5966850828729282
Dev-Data: Prec: 0.348, Rec: 0.364, F1: 0.3556
{'C': {'precision': 0.12393162393162394, 'recall': 0.17365269461077845, 'f1-score': 0.14463840399002492, 'support': 334}, 'P': {'precision': 0.30708661417322836, 'recall': 0.17727272727272728, 'f1-score': 0.22478386167146977, 'support': 440}, 'micro avg': {'precision': 0.1883656509695291, 'recall': 0.17571059431524547, 'f1-score': 0.18181818181818182, 'support': 774}, 'macro avg': {'precision': 0.21550911905242615, 'recall': 0.17546271094175286, 'f1-score': 0.18471113283074736, 'support': 774}, 'weighted avg': {'precision': 0.228050739831244, 'recall': 0.17571059431524547, 'f1-score': 0.19019912928697033, 'support': 774}}
Token level accuracy: 0.5285328246701637
Wrong BIO-Encoding 244/962 labels, 25.36%
{'C': {'precision': 0.12393162393162394, 'recall': 0.17365269461077845, 'f1-score': 0.14463840399002492, 'support': 334}, 'P': {'precision': 0.30708661417322836, 'recall': 0.17727272727272728, 'f1-score': 0.22478386167146977, 'support': 440}, 'micro avg': {'precision': 0.1883656509695291, 'recall': 0.17571059431524547, 'f1-score': 0.18181818181818182, 'support': 774}, 'macro avg': {'precision': 0.21550911905242615, 'recall': 0.17546271094175286, 'f1-score': 0.18471113283074736, 'support': 774}, 'weighted avg': {'precision': 0.228050739831244, 'recall': 0.17571059431524547, 'f1-score': 0.19019912928697033, 'support': 774}}
Token level accuracy: 0.5285328246701637
Wrong BIO-Encoding 4/722 labels, 0.55%
Test-Data: Prec: 0.189, Rec: 0.176, F1: 0.1823

Scores from epoch with best dev-scores:
  Dev-Score: 0.4651
  Test-Score 0.2045

4.03 sec for evaluation

--------- Epoch 14 -----------
728.57 sec for training (10918.67 total)
-- cmv_modes1 --
{'C': {'precision': 0.3333333333333333, 'recall': 0.4, 'f1-score': 0.3636363636363636, 'support': 10}, 'P': {'precision': 0.18181818181818182, 'recall': 0.16666666666666666, 'f1-score': 0.17391304347826086, 'support': 12}, 'micro avg': {'precision': 0.2608695652173913, 'recall': 0.2727272727272727, 'f1-score': 0.2666666666666666, 'support': 22}, 'macro avg': {'precision': 0.25757575757575757, 'recall': 0.2833333333333333, 'f1-score': 0.26877470355731226, 'support': 22}, 'weighted avg': {'precision': 0.25068870523415976, 'recall': 0.2727272727272727, 'f1-score': 0.26015091627739845, 'support': 22}}
Token level accuracy: 0.6316758747697975
{'C': {'precision': 0.3333333333333333, 'recall': 0.4, 'f1-score': 0.3636363636363636, 'support': 10}, 'P': {'precision': 0.18181818181818182, 'recall': 0.16666666666666666, 'f1-score': 0.17391304347826086, 'support': 12}, 'micro avg': {'precision': 0.2608695652173913, 'recall': 0.2727272727272727, 'f1-score': 0.2666666666666666, 'support': 22}, 'macro avg': {'precision': 0.25757575757575757, 'recall': 0.2833333333333333, 'f1-score': 0.26877470355731226, 'support': 22}, 'weighted avg': {'precision': 0.25068870523415976, 'recall': 0.2727272727272727, 'f1-score': 0.26015091627739845, 'support': 22}}
Token level accuracy: 0.6316758747697975
Dev-Data: Prec: 0.261, Rec: 0.273, F1: 0.2667
{'C': {'precision': 0.11342592592592593, 'recall': 0.1467065868263473, 'f1-score': 0.1279373368146214, 'support': 334}, 'P': {'precision': 0.2727272727272727, 'recall': 0.17045454545454544, 'f1-score': 0.20979020979020976, 'support': 440}, 'micro avg': {'precision': 0.1753889674681754, 'recall': 0.16020671834625322, 'f1-score': 0.1674544226873734, 'support': 774}, 'macro avg': {'precision': 0.19307659932659932, 'recall': 0.15858056614044636, 'f1-score': 0.1688637733024156, 'support': 774}, 'weighted avg': {'precision': 0.20398483108431426, 'recall': 0.16020671834625322, 'f1-score': 0.17446868579299205, 'support': 774}}
Token level accuracy: 0.5434218195305462
Wrong BIO-Encoding 150/852 labels, 17.61%
{'C': {'precision': 0.11342592592592593, 'recall': 0.1467065868263473, 'f1-score': 0.1279373368146214, 'support': 334}, 'P': {'precision': 0.2727272727272727, 'recall': 0.17045454545454544, 'f1-score': 0.20979020979020976, 'support': 440}, 'micro avg': {'precision': 0.1753889674681754, 'recall': 0.16020671834625322, 'f1-score': 0.1674544226873734, 'support': 774}, 'macro avg': {'precision': 0.19307659932659932, 'recall': 0.15858056614044636, 'f1-score': 0.1688637733024156, 'support': 774}, 'weighted avg': {'precision': 0.20398483108431426, 'recall': 0.16020671834625322, 'f1-score': 0.17446868579299205, 'support': 774}}
Token level accuracy: 0.5434218195305462
Wrong BIO-Encoding 5/707 labels, 0.71%
Test-Data: Prec: 0.177, Rec: 0.160, F1: 0.1680

Scores from epoch with best dev-scores:
  Dev-Score: 0.4651
  Test-Score 0.2045

4.33 sec for evaluation

--------- Epoch 15 -----------
744.52 sec for training (11663.18 total)
-- cmv_modes1 --
{'C': {'precision': 0.2857142857142857, 'recall': 0.2, 'f1-score': 0.23529411764705882, 'support': 10}, 'P': {'precision': 0.5333333333333333, 'recall': 0.6666666666666666, 'f1-score': 0.5925925925925926, 'support': 12}, 'micro avg': {'precision': 0.45454545454545453, 'recall': 0.45454545454545453, 'f1-score': 0.45454545454545453, 'support': 22}, 'macro avg': {'precision': 0.4095238095238095, 'recall': 0.43333333333333335, 'f1-score': 0.4139433551198257, 'support': 22}, 'weighted avg': {'precision': 0.42077922077922075, 'recall': 0.45454545454545453, 'f1-score': 0.43018419489007725, 'support': 22}}
Token level accuracy: 0.7053406998158379
{'C': {'precision': 0.2857142857142857, 'recall': 0.2, 'f1-score': 0.23529411764705882, 'support': 10}, 'P': {'precision': 0.5333333333333333, 'recall': 0.6666666666666666, 'f1-score': 0.5925925925925926, 'support': 12}, 'micro avg': {'precision': 0.45454545454545453, 'recall': 0.45454545454545453, 'f1-score': 0.45454545454545453, 'support': 22}, 'macro avg': {'precision': 0.4095238095238095, 'recall': 0.43333333333333335, 'f1-score': 0.4139433551198257, 'support': 22}, 'weighted avg': {'precision': 0.42077922077922075, 'recall': 0.45454545454545453, 'f1-score': 0.43018419489007725, 'support': 22}}
Token level accuracy: 0.7053406998158379
Dev-Data: Prec: 0.455, Rec: 0.455, F1: 0.4545
{'C': {'precision': 0.1694915254237288, 'recall': 0.11976047904191617, 'f1-score': 0.14035087719298245, 'support': 334}, 'P': {'precision': 0.303347280334728, 'recall': 0.32954545454545453, 'f1-score': 0.3159041394335512, 'support': 440}, 'micro avg': {'precision': 0.25910364145658266, 'recall': 0.23901808785529716, 'f1-score': 0.24865591397849462, 'support': 774}, 'macro avg': {'precision': 0.2364194028792284, 'recall': 0.22465296679368535, 'f1-score': 0.22812750831326684, 'support': 774}, 'weighted avg': {'precision': 0.24558523622584721, 'recall': 0.23901808785529716, 'f1-score': 0.2401485973297399, 'support': 774}}
Token level accuracy: 0.5514226673024957
Wrong BIO-Encoding 109/817 labels, 13.34%
{'C': {'precision': 0.1694915254237288, 'recall': 0.11976047904191617, 'f1-score': 0.14035087719298245, 'support': 334}, 'P': {'precision': 0.303347280334728, 'recall': 0.32954545454545453, 'f1-score': 0.3159041394335512, 'support': 440}, 'micro avg': {'precision': 0.25910364145658266, 'recall': 0.23901808785529716, 'f1-score': 0.24865591397849462, 'support': 774}, 'macro avg': {'precision': 0.2364194028792284, 'recall': 0.22465296679368535, 'f1-score': 0.22812750831326684, 'support': 774}, 'weighted avg': {'precision': 0.24558523622584721, 'recall': 0.23901808785529716, 'f1-score': 0.2401485973297399, 'support': 774}}
Token level accuracy: 0.5514226673024957
Wrong BIO-Encoding 6/714 labels, 0.84%
Test-Data: Prec: 0.261, Rec: 0.239, F1: 0.2497

Scores from epoch with best dev-scores:
  Dev-Score: 0.4651
  Test-Score 0.2045

4.05 sec for evaluation

--------- Epoch 16 -----------
730.13 sec for training (12393.31 total)
-- cmv_modes1 --
{'C': {'precision': 0.2857142857142857, 'recall': 0.2, 'f1-score': 0.23529411764705882, 'support': 10}, 'P': {'precision': 0.3333333333333333, 'recall': 0.4166666666666667, 'f1-score': 0.3703703703703704, 'support': 12}, 'micro avg': {'precision': 0.3181818181818182, 'recall': 0.3181818181818182, 'f1-score': 0.3181818181818182, 'support': 22}, 'macro avg': {'precision': 0.30952380952380953, 'recall': 0.30833333333333335, 'f1-score': 0.3028322440087146, 'support': 22}, 'weighted avg': {'precision': 0.3116883116883117, 'recall': 0.3181818181818182, 'f1-score': 0.30897207367795604, 'support': 22}}
Token level accuracy: 0.6519337016574586
{'C': {'precision': 0.2857142857142857, 'recall': 0.2, 'f1-score': 0.23529411764705882, 'support': 10}, 'P': {'precision': 0.3333333333333333, 'recall': 0.4166666666666667, 'f1-score': 0.3703703703703704, 'support': 12}, 'micro avg': {'precision': 0.3181818181818182, 'recall': 0.3181818181818182, 'f1-score': 0.3181818181818182, 'support': 22}, 'macro avg': {'precision': 0.30952380952380953, 'recall': 0.30833333333333335, 'f1-score': 0.3028322440087146, 'support': 22}, 'weighted avg': {'precision': 0.3116883116883117, 'recall': 0.3181818181818182, 'f1-score': 0.30897207367795604, 'support': 22}}
Token level accuracy: 0.6519337016574586
Dev-Data: Prec: 0.318, Rec: 0.318, F1: 0.3182
{'C': {'precision': 0.19170984455958548, 'recall': 0.11077844311377245, 'f1-score': 0.14041745730550284, 'support': 334}, 'P': {'precision': 0.2647058823529412, 'recall': 0.3068181818181818, 'f1-score': 0.28421052631578947, 'support': 440}, 'micro avg': {'precision': 0.24466571834992887, 'recall': 0.2222222222222222, 'f1-score': 0.23290453622207175, 'support': 774}, 'macro avg': {'precision': 0.22820786345626332, 'recall': 0.20879831246597713, 'f1-score': 0.21231399181064614, 'support': 774}, 'weighted avg': {'precision': 0.2332063001527076, 'recall': 0.2222222222222222, 'f1-score': 0.22216028723383116, 'support': 774}}
Token level accuracy: 0.5649870184920256
{'C': {'precision': 0.19170984455958548, 'recall': 0.11077844311377245, 'f1-score': 0.14041745730550284, 'support': 334}, 'P': {'precision': 0.2647058823529412, 'recall': 0.3068181818181818, 'f1-score': 0.28421052631578947, 'support': 440}, 'micro avg': {'precision': 0.24466571834992887, 'recall': 0.2222222222222222, 'f1-score': 0.23290453622207175, 'support': 774}, 'macro avg': {'precision': 0.22820786345626332, 'recall': 0.20879831246597713, 'f1-score': 0.21231399181064614, 'support': 774}, 'weighted avg': {'precision': 0.2332063001527076, 'recall': 0.2222222222222222, 'f1-score': 0.22216028723383116, 'support': 774}}
Token level accuracy: 0.5649870184920256
Test-Data: Prec: 0.245, Rec: 0.222, F1: 0.2329

Scores from epoch with best dev-scores:
  Dev-Score: 0.4651
  Test-Score 0.2045

4.04 sec for evaluation

--------- Epoch 17 -----------
734.24 sec for training (13127.55 total)
-- cmv_modes1 --
{'C': {'precision': 0.29411764705882354, 'recall': 0.5, 'f1-score': 0.37037037037037035, 'support': 10}, 'P': {'precision': 0.42857142857142855, 'recall': 0.25, 'f1-score': 0.3157894736842105, 'support': 12}, 'micro avg': {'precision': 0.3333333333333333, 'recall': 0.36363636363636365, 'f1-score': 0.34782608695652173, 'support': 22}, 'macro avg': {'precision': 0.36134453781512604, 'recall': 0.375, 'f1-score': 0.34307992202729043, 'support': 22}, 'weighted avg': {'precision': 0.3674560733384263, 'recall': 0.36363636363636365, 'f1-score': 0.3405989721779195, 'support': 22}}
Token level accuracy: 0.5893186003683242
{'C': {'precision': 0.29411764705882354, 'recall': 0.5, 'f1-score': 0.37037037037037035, 'support': 10}, 'P': {'precision': 0.42857142857142855, 'recall': 0.25, 'f1-score': 0.3157894736842105, 'support': 12}, 'micro avg': {'precision': 0.3333333333333333, 'recall': 0.36363636363636365, 'f1-score': 0.34782608695652173, 'support': 22}, 'macro avg': {'precision': 0.36134453781512604, 'recall': 0.375, 'f1-score': 0.34307992202729043, 'support': 22}, 'weighted avg': {'precision': 0.3674560733384263, 'recall': 0.36363636363636365, 'f1-score': 0.3405989721779195, 'support': 22}}
Token level accuracy: 0.5893186003683242
Dev-Data: Prec: 0.333, Rec: 0.364, F1: 0.3478
{'C': {'precision': 0.11697247706422019, 'recall': 0.15269461077844312, 'f1-score': 0.13246753246753248, 'support': 334}, 'P': {'precision': 0.2967479674796748, 'recall': 0.16590909090909092, 'f1-score': 0.21282798833819244, 'support': 440}, 'micro avg': {'precision': 0.18181818181818182, 'recall': 0.16020671834625322, 'f1-score': 0.17032967032967034, 'support': 774}, 'macro avg': {'precision': 0.2068602222719475, 'recall': 0.15930185084376702, 'f1-score': 0.17264776040286245, 'support': 774}, 'weighted avg': {'precision': 0.21917043027197214, 'recall': 0.16020671834625322, 'f1-score': 0.17815047895731334, 'support': 774}}
Token level accuracy: 0.5452763206697399
{'C': {'precision': 0.11697247706422019, 'recall': 0.15269461077844312, 'f1-score': 0.13246753246753248, 'support': 334}, 'P': {'precision': 0.2967479674796748, 'recall': 0.16590909090909092, 'f1-score': 0.21282798833819244, 'support': 440}, 'micro avg': {'precision': 0.18181818181818182, 'recall': 0.16020671834625322, 'f1-score': 0.17032967032967034, 'support': 774}, 'macro avg': {'precision': 0.2068602222719475, 'recall': 0.15930185084376702, 'f1-score': 0.17264776040286245, 'support': 774}, 'weighted avg': {'precision': 0.21917043027197214, 'recall': 0.16020671834625322, 'f1-score': 0.17815047895731334, 'support': 774}}
Token level accuracy: 0.5452763206697399
Test-Data: Prec: 0.182, Rec: 0.160, F1: 0.1703

Scores from epoch with best dev-scores:
  Dev-Score: 0.4651
  Test-Score 0.2045

3.94 sec for evaluation

--------- Epoch 18 -----------
729.87 sec for training (13857.42 total)
-- cmv_modes1 --
{'C': {'precision': 0.2857142857142857, 'recall': 0.2, 'f1-score': 0.23529411764705882, 'support': 10}, 'P': {'precision': 0.375, 'recall': 0.5, 'f1-score': 0.42857142857142855, 'support': 12}, 'micro avg': {'precision': 0.34782608695652173, 'recall': 0.36363636363636365, 'f1-score': 0.3555555555555555, 'support': 22}, 'macro avg': {'precision': 0.33035714285714285, 'recall': 0.35, 'f1-score': 0.3319327731092437, 'support': 22}, 'weighted avg': {'precision': 0.3344155844155844, 'recall': 0.36363636363636365, 'f1-score': 0.3407181054239878, 'support': 22}}
Token level accuracy: 0.6813996316758748
{'C': {'precision': 0.2857142857142857, 'recall': 0.2, 'f1-score': 0.23529411764705882, 'support': 10}, 'P': {'precision': 0.375, 'recall': 0.5, 'f1-score': 0.42857142857142855, 'support': 12}, 'micro avg': {'precision': 0.34782608695652173, 'recall': 0.36363636363636365, 'f1-score': 0.3555555555555555, 'support': 22}, 'macro avg': {'precision': 0.33035714285714285, 'recall': 0.35, 'f1-score': 0.3319327731092437, 'support': 22}, 'weighted avg': {'precision': 0.3344155844155844, 'recall': 0.36363636363636365, 'f1-score': 0.3407181054239878, 'support': 22}}
Token level accuracy: 0.6813996316758748
Dev-Data: Prec: 0.348, Rec: 0.364, F1: 0.3556
{'C': {'precision': 0.18932038834951456, 'recall': 0.11676646706586827, 'f1-score': 0.14444444444444446, 'support': 334}, 'P': {'precision': 0.2968421052631579, 'recall': 0.32045454545454544, 'f1-score': 0.3081967213114754, 'support': 440}, 'micro avg': {'precision': 0.2643171806167401, 'recall': 0.23255813953488372, 'f1-score': 0.24742268041237112, 'support': 774}, 'macro avg': {'precision': 0.24308124680633625, 'recall': 0.21861050626020684, 'f1-score': 0.22632058287795992, 'support': 774}, 'weighted avg': {'precision': 0.2504438449929294, 'recall': 0.23255813953488372, 'f1-score': 0.23753359408461708, 'support': 774}}
Token level accuracy: 0.5450113919355694
Wrong BIO-Encoding 72/750 labels, 9.60%
{'C': {'precision': 0.18932038834951456, 'recall': 0.11676646706586827, 'f1-score': 0.14444444444444446, 'support': 334}, 'P': {'precision': 0.2968421052631579, 'recall': 0.32045454545454544, 'f1-score': 0.3081967213114754, 'support': 440}, 'micro avg': {'precision': 0.2643171806167401, 'recall': 0.23255813953488372, 'f1-score': 0.24742268041237112, 'support': 774}, 'macro avg': {'precision': 0.24308124680633625, 'recall': 0.21861050626020684, 'f1-score': 0.22632058287795992, 'support': 774}, 'weighted avg': {'precision': 0.2504438449929294, 'recall': 0.23255813953488372, 'f1-score': 0.23753359408461708, 'support': 774}}
Token level accuracy: 0.5450113919355694
Wrong BIO-Encoding 3/681 labels, 0.44%
Test-Data: Prec: 0.265, Rec: 0.233, F1: 0.2479

Scores from epoch with best dev-scores:
  Dev-Score: 0.4651
  Test-Score 0.2045

4.07 sec for evaluation

--------- Epoch 19 -----------
722.73 sec for training (14580.15 total)
-- cmv_modes1 --
{'C': {'precision': 0.4444444444444444, 'recall': 0.4, 'f1-score': 0.4210526315789474, 'support': 10}, 'P': {'precision': 0.5833333333333334, 'recall': 0.5833333333333334, 'f1-score': 0.5833333333333334, 'support': 12}, 'micro avg': {'precision': 0.5238095238095238, 'recall': 0.5, 'f1-score': 0.5116279069767442, 'support': 22}, 'macro avg': {'precision': 0.5138888888888888, 'recall': 0.4916666666666667, 'f1-score': 0.5021929824561404, 'support': 22}, 'weighted avg': {'precision': 0.5202020202020202, 'recall': 0.5, 'f1-score': 0.5095693779904307, 'support': 22}}
Token level accuracy: 0.7532228360957642
{'C': {'precision': 0.4444444444444444, 'recall': 0.4, 'f1-score': 0.4210526315789474, 'support': 10}, 'P': {'precision': 0.5833333333333334, 'recall': 0.5833333333333334, 'f1-score': 0.5833333333333334, 'support': 12}, 'micro avg': {'precision': 0.5238095238095238, 'recall': 0.5, 'f1-score': 0.5116279069767442, 'support': 22}, 'macro avg': {'precision': 0.5138888888888888, 'recall': 0.4916666666666667, 'f1-score': 0.5021929824561404, 'support': 22}, 'weighted avg': {'precision': 0.5202020202020202, 'recall': 0.5, 'f1-score': 0.5095693779904307, 'support': 22}}
Token level accuracy: 0.7532228360957642
Dev-Data: Prec: 0.524, Rec: 0.500, F1: 0.5116
{'C': {'precision': 0.11377245508982035, 'recall': 0.11377245508982035, 'f1-score': 0.11377245508982035, 'support': 334}, 'P': {'precision': 0.30346820809248554, 'recall': 0.23863636363636365, 'f1-score': 0.26717557251908397, 'support': 440}, 'micro avg': {'precision': 0.21029411764705883, 'recall': 0.1847545219638243, 'f1-score': 0.19669876203576342, 'support': 774}, 'macro avg': {'precision': 0.20862033159115295, 'recall': 0.176204409363092, 'f1-score': 0.19047401380445217, 'support': 774}, 'weighted avg': {'precision': 0.2216098340577437, 'recall': 0.1847545219638243, 'f1-score': 0.20097836163875574, 'support': 774}}
Token level accuracy: 0.5277380384676522
Wrong BIO-Encoding 70/747 labels, 9.37%
{'C': {'precision': 0.11377245508982035, 'recall': 0.11377245508982035, 'f1-score': 0.11377245508982035, 'support': 334}, 'P': {'precision': 0.30346820809248554, 'recall': 0.23863636363636365, 'f1-score': 0.26717557251908397, 'support': 440}, 'micro avg': {'precision': 0.21029411764705883, 'recall': 0.1847545219638243, 'f1-score': 0.19669876203576342, 'support': 774}, 'macro avg': {'precision': 0.20862033159115295, 'recall': 0.176204409363092, 'f1-score': 0.19047401380445217, 'support': 774}, 'weighted avg': {'precision': 0.2216098340577437, 'recall': 0.1847545219638243, 'f1-score': 0.20097836163875574, 'support': 774}}
Token level accuracy: 0.5277380384676522
Wrong BIO-Encoding 3/680 labels, 0.44%
Test-Data: Prec: 0.211, Rec: 0.185, F1: 0.1971

Scores from epoch with best dev-scores:
  Dev-Score: 0.5116
  Test-Score 0.1971

5.67 sec for evaluation

--------- Epoch 20 -----------
732.36 sec for training (15312.50 total)
-- cmv_modes1 --
{'C': {'precision': 0.4444444444444444, 'recall': 0.4, 'f1-score': 0.4210526315789474, 'support': 10}, 'P': {'precision': 0.5, 'recall': 0.5833333333333334, 'f1-score': 0.5384615384615384, 'support': 12}, 'micro avg': {'precision': 0.4782608695652174, 'recall': 0.5, 'f1-score': 0.4888888888888889, 'support': 22}, 'macro avg': {'precision': 0.4722222222222222, 'recall': 0.4916666666666667, 'f1-score': 0.47975708502024295, 'support': 22}, 'weighted avg': {'precision': 0.47474747474747475, 'recall': 0.5, 'f1-score': 0.4850938535149062, 'support': 22}}
Token level accuracy: 0.7697974217311234
{'C': {'precision': 0.4444444444444444, 'recall': 0.4, 'f1-score': 0.4210526315789474, 'support': 10}, 'P': {'precision': 0.5, 'recall': 0.5833333333333334, 'f1-score': 0.5384615384615384, 'support': 12}, 'micro avg': {'precision': 0.4782608695652174, 'recall': 0.5, 'f1-score': 0.4888888888888889, 'support': 22}, 'macro avg': {'precision': 0.4722222222222222, 'recall': 0.4916666666666667, 'f1-score': 0.47975708502024295, 'support': 22}, 'weighted avg': {'precision': 0.47474747474747475, 'recall': 0.5, 'f1-score': 0.4850938535149062, 'support': 22}}
Token level accuracy: 0.7697974217311234
Dev-Data: Prec: 0.478, Rec: 0.500, F1: 0.4889
{'C': {'precision': 0.1292517006802721, 'recall': 0.11377245508982035, 'f1-score': 0.12101910828025479, 'support': 334}, 'P': {'precision': 0.2848101265822785, 'recall': 0.3068181818181818, 'f1-score': 0.29540481400437635, 'support': 440}, 'micro avg': {'precision': 0.22526041666666666, 'recall': 0.2235142118863049, 'f1-score': 0.2243839169909209, 'support': 774}, 'macro avg': {'precision': 0.2070309136312753, 'recall': 0.2102953184540011, 'f1-score': 0.20821196114231558, 'support': 774}, 'weighted avg': {'precision': 0.21768284718787265, 'recall': 0.2235142118863049, 'f1-score': 0.22015310119836007, 'support': 774}}
Token level accuracy: 0.5466539500874265
Wrong BIO-Encoding 18/785 labels, 2.29%
{'C': {'precision': 0.1292517006802721, 'recall': 0.11377245508982035, 'f1-score': 0.12101910828025479, 'support': 334}, 'P': {'precision': 0.2848101265822785, 'recall': 0.3068181818181818, 'f1-score': 0.29540481400437635, 'support': 440}, 'micro avg': {'precision': 0.22526041666666666, 'recall': 0.2235142118863049, 'f1-score': 0.2243839169909209, 'support': 774}, 'macro avg': {'precision': 0.2070309136312753, 'recall': 0.2102953184540011, 'f1-score': 0.20821196114231558, 'support': 774}, 'weighted avg': {'precision': 0.21768284718787265, 'recall': 0.2235142118863049, 'f1-score': 0.22015310119836007, 'support': 774}}
Token level accuracy: 0.5466539500874265
Wrong BIO-Encoding 1/768 labels, 0.13%
Test-Data: Prec: 0.226, Rec: 0.224, F1: 0.2245

Scores from epoch with best dev-scores:
  Dev-Score: 0.5116
  Test-Score 0.1971

4.20 sec for evaluation

--------- Epoch 21 -----------
734.41 sec for training (16046.92 total)
-- cmv_modes1 --
{'C': {'precision': 0.45454545454545453, 'recall': 0.5, 'f1-score': 0.47619047619047616, 'support': 10}, 'P': {'precision': 0.6363636363636364, 'recall': 0.5833333333333334, 'f1-score': 0.6086956521739131, 'support': 12}, 'micro avg': {'precision': 0.5454545454545454, 'recall': 0.5454545454545454, 'f1-score': 0.5454545454545454, 'support': 22}, 'macro avg': {'precision': 0.5454545454545454, 'recall': 0.5416666666666667, 'f1-score': 0.5424430641821947, 'support': 22}, 'weighted avg': {'precision': 0.5537190082644629, 'recall': 0.5454545454545454, 'f1-score': 0.5484660267268964, 'support': 22}}
Token level accuracy: 0.7974217311233885
{'C': {'precision': 0.45454545454545453, 'recall': 0.5, 'f1-score': 0.47619047619047616, 'support': 10}, 'P': {'precision': 0.6363636363636364, 'recall': 0.5833333333333334, 'f1-score': 0.6086956521739131, 'support': 12}, 'micro avg': {'precision': 0.5454545454545454, 'recall': 0.5454545454545454, 'f1-score': 0.5454545454545454, 'support': 22}, 'macro avg': {'precision': 0.5454545454545454, 'recall': 0.5416666666666667, 'f1-score': 0.5424430641821947, 'support': 22}, 'weighted avg': {'precision': 0.5537190082644629, 'recall': 0.5454545454545454, 'f1-score': 0.5484660267268964, 'support': 22}}
Token level accuracy: 0.7974217311233885
Dev-Data: Prec: 0.545, Rec: 0.545, F1: 0.5455
{'C': {'precision': 0.12467532467532468, 'recall': 0.1437125748502994, 'f1-score': 0.13351877607788595, 'support': 334}, 'P': {'precision': 0.35359116022099446, 'recall': 0.2909090909090909, 'f1-score': 0.3192019950124688, 'support': 440}, 'micro avg': {'precision': 0.23560910307898258, 'recall': 0.22739018087855298, 'f1-score': 0.2314266929651545, 'support': 774}, 'macro avg': {'precision': 0.23913324244815956, 'recall': 0.21731083287969516, 'f1-score': 0.2263603855451774, 'support': 774}, 'weighted avg': {'precision': 0.25480835780206207, 'recall': 0.22739018087855298, 'f1-score': 0.2390751279270028, 'support': 774}}
Token level accuracy: 0.5455942351507445
Wrong BIO-Encoding 242/986 labels, 24.54%
{'C': {'precision': 0.12467532467532468, 'recall': 0.1437125748502994, 'f1-score': 0.13351877607788595, 'support': 334}, 'P': {'precision': 0.35359116022099446, 'recall': 0.2909090909090909, 'f1-score': 0.3192019950124688, 'support': 440}, 'micro avg': {'precision': 0.23560910307898258, 'recall': 0.22739018087855298, 'f1-score': 0.2314266929651545, 'support': 774}, 'macro avg': {'precision': 0.23913324244815956, 'recall': 0.21731083287969516, 'f1-score': 0.2263603855451774, 'support': 774}, 'weighted avg': {'precision': 0.25480835780206207, 'recall': 0.22739018087855298, 'f1-score': 0.2390751279270028, 'support': 774}}
Token level accuracy: 0.5455942351507445
Wrong BIO-Encoding 3/747 labels, 0.40%
Test-Data: Prec: 0.237, Rec: 0.227, F1: 0.2319

Scores from epoch with best dev-scores:
  Dev-Score: 0.5455
  Test-Score 0.2319

4.71 sec for evaluation

--------- Epoch 22 -----------
725.28 sec for training (16772.19 total)
-- cmv_modes1 --
{'C': {'precision': 0.42857142857142855, 'recall': 0.6, 'f1-score': 0.5, 'support': 10}, 'P': {'precision': 0.5, 'recall': 0.3333333333333333, 'f1-score': 0.4, 'support': 12}, 'micro avg': {'precision': 0.45454545454545453, 'recall': 0.45454545454545453, 'f1-score': 0.45454545454545453, 'support': 22}, 'macro avg': {'precision': 0.4642857142857143, 'recall': 0.4666666666666667, 'f1-score': 0.45, 'support': 22}, 'weighted avg': {'precision': 0.46753246753246747, 'recall': 0.45454545454545453, 'f1-score': 0.4454545454545455, 'support': 22}}
Token level accuracy: 0.7237569060773481
{'C': {'precision': 0.42857142857142855, 'recall': 0.6, 'f1-score': 0.5, 'support': 10}, 'P': {'precision': 0.5, 'recall': 0.3333333333333333, 'f1-score': 0.4, 'support': 12}, 'micro avg': {'precision': 0.45454545454545453, 'recall': 0.45454545454545453, 'f1-score': 0.45454545454545453, 'support': 22}, 'macro avg': {'precision': 0.4642857142857143, 'recall': 0.4666666666666667, 'f1-score': 0.45, 'support': 22}, 'weighted avg': {'precision': 0.46753246753246747, 'recall': 0.45454545454545453, 'f1-score': 0.4454545454545455, 'support': 22}}
Token level accuracy: 0.7237569060773481
Dev-Data: Prec: 0.455, Rec: 0.455, F1: 0.4545
{'C': {'precision': 0.14867617107942974, 'recall': 0.218562874251497, 'f1-score': 0.17696969696969697, 'support': 334}, 'P': {'precision': 0.36929460580912865, 'recall': 0.20227272727272727, 'f1-score': 0.26138032305433184, 'support': 440}, 'micro avg': {'precision': 0.22131147540983606, 'recall': 0.20930232558139536, 'f1-score': 0.2151394422310757, 'support': 774}, 'macro avg': {'precision': 0.2589853884442792, 'recall': 0.21041780076211214, 'f1-score': 0.2191750100120144, 'support': 774}, 'weighted avg': {'precision': 0.2740923355252534, 'recall': 0.20930232558139536, 'f1-score': 0.22495506580333952, 'support': 774}}
Token level accuracy: 0.5047422243416521
Wrong BIO-Encoding 83/812 labels, 10.22%
{'C': {'precision': 0.14867617107942974, 'recall': 0.218562874251497, 'f1-score': 0.17696969696969697, 'support': 334}, 'P': {'precision': 0.36929460580912865, 'recall': 0.20227272727272727, 'f1-score': 0.26138032305433184, 'support': 440}, 'micro avg': {'precision': 0.22131147540983606, 'recall': 0.20930232558139536, 'f1-score': 0.2151394422310757, 'support': 774}, 'macro avg': {'precision': 0.2589853884442792, 'recall': 0.21041780076211214, 'f1-score': 0.2191750100120144, 'support': 774}, 'weighted avg': {'precision': 0.2740923355252534, 'recall': 0.20930232558139536, 'f1-score': 0.22495506580333952, 'support': 774}}
Token level accuracy: 0.5047422243416521
Wrong BIO-Encoding 3/732 labels, 0.41%
Test-Data: Prec: 0.222, Rec: 0.209, F1: 0.2156

Scores from epoch with best dev-scores:
  Dev-Score: 0.5455
  Test-Score 0.2319

3.96 sec for evaluation

--------- Epoch 23 -----------
728.63 sec for training (17500.82 total)
-- cmv_modes1 --
{'C': {'precision': 0.35714285714285715, 'recall': 0.5, 'f1-score': 0.41666666666666663, 'support': 10}, 'P': {'precision': 0.3, 'recall': 0.25, 'f1-score': 0.2727272727272727, 'support': 12}, 'micro avg': {'precision': 0.3333333333333333, 'recall': 0.36363636363636365, 'f1-score': 0.34782608695652173, 'support': 22}, 'macro avg': {'precision': 0.32857142857142857, 'recall': 0.375, 'f1-score': 0.34469696969696967, 'support': 22}, 'weighted avg': {'precision': 0.32597402597402597, 'recall': 0.36363636363636365, 'f1-score': 0.33815426997245174, 'support': 22}}
Token level accuracy: 0.7219152854511971
{'C': {'precision': 0.35714285714285715, 'recall': 0.5, 'f1-score': 0.41666666666666663, 'support': 10}, 'P': {'precision': 0.3, 'recall': 0.25, 'f1-score': 0.2727272727272727, 'support': 12}, 'micro avg': {'precision': 0.3333333333333333, 'recall': 0.36363636363636365, 'f1-score': 0.34782608695652173, 'support': 22}, 'macro avg': {'precision': 0.32857142857142857, 'recall': 0.375, 'f1-score': 0.34469696969696967, 'support': 22}, 'weighted avg': {'precision': 0.32597402597402597, 'recall': 0.36363636363636365, 'f1-score': 0.33815426997245174, 'support': 22}}
Token level accuracy: 0.7219152854511971
Dev-Data: Prec: 0.333, Rec: 0.364, F1: 0.3478
{'C': {'precision': 0.10189982728842832, 'recall': 0.17664670658682635, 'f1-score': 0.12924424972617743, 'support': 334}, 'P': {'precision': 0.34375, 'recall': 0.125, 'f1-score': 0.18333333333333332, 'support': 440}, 'micro avg': {'precision': 0.15426251691474965, 'recall': 0.14728682170542637, 'f1-score': 0.15069398545935228, 'support': 774}, 'macro avg': {'precision': 0.22282491364421417, 'recall': 0.15082335329341318, 'f1-score': 0.1562887915297554, 'support': 774}, 'weighted avg': {'precision': 0.2393857135844122, 'recall': 0.14728682170542637, 'f1-score': 0.1599925659886433, 'support': 774}}
Token level accuracy: 0.4433317437609283
Wrong BIO-Encoding 17/755 labels, 2.25%
{'C': {'precision': 0.10189982728842832, 'recall': 0.17664670658682635, 'f1-score': 0.12924424972617743, 'support': 334}, 'P': {'precision': 0.34375, 'recall': 0.125, 'f1-score': 0.18333333333333332, 'support': 440}, 'micro avg': {'precision': 0.15426251691474965, 'recall': 0.14728682170542637, 'f1-score': 0.15069398545935228, 'support': 774}, 'macro avg': {'precision': 0.22282491364421417, 'recall': 0.15082335329341318, 'f1-score': 0.1562887915297554, 'support': 774}, 'weighted avg': {'precision': 0.2393857135844122, 'recall': 0.14728682170542637, 'f1-score': 0.1599925659886433, 'support': 774}}
Token level accuracy: 0.4433317437609283
Wrong BIO-Encoding 1/739 labels, 0.14%
Test-Data: Prec: 0.154, Rec: 0.147, F1: 0.1508

Scores from epoch with best dev-scores:
  Dev-Score: 0.5455
  Test-Score 0.2319

4.01 sec for evaluation

--------- Epoch 24 -----------
793.28 sec for training (18294.10 total)
-- cmv_modes1 --
{'C': {'precision': 0.42857142857142855, 'recall': 0.3, 'f1-score': 0.3529411764705882, 'support': 10}, 'P': {'precision': 0.4, 'recall': 0.5, 'f1-score': 0.4444444444444445, 'support': 12}, 'micro avg': {'precision': 0.4090909090909091, 'recall': 0.4090909090909091, 'f1-score': 0.4090909090909091, 'support': 22}, 'macro avg': {'precision': 0.41428571428571426, 'recall': 0.4, 'f1-score': 0.39869281045751637, 'support': 22}, 'weighted avg': {'precision': 0.41298701298701296, 'recall': 0.4090909090909091, 'f1-score': 0.4028520499108735, 'support': 22}}
Token level accuracy: 0.7348066298342542
{'C': {'precision': 0.42857142857142855, 'recall': 0.3, 'f1-score': 0.3529411764705882, 'support': 10}, 'P': {'precision': 0.4, 'recall': 0.5, 'f1-score': 0.4444444444444445, 'support': 12}, 'micro avg': {'precision': 0.4090909090909091, 'recall': 0.4090909090909091, 'f1-score': 0.4090909090909091, 'support': 22}, 'macro avg': {'precision': 0.41428571428571426, 'recall': 0.4, 'f1-score': 0.39869281045751637, 'support': 22}, 'weighted avg': {'precision': 0.41298701298701296, 'recall': 0.4090909090909091, 'f1-score': 0.4028520499108735, 'support': 22}}
Token level accuracy: 0.7348066298342542
Dev-Data: Prec: 0.409, Rec: 0.409, F1: 0.4091
{'C': {'precision': 0.13503649635036497, 'recall': 0.11077844311377245, 'f1-score': 0.12171052631578949, 'support': 334}, 'P': {'precision': 0.27510917030567683, 'recall': 0.2863636363636364, 'f1-score': 0.2806236080178174, 'support': 440}, 'micro avg': {'precision': 0.2226775956284153, 'recall': 0.21059431524547803, 'f1-score': 0.21646746347941567, 'support': 774}, 'macro avg': {'precision': 0.2050728333280209, 'recall': 0.1985710397387044, 'f1-score': 0.20116706716680344, 'support': 774}, 'weighted avg': {'precision': 0.2146643730174673, 'recall': 0.21059431524547803, 'f1-score': 0.21204871229627045, 'support': 774}}
Token level accuracy: 0.5633444603401685
Wrong BIO-Encoding 27/758 labels, 3.56%
{'C': {'precision': 0.13503649635036497, 'recall': 0.11077844311377245, 'f1-score': 0.12171052631578949, 'support': 334}, 'P': {'precision': 0.27510917030567683, 'recall': 0.2863636363636364, 'f1-score': 0.2806236080178174, 'support': 440}, 'micro avg': {'precision': 0.2226775956284153, 'recall': 0.21059431524547803, 'f1-score': 0.21646746347941567, 'support': 774}, 'macro avg': {'precision': 0.2050728333280209, 'recall': 0.1985710397387044, 'f1-score': 0.20116706716680344, 'support': 774}, 'weighted avg': {'precision': 0.2146643730174673, 'recall': 0.21059431524547803, 'f1-score': 0.21204871229627045, 'support': 774}}
Token level accuracy: 0.5633444603401685
Wrong BIO-Encoding 1/732 labels, 0.14%
Test-Data: Prec: 0.223, Rec: 0.211, F1: 0.2166

Scores from epoch with best dev-scores:
  Dev-Score: 0.5455
  Test-Score 0.2319

4.32 sec for evaluation

--------- Epoch 25 -----------
836.61 sec for training (19130.71 total)
-- cmv_modes1 --
{'C': {'precision': 0.6, 'recall': 0.6, 'f1-score': 0.6, 'support': 10}, 'P': {'precision': 0.4166666666666667, 'recall': 0.4166666666666667, 'f1-score': 0.4166666666666667, 'support': 12}, 'micro avg': {'precision': 0.5, 'recall': 0.5, 'f1-score': 0.5, 'support': 22}, 'macro avg': {'precision': 0.5083333333333333, 'recall': 0.5083333333333333, 'f1-score': 0.5083333333333333, 'support': 22}, 'weighted avg': {'precision': 0.5, 'recall': 0.5, 'f1-score': 0.5, 'support': 22}}
Token level accuracy: 0.8324125230202578
{'C': {'precision': 0.6, 'recall': 0.6, 'f1-score': 0.6, 'support': 10}, 'P': {'precision': 0.4166666666666667, 'recall': 0.4166666666666667, 'f1-score': 0.4166666666666667, 'support': 12}, 'micro avg': {'precision': 0.5, 'recall': 0.5, 'f1-score': 0.5, 'support': 22}, 'macro avg': {'precision': 0.5083333333333333, 'recall': 0.5083333333333333, 'f1-score': 0.5083333333333333, 'support': 22}, 'weighted avg': {'precision': 0.5, 'recall': 0.5, 'f1-score': 0.5, 'support': 22}}
Token level accuracy: 0.8324125230202578
Dev-Data: Prec: 0.500, Rec: 0.500, F1: 0.5000
{'C': {'precision': 0.15294117647058825, 'recall': 0.15568862275449102, 'f1-score': 0.1543026706231454, 'support': 334}, 'P': {'precision': 0.30597014925373134, 'recall': 0.27954545454545454, 'f1-score': 0.2921615201900238, 'support': 440}, 'micro avg': {'precision': 0.2358490566037736, 'recall': 0.22609819121447028, 'f1-score': 0.23087071240105542, 'support': 774}, 'macro avg': {'precision': 0.2294556628621598, 'recall': 0.21761703864997278, 'f1-score': 0.2232320954065846, 'support': 774}, 'weighted avg': {'precision': 0.23993439097263342, 'recall': 0.22609819121447028, 'f1-score': 0.23267204246994963, 'support': 774}}
Token level accuracy: 0.5514756530493298
Wrong BIO-Encoding 8/749 labels, 1.07%
{'C': {'precision': 0.15294117647058825, 'recall': 0.15568862275449102, 'f1-score': 0.1543026706231454, 'support': 334}, 'P': {'precision': 0.30597014925373134, 'recall': 0.27954545454545454, 'f1-score': 0.2921615201900238, 'support': 440}, 'micro avg': {'precision': 0.2358490566037736, 'recall': 0.22609819121447028, 'f1-score': 0.23087071240105542, 'support': 774}, 'macro avg': {'precision': 0.2294556628621598, 'recall': 0.21761703864997278, 'f1-score': 0.2232320954065846, 'support': 774}, 'weighted avg': {'precision': 0.23993439097263342, 'recall': 0.22609819121447028, 'f1-score': 0.23267204246994963, 'support': 774}}
Token level accuracy: 0.5514756530493298
Wrong BIO-Encoding 1/742 labels, 0.13%
Test-Data: Prec: 0.236, Rec: 0.226, F1: 0.2310

Scores from epoch with best dev-scores:
  Dev-Score: 0.5455
  Test-Score 0.2319

4.42 sec for evaluation

--------- Epoch 26 -----------
828.55 sec for training (19959.26 total)
-- cmv_modes1 --
{'C': {'precision': 0.42857142857142855, 'recall': 0.3, 'f1-score': 0.3529411764705882, 'support': 10}, 'P': {'precision': 0.4666666666666667, 'recall': 0.5833333333333334, 'f1-score': 0.5185185185185186, 'support': 12}, 'micro avg': {'precision': 0.45454545454545453, 'recall': 0.45454545454545453, 'f1-score': 0.45454545454545453, 'support': 22}, 'macro avg': {'precision': 0.4476190476190476, 'recall': 0.44166666666666665, 'f1-score': 0.4357298474945534, 'support': 22}, 'weighted avg': {'precision': 0.4493506493506494, 'recall': 0.45454545454545453, 'f1-score': 0.44325609031491386, 'support': 22}}
Token level accuracy: 0.7532228360957642
{'C': {'precision': 0.42857142857142855, 'recall': 0.3, 'f1-score': 0.3529411764705882, 'support': 10}, 'P': {'precision': 0.4666666666666667, 'recall': 0.5833333333333334, 'f1-score': 0.5185185185185186, 'support': 12}, 'micro avg': {'precision': 0.45454545454545453, 'recall': 0.45454545454545453, 'f1-score': 0.45454545454545453, 'support': 22}, 'macro avg': {'precision': 0.4476190476190476, 'recall': 0.44166666666666665, 'f1-score': 0.4357298474945534, 'support': 22}, 'weighted avg': {'precision': 0.4493506493506494, 'recall': 0.45454545454545453, 'f1-score': 0.44325609031491386, 'support': 22}}
Token level accuracy: 0.7532228360957642
Dev-Data: Prec: 0.455, Rec: 0.455, F1: 0.4545
{'C': {'precision': 0.20689655172413793, 'recall': 0.1437125748502994, 'f1-score': 0.16961130742049468, 'support': 334}, 'P': {'precision': 0.3087121212121212, 'recall': 0.3704545454545455, 'f1-score': 0.3367768595041323, 'support': 440}, 'micro avg': {'precision': 0.2776315789473684, 'recall': 0.27260981912144705, 'f1-score': 0.27509778357235987, 'support': 774}, 'macro avg': {'precision': 0.25780433646812956, 'recall': 0.25708356015242245, 'f1-score': 0.2531940834623135, 'support': 774}, 'weighted avg': {'precision': 0.2647762036294514, 'recall': 0.27260981912144705, 'f1-score': 0.2646408202328985, 'support': 774}}
Token level accuracy: 0.5558204842897261
Wrong BIO-Encoding 27/786 labels, 3.44%
{'C': {'precision': 0.20689655172413793, 'recall': 0.1437125748502994, 'f1-score': 0.16961130742049468, 'support': 334}, 'P': {'precision': 0.3087121212121212, 'recall': 0.3704545454545455, 'f1-score': 0.3367768595041323, 'support': 440}, 'micro avg': {'precision': 0.2776315789473684, 'recall': 0.27260981912144705, 'f1-score': 0.27509778357235987, 'support': 774}, 'macro avg': {'precision': 0.25780433646812956, 'recall': 0.25708356015242245, 'f1-score': 0.2531940834623135, 'support': 774}, 'weighted avg': {'precision': 0.2647762036294514, 'recall': 0.27260981912144705, 'f1-score': 0.2646408202328985, 'support': 774}}
Token level accuracy: 0.5558204842897261
Wrong BIO-Encoding 1/760 labels, 0.13%
Test-Data: Prec: 0.278, Rec: 0.273, F1: 0.2753

Scores from epoch with best dev-scores:
  Dev-Score: 0.5455
  Test-Score 0.2319

4.45 sec for evaluation

--------- Epoch 27 -----------
826.44 sec for training (20785.70 total)
-- cmv_modes1 --
{'C': {'precision': 0.5, 'recall': 0.6, 'f1-score': 0.5454545454545454, 'support': 10}, 'P': {'precision': 0.5, 'recall': 0.4166666666666667, 'f1-score': 0.45454545454545453, 'support': 12}, 'micro avg': {'precision': 0.5, 'recall': 0.5, 'f1-score': 0.5, 'support': 22}, 'macro avg': {'precision': 0.5, 'recall': 0.5083333333333333, 'f1-score': 0.5, 'support': 22}, 'weighted avg': {'precision': 0.5, 'recall': 0.5, 'f1-score': 0.4958677685950413, 'support': 22}}
Token level accuracy: 0.7734806629834254
{'C': {'precision': 0.5, 'recall': 0.6, 'f1-score': 0.5454545454545454, 'support': 10}, 'P': {'precision': 0.5, 'recall': 0.4166666666666667, 'f1-score': 0.45454545454545453, 'support': 12}, 'micro avg': {'precision': 0.5, 'recall': 0.5, 'f1-score': 0.5, 'support': 22}, 'macro avg': {'precision': 0.5, 'recall': 0.5083333333333333, 'f1-score': 0.5, 'support': 22}, 'weighted avg': {'precision': 0.5, 'recall': 0.5, 'f1-score': 0.4958677685950413, 'support': 22}}
Token level accuracy: 0.7734806629834254
Dev-Data: Prec: 0.500, Rec: 0.500, F1: 0.5000
{'C': {'precision': 0.12931034482758622, 'recall': 0.17964071856287425, 'f1-score': 0.15037593984962408, 'support': 334}, 'P': {'precision': 0.2908496732026144, 'recall': 0.20227272727272727, 'f1-score': 0.2386058981233244, 'support': 440}, 'micro avg': {'precision': 0.19350649350649352, 'recall': 0.1925064599483204, 'f1-score': 0.19300518134715028, 'support': 774}, 'macro avg': {'precision': 0.21008000901510032, 'recall': 0.19095672291780075, 'f1-score': 0.19449091898647425, 'support': 774}, 'weighted avg': {'precision': 0.2211414875730803, 'recall': 0.1925064599483204, 'f1-score': 0.20053250527653382, 'support': 774}}
Token level accuracy: 0.5154983309489747
{'C': {'precision': 0.12931034482758622, 'recall': 0.17964071856287425, 'f1-score': 0.15037593984962408, 'support': 334}, 'P': {'precision': 0.2908496732026144, 'recall': 0.20227272727272727, 'f1-score': 0.2386058981233244, 'support': 440}, 'micro avg': {'precision': 0.19350649350649352, 'recall': 0.1925064599483204, 'f1-score': 0.19300518134715028, 'support': 774}, 'macro avg': {'precision': 0.21008000901510032, 'recall': 0.19095672291780075, 'f1-score': 0.19449091898647425, 'support': 774}, 'weighted avg': {'precision': 0.2211414875730803, 'recall': 0.1925064599483204, 'f1-score': 0.20053250527653382, 'support': 774}}
Token level accuracy: 0.5154983309489747
Test-Data: Prec: 0.194, Rec: 0.193, F1: 0.1930

Scores from epoch with best dev-scores:
  Dev-Score: 0.5455
  Test-Score 0.2319

4.36 sec for evaluation

--------- Epoch 28 -----------
824.82 sec for training (21610.52 total)
-- cmv_modes1 --
{'C': {'precision': 0.6, 'recall': 0.6, 'f1-score': 0.6, 'support': 10}, 'P': {'precision': 0.8, 'recall': 0.6666666666666666, 'f1-score': 0.7272727272727272, 'support': 12}, 'micro avg': {'precision': 0.7, 'recall': 0.6363636363636364, 'f1-score': 0.6666666666666666, 'support': 22}, 'macro avg': {'precision': 0.7, 'recall': 0.6333333333333333, 'f1-score': 0.6636363636363636, 'support': 22}, 'weighted avg': {'precision': 0.7090909090909091, 'recall': 0.6363636363636364, 'f1-score': 0.6694214876033058, 'support': 22}}
Token level accuracy: 0.8637200736648251
{'C': {'precision': 0.6, 'recall': 0.6, 'f1-score': 0.6, 'support': 10}, 'P': {'precision': 0.8, 'recall': 0.6666666666666666, 'f1-score': 0.7272727272727272, 'support': 12}, 'micro avg': {'precision': 0.7, 'recall': 0.6363636363636364, 'f1-score': 0.6666666666666666, 'support': 22}, 'macro avg': {'precision': 0.7, 'recall': 0.6333333333333333, 'f1-score': 0.6636363636363636, 'support': 22}, 'weighted avg': {'precision': 0.7090909090909091, 'recall': 0.6363636363636364, 'f1-score': 0.6694214876033058, 'support': 22}}
Token level accuracy: 0.8637200736648251
Dev-Data: Prec: 0.700, Rec: 0.636, F1: 0.6667
{'C': {'precision': 0.1717171717171717, 'recall': 0.15269461077844312, 'f1-score': 0.16164817749603805, 'support': 334}, 'P': {'precision': 0.33710407239819007, 'recall': 0.3386363636363636, 'f1-score': 0.3378684807256236, 'support': 440}, 'micro avg': {'precision': 0.2706359945872801, 'recall': 0.25839793281653745, 'f1-score': 0.2643754130865829, 'support': 774}, 'macro avg': {'precision': 0.2544106220576809, 'recall': 0.2456654872074034, 'f1-score': 0.24975832911083082, 'support': 774}, 'weighted avg': {'precision': 0.2657355648691718, 'recall': 0.25839793281653745, 'f1-score': 0.2618250940606603, 'support': 774}}
Token level accuracy: 0.5296985111005139
Wrong BIO-Encoding 35/772 labels, 4.53%
{'C': {'precision': 0.1717171717171717, 'recall': 0.15269461077844312, 'f1-score': 0.16164817749603805, 'support': 334}, 'P': {'precision': 0.33710407239819007, 'recall': 0.3386363636363636, 'f1-score': 0.3378684807256236, 'support': 440}, 'micro avg': {'precision': 0.2706359945872801, 'recall': 0.25839793281653745, 'f1-score': 0.2643754130865829, 'support': 774}, 'macro avg': {'precision': 0.2544106220576809, 'recall': 0.2456654872074034, 'f1-score': 0.24975832911083082, 'support': 774}, 'weighted avg': {'precision': 0.2657355648691718, 'recall': 0.25839793281653745, 'f1-score': 0.2618250940606603, 'support': 774}}
Token level accuracy: 0.5296985111005139
Wrong BIO-Encoding 2/739 labels, 0.27%
Test-Data: Prec: 0.271, Rec: 0.258, F1: 0.2647

Scores from epoch with best dev-scores:
  Dev-Score: 0.6667
  Test-Score 0.2647

5.06 sec for evaluation

--------- Epoch 29 -----------
823.69 sec for training (22434.20 total)
-- cmv_modes1 --
{'C': {'precision': 0.5555555555555556, 'recall': 0.5, 'f1-score': 0.5263157894736842, 'support': 10}, 'P': {'precision': 0.38461538461538464, 'recall': 0.4166666666666667, 'f1-score': 0.4, 'support': 12}, 'micro avg': {'precision': 0.45454545454545453, 'recall': 0.45454545454545453, 'f1-score': 0.45454545454545453, 'support': 22}, 'macro avg': {'precision': 0.4700854700854701, 'recall': 0.45833333333333337, 'f1-score': 0.4631578947368421, 'support': 22}, 'weighted avg': {'precision': 0.4623154623154623, 'recall': 0.45454545454545453, 'f1-score': 0.4574162679425838, 'support': 22}}
Token level accuracy: 0.7790055248618785
{'C': {'precision': 0.5555555555555556, 'recall': 0.5, 'f1-score': 0.5263157894736842, 'support': 10}, 'P': {'precision': 0.38461538461538464, 'recall': 0.4166666666666667, 'f1-score': 0.4, 'support': 12}, 'micro avg': {'precision': 0.45454545454545453, 'recall': 0.45454545454545453, 'f1-score': 0.45454545454545453, 'support': 22}, 'macro avg': {'precision': 0.4700854700854701, 'recall': 0.45833333333333337, 'f1-score': 0.4631578947368421, 'support': 22}, 'weighted avg': {'precision': 0.4623154623154623, 'recall': 0.45454545454545453, 'f1-score': 0.4574162679425838, 'support': 22}}
Token level accuracy: 0.7790055248618785
Dev-Data: Prec: 0.455, Rec: 0.455, F1: 0.4545
{'C': {'precision': 0.18351063829787234, 'recall': 0.20658682634730538, 'f1-score': 0.19436619718309858, 'support': 334}, 'P': {'precision': 0.26851851851851855, 'recall': 0.2636363636363636, 'f1-score': 0.26605504587155965, 'support': 440}, 'micro avg': {'precision': 0.22896039603960397, 'recall': 0.23901808785529716, 'f1-score': 0.23388116308470291, 'support': 774}, 'macro avg': {'precision': 0.22601457840819544, 'recall': 0.23511159499183448, 'f1-score': 0.23021062152732913, 'support': 774}, 'weighted avg': {'precision': 0.23183553144656013, 'recall': 0.23901808785529716, 'f1-score': 0.23511954785870953, 'support': 774}}
Token level accuracy: 0.542203147353362
{'C': {'precision': 0.18351063829787234, 'recall': 0.20658682634730538, 'f1-score': 0.19436619718309858, 'support': 334}, 'P': {'precision': 0.26851851851851855, 'recall': 0.2636363636363636, 'f1-score': 0.26605504587155965, 'support': 440}, 'micro avg': {'precision': 0.22896039603960397, 'recall': 0.23901808785529716, 'f1-score': 0.23388116308470291, 'support': 774}, 'macro avg': {'precision': 0.22601457840819544, 'recall': 0.23511159499183448, 'f1-score': 0.23021062152732913, 'support': 774}, 'weighted avg': {'precision': 0.23183553144656013, 'recall': 0.23901808785529716, 'f1-score': 0.23511954785870953, 'support': 774}}
Token level accuracy: 0.542203147353362
Test-Data: Prec: 0.229, Rec: 0.239, F1: 0.2339

Scores from epoch with best dev-scores:
  Dev-Score: 0.6667
  Test-Score 0.2647

4.44 sec for evaluation

--------- Epoch 30 -----------
822.82 sec for training (23257.02 total)
-- cmv_modes1 --
{'C': {'precision': 0.4, 'recall': 0.4, 'f1-score': 0.4000000000000001, 'support': 10}, 'P': {'precision': 0.6363636363636364, 'recall': 0.5833333333333334, 'f1-score': 0.6086956521739131, 'support': 12}, 'micro avg': {'precision': 0.5238095238095238, 'recall': 0.5, 'f1-score': 0.5116279069767442, 'support': 22}, 'macro avg': {'precision': 0.5181818181818182, 'recall': 0.4916666666666667, 'f1-score': 0.5043478260869566, 'support': 22}, 'weighted avg': {'precision': 0.5289256198347108, 'recall': 0.5, 'f1-score': 0.5138339920948617, 'support': 22}}
Token level accuracy: 0.856353591160221
{'C': {'precision': 0.4, 'recall': 0.4, 'f1-score': 0.4000000000000001, 'support': 10}, 'P': {'precision': 0.6363636363636364, 'recall': 0.5833333333333334, 'f1-score': 0.6086956521739131, 'support': 12}, 'micro avg': {'precision': 0.5238095238095238, 'recall': 0.5, 'f1-score': 0.5116279069767442, 'support': 22}, 'macro avg': {'precision': 0.5181818181818182, 'recall': 0.4916666666666667, 'f1-score': 0.5043478260869566, 'support': 22}, 'weighted avg': {'precision': 0.5289256198347108, 'recall': 0.5, 'f1-score': 0.5138339920948617, 'support': 22}}
Token level accuracy: 0.856353591160221
Dev-Data: Prec: 0.524, Rec: 0.500, F1: 0.5116
{'C': {'precision': 0.11739130434782609, 'recall': 0.16167664670658682, 'f1-score': 0.13602015113350127, 'support': 334}, 'P': {'precision': 0.288135593220339, 'recall': 0.15454545454545454, 'f1-score': 0.2011834319526627, 'support': 440}, 'micro avg': {'precision': 0.1752873563218391, 'recall': 0.15762273901808785, 'f1-score': 0.16598639455782313, 'support': 774}, 'macro avg': {'precision': 0.20276344878408253, 'recall': 0.15811105062602068, 'f1-score': 0.16860179154308197, 'support': 774}, 'weighted avg': {'precision': 0.21445524117457762, 'recall': 0.15762273901808785, 'f1-score': 0.17306387666377393, 'support': 774}}
Token level accuracy: 0.4985428919620622
Wrong BIO-Encoding 75/767 labels, 9.78%
{'C': {'precision': 0.11739130434782609, 'recall': 0.16167664670658682, 'f1-score': 0.13602015113350127, 'support': 334}, 'P': {'precision': 0.288135593220339, 'recall': 0.15454545454545454, 'f1-score': 0.2011834319526627, 'support': 440}, 'micro avg': {'precision': 0.1752873563218391, 'recall': 0.15762273901808785, 'f1-score': 0.16598639455782313, 'support': 774}, 'macro avg': {'precision': 0.20276344878408253, 'recall': 0.15811105062602068, 'f1-score': 0.16860179154308197, 'support': 774}, 'weighted avg': {'precision': 0.21445524117457762, 'recall': 0.15762273901808785, 'f1-score': 0.17306387666377393, 'support': 774}}
Token level accuracy: 0.4985428919620622
Wrong BIO-Encoding 4/696 labels, 0.57%
Test-Data: Prec: 0.175, Rec: 0.158, F1: 0.1660

Scores from epoch with best dev-scores:
  Dev-Score: 0.6667
  Test-Score 0.2647

4.38 sec for evaluation

--------- Epoch 31 -----------
829.46 sec for training (24086.48 total)
-- cmv_modes1 --
{'C': {'precision': 0.5, 'recall': 0.2, 'f1-score': 0.28571428571428575, 'support': 10}, 'P': {'precision': 0.3684210526315789, 'recall': 0.5833333333333334, 'f1-score': 0.4516129032258065, 'support': 12}, 'micro avg': {'precision': 0.391304347826087, 'recall': 0.4090909090909091, 'f1-score': 0.4, 'support': 22}, 'macro avg': {'precision': 0.4342105263157895, 'recall': 0.3916666666666667, 'f1-score': 0.36866359447004615, 'support': 22}, 'weighted avg': {'precision': 0.4282296650717703, 'recall': 0.4090909090909091, 'f1-score': 0.3762044407205698, 'support': 22}}
Token level accuracy: 0.7237569060773481
{'C': {'precision': 0.5, 'recall': 0.2, 'f1-score': 0.28571428571428575, 'support': 10}, 'P': {'precision': 0.3684210526315789, 'recall': 0.5833333333333334, 'f1-score': 0.4516129032258065, 'support': 12}, 'micro avg': {'precision': 0.391304347826087, 'recall': 0.4090909090909091, 'f1-score': 0.4, 'support': 22}, 'macro avg': {'precision': 0.4342105263157895, 'recall': 0.3916666666666667, 'f1-score': 0.36866359447004615, 'support': 22}, 'weighted avg': {'precision': 0.4282296650717703, 'recall': 0.4090909090909091, 'f1-score': 0.3762044407205698, 'support': 22}}
Token level accuracy: 0.7237569060773481
Dev-Data: Prec: 0.391, Rec: 0.409, F1: 0.4000
{'C': {'precision': 0.18181818181818182, 'recall': 0.09580838323353294, 'f1-score': 0.12549019607843137, 'support': 334}, 'P': {'precision': 0.25539568345323743, 'recall': 0.32272727272727275, 'f1-score': 0.28514056224899603, 'support': 440}, 'micro avg': {'precision': 0.23770491803278687, 'recall': 0.2248062015503876, 'f1-score': 0.23107569721115537, 'support': 774}, 'macro avg': {'precision': 0.21860693263570963, 'recall': 0.20926782798040283, 'f1-score': 0.2053153791637137, 'support': 774}, 'weighted avg': {'precision': 0.22364518533165015, 'recall': 0.2248062015503876, 'f1-score': 0.21624751018056118, 'support': 774}}
Token level accuracy: 0.5483494939861178
Wrong BIO-Encoding 24/755 labels, 3.18%
{'C': {'precision': 0.18181818181818182, 'recall': 0.09580838323353294, 'f1-score': 0.12549019607843137, 'support': 334}, 'P': {'precision': 0.25539568345323743, 'recall': 0.32272727272727275, 'f1-score': 0.28514056224899603, 'support': 440}, 'micro avg': {'precision': 0.23770491803278687, 'recall': 0.2248062015503876, 'f1-score': 0.23107569721115537, 'support': 774}, 'macro avg': {'precision': 0.21860693263570963, 'recall': 0.20926782798040283, 'f1-score': 0.2053153791637137, 'support': 774}, 'weighted avg': {'precision': 0.22364518533165015, 'recall': 0.2248062015503876, 'f1-score': 0.21624751018056118, 'support': 774}}
Token level accuracy: 0.5483494939861178
Wrong BIO-Encoding 1/732 labels, 0.14%
Test-Data: Prec: 0.238, Rec: 0.225, F1: 0.2312

Scores from epoch with best dev-scores:
  Dev-Score: 0.6667
  Test-Score 0.2647

4.41 sec for evaluation

--------- Epoch 32 -----------
826.84 sec for training (24913.32 total)
-- cmv_modes1 --
{'C': {'precision': 0.5454545454545454, 'recall': 0.6, 'f1-score': 0.5714285714285713, 'support': 10}, 'P': {'precision': 0.5, 'recall': 0.5, 'f1-score': 0.5, 'support': 12}, 'micro avg': {'precision': 0.5217391304347826, 'recall': 0.5454545454545454, 'f1-score': 0.5333333333333332, 'support': 22}, 'macro avg': {'precision': 0.5227272727272727, 'recall': 0.55, 'f1-score': 0.5357142857142856, 'support': 22}, 'weighted avg': {'precision': 0.5206611570247933, 'recall': 0.5454545454545454, 'f1-score': 0.5324675324675323, 'support': 22}}
Token level accuracy: 0.856353591160221
{'C': {'precision': 0.5454545454545454, 'recall': 0.6, 'f1-score': 0.5714285714285713, 'support': 10}, 'P': {'precision': 0.5, 'recall': 0.5, 'f1-score': 0.5, 'support': 12}, 'micro avg': {'precision': 0.5217391304347826, 'recall': 0.5454545454545454, 'f1-score': 0.5333333333333332, 'support': 22}, 'macro avg': {'precision': 0.5227272727272727, 'recall': 0.55, 'f1-score': 0.5357142857142856, 'support': 22}, 'weighted avg': {'precision': 0.5206611570247933, 'recall': 0.5454545454545454, 'f1-score': 0.5324675324675323, 'support': 22}}
Token level accuracy: 0.856353591160221
Dev-Data: Prec: 0.522, Rec: 0.545, F1: 0.5333
{'C': {'precision': 0.14285714285714285, 'recall': 0.17964071856287425, 'f1-score': 0.15915119363395225, 'support': 334}, 'P': {'precision': 0.30538922155688625, 'recall': 0.2318181818181818, 'f1-score': 0.26356589147286824, 'support': 440}, 'micro avg': {'precision': 0.21485411140583555, 'recall': 0.20930232558139536, 'f1-score': 0.2120418848167539, 'support': 774}, 'macro avg': {'precision': 0.22412318220701455, 'recall': 0.20572945019052802, 'f1-score': 0.21135854255341024, 'support': 774}, 'weighted avg': {'precision': 0.23525263979239752, 'recall': 0.20930232558139536, 'f1-score': 0.21850838620387866, 'support': 774}}
Token level accuracy: 0.5293805966195093
{'C': {'precision': 0.14285714285714285, 'recall': 0.17964071856287425, 'f1-score': 0.15915119363395225, 'support': 334}, 'P': {'precision': 0.30538922155688625, 'recall': 0.2318181818181818, 'f1-score': 0.26356589147286824, 'support': 440}, 'micro avg': {'precision': 0.21485411140583555, 'recall': 0.20930232558139536, 'f1-score': 0.2120418848167539, 'support': 774}, 'macro avg': {'precision': 0.22412318220701455, 'recall': 0.20572945019052802, 'f1-score': 0.21135854255341024, 'support': 774}, 'weighted avg': {'precision': 0.23525263979239752, 'recall': 0.20930232558139536, 'f1-score': 0.21850838620387866, 'support': 774}}
Token level accuracy: 0.5293805966195093
Test-Data: Prec: 0.215, Rec: 0.209, F1: 0.2120

Scores from epoch with best dev-scores:
  Dev-Score: 0.6667
  Test-Score 0.2647

4.62 sec for evaluation

--------- Epoch 33 -----------
817.06 sec for training (25730.38 total)
-- cmv_modes1 --
{'C': {'precision': 0.5454545454545454, 'recall': 0.6, 'f1-score': 0.5714285714285713, 'support': 10}, 'P': {'precision': 0.5454545454545454, 'recall': 0.5, 'f1-score': 0.5217391304347826, 'support': 12}, 'micro avg': {'precision': 0.5454545454545454, 'recall': 0.5454545454545454, 'f1-score': 0.5454545454545454, 'support': 22}, 'macro avg': {'precision': 0.5454545454545454, 'recall': 0.55, 'f1-score': 0.5465838509316769, 'support': 22}, 'weighted avg': {'precision': 0.5454545454545454, 'recall': 0.5454545454545454, 'f1-score': 0.5443252399774138, 'support': 22}}
Token level accuracy: 0.8379373848987108
{'C': {'precision': 0.5454545454545454, 'recall': 0.6, 'f1-score': 0.5714285714285713, 'support': 10}, 'P': {'precision': 0.5454545454545454, 'recall': 0.5, 'f1-score': 0.5217391304347826, 'support': 12}, 'micro avg': {'precision': 0.5454545454545454, 'recall': 0.5454545454545454, 'f1-score': 0.5454545454545454, 'support': 22}, 'macro avg': {'precision': 0.5454545454545454, 'recall': 0.55, 'f1-score': 0.5465838509316769, 'support': 22}, 'weighted avg': {'precision': 0.5454545454545454, 'recall': 0.5454545454545454, 'f1-score': 0.5443252399774138, 'support': 22}}
Token level accuracy: 0.8379373848987108
Dev-Data: Prec: 0.545, Rec: 0.545, F1: 0.5455
{'C': {'precision': 0.16954022988505746, 'recall': 0.17664670658682635, 'f1-score': 0.17302052785923752, 'support': 334}, 'P': {'precision': 0.3113207547169811, 'recall': 0.3, 'f1-score': 0.3055555555555555, 'support': 440}, 'micro avg': {'precision': 0.24740932642487046, 'recall': 0.2467700258397933, 'f1-score': 0.24708926261319536, 'support': 774}, 'macro avg': {'precision': 0.2404304923010193, 'recall': 0.23832335329341317, 'f1-score': 0.23928804170739654, 'support': 774}, 'weighted avg': {'precision': 0.25013897785152567, 'recall': 0.2467700258397933, 'f1-score': 0.24836343766076197, 'support': 774}}
Token level accuracy: 0.522916335505749
{'C': {'precision': 0.16954022988505746, 'recall': 0.17664670658682635, 'f1-score': 0.17302052785923752, 'support': 334}, 'P': {'precision': 0.3113207547169811, 'recall': 0.3, 'f1-score': 0.3055555555555555, 'support': 440}, 'micro avg': {'precision': 0.24740932642487046, 'recall': 0.2467700258397933, 'f1-score': 0.24708926261319536, 'support': 774}, 'macro avg': {'precision': 0.2404304923010193, 'recall': 0.23832335329341317, 'f1-score': 0.23928804170739654, 'support': 774}, 'weighted avg': {'precision': 0.25013897785152567, 'recall': 0.2467700258397933, 'f1-score': 0.24836343766076197, 'support': 774}}
Token level accuracy: 0.522916335505749
Test-Data: Prec: 0.247, Rec: 0.247, F1: 0.2471

Scores from epoch with best dev-scores:
  Dev-Score: 0.6667
  Test-Score 0.2647

4.40 sec for evaluation

--------- Epoch 34 -----------
824.28 sec for training (26554.65 total)
-- cmv_modes1 --
{'C': {'precision': 0.46153846153846156, 'recall': 0.6, 'f1-score': 0.5217391304347826, 'support': 10}, 'P': {'precision': 0.45454545454545453, 'recall': 0.4166666666666667, 'f1-score': 0.43478260869565216, 'support': 12}, 'micro avg': {'precision': 0.4583333333333333, 'recall': 0.5, 'f1-score': 0.4782608695652174, 'support': 22}, 'macro avg': {'precision': 0.458041958041958, 'recall': 0.5083333333333333, 'f1-score': 0.4782608695652174, 'support': 22}, 'weighted avg': {'precision': 0.45772409408773046, 'recall': 0.5, 'f1-score': 0.4743083003952569, 'support': 22}}
Token level accuracy: 0.8176795580110497
{'C': {'precision': 0.46153846153846156, 'recall': 0.6, 'f1-score': 0.5217391304347826, 'support': 10}, 'P': {'precision': 0.45454545454545453, 'recall': 0.4166666666666667, 'f1-score': 0.43478260869565216, 'support': 12}, 'micro avg': {'precision': 0.4583333333333333, 'recall': 0.5, 'f1-score': 0.4782608695652174, 'support': 22}, 'macro avg': {'precision': 0.458041958041958, 'recall': 0.5083333333333333, 'f1-score': 0.4782608695652174, 'support': 22}, 'weighted avg': {'precision': 0.45772409408773046, 'recall': 0.5, 'f1-score': 0.4743083003952569, 'support': 22}}
Token level accuracy: 0.8176795580110497
Dev-Data: Prec: 0.458, Rec: 0.500, F1: 0.4783
{'C': {'precision': 0.148068669527897, 'recall': 0.20658682634730538, 'f1-score': 0.1725, 'support': 334}, 'P': {'precision': 0.2923076923076923, 'recall': 0.2159090909090909, 'f1-score': 0.24836601307189543, 'support': 440}, 'micro avg': {'precision': 0.20733249051833122, 'recall': 0.21188630490956073, 'f1-score': 0.20958466453674118, 'support': 774}, 'macro avg': {'precision': 0.22018818091779466, 'recall': 0.21124795862819815, 'f1-score': 0.2104330065359477, 'support': 774}, 'weighted avg': {'precision': 0.23006501322700545, 'recall': 0.21188630490956073, 'f1-score': 0.21562796608738244, 'support': 774}}
Token level accuracy: 0.5267842950246384
{'C': {'precision': 0.148068669527897, 'recall': 0.20658682634730538, 'f1-score': 0.1725, 'support': 334}, 'P': {'precision': 0.2923076923076923, 'recall': 0.2159090909090909, 'f1-score': 0.24836601307189543, 'support': 440}, 'micro avg': {'precision': 0.20733249051833122, 'recall': 0.21188630490956073, 'f1-score': 0.20958466453674118, 'support': 774}, 'macro avg': {'precision': 0.22018818091779466, 'recall': 0.21124795862819815, 'f1-score': 0.2104330065359477, 'support': 774}, 'weighted avg': {'precision': 0.23006501322700545, 'recall': 0.21188630490956073, 'f1-score': 0.21562796608738244, 'support': 774}}
Token level accuracy: 0.5267842950246384
Test-Data: Prec: 0.207, Rec: 0.212, F1: 0.2096

Scores from epoch with best dev-scores:
  Dev-Score: 0.6667
  Test-Score 0.2647

4.61 sec for evaluation

--------- Epoch 35 -----------
825.85 sec for training (27380.50 total)
-- cmv_modes1 --
{'C': {'precision': 0.42857142857142855, 'recall': 0.3, 'f1-score': 0.3529411764705882, 'support': 10}, 'P': {'precision': 0.5, 'recall': 0.5833333333333334, 'f1-score': 0.5384615384615384, 'support': 12}, 'micro avg': {'precision': 0.47619047619047616, 'recall': 0.45454545454545453, 'f1-score': 0.46511627906976744, 'support': 22}, 'macro avg': {'precision': 0.4642857142857143, 'recall': 0.44166666666666665, 'f1-score': 0.4457013574660633, 'support': 22}, 'weighted avg': {'precision': 0.46753246753246747, 'recall': 0.45454545454545453, 'f1-score': 0.45413410119292474, 'support': 22}}
Token level accuracy: 0.7200736648250461
{'C': {'precision': 0.42857142857142855, 'recall': 0.3, 'f1-score': 0.3529411764705882, 'support': 10}, 'P': {'precision': 0.5, 'recall': 0.5833333333333334, 'f1-score': 0.5384615384615384, 'support': 12}, 'micro avg': {'precision': 0.47619047619047616, 'recall': 0.45454545454545453, 'f1-score': 0.46511627906976744, 'support': 22}, 'macro avg': {'precision': 0.4642857142857143, 'recall': 0.44166666666666665, 'f1-score': 0.4457013574660633, 'support': 22}, 'weighted avg': {'precision': 0.46753246753246747, 'recall': 0.45454545454545453, 'f1-score': 0.45413410119292474, 'support': 22}}
Token level accuracy: 0.7200736648250461
Dev-Data: Prec: 0.476, Rec: 0.455, F1: 0.4651
{'C': {'precision': 0.15163934426229508, 'recall': 0.11077844311377245, 'f1-score': 0.12802768166089967, 'support': 334}, 'P': {'precision': 0.27564102564102566, 'recall': 0.29318181818181815, 'f1-score': 0.28414096916299564, 'support': 440}, 'micro avg': {'precision': 0.23314606741573032, 'recall': 0.2144702842377261, 'f1-score': 0.2234185733512786, 'support': 774}, 'macro avg': {'precision': 0.21364018495166037, 'recall': 0.2019801306477953, 'f1-score': 0.20608432541194766, 'support': 774}, 'weighted avg': {'precision': 0.22213125615718068, 'recall': 0.2144702842377261, 'f1-score': 0.21677425336751754, 'support': 774}}
Token level accuracy: 0.5446934774545648
Wrong BIO-Encoding 29/739 labels, 3.92%
{'C': {'precision': 0.15163934426229508, 'recall': 0.11077844311377245, 'f1-score': 0.12802768166089967, 'support': 334}, 'P': {'precision': 0.27564102564102566, 'recall': 0.29318181818181815, 'f1-score': 0.28414096916299564, 'support': 440}, 'micro avg': {'precision': 0.23314606741573032, 'recall': 0.2144702842377261, 'f1-score': 0.2234185733512786, 'support': 774}, 'macro avg': {'precision': 0.21364018495166037, 'recall': 0.2019801306477953, 'f1-score': 0.20608432541194766, 'support': 774}, 'weighted avg': {'precision': 0.22213125615718068, 'recall': 0.2144702842377261, 'f1-score': 0.21677425336751754, 'support': 774}}
Token level accuracy: 0.5446934774545648
Wrong BIO-Encoding 2/712 labels, 0.28%
Test-Data: Prec: 0.234, Rec: 0.214, F1: 0.2237

Scores from epoch with best dev-scores:
  Dev-Score: 0.6667
  Test-Score 0.2647

4.45 sec for evaluation

--------- Epoch 36 -----------
823.92 sec for training (28204.42 total)
-- cmv_modes1 --
{'C': {'precision': 0.6, 'recall': 0.6, 'f1-score': 0.6, 'support': 10}, 'P': {'precision': 0.5, 'recall': 0.4166666666666667, 'f1-score': 0.45454545454545453, 'support': 12}, 'micro avg': {'precision': 0.55, 'recall': 0.5, 'f1-score': 0.5238095238095238, 'support': 22}, 'macro avg': {'precision': 0.55, 'recall': 0.5083333333333333, 'f1-score': 0.5272727272727272, 'support': 22}, 'weighted avg': {'precision': 0.5454545454545454, 'recall': 0.5, 'f1-score': 0.5206611570247933, 'support': 22}}
Token level accuracy: 0.7974217311233885
{'C': {'precision': 0.6, 'recall': 0.6, 'f1-score': 0.6, 'support': 10}, 'P': {'precision': 0.5, 'recall': 0.4166666666666667, 'f1-score': 0.45454545454545453, 'support': 12}, 'micro avg': {'precision': 0.55, 'recall': 0.5, 'f1-score': 0.5238095238095238, 'support': 22}, 'macro avg': {'precision': 0.55, 'recall': 0.5083333333333333, 'f1-score': 0.5272727272727272, 'support': 22}, 'weighted avg': {'precision': 0.5454545454545454, 'recall': 0.5, 'f1-score': 0.5206611570247933, 'support': 22}}
Token level accuracy: 0.7974217311233885
Dev-Data: Prec: 0.550, Rec: 0.500, F1: 0.5238
{'C': {'precision': 0.1661631419939577, 'recall': 0.16467065868263472, 'f1-score': 0.16541353383458648, 'support': 334}, 'P': {'precision': 0.3029411764705882, 'recall': 0.2340909090909091, 'f1-score': 0.2641025641025641, 'support': 440}, 'micro avg': {'precision': 0.23546944858420268, 'recall': 0.2041343669250646, 'f1-score': 0.2186851211072664, 'support': 774}, 'macro avg': {'precision': 0.23455215923227296, 'recall': 0.1993807838867719, 'f1-score': 0.2147580489685753, 'support': 774}, 'weighted avg': {'precision': 0.24391809699359263, 'recall': 0.2041343669250646, 'f1-score': 0.2215158249429975, 'support': 774}}
Token level accuracy: 0.5110475282149102
{'C': {'precision': 0.1661631419939577, 'recall': 0.16467065868263472, 'f1-score': 0.16541353383458648, 'support': 334}, 'P': {'precision': 0.3029411764705882, 'recall': 0.2340909090909091, 'f1-score': 0.2641025641025641, 'support': 440}, 'micro avg': {'precision': 0.23546944858420268, 'recall': 0.2041343669250646, 'f1-score': 0.2186851211072664, 'support': 774}, 'macro avg': {'precision': 0.23455215923227296, 'recall': 0.1993807838867719, 'f1-score': 0.2147580489685753, 'support': 774}, 'weighted avg': {'precision': 0.24391809699359263, 'recall': 0.2041343669250646, 'f1-score': 0.2215158249429975, 'support': 774}}
Token level accuracy: 0.5110475282149102
Test-Data: Prec: 0.235, Rec: 0.204, F1: 0.2187

Scores from epoch with best dev-scores:
  Dev-Score: 0.6667
  Test-Score 0.2647

4.48 sec for evaluation

--------- Epoch 37 -----------
817.90 sec for training (29022.32 total)
-- cmv_modes1 --
{'C': {'precision': 0.6, 'recall': 0.6, 'f1-score': 0.6, 'support': 10}, 'P': {'precision': 0.8181818181818182, 'recall': 0.75, 'f1-score': 0.7826086956521738, 'support': 12}, 'micro avg': {'precision': 0.7142857142857143, 'recall': 0.6818181818181818, 'f1-score': 0.6976744186046512, 'support': 22}, 'macro avg': {'precision': 0.7090909090909091, 'recall': 0.675, 'f1-score': 0.691304347826087, 'support': 22}, 'weighted avg': {'precision': 0.71900826446281, 'recall': 0.6818181818181818, 'f1-score': 0.6996047430830039, 'support': 22}}
Token level accuracy: 0.8858195211786372
{'C': {'precision': 0.6, 'recall': 0.6, 'f1-score': 0.6, 'support': 10}, 'P': {'precision': 0.8181818181818182, 'recall': 0.75, 'f1-score': 0.7826086956521738, 'support': 12}, 'micro avg': {'precision': 0.7142857142857143, 'recall': 0.6818181818181818, 'f1-score': 0.6976744186046512, 'support': 22}, 'macro avg': {'precision': 0.7090909090909091, 'recall': 0.675, 'f1-score': 0.691304347826087, 'support': 22}, 'weighted avg': {'precision': 0.71900826446281, 'recall': 0.6818181818181818, 'f1-score': 0.6996047430830039, 'support': 22}}
Token level accuracy: 0.8858195211786372
Dev-Data: Prec: 0.714, Rec: 0.682, F1: 0.6977
{'C': {'precision': 0.15555555555555556, 'recall': 0.18862275449101795, 'f1-score': 0.17050067658998647, 'support': 334}, 'P': {'precision': 0.32266666666666666, 'recall': 0.275, 'f1-score': 0.2969325153374233, 'support': 440}, 'micro avg': {'precision': 0.2358974358974359, 'recall': 0.23772609819121446, 'f1-score': 0.23680823680823682, 'support': 774}, 'macro avg': {'precision': 0.2391111111111111, 'recall': 0.231811377245509, 'f1-score': 0.2337165959637049, 'support': 774}, 'weighted avg': {'precision': 0.25055412001148436, 'recall': 0.23772609819121446, 'f1-score': 0.24237407329395572, 'support': 774}}
Token level accuracy: 0.5364277009484448
{'C': {'precision': 0.15555555555555556, 'recall': 0.18862275449101795, 'f1-score': 0.17050067658998647, 'support': 334}, 'P': {'precision': 0.32266666666666666, 'recall': 0.275, 'f1-score': 0.2969325153374233, 'support': 440}, 'micro avg': {'precision': 0.2358974358974359, 'recall': 0.23772609819121446, 'f1-score': 0.23680823680823682, 'support': 774}, 'macro avg': {'precision': 0.2391111111111111, 'recall': 0.231811377245509, 'f1-score': 0.2337165959637049, 'support': 774}, 'weighted avg': {'precision': 0.25055412001148436, 'recall': 0.23772609819121446, 'f1-score': 0.24237407329395572, 'support': 774}}
Token level accuracy: 0.5364277009484448
Test-Data: Prec: 0.236, Rec: 0.238, F1: 0.2368

Scores from epoch with best dev-scores:
  Dev-Score: 0.6977
  Test-Score 0.2368

5.62 sec for evaluation

--------- Epoch 38 -----------
838.88 sec for training (29861.21 total)
-- cmv_modes1 --
{'C': {'precision': 0.5, 'recall': 0.4, 'f1-score': 0.4444444444444445, 'support': 10}, 'P': {'precision': 0.42857142857142855, 'recall': 0.5, 'f1-score': 0.4615384615384615, 'support': 12}, 'micro avg': {'precision': 0.45454545454545453, 'recall': 0.45454545454545453, 'f1-score': 0.45454545454545453, 'support': 22}, 'macro avg': {'precision': 0.4642857142857143, 'recall': 0.45, 'f1-score': 0.452991452991453, 'support': 22}, 'weighted avg': {'precision': 0.461038961038961, 'recall': 0.45454545454545453, 'f1-score': 0.45376845376845376, 'support': 22}}
Token level accuracy: 0.7734806629834254
{'C': {'precision': 0.5, 'recall': 0.4, 'f1-score': 0.4444444444444445, 'support': 10}, 'P': {'precision': 0.42857142857142855, 'recall': 0.5, 'f1-score': 0.4615384615384615, 'support': 12}, 'micro avg': {'precision': 0.45454545454545453, 'recall': 0.45454545454545453, 'f1-score': 0.45454545454545453, 'support': 22}, 'macro avg': {'precision': 0.4642857142857143, 'recall': 0.45, 'f1-score': 0.452991452991453, 'support': 22}, 'weighted avg': {'precision': 0.461038961038961, 'recall': 0.45454545454545453, 'f1-score': 0.45376845376845376, 'support': 22}}
Token level accuracy: 0.7734806629834254
Dev-Data: Prec: 0.455, Rec: 0.455, F1: 0.4545
{'C': {'precision': 0.1889400921658986, 'recall': 0.12275449101796407, 'f1-score': 0.14882032667876588, 'support': 334}, 'P': {'precision': 0.2851985559566787, 'recall': 0.35909090909090907, 'f1-score': 0.317907444668008, 'support': 440}, 'micro avg': {'precision': 0.25810635538262, 'recall': 0.2571059431524548, 'f1-score': 0.25760517799352756, 'support': 774}, 'macro avg': {'precision': 0.23706932406128867, 'recall': 0.24092270005443656, 'f1-score': 0.23336388567338695, 'support': 774}, 'weighted avg': {'precision': 0.24366066589709143, 'recall': 0.2571059431524548, 'f1-score': 0.2449422025382834, 'support': 774}}
Token level accuracy: 0.5299104540878503
Wrong BIO-Encoding 17/786 labels, 2.16%
{'C': {'precision': 0.1889400921658986, 'recall': 0.12275449101796407, 'f1-score': 0.14882032667876588, 'support': 334}, 'P': {'precision': 0.2851985559566787, 'recall': 0.35909090909090907, 'f1-score': 0.317907444668008, 'support': 440}, 'micro avg': {'precision': 0.25810635538262, 'recall': 0.2571059431524548, 'f1-score': 0.25760517799352756, 'support': 774}, 'macro avg': {'precision': 0.23706932406128867, 'recall': 0.24092270005443656, 'f1-score': 0.23336388567338695, 'support': 774}, 'weighted avg': {'precision': 0.24366066589709143, 'recall': 0.2571059431524548, 'f1-score': 0.2449422025382834, 'support': 774}}
Token level accuracy: 0.5299104540878503
Wrong BIO-Encoding 2/771 labels, 0.26%
Test-Data: Prec: 0.259, Rec: 0.257, F1: 0.2579

Scores from epoch with best dev-scores:
  Dev-Score: 0.6977
  Test-Score 0.2368

4.40 sec for evaluation

--------- Epoch 39 -----------
832.96 sec for training (30694.16 total)
-- cmv_modes1 --
{'C': {'precision': 0.5, 'recall': 0.6, 'f1-score': 0.5454545454545454, 'support': 10}, 'P': {'precision': 0.5, 'recall': 0.5, 'f1-score': 0.5, 'support': 12}, 'micro avg': {'precision': 0.5, 'recall': 0.5454545454545454, 'f1-score': 0.5217391304347826, 'support': 22}, 'macro avg': {'precision': 0.5, 'recall': 0.55, 'f1-score': 0.5227272727272727, 'support': 22}, 'weighted avg': {'precision': 0.5, 'recall': 0.5454545454545454, 'f1-score': 0.5206611570247933, 'support': 22}}
Token level accuracy: 0.8324125230202578
{'C': {'precision': 0.5, 'recall': 0.6, 'f1-score': 0.5454545454545454, 'support': 10}, 'P': {'precision': 0.5, 'recall': 0.5, 'f1-score': 0.5, 'support': 12}, 'micro avg': {'precision': 0.5, 'recall': 0.5454545454545454, 'f1-score': 0.5217391304347826, 'support': 22}, 'macro avg': {'precision': 0.5, 'recall': 0.55, 'f1-score': 0.5227272727272727, 'support': 22}, 'weighted avg': {'precision': 0.5, 'recall': 0.5454545454545454, 'f1-score': 0.5206611570247933, 'support': 22}}
Token level accuracy: 0.8324125230202578
Dev-Data: Prec: 0.500, Rec: 0.545, F1: 0.5217
{'C': {'precision': 0.13801452784503632, 'recall': 0.17065868263473055, 'f1-score': 0.15261044176706828, 'support': 334}, 'P': {'precision': 0.2897196261682243, 'recall': 0.21136363636363636, 'f1-score': 0.24441524310118265, 'support': 440}, 'micro avg': {'precision': 0.20435967302452315, 'recall': 0.1937984496124031, 'f1-score': 0.19893899204244028, 'support': 774}, 'macro avg': {'precision': 0.2138670770066303, 'recall': 0.19101115949918346, 'f1-score': 0.19851284243412548, 'support': 774}, 'weighted avg': {'precision': 0.22425515221480724, 'recall': 0.1937984496124031, 'f1-score': 0.204799217719278, 'support': 774}}
Token level accuracy: 0.5309701690245324
Wrong BIO-Encoding 34/765 labels, 4.44%
{'C': {'precision': 0.13801452784503632, 'recall': 0.17065868263473055, 'f1-score': 0.15261044176706828, 'support': 334}, 'P': {'precision': 0.2897196261682243, 'recall': 0.21136363636363636, 'f1-score': 0.24441524310118265, 'support': 440}, 'micro avg': {'precision': 0.20435967302452315, 'recall': 0.1937984496124031, 'f1-score': 0.19893899204244028, 'support': 774}, 'macro avg': {'precision': 0.2138670770066303, 'recall': 0.19101115949918346, 'f1-score': 0.19851284243412548, 'support': 774}, 'weighted avg': {'precision': 0.22425515221480724, 'recall': 0.1937984496124031, 'f1-score': 0.204799217719278, 'support': 774}}
Token level accuracy: 0.5309701690245324
Wrong BIO-Encoding 3/734 labels, 0.41%
Test-Data: Prec: 0.205, Rec: 0.194, F1: 0.1993

Scores from epoch with best dev-scores:
  Dev-Score: 0.6977
  Test-Score 0.2368

4.37 sec for evaluation

--------- Epoch 40 -----------
817.98 sec for training (31512.14 total)
-- cmv_modes1 --
{'C': {'precision': 0.5714285714285714, 'recall': 0.4, 'f1-score': 0.47058823529411764, 'support': 10}, 'P': {'precision': 0.4666666666666667, 'recall': 0.5833333333333334, 'f1-score': 0.5185185185185186, 'support': 12}, 'micro avg': {'precision': 0.5, 'recall': 0.5, 'f1-score': 0.5, 'support': 22}, 'macro avg': {'precision': 0.519047619047619, 'recall': 0.4916666666666667, 'f1-score': 0.4945533769063181, 'support': 22}, 'weighted avg': {'precision': 0.5142857142857142, 'recall': 0.5, 'f1-score': 0.49673202614379086, 'support': 22}}
Token level accuracy: 0.856353591160221
{'C': {'precision': 0.5714285714285714, 'recall': 0.4, 'f1-score': 0.47058823529411764, 'support': 10}, 'P': {'precision': 0.4666666666666667, 'recall': 0.5833333333333334, 'f1-score': 0.5185185185185186, 'support': 12}, 'micro avg': {'precision': 0.5, 'recall': 0.5, 'f1-score': 0.5, 'support': 22}, 'macro avg': {'precision': 0.519047619047619, 'recall': 0.4916666666666667, 'f1-score': 0.4945533769063181, 'support': 22}, 'weighted avg': {'precision': 0.5142857142857142, 'recall': 0.5, 'f1-score': 0.49673202614379086, 'support': 22}}
Token level accuracy: 0.856353591160221
Dev-Data: Prec: 0.500, Rec: 0.500, F1: 0.5000
{'C': {'precision': 0.1572052401746725, 'recall': 0.10778443113772455, 'f1-score': 0.12788632326820604, 'support': 334}, 'P': {'precision': 0.26129666011787817, 'recall': 0.30227272727272725, 'f1-score': 0.2802950474183351, 'support': 440}, 'micro avg': {'precision': 0.22899728997289973, 'recall': 0.21834625322997417, 'f1-score': 0.22354497354497355, 'support': 774}, 'macro avg': {'precision': 0.20925095014627532, 'recall': 0.2050285792052259, 'f1-score': 0.20409068534327057, 'support': 774}, 'weighted avg': {'precision': 0.2163786571966499, 'recall': 0.21834625322997417, 'f1-score': 0.2145269416481244, 'support': 774}}
Token level accuracy: 0.5316589837333757
Wrong BIO-Encoding 21/757 labels, 2.77%
{'C': {'precision': 0.1572052401746725, 'recall': 0.10778443113772455, 'f1-score': 0.12788632326820604, 'support': 334}, 'P': {'precision': 0.26129666011787817, 'recall': 0.30227272727272725, 'f1-score': 0.2802950474183351, 'support': 440}, 'micro avg': {'precision': 0.22899728997289973, 'recall': 0.21834625322997417, 'f1-score': 0.22354497354497355, 'support': 774}, 'macro avg': {'precision': 0.20925095014627532, 'recall': 0.2050285792052259, 'f1-score': 0.20409068534327057, 'support': 774}, 'weighted avg': {'precision': 0.2163786571966499, 'recall': 0.21834625322997417, 'f1-score': 0.2145269416481244, 'support': 774}}
Token level accuracy: 0.5316589837333757
Wrong BIO-Encoding 2/738 labels, 0.27%
Test-Data: Prec: 0.230, Rec: 0.218, F1: 0.2238

Scores from epoch with best dev-scores:
  Dev-Score: 0.6977
  Test-Score 0.2368

4.46 sec for evaluation
---------RUN 3 ------------
Read 402 sentences from: essays dataset
Read 194 sentences from: hotel dataset
Read 1927 sentences from: news dataset
Read 507 sentences from: var dataset
Read 340 sentences from: web dataset
Read 118 sentences from: wiki dataset
Generate new embeddings files for a dataset
Read file: komninos_english_embeddings.gz
Added words: 29
:: Transform cmv_modes1 dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.83%
:: Create Dev Matrix ::
Unknown-Tokens: 3.94%
:: Create Test Matrix ::
Unknown-Tokens: 0.65%
:: Transform essays dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.28%
:: Create Dev Matrix ::
Unknown-Tokens: 0.00%
:: Create Test Matrix ::
Unknown-Tokens: 0.30%
:: Transform var dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 1.25%
:: Create Dev Matrix ::
Unknown-Tokens: 0.00%
:: Create Test Matrix ::
Unknown-Tokens: 1.09%
:: Transform web dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.72%
:: Create Dev Matrix ::
Unknown-Tokens: 1.40%
:: Create Test Matrix ::
Unknown-Tokens: 0.67%
:: Transform wiki dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 1.05%
:: Create Dev Matrix ::
Unknown-Tokens: 2.90%
:: Create Test Matrix ::
Unknown-Tokens: 1.18%
:: Transform news dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 1.31%
:: Create Dev Matrix ::
Unknown-Tokens: 3.49%
:: Create Test Matrix ::
Unknown-Tokens: 1.36%
:: Transform hotel dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.78%
:: Create Dev Matrix ::
Unknown-Tokens: 1.87%
:: Create Test Matrix ::
Unknown-Tokens: 0.82%
DONE - Embeddings file saved: pkl/cmv_modes1_essays_hotel_news_var_web_wiki_komninos_english_embeddings.pkl
--- cmv_modes1 ---
370 train sentences
3 dev sentences
86 test sentences
--- essays ---
321 train sentences
1 dev sentences
81 test sentences
--- var ---
405 train sentences
1 dev sentences
102 test sentences
--- web ---
272 train sentences
1 dev sentences
68 test sentences
--- wiki ---
94 train sentences
1 dev sentences
24 test sentences
--- news ---
1541 train sentences
1 dev sentences
386 test sentences
--- hotel ---
155 train sentences
1 dev sentences
39 test sentences
LSTM-Size: [100]
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66700500       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
cmv_modes1_hidden_lin_layer (TimeDistrib (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
cmv_modes1_crf (ChainCRF)                (None, None, 25)           675            cmv_modes1_hidden_lin_layer[0][0]         
=============================================================================================================================
Total params: 67,035,080
Trainable params: 334,580
Non-trainable params: 66,700,500
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66700500       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
essays_hidden_lin_layer (TimeDistributed (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
essays_crf (ChainCRF)                    (None, None, 25)           675            essays_hidden_lin_layer[0][0]             
=============================================================================================================================
Total params: 67,035,080
Trainable params: 334,580
Non-trainable params: 66,700,500
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66700500       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
var_hidden_lin_layer (TimeDistributed)   (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
var_crf (ChainCRF)                       (None, None, 25)           675            var_hidden_lin_layer[0][0]                
=============================================================================================================================
Total params: 67,035,080
Trainable params: 334,580
Non-trainable params: 66,700,500
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66700500       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
web_hidden_lin_layer (TimeDistributed)   (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
web_crf (ChainCRF)                       (None, None, 25)           675            web_hidden_lin_layer[0][0]                
=============================================================================================================================
Total params: 67,035,080
Trainable params: 334,580
Non-trainable params: 66,700,500
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66700500       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
wiki_hidden_lin_layer (TimeDistributed)  (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
wiki_crf (ChainCRF)                      (None, None, 25)           675            wiki_hidden_lin_layer[0][0]               
=============================================================================================================================
Total params: 67,035,080
Trainable params: 334,580
Non-trainable params: 66,700,500
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66700500       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
news_hidden_lin_layer (TimeDistributed)  (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
news_crf (ChainCRF)                      (None, None, 25)           675            news_hidden_lin_layer[0][0]               
=============================================================================================================================
Total params: 67,035,080
Trainable params: 334,580
Non-trainable params: 66,700,500
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66700500       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
hotel_hidden_lin_layer (TimeDistributed) (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
hotel_crf (ChainCRF)                     (None, None, 25)           675            hotel_hidden_lin_layer[0][0]              
=============================================================================================================================
Total params: 67,035,080
Trainable params: 334,580
Non-trainable params: 66,700,500
_____________________________________________________________________________________________________________________________

--------- Epoch 1 -----------
936.58 sec for training (936.58 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 13}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 11}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 24}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 24}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 24}}
Token level accuracy: 0.36056338028169016
Wrong BIO-Encoding 690/695 labels, 99.28%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 13}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 11}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 24}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 24}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 24}}
Token level accuracy: 0.36056338028169016
Wrong BIO-Encoding 9/14 labels, 64.29%
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.029239766081871343, 'recall': 0.02066115702479339, 'f1-score': 0.02421307506053269, 'support': 242}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 329}, 'micro avg': {'precision': 0.014044943820224719, 'recall': 0.008756567425569177, 'f1-score': 0.010787486515641855, 'support': 571}, 'macro avg': {'precision': 0.014619883040935672, 'recall': 0.010330578512396695, 'f1-score': 0.012106537530266345, 'support': 571}, 'weighted avg': {'precision': 0.01239233518706281, 'recall': 0.008756567425569177, 'f1-score': 0.010261933738439423, 'support': 571}}
Token level accuracy: 0.414208101231002
Wrong BIO-Encoding 14064/14174 labels, 99.22%
{'C': {'precision': 0.029239766081871343, 'recall': 0.02066115702479339, 'f1-score': 0.02421307506053269, 'support': 242}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 329}, 'micro avg': {'precision': 0.014044943820224719, 'recall': 0.008756567425569177, 'f1-score': 0.010787486515641855, 'support': 571}, 'macro avg': {'precision': 0.014619883040935672, 'recall': 0.010330578512396695, 'f1-score': 0.012106537530266345, 'support': 571}, 'weighted avg': {'precision': 0.01239233518706281, 'recall': 0.008756567425569177, 'f1-score': 0.010261933738439423, 'support': 571}}
Token level accuracy: 0.414208101231002
Wrong BIO-Encoding 246/356 labels, 69.10%
Test-Data: Prec: 0.014, Rec: 0.009, F1: 0.0108

Scores from epoch with best dev-scores:
  Dev-Score: 0.0000
  Test-Score 0.0000

4.38 sec for evaluation

--------- Epoch 2 -----------
896.65 sec for training (1833.23 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 13}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 11}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 24}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 24}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 24}}
Token level accuracy: 0.48169014084507045
Wrong BIO-Encoding 229/243 labels, 94.24%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 13}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 11}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 24}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 24}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 24}}
Token level accuracy: 0.48169014084507045
Wrong BIO-Encoding 7/21 labels, 33.33%
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.03296703296703297, 'recall': 0.049586776859504134, 'f1-score': 0.03960396039603961, 'support': 242}, 'P': {'precision': 0.026392961876832845, 'recall': 0.02735562310030395, 'f1-score': 0.026865671641791045, 'support': 329}, 'micro avg': {'precision': 0.029787234042553193, 'recall': 0.03677758318739054, 'f1-score': 0.0329153605015674, 'support': 571}, 'macro avg': {'precision': 0.029679997421932905, 'recall': 0.038471199979904044, 'f1-score': 0.03323481601891533, 'support': 571}, 'weighted avg': {'precision': 0.02917917064010505, 'recall': 0.03677758318739054, 'f1-score': 0.03226438596495768, 'support': 571}}
Token level accuracy: 0.5325630974485936
Wrong BIO-Encoding 7304/7691 labels, 94.97%
{'C': {'precision': 0.03296703296703297, 'recall': 0.049586776859504134, 'f1-score': 0.03960396039603961, 'support': 242}, 'P': {'precision': 0.026392961876832845, 'recall': 0.02735562310030395, 'f1-score': 0.026865671641791045, 'support': 329}, 'micro avg': {'precision': 0.029787234042553193, 'recall': 0.03677758318739054, 'f1-score': 0.0329153605015674, 'support': 571}, 'macro avg': {'precision': 0.029679997421932905, 'recall': 0.038471199979904044, 'f1-score': 0.03323481601891533, 'support': 571}, 'weighted avg': {'precision': 0.02917917064010505, 'recall': 0.03677758318739054, 'f1-score': 0.03226438596495768, 'support': 571}}
Token level accuracy: 0.5325630974485936
Wrong BIO-Encoding 318/705 labels, 45.11%
Test-Data: Prec: 0.054, Rec: 0.037, F1: 0.0438

Scores from epoch with best dev-scores:
  Dev-Score: 0.0000
  Test-Score 0.0000

3.23 sec for evaluation

--------- Epoch 3 -----------
901.03 sec for training (2734.26 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 13}, 'P': {'precision': 0.3076923076923077, 'recall': 0.36363636363636365, 'f1-score': 0.33333333333333337, 'support': 11}, 'micro avg': {'precision': 0.19047619047619047, 'recall': 0.16666666666666666, 'f1-score': 0.17777777777777778, 'support': 24}, 'macro avg': {'precision': 0.15384615384615385, 'recall': 0.18181818181818182, 'f1-score': 0.16666666666666669, 'support': 24}, 'weighted avg': {'precision': 0.14102564102564105, 'recall': 0.16666666666666666, 'f1-score': 0.1527777777777778, 'support': 24}}
Token level accuracy: 0.676056338028169
Wrong BIO-Encoding 49/67 labels, 73.13%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 13}, 'P': {'precision': 0.3076923076923077, 'recall': 0.36363636363636365, 'f1-score': 0.33333333333333337, 'support': 11}, 'micro avg': {'precision': 0.19047619047619047, 'recall': 0.16666666666666666, 'f1-score': 0.17777777777777778, 'support': 24}, 'macro avg': {'precision': 0.15384615384615385, 'recall': 0.18181818181818182, 'f1-score': 0.16666666666666669, 'support': 24}, 'weighted avg': {'precision': 0.14102564102564105, 'recall': 0.16666666666666666, 'f1-score': 0.1527777777777778, 'support': 24}}
Token level accuracy: 0.676056338028169
Wrong BIO-Encoding 3/21 labels, 14.29%
Dev-Data: Prec: 0.222, Rec: 0.167, F1: 0.1905
{'C': {'precision': 0.07035175879396985, 'recall': 0.05785123966942149, 'f1-score': 0.06349206349206349, 'support': 242}, 'P': {'precision': 0.10129310344827586, 'recall': 0.14285714285714285, 'f1-score': 0.1185372005044136, 'support': 329}, 'micro avg': {'precision': 0.09200603318250378, 'recall': 0.10683012259194395, 'f1-score': 0.09886547811993517, 'support': 571}, 'macro avg': {'precision': 0.08582243112112285, 'recall': 0.10035419126328217, 'f1-score': 0.09101463199823855, 'support': 571}, 'weighted avg': {'precision': 0.08817960886624074, 'recall': 0.10683012259194395, 'f1-score': 0.09520808814541408, 'support': 571}}
Token level accuracy: 0.5687366756069047
Wrong BIO-Encoding 1986/2526 labels, 78.62%
{'C': {'precision': 0.07035175879396985, 'recall': 0.05785123966942149, 'f1-score': 0.06349206349206349, 'support': 242}, 'P': {'precision': 0.10129310344827586, 'recall': 0.14285714285714285, 'f1-score': 0.1185372005044136, 'support': 329}, 'micro avg': {'precision': 0.09200603318250378, 'recall': 0.10683012259194395, 'f1-score': 0.09886547811993517, 'support': 571}, 'macro avg': {'precision': 0.08582243112112285, 'recall': 0.10035419126328217, 'f1-score': 0.09101463199823855, 'support': 571}, 'weighted avg': {'precision': 0.08817960886624074, 'recall': 0.10683012259194395, 'f1-score': 0.09520808814541408, 'support': 571}}
Token level accuracy: 0.5687366756069047
Wrong BIO-Encoding 123/663 labels, 18.55%
Test-Data: Prec: 0.111, Rec: 0.105, F1: 0.1080

Scores from epoch with best dev-scores:
  Dev-Score: 0.1905
  Test-Score 0.1080

6.20 sec for evaluation

--------- Epoch 4 -----------
902.08 sec for training (3636.34 total)
-- cmv_modes1 --
{'C': {'precision': 0.3333333333333333, 'recall': 0.3076923076923077, 'f1-score': 0.32, 'support': 13}, 'P': {'precision': 0.5, 'recall': 0.45454545454545453, 'f1-score': 0.47619047619047616, 'support': 11}, 'micro avg': {'precision': 0.4090909090909091, 'recall': 0.375, 'f1-score': 0.3913043478260869, 'support': 24}, 'macro avg': {'precision': 0.41666666666666663, 'recall': 0.38111888111888115, 'f1-score': 0.39809523809523806, 'support': 24}, 'weighted avg': {'precision': 0.40972222222222215, 'recall': 0.375, 'f1-score': 0.39158730158730154, 'support': 24}}
Token level accuracy: 0.7323943661971831
Wrong BIO-Encoding 46/65 labels, 70.77%
{'C': {'precision': 0.3333333333333333, 'recall': 0.3076923076923077, 'f1-score': 0.32, 'support': 13}, 'P': {'precision': 0.5, 'recall': 0.45454545454545453, 'f1-score': 0.47619047619047616, 'support': 11}, 'micro avg': {'precision': 0.4090909090909091, 'recall': 0.375, 'f1-score': 0.3913043478260869, 'support': 24}, 'macro avg': {'precision': 0.41666666666666663, 'recall': 0.38111888111888115, 'f1-score': 0.39809523809523806, 'support': 24}, 'weighted avg': {'precision': 0.40972222222222215, 'recall': 0.375, 'f1-score': 0.39158730158730154, 'support': 24}}
Token level accuracy: 0.7323943661971831
Wrong BIO-Encoding 3/22 labels, 13.64%
Dev-Data: Prec: 0.474, Rec: 0.375, F1: 0.4186
{'C': {'precision': 0.11229946524064172, 'recall': 0.17355371900826447, 'f1-score': 0.13636363636363638, 'support': 242}, 'P': {'precision': 0.22302158273381295, 'recall': 0.1884498480243161, 'f1-score': 0.20428336079077428, 'support': 329}, 'micro avg': {'precision': 0.15950920245398773, 'recall': 0.18213660245183888, 'f1-score': 0.17007358953393292, 'support': 571}, 'macro avg': {'precision': 0.16766052398722733, 'recall': 0.1810017835162903, 'f1-score': 0.17032349857720533, 'support': 571}, 'weighted avg': {'precision': 0.17609557146700483, 'recall': 0.18213660245183888, 'f1-score': 0.17549776830151445, 'support': 571}}
Token level accuracy: 0.5440478646585517
Wrong BIO-Encoding 1140/1720 labels, 66.28%
{'C': {'precision': 0.11229946524064172, 'recall': 0.17355371900826447, 'f1-score': 0.13636363636363638, 'support': 242}, 'P': {'precision': 0.22302158273381295, 'recall': 0.1884498480243161, 'f1-score': 0.20428336079077428, 'support': 329}, 'micro avg': {'precision': 0.15950920245398773, 'recall': 0.18213660245183888, 'f1-score': 0.17007358953393292, 'support': 571}, 'macro avg': {'precision': 0.16766052398722733, 'recall': 0.1810017835162903, 'f1-score': 0.17032349857720533, 'support': 571}, 'weighted avg': {'precision': 0.17609557146700483, 'recall': 0.18213660245183888, 'f1-score': 0.17549776830151445, 'support': 571}}
Token level accuracy: 0.5440478646585517
Wrong BIO-Encoding 72/652 labels, 11.04%
Test-Data: Prec: 0.179, Rec: 0.182, F1: 0.1807

Scores from epoch with best dev-scores:
  Dev-Score: 0.4186
  Test-Score 0.1807

4.11 sec for evaluation

--------- Epoch 5 -----------
904.07 sec for training (4540.40 total)
-- cmv_modes1 --
{'C': {'precision': 0.2727272727272727, 'recall': 0.23076923076923078, 'f1-score': 0.24999999999999994, 'support': 13}, 'P': {'precision': 0.5, 'recall': 0.5454545454545454, 'f1-score': 0.5217391304347826, 'support': 11}, 'micro avg': {'precision': 0.391304347826087, 'recall': 0.375, 'f1-score': 0.3829787234042554, 'support': 24}, 'macro avg': {'precision': 0.38636363636363635, 'recall': 0.3881118881118881, 'f1-score': 0.38586956521739124, 'support': 24}, 'weighted avg': {'precision': 0.3768939393939394, 'recall': 0.375, 'f1-score': 0.37454710144927533, 'support': 24}}
Token level accuracy: 0.8169014084507042
Wrong BIO-Encoding 12/34 labels, 35.29%
{'C': {'precision': 0.2727272727272727, 'recall': 0.23076923076923078, 'f1-score': 0.24999999999999994, 'support': 13}, 'P': {'precision': 0.5, 'recall': 0.5454545454545454, 'f1-score': 0.5217391304347826, 'support': 11}, 'micro avg': {'precision': 0.391304347826087, 'recall': 0.375, 'f1-score': 0.3829787234042554, 'support': 24}, 'macro avg': {'precision': 0.38636363636363635, 'recall': 0.3881118881118881, 'f1-score': 0.38586956521739124, 'support': 24}, 'weighted avg': {'precision': 0.3768939393939394, 'recall': 0.375, 'f1-score': 0.37454710144927533, 'support': 24}}
Token level accuracy: 0.8169014084507042
Wrong BIO-Encoding 1/23 labels, 4.35%
Dev-Data: Prec: 0.409, Rec: 0.375, F1: 0.3913
{'C': {'precision': 0.12078651685393259, 'recall': 0.17768595041322313, 'f1-score': 0.14381270903010035, 'support': 242}, 'P': {'precision': 0.22153846153846155, 'recall': 0.2188449848024316, 'f1-score': 0.22018348623853212, 'support': 329}, 'micro avg': {'precision': 0.16886930983847284, 'recall': 0.20140105078809106, 'f1-score': 0.18370607028753994, 'support': 571}, 'macro avg': {'precision': 0.17116248919619706, 'recall': 0.19826546760782737, 'f1-score': 0.18199809763431624, 'support': 571}, 'weighted avg': {'precision': 0.1788379876091165, 'recall': 0.20140105078809106, 'f1-score': 0.1878161866160444, 'support': 571}}
Token level accuracy: 0.5323567842651812
Wrong BIO-Encoding 689/1326 labels, 51.96%
{'C': {'precision': 0.12078651685393259, 'recall': 0.17768595041322313, 'f1-score': 0.14381270903010035, 'support': 242}, 'P': {'precision': 0.22153846153846155, 'recall': 0.2188449848024316, 'f1-score': 0.22018348623853212, 'support': 329}, 'micro avg': {'precision': 0.16886930983847284, 'recall': 0.20140105078809106, 'f1-score': 0.18370607028753994, 'support': 571}, 'macro avg': {'precision': 0.17116248919619706, 'recall': 0.19826546760782737, 'f1-score': 0.18199809763431624, 'support': 571}, 'weighted avg': {'precision': 0.1788379876091165, 'recall': 0.20140105078809106, 'f1-score': 0.1878161866160444, 'support': 571}}
Token level accuracy: 0.5323567842651812
Wrong BIO-Encoding 44/681 labels, 6.46%
Test-Data: Prec: 0.181, Rec: 0.201, F1: 0.1904

Scores from epoch with best dev-scores:
  Dev-Score: 0.4186
  Test-Score 0.1807

3.31 sec for evaluation

--------- Epoch 6 -----------
895.45 sec for training (5435.85 total)
-- cmv_modes1 --
{'C': {'precision': 0.14285714285714285, 'recall': 0.07692307692307693, 'f1-score': 0.1, 'support': 13}, 'P': {'precision': 0.4, 'recall': 0.5454545454545454, 'f1-score': 0.4615384615384615, 'support': 11}, 'micro avg': {'precision': 0.3181818181818182, 'recall': 0.2916666666666667, 'f1-score': 0.30434782608695654, 'support': 24}, 'macro avg': {'precision': 0.27142857142857146, 'recall': 0.31118881118881114, 'f1-score': 0.28076923076923077, 'support': 24}, 'weighted avg': {'precision': 0.26071428571428573, 'recall': 0.2916666666666667, 'f1-score': 0.2657051282051282, 'support': 24}}
Token level accuracy: 0.6704225352112676
Wrong BIO-Encoding 60/79 labels, 75.95%
{'C': {'precision': 0.14285714285714285, 'recall': 0.07692307692307693, 'f1-score': 0.1, 'support': 13}, 'P': {'precision': 0.4, 'recall': 0.5454545454545454, 'f1-score': 0.4615384615384615, 'support': 11}, 'micro avg': {'precision': 0.3181818181818182, 'recall': 0.2916666666666667, 'f1-score': 0.30434782608695654, 'support': 24}, 'macro avg': {'precision': 0.27142857142857146, 'recall': 0.31118881118881114, 'f1-score': 0.28076923076923077, 'support': 24}, 'weighted avg': {'precision': 0.26071428571428573, 'recall': 0.2916666666666667, 'f1-score': 0.2657051282051282, 'support': 24}}
Token level accuracy: 0.6704225352112676
Wrong BIO-Encoding 3/22 labels, 13.64%
Dev-Data: Prec: 0.368, Rec: 0.292, F1: 0.3256
{'C': {'precision': 0.22388059701492538, 'recall': 0.12396694214876033, 'f1-score': 0.1595744680851064, 'support': 242}, 'P': {'precision': 0.22566371681415928, 'recall': 0.3100303951367781, 'f1-score': 0.26120358514724706, 'support': 329}, 'micro avg': {'precision': 0.22525597269624573, 'recall': 0.23117338003502627, 'f1-score': 0.22817631806395852, 'support': 571}, 'macro avg': {'precision': 0.22477215691454233, 'recall': 0.21699866864276923, 'f1-score': 0.21038902661617673, 'support': 571}, 'weighted avg': {'precision': 0.22490799879066609, 'recall': 0.23117338003502627, 'f1-score': 0.2181313498949913, 'support': 571}}
Token level accuracy: 0.5646104119386562
Wrong BIO-Encoding 473/1038 labels, 45.57%
{'C': {'precision': 0.22388059701492538, 'recall': 0.12396694214876033, 'f1-score': 0.1595744680851064, 'support': 242}, 'P': {'precision': 0.22566371681415928, 'recall': 0.3100303951367781, 'f1-score': 0.26120358514724706, 'support': 329}, 'micro avg': {'precision': 0.22525597269624573, 'recall': 0.23117338003502627, 'f1-score': 0.22817631806395852, 'support': 571}, 'macro avg': {'precision': 0.22477215691454233, 'recall': 0.21699866864276923, 'f1-score': 0.21038902661617673, 'support': 571}, 'weighted avg': {'precision': 0.22490799879066609, 'recall': 0.23117338003502627, 'f1-score': 0.2181313498949913, 'support': 571}}
Token level accuracy: 0.5646104119386562
Wrong BIO-Encoding 21/586 labels, 3.58%
Test-Data: Prec: 0.234, Rec: 0.231, F1: 0.2324

Scores from epoch with best dev-scores:
  Dev-Score: 0.4186
  Test-Score 0.1807

3.26 sec for evaluation

--------- Epoch 7 -----------
904.78 sec for training (6340.62 total)
-- cmv_modes1 --
{'C': {'precision': 0.5, 'recall': 0.3076923076923077, 'f1-score': 0.380952380952381, 'support': 13}, 'P': {'precision': 0.6666666666666666, 'recall': 0.5454545454545454, 'f1-score': 0.6, 'support': 11}, 'micro avg': {'precision': 0.5882352941176471, 'recall': 0.4166666666666667, 'f1-score': 0.48780487804878053, 'support': 24}, 'macro avg': {'precision': 0.5833333333333333, 'recall': 0.42657342657342656, 'f1-score': 0.4904761904761905, 'support': 24}, 'weighted avg': {'precision': 0.5763888888888888, 'recall': 0.4166666666666667, 'f1-score': 0.48134920634920636, 'support': 24}}
Token level accuracy: 0.8169014084507042
{'C': {'precision': 0.5, 'recall': 0.3076923076923077, 'f1-score': 0.380952380952381, 'support': 13}, 'P': {'precision': 0.6666666666666666, 'recall': 0.5454545454545454, 'f1-score': 0.6, 'support': 11}, 'micro avg': {'precision': 0.5882352941176471, 'recall': 0.4166666666666667, 'f1-score': 0.48780487804878053, 'support': 24}, 'macro avg': {'precision': 0.5833333333333333, 'recall': 0.42657342657342656, 'f1-score': 0.4904761904761905, 'support': 24}, 'weighted avg': {'precision': 0.5763888888888888, 'recall': 0.4166666666666667, 'f1-score': 0.48134920634920636, 'support': 24}}
Token level accuracy: 0.8169014084507042
Dev-Data: Prec: 0.588, Rec: 0.417, F1: 0.4878
{'C': {'precision': 0.17509727626459143, 'recall': 0.1859504132231405, 'f1-score': 0.18036072144288576, 'support': 242}, 'P': {'precision': 0.25308641975308643, 'recall': 0.24924012158054712, 'f1-score': 0.2511485451761103, 'support': 329}, 'micro avg': {'precision': 0.21858864027538727, 'recall': 0.2224168126094571, 'f1-score': 0.2204861111111111, 'support': 571}, 'macro avg': {'precision': 0.21409184800883893, 'recall': 0.21759526740184382, 'f1-score': 0.215754633309498, 'support': 571}, 'weighted avg': {'precision': 0.22003322759158767, 'recall': 0.2224168126094571, 'f1-score': 0.22114740096693283, 'support': 571}}
Token level accuracy: 0.587236091052885
Wrong BIO-Encoding 149/722 labels, 20.64%
{'C': {'precision': 0.17509727626459143, 'recall': 0.1859504132231405, 'f1-score': 0.18036072144288576, 'support': 242}, 'P': {'precision': 0.25308641975308643, 'recall': 0.24924012158054712, 'f1-score': 0.2511485451761103, 'support': 329}, 'micro avg': {'precision': 0.21858864027538727, 'recall': 0.2224168126094571, 'f1-score': 0.2204861111111111, 'support': 571}, 'macro avg': {'precision': 0.21409184800883893, 'recall': 0.21759526740184382, 'f1-score': 0.215754633309498, 'support': 571}, 'weighted avg': {'precision': 0.22003322759158767, 'recall': 0.2224168126094571, 'f1-score': 0.22114740096693283, 'support': 571}}
Token level accuracy: 0.587236091052885
Wrong BIO-Encoding 8/581 labels, 1.38%
Test-Data: Prec: 0.222, Rec: 0.222, F1: 0.2220

Scores from epoch with best dev-scores:
  Dev-Score: 0.4878
  Test-Score 0.2220

4.01 sec for evaluation

--------- Epoch 8 -----------
891.25 sec for training (7231.87 total)
-- cmv_modes1 --
{'C': {'precision': 0.5714285714285714, 'recall': 0.3076923076923077, 'f1-score': 0.4, 'support': 13}, 'P': {'precision': 0.6666666666666666, 'recall': 0.5454545454545454, 'f1-score': 0.6, 'support': 11}, 'micro avg': {'precision': 0.625, 'recall': 0.4166666666666667, 'f1-score': 0.5, 'support': 24}, 'macro avg': {'precision': 0.6190476190476191, 'recall': 0.42657342657342656, 'f1-score': 0.5, 'support': 24}, 'weighted avg': {'precision': 0.615079365079365, 'recall': 0.4166666666666667, 'f1-score': 0.4916666666666667, 'support': 24}}
Token level accuracy: 0.8028169014084507
{'C': {'precision': 0.5714285714285714, 'recall': 0.3076923076923077, 'f1-score': 0.4, 'support': 13}, 'P': {'precision': 0.6666666666666666, 'recall': 0.5454545454545454, 'f1-score': 0.6, 'support': 11}, 'micro avg': {'precision': 0.625, 'recall': 0.4166666666666667, 'f1-score': 0.5, 'support': 24}, 'macro avg': {'precision': 0.6190476190476191, 'recall': 0.42657342657342656, 'f1-score': 0.5, 'support': 24}, 'weighted avg': {'precision': 0.615079365079365, 'recall': 0.4166666666666667, 'f1-score': 0.4916666666666667, 'support': 24}}
Token level accuracy: 0.8028169014084507
Dev-Data: Prec: 0.625, Rec: 0.417, F1: 0.5000
{'C': {'precision': 0.27011494252873564, 'recall': 0.19421487603305784, 'f1-score': 0.22596153846153846, 'support': 242}, 'P': {'precision': 0.21551724137931033, 'recall': 0.22796352583586627, 'f1-score': 0.22156573116691283, 'support': 329}, 'micro avg': {'precision': 0.23371647509578544, 'recall': 0.2136602451838879, 'f1-score': 0.2232387923147301, 'support': 571}, 'macro avg': {'precision': 0.24281609195402298, 'recall': 0.21108920093446204, 'f1-score': 0.22376363481422565, 'support': 571}, 'weighted avg': {'precision': 0.23865672242687763, 'recall': 0.2136602451838879, 'f1-score': 0.22342875282242844, 'support': 571}}
Token level accuracy: 0.5873048621140224
Wrong BIO-Encoding 324/829 labels, 39.08%
{'C': {'precision': 0.27011494252873564, 'recall': 0.19421487603305784, 'f1-score': 0.22596153846153846, 'support': 242}, 'P': {'precision': 0.21551724137931033, 'recall': 0.22796352583586627, 'f1-score': 0.22156573116691283, 'support': 329}, 'micro avg': {'precision': 0.23371647509578544, 'recall': 0.2136602451838879, 'f1-score': 0.2232387923147301, 'support': 571}, 'macro avg': {'precision': 0.24281609195402298, 'recall': 0.21108920093446204, 'f1-score': 0.22376363481422565, 'support': 571}, 'weighted avg': {'precision': 0.23865672242687763, 'recall': 0.2136602451838879, 'f1-score': 0.22342875282242844, 'support': 571}}
Token level accuracy: 0.5873048621140224
Wrong BIO-Encoding 17/522 labels, 3.26%
Test-Data: Prec: 0.242, Rec: 0.214, F1: 0.2268

Scores from epoch with best dev-scores:
  Dev-Score: 0.5000
  Test-Score 0.2268

4.31 sec for evaluation

--------- Epoch 9 -----------
904.90 sec for training (8136.77 total)
-- cmv_modes1 --
{'C': {'precision': 0.5, 'recall': 0.23076923076923078, 'f1-score': 0.3157894736842105, 'support': 13}, 'P': {'precision': 0.5454545454545454, 'recall': 0.5454545454545454, 'f1-score': 0.5454545454545454, 'support': 11}, 'micro avg': {'precision': 0.5294117647058824, 'recall': 0.375, 'f1-score': 0.4390243902439025, 'support': 24}, 'macro avg': {'precision': 0.5227272727272727, 'recall': 0.3881118881118881, 'f1-score': 0.43062200956937796, 'support': 24}, 'weighted avg': {'precision': 0.5208333333333334, 'recall': 0.375, 'f1-score': 0.42105263157894735, 'support': 24}}
Token level accuracy: 0.7183098591549296
{'C': {'precision': 0.5, 'recall': 0.23076923076923078, 'f1-score': 0.3157894736842105, 'support': 13}, 'P': {'precision': 0.5454545454545454, 'recall': 0.5454545454545454, 'f1-score': 0.5454545454545454, 'support': 11}, 'micro avg': {'precision': 0.5294117647058824, 'recall': 0.375, 'f1-score': 0.4390243902439025, 'support': 24}, 'macro avg': {'precision': 0.5227272727272727, 'recall': 0.3881118881118881, 'f1-score': 0.43062200956937796, 'support': 24}, 'weighted avg': {'precision': 0.5208333333333334, 'recall': 0.375, 'f1-score': 0.42105263157894735, 'support': 24}}
Token level accuracy: 0.7183098591549296
Dev-Data: Prec: 0.529, Rec: 0.375, F1: 0.4390
{'C': {'precision': 0.24603174603174602, 'recall': 0.128099173553719, 'f1-score': 0.1684782608695652, 'support': 242}, 'P': {'precision': 0.19571045576407506, 'recall': 0.22188449848024316, 'f1-score': 0.20797720797720795, 'support': 329}, 'micro avg': {'precision': 0.20841683366733466, 'recall': 0.18213660245183888, 'f1-score': 0.19439252336448598, 'support': 571}, 'macro avg': {'precision': 0.22087110089791054, 'recall': 0.1749918360169811, 'f1-score': 0.18822773442338658, 'support': 571}, 'weighted avg': {'precision': 0.21703751748872718, 'recall': 0.18213660245183888, 'f1-score': 0.19123684860759405, 'support': 571}}
Token level accuracy: 0.5670173990784678
Wrong BIO-Encoding 112/605 labels, 18.51%
{'C': {'precision': 0.24603174603174602, 'recall': 0.128099173553719, 'f1-score': 0.1684782608695652, 'support': 242}, 'P': {'precision': 0.19571045576407506, 'recall': 0.22188449848024316, 'f1-score': 0.20797720797720795, 'support': 329}, 'micro avg': {'precision': 0.20841683366733466, 'recall': 0.18213660245183888, 'f1-score': 0.19439252336448598, 'support': 571}, 'macro avg': {'precision': 0.22087110089791054, 'recall': 0.1749918360169811, 'f1-score': 0.18822773442338658, 'support': 571}, 'weighted avg': {'precision': 0.21703751748872718, 'recall': 0.18213660245183888, 'f1-score': 0.19123684860759405, 'support': 571}}
Token level accuracy: 0.5670173990784678
Wrong BIO-Encoding 6/499 labels, 1.20%
Test-Data: Prec: 0.211, Rec: 0.182, F1: 0.1955

Scores from epoch with best dev-scores:
  Dev-Score: 0.5000
  Test-Score 0.2268

3.30 sec for evaluation

--------- Epoch 10 -----------
919.57 sec for training (9056.34 total)
-- cmv_modes1 --
{'C': {'precision': 0.5, 'recall': 0.3076923076923077, 'f1-score': 0.380952380952381, 'support': 13}, 'P': {'precision': 0.5, 'recall': 0.5454545454545454, 'f1-score': 0.5217391304347826, 'support': 11}, 'micro avg': {'precision': 0.5, 'recall': 0.4166666666666667, 'f1-score': 0.45454545454545453, 'support': 24}, 'macro avg': {'precision': 0.5, 'recall': 0.42657342657342656, 'f1-score': 0.4513457556935818, 'support': 24}, 'weighted avg': {'precision': 0.5, 'recall': 0.4166666666666667, 'f1-score': 0.4454796411318151, 'support': 24}}
Token level accuracy: 0.8225352112676056
{'C': {'precision': 0.5, 'recall': 0.3076923076923077, 'f1-score': 0.380952380952381, 'support': 13}, 'P': {'precision': 0.5, 'recall': 0.5454545454545454, 'f1-score': 0.5217391304347826, 'support': 11}, 'micro avg': {'precision': 0.5, 'recall': 0.4166666666666667, 'f1-score': 0.45454545454545453, 'support': 24}, 'macro avg': {'precision': 0.5, 'recall': 0.42657342657342656, 'f1-score': 0.4513457556935818, 'support': 24}, 'weighted avg': {'precision': 0.5, 'recall': 0.4166666666666667, 'f1-score': 0.4454796411318151, 'support': 24}}
Token level accuracy: 0.8225352112676056
Dev-Data: Prec: 0.500, Rec: 0.417, F1: 0.4545
{'C': {'precision': 0.211340206185567, 'recall': 0.16942148760330578, 'f1-score': 0.1880733944954128, 'support': 242}, 'P': {'precision': 0.28213166144200624, 'recall': 0.2735562310030395, 'f1-score': 0.2777777777777778, 'support': 329}, 'micro avg': {'precision': 0.2553606237816764, 'recall': 0.22942206654991243, 'f1-score': 0.24169741697416972, 'support': 571}, 'macro avg': {'precision': 0.2467359338137866, 'recall': 0.22148885930317264, 'f1-score': 0.2329255861365953, 'support': 571}, 'weighted avg': {'precision': 0.252128978128419, 'recall': 0.22942206654991243, 'f1-score': 0.23975945771765111, 'support': 571}}
Token level accuracy: 0.6087614331889141
Wrong BIO-Encoding 37/547 labels, 6.76%
{'C': {'precision': 0.211340206185567, 'recall': 0.16942148760330578, 'f1-score': 0.1880733944954128, 'support': 242}, 'P': {'precision': 0.28213166144200624, 'recall': 0.2735562310030395, 'f1-score': 0.2777777777777778, 'support': 329}, 'micro avg': {'precision': 0.2553606237816764, 'recall': 0.22942206654991243, 'f1-score': 0.24169741697416972, 'support': 571}, 'macro avg': {'precision': 0.2467359338137866, 'recall': 0.22148885930317264, 'f1-score': 0.2329255861365953, 'support': 571}, 'weighted avg': {'precision': 0.252128978128419, 'recall': 0.22942206654991243, 'f1-score': 0.23975945771765111, 'support': 571}}
Token level accuracy: 0.6087614331889141
Wrong BIO-Encoding 3/513 labels, 0.58%
Test-Data: Prec: 0.257, Rec: 0.229, F1: 0.2424

Scores from epoch with best dev-scores:
  Dev-Score: 0.5000
  Test-Score 0.2268

3.38 sec for evaluation

--------- Epoch 11 -----------
899.80 sec for training (9956.14 total)
-- cmv_modes1 --
{'C': {'precision': 0.4117647058823529, 'recall': 0.5384615384615384, 'f1-score': 0.4666666666666667, 'support': 13}, 'P': {'precision': 0.7142857142857143, 'recall': 0.45454545454545453, 'f1-score': 0.5555555555555556, 'support': 11}, 'micro avg': {'precision': 0.5, 'recall': 0.5, 'f1-score': 0.5, 'support': 24}, 'macro avg': {'precision': 0.5630252100840336, 'recall': 0.49650349650349646, 'f1-score': 0.5111111111111111, 'support': 24}, 'weighted avg': {'precision': 0.5504201680672268, 'recall': 0.5, 'f1-score': 0.5074074074074074, 'support': 24}}
Token level accuracy: 0.7549295774647887
{'C': {'precision': 0.4117647058823529, 'recall': 0.5384615384615384, 'f1-score': 0.4666666666666667, 'support': 13}, 'P': {'precision': 0.7142857142857143, 'recall': 0.45454545454545453, 'f1-score': 0.5555555555555556, 'support': 11}, 'micro avg': {'precision': 0.5, 'recall': 0.5, 'f1-score': 0.5, 'support': 24}, 'macro avg': {'precision': 0.5630252100840336, 'recall': 0.49650349650349646, 'f1-score': 0.5111111111111111, 'support': 24}, 'weighted avg': {'precision': 0.5504201680672268, 'recall': 0.5, 'f1-score': 0.5074074074074074, 'support': 24}}
Token level accuracy: 0.7549295774647887
Dev-Data: Prec: 0.500, Rec: 0.500, F1: 0.5000
{'C': {'precision': 0.1796875, 'recall': 0.19008264462809918, 'f1-score': 0.18473895582329317, 'support': 242}, 'P': {'precision': 0.2651006711409396, 'recall': 0.24012158054711247, 'f1-score': 0.2519936204146731, 'support': 329}, 'micro avg': {'precision': 0.22563176895306858, 'recall': 0.21891418563922943, 'f1-score': 0.22222222222222224, 'support': 571}, 'macro avg': {'precision': 0.2223940855704698, 'recall': 0.2151021125876058, 'f1-score': 0.21836628811898312, 'support': 571}, 'weighted avg': {'precision': 0.22890104344197745, 'recall': 0.21891418563922943, 'f1-score': 0.22348989216403575, 'support': 571}}
Token level accuracy: 0.5880613437865346
Wrong BIO-Encoding 27/580 labels, 4.66%
{'C': {'precision': 0.1796875, 'recall': 0.19008264462809918, 'f1-score': 0.18473895582329317, 'support': 242}, 'P': {'precision': 0.2651006711409396, 'recall': 0.24012158054711247, 'f1-score': 0.2519936204146731, 'support': 329}, 'micro avg': {'precision': 0.22563176895306858, 'recall': 0.21891418563922943, 'f1-score': 0.22222222222222224, 'support': 571}, 'macro avg': {'precision': 0.2223940855704698, 'recall': 0.2151021125876058, 'f1-score': 0.21836628811898312, 'support': 571}, 'weighted avg': {'precision': 0.22890104344197745, 'recall': 0.21891418563922943, 'f1-score': 0.22348989216403575, 'support': 571}}
Token level accuracy: 0.5880613437865346
Wrong BIO-Encoding 1/554 labels, 0.18%
Test-Data: Prec: 0.226, Rec: 0.219, F1: 0.2224

Scores from epoch with best dev-scores:
  Dev-Score: 0.5000
  Test-Score 0.2268

3.32 sec for evaluation

--------- Epoch 12 -----------
893.10 sec for training (10849.24 total)
-- cmv_modes1 --
{'C': {'precision': 0.36363636363636365, 'recall': 0.3076923076923077, 'f1-score': 0.33333333333333337, 'support': 13}, 'P': {'precision': 0.6363636363636364, 'recall': 0.6363636363636364, 'f1-score': 0.6363636363636364, 'support': 11}, 'micro avg': {'precision': 0.5, 'recall': 0.4583333333333333, 'f1-score': 0.4782608695652174, 'support': 24}, 'macro avg': {'precision': 0.5, 'recall': 0.47202797202797203, 'f1-score': 0.48484848484848486, 'support': 24}, 'weighted avg': {'precision': 0.4886363636363636, 'recall': 0.4583333333333333, 'f1-score': 0.47222222222222227, 'support': 24}}
Token level accuracy: 0.8690140845070422
{'C': {'precision': 0.36363636363636365, 'recall': 0.3076923076923077, 'f1-score': 0.33333333333333337, 'support': 13}, 'P': {'precision': 0.6363636363636364, 'recall': 0.6363636363636364, 'f1-score': 0.6363636363636364, 'support': 11}, 'micro avg': {'precision': 0.5, 'recall': 0.4583333333333333, 'f1-score': 0.4782608695652174, 'support': 24}, 'macro avg': {'precision': 0.5, 'recall': 0.47202797202797203, 'f1-score': 0.48484848484848486, 'support': 24}, 'weighted avg': {'precision': 0.4886363636363636, 'recall': 0.4583333333333333, 'f1-score': 0.47222222222222227, 'support': 24}}
Token level accuracy: 0.8690140845070422
Dev-Data: Prec: 0.500, Rec: 0.458, F1: 0.4783
{'C': {'precision': 0.19555555555555557, 'recall': 0.18181818181818182, 'f1-score': 0.18843683083511778, 'support': 242}, 'P': {'precision': 0.2742857142857143, 'recall': 0.2917933130699088, 'f1-score': 0.28276877761413843, 'support': 329}, 'micro avg': {'precision': 0.24347826086956523, 'recall': 0.24518388791593695, 'f1-score': 0.24432809773123912, 'support': 571}, 'macro avg': {'precision': 0.23492063492063492, 'recall': 0.2368057474440453, 'f1-score': 0.2356028042246281, 'support': 571}, 'weighted avg': {'precision': 0.24091846662774863, 'recall': 0.24518388791593695, 'f1-score': 0.2427892134801227, 'support': 571}}
Token level accuracy: 0.5690117598514545
Wrong BIO-Encoding 65/636 labels, 10.22%
{'C': {'precision': 0.19555555555555557, 'recall': 0.18181818181818182, 'f1-score': 0.18843683083511778, 'support': 242}, 'P': {'precision': 0.2742857142857143, 'recall': 0.2917933130699088, 'f1-score': 0.28276877761413843, 'support': 329}, 'micro avg': {'precision': 0.24347826086956523, 'recall': 0.24518388791593695, 'f1-score': 0.24432809773123912, 'support': 571}, 'macro avg': {'precision': 0.23492063492063492, 'recall': 0.2368057474440453, 'f1-score': 0.2356028042246281, 'support': 571}, 'weighted avg': {'precision': 0.24091846662774863, 'recall': 0.24518388791593695, 'f1-score': 0.2427892134801227, 'support': 571}}
Token level accuracy: 0.5690117598514545
Wrong BIO-Encoding 4/575 labels, 0.70%
Test-Data: Prec: 0.245, Rec: 0.245, F1: 0.2452

Scores from epoch with best dev-scores:
  Dev-Score: 0.5000
  Test-Score 0.2268

3.21 sec for evaluation

--------- Epoch 13 -----------
902.41 sec for training (11751.65 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 13}, 'P': {'precision': 0.3125, 'recall': 0.45454545454545453, 'f1-score': 0.3703703703703703, 'support': 11}, 'micro avg': {'precision': 0.2631578947368421, 'recall': 0.20833333333333334, 'f1-score': 0.23255813953488372, 'support': 24}, 'macro avg': {'precision': 0.15625, 'recall': 0.22727272727272727, 'f1-score': 0.18518518518518515, 'support': 24}, 'weighted avg': {'precision': 0.14322916666666666, 'recall': 0.20833333333333334, 'f1-score': 0.16975308641975306, 'support': 24}}
Token level accuracy: 0.6352112676056338
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 13}, 'P': {'precision': 0.3125, 'recall': 0.45454545454545453, 'f1-score': 0.3703703703703703, 'support': 11}, 'micro avg': {'precision': 0.2631578947368421, 'recall': 0.20833333333333334, 'f1-score': 0.23255813953488372, 'support': 24}, 'macro avg': {'precision': 0.15625, 'recall': 0.22727272727272727, 'f1-score': 0.18518518518518515, 'support': 24}, 'weighted avg': {'precision': 0.14322916666666666, 'recall': 0.20833333333333334, 'f1-score': 0.16975308641975306, 'support': 24}}
Token level accuracy: 0.6352112676056338
Dev-Data: Prec: 0.263, Rec: 0.208, F1: 0.2326
{'C': {'precision': 0.2903225806451613, 'recall': 0.0743801652892562, 'f1-score': 0.11842105263157893, 'support': 242}, 'P': {'precision': 0.19630484988452657, 'recall': 0.25835866261398177, 'f1-score': 0.2230971128608924, 'support': 329}, 'micro avg': {'precision': 0.2080808080808081, 'recall': 0.18038528896672504, 'f1-score': 0.19324577861163228, 'support': 571}, 'macro avg': {'precision': 0.24331371526484394, 'recall': 0.16636941395161897, 'f1-score': 0.17075908274623566, 'support': 571}, 'weighted avg': {'precision': 0.23615124365698476, 'recall': 0.18038528896672504, 'f1-score': 0.1787335286656317, 'support': 571}}
Token level accuracy: 0.5803589849391376
Wrong BIO-Encoding 108/597 labels, 18.09%
{'C': {'precision': 0.2903225806451613, 'recall': 0.0743801652892562, 'f1-score': 0.11842105263157893, 'support': 242}, 'P': {'precision': 0.19630484988452657, 'recall': 0.25835866261398177, 'f1-score': 0.2230971128608924, 'support': 329}, 'micro avg': {'precision': 0.2080808080808081, 'recall': 0.18038528896672504, 'f1-score': 0.19324577861163228, 'support': 571}, 'macro avg': {'precision': 0.24331371526484394, 'recall': 0.16636941395161897, 'f1-score': 0.17075908274623566, 'support': 571}, 'weighted avg': {'precision': 0.23615124365698476, 'recall': 0.18038528896672504, 'f1-score': 0.1787335286656317, 'support': 571}}
Token level accuracy: 0.5803589849391376
Wrong BIO-Encoding 6/495 labels, 1.21%
Test-Data: Prec: 0.211, Rec: 0.180, F1: 0.1943

Scores from epoch with best dev-scores:
  Dev-Score: 0.5000
  Test-Score 0.2268

3.29 sec for evaluation

--------- Epoch 14 -----------
904.27 sec for training (12655.92 total)
-- cmv_modes1 --
{'C': {'precision': 0.35714285714285715, 'recall': 0.38461538461538464, 'f1-score': 0.3703703703703704, 'support': 13}, 'P': {'precision': 0.3, 'recall': 0.2727272727272727, 'f1-score': 0.28571428571428564, 'support': 11}, 'micro avg': {'precision': 0.3333333333333333, 'recall': 0.3333333333333333, 'f1-score': 0.3333333333333333, 'support': 24}, 'macro avg': {'precision': 0.32857142857142857, 'recall': 0.32867132867132864, 'f1-score': 0.328042328042328, 'support': 24}, 'weighted avg': {'precision': 0.33095238095238094, 'recall': 0.3333333333333333, 'f1-score': 0.3315696649029982, 'support': 24}}
Token level accuracy: 0.8169014084507042
{'C': {'precision': 0.35714285714285715, 'recall': 0.38461538461538464, 'f1-score': 0.3703703703703704, 'support': 13}, 'P': {'precision': 0.3, 'recall': 0.2727272727272727, 'f1-score': 0.28571428571428564, 'support': 11}, 'micro avg': {'precision': 0.3333333333333333, 'recall': 0.3333333333333333, 'f1-score': 0.3333333333333333, 'support': 24}, 'macro avg': {'precision': 0.32857142857142857, 'recall': 0.32867132867132864, 'f1-score': 0.328042328042328, 'support': 24}, 'weighted avg': {'precision': 0.33095238095238094, 'recall': 0.3333333333333333, 'f1-score': 0.3315696649029982, 'support': 24}}
Token level accuracy: 0.8169014084507042
Dev-Data: Prec: 0.333, Rec: 0.333, F1: 0.3333
{'C': {'precision': 0.17522658610271905, 'recall': 0.2396694214876033, 'f1-score': 0.2024432809773124, 'support': 242}, 'P': {'precision': 0.20512820512820512, 'recall': 0.1458966565349544, 'f1-score': 0.1705150976909414, 'support': 329}, 'micro avg': {'precision': 0.18761061946902655, 'recall': 0.18563922942206654, 'f1-score': 0.18661971830985913, 'support': 571}, 'macro avg': {'precision': 0.1901773956154621, 'recall': 0.19278303901127886, 'f1-score': 0.18647918933412688, 'support': 571}, 'weighted avg': {'precision': 0.19245536484069614, 'recall': 0.18563922942206654, 'f1-score': 0.18404683211353645, 'support': 571}}
Token level accuracy: 0.5735506498865277
{'C': {'precision': 0.17522658610271905, 'recall': 0.2396694214876033, 'f1-score': 0.2024432809773124, 'support': 242}, 'P': {'precision': 0.20512820512820512, 'recall': 0.1458966565349544, 'f1-score': 0.1705150976909414, 'support': 329}, 'micro avg': {'precision': 0.18761061946902655, 'recall': 0.18563922942206654, 'f1-score': 0.18661971830985913, 'support': 571}, 'macro avg': {'precision': 0.1901773956154621, 'recall': 0.19278303901127886, 'f1-score': 0.18647918933412688, 'support': 571}, 'weighted avg': {'precision': 0.19245536484069614, 'recall': 0.18563922942206654, 'f1-score': 0.18404683211353645, 'support': 571}}
Token level accuracy: 0.5735506498865277
Test-Data: Prec: 0.188, Rec: 0.186, F1: 0.1866

Scores from epoch with best dev-scores:
  Dev-Score: 0.5000
  Test-Score 0.2268

3.31 sec for evaluation

--------- Epoch 15 -----------
909.67 sec for training (13565.59 total)
-- cmv_modes1 --
{'C': {'precision': 0.4444444444444444, 'recall': 0.3076923076923077, 'f1-score': 0.3636363636363637, 'support': 13}, 'P': {'precision': 0.38461538461538464, 'recall': 0.45454545454545453, 'f1-score': 0.41666666666666663, 'support': 11}, 'micro avg': {'precision': 0.4090909090909091, 'recall': 0.375, 'f1-score': 0.3913043478260869, 'support': 24}, 'macro avg': {'precision': 0.4145299145299145, 'recall': 0.38111888111888115, 'f1-score': 0.39015151515151514, 'support': 24}, 'weighted avg': {'precision': 0.417022792022792, 'recall': 0.375, 'f1-score': 0.3879419191919193, 'support': 24}}
Token level accuracy: 0.8154929577464789
{'C': {'precision': 0.4444444444444444, 'recall': 0.3076923076923077, 'f1-score': 0.3636363636363637, 'support': 13}, 'P': {'precision': 0.38461538461538464, 'recall': 0.45454545454545453, 'f1-score': 0.41666666666666663, 'support': 11}, 'micro avg': {'precision': 0.4090909090909091, 'recall': 0.375, 'f1-score': 0.3913043478260869, 'support': 24}, 'macro avg': {'precision': 0.4145299145299145, 'recall': 0.38111888111888115, 'f1-score': 0.39015151515151514, 'support': 24}, 'weighted avg': {'precision': 0.417022792022792, 'recall': 0.375, 'f1-score': 0.3879419191919193, 'support': 24}}
Token level accuracy: 0.8154929577464789
Dev-Data: Prec: 0.409, Rec: 0.375, F1: 0.3913
{'C': {'precision': 0.2534246575342466, 'recall': 0.15289256198347106, 'f1-score': 0.19072164948453607, 'support': 242}, 'P': {'precision': 0.24157303370786518, 'recall': 0.2613981762917933, 'f1-score': 0.25109489051094885, 'support': 329}, 'micro avg': {'precision': 0.2450199203187251, 'recall': 0.21541155866900175, 'f1-score': 0.22926374650512582, 'support': 571}, 'macro avg': {'precision': 0.2474988456210559, 'recall': 0.20714536913763218, 'f1-score': 0.22090826999774246, 'support': 571}, 'weighted avg': {'precision': 0.2465959635957536, 'recall': 0.21541155866900175, 'f1-score': 0.2255076324927494, 'support': 571}}
Token level accuracy: 0.6004401347912798
Wrong BIO-Encoding 15/516 labels, 2.91%
{'C': {'precision': 0.2534246575342466, 'recall': 0.15289256198347106, 'f1-score': 0.19072164948453607, 'support': 242}, 'P': {'precision': 0.24157303370786518, 'recall': 0.2613981762917933, 'f1-score': 0.25109489051094885, 'support': 329}, 'micro avg': {'precision': 0.2450199203187251, 'recall': 0.21541155866900175, 'f1-score': 0.22926374650512582, 'support': 571}, 'macro avg': {'precision': 0.2474988456210559, 'recall': 0.20714536913763218, 'f1-score': 0.22090826999774246, 'support': 571}, 'weighted avg': {'precision': 0.2465959635957536, 'recall': 0.21541155866900175, 'f1-score': 0.2255076324927494, 'support': 571}}
Token level accuracy: 0.6004401347912798
Wrong BIO-Encoding 1/502 labels, 0.20%
Test-Data: Prec: 0.246, Rec: 0.215, F1: 0.2295

Scores from epoch with best dev-scores:
  Dev-Score: 0.5000
  Test-Score 0.2268

3.33 sec for evaluation

--------- Epoch 16 -----------
919.36 sec for training (14484.95 total)
-- cmv_modes1 --
{'C': {'precision': 0.42857142857142855, 'recall': 0.46153846153846156, 'f1-score': 0.4444444444444445, 'support': 13}, 'P': {'precision': 0.8571428571428571, 'recall': 0.5454545454545454, 'f1-score': 0.6666666666666665, 'support': 11}, 'micro avg': {'precision': 0.5714285714285714, 'recall': 0.5, 'f1-score': 0.5333333333333333, 'support': 24}, 'macro avg': {'precision': 0.6428571428571428, 'recall': 0.5034965034965035, 'f1-score': 0.5555555555555555, 'support': 24}, 'weighted avg': {'precision': 0.625, 'recall': 0.5, 'f1-score': 0.5462962962962963, 'support': 24}}
Token level accuracy: 0.8887323943661972
{'C': {'precision': 0.42857142857142855, 'recall': 0.46153846153846156, 'f1-score': 0.4444444444444445, 'support': 13}, 'P': {'precision': 0.8571428571428571, 'recall': 0.5454545454545454, 'f1-score': 0.6666666666666665, 'support': 11}, 'micro avg': {'precision': 0.5714285714285714, 'recall': 0.5, 'f1-score': 0.5333333333333333, 'support': 24}, 'macro avg': {'precision': 0.6428571428571428, 'recall': 0.5034965034965035, 'f1-score': 0.5555555555555555, 'support': 24}, 'weighted avg': {'precision': 0.625, 'recall': 0.5, 'f1-score': 0.5462962962962963, 'support': 24}}
Token level accuracy: 0.8887323943661972
Dev-Data: Prec: 0.571, Rec: 0.500, F1: 0.5333
{'C': {'precision': 0.16140350877192983, 'recall': 0.19008264462809918, 'f1-score': 0.17457305502846301, 'support': 242}, 'P': {'precision': 0.3021276595744681, 'recall': 0.21580547112462006, 'f1-score': 0.25177304964539005, 'support': 329}, 'micro avg': {'precision': 0.225, 'recall': 0.20490367775831875, 'f1-score': 0.21448212648945922, 'support': 571}, 'macro avg': {'precision': 0.23176558417319895, 'recall': 0.2029440578763596, 'f1-score': 0.21317305233692652, 'support': 571}, 'weighted avg': {'precision': 0.24248625065290194, 'recall': 0.20490367775831875, 'f1-score': 0.21905431287254182, 'support': 571}}
Token level accuracy: 0.5591774981087958
{'C': {'precision': 0.16140350877192983, 'recall': 0.19008264462809918, 'f1-score': 0.17457305502846301, 'support': 242}, 'P': {'precision': 0.3021276595744681, 'recall': 0.21580547112462006, 'f1-score': 0.25177304964539005, 'support': 329}, 'micro avg': {'precision': 0.225, 'recall': 0.20490367775831875, 'f1-score': 0.21448212648945922, 'support': 571}, 'macro avg': {'precision': 0.23176558417319895, 'recall': 0.2029440578763596, 'f1-score': 0.21317305233692652, 'support': 571}, 'weighted avg': {'precision': 0.24248625065290194, 'recall': 0.20490367775831875, 'f1-score': 0.21905431287254182, 'support': 571}}
Token level accuracy: 0.5591774981087958
Test-Data: Prec: 0.225, Rec: 0.205, F1: 0.2145

Scores from epoch with best dev-scores:
  Dev-Score: 0.5333
  Test-Score 0.2145

4.02 sec for evaluation

--------- Epoch 17 -----------
895.84 sec for training (15380.79 total)
-- cmv_modes1 --
{'C': {'precision': 0.36363636363636365, 'recall': 0.3076923076923077, 'f1-score': 0.33333333333333337, 'support': 13}, 'P': {'precision': 0.6, 'recall': 0.5454545454545454, 'f1-score': 0.5714285714285713, 'support': 11}, 'micro avg': {'precision': 0.47619047619047616, 'recall': 0.4166666666666667, 'f1-score': 0.4444444444444445, 'support': 24}, 'macro avg': {'precision': 0.4818181818181818, 'recall': 0.42657342657342656, 'f1-score': 0.45238095238095233, 'support': 24}, 'weighted avg': {'precision': 0.471969696969697, 'recall': 0.4166666666666667, 'f1-score': 0.4424603174603174, 'support': 24}}
Token level accuracy: 0.8492957746478873
{'C': {'precision': 0.36363636363636365, 'recall': 0.3076923076923077, 'f1-score': 0.33333333333333337, 'support': 13}, 'P': {'precision': 0.6, 'recall': 0.5454545454545454, 'f1-score': 0.5714285714285713, 'support': 11}, 'micro avg': {'precision': 0.47619047619047616, 'recall': 0.4166666666666667, 'f1-score': 0.4444444444444445, 'support': 24}, 'macro avg': {'precision': 0.4818181818181818, 'recall': 0.42657342657342656, 'f1-score': 0.45238095238095233, 'support': 24}, 'weighted avg': {'precision': 0.471969696969697, 'recall': 0.4166666666666667, 'f1-score': 0.4424603174603174, 'support': 24}}
Token level accuracy: 0.8492957746478873
Dev-Data: Prec: 0.476, Rec: 0.417, F1: 0.4444
{'C': {'precision': 0.22674418604651161, 'recall': 0.16115702479338842, 'f1-score': 0.18840579710144925, 'support': 242}, 'P': {'precision': 0.2397094430992736, 'recall': 0.3009118541033435, 'f1-score': 0.2668463611859838, 'support': 329}, 'micro avg': {'precision': 0.2358974358974359, 'recall': 0.24168126094570927, 'f1-score': 0.2387543252595156, 'support': 571}, 'macro avg': {'precision': 0.23322681457289263, 'recall': 0.23103443944836594, 'f1-score': 0.22762607914371652, 'support': 571}, 'weighted avg': {'precision': 0.23421453555677202, 'recall': 0.24168126094570927, 'f1-score': 0.23360184891197797, 'support': 571}}
Token level accuracy: 0.5937005707998074
Wrong BIO-Encoding 48/630 labels, 7.62%
{'C': {'precision': 0.22674418604651161, 'recall': 0.16115702479338842, 'f1-score': 0.18840579710144925, 'support': 242}, 'P': {'precision': 0.2397094430992736, 'recall': 0.3009118541033435, 'f1-score': 0.2668463611859838, 'support': 329}, 'micro avg': {'precision': 0.2358974358974359, 'recall': 0.24168126094570927, 'f1-score': 0.2387543252595156, 'support': 571}, 'macro avg': {'precision': 0.23322681457289263, 'recall': 0.23103443944836594, 'f1-score': 0.22762607914371652, 'support': 571}, 'weighted avg': {'precision': 0.23421453555677202, 'recall': 0.24168126094570927, 'f1-score': 0.23360184891197797, 'support': 571}}
Token level accuracy: 0.5937005707998074
Wrong BIO-Encoding 3/585 labels, 0.51%
Test-Data: Prec: 0.237, Rec: 0.242, F1: 0.2394

Scores from epoch with best dev-scores:
  Dev-Score: 0.5333
  Test-Score 0.2145

3.29 sec for evaluation

--------- Epoch 18 -----------
904.17 sec for training (16284.96 total)
-- cmv_modes1 --
{'C': {'precision': 0.3333333333333333, 'recall': 0.5384615384615384, 'f1-score': 0.41176470588235287, 'support': 13}, 'P': {'precision': 0.6666666666666666, 'recall': 0.18181818181818182, 'f1-score': 0.28571428571428575, 'support': 11}, 'micro avg': {'precision': 0.375, 'recall': 0.375, 'f1-score': 0.375, 'support': 24}, 'macro avg': {'precision': 0.5, 'recall': 0.3601398601398601, 'f1-score': 0.3487394957983193, 'support': 24}, 'weighted avg': {'precision': 0.4861111111111111, 'recall': 0.375, 'f1-score': 0.35399159663865537, 'support': 24}}
Token level accuracy: 0.6338028169014085
{'C': {'precision': 0.3333333333333333, 'recall': 0.5384615384615384, 'f1-score': 0.41176470588235287, 'support': 13}, 'P': {'precision': 0.6666666666666666, 'recall': 0.18181818181818182, 'f1-score': 0.28571428571428575, 'support': 11}, 'micro avg': {'precision': 0.375, 'recall': 0.375, 'f1-score': 0.375, 'support': 24}, 'macro avg': {'precision': 0.5, 'recall': 0.3601398601398601, 'f1-score': 0.3487394957983193, 'support': 24}, 'weighted avg': {'precision': 0.4861111111111111, 'recall': 0.375, 'f1-score': 0.35399159663865537, 'support': 24}}
Token level accuracy: 0.6338028169014085
Dev-Data: Prec: 0.375, Rec: 0.375, F1: 0.3750
{'C': {'precision': 0.13186813186813187, 'recall': 0.19834710743801653, 'f1-score': 0.15841584158415845, 'support': 242}, 'P': {'precision': 0.26373626373626374, 'recall': 0.2188449848024316, 'f1-score': 0.23920265780730898, 'support': 329}, 'micro avg': {'precision': 0.18838304552590268, 'recall': 0.21015761821366025, 'f1-score': 0.19867549668874174, 'support': 571}, 'macro avg': {'precision': 0.19780219780219782, 'recall': 0.2085960461202241, 'f1-score': 0.19880924969573371, 'support': 571}, 'weighted avg': {'precision': 0.20784819383768596, 'recall': 0.21015761821366025, 'f1-score': 0.2049637619649229, 'support': 571}}
Token level accuracy: 0.5034729385874424
Wrong BIO-Encoding 263/886 labels, 29.68%
{'C': {'precision': 0.13186813186813187, 'recall': 0.19834710743801653, 'f1-score': 0.15841584158415845, 'support': 242}, 'P': {'precision': 0.26373626373626374, 'recall': 0.2188449848024316, 'f1-score': 0.23920265780730898, 'support': 329}, 'micro avg': {'precision': 0.18838304552590268, 'recall': 0.21015761821366025, 'f1-score': 0.19867549668874174, 'support': 571}, 'macro avg': {'precision': 0.19780219780219782, 'recall': 0.2085960461202241, 'f1-score': 0.19880924969573371, 'support': 571}, 'weighted avg': {'precision': 0.20784819383768596, 'recall': 0.21015761821366025, 'f1-score': 0.2049637619649229, 'support': 571}}
Token level accuracy: 0.5034729385874424
Wrong BIO-Encoding 14/637 labels, 2.20%
Test-Data: Prec: 0.193, Rec: 0.210, F1: 0.2010

Scores from epoch with best dev-scores:
  Dev-Score: 0.5333
  Test-Score 0.2145

3.29 sec for evaluation

--------- Epoch 19 -----------
895.43 sec for training (17180.39 total)
-- cmv_modes1 --
{'C': {'precision': 0.42857142857142855, 'recall': 0.23076923076923078, 'f1-score': 0.3, 'support': 13}, 'P': {'precision': 0.4375, 'recall': 0.6363636363636364, 'f1-score': 0.5185185185185185, 'support': 11}, 'micro avg': {'precision': 0.43478260869565216, 'recall': 0.4166666666666667, 'f1-score': 0.425531914893617, 'support': 24}, 'macro avg': {'precision': 0.4330357142857143, 'recall': 0.43356643356643354, 'f1-score': 0.4092592592592592, 'support': 24}, 'weighted avg': {'precision': 0.43266369047619047, 'recall': 0.4166666666666667, 'f1-score': 0.4001543209876543, 'support': 24}}
Token level accuracy: 0.747887323943662
{'C': {'precision': 0.42857142857142855, 'recall': 0.23076923076923078, 'f1-score': 0.3, 'support': 13}, 'P': {'precision': 0.4375, 'recall': 0.6363636363636364, 'f1-score': 0.5185185185185185, 'support': 11}, 'micro avg': {'precision': 0.43478260869565216, 'recall': 0.4166666666666667, 'f1-score': 0.425531914893617, 'support': 24}, 'macro avg': {'precision': 0.4330357142857143, 'recall': 0.43356643356643354, 'f1-score': 0.4092592592592592, 'support': 24}, 'weighted avg': {'precision': 0.43266369047619047, 'recall': 0.4166666666666667, 'f1-score': 0.4001543209876543, 'support': 24}}
Token level accuracy: 0.747887323943662
Dev-Data: Prec: 0.435, Rec: 0.417, F1: 0.4255
{'C': {'precision': 0.2616822429906542, 'recall': 0.11570247933884298, 'f1-score': 0.16045845272206305, 'support': 242}, 'P': {'precision': 0.2336244541484716, 'recall': 0.3252279635258359, 'f1-score': 0.2719186785260483, 'support': 329}, 'micro avg': {'precision': 0.23893805309734514, 'recall': 0.23642732049036777, 'f1-score': 0.23767605633802819, 'support': 571}, 'macro avg': {'precision': 0.2476533485695629, 'recall': 0.22046522143233943, 'f1-score': 0.21618856562405567, 'support': 571}, 'weighted avg': {'precision': 0.24551584626722497, 'recall': 0.23642732049036777, 'f1-score': 0.22467984377199499, 'support': 571}}
Token level accuracy: 0.5811842376727873
{'C': {'precision': 0.2616822429906542, 'recall': 0.11570247933884298, 'f1-score': 0.16045845272206305, 'support': 242}, 'P': {'precision': 0.2336244541484716, 'recall': 0.3252279635258359, 'f1-score': 0.2719186785260483, 'support': 329}, 'micro avg': {'precision': 0.23893805309734514, 'recall': 0.23642732049036777, 'f1-score': 0.23767605633802819, 'support': 571}, 'macro avg': {'precision': 0.2476533485695629, 'recall': 0.22046522143233943, 'f1-score': 0.21618856562405567, 'support': 571}, 'weighted avg': {'precision': 0.24551584626722497, 'recall': 0.23642732049036777, 'f1-score': 0.22467984377199499, 'support': 571}}
Token level accuracy: 0.5811842376727873
Test-Data: Prec: 0.239, Rec: 0.236, F1: 0.2377

Scores from epoch with best dev-scores:
  Dev-Score: 0.5333
  Test-Score 0.2145

3.22 sec for evaluation

--------- Epoch 20 -----------
903.53 sec for training (18083.92 total)
-- cmv_modes1 --
{'C': {'precision': 0.4, 'recall': 0.6153846153846154, 'f1-score': 0.4848484848484849, 'support': 13}, 'P': {'precision': 0.5, 'recall': 0.18181818181818182, 'f1-score': 0.26666666666666666, 'support': 11}, 'micro avg': {'precision': 0.4166666666666667, 'recall': 0.4166666666666667, 'f1-score': 0.4166666666666667, 'support': 24}, 'macro avg': {'precision': 0.45, 'recall': 0.39860139860139865, 'f1-score': 0.3757575757575758, 'support': 24}, 'weighted avg': {'precision': 0.4458333333333333, 'recall': 0.4166666666666667, 'f1-score': 0.38484848484848483, 'support': 24}}
Token level accuracy: 0.6845070422535211
{'C': {'precision': 0.4, 'recall': 0.6153846153846154, 'f1-score': 0.4848484848484849, 'support': 13}, 'P': {'precision': 0.5, 'recall': 0.18181818181818182, 'f1-score': 0.26666666666666666, 'support': 11}, 'micro avg': {'precision': 0.4166666666666667, 'recall': 0.4166666666666667, 'f1-score': 0.4166666666666667, 'support': 24}, 'macro avg': {'precision': 0.45, 'recall': 0.39860139860139865, 'f1-score': 0.3757575757575758, 'support': 24}, 'weighted avg': {'precision': 0.4458333333333333, 'recall': 0.4166666666666667, 'f1-score': 0.38484848484848483, 'support': 24}}
Token level accuracy: 0.6845070422535211
Dev-Data: Prec: 0.417, Rec: 0.417, F1: 0.4167
{'C': {'precision': 0.14105793450881612, 'recall': 0.23140495867768596, 'f1-score': 0.17527386541471052, 'support': 242}, 'P': {'precision': 0.26587301587301587, 'recall': 0.20364741641337386, 'f1-score': 0.2306368330464716, 'support': 329}, 'micro avg': {'precision': 0.18952234206471494, 'recall': 0.21541155866900175, 'f1-score': 0.20163934426229507, 'support': 571}, 'macro avg': {'precision': 0.203465475190916, 'recall': 0.2175261875455299, 'f1-score': 0.20295534923059105, 'support': 571}, 'weighted avg': {'precision': 0.21297415476944961, 'recall': 0.21541155866900175, 'f1-score': 0.207173018393431, 'support': 571}}
Token level accuracy: 0.4949453270063957
{'C': {'precision': 0.14105793450881612, 'recall': 0.23140495867768596, 'f1-score': 0.17527386541471052, 'support': 242}, 'P': {'precision': 0.26587301587301587, 'recall': 0.20364741641337386, 'f1-score': 0.2306368330464716, 'support': 329}, 'micro avg': {'precision': 0.18952234206471494, 'recall': 0.21541155866900175, 'f1-score': 0.20163934426229507, 'support': 571}, 'macro avg': {'precision': 0.203465475190916, 'recall': 0.2175261875455299, 'f1-score': 0.20295534923059105, 'support': 571}, 'weighted avg': {'precision': 0.21297415476944961, 'recall': 0.21541155866900175, 'f1-score': 0.207173018393431, 'support': 571}}
Token level accuracy: 0.4949453270063957
Test-Data: Prec: 0.190, Rec: 0.215, F1: 0.2016

Scores from epoch with best dev-scores:
  Dev-Score: 0.5333
  Test-Score 0.2145

3.30 sec for evaluation

--------- Epoch 21 -----------
884.59 sec for training (18968.50 total)
-- cmv_modes1 --
{'C': {'precision': 0.4, 'recall': 0.46153846153846156, 'f1-score': 0.42857142857142855, 'support': 13}, 'P': {'precision': 0.8571428571428571, 'recall': 0.5454545454545454, 'f1-score': 0.6666666666666665, 'support': 11}, 'micro avg': {'precision': 0.5454545454545454, 'recall': 0.5, 'f1-score': 0.5217391304347826, 'support': 24}, 'macro avg': {'precision': 0.6285714285714286, 'recall': 0.5034965034965035, 'f1-score': 0.5476190476190476, 'support': 24}, 'weighted avg': {'precision': 0.6095238095238096, 'recall': 0.5, 'f1-score': 0.5376984126984127, 'support': 24}}
Token level accuracy: 0.8915492957746479
{'C': {'precision': 0.4, 'recall': 0.46153846153846156, 'f1-score': 0.42857142857142855, 'support': 13}, 'P': {'precision': 0.8571428571428571, 'recall': 0.5454545454545454, 'f1-score': 0.6666666666666665, 'support': 11}, 'micro avg': {'precision': 0.5454545454545454, 'recall': 0.5, 'f1-score': 0.5217391304347826, 'support': 24}, 'macro avg': {'precision': 0.6285714285714286, 'recall': 0.5034965034965035, 'f1-score': 0.5476190476190476, 'support': 24}, 'weighted avg': {'precision': 0.6095238095238096, 'recall': 0.5, 'f1-score': 0.5376984126984127, 'support': 24}}
Token level accuracy: 0.8915492957746479
Dev-Data: Prec: 0.545, Rec: 0.500, F1: 0.5217
{'C': {'precision': 0.1585014409221902, 'recall': 0.22727272727272727, 'f1-score': 0.18675721561969438, 'support': 242}, 'P': {'precision': 0.3, 'recall': 0.2553191489361702, 'f1-score': 0.2758620689655172, 'support': 329}, 'micro avg': {'precision': 0.22169059011164274, 'recall': 0.2434325744308231, 'f1-score': 0.2320534223706177, 'support': 571}, 'macro avg': {'precision': 0.2292507204610951, 'recall': 0.24129593810444872, 'f1-score': 0.23130964229260578, 'support': 571}, 'weighted avg': {'precision': 0.2400303830178109, 'recall': 0.2434325744308231, 'f1-score': 0.23809784040213866, 'support': 571}}
Token level accuracy: 0.5418471907021525
Wrong BIO-Encoding 16/642 labels, 2.49%
{'C': {'precision': 0.1585014409221902, 'recall': 0.22727272727272727, 'f1-score': 0.18675721561969438, 'support': 242}, 'P': {'precision': 0.3, 'recall': 0.2553191489361702, 'f1-score': 0.2758620689655172, 'support': 329}, 'micro avg': {'precision': 0.22169059011164274, 'recall': 0.2434325744308231, 'f1-score': 0.2320534223706177, 'support': 571}, 'macro avg': {'precision': 0.2292507204610951, 'recall': 0.24129593810444872, 'f1-score': 0.23130964229260578, 'support': 571}, 'weighted avg': {'precision': 0.2400303830178109, 'recall': 0.2434325744308231, 'f1-score': 0.23809784040213866, 'support': 571}}
Token level accuracy: 0.5418471907021525
Wrong BIO-Encoding 1/627 labels, 0.16%
Test-Data: Prec: 0.222, Rec: 0.243, F1: 0.2322

Scores from epoch with best dev-scores:
  Dev-Score: 0.5333
  Test-Score 0.2145

3.26 sec for evaluation

--------- Epoch 22 -----------
898.07 sec for training (19866.57 total)
-- cmv_modes1 --
{'C': {'precision': 0.6, 'recall': 0.46153846153846156, 'f1-score': 0.5217391304347826, 'support': 13}, 'P': {'precision': 0.5454545454545454, 'recall': 0.5454545454545454, 'f1-score': 0.5454545454545454, 'support': 11}, 'micro avg': {'precision': 0.5714285714285714, 'recall': 0.5, 'f1-score': 0.5333333333333333, 'support': 24}, 'macro avg': {'precision': 0.5727272727272728, 'recall': 0.5034965034965035, 'f1-score': 0.5335968379446641, 'support': 24}, 'weighted avg': {'precision': 0.5750000000000001, 'recall': 0.5, 'f1-score': 0.532608695652174, 'support': 24}}
Token level accuracy: 0.8464788732394366
{'C': {'precision': 0.6, 'recall': 0.46153846153846156, 'f1-score': 0.5217391304347826, 'support': 13}, 'P': {'precision': 0.5454545454545454, 'recall': 0.5454545454545454, 'f1-score': 0.5454545454545454, 'support': 11}, 'micro avg': {'precision': 0.5714285714285714, 'recall': 0.5, 'f1-score': 0.5333333333333333, 'support': 24}, 'macro avg': {'precision': 0.5727272727272728, 'recall': 0.5034965034965035, 'f1-score': 0.5335968379446641, 'support': 24}, 'weighted avg': {'precision': 0.5750000000000001, 'recall': 0.5, 'f1-score': 0.532608695652174, 'support': 24}}
Token level accuracy: 0.8464788732394366
Dev-Data: Prec: 0.571, Rec: 0.500, F1: 0.5333
{'C': {'precision': 0.19369369369369369, 'recall': 0.17768595041322313, 'f1-score': 0.18534482758620688, 'support': 242}, 'P': {'precision': 0.2546728971962617, 'recall': 0.331306990881459, 'f1-score': 0.2879788639365918, 'support': 329}, 'micro avg': {'precision': 0.23384615384615384, 'recall': 0.266199649737303, 'f1-score': 0.24897624897624898, 'support': 571}, 'macro avg': {'precision': 0.22418329544497767, 'recall': 0.25449647064734104, 'f1-score': 0.23666184576139931, 'support': 571}, 'weighted avg': {'precision': 0.22882882145611902, 'recall': 0.266199649737303, 'f1-score': 0.24448072593870535, 'support': 571}}
Token level accuracy: 0.532769410632006
Wrong BIO-Encoding 143/786 labels, 18.19%
{'C': {'precision': 0.19369369369369369, 'recall': 0.17768595041322313, 'f1-score': 0.18534482758620688, 'support': 242}, 'P': {'precision': 0.2546728971962617, 'recall': 0.331306990881459, 'f1-score': 0.2879788639365918, 'support': 329}, 'micro avg': {'precision': 0.23384615384615384, 'recall': 0.266199649737303, 'f1-score': 0.24897624897624898, 'support': 571}, 'macro avg': {'precision': 0.22418329544497767, 'recall': 0.25449647064734104, 'f1-score': 0.23666184576139931, 'support': 571}, 'weighted avg': {'precision': 0.22882882145611902, 'recall': 0.266199649737303, 'f1-score': 0.24448072593870535, 'support': 571}}
Token level accuracy: 0.532769410632006
Wrong BIO-Encoding 7/650 labels, 1.08%
Test-Data: Prec: 0.236, Rec: 0.266, F1: 0.2504

Scores from epoch with best dev-scores:
  Dev-Score: 0.5333
  Test-Score 0.2145

3.22 sec for evaluation

--------- Epoch 23 -----------
883.19 sec for training (20749.76 total)
-- cmv_modes1 --
{'C': {'precision': 0.5555555555555556, 'recall': 0.38461538461538464, 'f1-score': 0.4545454545454546, 'support': 13}, 'P': {'precision': 0.6, 'recall': 0.5454545454545454, 'f1-score': 0.5714285714285713, 'support': 11}, 'micro avg': {'precision': 0.5789473684210527, 'recall': 0.4583333333333333, 'f1-score': 0.5116279069767442, 'support': 24}, 'macro avg': {'precision': 0.5777777777777777, 'recall': 0.465034965034965, 'f1-score': 0.5129870129870129, 'support': 24}, 'weighted avg': {'precision': 0.575925925925926, 'recall': 0.4583333333333333, 'f1-score': 0.5081168831168831, 'support': 24}}
Token level accuracy: 0.8732394366197183
{'C': {'precision': 0.5555555555555556, 'recall': 0.38461538461538464, 'f1-score': 0.4545454545454546, 'support': 13}, 'P': {'precision': 0.6, 'recall': 0.5454545454545454, 'f1-score': 0.5714285714285713, 'support': 11}, 'micro avg': {'precision': 0.5789473684210527, 'recall': 0.4583333333333333, 'f1-score': 0.5116279069767442, 'support': 24}, 'macro avg': {'precision': 0.5777777777777777, 'recall': 0.465034965034965, 'f1-score': 0.5129870129870129, 'support': 24}, 'weighted avg': {'precision': 0.575925925925926, 'recall': 0.4583333333333333, 'f1-score': 0.5081168831168831, 'support': 24}}
Token level accuracy: 0.8732394366197183
Dev-Data: Prec: 0.579, Rec: 0.458, F1: 0.5116
{'C': {'precision': 0.23125, 'recall': 0.15289256198347106, 'f1-score': 0.18407960199004975, 'support': 242}, 'P': {'precision': 0.2597701149425287, 'recall': 0.3434650455927052, 'f1-score': 0.2958115183246073, 'support': 329}, 'micro avg': {'precision': 0.25210084033613445, 'recall': 0.2626970227670753, 'f1-score': 0.25728987993138935, 'support': 571}, 'macro avg': {'precision': 0.24551005747126436, 'recall': 0.24817880378808813, 'f1-score': 0.2399455601573285, 'support': 571}, 'weighted avg': {'precision': 0.2476827807637337, 'recall': 0.2626970227670753, 'f1-score': 0.24845753627038147, 'support': 571}}
Token level accuracy: 0.5942507392889073
Wrong BIO-Encoding 17/611 labels, 2.78%
{'C': {'precision': 0.23125, 'recall': 0.15289256198347106, 'f1-score': 0.18407960199004975, 'support': 242}, 'P': {'precision': 0.2597701149425287, 'recall': 0.3434650455927052, 'f1-score': 0.2958115183246073, 'support': 329}, 'micro avg': {'precision': 0.25210084033613445, 'recall': 0.2626970227670753, 'f1-score': 0.25728987993138935, 'support': 571}, 'macro avg': {'precision': 0.24551005747126436, 'recall': 0.24817880378808813, 'f1-score': 0.2399455601573285, 'support': 571}, 'weighted avg': {'precision': 0.2476827807637337, 'recall': 0.2626970227670753, 'f1-score': 0.24845753627038147, 'support': 571}}
Token level accuracy: 0.5942507392889073
Wrong BIO-Encoding 1/595 labels, 0.17%
Test-Data: Prec: 0.253, Rec: 0.263, F1: 0.2575

Scores from epoch with best dev-scores:
  Dev-Score: 0.5333
  Test-Score 0.2145

3.25 sec for evaluation

--------- Epoch 24 -----------
882.98 sec for training (21632.74 total)
-- cmv_modes1 --
{'C': {'precision': 0.7272727272727273, 'recall': 0.6153846153846154, 'f1-score': 0.6666666666666667, 'support': 13}, 'P': {'precision': 0.6666666666666666, 'recall': 0.5454545454545454, 'f1-score': 0.6, 'support': 11}, 'micro avg': {'precision': 0.7, 'recall': 0.5833333333333334, 'f1-score': 0.6363636363636365, 'support': 24}, 'macro avg': {'precision': 0.696969696969697, 'recall': 0.5804195804195804, 'f1-score': 0.6333333333333333, 'support': 24}, 'weighted avg': {'precision': 0.6994949494949495, 'recall': 0.5833333333333334, 'f1-score': 0.6361111111111112, 'support': 24}}
Token level accuracy: 0.9380281690140845
{'C': {'precision': 0.7272727272727273, 'recall': 0.6153846153846154, 'f1-score': 0.6666666666666667, 'support': 13}, 'P': {'precision': 0.6666666666666666, 'recall': 0.5454545454545454, 'f1-score': 0.6, 'support': 11}, 'micro avg': {'precision': 0.7, 'recall': 0.5833333333333334, 'f1-score': 0.6363636363636365, 'support': 24}, 'macro avg': {'precision': 0.696969696969697, 'recall': 0.5804195804195804, 'f1-score': 0.6333333333333333, 'support': 24}, 'weighted avg': {'precision': 0.6994949494949495, 'recall': 0.5833333333333334, 'f1-score': 0.6361111111111112, 'support': 24}}
Token level accuracy: 0.9380281690140845
Dev-Data: Prec: 0.700, Rec: 0.583, F1: 0.6364
{'C': {'precision': 0.18269230769230768, 'recall': 0.15702479338842976, 'f1-score': 0.1688888888888889, 'support': 242}, 'P': {'precision': 0.27735368956743, 'recall': 0.331306990881459, 'f1-score': 0.30193905817174516, 'support': 329}, 'micro avg': {'precision': 0.24459234608985025, 'recall': 0.2574430823117338, 'f1-score': 0.2508532423208192, 'support': 571}, 'macro avg': {'precision': 0.23002299862986886, 'recall': 0.24416589213494438, 'f1-score': 0.235413973530317, 'support': 571}, 'weighted avg': {'precision': 0.23723450495485626, 'recall': 0.2574430823117338, 'f1-score': 0.24555001970160292, 'support': 571}}
Token level accuracy: 0.5608280035760952
{'C': {'precision': 0.18269230769230768, 'recall': 0.15702479338842976, 'f1-score': 0.1688888888888889, 'support': 242}, 'P': {'precision': 0.27735368956743, 'recall': 0.331306990881459, 'f1-score': 0.30193905817174516, 'support': 329}, 'micro avg': {'precision': 0.24459234608985025, 'recall': 0.2574430823117338, 'f1-score': 0.2508532423208192, 'support': 571}, 'macro avg': {'precision': 0.23002299862986886, 'recall': 0.24416589213494438, 'f1-score': 0.235413973530317, 'support': 571}, 'weighted avg': {'precision': 0.23723450495485626, 'recall': 0.2574430823117338, 'f1-score': 0.24555001970160292, 'support': 571}}
Token level accuracy: 0.5608280035760952
Test-Data: Prec: 0.245, Rec: 0.257, F1: 0.2509

Scores from epoch with best dev-scores:
  Dev-Score: 0.6364
  Test-Score 0.2509

4.06 sec for evaluation

--------- Epoch 25 -----------
886.68 sec for training (22519.42 total)
-- cmv_modes1 --
{'C': {'precision': 0.5384615384615384, 'recall': 0.5384615384615384, 'f1-score': 0.5384615384615384, 'support': 13}, 'P': {'precision': 0.75, 'recall': 0.5454545454545454, 'f1-score': 0.631578947368421, 'support': 11}, 'micro avg': {'precision': 0.6190476190476191, 'recall': 0.5416666666666666, 'f1-score': 0.5777777777777778, 'support': 24}, 'macro avg': {'precision': 0.6442307692307692, 'recall': 0.5419580419580419, 'f1-score': 0.5850202429149798, 'support': 24}, 'weighted avg': {'precision': 0.6354166666666666, 'recall': 0.5416666666666666, 'f1-score': 0.581140350877193, 'support': 24}}
Token level accuracy: 0.8845070422535212
{'C': {'precision': 0.5384615384615384, 'recall': 0.5384615384615384, 'f1-score': 0.5384615384615384, 'support': 13}, 'P': {'precision': 0.75, 'recall': 0.5454545454545454, 'f1-score': 0.631578947368421, 'support': 11}, 'micro avg': {'precision': 0.6190476190476191, 'recall': 0.5416666666666666, 'f1-score': 0.5777777777777778, 'support': 24}, 'macro avg': {'precision': 0.6442307692307692, 'recall': 0.5419580419580419, 'f1-score': 0.5850202429149798, 'support': 24}, 'weighted avg': {'precision': 0.6354166666666666, 'recall': 0.5416666666666666, 'f1-score': 0.581140350877193, 'support': 24}}
Token level accuracy: 0.8845070422535212
Dev-Data: Prec: 0.619, Rec: 0.542, F1: 0.5778
{'C': {'precision': 0.16666666666666666, 'recall': 0.23140495867768596, 'f1-score': 0.19377162629757788, 'support': 242}, 'P': {'precision': 0.3073770491803279, 'recall': 0.22796352583586627, 'f1-score': 0.26178010471204194, 'support': 329}, 'micro avg': {'precision': 0.22586206896551725, 'recall': 0.22942206654991243, 'f1-score': 0.22762814943527368, 'support': 571}, 'macro avg': {'precision': 0.23702185792349728, 'recall': 0.2296842422567761, 'f1-score': 0.2277758655048099, 'support': 571}, 'weighted avg': {'precision': 0.24774147550553627, 'recall': 0.22942206654991243, 'f1-score': 0.2329568966975055, 'support': 571}}
Token level accuracy: 0.5573894505192215
Wrong BIO-Encoding 16/595 labels, 2.69%
{'C': {'precision': 0.16666666666666666, 'recall': 0.23140495867768596, 'f1-score': 0.19377162629757788, 'support': 242}, 'P': {'precision': 0.3073770491803279, 'recall': 0.22796352583586627, 'f1-score': 0.26178010471204194, 'support': 329}, 'micro avg': {'precision': 0.22586206896551725, 'recall': 0.22942206654991243, 'f1-score': 0.22762814943527368, 'support': 571}, 'macro avg': {'precision': 0.23702185792349728, 'recall': 0.2296842422567761, 'f1-score': 0.2277758655048099, 'support': 571}, 'weighted avg': {'precision': 0.24774147550553627, 'recall': 0.22942206654991243, 'f1-score': 0.2329568966975055, 'support': 571}}
Token level accuracy: 0.5573894505192215
Wrong BIO-Encoding 1/580 labels, 0.17%
Test-Data: Prec: 0.226, Rec: 0.229, F1: 0.2278

Scores from epoch with best dev-scores:
  Dev-Score: 0.6364
  Test-Score 0.2509

3.25 sec for evaluation

--------- Epoch 26 -----------
889.07 sec for training (23408.49 total)
-- cmv_modes1 --
{'C': {'precision': 0.3684210526315789, 'recall': 0.5384615384615384, 'f1-score': 0.4375, 'support': 13}, 'P': {'precision': 0.5, 'recall': 0.18181818181818182, 'f1-score': 0.26666666666666666, 'support': 11}, 'micro avg': {'precision': 0.391304347826087, 'recall': 0.375, 'f1-score': 0.3829787234042554, 'support': 24}, 'macro avg': {'precision': 0.4342105263157895, 'recall': 0.3601398601398601, 'f1-score': 0.3520833333333333, 'support': 24}, 'weighted avg': {'precision': 0.42872807017543857, 'recall': 0.375, 'f1-score': 0.3592013888888889, 'support': 24}}
Token level accuracy: 0.6943661971830986
{'C': {'precision': 0.3684210526315789, 'recall': 0.5384615384615384, 'f1-score': 0.4375, 'support': 13}, 'P': {'precision': 0.5, 'recall': 0.18181818181818182, 'f1-score': 0.26666666666666666, 'support': 11}, 'micro avg': {'precision': 0.391304347826087, 'recall': 0.375, 'f1-score': 0.3829787234042554, 'support': 24}, 'macro avg': {'precision': 0.4342105263157895, 'recall': 0.3601398601398601, 'f1-score': 0.3520833333333333, 'support': 24}, 'weighted avg': {'precision': 0.42872807017543857, 'recall': 0.375, 'f1-score': 0.3592013888888889, 'support': 24}}
Token level accuracy: 0.6943661971830986
Dev-Data: Prec: 0.391, Rec: 0.375, F1: 0.3830
{'C': {'precision': 0.1261061946902655, 'recall': 0.23553719008264462, 'f1-score': 0.1642651296829971, 'support': 242}, 'P': {'precision': 0.19889502762430938, 'recall': 0.1094224924012158, 'f1-score': 0.1411764705882353, 'support': 329}, 'micro avg': {'precision': 0.14691943127962084, 'recall': 0.1628721541155867, 'f1-score': 0.15448504983388703, 'support': 571}, 'macro avg': {'precision': 0.16250061115728742, 'recall': 0.17247984124193022, 'f1-score': 0.1527208001356162, 'support': 571}, 'weighted avg': {'precision': 0.16804581997100182, 'recall': 0.1628721541155867, 'f1-score': 0.1509618567544916, 'support': 571}}
Token level accuracy: 0.4677807578570937
{'C': {'precision': 0.1261061946902655, 'recall': 0.23553719008264462, 'f1-score': 0.1642651296829971, 'support': 242}, 'P': {'precision': 0.19889502762430938, 'recall': 0.1094224924012158, 'f1-score': 0.1411764705882353, 'support': 329}, 'micro avg': {'precision': 0.14691943127962084, 'recall': 0.1628721541155867, 'f1-score': 0.15448504983388703, 'support': 571}, 'macro avg': {'precision': 0.16250061115728742, 'recall': 0.17247984124193022, 'f1-score': 0.1527208001356162, 'support': 571}, 'weighted avg': {'precision': 0.16804581997100182, 'recall': 0.1628721541155867, 'f1-score': 0.1509618567544916, 'support': 571}}
Token level accuracy: 0.4677807578570937
Test-Data: Prec: 0.147, Rec: 0.163, F1: 0.1545

Scores from epoch with best dev-scores:
  Dev-Score: 0.6364
  Test-Score 0.2509

3.24 sec for evaluation

--------- Epoch 27 -----------
886.61 sec for training (24295.09 total)
-- cmv_modes1 --
{'C': {'precision': 0.7, 'recall': 0.5384615384615384, 'f1-score': 0.608695652173913, 'support': 13}, 'P': {'precision': 0.6666666666666666, 'recall': 0.7272727272727273, 'f1-score': 0.6956521739130435, 'support': 11}, 'micro avg': {'precision': 0.6818181818181818, 'recall': 0.625, 'f1-score': 0.6521739130434783, 'support': 24}, 'macro avg': {'precision': 0.6833333333333333, 'recall': 0.6328671328671329, 'f1-score': 0.6521739130434783, 'support': 24}, 'weighted avg': {'precision': 0.6847222222222222, 'recall': 0.625, 'f1-score': 0.6485507246376812, 'support': 24}}
Token level accuracy: 0.9
{'C': {'precision': 0.7, 'recall': 0.5384615384615384, 'f1-score': 0.608695652173913, 'support': 13}, 'P': {'precision': 0.6666666666666666, 'recall': 0.7272727272727273, 'f1-score': 0.6956521739130435, 'support': 11}, 'micro avg': {'precision': 0.6818181818181818, 'recall': 0.625, 'f1-score': 0.6521739130434783, 'support': 24}, 'macro avg': {'precision': 0.6833333333333333, 'recall': 0.6328671328671329, 'f1-score': 0.6521739130434783, 'support': 24}, 'weighted avg': {'precision': 0.6847222222222222, 'recall': 0.625, 'f1-score': 0.6485507246376812, 'support': 24}}
Token level accuracy: 0.9
Dev-Data: Prec: 0.682, Rec: 0.625, F1: 0.6522
{'C': {'precision': 0.1921182266009852, 'recall': 0.16115702479338842, 'f1-score': 0.17528089887640447, 'support': 242}, 'P': {'precision': 0.2746987951807229, 'recall': 0.3465045592705167, 'f1-score': 0.30645161290322576, 'support': 329}, 'micro avg': {'precision': 0.24757281553398058, 'recall': 0.2679509632224168, 'f1-score': 0.25735912531539107, 'support': 571}, 'macro avg': {'precision': 0.23340851089085404, 'recall': 0.2538307920319526, 'f1-score': 0.2408662558898151, 'support': 571}, 'weighted avg': {'precision': 0.2396996750471038, 'recall': 0.2679509632224168, 'f1-score': 0.2508591211440475, 'support': 571}}
Token level accuracy: 0.5906746441097586
Wrong BIO-Encoding 17/634 labels, 2.68%
{'C': {'precision': 0.1921182266009852, 'recall': 0.16115702479338842, 'f1-score': 0.17528089887640447, 'support': 242}, 'P': {'precision': 0.2746987951807229, 'recall': 0.3465045592705167, 'f1-score': 0.30645161290322576, 'support': 329}, 'micro avg': {'precision': 0.24757281553398058, 'recall': 0.2679509632224168, 'f1-score': 0.25735912531539107, 'support': 571}, 'macro avg': {'precision': 0.23340851089085404, 'recall': 0.2538307920319526, 'f1-score': 0.2408662558898151, 'support': 571}, 'weighted avg': {'precision': 0.2396996750471038, 'recall': 0.2679509632224168, 'f1-score': 0.2508591211440475, 'support': 571}}
Token level accuracy: 0.5906746441097586
Wrong BIO-Encoding 1/618 labels, 0.16%
Test-Data: Prec: 0.248, Rec: 0.268, F1: 0.2576

Scores from epoch with best dev-scores:
  Dev-Score: 0.6522
  Test-Score 0.2576

4.09 sec for evaluation

--------- Epoch 28 -----------
855.47 sec for training (25150.56 total)
-- cmv_modes1 --
{'C': {'precision': 0.6923076923076923, 'recall': 0.6923076923076923, 'f1-score': 0.6923076923076923, 'support': 13}, 'P': {'precision': 0.6, 'recall': 0.5454545454545454, 'f1-score': 0.5714285714285713, 'support': 11}, 'micro avg': {'precision': 0.6521739130434783, 'recall': 0.625, 'f1-score': 0.6382978723404256, 'support': 24}, 'macro avg': {'precision': 0.6461538461538461, 'recall': 0.6188811188811189, 'f1-score': 0.6318681318681318, 'support': 24}, 'weighted avg': {'precision': 0.65, 'recall': 0.625, 'f1-score': 0.6369047619047619, 'support': 24}}
Token level accuracy: 0.9211267605633803
{'C': {'precision': 0.6923076923076923, 'recall': 0.6923076923076923, 'f1-score': 0.6923076923076923, 'support': 13}, 'P': {'precision': 0.6, 'recall': 0.5454545454545454, 'f1-score': 0.5714285714285713, 'support': 11}, 'micro avg': {'precision': 0.6521739130434783, 'recall': 0.625, 'f1-score': 0.6382978723404256, 'support': 24}, 'macro avg': {'precision': 0.6461538461538461, 'recall': 0.6188811188811189, 'f1-score': 0.6318681318681318, 'support': 24}, 'weighted avg': {'precision': 0.65, 'recall': 0.625, 'f1-score': 0.6369047619047619, 'support': 24}}
Token level accuracy: 0.9211267605633803
Dev-Data: Prec: 0.652, Rec: 0.625, F1: 0.6383
{'C': {'precision': 0.17567567567567569, 'recall': 0.21487603305785125, 'f1-score': 0.1933085501858736, 'support': 242}, 'P': {'precision': 0.27887323943661974, 'recall': 0.3009118541033435, 'f1-score': 0.2894736842105263, 'support': 329}, 'micro avg': {'precision': 0.23195084485407066, 'recall': 0.26444833625218916, 'f1-score': 0.24713584288052376, 'support': 571}, 'macro avg': {'precision': 0.22727445755614772, 'recall': 0.25789394358059736, 'f1-score': 0.24139111719819994, 'support': 571}, 'weighted avg': {'precision': 0.2351362684556242, 'recall': 0.26444833625218916, 'f1-score': 0.24871718257485917, 'support': 571}}
Token level accuracy: 0.5593838112922083
Wrong BIO-Encoding 127/771 labels, 16.47%
{'C': {'precision': 0.17567567567567569, 'recall': 0.21487603305785125, 'f1-score': 0.1933085501858736, 'support': 242}, 'P': {'precision': 0.27887323943661974, 'recall': 0.3009118541033435, 'f1-score': 0.2894736842105263, 'support': 329}, 'micro avg': {'precision': 0.23195084485407066, 'recall': 0.26444833625218916, 'f1-score': 0.24713584288052376, 'support': 571}, 'macro avg': {'precision': 0.22727445755614772, 'recall': 0.25789394358059736, 'f1-score': 0.24139111719819994, 'support': 571}, 'weighted avg': {'precision': 0.2351362684556242, 'recall': 0.26444833625218916, 'f1-score': 0.24871718257485917, 'support': 571}}
Token level accuracy: 0.5593838112922083
Wrong BIO-Encoding 7/651 labels, 1.08%
Test-Data: Prec: 0.234, Rec: 0.264, F1: 0.2486

Scores from epoch with best dev-scores:
  Dev-Score: 0.6522
  Test-Score 0.2576

3.06 sec for evaluation

--------- Epoch 29 -----------
828.30 sec for training (25978.86 total)
-- cmv_modes1 --
{'C': {'precision': 0.5, 'recall': 0.5384615384615384, 'f1-score': 0.5185185185185186, 'support': 13}, 'P': {'precision': 0.625, 'recall': 0.45454545454545453, 'f1-score': 0.5263157894736842, 'support': 11}, 'micro avg': {'precision': 0.5454545454545454, 'recall': 0.5, 'f1-score': 0.5217391304347826, 'support': 24}, 'macro avg': {'precision': 0.5625, 'recall': 0.49650349650349646, 'f1-score': 0.5224171539961013, 'support': 24}, 'weighted avg': {'precision': 0.5572916666666666, 'recall': 0.5, 'f1-score': 0.5220922677063028, 'support': 24}}
Token level accuracy: 0.8126760563380282
{'C': {'precision': 0.5, 'recall': 0.5384615384615384, 'f1-score': 0.5185185185185186, 'support': 13}, 'P': {'precision': 0.625, 'recall': 0.45454545454545453, 'f1-score': 0.5263157894736842, 'support': 11}, 'micro avg': {'precision': 0.5454545454545454, 'recall': 0.5, 'f1-score': 0.5217391304347826, 'support': 24}, 'macro avg': {'precision': 0.5625, 'recall': 0.49650349650349646, 'f1-score': 0.5224171539961013, 'support': 24}, 'weighted avg': {'precision': 0.5572916666666666, 'recall': 0.5, 'f1-score': 0.5220922677063028, 'support': 24}}
Token level accuracy: 0.8126760563380282
Dev-Data: Prec: 0.545, Rec: 0.500, F1: 0.5217
{'C': {'precision': 0.17475728155339806, 'recall': 0.2231404958677686, 'f1-score': 0.19600725952813067, 'support': 242}, 'P': {'precision': 0.3023952095808383, 'recall': 0.3069908814589666, 'f1-score': 0.3046757164404223, 'support': 329}, 'micro avg': {'precision': 0.2410575427682737, 'recall': 0.2714535901926445, 'f1-score': 0.25535420098846784, 'support': 571}, 'macro avg': {'precision': 0.2385762455671182, 'recall': 0.2650656886633676, 'f1-score': 0.25034148798427647, 'support': 571}, 'weighted avg': {'precision': 0.24829997563575854, 'recall': 0.2714535901926445, 'f1-score': 0.25862008321314633, 'support': 571}}
Token level accuracy: 0.560071521903583
Wrong BIO-Encoding 29/670 labels, 4.33%
{'C': {'precision': 0.17475728155339806, 'recall': 0.2231404958677686, 'f1-score': 0.19600725952813067, 'support': 242}, 'P': {'precision': 0.3023952095808383, 'recall': 0.3069908814589666, 'f1-score': 0.3046757164404223, 'support': 329}, 'micro avg': {'precision': 0.2410575427682737, 'recall': 0.2714535901926445, 'f1-score': 0.25535420098846784, 'support': 571}, 'macro avg': {'precision': 0.2385762455671182, 'recall': 0.2650656886633676, 'f1-score': 0.25034148798427647, 'support': 571}, 'weighted avg': {'precision': 0.24829997563575854, 'recall': 0.2714535901926445, 'f1-score': 0.25862008321314633, 'support': 571}}
Token level accuracy: 0.560071521903583
Wrong BIO-Encoding 2/643 labels, 0.31%
Test-Data: Prec: 0.242, Rec: 0.271, F1: 0.2558

Scores from epoch with best dev-scores:
  Dev-Score: 0.6522
  Test-Score 0.2576

3.11 sec for evaluation

--------- Epoch 30 -----------
832.18 sec for training (26811.04 total)
-- cmv_modes1 --
{'C': {'precision': 0.42857142857142855, 'recall': 0.46153846153846156, 'f1-score': 0.4444444444444445, 'support': 13}, 'P': {'precision': 0.7142857142857143, 'recall': 0.45454545454545453, 'f1-score': 0.5555555555555556, 'support': 11}, 'micro avg': {'precision': 0.5238095238095238, 'recall': 0.4583333333333333, 'f1-score': 0.4888888888888889, 'support': 24}, 'macro avg': {'precision': 0.5714285714285714, 'recall': 0.458041958041958, 'f1-score': 0.5, 'support': 24}, 'weighted avg': {'precision': 0.5595238095238095, 'recall': 0.4583333333333333, 'f1-score': 0.4953703703703704, 'support': 24}}
Token level accuracy: 0.852112676056338
{'C': {'precision': 0.42857142857142855, 'recall': 0.46153846153846156, 'f1-score': 0.4444444444444445, 'support': 13}, 'P': {'precision': 0.7142857142857143, 'recall': 0.45454545454545453, 'f1-score': 0.5555555555555556, 'support': 11}, 'micro avg': {'precision': 0.5238095238095238, 'recall': 0.4583333333333333, 'f1-score': 0.4888888888888889, 'support': 24}, 'macro avg': {'precision': 0.5714285714285714, 'recall': 0.458041958041958, 'f1-score': 0.5, 'support': 24}, 'weighted avg': {'precision': 0.5595238095238095, 'recall': 0.4583333333333333, 'f1-score': 0.4953703703703704, 'support': 24}}
Token level accuracy: 0.852112676056338
Dev-Data: Prec: 0.524, Rec: 0.458, F1: 0.4889
{'C': {'precision': 0.16551724137931034, 'recall': 0.19834710743801653, 'f1-score': 0.18045112781954886, 'support': 242}, 'P': {'precision': 0.24468085106382978, 'recall': 0.20972644376899696, 'f1-score': 0.22585924713584288, 'support': 329}, 'micro avg': {'precision': 0.20454545454545456, 'recall': 0.20490367775831875, 'f1-score': 0.2047244094488189, 'support': 571}, 'macro avg': {'precision': 0.20509904622157005, 'recall': 0.20403677560350675, 'f1-score': 0.20315518747769587, 'support': 571}, 'weighted avg': {'precision': 0.2111298991484993, 'recall': 0.20490367775831875, 'f1-score': 0.20661447502631022, 'support': 571}}
Token level accuracy: 0.5436352382917269
Wrong BIO-Encoding 31/601 labels, 5.16%
{'C': {'precision': 0.16551724137931034, 'recall': 0.19834710743801653, 'f1-score': 0.18045112781954886, 'support': 242}, 'P': {'precision': 0.24468085106382978, 'recall': 0.20972644376899696, 'f1-score': 0.22585924713584288, 'support': 329}, 'micro avg': {'precision': 0.20454545454545456, 'recall': 0.20490367775831875, 'f1-score': 0.2047244094488189, 'support': 571}, 'macro avg': {'precision': 0.20509904622157005, 'recall': 0.20403677560350675, 'f1-score': 0.20315518747769587, 'support': 571}, 'weighted avg': {'precision': 0.2111298991484993, 'recall': 0.20490367775831875, 'f1-score': 0.20661447502631022, 'support': 571}}
Token level accuracy: 0.5436352382917269
Wrong BIO-Encoding 2/572 labels, 0.35%
Test-Data: Prec: 0.205, Rec: 0.205, F1: 0.2051

Scores from epoch with best dev-scores:
  Dev-Score: 0.6522
  Test-Score 0.2576

3.16 sec for evaluation

--------- Epoch 31 -----------
840.20 sec for training (27651.24 total)
-- cmv_modes1 --
{'C': {'precision': 0.6, 'recall': 0.46153846153846156, 'f1-score': 0.5217391304347826, 'support': 13}, 'P': {'precision': 0.5833333333333334, 'recall': 0.6363636363636364, 'f1-score': 0.6086956521739131, 'support': 11}, 'micro avg': {'precision': 0.5909090909090909, 'recall': 0.5416666666666666, 'f1-score': 0.5652173913043478, 'support': 24}, 'macro avg': {'precision': 0.5916666666666667, 'recall': 0.548951048951049, 'f1-score': 0.5652173913043479, 'support': 24}, 'weighted avg': {'precision': 0.5923611111111111, 'recall': 0.5416666666666666, 'f1-score': 0.5615942028985508, 'support': 24}}
Token level accuracy: 0.9014084507042254
{'C': {'precision': 0.6, 'recall': 0.46153846153846156, 'f1-score': 0.5217391304347826, 'support': 13}, 'P': {'precision': 0.5833333333333334, 'recall': 0.6363636363636364, 'f1-score': 0.6086956521739131, 'support': 11}, 'micro avg': {'precision': 0.5909090909090909, 'recall': 0.5416666666666666, 'f1-score': 0.5652173913043478, 'support': 24}, 'macro avg': {'precision': 0.5916666666666667, 'recall': 0.548951048951049, 'f1-score': 0.5652173913043479, 'support': 24}, 'weighted avg': {'precision': 0.5923611111111111, 'recall': 0.5416666666666666, 'f1-score': 0.5615942028985508, 'support': 24}}
Token level accuracy: 0.9014084507042254
Dev-Data: Prec: 0.591, Rec: 0.542, F1: 0.5652
{'C': {'precision': 0.2469879518072289, 'recall': 0.16942148760330578, 'f1-score': 0.20098039215686275, 'support': 242}, 'P': {'precision': 0.2772511848341232, 'recall': 0.3556231003039514, 'f1-score': 0.31158455392809586, 'support': 329}, 'micro avg': {'precision': 0.2687074829931973, 'recall': 0.276707530647986, 'f1-score': 0.272648835202761, 'support': 571}, 'macro avg': {'precision': 0.26211956832067607, 'recall': 0.2625222939536286, 'f1-score': 0.2562824730424793, 'support': 571}, 'weighted avg': {'precision': 0.26442508607316273, 'recall': 0.276707530647986, 'f1-score': 0.2647085344033351, 'support': 571}}
Token level accuracy: 0.6117185888178255
Wrong BIO-Encoding 55/639 labels, 8.61%
{'C': {'precision': 0.2469879518072289, 'recall': 0.16942148760330578, 'f1-score': 0.20098039215686275, 'support': 242}, 'P': {'precision': 0.2772511848341232, 'recall': 0.3556231003039514, 'f1-score': 0.31158455392809586, 'support': 329}, 'micro avg': {'precision': 0.2687074829931973, 'recall': 0.276707530647986, 'f1-score': 0.272648835202761, 'support': 571}, 'macro avg': {'precision': 0.26211956832067607, 'recall': 0.2625222939536286, 'f1-score': 0.2562824730424793, 'support': 571}, 'weighted avg': {'precision': 0.26442508607316273, 'recall': 0.276707530647986, 'f1-score': 0.2647085344033351, 'support': 571}}
Token level accuracy: 0.6117185888178255
Wrong BIO-Encoding 4/588 labels, 0.68%
Test-Data: Prec: 0.271, Rec: 0.277, F1: 0.2736

Scores from epoch with best dev-scores:
  Dev-Score: 0.6522
  Test-Score 0.2576

2.97 sec for evaluation

--------- Epoch 32 -----------
889.65 sec for training (28540.90 total)
-- cmv_modes1 --
{'C': {'precision': 0.5454545454545454, 'recall': 0.46153846153846156, 'f1-score': 0.4999999999999999, 'support': 13}, 'P': {'precision': 0.5833333333333334, 'recall': 0.6363636363636364, 'f1-score': 0.6086956521739131, 'support': 11}, 'micro avg': {'precision': 0.5652173913043478, 'recall': 0.5416666666666666, 'f1-score': 0.5531914893617021, 'support': 24}, 'macro avg': {'precision': 0.5643939393939394, 'recall': 0.548951048951049, 'f1-score': 0.5543478260869565, 'support': 24}, 'weighted avg': {'precision': 0.5628156565656566, 'recall': 0.5416666666666666, 'f1-score': 0.5498188405797101, 'support': 24}}
Token level accuracy: 0.9098591549295775
{'C': {'precision': 0.5454545454545454, 'recall': 0.46153846153846156, 'f1-score': 0.4999999999999999, 'support': 13}, 'P': {'precision': 0.5833333333333334, 'recall': 0.6363636363636364, 'f1-score': 0.6086956521739131, 'support': 11}, 'micro avg': {'precision': 0.5652173913043478, 'recall': 0.5416666666666666, 'f1-score': 0.5531914893617021, 'support': 24}, 'macro avg': {'precision': 0.5643939393939394, 'recall': 0.548951048951049, 'f1-score': 0.5543478260869565, 'support': 24}, 'weighted avg': {'precision': 0.5628156565656566, 'recall': 0.5416666666666666, 'f1-score': 0.5498188405797101, 'support': 24}}
Token level accuracy: 0.9098591549295775
Dev-Data: Prec: 0.565, Rec: 0.542, F1: 0.5532
{'C': {'precision': 0.18888888888888888, 'recall': 0.14049586776859505, 'f1-score': 0.16113744075829387, 'support': 242}, 'P': {'precision': 0.27608695652173915, 'recall': 0.3860182370820669, 'f1-score': 0.3219264892268695, 'support': 329}, 'micro avg': {'precision': 0.2515625, 'recall': 0.2819614711033275, 'f1-score': 0.2658959537572254, 'support': 571}, 'macro avg': {'precision': 0.23248792270531402, 'recall': 0.263257052425331, 'f1-score': 0.24153196499258167, 'support': 571}, 'weighted avg': {'precision': 0.23913085780518967, 'recall': 0.2819614711033275, 'f1-score': 0.25378121824719296, 'support': 571}}
Token level accuracy: 0.54191596176329
Wrong BIO-Encoding 59/694 labels, 8.50%
{'C': {'precision': 0.18888888888888888, 'recall': 0.14049586776859505, 'f1-score': 0.16113744075829387, 'support': 242}, 'P': {'precision': 0.27608695652173915, 'recall': 0.3860182370820669, 'f1-score': 0.3219264892268695, 'support': 329}, 'micro avg': {'precision': 0.2515625, 'recall': 0.2819614711033275, 'f1-score': 0.2658959537572254, 'support': 571}, 'macro avg': {'precision': 0.23248792270531402, 'recall': 0.263257052425331, 'f1-score': 0.24153196499258167, 'support': 571}, 'weighted avg': {'precision': 0.23913085780518967, 'recall': 0.2819614711033275, 'f1-score': 0.25378121824719296, 'support': 571}}
Token level accuracy: 0.54191596176329
Wrong BIO-Encoding 5/640 labels, 0.78%
Test-Data: Prec: 0.254, Rec: 0.282, F1: 0.2670

Scores from epoch with best dev-scores:
  Dev-Score: 0.6522
  Test-Score 0.2576

3.78 sec for evaluation

--------- Epoch 33 -----------
865.17 sec for training (29406.07 total)
-- cmv_modes1 --
{'C': {'precision': 0.4090909090909091, 'recall': 0.6923076923076923, 'f1-score': 0.5142857142857142, 'support': 13}, 'P': {'precision': 0.6666666666666666, 'recall': 0.18181818181818182, 'f1-score': 0.28571428571428575, 'support': 11}, 'micro avg': {'precision': 0.44, 'recall': 0.4583333333333333, 'f1-score': 0.4489795918367347, 'support': 24}, 'macro avg': {'precision': 0.5378787878787878, 'recall': 0.4370629370629371, 'f1-score': 0.4, 'support': 24}, 'weighted avg': {'precision': 0.5271464646464646, 'recall': 0.4583333333333333, 'f1-score': 0.40952380952380957, 'support': 24}}
Token level accuracy: 0.6169014084507042
{'C': {'precision': 0.4090909090909091, 'recall': 0.6923076923076923, 'f1-score': 0.5142857142857142, 'support': 13}, 'P': {'precision': 0.6666666666666666, 'recall': 0.18181818181818182, 'f1-score': 0.28571428571428575, 'support': 11}, 'micro avg': {'precision': 0.44, 'recall': 0.4583333333333333, 'f1-score': 0.4489795918367347, 'support': 24}, 'macro avg': {'precision': 0.5378787878787878, 'recall': 0.4370629370629371, 'f1-score': 0.4, 'support': 24}, 'weighted avg': {'precision': 0.5271464646464646, 'recall': 0.4583333333333333, 'f1-score': 0.40952380952380957, 'support': 24}}
Token level accuracy: 0.6169014084507042
Dev-Data: Prec: 0.440, Rec: 0.458, F1: 0.4490
{'C': {'precision': 0.12585034013605442, 'recall': 0.30578512396694213, 'f1-score': 0.17831325301204817, 'support': 242}, 'P': {'precision': 0.23529411764705882, 'recall': 0.0729483282674772, 'f1-score': 0.111368909512761, 'support': 329}, 'micro avg': {'precision': 0.14202898550724638, 'recall': 0.17162872154115585, 'f1-score': 0.15543219666931007, 'support': 571}, 'macro avg': {'precision': 0.1805722288915566, 'recall': 0.18936672611720967, 'f1-score': 0.14484108126240458, 'support': 571}, 'weighted avg': {'precision': 0.1889098897001883, 'recall': 0.17162872154115585, 'f1-score': 0.13974111814118043, 'support': 571}}
Token level accuracy: 0.361323155216285
Wrong BIO-Encoding 148/831 labels, 17.81%
{'C': {'precision': 0.12585034013605442, 'recall': 0.30578512396694213, 'f1-score': 0.17831325301204817, 'support': 242}, 'P': {'precision': 0.23529411764705882, 'recall': 0.0729483282674772, 'f1-score': 0.111368909512761, 'support': 329}, 'micro avg': {'precision': 0.14202898550724638, 'recall': 0.17162872154115585, 'f1-score': 0.15543219666931007, 'support': 571}, 'macro avg': {'precision': 0.1805722288915566, 'recall': 0.18936672611720967, 'f1-score': 0.14484108126240458, 'support': 571}, 'weighted avg': {'precision': 0.1889098897001883, 'recall': 0.17162872154115585, 'f1-score': 0.13974111814118043, 'support': 571}}
Token level accuracy: 0.361323155216285
Wrong BIO-Encoding 7/690 labels, 1.01%
Test-Data: Prec: 0.143, Rec: 0.172, F1: 0.1563

Scores from epoch with best dev-scores:
  Dev-Score: 0.6522
  Test-Score 0.2576

3.09 sec for evaluation

--------- Epoch 34 -----------
837.96 sec for training (30244.02 total)
-- cmv_modes1 --
{'C': {'precision': 0.5714285714285714, 'recall': 0.6153846153846154, 'f1-score': 0.5925925925925927, 'support': 13}, 'P': {'precision': 0.6363636363636364, 'recall': 0.6363636363636364, 'f1-score': 0.6363636363636364, 'support': 11}, 'micro avg': {'precision': 0.6, 'recall': 0.625, 'f1-score': 0.6122448979591836, 'support': 24}, 'macro avg': {'precision': 0.6038961038961039, 'recall': 0.6258741258741258, 'f1-score': 0.6144781144781145, 'support': 24}, 'weighted avg': {'precision': 0.6011904761904762, 'recall': 0.625, 'f1-score': 0.6126543209876544, 'support': 24}}
Token level accuracy: 0.9507042253521126
{'C': {'precision': 0.5714285714285714, 'recall': 0.6153846153846154, 'f1-score': 0.5925925925925927, 'support': 13}, 'P': {'precision': 0.6363636363636364, 'recall': 0.6363636363636364, 'f1-score': 0.6363636363636364, 'support': 11}, 'micro avg': {'precision': 0.6, 'recall': 0.625, 'f1-score': 0.6122448979591836, 'support': 24}, 'macro avg': {'precision': 0.6038961038961039, 'recall': 0.6258741258741258, 'f1-score': 0.6144781144781145, 'support': 24}, 'weighted avg': {'precision': 0.6011904761904762, 'recall': 0.625, 'f1-score': 0.6126543209876544, 'support': 24}}
Token level accuracy: 0.9507042253521126
Dev-Data: Prec: 0.600, Rec: 0.625, F1: 0.6122
{'C': {'precision': 0.16838487972508592, 'recall': 0.2024793388429752, 'f1-score': 0.18386491557223264, 'support': 242}, 'P': {'precision': 0.2949852507374631, 'recall': 0.303951367781155, 'f1-score': 0.2994011976047904, 'support': 329}, 'micro avg': {'precision': 0.2365079365079365, 'recall': 0.2609457092819615, 'f1-score': 0.24812656119900084, 'support': 571}, 'macro avg': {'precision': 0.23168506523127452, 'recall': 0.25321535331206513, 'f1-score': 0.24163305658851153, 'support': 571}, 'weighted avg': {'precision': 0.24132975198966056, 'recall': 0.2609457092819615, 'f1-score': 0.25043485740885524, 'support': 571}}
Token level accuracy: 0.5749948421704147
Wrong BIO-Encoding 8/637 labels, 1.26%
{'C': {'precision': 0.16838487972508592, 'recall': 0.2024793388429752, 'f1-score': 0.18386491557223264, 'support': 242}, 'P': {'precision': 0.2949852507374631, 'recall': 0.303951367781155, 'f1-score': 0.2994011976047904, 'support': 329}, 'micro avg': {'precision': 0.2365079365079365, 'recall': 0.2609457092819615, 'f1-score': 0.24812656119900084, 'support': 571}, 'macro avg': {'precision': 0.23168506523127452, 'recall': 0.25321535331206513, 'f1-score': 0.24163305658851153, 'support': 571}, 'weighted avg': {'precision': 0.24132975198966056, 'recall': 0.2609457092819615, 'f1-score': 0.25043485740885524, 'support': 571}}
Token level accuracy: 0.5749948421704147
Wrong BIO-Encoding 1/630 labels, 0.16%
Test-Data: Prec: 0.237, Rec: 0.261, F1: 0.2483

Scores from epoch with best dev-scores:
  Dev-Score: 0.6522
  Test-Score 0.2576

3.09 sec for evaluation

--------- Epoch 35 -----------
828.54 sec for training (31072.56 total)
-- cmv_modes1 --
{'C': {'precision': 0.35714285714285715, 'recall': 0.38461538461538464, 'f1-score': 0.3703703703703704, 'support': 13}, 'P': {'precision': 0.5, 'recall': 0.45454545454545453, 'f1-score': 0.47619047619047616, 'support': 11}, 'micro avg': {'precision': 0.4166666666666667, 'recall': 0.4166666666666667, 'f1-score': 0.4166666666666667, 'support': 24}, 'macro avg': {'precision': 0.4285714285714286, 'recall': 0.4195804195804196, 'f1-score': 0.42328042328042326, 'support': 24}, 'weighted avg': {'precision': 0.4226190476190476, 'recall': 0.4166666666666667, 'f1-score': 0.4188712522045856, 'support': 24}}
Token level accuracy: 0.8676056338028169
{'C': {'precision': 0.35714285714285715, 'recall': 0.38461538461538464, 'f1-score': 0.3703703703703704, 'support': 13}, 'P': {'precision': 0.5, 'recall': 0.45454545454545453, 'f1-score': 0.47619047619047616, 'support': 11}, 'micro avg': {'precision': 0.4166666666666667, 'recall': 0.4166666666666667, 'f1-score': 0.4166666666666667, 'support': 24}, 'macro avg': {'precision': 0.4285714285714286, 'recall': 0.4195804195804196, 'f1-score': 0.42328042328042326, 'support': 24}, 'weighted avg': {'precision': 0.4226190476190476, 'recall': 0.4166666666666667, 'f1-score': 0.4188712522045856, 'support': 24}}
Token level accuracy: 0.8676056338028169
Dev-Data: Prec: 0.417, Rec: 0.417, F1: 0.4167
{'C': {'precision': 0.14963503649635038, 'recall': 0.16942148760330578, 'f1-score': 0.15891472868217058, 'support': 242}, 'P': {'precision': 0.26273458445040215, 'recall': 0.2978723404255319, 'f1-score': 0.27920227920227925, 'support': 329}, 'micro avg': {'precision': 0.21483771251931993, 'recall': 0.2434325744308231, 'f1-score': 0.22824302134646962, 'support': 571}, 'macro avg': {'precision': 0.20618481047337628, 'recall': 0.23364691401441884, 'f1-score': 0.21905850394222492, 'support': 571}, 'weighted avg': {'precision': 0.2148009756852874, 'recall': 0.2434325744308231, 'f1-score': 0.22822226654752217, 'support': 571}}
Token level accuracy: 0.5659858331614057
Wrong BIO-Encoding 18/664 labels, 2.71%
{'C': {'precision': 0.14963503649635038, 'recall': 0.16942148760330578, 'f1-score': 0.15891472868217058, 'support': 242}, 'P': {'precision': 0.26273458445040215, 'recall': 0.2978723404255319, 'f1-score': 0.27920227920227925, 'support': 329}, 'micro avg': {'precision': 0.21483771251931993, 'recall': 0.2434325744308231, 'f1-score': 0.22824302134646962, 'support': 571}, 'macro avg': {'precision': 0.20618481047337628, 'recall': 0.23364691401441884, 'f1-score': 0.21905850394222492, 'support': 571}, 'weighted avg': {'precision': 0.2148009756852874, 'recall': 0.2434325744308231, 'f1-score': 0.22822226654752217, 'support': 571}}
Token level accuracy: 0.5659858331614057
Wrong BIO-Encoding 1/647 labels, 0.15%
Test-Data: Prec: 0.215, Rec: 0.243, F1: 0.2284

Scores from epoch with best dev-scores:
  Dev-Score: 0.6522
  Test-Score 0.2576

3.69 sec for evaluation

--------- Epoch 36 -----------
841.02 sec for training (31913.58 total)
-- cmv_modes1 --
{'C': {'precision': 0.5, 'recall': 0.6153846153846154, 'f1-score': 0.5517241379310345, 'support': 13}, 'P': {'precision': 1.0, 'recall': 0.5454545454545454, 'f1-score': 0.7058823529411764, 'support': 11}, 'micro avg': {'precision': 0.6363636363636364, 'recall': 0.5833333333333334, 'f1-score': 0.6086956521739131, 'support': 24}, 'macro avg': {'precision': 0.75, 'recall': 0.5804195804195804, 'f1-score': 0.6288032454361054, 'support': 24}, 'weighted avg': {'precision': 0.7291666666666666, 'recall': 0.5833333333333334, 'f1-score': 0.6223799864773495, 'support': 24}}
Token level accuracy: 0.8549295774647887
{'C': {'precision': 0.5, 'recall': 0.6153846153846154, 'f1-score': 0.5517241379310345, 'support': 13}, 'P': {'precision': 1.0, 'recall': 0.5454545454545454, 'f1-score': 0.7058823529411764, 'support': 11}, 'micro avg': {'precision': 0.6363636363636364, 'recall': 0.5833333333333334, 'f1-score': 0.6086956521739131, 'support': 24}, 'macro avg': {'precision': 0.75, 'recall': 0.5804195804195804, 'f1-score': 0.6288032454361054, 'support': 24}, 'weighted avg': {'precision': 0.7291666666666666, 'recall': 0.5833333333333334, 'f1-score': 0.6223799864773495, 'support': 24}}
Token level accuracy: 0.8549295774647887
Dev-Data: Prec: 0.636, Rec: 0.583, F1: 0.6087
{'C': {'precision': 0.19667590027700832, 'recall': 0.29338842975206614, 'f1-score': 0.23548922056384747, 'support': 242}, 'P': {'precision': 0.3014705882352941, 'recall': 0.24924012158054712, 'f1-score': 0.27287853577371046, 'support': 329}, 'micro avg': {'precision': 0.24170616113744076, 'recall': 0.2679509632224168, 'f1-score': 0.2541528239202658, 'support': 571}, 'macro avg': {'precision': 0.2490732442561512, 'recall': 0.2713142756663066, 'f1-score': 0.25418387816877897, 'support': 571}, 'weighted avg': {'precision': 0.2570567274894006, 'recall': 0.2679509632224168, 'f1-score': 0.2570322760875689, 'support': 571}}
Token level accuracy: 0.5091809366618527
Wrong BIO-Encoding 190/815 labels, 23.31%
{'C': {'precision': 0.19667590027700832, 'recall': 0.29338842975206614, 'f1-score': 0.23548922056384747, 'support': 242}, 'P': {'precision': 0.3014705882352941, 'recall': 0.24924012158054712, 'f1-score': 0.27287853577371046, 'support': 329}, 'micro avg': {'precision': 0.24170616113744076, 'recall': 0.2679509632224168, 'f1-score': 0.2541528239202658, 'support': 571}, 'macro avg': {'precision': 0.2490732442561512, 'recall': 0.2713142756663066, 'f1-score': 0.25418387816877897, 'support': 571}, 'weighted avg': {'precision': 0.2570567274894006, 'recall': 0.2679509632224168, 'f1-score': 0.2570322760875689, 'support': 571}}
Token level accuracy: 0.5091809366618527
Wrong BIO-Encoding 8/633 labels, 1.26%
Test-Data: Prec: 0.245, Rec: 0.268, F1: 0.2559

Scores from epoch with best dev-scores:
  Dev-Score: 0.6522
  Test-Score 0.2576

3.29 sec for evaluation

--------- Epoch 37 -----------
824.00 sec for training (32737.58 total)
-- cmv_modes1 --
{'C': {'precision': 0.46153846153846156, 'recall': 0.46153846153846156, 'f1-score': 0.46153846153846156, 'support': 13}, 'P': {'precision': 0.5555555555555556, 'recall': 0.45454545454545453, 'f1-score': 0.5, 'support': 11}, 'micro avg': {'precision': 0.5, 'recall': 0.4583333333333333, 'f1-score': 0.4782608695652174, 'support': 24}, 'macro avg': {'precision': 0.5085470085470085, 'recall': 0.458041958041958, 'f1-score': 0.4807692307692308, 'support': 24}, 'weighted avg': {'precision': 0.5046296296296297, 'recall': 0.4583333333333333, 'f1-score': 0.4791666666666667, 'support': 24}}
Token level accuracy: 0.9197183098591549
{'C': {'precision': 0.46153846153846156, 'recall': 0.46153846153846156, 'f1-score': 0.46153846153846156, 'support': 13}, 'P': {'precision': 0.5555555555555556, 'recall': 0.45454545454545453, 'f1-score': 0.5, 'support': 11}, 'micro avg': {'precision': 0.5, 'recall': 0.4583333333333333, 'f1-score': 0.4782608695652174, 'support': 24}, 'macro avg': {'precision': 0.5085470085470085, 'recall': 0.458041958041958, 'f1-score': 0.4807692307692308, 'support': 24}, 'weighted avg': {'precision': 0.5046296296296297, 'recall': 0.4583333333333333, 'f1-score': 0.4791666666666667, 'support': 24}}
Token level accuracy: 0.9197183098591549
Dev-Data: Prec: 0.500, Rec: 0.458, F1: 0.4783
{'C': {'precision': 0.1404109589041096, 'recall': 0.16942148760330578, 'f1-score': 0.15355805243445694, 'support': 242}, 'P': {'precision': 0.2774390243902439, 'recall': 0.2765957446808511, 'f1-score': 0.27701674277016747, 'support': 329}, 'micro avg': {'precision': 0.2129032258064516, 'recall': 0.23117338003502627, 'f1-score': 0.22166246851385388, 'support': 571}, 'macro avg': {'precision': 0.20892499164717676, 'recall': 0.22300861614207843, 'f1-score': 0.2152873976023122, 'support': 571}, 'weighted avg': {'precision': 0.21936408245041114, 'recall': 0.23117338003502627, 'f1-score': 0.22469274441422712, 'support': 571}}
Token level accuracy: 0.5926690048827453
Wrong BIO-Encoding 13/632 labels, 2.06%
{'C': {'precision': 0.1404109589041096, 'recall': 0.16942148760330578, 'f1-score': 0.15355805243445694, 'support': 242}, 'P': {'precision': 0.2774390243902439, 'recall': 0.2765957446808511, 'f1-score': 0.27701674277016747, 'support': 329}, 'micro avg': {'precision': 0.2129032258064516, 'recall': 0.23117338003502627, 'f1-score': 0.22166246851385388, 'support': 571}, 'macro avg': {'precision': 0.20892499164717676, 'recall': 0.22300861614207843, 'f1-score': 0.2152873976023122, 'support': 571}, 'weighted avg': {'precision': 0.21936408245041114, 'recall': 0.23117338003502627, 'f1-score': 0.22469274441422712, 'support': 571}}
Token level accuracy: 0.5926690048827453
Wrong BIO-Encoding 1/620 labels, 0.16%
Test-Data: Prec: 0.213, Rec: 0.231, F1: 0.2218

Scores from epoch with best dev-scores:
  Dev-Score: 0.6522
  Test-Score 0.2576

3.08 sec for evaluation

--------- Epoch 38 -----------
845.91 sec for training (33583.50 total)
-- cmv_modes1 --
{'C': {'precision': 0.6153846153846154, 'recall': 0.6153846153846154, 'f1-score': 0.6153846153846154, 'support': 13}, 'P': {'precision': 0.6666666666666666, 'recall': 0.7272727272727273, 'f1-score': 0.6956521739130435, 'support': 11}, 'micro avg': {'precision': 0.64, 'recall': 0.6666666666666666, 'f1-score': 0.6530612244897959, 'support': 24}, 'macro avg': {'precision': 0.641025641025641, 'recall': 0.6713286713286714, 'f1-score': 0.6555183946488294, 'support': 24}, 'weighted avg': {'precision': 0.6388888888888888, 'recall': 0.6666666666666666, 'f1-score': 0.6521739130434783, 'support': 24}}
Token level accuracy: 0.9
{'C': {'precision': 0.6153846153846154, 'recall': 0.6153846153846154, 'f1-score': 0.6153846153846154, 'support': 13}, 'P': {'precision': 0.6666666666666666, 'recall': 0.7272727272727273, 'f1-score': 0.6956521739130435, 'support': 11}, 'micro avg': {'precision': 0.64, 'recall': 0.6666666666666666, 'f1-score': 0.6530612244897959, 'support': 24}, 'macro avg': {'precision': 0.641025641025641, 'recall': 0.6713286713286714, 'f1-score': 0.6555183946488294, 'support': 24}, 'weighted avg': {'precision': 0.6388888888888888, 'recall': 0.6666666666666666, 'f1-score': 0.6521739130434783, 'support': 24}}
Token level accuracy: 0.9
Dev-Data: Prec: 0.640, Rec: 0.667, F1: 0.6531
{'C': {'precision': 0.2544642857142857, 'recall': 0.23553719008264462, 'f1-score': 0.2446351931330472, 'support': 242}, 'P': {'precision': 0.29797979797979796, 'recall': 0.3586626139817629, 'f1-score': 0.3255172413793104, 'support': 329}, 'micro avg': {'precision': 0.28225806451612906, 'recall': 0.3064798598949212, 'f1-score': 0.2938706968933669, 'support': 571}, 'macro avg': {'precision': 0.2762220418470418, 'recall': 0.29709990203220377, 'f1-score': 0.2850762172561788, 'support': 571}, 'weighted avg': {'precision': 0.27953714654677875, 'recall': 0.3064798598949212, 'f1-score': 0.2912379845043617, 'support': 571}}
Token level accuracy: 0.58056529812255
Wrong BIO-Encoding 17/636 labels, 2.67%
{'C': {'precision': 0.2544642857142857, 'recall': 0.23553719008264462, 'f1-score': 0.2446351931330472, 'support': 242}, 'P': {'precision': 0.29797979797979796, 'recall': 0.3586626139817629, 'f1-score': 0.3255172413793104, 'support': 329}, 'micro avg': {'precision': 0.28225806451612906, 'recall': 0.3064798598949212, 'f1-score': 0.2938706968933669, 'support': 571}, 'macro avg': {'precision': 0.2762220418470418, 'recall': 0.29709990203220377, 'f1-score': 0.2850762172561788, 'support': 571}, 'weighted avg': {'precision': 0.27953714654677875, 'recall': 0.3064798598949212, 'f1-score': 0.2912379845043617, 'support': 571}}
Token level accuracy: 0.58056529812255
Wrong BIO-Encoding 1/620 labels, 0.16%
Test-Data: Prec: 0.283, Rec: 0.306, F1: 0.2941

Scores from epoch with best dev-scores:
  Dev-Score: 0.6531
  Test-Score 0.2941

3.96 sec for evaluation

--------- Epoch 39 -----------
826.99 sec for training (34410.49 total)
-- cmv_modes1 --
{'C': {'precision': 0.47058823529411764, 'recall': 0.6153846153846154, 'f1-score': 0.5333333333333333, 'support': 13}, 'P': {'precision': 0.6666666666666666, 'recall': 0.36363636363636365, 'f1-score': 0.4705882352941177, 'support': 11}, 'micro avg': {'precision': 0.5217391304347826, 'recall': 0.5, 'f1-score': 0.5106382978723404, 'support': 24}, 'macro avg': {'precision': 0.5686274509803921, 'recall': 0.48951048951048953, 'f1-score': 0.5019607843137255, 'support': 24}, 'weighted avg': {'precision': 0.5604575163398692, 'recall': 0.5, 'f1-score': 0.5045751633986928, 'support': 24}}
Token level accuracy: 0.7591549295774648
{'C': {'precision': 0.47058823529411764, 'recall': 0.6153846153846154, 'f1-score': 0.5333333333333333, 'support': 13}, 'P': {'precision': 0.6666666666666666, 'recall': 0.36363636363636365, 'f1-score': 0.4705882352941177, 'support': 11}, 'micro avg': {'precision': 0.5217391304347826, 'recall': 0.5, 'f1-score': 0.5106382978723404, 'support': 24}, 'macro avg': {'precision': 0.5686274509803921, 'recall': 0.48951048951048953, 'f1-score': 0.5019607843137255, 'support': 24}, 'weighted avg': {'precision': 0.5604575163398692, 'recall': 0.5, 'f1-score': 0.5045751633986928, 'support': 24}}
Token level accuracy: 0.7591549295774648
Dev-Data: Prec: 0.522, Rec: 0.500, F1: 0.5106
{'C': {'precision': 0.1758957654723127, 'recall': 0.2231404958677686, 'f1-score': 0.19672131147540983, 'support': 242}, 'P': {'precision': 0.2643312101910828, 'recall': 0.25227963525835867, 'f1-score': 0.2581648522550544, 'support': 329}, 'micro avg': {'precision': 0.22061191626409019, 'recall': 0.23992994746059546, 'f1-score': 0.22986577181208054, 'support': 571}, 'macro avg': {'precision': 0.22011348783169776, 'recall': 0.23771006556306362, 'f1-score': 0.22744308186523213, 'support': 571}, 'weighted avg': {'precision': 0.22685068896176167, 'recall': 0.23992994746059546, 'f1-score': 0.2321239820822453, 'support': 571}}
Token level accuracy: 0.5699057836462417
Wrong BIO-Encoding 34/653 labels, 5.21%
{'C': {'precision': 0.1758957654723127, 'recall': 0.2231404958677686, 'f1-score': 0.19672131147540983, 'support': 242}, 'P': {'precision': 0.2643312101910828, 'recall': 0.25227963525835867, 'f1-score': 0.2581648522550544, 'support': 329}, 'micro avg': {'precision': 0.22061191626409019, 'recall': 0.23992994746059546, 'f1-score': 0.22986577181208054, 'support': 571}, 'macro avg': {'precision': 0.22011348783169776, 'recall': 0.23771006556306362, 'f1-score': 0.22744308186523213, 'support': 571}, 'weighted avg': {'precision': 0.22685068896176167, 'recall': 0.23992994746059546, 'f1-score': 0.2321239820822453, 'support': 571}}
Token level accuracy: 0.5699057836462417
Wrong BIO-Encoding 2/621 labels, 0.32%
Test-Data: Prec: 0.221, Rec: 0.240, F1: 0.2303

Scores from epoch with best dev-scores:
  Dev-Score: 0.6531
  Test-Score 0.2941

3.09 sec for evaluation

--------- Epoch 40 -----------
876.57 sec for training (35287.06 total)
-- cmv_modes1 --
{'C': {'precision': 0.5, 'recall': 0.5384615384615384, 'f1-score': 0.5185185185185186, 'support': 13}, 'P': {'precision': 0.6363636363636364, 'recall': 0.6363636363636364, 'f1-score': 0.6363636363636364, 'support': 11}, 'micro avg': {'precision': 0.56, 'recall': 0.5833333333333334, 'f1-score': 0.5714285714285714, 'support': 24}, 'macro avg': {'precision': 0.5681818181818181, 'recall': 0.5874125874125874, 'f1-score': 0.5774410774410774, 'support': 24}, 'weighted avg': {'precision': 0.5625, 'recall': 0.5833333333333334, 'f1-score': 0.572530864197531, 'support': 24}}
Token level accuracy: 0.9140845070422535
{'C': {'precision': 0.5, 'recall': 0.5384615384615384, 'f1-score': 0.5185185185185186, 'support': 13}, 'P': {'precision': 0.6363636363636364, 'recall': 0.6363636363636364, 'f1-score': 0.6363636363636364, 'support': 11}, 'micro avg': {'precision': 0.56, 'recall': 0.5833333333333334, 'f1-score': 0.5714285714285714, 'support': 24}, 'macro avg': {'precision': 0.5681818181818181, 'recall': 0.5874125874125874, 'f1-score': 0.5774410774410774, 'support': 24}, 'weighted avg': {'precision': 0.5625, 'recall': 0.5833333333333334, 'f1-score': 0.572530864197531, 'support': 24}}
Token level accuracy: 0.9140845070422535
Dev-Data: Prec: 0.560, Rec: 0.583, F1: 0.5714
{'C': {'precision': 0.16891891891891891, 'recall': 0.2066115702479339, 'f1-score': 0.18587360594795538, 'support': 242}, 'P': {'precision': 0.27946127946127947, 'recall': 0.25227963525835867, 'f1-score': 0.26517571884984026, 'support': 329}, 'micro avg': {'precision': 0.224283305227656, 'recall': 0.2329246935201401, 'f1-score': 0.22852233676975944, 'support': 571}, 'macro avg': {'precision': 0.2241900991900992, 'recall': 0.2294456027531463, 'f1-score': 0.22552466239889782, 'support': 571}, 'weighted avg': {'precision': 0.2326114524012948, 'recall': 0.2329246935201401, 'f1-score': 0.23156606679685227, 'support': 571}}
Token level accuracy: 0.5749948421704147
Wrong BIO-Encoding 10/602 labels, 1.66%
{'C': {'precision': 0.16891891891891891, 'recall': 0.2066115702479339, 'f1-score': 0.18587360594795538, 'support': 242}, 'P': {'precision': 0.27946127946127947, 'recall': 0.25227963525835867, 'f1-score': 0.26517571884984026, 'support': 329}, 'micro avg': {'precision': 0.224283305227656, 'recall': 0.2329246935201401, 'f1-score': 0.22852233676975944, 'support': 571}, 'macro avg': {'precision': 0.2241900991900992, 'recall': 0.2294456027531463, 'f1-score': 0.22552466239889782, 'support': 571}, 'weighted avg': {'precision': 0.2326114524012948, 'recall': 0.2329246935201401, 'f1-score': 0.23156606679685227, 'support': 571}}
Token level accuracy: 0.5749948421704147
Wrong BIO-Encoding 1/593 labels, 0.17%
Test-Data: Prec: 0.225, Rec: 0.233, F1: 0.2287

Scores from epoch with best dev-scores:
  Dev-Score: 0.6531
  Test-Score 0.2941

3.51 sec for evaluation
---------RUN 4 ------------
Read 402 sentences from: essays dataset
Read 194 sentences from: hotel dataset
Read 1927 sentences from: news dataset
Read 507 sentences from: var dataset
Read 340 sentences from: web dataset
Read 118 sentences from: wiki dataset
Generate new embeddings files for a dataset
Read file: komninos_english_embeddings.gz
Added words: 30
:: Transform cmv_modes1 dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.85%
:: Create Dev Matrix ::
Unknown-Tokens: 1.99%
:: Create Test Matrix ::
Unknown-Tokens: 0.57%
:: Transform essays dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.28%
:: Create Dev Matrix ::
Unknown-Tokens: 1.03%
:: Create Test Matrix ::
Unknown-Tokens: 0.27%
:: Transform var dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 1.20%
:: Create Dev Matrix ::
Unknown-Tokens: 1.36%
:: Create Test Matrix ::
Unknown-Tokens: 1.27%
:: Transform web dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.61%
:: Create Dev Matrix ::
Unknown-Tokens: 0.00%
:: Create Test Matrix ::
Unknown-Tokens: 0.81%
:: Transform wiki dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 1.08%
:: Create Dev Matrix ::
Unknown-Tokens: 0.27%
:: Create Test Matrix ::
Unknown-Tokens: 1.01%
:: Transform news dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 1.35%
:: Create Dev Matrix ::
Unknown-Tokens: 3.51%
:: Create Test Matrix ::
Unknown-Tokens: 1.22%
:: Transform hotel dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.78%
:: Create Dev Matrix ::
Unknown-Tokens: 0.00%
:: Create Test Matrix ::
Unknown-Tokens: 0.76%
DONE - Embeddings file saved: pkl/cmv_modes1_essays_hotel_news_var_web_wiki_komninos_english_embeddings.pkl
--- cmv_modes1 ---
345 train sentences
3 dev sentences
111 test sentences
--- essays ---
321 train sentences
1 dev sentences
81 test sentences
--- var ---
405 train sentences
1 dev sentences
102 test sentences
--- web ---
272 train sentences
1 dev sentences
68 test sentences
--- wiki ---
94 train sentences
1 dev sentences
24 test sentences
--- news ---
1541 train sentences
1 dev sentences
386 test sentences
--- hotel ---
155 train sentences
1 dev sentences
39 test sentences
LSTM-Size: [100]
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66700800       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
cmv_modes1_hidden_lin_layer (TimeDistrib (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
cmv_modes1_crf (ChainCRF)                (None, None, 25)           675            cmv_modes1_hidden_lin_layer[0][0]         
=============================================================================================================================
Total params: 67,035,380
Trainable params: 334,580
Non-trainable params: 66,700,800
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66700800       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
essays_hidden_lin_layer (TimeDistributed (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
essays_crf (ChainCRF)                    (None, None, 25)           675            essays_hidden_lin_layer[0][0]             
=============================================================================================================================
Total params: 67,035,380
Trainable params: 334,580
Non-trainable params: 66,700,800
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66700800       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
var_hidden_lin_layer (TimeDistributed)   (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
var_crf (ChainCRF)                       (None, None, 25)           675            var_hidden_lin_layer[0][0]                
=============================================================================================================================
Total params: 67,035,380
Trainable params: 334,580
Non-trainable params: 66,700,800
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66700800       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
web_hidden_lin_layer (TimeDistributed)   (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
web_crf (ChainCRF)                       (None, None, 25)           675            web_hidden_lin_layer[0][0]                
=============================================================================================================================
Total params: 67,035,380
Trainable params: 334,580
Non-trainable params: 66,700,800
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66700800       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
wiki_hidden_lin_layer (TimeDistributed)  (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
wiki_crf (ChainCRF)                      (None, None, 25)           675            wiki_hidden_lin_layer[0][0]               
=============================================================================================================================
Total params: 67,035,380
Trainable params: 334,580
Non-trainable params: 66,700,800
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66700800       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
news_hidden_lin_layer (TimeDistributed)  (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
news_crf (ChainCRF)                      (None, None, 25)           675            news_hidden_lin_layer[0][0]               
=============================================================================================================================
Total params: 67,035,380
Trainable params: 334,580
Non-trainable params: 66,700,800
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66700800       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
hotel_hidden_lin_layer (TimeDistributed) (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
hotel_crf (ChainCRF)                     (None, None, 25)           675            hotel_hidden_lin_layer[0][0]              
=============================================================================================================================
Total params: 67,035,380
Trainable params: 334,580
Non-trainable params: 66,700,800
_____________________________________________________________________________________________________________________________

--------- Epoch 1 -----------
866.68 sec for training (866.68 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 31}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 47}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 47}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 47}}
Token level accuracy: 0.3321250566379701
Wrong BIO-Encoding 2198/2198 labels, 100.00%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 31}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 47}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 47}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 47}}
Token level accuracy: 0.3321250566379701
Wrong BIO-Encoding 27/27 labels, 100.00%
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.0029069767441860465, 'recall': 0.0024330900243309003, 'f1-score': 0.0026490066225165563, 'support': 411}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 464}, 'micro avg': {'precision': 0.0012547051442910915, 'recall': 0.001142857142857143, 'f1-score': 0.0011961722488038277, 'support': 875}, 'macro avg': {'precision': 0.0014534883720930232, 'recall': 0.0012165450121654502, 'f1-score': 0.0013245033112582781, 'support': 875}, 'weighted avg': {'precision': 0.0013654485049833887, 'recall': 0.001142857142857143, 'f1-score': 0.0012442762535477768, 'support': 875}}
Token level accuracy: 0.4494083694083694
Wrong BIO-Encoding 16915/16938 labels, 99.86%
{'C': {'precision': 0.0029069767441860465, 'recall': 0.0024330900243309003, 'f1-score': 0.0026490066225165563, 'support': 411}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 464}, 'micro avg': {'precision': 0.0012547051442910915, 'recall': 0.001142857142857143, 'f1-score': 0.0011961722488038277, 'support': 875}, 'macro avg': {'precision': 0.0014534883720930232, 'recall': 0.0012165450121654502, 'f1-score': 0.0013245033112582781, 'support': 875}, 'weighted avg': {'precision': 0.0013654485049833887, 'recall': 0.001142857142857143, 'f1-score': 0.0012442762535477768, 'support': 875}}
Token level accuracy: 0.4494083694083694
Wrong BIO-Encoding 774/797 labels, 97.11%
Test-Data: Prec: 0.001, Rec: 0.001, F1: 0.0012

Scores from epoch with best dev-scores:
  Dev-Score: 0.0000
  Test-Score 0.0000

5.56 sec for evaluation

--------- Epoch 2 -----------
810.20 sec for training (1676.88 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.05, 'recall': 0.0967741935483871, 'f1-score': 0.06593406593406594, 'support': 31}, 'micro avg': {'precision': 0.028846153846153848, 'recall': 0.06382978723404255, 'f1-score': 0.039735099337748346, 'support': 47}, 'macro avg': {'precision': 0.025, 'recall': 0.04838709677419355, 'f1-score': 0.03296703296703297, 'support': 47}, 'weighted avg': {'precision': 0.03297872340425532, 'recall': 0.06382978723404255, 'f1-score': 0.04348842646714987, 'support': 47}}
Token level accuracy: 0.3923878568192116
Wrong BIO-Encoding 976/1025 labels, 95.22%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.05, 'recall': 0.0967741935483871, 'f1-score': 0.06593406593406594, 'support': 31}, 'micro avg': {'precision': 0.028846153846153848, 'recall': 0.06382978723404255, 'f1-score': 0.039735099337748346, 'support': 47}, 'macro avg': {'precision': 0.025, 'recall': 0.04838709677419355, 'f1-score': 0.03296703296703297, 'support': 47}, 'weighted avg': {'precision': 0.03297872340425532, 'recall': 0.06382978723404255, 'f1-score': 0.04348842646714987, 'support': 47}}
Token level accuracy: 0.3923878568192116
Wrong BIO-Encoding 55/104 labels, 52.88%
Dev-Data: Prec: 0.061, Rec: 0.064, F1: 0.0625
{'C': {'precision': 0.07678244972577697, 'recall': 0.10218978102189781, 'f1-score': 0.08768267223382048, 'support': 411}, 'P': {'precision': 0.07520891364902507, 'recall': 0.05818965517241379, 'f1-score': 0.06561360874848117, 'support': 464}, 'micro avg': {'precision': 0.076158940397351, 'recall': 0.07885714285714286, 'f1-score': 0.07748455923638406, 'support': 875}, 'macro avg': {'precision': 0.07599568168740102, 'recall': 0.0801897180971558, 'f1-score': 0.07664814049115082, 'support': 875}, 'weighted avg': {'precision': 0.07594802602336224, 'recall': 0.07885714285714286, 'f1-score': 0.07597976313988054, 'support': 875}}
Token level accuracy: 0.5193650793650794
Wrong BIO-Encoding 6132/6630 labels, 92.49%
{'C': {'precision': 0.07678244972577697, 'recall': 0.10218978102189781, 'f1-score': 0.08768267223382048, 'support': 411}, 'P': {'precision': 0.07520891364902507, 'recall': 0.05818965517241379, 'f1-score': 0.06561360874848117, 'support': 464}, 'micro avg': {'precision': 0.076158940397351, 'recall': 0.07885714285714286, 'f1-score': 0.07748455923638406, 'support': 875}, 'macro avg': {'precision': 0.07599568168740102, 'recall': 0.0801897180971558, 'f1-score': 0.07664814049115082, 'support': 875}, 'weighted avg': {'precision': 0.07594802602336224, 'recall': 0.07885714285714286, 'f1-score': 0.07597976313988054, 'support': 875}}
Token level accuracy: 0.5193650793650794
Wrong BIO-Encoding 408/906 labels, 45.03%
Test-Data: Prec: 0.127, Rec: 0.072, F1: 0.0918

Scores from epoch with best dev-scores:
  Dev-Score: 0.0625
  Test-Score 0.0918

6.72 sec for evaluation

--------- Epoch 3 -----------
816.20 sec for training (2493.09 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.10869565217391304, 'recall': 0.16129032258064516, 'f1-score': 0.12987012987012986, 'support': 31}, 'micro avg': {'precision': 0.056818181818181816, 'recall': 0.10638297872340426, 'f1-score': 0.07407407407407407, 'support': 47}, 'macro avg': {'precision': 0.05434782608695652, 'recall': 0.08064516129032258, 'f1-score': 0.06493506493506493, 'support': 47}, 'weighted avg': {'precision': 0.07169287696577244, 'recall': 0.10638297872340426, 'f1-score': 0.08565902182923459, 'support': 47}}
Token level accuracy: 0.4449478930675125
Wrong BIO-Encoding 925/967 labels, 95.66%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.10869565217391304, 'recall': 0.16129032258064516, 'f1-score': 0.12987012987012986, 'support': 31}, 'micro avg': {'precision': 0.056818181818181816, 'recall': 0.10638297872340426, 'f1-score': 0.07407407407407407, 'support': 47}, 'macro avg': {'precision': 0.05434782608695652, 'recall': 0.08064516129032258, 'f1-score': 0.06493506493506493, 'support': 47}, 'weighted avg': {'precision': 0.07169287696577244, 'recall': 0.10638297872340426, 'f1-score': 0.08565902182923459, 'support': 47}}
Token level accuracy: 0.4449478930675125
Wrong BIO-Encoding 46/88 labels, 52.27%
Dev-Data: Prec: 0.119, Rec: 0.106, F1: 0.1124
{'C': {'precision': 0.0645879732739421, 'recall': 0.0705596107055961, 'f1-score': 0.06744186046511629, 'support': 411}, 'P': {'precision': 0.08226221079691516, 'recall': 0.06896551724137931, 'f1-score': 0.07502930832356387, 'support': 464}, 'micro avg': {'precision': 0.07279236276849642, 'recall': 0.06971428571428571, 'f1-score': 0.07122008172796264, 'support': 875}, 'macro avg': {'precision': 0.07342509203542863, 'recall': 0.0697625639734877, 'f1-score': 0.07123558439434008, 'support': 875}, 'weighted avg': {'precision': 0.07396036894326724, 'recall': 0.06971428571428571, 'f1-score': 0.07146537567233878, 'support': 875}}
Token level accuracy: 0.5184992784992785
Wrong BIO-Encoding 4659/5189 labels, 89.79%
{'C': {'precision': 0.0645879732739421, 'recall': 0.0705596107055961, 'f1-score': 0.06744186046511629, 'support': 411}, 'P': {'precision': 0.08226221079691516, 'recall': 0.06896551724137931, 'f1-score': 0.07502930832356387, 'support': 464}, 'micro avg': {'precision': 0.07279236276849642, 'recall': 0.06971428571428571, 'f1-score': 0.07122008172796264, 'support': 875}, 'macro avg': {'precision': 0.07342509203542863, 'recall': 0.0697625639734877, 'f1-score': 0.07123558439434008, 'support': 875}, 'weighted avg': {'precision': 0.07396036894326724, 'recall': 0.06971428571428571, 'f1-score': 0.07146537567233878, 'support': 875}}
Token level accuracy: 0.5184992784992785
Wrong BIO-Encoding 308/838 labels, 36.75%
Test-Data: Prec: 0.106, Rec: 0.064, F1: 0.0797

Scores from epoch with best dev-scores:
  Dev-Score: 0.1124
  Test-Score 0.0797

5.06 sec for evaluation

--------- Epoch 4 -----------
815.39 sec for training (3308.48 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.1896551724137931, 'recall': 0.3548387096774194, 'f1-score': 0.24719101123595505, 'support': 31}, 'micro avg': {'precision': 0.18032786885245902, 'recall': 0.23404255319148937, 'f1-score': 0.20370370370370372, 'support': 47}, 'macro avg': {'precision': 0.09482758620689655, 'recall': 0.1774193548387097, 'f1-score': 0.12359550561797752, 'support': 47}, 'weighted avg': {'precision': 0.12509170946441672, 'recall': 0.23404255319148937, 'f1-score': 0.1630408797513746, 'support': 47}}
Token level accuracy: 0.5160851835070231
Wrong BIO-Encoding 484/523 labels, 92.54%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.1896551724137931, 'recall': 0.3548387096774194, 'f1-score': 0.24719101123595505, 'support': 31}, 'micro avg': {'precision': 0.18032786885245902, 'recall': 0.23404255319148937, 'f1-score': 0.20370370370370372, 'support': 47}, 'macro avg': {'precision': 0.09482758620689655, 'recall': 0.1774193548387097, 'f1-score': 0.12359550561797752, 'support': 47}, 'weighted avg': {'precision': 0.12509170946441672, 'recall': 0.23404255319148937, 'f1-score': 0.1630408797513746, 'support': 47}}
Token level accuracy: 0.5160851835070231
Wrong BIO-Encoding 22/61 labels, 36.07%
Dev-Data: Prec: 0.282, Rec: 0.234, F1: 0.2558
{'C': {'precision': 0.1165644171779141, 'recall': 0.046228710462287104, 'f1-score': 0.06620209059233449, 'support': 411}, 'P': {'precision': 0.1111111111111111, 'recall': 0.1271551724137931, 'f1-score': 0.11859296482412059, 'support': 464}, 'micro avg': {'precision': 0.11239193083573487, 'recall': 0.08914285714285715, 'f1-score': 0.09942638623326959, 'support': 875}, 'macro avg': {'precision': 0.1138377641445126, 'recall': 0.0866919414380401, 'f1-score': 0.09239752770822754, 'support': 875}, 'weighted avg': {'precision': 0.11367260687506087, 'recall': 0.08914285714285715, 'f1-score': 0.09398422275639019, 'support': 875}}
Token level accuracy: 0.5474747474747474
Wrong BIO-Encoding 2043/2607 labels, 78.37%
{'C': {'precision': 0.1165644171779141, 'recall': 0.046228710462287104, 'f1-score': 0.06620209059233449, 'support': 411}, 'P': {'precision': 0.1111111111111111, 'recall': 0.1271551724137931, 'f1-score': 0.11859296482412059, 'support': 464}, 'micro avg': {'precision': 0.11239193083573487, 'recall': 0.08914285714285715, 'f1-score': 0.09942638623326959, 'support': 875}, 'macro avg': {'precision': 0.1138377641445126, 'recall': 0.0866919414380401, 'f1-score': 0.09239752770822754, 'support': 875}, 'weighted avg': {'precision': 0.11367260687506087, 'recall': 0.08914285714285715, 'f1-score': 0.09398422275639019, 'support': 875}}
Token level accuracy: 0.5474747474747474
Wrong BIO-Encoding 130/694 labels, 18.73%
Test-Data: Prec: 0.138, Rec: 0.089, F1: 0.1084

Scores from epoch with best dev-scores:
  Dev-Score: 0.2558
  Test-Score 0.1084

5.53 sec for evaluation

--------- Epoch 5 -----------
809.93 sec for training (4118.41 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.3404255319148936, 'recall': 0.5161290322580645, 'f1-score': 0.41025641025641024, 'support': 31}, 'micro avg': {'precision': 0.21621621621621623, 'recall': 0.3404255319148936, 'f1-score': 0.2644628099173553, 'support': 47}, 'macro avg': {'precision': 0.1702127659574468, 'recall': 0.25806451612903225, 'f1-score': 0.20512820512820512, 'support': 47}, 'weighted avg': {'precision': 0.22453598913535536, 'recall': 0.3404255319148936, 'f1-score': 0.270594653573377, 'support': 47}}
Token level accuracy: 0.4689623923878568
Wrong BIO-Encoding 156/222 labels, 70.27%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.3404255319148936, 'recall': 0.5161290322580645, 'f1-score': 0.41025641025641024, 'support': 31}, 'micro avg': {'precision': 0.21621621621621623, 'recall': 0.3404255319148936, 'f1-score': 0.2644628099173553, 'support': 47}, 'macro avg': {'precision': 0.1702127659574468, 'recall': 0.25806451612903225, 'f1-score': 0.20512820512820512, 'support': 47}, 'weighted avg': {'precision': 0.22453598913535536, 'recall': 0.3404255319148936, 'f1-score': 0.270594653573377, 'support': 47}}
Token level accuracy: 0.4689623923878568
Wrong BIO-Encoding 8/74 labels, 10.81%
Dev-Data: Prec: 0.242, Rec: 0.340, F1: 0.2832
{'C': {'precision': 0.13283208020050125, 'recall': 0.12895377128953772, 'f1-score': 0.1308641975308642, 'support': 411}, 'P': {'precision': 0.12394366197183099, 'recall': 0.09482758620689655, 'f1-score': 0.10744810744810744, 'support': 464}, 'micro avg': {'precision': 0.1286472148541114, 'recall': 0.11085714285714286, 'f1-score': 0.1190914671577655, 'support': 875}, 'macro avg': {'precision': 0.12838787108616612, 'recall': 0.11189067874821713, 'f1-score': 0.11915615248948583, 'support': 875}, 'weighted avg': {'precision': 0.1281186789912407, 'recall': 0.11085714285714286, 'f1-score': 0.1184469794755509, 'support': 875}}
Token level accuracy: 0.5490909090909091
Wrong BIO-Encoding 1550/2225 labels, 69.66%
{'C': {'precision': 0.13283208020050125, 'recall': 0.12895377128953772, 'f1-score': 0.1308641975308642, 'support': 411}, 'P': {'precision': 0.12394366197183099, 'recall': 0.09482758620689655, 'f1-score': 0.10744810744810744, 'support': 464}, 'micro avg': {'precision': 0.1286472148541114, 'recall': 0.11085714285714286, 'f1-score': 0.1190914671577655, 'support': 875}, 'macro avg': {'precision': 0.12838787108616612, 'recall': 0.11189067874821713, 'f1-score': 0.11915615248948583, 'support': 875}, 'weighted avg': {'precision': 0.1281186789912407, 'recall': 0.11085714285714286, 'f1-score': 0.1184469794755509, 'support': 875}}
Token level accuracy: 0.5490909090909091
Wrong BIO-Encoding 79/754 labels, 10.48%
Test-Data: Prec: 0.144, Rec: 0.111, F1: 0.1252

Scores from epoch with best dev-scores:
  Dev-Score: 0.2832
  Test-Score 0.1252

5.81 sec for evaluation

--------- Epoch 6 -----------
821.53 sec for training (4939.95 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.2857142857142857, 'recall': 0.3225806451612903, 'f1-score': 0.303030303030303, 'support': 31}, 'micro avg': {'precision': 0.14285714285714285, 'recall': 0.2127659574468085, 'f1-score': 0.17094017094017092, 'support': 47}, 'macro avg': {'precision': 0.14285714285714285, 'recall': 0.16129032258064516, 'f1-score': 0.1515151515151515, 'support': 47}, 'weighted avg': {'precision': 0.18844984802431608, 'recall': 0.2127659574468085, 'f1-score': 0.1998710509348807, 'support': 47}}
Token level accuracy: 0.4743996375169914
Wrong BIO-Encoding 270/327 labels, 82.57%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.2857142857142857, 'recall': 0.3225806451612903, 'f1-score': 0.303030303030303, 'support': 31}, 'micro avg': {'precision': 0.14285714285714285, 'recall': 0.2127659574468085, 'f1-score': 0.17094017094017092, 'support': 47}, 'macro avg': {'precision': 0.14285714285714285, 'recall': 0.16129032258064516, 'f1-score': 0.1515151515151515, 'support': 47}, 'weighted avg': {'precision': 0.18844984802431608, 'recall': 0.2127659574468085, 'f1-score': 0.1998710509348807, 'support': 47}}
Token level accuracy: 0.4743996375169914
Wrong BIO-Encoding 13/70 labels, 18.57%
Dev-Data: Prec: 0.175, Rec: 0.213, F1: 0.1923
{'C': {'precision': 0.13526570048309178, 'recall': 0.1362530413625304, 'f1-score': 0.13575757575757574, 'support': 411}, 'P': {'precision': 0.1596958174904943, 'recall': 0.09051724137931035, 'f1-score': 0.1155433287482806, 'support': 464}, 'micro avg': {'precision': 0.1447562776957164, 'recall': 0.112, 'f1-score': 0.1262886597938144, 'support': 875}, 'macro avg': {'precision': 0.14748075898679303, 'recall': 0.11338514137092037, 'f1-score': 0.12565045225292817, 'support': 875}, 'weighted avg': {'precision': 0.14822064253044578, 'recall': 0.112, 'f1-score': 0.1250382493435038, 'support': 875}}
Token level accuracy: 0.5488023088023088
Wrong BIO-Encoding 914/1540 labels, 59.35%
{'C': {'precision': 0.13526570048309178, 'recall': 0.1362530413625304, 'f1-score': 0.13575757575757574, 'support': 411}, 'P': {'precision': 0.1596958174904943, 'recall': 0.09051724137931035, 'f1-score': 0.1155433287482806, 'support': 464}, 'micro avg': {'precision': 0.1447562776957164, 'recall': 0.112, 'f1-score': 0.1262886597938144, 'support': 875}, 'macro avg': {'precision': 0.14748075898679303, 'recall': 0.11338514137092037, 'f1-score': 0.12565045225292817, 'support': 875}, 'weighted avg': {'precision': 0.14822064253044578, 'recall': 0.112, 'f1-score': 0.1250382493435038, 'support': 875}}
Token level accuracy: 0.5488023088023088
Wrong BIO-Encoding 51/677 labels, 7.53%
Test-Data: Prec: 0.157, Rec: 0.112, F1: 0.1306

Scores from epoch with best dev-scores:
  Dev-Score: 0.2832
  Test-Score 0.1252

4.83 sec for evaluation

--------- Epoch 7 -----------
840.65 sec for training (5780.59 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.2830188679245283, 'recall': 0.4838709677419355, 'f1-score': 0.3571428571428572, 'support': 31}, 'micro avg': {'precision': 0.2777777777777778, 'recall': 0.3191489361702128, 'f1-score': 0.297029702970297, 'support': 47}, 'macro avg': {'precision': 0.14150943396226415, 'recall': 0.24193548387096775, 'f1-score': 0.1785714285714286, 'support': 47}, 'weighted avg': {'precision': 0.18667201926936972, 'recall': 0.3191489361702128, 'f1-score': 0.23556231003039516, 'support': 47}}
Token level accuracy: 0.5695514272768464
Wrong BIO-Encoding 219/263 labels, 83.27%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.2830188679245283, 'recall': 0.4838709677419355, 'f1-score': 0.3571428571428572, 'support': 31}, 'micro avg': {'precision': 0.2777777777777778, 'recall': 0.3191489361702128, 'f1-score': 0.297029702970297, 'support': 47}, 'macro avg': {'precision': 0.14150943396226415, 'recall': 0.24193548387096775, 'f1-score': 0.1785714285714286, 'support': 47}, 'weighted avg': {'precision': 0.18667201926936972, 'recall': 0.3191489361702128, 'f1-score': 0.23556231003039516, 'support': 47}}
Token level accuracy: 0.5695514272768464
Wrong BIO-Encoding 10/54 labels, 18.52%
Dev-Data: Prec: 0.341, Rec: 0.319, F1: 0.3297
{'C': {'precision': 0.32558139534883723, 'recall': 0.0681265206812652, 'f1-score': 0.11267605633802816, 'support': 411}, 'P': {'precision': 0.13129496402877697, 'recall': 0.15732758620689655, 'f1-score': 0.14313725490196078, 'support': 464}, 'micro avg': {'precision': 0.1573208722741433, 'recall': 0.11542857142857142, 'f1-score': 0.13315754779169414, 'support': 875}, 'macro avg': {'precision': 0.22843817968880709, 'recall': 0.11272705344408088, 'f1-score': 0.12790665561999448, 'support': 875}, 'weighted avg': {'precision': 0.2225540763402567, 'recall': 0.11542857142857142, 'f1-score': 0.12882919477650212, 'support': 875}}
Token level accuracy: 0.5367388167388167
Wrong BIO-Encoding 756/1347 labels, 56.12%
{'C': {'precision': 0.32558139534883723, 'recall': 0.0681265206812652, 'f1-score': 0.11267605633802816, 'support': 411}, 'P': {'precision': 0.13129496402877697, 'recall': 0.15732758620689655, 'f1-score': 0.14313725490196078, 'support': 464}, 'micro avg': {'precision': 0.1573208722741433, 'recall': 0.11542857142857142, 'f1-score': 0.13315754779169414, 'support': 875}, 'macro avg': {'precision': 0.22843817968880709, 'recall': 0.11272705344408088, 'f1-score': 0.12790665561999448, 'support': 875}, 'weighted avg': {'precision': 0.2225540763402567, 'recall': 0.11542857142857142, 'f1-score': 0.12882919477650212, 'support': 875}}
Token level accuracy: 0.5367388167388167
Wrong BIO-Encoding 51/642 labels, 7.94%
Test-Data: Prec: 0.171, Rec: 0.115, F1: 0.1378

Scores from epoch with best dev-scores:
  Dev-Score: 0.3297
  Test-Score 0.1378

6.35 sec for evaluation

--------- Epoch 8 -----------
841.95 sec for training (6622.54 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.3269230769230769, 'recall': 0.5483870967741935, 'f1-score': 0.4096385542168675, 'support': 31}, 'micro avg': {'precision': 0.27419354838709675, 'recall': 0.3617021276595745, 'f1-score': 0.3119266055045872, 'support': 47}, 'macro avg': {'precision': 0.16346153846153846, 'recall': 0.27419354838709675, 'f1-score': 0.20481927710843376, 'support': 47}, 'weighted avg': {'precision': 0.21563011456628478, 'recall': 0.3617021276595745, 'f1-score': 0.2701871315047424, 'support': 47}}
Token level accuracy: 0.5111010421386497
Wrong BIO-Encoding 179/235 labels, 76.17%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.3269230769230769, 'recall': 0.5483870967741935, 'f1-score': 0.4096385542168675, 'support': 31}, 'micro avg': {'precision': 0.27419354838709675, 'recall': 0.3617021276595745, 'f1-score': 0.3119266055045872, 'support': 47}, 'macro avg': {'precision': 0.16346153846153846, 'recall': 0.27419354838709675, 'f1-score': 0.20481927710843376, 'support': 47}, 'weighted avg': {'precision': 0.21563011456628478, 'recall': 0.3617021276595745, 'f1-score': 0.2701871315047424, 'support': 47}}
Token level accuracy: 0.5111010421386497
Wrong BIO-Encoding 6/62 labels, 9.68%
Dev-Data: Prec: 0.304, Rec: 0.362, F1: 0.3301
{'C': {'precision': 0.27586206896551724, 'recall': 0.15571776155717762, 'f1-score': 0.19906687402799378, 'support': 411}, 'P': {'precision': 0.16822429906542055, 'recall': 0.15517241379310345, 'f1-score': 0.16143497757847533, 'support': 464}, 'micro avg': {'precision': 0.20606060606060606, 'recall': 0.15542857142857142, 'f1-score': 0.1771986970684039, 'support': 875}, 'macro avg': {'precision': 0.2220431840154689, 'recall': 0.15544508767514054, 'f1-score': 0.18025092580323454, 'support': 875}, 'weighted avg': {'precision': 0.2187832972699231, 'recall': 0.15542857142857142, 'f1-score': 0.17911121693933488, 'support': 875}}
Token level accuracy: 0.5776623376623377
Wrong BIO-Encoding 549/1183 labels, 46.41%
{'C': {'precision': 0.27586206896551724, 'recall': 0.15571776155717762, 'f1-score': 0.19906687402799378, 'support': 411}, 'P': {'precision': 0.16822429906542055, 'recall': 0.15517241379310345, 'f1-score': 0.16143497757847533, 'support': 464}, 'micro avg': {'precision': 0.20606060606060606, 'recall': 0.15542857142857142, 'f1-score': 0.1771986970684039, 'support': 875}, 'macro avg': {'precision': 0.2220431840154689, 'recall': 0.15544508767514054, 'f1-score': 0.18025092580323454, 'support': 875}, 'weighted avg': {'precision': 0.2187832972699231, 'recall': 0.15542857142857142, 'f1-score': 0.17911121693933488, 'support': 875}}
Token level accuracy: 0.5776623376623377
Wrong BIO-Encoding 26/660 labels, 3.94%
Test-Data: Prec: 0.215, Rec: 0.155, F1: 0.1803

Scores from epoch with best dev-scores:
  Dev-Score: 0.3301
  Test-Score 0.1803

5.80 sec for evaluation

--------- Epoch 9 -----------
837.80 sec for training (7460.34 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.34615384615384615, 'recall': 0.5806451612903226, 'f1-score': 0.43373493975903615, 'support': 31}, 'micro avg': {'precision': 0.32727272727272727, 'recall': 0.3829787234042553, 'f1-score': 0.35294117647058826, 'support': 47}, 'macro avg': {'precision': 0.17307692307692307, 'recall': 0.2903225806451613, 'f1-score': 0.21686746987951808, 'support': 47}, 'weighted avg': {'precision': 0.2283142389525368, 'recall': 0.3829787234042553, 'f1-score': 0.28608049218149195, 'support': 47}}
Token level accuracy: 0.6139555958314454
Wrong BIO-Encoding 105/154 labels, 68.18%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.34615384615384615, 'recall': 0.5806451612903226, 'f1-score': 0.43373493975903615, 'support': 31}, 'micro avg': {'precision': 0.32727272727272727, 'recall': 0.3829787234042553, 'f1-score': 0.35294117647058826, 'support': 47}, 'macro avg': {'precision': 0.17307692307692307, 'recall': 0.2903225806451613, 'f1-score': 0.21686746987951808, 'support': 47}, 'weighted avg': {'precision': 0.2283142389525368, 'recall': 0.3829787234042553, 'f1-score': 0.28608049218149195, 'support': 47}}
Token level accuracy: 0.6139555958314454
Wrong BIO-Encoding 6/55 labels, 10.91%
Dev-Data: Prec: 0.367, Rec: 0.383, F1: 0.3750
{'C': {'precision': 0.29012345679012347, 'recall': 0.11435523114355231, 'f1-score': 0.16404886561954626, 'support': 411}, 'P': {'precision': 0.158, 'recall': 0.17025862068965517, 'f1-score': 0.16390041493775934, 'support': 464}, 'micro avg': {'precision': 0.1903323262839879, 'recall': 0.144, 'f1-score': 0.16395575797007156, 'support': 875}, 'macro avg': {'precision': 0.22406172839506172, 'recall': 0.14230692591660374, 'f1-score': 0.1639746402786528, 'support': 875}, 'weighted avg': {'precision': 0.22006027513227513, 'recall': 0.144, 'f1-score': 0.16397014434371865, 'support': 875}}
Token level accuracy: 0.572005772005772
Wrong BIO-Encoding 307/950 labels, 32.32%
{'C': {'precision': 0.29012345679012347, 'recall': 0.11435523114355231, 'f1-score': 0.16404886561954626, 'support': 411}, 'P': {'precision': 0.158, 'recall': 0.17025862068965517, 'f1-score': 0.16390041493775934, 'support': 464}, 'micro avg': {'precision': 0.1903323262839879, 'recall': 0.144, 'f1-score': 0.16395575797007156, 'support': 875}, 'macro avg': {'precision': 0.22406172839506172, 'recall': 0.14230692591660374, 'f1-score': 0.1639746402786528, 'support': 875}, 'weighted avg': {'precision': 0.22006027513227513, 'recall': 0.144, 'f1-score': 0.16397014434371865, 'support': 875}}
Token level accuracy: 0.572005772005772
Wrong BIO-Encoding 19/662 labels, 2.87%
Test-Data: Prec: 0.196, Rec: 0.144, F1: 0.1660

Scores from epoch with best dev-scores:
  Dev-Score: 0.3750
  Test-Score 0.1660

5.83 sec for evaluation

--------- Epoch 10 -----------
850.31 sec for training (8310.65 total)
-- cmv_modes1 --
{'C': {'precision': 0.043478260869565216, 'recall': 0.0625, 'f1-score': 0.05128205128205128, 'support': 16}, 'P': {'precision': 0.4473684210526316, 'recall': 0.5483870967741935, 'f1-score': 0.49275362318840576, 'support': 31}, 'micro avg': {'precision': 0.29508196721311475, 'recall': 0.3829787234042553, 'f1-score': 0.3333333333333333, 'support': 47}, 'macro avg': {'precision': 0.2454233409610984, 'recall': 0.30544354838709675, 'f1-score': 0.27201783723522854, 'support': 47}, 'weighted avg': {'precision': 0.3098738984371196, 'recall': 0.3829787234042553, 'f1-score': 0.34246542849688083, 'support': 47}}
Token level accuracy: 0.501132759401903
Wrong BIO-Encoding 107/165 labels, 64.85%
{'C': {'precision': 0.043478260869565216, 'recall': 0.0625, 'f1-score': 0.05128205128205128, 'support': 16}, 'P': {'precision': 0.4473684210526316, 'recall': 0.5483870967741935, 'f1-score': 0.49275362318840576, 'support': 31}, 'micro avg': {'precision': 0.29508196721311475, 'recall': 0.3829787234042553, 'f1-score': 0.3333333333333333, 'support': 47}, 'macro avg': {'precision': 0.2454233409610984, 'recall': 0.30544354838709675, 'f1-score': 0.27201783723522854, 'support': 47}, 'weighted avg': {'precision': 0.3098738984371196, 'recall': 0.3829787234042553, 'f1-score': 0.34246542849688083, 'support': 47}}
Token level accuracy: 0.501132759401903
Wrong BIO-Encoding 3/61 labels, 4.92%
Dev-Data: Prec: 0.310, Rec: 0.383, F1: 0.3429
{'C': {'precision': 0.20569620253164558, 'recall': 0.15815085158150852, 'f1-score': 0.17881705639614853, 'support': 411}, 'P': {'precision': 0.19452054794520549, 'recall': 0.15301724137931033, 'f1-score': 0.17129071170084437, 'support': 464}, 'micro avg': {'precision': 0.19970631424375918, 'recall': 0.15542857142857142, 'f1-score': 0.1748071979434447, 'support': 875}, 'macro avg': {'precision': 0.20010837523842553, 'recall': 0.1555840464804094, 'f1-score': 0.17505388404849645, 'support': 875}, 'weighted avg': {'precision': 0.1997699125566648, 'recall': 0.15542857142857142, 'f1-score': 0.17482594332343868, 'support': 875}}
Token level accuracy: 0.5711976911976911
Wrong BIO-Encoding 341/1010 labels, 33.76%
{'C': {'precision': 0.20569620253164558, 'recall': 0.15815085158150852, 'f1-score': 0.17881705639614853, 'support': 411}, 'P': {'precision': 0.19452054794520549, 'recall': 0.15301724137931033, 'f1-score': 0.17129071170084437, 'support': 464}, 'micro avg': {'precision': 0.19970631424375918, 'recall': 0.15542857142857142, 'f1-score': 0.1748071979434447, 'support': 875}, 'macro avg': {'precision': 0.20010837523842553, 'recall': 0.1555840464804094, 'f1-score': 0.17505388404849645, 'support': 875}, 'weighted avg': {'precision': 0.1997699125566648, 'recall': 0.15542857142857142, 'f1-score': 0.17482594332343868, 'support': 875}}
Token level accuracy: 0.5711976911976911
Wrong BIO-Encoding 12/681 labels, 1.76%
Test-Data: Prec: 0.203, Rec: 0.155, F1: 0.1762

Scores from epoch with best dev-scores:
  Dev-Score: 0.3750
  Test-Score 0.1660

4.72 sec for evaluation

--------- Epoch 11 -----------
806.71 sec for training (9117.36 total)
-- cmv_modes1 --
{'C': {'precision': 0.030303030303030304, 'recall': 0.0625, 'f1-score': 0.04081632653061225, 'support': 16}, 'P': {'precision': 0.21052631578947367, 'recall': 0.12903225806451613, 'f1-score': 0.15999999999999998, 'support': 31}, 'micro avg': {'precision': 0.09615384615384616, 'recall': 0.10638297872340426, 'f1-score': 0.10101010101010101, 'support': 47}, 'macro avg': {'precision': 0.12041467304625199, 'recall': 0.09576612903225806, 'f1-score': 0.1004081632653061, 'support': 47}, 'weighted avg': {'precision': 0.1491737079643015, 'recall': 0.10638297872340426, 'f1-score': 0.11942683456361265, 'support': 47}}
Token level accuracy: 0.5840507476212052
Wrong BIO-Encoding 56/105 labels, 53.33%
{'C': {'precision': 0.030303030303030304, 'recall': 0.0625, 'f1-score': 0.04081632653061225, 'support': 16}, 'P': {'precision': 0.21052631578947367, 'recall': 0.12903225806451613, 'f1-score': 0.15999999999999998, 'support': 31}, 'micro avg': {'precision': 0.09615384615384616, 'recall': 0.10638297872340426, 'f1-score': 0.10101010101010101, 'support': 47}, 'macro avg': {'precision': 0.12041467304625199, 'recall': 0.09576612903225806, 'f1-score': 0.1004081632653061, 'support': 47}, 'weighted avg': {'precision': 0.1491737079643015, 'recall': 0.10638297872340426, 'f1-score': 0.11942683456361265, 'support': 47}}
Token level accuracy: 0.5840507476212052
Wrong BIO-Encoding 3/52 labels, 5.77%
Dev-Data: Prec: 0.102, Rec: 0.106, F1: 0.1042
{'C': {'precision': 0.13212435233160622, 'recall': 0.12408759124087591, 'f1-score': 0.12797992471769135, 'support': 411}, 'P': {'precision': 0.23963133640552994, 'recall': 0.11206896551724138, 'f1-score': 0.1527165932452276, 'support': 464}, 'micro avg': {'precision': 0.17081260364842454, 'recall': 0.11771428571428572, 'f1-score': 0.13937753721244925, 'support': 875}, 'macro avg': {'precision': 0.18587784436856808, 'recall': 0.11807827837905865, 'f1-score': 0.14034825898145947, 'support': 875}, 'weighted avg': {'precision': 0.18913377017194977, 'recall': 0.11771428571428572, 'f1-score': 0.14109742665686487, 'support': 875}}
Token level accuracy: 0.5185569985569985
Wrong BIO-Encoding 213/807 labels, 26.39%
{'C': {'precision': 0.13212435233160622, 'recall': 0.12408759124087591, 'f1-score': 0.12797992471769135, 'support': 411}, 'P': {'precision': 0.23963133640552994, 'recall': 0.11206896551724138, 'f1-score': 0.1527165932452276, 'support': 464}, 'micro avg': {'precision': 0.17081260364842454, 'recall': 0.11771428571428572, 'f1-score': 0.13937753721244925, 'support': 875}, 'macro avg': {'precision': 0.18587784436856808, 'recall': 0.11807827837905865, 'f1-score': 0.14034825898145947, 'support': 875}, 'weighted avg': {'precision': 0.18913377017194977, 'recall': 0.11771428571428572, 'f1-score': 0.14109742665686487, 'support': 875}}
Token level accuracy: 0.5185569985569985
Wrong BIO-Encoding 9/603 labels, 1.49%
Test-Data: Prec: 0.173, Rec: 0.118, F1: 0.1402

Scores from epoch with best dev-scores:
  Dev-Score: 0.3750
  Test-Score 0.1660

4.81 sec for evaluation

--------- Epoch 12 -----------
836.28 sec for training (9953.64 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.27906976744186046, 'recall': 0.3870967741935484, 'f1-score': 0.32432432432432434, 'support': 31}, 'micro avg': {'precision': 0.19047619047619047, 'recall': 0.2553191489361702, 'f1-score': 0.21818181818181817, 'support': 47}, 'macro avg': {'precision': 0.13953488372093023, 'recall': 0.1935483870967742, 'f1-score': 0.16216216216216217, 'support': 47}, 'weighted avg': {'precision': 0.18406729341909944, 'recall': 0.2553191489361702, 'f1-score': 0.21391604370327774, 'support': 47}}
Token level accuracy: 0.5949252378794744
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.27906976744186046, 'recall': 0.3870967741935484, 'f1-score': 0.32432432432432434, 'support': 31}, 'micro avg': {'precision': 0.19047619047619047, 'recall': 0.2553191489361702, 'f1-score': 0.21818181818181817, 'support': 47}, 'macro avg': {'precision': 0.13953488372093023, 'recall': 0.1935483870967742, 'f1-score': 0.16216216216216217, 'support': 47}, 'weighted avg': {'precision': 0.18406729341909944, 'recall': 0.2553191489361702, 'f1-score': 0.21391604370327774, 'support': 47}}
Token level accuracy: 0.5949252378794744
Dev-Data: Prec: 0.190, Rec: 0.255, F1: 0.2182
{'C': {'precision': 0.18181818181818182, 'recall': 0.145985401459854, 'f1-score': 0.16194331983805668, 'support': 411}, 'P': {'precision': 0.2138157894736842, 'recall': 0.1400862068965517, 'f1-score': 0.16927083333333334, 'support': 464}, 'micro avg': {'precision': 0.1971608832807571, 'recall': 0.14285714285714285, 'f1-score': 0.16567263088137837, 'support': 875}, 'macro avg': {'precision': 0.19781698564593303, 'recall': 0.14303580417820286, 'f1-score': 0.165607076585695, 'support': 875}, 'weighted avg': {'precision': 0.19878605604921398, 'recall': 0.14285714285714285, 'f1-score': 0.1658289955658377, 'support': 875}}
Token level accuracy: 0.5464357864357864
Wrong BIO-Encoding 83/713 labels, 11.64%
{'C': {'precision': 0.18181818181818182, 'recall': 0.145985401459854, 'f1-score': 0.16194331983805668, 'support': 411}, 'P': {'precision': 0.2138157894736842, 'recall': 0.1400862068965517, 'f1-score': 0.16927083333333334, 'support': 464}, 'micro avg': {'precision': 0.1971608832807571, 'recall': 0.14285714285714285, 'f1-score': 0.16567263088137837, 'support': 875}, 'macro avg': {'precision': 0.19781698564593303, 'recall': 0.14303580417820286, 'f1-score': 0.165607076585695, 'support': 875}, 'weighted avg': {'precision': 0.19878605604921398, 'recall': 0.14285714285714285, 'f1-score': 0.1658289955658377, 'support': 875}}
Token level accuracy: 0.5464357864357864
Wrong BIO-Encoding 4/634 labels, 0.63%
Test-Data: Prec: 0.198, Rec: 0.143, F1: 0.1661

Scores from epoch with best dev-scores:
  Dev-Score: 0.3750
  Test-Score 0.1660

4.79 sec for evaluation

--------- Epoch 13 -----------
837.07 sec for training (10790.71 total)
-- cmv_modes1 --
{'C': {'precision': 0.04, 'recall': 0.0625, 'f1-score': 0.048780487804878044, 'support': 16}, 'P': {'precision': 0.42857142857142855, 'recall': 0.5806451612903226, 'f1-score': 0.4931506849315069, 'support': 31}, 'micro avg': {'precision': 0.2835820895522388, 'recall': 0.40425531914893614, 'f1-score': 0.3333333333333333, 'support': 47}, 'macro avg': {'precision': 0.23428571428571426, 'recall': 0.3215725806451613, 'f1-score': 0.27096558636819246, 'support': 47}, 'weighted avg': {'precision': 0.2962917933130699, 'recall': 0.40425531914893614, 'f1-score': 0.3418757242075481, 'support': 47}}
Token level accuracy: 0.4268237426370639
Wrong BIO-Encoding 57/122 labels, 46.72%
{'C': {'precision': 0.04, 'recall': 0.0625, 'f1-score': 0.048780487804878044, 'support': 16}, 'P': {'precision': 0.42857142857142855, 'recall': 0.5806451612903226, 'f1-score': 0.4931506849315069, 'support': 31}, 'micro avg': {'precision': 0.2835820895522388, 'recall': 0.40425531914893614, 'f1-score': 0.3333333333333333, 'support': 47}, 'macro avg': {'precision': 0.23428571428571426, 'recall': 0.3215725806451613, 'f1-score': 0.27096558636819246, 'support': 47}, 'weighted avg': {'precision': 0.2962917933130699, 'recall': 0.40425531914893614, 'f1-score': 0.3418757242075481, 'support': 47}}
Token level accuracy: 0.4268237426370639
Wrong BIO-Encoding 2/67 labels, 2.99%
Dev-Data: Prec: 0.292, Rec: 0.404, F1: 0.3393
{'C': {'precision': 0.1675531914893617, 'recall': 0.15328467153284672, 'f1-score': 0.16010165184243966, 'support': 411}, 'P': {'precision': 0.2161290322580645, 'recall': 0.14439655172413793, 'f1-score': 0.1731266149870801, 'support': 464}, 'micro avg': {'precision': 0.18950437317784258, 'recall': 0.14857142857142858, 'f1-score': 0.16655989750160155, 'support': 875}, 'macro avg': {'precision': 0.1918411118737131, 'recall': 0.14884061162849233, 'f1-score': 0.1666141334147599, 'support': 875}, 'weighted avg': {'precision': 0.1933122659084224, 'recall': 0.14857142857142858, 'f1-score': 0.16700860372714038, 'support': 875}}
Token level accuracy: 0.5381818181818182
Wrong BIO-Encoding 137/812 labels, 16.87%
{'C': {'precision': 0.1675531914893617, 'recall': 0.15328467153284672, 'f1-score': 0.16010165184243966, 'support': 411}, 'P': {'precision': 0.2161290322580645, 'recall': 0.14439655172413793, 'f1-score': 0.1731266149870801, 'support': 464}, 'micro avg': {'precision': 0.18950437317784258, 'recall': 0.14857142857142858, 'f1-score': 0.16655989750160155, 'support': 875}, 'macro avg': {'precision': 0.1918411118737131, 'recall': 0.14884061162849233, 'f1-score': 0.1666141334147599, 'support': 875}, 'weighted avg': {'precision': 0.1933122659084224, 'recall': 0.14857142857142858, 'f1-score': 0.16700860372714038, 'support': 875}}
Token level accuracy: 0.5381818181818182
Wrong BIO-Encoding 11/686 labels, 1.60%
Test-Data: Prec: 0.193, Rec: 0.149, F1: 0.1677

Scores from epoch with best dev-scores:
  Dev-Score: 0.3750
  Test-Score 0.1660

4.42 sec for evaluation

--------- Epoch 14 -----------
798.96 sec for training (11589.67 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.375, 'recall': 0.5806451612903226, 'f1-score': 0.4556962025316456, 'support': 31}, 'micro avg': {'precision': 0.2608695652173913, 'recall': 0.3829787234042553, 'f1-score': 0.3103448275862069, 'support': 47}, 'macro avg': {'precision': 0.1875, 'recall': 0.2903225806451613, 'f1-score': 0.2278481012658228, 'support': 47}, 'weighted avg': {'precision': 0.2473404255319149, 'recall': 0.3829787234042553, 'f1-score': 0.30056558039321307, 'support': 47}}
Token level accuracy: 0.42637063887630267
Wrong BIO-Encoding 163/229 labels, 71.18%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.375, 'recall': 0.5806451612903226, 'f1-score': 0.4556962025316456, 'support': 31}, 'micro avg': {'precision': 0.2608695652173913, 'recall': 0.3829787234042553, 'f1-score': 0.3103448275862069, 'support': 47}, 'macro avg': {'precision': 0.1875, 'recall': 0.2903225806451613, 'f1-score': 0.2278481012658228, 'support': 47}, 'weighted avg': {'precision': 0.2473404255319149, 'recall': 0.3829787234042553, 'f1-score': 0.30056558039321307, 'support': 47}}
Token level accuracy: 0.42637063887630267
Wrong BIO-Encoding 3/69 labels, 4.35%
Dev-Data: Prec: 0.273, Rec: 0.383, F1: 0.3186
{'C': {'precision': 0.2222222222222222, 'recall': 0.17518248175182483, 'f1-score': 0.1959183673469388, 'support': 411}, 'P': {'precision': 0.18082788671023964, 'recall': 0.1788793103448276, 'f1-score': 0.1798483206933911, 'support': 464}, 'micro avg': {'precision': 0.1979565772669221, 'recall': 0.17714285714285713, 'f1-score': 0.18697225572979495, 'support': 875}, 'macro avg': {'precision': 0.20152505446623092, 'recall': 0.17703089604832623, 'f1-score': 0.18788334402016493, 'support': 875}, 'weighted avg': {'precision': 0.20027139744786804, 'recall': 0.17714285714285713, 'f1-score': 0.18739665117865753, 'support': 875}}
Token level accuracy: 0.5911688311688311
Wrong BIO-Encoding 126/903 labels, 13.95%
{'C': {'precision': 0.2222222222222222, 'recall': 0.17518248175182483, 'f1-score': 0.1959183673469388, 'support': 411}, 'P': {'precision': 0.18082788671023964, 'recall': 0.1788793103448276, 'f1-score': 0.1798483206933911, 'support': 464}, 'micro avg': {'precision': 0.1979565772669221, 'recall': 0.17714285714285713, 'f1-score': 0.18697225572979495, 'support': 875}, 'macro avg': {'precision': 0.20152505446623092, 'recall': 0.17703089604832623, 'f1-score': 0.18788334402016493, 'support': 875}, 'weighted avg': {'precision': 0.20027139744786804, 'recall': 0.17714285714285713, 'f1-score': 0.18739665117865753, 'support': 875}}
Token level accuracy: 0.5911688311688311
Wrong BIO-Encoding 6/783 labels, 0.77%
Test-Data: Prec: 0.199, Rec: 0.177, F1: 0.1877

Scores from epoch with best dev-scores:
  Dev-Score: 0.3750
  Test-Score 0.1660

4.40 sec for evaluation

--------- Epoch 15 -----------
801.97 sec for training (12391.64 total)
-- cmv_modes1 --
{'C': {'precision': 0.02127659574468085, 'recall': 0.0625, 'f1-score': 0.031746031746031744, 'support': 16}, 'P': {'precision': 0.3, 'recall': 0.0967741935483871, 'f1-score': 0.14634146341463414, 'support': 31}, 'micro avg': {'precision': 0.07017543859649122, 'recall': 0.0851063829787234, 'f1-score': 0.07692307692307691, 'support': 47}, 'macro avg': {'precision': 0.1606382978723404, 'recall': 0.07963709677419355, 'f1-score': 0.08904374758033294, 'support': 47}, 'weighted avg': {'precision': 0.20511543684925304, 'recall': 0.0851063829787234, 'f1-score': 0.10733025263383332, 'support': 47}}
Token level accuracy: 0.36157680108744905
Wrong BIO-Encoding 41/97 labels, 42.27%
{'C': {'precision': 0.02127659574468085, 'recall': 0.0625, 'f1-score': 0.031746031746031744, 'support': 16}, 'P': {'precision': 0.3, 'recall': 0.0967741935483871, 'f1-score': 0.14634146341463414, 'support': 31}, 'micro avg': {'precision': 0.07017543859649122, 'recall': 0.0851063829787234, 'f1-score': 0.07692307692307691, 'support': 47}, 'macro avg': {'precision': 0.1606382978723404, 'recall': 0.07963709677419355, 'f1-score': 0.08904374758033294, 'support': 47}, 'weighted avg': {'precision': 0.20511543684925304, 'recall': 0.0851063829787234, 'f1-score': 0.10733025263383332, 'support': 47}}
Token level accuracy: 0.36157680108744905
Wrong BIO-Encoding 1/57 labels, 1.75%
Dev-Data: Prec: 0.071, Rec: 0.085, F1: 0.0777
{'C': {'precision': 0.16237623762376238, 'recall': 0.19951338199513383, 'f1-score': 0.17903930131004367, 'support': 411}, 'P': {'precision': 0.25892857142857145, 'recall': 0.0625, 'f1-score': 0.10069444444444445, 'support': 464}, 'micro avg': {'precision': 0.17990275526742303, 'recall': 0.12685714285714286, 'f1-score': 0.1487935656836461, 'support': 875}, 'macro avg': {'precision': 0.2106524045261669, 'recall': 0.1310066909975669, 'f1-score': 0.13986687287724406, 'support': 875}, 'weighted avg': {'precision': 0.21357656092139826, 'recall': 0.12685714285714286, 'f1-score': 0.13749414292645734, 'support': 875}}
Token level accuracy: 0.4558730158730159
Wrong BIO-Encoding 105/717 labels, 14.64%
{'C': {'precision': 0.16237623762376238, 'recall': 0.19951338199513383, 'f1-score': 0.17903930131004367, 'support': 411}, 'P': {'precision': 0.25892857142857145, 'recall': 0.0625, 'f1-score': 0.10069444444444445, 'support': 464}, 'micro avg': {'precision': 0.17990275526742303, 'recall': 0.12685714285714286, 'f1-score': 0.1487935656836461, 'support': 875}, 'macro avg': {'precision': 0.2106524045261669, 'recall': 0.1310066909975669, 'f1-score': 0.13986687287724406, 'support': 875}, 'weighted avg': {'precision': 0.21357656092139826, 'recall': 0.12685714285714286, 'f1-score': 0.13749414292645734, 'support': 875}}
Token level accuracy: 0.4558730158730159
Wrong BIO-Encoding 5/617 labels, 0.81%
Test-Data: Prec: 0.181, Rec: 0.127, F1: 0.1493

Scores from epoch with best dev-scores:
  Dev-Score: 0.3750
  Test-Score 0.1660

4.41 sec for evaluation

--------- Epoch 16 -----------
865.55 sec for training (13257.19 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.32558139534883723, 'recall': 0.45161290322580644, 'f1-score': 0.3783783783783784, 'support': 31}, 'micro avg': {'precision': 0.2153846153846154, 'recall': 0.2978723404255319, 'f1-score': 0.25, 'support': 47}, 'macro avg': {'precision': 0.16279069767441862, 'recall': 0.22580645161290322, 'f1-score': 0.1891891891891892, 'support': 47}, 'weighted avg': {'precision': 0.21474517565561604, 'recall': 0.2978723404255319, 'f1-score': 0.24956871765382405, 'support': 47}}
Token level accuracy: 0.5088355233348437
Wrong BIO-Encoding 73/137 labels, 53.28%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.32558139534883723, 'recall': 0.45161290322580644, 'f1-score': 0.3783783783783784, 'support': 31}, 'micro avg': {'precision': 0.2153846153846154, 'recall': 0.2978723404255319, 'f1-score': 0.25, 'support': 47}, 'macro avg': {'precision': 0.16279069767441862, 'recall': 0.22580645161290322, 'f1-score': 0.1891891891891892, 'support': 47}, 'weighted avg': {'precision': 0.21474517565561604, 'recall': 0.2978723404255319, 'f1-score': 0.24956871765382405, 'support': 47}}
Token level accuracy: 0.5088355233348437
Wrong BIO-Encoding 1/65 labels, 1.54%
Dev-Data: Prec: 0.219, Rec: 0.298, F1: 0.2523
{'C': {'precision': 0.23863636363636365, 'recall': 0.20437956204379562, 'f1-score': 0.22018348623853212, 'support': 411}, 'P': {'precision': 0.23173803526448364, 'recall': 0.19827586206896552, 'f1-score': 0.2137049941927991, 'support': 464}, 'micro avg': {'precision': 0.2349799732977303, 'recall': 0.20114285714285715, 'f1-score': 0.21674876847290642, 'support': 875}, 'macro avg': {'precision': 0.23518719945042366, 'recall': 0.20132771205638056, 'f1-score': 0.2169442402156656, 'support': 875}, 'weighted avg': {'precision': 0.23497827864830384, 'recall': 0.20114285714285715, 'f1-score': 0.21674803445656626, 'support': 875}}
Token level accuracy: 0.596998556998557
Wrong BIO-Encoding 187/929 labels, 20.13%
{'C': {'precision': 0.23863636363636365, 'recall': 0.20437956204379562, 'f1-score': 0.22018348623853212, 'support': 411}, 'P': {'precision': 0.23173803526448364, 'recall': 0.19827586206896552, 'f1-score': 0.2137049941927991, 'support': 464}, 'micro avg': {'precision': 0.2349799732977303, 'recall': 0.20114285714285715, 'f1-score': 0.21674876847290642, 'support': 875}, 'macro avg': {'precision': 0.23518719945042366, 'recall': 0.20132771205638056, 'f1-score': 0.2169442402156656, 'support': 875}, 'weighted avg': {'precision': 0.23497827864830384, 'recall': 0.20114285714285715, 'f1-score': 0.21674803445656626, 'support': 875}}
Token level accuracy: 0.596998556998557
Wrong BIO-Encoding 7/749 labels, 0.93%
Test-Data: Prec: 0.237, Rec: 0.201, F1: 0.2177

Scores from epoch with best dev-scores:
  Dev-Score: 0.3750
  Test-Score 0.1660

5.02 sec for evaluation

--------- Epoch 17 -----------
956.72 sec for training (14213.91 total)
-- cmv_modes1 --
{'C': {'precision': 0.03125, 'recall': 0.0625, 'f1-score': 0.041666666666666664, 'support': 16}, 'P': {'precision': 0.41379310344827586, 'recall': 0.3870967741935484, 'f1-score': 0.39999999999999997, 'support': 31}, 'micro avg': {'precision': 0.21311475409836064, 'recall': 0.2765957446808511, 'f1-score': 0.24074074074074073, 'support': 47}, 'macro avg': {'precision': 0.22252155172413793, 'recall': 0.2247983870967742, 'f1-score': 0.22083333333333333, 'support': 47}, 'weighted avg': {'precision': 0.2835656639765224, 'recall': 0.2765957446808511, 'f1-score': 0.2780141843971631, 'support': 47}}
Token level accuracy: 0.4154961486180335
Wrong BIO-Encoding 41/101 labels, 40.59%
{'C': {'precision': 0.03125, 'recall': 0.0625, 'f1-score': 0.041666666666666664, 'support': 16}, 'P': {'precision': 0.41379310344827586, 'recall': 0.3870967741935484, 'f1-score': 0.39999999999999997, 'support': 31}, 'micro avg': {'precision': 0.21311475409836064, 'recall': 0.2765957446808511, 'f1-score': 0.24074074074074073, 'support': 47}, 'macro avg': {'precision': 0.22252155172413793, 'recall': 0.2247983870967742, 'f1-score': 0.22083333333333333, 'support': 47}, 'weighted avg': {'precision': 0.2835656639765224, 'recall': 0.2765957446808511, 'f1-score': 0.2780141843971631, 'support': 47}}
Token level accuracy: 0.4154961486180335
Wrong BIO-Encoding 1/61 labels, 1.64%
Dev-Data: Prec: 0.217, Rec: 0.277, F1: 0.2430
{'C': {'precision': 0.17857142857142858, 'recall': 0.170316301703163, 'f1-score': 0.17434620174346202, 'support': 411}, 'P': {'precision': 0.18210862619808307, 'recall': 0.12284482758620689, 'f1-score': 0.14671814671814673, 'support': 464}, 'micro avg': {'precision': 0.18014184397163122, 'recall': 0.14514285714285713, 'f1-score': 0.16075949367088604, 'support': 875}, 'macro avg': {'precision': 0.18034002738475582, 'recall': 0.14658056464468494, 'f1-score': 0.16053217423080438, 'support': 875}, 'weighted avg': {'precision': 0.18044715394144875, 'recall': 0.14514285714285713, 'f1-score': 0.15969543885003765, 'support': 875}}
Token level accuracy: 0.5219047619047619
Wrong BIO-Encoding 48/751 labels, 6.39%
{'C': {'precision': 0.17857142857142858, 'recall': 0.170316301703163, 'f1-score': 0.17434620174346202, 'support': 411}, 'P': {'precision': 0.18210862619808307, 'recall': 0.12284482758620689, 'f1-score': 0.14671814671814673, 'support': 464}, 'micro avg': {'precision': 0.18014184397163122, 'recall': 0.14514285714285713, 'f1-score': 0.16075949367088604, 'support': 875}, 'macro avg': {'precision': 0.18034002738475582, 'recall': 0.14658056464468494, 'f1-score': 0.16053217423080438, 'support': 875}, 'weighted avg': {'precision': 0.18044715394144875, 'recall': 0.14514285714285713, 'f1-score': 0.15969543885003765, 'support': 875}}
Token level accuracy: 0.5219047619047619
Wrong BIO-Encoding 2/705 labels, 0.28%
Test-Data: Prec: 0.181, Rec: 0.145, F1: 0.1610

Scores from epoch with best dev-scores:
  Dev-Score: 0.3750
  Test-Score 0.1660

5.42 sec for evaluation

--------- Epoch 18 -----------
892.87 sec for training (15106.79 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.37254901960784315, 'recall': 0.6129032258064516, 'f1-score': 0.46341463414634143, 'support': 31}, 'micro avg': {'precision': 0.3114754098360656, 'recall': 0.40425531914893614, 'f1-score': 0.3518518518518519, 'support': 47}, 'macro avg': {'precision': 0.18627450980392157, 'recall': 0.3064516129032258, 'f1-score': 0.23170731707317072, 'support': 47}, 'weighted avg': {'precision': 0.245723821443471, 'recall': 0.40425531914893614, 'f1-score': 0.3056564608199273, 'support': 47}}
Token level accuracy: 0.5287720888083371
Wrong BIO-Encoding 73/133 labels, 54.89%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.37254901960784315, 'recall': 0.6129032258064516, 'f1-score': 0.46341463414634143, 'support': 31}, 'micro avg': {'precision': 0.3114754098360656, 'recall': 0.40425531914893614, 'f1-score': 0.3518518518518519, 'support': 47}, 'macro avg': {'precision': 0.18627450980392157, 'recall': 0.3064516129032258, 'f1-score': 0.23170731707317072, 'support': 47}, 'weighted avg': {'precision': 0.245723821443471, 'recall': 0.40425531914893614, 'f1-score': 0.3056564608199273, 'support': 47}}
Token level accuracy: 0.5287720888083371
Wrong BIO-Encoding 1/61 labels, 1.64%
Dev-Data: Prec: 0.317, Rec: 0.404, F1: 0.3551
{'C': {'precision': 0.4083769633507853, 'recall': 0.1897810218978102, 'f1-score': 0.2591362126245847, 'support': 411}, 'P': {'precision': 0.14644351464435146, 'recall': 0.15086206896551724, 'f1-score': 0.14861995753715498, 'support': 464}, 'micro avg': {'precision': 0.22122571001494767, 'recall': 0.16914285714285715, 'f1-score': 0.19170984455958548, 'support': 875}, 'macro avg': {'precision': 0.2774102389975684, 'recall': 0.17032154543166372, 'f1-score': 0.20387808508086985, 'support': 875}, 'weighted avg': {'precision': 0.26947739740817356, 'recall': 0.16914285714285715, 'f1-score': 0.20053102135536482, 'support': 875}}
Token level accuracy: 0.5796248196248196
Wrong BIO-Encoding 9/677 labels, 1.33%
{'C': {'precision': 0.4083769633507853, 'recall': 0.1897810218978102, 'f1-score': 0.2591362126245847, 'support': 411}, 'P': {'precision': 0.14644351464435146, 'recall': 0.15086206896551724, 'f1-score': 0.14861995753715498, 'support': 464}, 'micro avg': {'precision': 0.22122571001494767, 'recall': 0.16914285714285715, 'f1-score': 0.19170984455958548, 'support': 875}, 'macro avg': {'precision': 0.2774102389975684, 'recall': 0.17032154543166372, 'f1-score': 0.20387808508086985, 'support': 875}, 'weighted avg': {'precision': 0.26947739740817356, 'recall': 0.16914285714285715, 'f1-score': 0.20053102135536482, 'support': 875}}
Token level accuracy: 0.5796248196248196
Wrong BIO-Encoding 1/669 labels, 0.15%
Test-Data: Prec: 0.222, Rec: 0.169, F1: 0.1918

Scores from epoch with best dev-scores:
  Dev-Score: 0.3750
  Test-Score 0.1660

5.42 sec for evaluation

--------- Epoch 19 -----------
962.29 sec for training (16069.08 total)
-- cmv_modes1 --
{'C': {'precision': 0.07142857142857142, 'recall': 0.0625, 'f1-score': 0.06666666666666667, 'support': 16}, 'P': {'precision': 0.4444444444444444, 'recall': 0.5161290322580645, 'f1-score': 0.4776119402985074, 'support': 31}, 'micro avg': {'precision': 0.34, 'recall': 0.3617021276595745, 'f1-score': 0.3505154639175258, 'support': 47}, 'macro avg': {'precision': 0.2579365079365079, 'recall': 0.28931451612903225, 'f1-score': 0.272139303482587, 'support': 47}, 'weighted avg': {'precision': 0.31746031746031744, 'recall': 0.3617021276595745, 'f1-score': 0.3377156769344765, 'support': 47}}
Token level accuracy: 0.5845038513819665
Wrong BIO-Encoding 41/90 labels, 45.56%
{'C': {'precision': 0.07142857142857142, 'recall': 0.0625, 'f1-score': 0.06666666666666667, 'support': 16}, 'P': {'precision': 0.4444444444444444, 'recall': 0.5161290322580645, 'f1-score': 0.4776119402985074, 'support': 31}, 'micro avg': {'precision': 0.34, 'recall': 0.3617021276595745, 'f1-score': 0.3505154639175258, 'support': 47}, 'macro avg': {'precision': 0.2579365079365079, 'recall': 0.28931451612903225, 'f1-score': 0.272139303482587, 'support': 47}, 'weighted avg': {'precision': 0.31746031746031744, 'recall': 0.3617021276595745, 'f1-score': 0.3377156769344765, 'support': 47}}
Token level accuracy: 0.5845038513819665
Wrong BIO-Encoding 1/50 labels, 2.00%
Dev-Data: Prec: 0.347, Rec: 0.362, F1: 0.3542
{'C': {'precision': 0.19063545150501673, 'recall': 0.1386861313868613, 'f1-score': 0.16056338028169012, 'support': 411}, 'P': {'precision': 0.22258064516129034, 'recall': 0.14870689655172414, 'f1-score': 0.17829457364341086, 'support': 464}, 'micro avg': {'precision': 0.20689655172413793, 'recall': 0.144, 'f1-score': 0.16981132075471697, 'support': 875}, 'macro avg': {'precision': 0.20660804833315355, 'recall': 0.14369651396929273, 'f1-score': 0.1694289769625505, 'support': 875}, 'weighted avg': {'precision': 0.20757553134102924, 'recall': 0.144, 'f1-score': 0.1699659788186483, 'support': 875}}
Token level accuracy: 0.5641558441558442
Wrong BIO-Encoding 23/631 labels, 3.65%
{'C': {'precision': 0.19063545150501673, 'recall': 0.1386861313868613, 'f1-score': 0.16056338028169012, 'support': 411}, 'P': {'precision': 0.22258064516129034, 'recall': 0.14870689655172414, 'f1-score': 0.17829457364341086, 'support': 464}, 'micro avg': {'precision': 0.20689655172413793, 'recall': 0.144, 'f1-score': 0.16981132075471697, 'support': 875}, 'macro avg': {'precision': 0.20660804833315355, 'recall': 0.14369651396929273, 'f1-score': 0.1694289769625505, 'support': 875}, 'weighted avg': {'precision': 0.20757553134102924, 'recall': 0.144, 'f1-score': 0.1699659788186483, 'support': 875}}
Token level accuracy: 0.5641558441558442
Wrong BIO-Encoding 1/609 labels, 0.16%
Test-Data: Prec: 0.207, Rec: 0.144, F1: 0.1699

Scores from epoch with best dev-scores:
  Dev-Score: 0.3750
  Test-Score 0.1660

5.42 sec for evaluation

--------- Epoch 20 -----------
962.97 sec for training (17032.05 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.3541666666666667, 'recall': 0.5483870967741935, 'f1-score': 0.430379746835443, 'support': 31}, 'micro avg': {'precision': 0.27419354838709675, 'recall': 0.3617021276595745, 'f1-score': 0.3119266055045872, 'support': 47}, 'macro avg': {'precision': 0.17708333333333334, 'recall': 0.27419354838709675, 'f1-score': 0.2151898734177215, 'support': 47}, 'weighted avg': {'precision': 0.23359929078014188, 'recall': 0.3617021276595745, 'f1-score': 0.28386749259359007, 'support': 47}}
Token level accuracy: 0.5618486633439057
Wrong BIO-Encoding 18/79 labels, 22.78%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.3541666666666667, 'recall': 0.5483870967741935, 'f1-score': 0.430379746835443, 'support': 31}, 'micro avg': {'precision': 0.27419354838709675, 'recall': 0.3617021276595745, 'f1-score': 0.3119266055045872, 'support': 47}, 'macro avg': {'precision': 0.17708333333333334, 'recall': 0.27419354838709675, 'f1-score': 0.2151898734177215, 'support': 47}, 'weighted avg': {'precision': 0.23359929078014188, 'recall': 0.3617021276595745, 'f1-score': 0.28386749259359007, 'support': 47}}
Token level accuracy: 0.5618486633439057
Wrong BIO-Encoding 1/62 labels, 1.61%
Dev-Data: Prec: 0.279, Rec: 0.362, F1: 0.3148
{'C': {'precision': 0.25882352941176473, 'recall': 0.16058394160583941, 'f1-score': 0.19819819819819823, 'support': 411}, 'P': {'precision': 0.15848214285714285, 'recall': 0.15301724137931033, 'f1-score': 0.1557017543859649, 'support': 464}, 'micro avg': {'precision': 0.19487908961593173, 'recall': 0.15657142857142858, 'f1-score': 0.17363751584283907, 'support': 875}, 'macro avg': {'precision': 0.2086528361344538, 'recall': 0.15680059149257486, 'f1-score': 0.17694997629208156, 'support': 875}, 'weighted avg': {'precision': 0.2056139255702281, 'recall': 0.15657142857142858, 'f1-score': 0.17566294113662534, 'support': 875}}
Token level accuracy: 0.5598268398268398
Wrong BIO-Encoding 99/799 labels, 12.39%
{'C': {'precision': 0.25882352941176473, 'recall': 0.16058394160583941, 'f1-score': 0.19819819819819823, 'support': 411}, 'P': {'precision': 0.15848214285714285, 'recall': 0.15301724137931033, 'f1-score': 0.1557017543859649, 'support': 464}, 'micro avg': {'precision': 0.19487908961593173, 'recall': 0.15657142857142858, 'f1-score': 0.17363751584283907, 'support': 875}, 'macro avg': {'precision': 0.2086528361344538, 'recall': 0.15680059149257486, 'f1-score': 0.17694997629208156, 'support': 875}, 'weighted avg': {'precision': 0.2056139255702281, 'recall': 0.15657142857142858, 'f1-score': 0.17566294113662534, 'support': 875}}
Token level accuracy: 0.5598268398268398
Wrong BIO-Encoding 3/703 labels, 0.43%
Test-Data: Prec: 0.196, Rec: 0.157, F1: 0.1740

Scores from epoch with best dev-scores:
  Dev-Score: 0.3750
  Test-Score 0.1660

5.42 sec for evaluation

--------- Epoch 21 -----------
933.79 sec for training (17965.84 total)
-- cmv_modes1 --
{'C': {'precision': 0.058823529411764705, 'recall': 0.0625, 'f1-score': 0.06060606060606061, 'support': 16}, 'P': {'precision': 0.34782608695652173, 'recall': 0.5161290322580645, 'f1-score': 0.4155844155844156, 'support': 31}, 'micro avg': {'precision': 0.2698412698412698, 'recall': 0.3617021276595745, 'f1-score': 0.3090909090909091, 'support': 47}, 'macro avg': {'precision': 0.20332480818414322, 'recall': 0.28931451612903225, 'f1-score': 0.2380952380952381, 'support': 47}, 'weighted avg': {'precision': 0.24944223757958317, 'recall': 0.3617021276595745, 'f1-score': 0.29474072027263515, 'support': 47}}
Token level accuracy: 0.5278658812868147
Wrong BIO-Encoding 74/136 labels, 54.41%
{'C': {'precision': 0.058823529411764705, 'recall': 0.0625, 'f1-score': 0.06060606060606061, 'support': 16}, 'P': {'precision': 0.34782608695652173, 'recall': 0.5161290322580645, 'f1-score': 0.4155844155844156, 'support': 31}, 'micro avg': {'precision': 0.2698412698412698, 'recall': 0.3617021276595745, 'f1-score': 0.3090909090909091, 'support': 47}, 'macro avg': {'precision': 0.20332480818414322, 'recall': 0.28931451612903225, 'f1-score': 0.2380952380952381, 'support': 47}, 'weighted avg': {'precision': 0.24944223757958317, 'recall': 0.3617021276595745, 'f1-score': 0.29474072027263515, 'support': 47}}
Token level accuracy: 0.5278658812868147
Wrong BIO-Encoding 1/63 labels, 1.59%
Dev-Data: Prec: 0.274, Rec: 0.362, F1: 0.3119
{'C': {'precision': 0.2154696132596685, 'recall': 0.1897810218978102, 'f1-score': 0.2018111254851229, 'support': 411}, 'P': {'precision': 0.17258883248730963, 'recall': 0.14655172413793102, 'f1-score': 0.1585081585081585, 'support': 464}, 'micro avg': {'precision': 0.1931216931216931, 'recall': 0.16685714285714287, 'f1-score': 0.17903126916002454, 'support': 875}, 'macro avg': {'precision': 0.19402922287348906, 'recall': 0.16816637301787063, 'f1-score': 0.1801596419966407, 'support': 875}, 'weighted avg': {'precision': 0.19273054779866905, 'recall': 0.16685714285714287, 'f1-score': 0.17884818071105263, 'support': 875}}
Token level accuracy: 0.5823953823953824
Wrong BIO-Encoding 46/799 labels, 5.76%
{'C': {'precision': 0.2154696132596685, 'recall': 0.1897810218978102, 'f1-score': 0.2018111254851229, 'support': 411}, 'P': {'precision': 0.17258883248730963, 'recall': 0.14655172413793102, 'f1-score': 0.1585081585081585, 'support': 464}, 'micro avg': {'precision': 0.1931216931216931, 'recall': 0.16685714285714287, 'f1-score': 0.17903126916002454, 'support': 875}, 'macro avg': {'precision': 0.19402922287348906, 'recall': 0.16816637301787063, 'f1-score': 0.1801596419966407, 'support': 875}, 'weighted avg': {'precision': 0.19273054779866905, 'recall': 0.16685714285714287, 'f1-score': 0.17884818071105263, 'support': 875}}
Token level accuracy: 0.5823953823953824
Wrong BIO-Encoding 3/756 labels, 0.40%
Test-Data: Prec: 0.194, Rec: 0.167, F1: 0.1794

Scores from epoch with best dev-scores:
  Dev-Score: 0.3750
  Test-Score 0.1660

4.88 sec for evaluation

--------- Epoch 22 -----------
912.31 sec for training (18878.15 total)
-- cmv_modes1 --
{'C': {'precision': 0.06666666666666667, 'recall': 0.0625, 'f1-score': 0.06451612903225808, 'support': 16}, 'P': {'precision': 0.47368421052631576, 'recall': 0.5806451612903226, 'f1-score': 0.5217391304347826, 'support': 31}, 'micro avg': {'precision': 0.3584905660377358, 'recall': 0.40425531914893614, 'f1-score': 0.38, 'support': 47}, 'macro avg': {'precision': 0.27017543859649124, 'recall': 0.3215725806451613, 'f1-score': 0.29312762973352036, 'support': 47}, 'weighted avg': {'precision': 0.3351250466592012, 'recall': 0.40425531914893614, 'f1-score': 0.36608874697860405, 'support': 47}}
Token level accuracy: 0.6248300860897146
{'C': {'precision': 0.06666666666666667, 'recall': 0.0625, 'f1-score': 0.06451612903225808, 'support': 16}, 'P': {'precision': 0.47368421052631576, 'recall': 0.5806451612903226, 'f1-score': 0.5217391304347826, 'support': 31}, 'micro avg': {'precision': 0.3584905660377358, 'recall': 0.40425531914893614, 'f1-score': 0.38, 'support': 47}, 'macro avg': {'precision': 0.27017543859649124, 'recall': 0.3215725806451613, 'f1-score': 0.29312762973352036, 'support': 47}, 'weighted avg': {'precision': 0.3351250466592012, 'recall': 0.40425531914893614, 'f1-score': 0.36608874697860405, 'support': 47}}
Token level accuracy: 0.6248300860897146
Dev-Data: Prec: 0.358, Rec: 0.404, F1: 0.3800
{'C': {'precision': 0.22388059701492538, 'recall': 0.145985401459854, 'f1-score': 0.1767304860088365, 'support': 411}, 'P': {'precision': 0.1875, 'recall': 0.15517241379310345, 'f1-score': 0.169811320754717, 'support': 464}, 'micro avg': {'precision': 0.20245398773006135, 'recall': 0.15085714285714286, 'f1-score': 0.17288801571709234, 'support': 875}, 'macro avg': {'precision': 0.20569029850746268, 'recall': 0.15057890762647874, 'f1-score': 0.17327090338177675, 'support': 875}, 'weighted avg': {'precision': 0.20458848614072495, 'recall': 0.15085714285714286, 'f1-score': 0.17306135151979485, 'support': 875}}
Token level accuracy: 0.540952380952381
Wrong BIO-Encoding 106/753 labels, 14.08%
{'C': {'precision': 0.22388059701492538, 'recall': 0.145985401459854, 'f1-score': 0.1767304860088365, 'support': 411}, 'P': {'precision': 0.1875, 'recall': 0.15517241379310345, 'f1-score': 0.169811320754717, 'support': 464}, 'micro avg': {'precision': 0.20245398773006135, 'recall': 0.15085714285714286, 'f1-score': 0.17288801571709234, 'support': 875}, 'macro avg': {'precision': 0.20569029850746268, 'recall': 0.15057890762647874, 'f1-score': 0.17327090338177675, 'support': 875}, 'weighted avg': {'precision': 0.20458848614072495, 'recall': 0.15085714285714286, 'f1-score': 0.17306135151979485, 'support': 875}}
Token level accuracy: 0.540952380952381
Wrong BIO-Encoding 5/652 labels, 0.77%
Test-Data: Prec: 0.204, Rec: 0.151, F1: 0.1735

Scores from epoch with best dev-scores:
  Dev-Score: 0.3800
  Test-Score 0.1735

6.07 sec for evaluation

--------- Epoch 23 -----------
901.12 sec for training (19779.27 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.33962264150943394, 'recall': 0.5806451612903226, 'f1-score': 0.42857142857142855, 'support': 31}, 'micro avg': {'precision': 0.3103448275862069, 'recall': 0.3829787234042553, 'f1-score': 0.3428571428571428, 'support': 47}, 'macro avg': {'precision': 0.16981132075471697, 'recall': 0.2903225806451613, 'f1-score': 0.21428571428571427, 'support': 47}, 'weighted avg': {'precision': 0.22400642312324365, 'recall': 0.3829787234042553, 'f1-score': 0.2826747720364741, 'support': 47}}
Token level accuracy: 0.5446307204349796
Wrong BIO-Encoding 74/131 labels, 56.49%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.33962264150943394, 'recall': 0.5806451612903226, 'f1-score': 0.42857142857142855, 'support': 31}, 'micro avg': {'precision': 0.3103448275862069, 'recall': 0.3829787234042553, 'f1-score': 0.3428571428571428, 'support': 47}, 'macro avg': {'precision': 0.16981132075471697, 'recall': 0.2903225806451613, 'f1-score': 0.21428571428571427, 'support': 47}, 'weighted avg': {'precision': 0.22400642312324365, 'recall': 0.3829787234042553, 'f1-score': 0.2826747720364741, 'support': 47}}
Token level accuracy: 0.5446307204349796
Wrong BIO-Encoding 1/58 labels, 1.72%
Dev-Data: Prec: 0.316, Rec: 0.383, F1: 0.3462
{'C': {'precision': 0.35294117647058826, 'recall': 0.11678832116788321, 'f1-score': 0.17550274223034734, 'support': 411}, 'P': {'precision': 0.15476190476190477, 'recall': 0.1961206896551724, 'f1-score': 0.17300380228136883, 'support': 464}, 'micro avg': {'precision': 0.1919889502762431, 'recall': 0.15885714285714286, 'f1-score': 0.17385866166353972, 'support': 875}, 'macro avg': {'precision': 0.2538515406162465, 'recall': 0.1564545054115278, 'f1-score': 0.17425327225585807, 'support': 875}, 'weighted avg': {'precision': 0.24784953981592636, 'recall': 0.15885714285714286, 'f1-score': 0.17417759007454617, 'support': 875}}
Token level accuracy: 0.5577489177489178
Wrong BIO-Encoding 14/737 labels, 1.90%
{'C': {'precision': 0.35294117647058826, 'recall': 0.11678832116788321, 'f1-score': 0.17550274223034734, 'support': 411}, 'P': {'precision': 0.15476190476190477, 'recall': 0.1961206896551724, 'f1-score': 0.17300380228136883, 'support': 464}, 'micro avg': {'precision': 0.1919889502762431, 'recall': 0.15885714285714286, 'f1-score': 0.17385866166353972, 'support': 875}, 'macro avg': {'precision': 0.2538515406162465, 'recall': 0.1564545054115278, 'f1-score': 0.17425327225585807, 'support': 875}, 'weighted avg': {'precision': 0.24784953981592636, 'recall': 0.15885714285714286, 'f1-score': 0.17417759007454617, 'support': 875}}
Token level accuracy: 0.5577489177489178
Wrong BIO-Encoding 1/724 labels, 0.14%
Test-Data: Prec: 0.192, Rec: 0.159, F1: 0.1740

Scores from epoch with best dev-scores:
  Dev-Score: 0.3800
  Test-Score 0.1735

5.41 sec for evaluation

--------- Epoch 24 -----------
989.40 sec for training (20768.67 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.425531914893617, 'recall': 0.6451612903225806, 'f1-score': 0.5128205128205128, 'support': 31}, 'micro avg': {'precision': 0.31746031746031744, 'recall': 0.425531914893617, 'f1-score': 0.36363636363636365, 'support': 47}, 'macro avg': {'precision': 0.2127659574468085, 'recall': 0.3225806451612903, 'f1-score': 0.2564102564102564, 'support': 47}, 'weighted avg': {'precision': 0.2806699864191942, 'recall': 0.425531914893617, 'f1-score': 0.3382433169667212, 'support': 47}}
Token level accuracy: 0.5555052106932488
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.425531914893617, 'recall': 0.6451612903225806, 'f1-score': 0.5128205128205128, 'support': 31}, 'micro avg': {'precision': 0.31746031746031744, 'recall': 0.425531914893617, 'f1-score': 0.36363636363636365, 'support': 47}, 'macro avg': {'precision': 0.2127659574468085, 'recall': 0.3225806451612903, 'f1-score': 0.2564102564102564, 'support': 47}, 'weighted avg': {'precision': 0.2806699864191942, 'recall': 0.425531914893617, 'f1-score': 0.3382433169667212, 'support': 47}}
Token level accuracy: 0.5555052106932488
Dev-Data: Prec: 0.317, Rec: 0.426, F1: 0.3636
{'C': {'precision': 0.21637426900584794, 'recall': 0.18004866180048662, 'f1-score': 0.19654714475431606, 'support': 411}, 'P': {'precision': 0.18848167539267016, 'recall': 0.15517241379310345, 'f1-score': 0.1702127659574468, 'support': 464}, 'micro avg': {'precision': 0.20165745856353592, 'recall': 0.16685714285714287, 'f1-score': 0.18261413383364605, 'support': 875}, 'macro avg': {'precision': 0.20242797219925907, 'recall': 0.16761053779679502, 'f1-score': 0.18337995535588142, 'support': 875}, 'weighted avg': {'precision': 0.20158322507840282, 'recall': 0.16685714285714287, 'f1-score': 0.1825823998837477, 'support': 875}}
Token level accuracy: 0.5801443001443002
Wrong BIO-Encoding 33/755 labels, 4.37%
{'C': {'precision': 0.21637426900584794, 'recall': 0.18004866180048662, 'f1-score': 0.19654714475431606, 'support': 411}, 'P': {'precision': 0.18848167539267016, 'recall': 0.15517241379310345, 'f1-score': 0.1702127659574468, 'support': 464}, 'micro avg': {'precision': 0.20165745856353592, 'recall': 0.16685714285714287, 'f1-score': 0.18261413383364605, 'support': 875}, 'macro avg': {'precision': 0.20242797219925907, 'recall': 0.16761053779679502, 'f1-score': 0.18337995535588142, 'support': 875}, 'weighted avg': {'precision': 0.20158322507840282, 'recall': 0.16685714285714287, 'f1-score': 0.1825823998837477, 'support': 875}}
Token level accuracy: 0.5801443001443002
Wrong BIO-Encoding 2/724 labels, 0.28%
Test-Data: Prec: 0.202, Rec: 0.167, F1: 0.1828

Scores from epoch with best dev-scores:
  Dev-Score: 0.3800
  Test-Score 0.1735

5.44 sec for evaluation

--------- Epoch 25 -----------
909.69 sec for training (21678.37 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.34615384615384615, 'recall': 0.5806451612903226, 'f1-score': 0.43373493975903615, 'support': 31}, 'micro avg': {'precision': 0.2903225806451613, 'recall': 0.3829787234042553, 'f1-score': 0.3302752293577982, 'support': 47}, 'macro avg': {'precision': 0.17307692307692307, 'recall': 0.2903225806451613, 'f1-score': 0.21686746987951808, 'support': 47}, 'weighted avg': {'precision': 0.2283142389525368, 'recall': 0.3829787234042553, 'f1-score': 0.28608049218149195, 'support': 47}}
Token level accuracy: 0.5043044857272315
Wrong BIO-Encoding 73/134 labels, 54.48%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.34615384615384615, 'recall': 0.5806451612903226, 'f1-score': 0.43373493975903615, 'support': 31}, 'micro avg': {'precision': 0.2903225806451613, 'recall': 0.3829787234042553, 'f1-score': 0.3302752293577982, 'support': 47}, 'macro avg': {'precision': 0.17307692307692307, 'recall': 0.2903225806451613, 'f1-score': 0.21686746987951808, 'support': 47}, 'weighted avg': {'precision': 0.2283142389525368, 'recall': 0.3829787234042553, 'f1-score': 0.28608049218149195, 'support': 47}}
Token level accuracy: 0.5043044857272315
Wrong BIO-Encoding 1/62 labels, 1.61%
Dev-Data: Prec: 0.295, Rec: 0.383, F1: 0.3333
{'C': {'precision': 0.26066350710900477, 'recall': 0.13381995133819952, 'f1-score': 0.17684887459807072, 'support': 411}, 'P': {'precision': 0.17009345794392525, 'recall': 0.1961206896551724, 'f1-score': 0.18218218218218218, 'support': 464}, 'micro avg': {'precision': 0.19571045576407506, 'recall': 0.16685714285714287, 'f1-score': 0.18013571869216533, 'support': 875}, 'macro avg': {'precision': 0.21537848252646502, 'recall': 0.16497032049668597, 'f1-score': 0.17951552839012647, 'support': 875}, 'weighted avg': {'precision': 0.21263550389460834, 'recall': 0.16685714285714287, 'f1-score': 0.1796770514198167, 'support': 875}}
Token level accuracy: 0.5912265512265512
Wrong BIO-Encoding 14/758 labels, 1.85%
{'C': {'precision': 0.26066350710900477, 'recall': 0.13381995133819952, 'f1-score': 0.17684887459807072, 'support': 411}, 'P': {'precision': 0.17009345794392525, 'recall': 0.1961206896551724, 'f1-score': 0.18218218218218218, 'support': 464}, 'micro avg': {'precision': 0.19571045576407506, 'recall': 0.16685714285714287, 'f1-score': 0.18013571869216533, 'support': 875}, 'macro avg': {'precision': 0.21537848252646502, 'recall': 0.16497032049668597, 'f1-score': 0.17951552839012647, 'support': 875}, 'weighted avg': {'precision': 0.21263550389460834, 'recall': 0.16685714285714287, 'f1-score': 0.1796770514198167, 'support': 875}}
Token level accuracy: 0.5912265512265512
Wrong BIO-Encoding 2/746 labels, 0.27%
Test-Data: Prec: 0.196, Rec: 0.167, F1: 0.1804

Scores from epoch with best dev-scores:
  Dev-Score: 0.3800
  Test-Score 0.1735

4.74 sec for evaluation

--------- Epoch 26 -----------
910.91 sec for training (22589.27 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.3877551020408163, 'recall': 0.6129032258064516, 'f1-score': 0.4749999999999999, 'support': 31}, 'micro avg': {'precision': 0.3114754098360656, 'recall': 0.40425531914893614, 'f1-score': 0.3518518518518519, 'support': 47}, 'macro avg': {'precision': 0.19387755102040816, 'recall': 0.3064516129032258, 'f1-score': 0.23749999999999996, 'support': 47}, 'weighted avg': {'precision': 0.25575336517585756, 'recall': 0.40425531914893614, 'f1-score': 0.3132978723404255, 'support': 47}}
Token level accuracy: 0.5586769370185772
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.3877551020408163, 'recall': 0.6129032258064516, 'f1-score': 0.4749999999999999, 'support': 31}, 'micro avg': {'precision': 0.3114754098360656, 'recall': 0.40425531914893614, 'f1-score': 0.3518518518518519, 'support': 47}, 'macro avg': {'precision': 0.19387755102040816, 'recall': 0.3064516129032258, 'f1-score': 0.23749999999999996, 'support': 47}, 'weighted avg': {'precision': 0.25575336517585756, 'recall': 0.40425531914893614, 'f1-score': 0.3132978723404255, 'support': 47}}
Token level accuracy: 0.5586769370185772
Dev-Data: Prec: 0.311, Rec: 0.404, F1: 0.3519
{'C': {'precision': 0.2675438596491228, 'recall': 0.14841849148418493, 'f1-score': 0.1909233176838811, 'support': 411}, 'P': {'precision': 0.1799163179916318, 'recall': 0.1853448275862069, 'f1-score': 0.18259023354564755, 'support': 464}, 'micro avg': {'precision': 0.20821529745042494, 'recall': 0.168, 'f1-score': 0.18595825426944976, 'support': 875}, 'macro avg': {'precision': 0.22373008882037732, 'recall': 0.1668816595351959, 'f1-score': 0.18675677561476434, 'support': 875}, 'weighted avg': {'precision': 0.22107622613017902, 'recall': 0.168, 'f1-score': 0.18650440220943496, 'support': 875}}
Token level accuracy: 0.5851082251082251
Wrong BIO-Encoding 9/714 labels, 1.26%
{'C': {'precision': 0.2675438596491228, 'recall': 0.14841849148418493, 'f1-score': 0.1909233176838811, 'support': 411}, 'P': {'precision': 0.1799163179916318, 'recall': 0.1853448275862069, 'f1-score': 0.18259023354564755, 'support': 464}, 'micro avg': {'precision': 0.20821529745042494, 'recall': 0.168, 'f1-score': 0.18595825426944976, 'support': 875}, 'macro avg': {'precision': 0.22373008882037732, 'recall': 0.1668816595351959, 'f1-score': 0.18675677561476434, 'support': 875}, 'weighted avg': {'precision': 0.22107622613017902, 'recall': 0.168, 'f1-score': 0.18650440220943496, 'support': 875}}
Token level accuracy: 0.5851082251082251
Wrong BIO-Encoding 1/706 labels, 0.14%
Test-Data: Prec: 0.209, Rec: 0.168, F1: 0.1861

Scores from epoch with best dev-scores:
  Dev-Score: 0.3800
  Test-Score 0.1735

4.79 sec for evaluation

--------- Epoch 27 -----------
925.46 sec for training (23514.74 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.4444444444444444, 'recall': 0.6451612903225806, 'f1-score': 0.5263157894736842, 'support': 31}, 'micro avg': {'precision': 0.37037037037037035, 'recall': 0.425531914893617, 'f1-score': 0.39603960396039606, 'support': 47}, 'macro avg': {'precision': 0.2222222222222222, 'recall': 0.3225806451612903, 'f1-score': 0.2631578947368421, 'support': 47}, 'weighted avg': {'precision': 0.29314420803782504, 'recall': 0.425531914893617, 'f1-score': 0.34714445688689805, 'support': 47}}
Token level accuracy: 0.5980969642048029
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.4444444444444444, 'recall': 0.6451612903225806, 'f1-score': 0.5263157894736842, 'support': 31}, 'micro avg': {'precision': 0.37037037037037035, 'recall': 0.425531914893617, 'f1-score': 0.39603960396039606, 'support': 47}, 'macro avg': {'precision': 0.2222222222222222, 'recall': 0.3225806451612903, 'f1-score': 0.2631578947368421, 'support': 47}, 'weighted avg': {'precision': 0.29314420803782504, 'recall': 0.425531914893617, 'f1-score': 0.34714445688689805, 'support': 47}}
Token level accuracy: 0.5980969642048029
Dev-Data: Prec: 0.370, Rec: 0.426, F1: 0.3960
{'C': {'precision': 0.24736842105263157, 'recall': 0.11435523114355231, 'f1-score': 0.15640599001663893, 'support': 411}, 'P': {'precision': 0.1761006289308176, 'recall': 0.1810344827586207, 'f1-score': 0.17853347502656747, 'support': 464}, 'micro avg': {'precision': 0.19640179910044978, 'recall': 0.14971428571428572, 'f1-score': 0.16990920881971466, 'support': 875}, 'macro avg': {'precision': 0.21173452499172457, 'recall': 0.1476948569510865, 'f1-score': 0.1674697325216032, 'support': 875}, 'weighted avg': {'precision': 0.20957612900174966, 'recall': 0.14971428571428572, 'f1-score': 0.1681398792104753, 'support': 875}}
Token level accuracy: 0.5616738816738817
Wrong BIO-Encoding 28/693 labels, 4.04%
{'C': {'precision': 0.24736842105263157, 'recall': 0.11435523114355231, 'f1-score': 0.15640599001663893, 'support': 411}, 'P': {'precision': 0.1761006289308176, 'recall': 0.1810344827586207, 'f1-score': 0.17853347502656747, 'support': 464}, 'micro avg': {'precision': 0.19640179910044978, 'recall': 0.14971428571428572, 'f1-score': 0.16990920881971466, 'support': 875}, 'macro avg': {'precision': 0.21173452499172457, 'recall': 0.1476948569510865, 'f1-score': 0.1674697325216032, 'support': 875}, 'weighted avg': {'precision': 0.20957612900174966, 'recall': 0.14971428571428572, 'f1-score': 0.1681398792104753, 'support': 875}}
Token level accuracy: 0.5616738816738817
Wrong BIO-Encoding 2/667 labels, 0.30%
Test-Data: Prec: 0.197, Rec: 0.150, F1: 0.1701

Scores from epoch with best dev-scores:
  Dev-Score: 0.3960
  Test-Score 0.1701

5.98 sec for evaluation

--------- Epoch 28 -----------
989.47 sec for training (24504.20 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.45161290322580644, 'recall': 0.45161290322580644, 'f1-score': 0.45161290322580644, 'support': 31}, 'micro avg': {'precision': 0.358974358974359, 'recall': 0.2978723404255319, 'f1-score': 0.3255813953488372, 'support': 47}, 'macro avg': {'precision': 0.22580645161290322, 'recall': 0.22580645161290322, 'f1-score': 0.22580645161290322, 'support': 47}, 'weighted avg': {'precision': 0.2978723404255319, 'recall': 0.2978723404255319, 'f1-score': 0.2978723404255319, 'support': 47}}
Token level accuracy: 0.6461259628454916
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.45161290322580644, 'recall': 0.45161290322580644, 'f1-score': 0.45161290322580644, 'support': 31}, 'micro avg': {'precision': 0.358974358974359, 'recall': 0.2978723404255319, 'f1-score': 0.3255813953488372, 'support': 47}, 'macro avg': {'precision': 0.22580645161290322, 'recall': 0.22580645161290322, 'f1-score': 0.22580645161290322, 'support': 47}, 'weighted avg': {'precision': 0.2978723404255319, 'recall': 0.2978723404255319, 'f1-score': 0.2978723404255319, 'support': 47}}
Token level accuracy: 0.6461259628454916
Dev-Data: Prec: 0.359, Rec: 0.298, F1: 0.3256
{'C': {'precision': 0.25263157894736843, 'recall': 0.17518248175182483, 'f1-score': 0.20689655172413796, 'support': 411}, 'P': {'precision': 0.19571045576407506, 'recall': 0.15732758620689655, 'f1-score': 0.17443249701314217, 'support': 464}, 'micro avg': {'precision': 0.22036474164133737, 'recall': 0.1657142857142857, 'f1-score': 0.18917155903457272, 'support': 875}, 'macro avg': {'precision': 0.22417101735572176, 'recall': 0.1662550339793607, 'f1-score': 0.19066452436864006, 'support': 875}, 'weighted avg': {'precision': 0.22244712048217058, 'recall': 0.1657142857142857, 'f1-score': 0.18968132728310702, 'support': 875}}
Token level accuracy: 0.5721789321789322
Wrong BIO-Encoding 34/690 labels, 4.93%
{'C': {'precision': 0.25263157894736843, 'recall': 0.17518248175182483, 'f1-score': 0.20689655172413796, 'support': 411}, 'P': {'precision': 0.19571045576407506, 'recall': 0.15732758620689655, 'f1-score': 0.17443249701314217, 'support': 464}, 'micro avg': {'precision': 0.22036474164133737, 'recall': 0.1657142857142857, 'f1-score': 0.18917155903457272, 'support': 875}, 'macro avg': {'precision': 0.22417101735572176, 'recall': 0.1662550339793607, 'f1-score': 0.19066452436864006, 'support': 875}, 'weighted avg': {'precision': 0.22244712048217058, 'recall': 0.1657142857142857, 'f1-score': 0.18968132728310702, 'support': 875}}
Token level accuracy: 0.5721789321789322
Wrong BIO-Encoding 2/658 labels, 0.30%
Test-Data: Prec: 0.221, Rec: 0.166, F1: 0.1894

Scores from epoch with best dev-scores:
  Dev-Score: 0.3960
  Test-Score 0.1701

5.40 sec for evaluation

--------- Epoch 29 -----------
964.89 sec for training (25469.10 total)
-- cmv_modes1 --
{'C': {'precision': 0.08695652173913043, 'recall': 0.125, 'f1-score': 0.10256410256410256, 'support': 16}, 'P': {'precision': 0.42857142857142855, 'recall': 0.2903225806451613, 'f1-score': 0.34615384615384615, 'support': 31}, 'micro avg': {'precision': 0.25, 'recall': 0.23404255319148937, 'f1-score': 0.24175824175824176, 'support': 47}, 'macro avg': {'precision': 0.2577639751552795, 'recall': 0.20766129032258066, 'f1-score': 0.22435897435897434, 'support': 47}, 'weighted avg': {'precision': 0.3122769922029866, 'recall': 0.23404255319148937, 'f1-score': 0.2632296781232951, 'support': 47}}
Token level accuracy: 0.61939284096058
{'C': {'precision': 0.08695652173913043, 'recall': 0.125, 'f1-score': 0.10256410256410256, 'support': 16}, 'P': {'precision': 0.42857142857142855, 'recall': 0.2903225806451613, 'f1-score': 0.34615384615384615, 'support': 31}, 'micro avg': {'precision': 0.25, 'recall': 0.23404255319148937, 'f1-score': 0.24175824175824176, 'support': 47}, 'macro avg': {'precision': 0.2577639751552795, 'recall': 0.20766129032258066, 'f1-score': 0.22435897435897434, 'support': 47}, 'weighted avg': {'precision': 0.3122769922029866, 'recall': 0.23404255319148937, 'f1-score': 0.2632296781232951, 'support': 47}}
Token level accuracy: 0.61939284096058
Dev-Data: Prec: 0.250, Rec: 0.234, F1: 0.2418
{'C': {'precision': 0.2075, 'recall': 0.20194647201946472, 'f1-score': 0.20468557336621454, 'support': 411}, 'P': {'precision': 0.2015810276679842, 'recall': 0.10991379310344827, 'f1-score': 0.1422594142259414, 'support': 464}, 'micro avg': {'precision': 0.20520673813169985, 'recall': 0.15314285714285714, 'f1-score': 0.17539267015706805, 'support': 875}, 'macro avg': {'precision': 0.20454051383399208, 'recall': 0.1559301325614565, 'f1-score': 0.173472493796078, 'support': 875}, 'weighted avg': {'precision': 0.2043612535290796, 'recall': 0.15314285714285714, 'f1-score': 0.17158187297640112, 'support': 875}}
Token level accuracy: 0.5247330447330447
Wrong BIO-Encoding 24/675 labels, 3.56%
{'C': {'precision': 0.2075, 'recall': 0.20194647201946472, 'f1-score': 0.20468557336621454, 'support': 411}, 'P': {'precision': 0.2015810276679842, 'recall': 0.10991379310344827, 'f1-score': 0.1422594142259414, 'support': 464}, 'micro avg': {'precision': 0.20520673813169985, 'recall': 0.15314285714285714, 'f1-score': 0.17539267015706805, 'support': 875}, 'macro avg': {'precision': 0.20454051383399208, 'recall': 0.1559301325614565, 'f1-score': 0.173472493796078, 'support': 875}, 'weighted avg': {'precision': 0.2043612535290796, 'recall': 0.15314285714285714, 'f1-score': 0.17158187297640112, 'support': 875}}
Token level accuracy: 0.5247330447330447
Wrong BIO-Encoding 2/653 labels, 0.31%
Test-Data: Prec: 0.206, Rec: 0.153, F1: 0.1756

Scores from epoch with best dev-scores:
  Dev-Score: 0.3960
  Test-Score 0.1701

5.31 sec for evaluation

--------- Epoch 30 -----------
941.11 sec for training (26410.21 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.3392857142857143, 'recall': 0.6129032258064516, 'f1-score': 0.43678160919540227, 'support': 31}, 'micro avg': {'precision': 0.3220338983050847, 'recall': 0.40425531914893614, 'f1-score': 0.3584905660377358, 'support': 47}, 'macro avg': {'precision': 0.16964285714285715, 'recall': 0.3064516129032258, 'f1-score': 0.21839080459770113, 'support': 47}, 'weighted avg': {'precision': 0.2237841945288754, 'recall': 0.40425531914893614, 'f1-score': 0.2880899975544143, 'support': 47}}
Token level accuracy: 0.5713638423198912
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.3392857142857143, 'recall': 0.6129032258064516, 'f1-score': 0.43678160919540227, 'support': 31}, 'micro avg': {'precision': 0.3220338983050847, 'recall': 0.40425531914893614, 'f1-score': 0.3584905660377358, 'support': 47}, 'macro avg': {'precision': 0.16964285714285715, 'recall': 0.3064516129032258, 'f1-score': 0.21839080459770113, 'support': 47}, 'weighted avg': {'precision': 0.2237841945288754, 'recall': 0.40425531914893614, 'f1-score': 0.2880899975544143, 'support': 47}}
Token level accuracy: 0.5713638423198912
Dev-Data: Prec: 0.322, Rec: 0.404, F1: 0.3585
{'C': {'precision': 0.3162393162393162, 'recall': 0.09002433090024331, 'f1-score': 0.14015151515151517, 'support': 411}, 'P': {'precision': 0.14057507987220447, 'recall': 0.1896551724137931, 'f1-score': 0.16146788990825686, 'support': 464}, 'micro avg': {'precision': 0.16823687752355315, 'recall': 0.14285714285714285, 'f1-score': 0.1545117428924598, 'support': 875}, 'macro avg': {'precision': 0.22840719805576035, 'recall': 0.1398397516570182, 'f1-score': 0.150809702529886, 'support': 875}, 'weighted avg': {'precision': 0.22308708118292783, 'recall': 0.14285714285714285, 'f1-score': 0.1514552841653759, 'support': 875}}
Token level accuracy: 0.5436652236652236
Wrong BIO-Encoding 19/761 labels, 2.50%
{'C': {'precision': 0.3162393162393162, 'recall': 0.09002433090024331, 'f1-score': 0.14015151515151517, 'support': 411}, 'P': {'precision': 0.14057507987220447, 'recall': 0.1896551724137931, 'f1-score': 0.16146788990825686, 'support': 464}, 'micro avg': {'precision': 0.16823687752355315, 'recall': 0.14285714285714285, 'f1-score': 0.1545117428924598, 'support': 875}, 'macro avg': {'precision': 0.22840719805576035, 'recall': 0.1398397516570182, 'f1-score': 0.150809702529886, 'support': 875}, 'weighted avg': {'precision': 0.22308708118292783, 'recall': 0.14285714285714285, 'f1-score': 0.1514552841653759, 'support': 875}}
Token level accuracy: 0.5436652236652236
Wrong BIO-Encoding 1/743 labels, 0.13%
Test-Data: Prec: 0.168, Rec: 0.143, F1: 0.1546

Scores from epoch with best dev-scores:
  Dev-Score: 0.3960
  Test-Score 0.1701

4.91 sec for evaluation

--------- Epoch 31 -----------
914.80 sec for training (27325.01 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.391304347826087, 'recall': 0.5806451612903226, 'f1-score': 0.4675324675324675, 'support': 31}, 'micro avg': {'precision': 0.2727272727272727, 'recall': 0.3829787234042553, 'f1-score': 0.3185840707964601, 'support': 47}, 'macro avg': {'precision': 0.1956521739130435, 'recall': 0.2903225806451613, 'f1-score': 0.23376623376623376, 'support': 47}, 'weighted avg': {'precision': 0.25809435707678074, 'recall': 0.3829787234042553, 'f1-score': 0.3083724785852445, 'support': 47}}
Token level accuracy: 0.520163117353874
Wrong BIO-Encoding 41/106 labels, 38.68%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.391304347826087, 'recall': 0.5806451612903226, 'f1-score': 0.4675324675324675, 'support': 31}, 'micro avg': {'precision': 0.2727272727272727, 'recall': 0.3829787234042553, 'f1-score': 0.3185840707964601, 'support': 47}, 'macro avg': {'precision': 0.1956521739130435, 'recall': 0.2903225806451613, 'f1-score': 0.23376623376623376, 'support': 47}, 'weighted avg': {'precision': 0.25809435707678074, 'recall': 0.3829787234042553, 'f1-score': 0.3083724785852445, 'support': 47}}
Token level accuracy: 0.520163117353874
Wrong BIO-Encoding 1/66 labels, 1.52%
Dev-Data: Prec: 0.277, Rec: 0.383, F1: 0.3214
{'C': {'precision': 0.2743055555555556, 'recall': 0.1922141119221411, 'f1-score': 0.22603719599427755, 'support': 411}, 'P': {'precision': 0.16455696202531644, 'recall': 0.16810344827586207, 'f1-score': 0.16631130063965882, 'support': 464}, 'micro avg': {'precision': 0.20603674540682415, 'recall': 0.17942857142857144, 'f1-score': 0.19181429444105072, 'support': 875}, 'macro avg': {'precision': 0.219431258790436, 'recall': 0.1801587800990016, 'f1-score': 0.19617424831696817, 'support': 875}, 'weighted avg': {'precision': 0.2161074442435202, 'recall': 0.17942857142857144, 'f1-score': 0.19436540691479975, 'support': 875}}
Token level accuracy: 0.5797402597402598
Wrong BIO-Encoding 28/788 labels, 3.55%
{'C': {'precision': 0.2743055555555556, 'recall': 0.1922141119221411, 'f1-score': 0.22603719599427755, 'support': 411}, 'P': {'precision': 0.16455696202531644, 'recall': 0.16810344827586207, 'f1-score': 0.16631130063965882, 'support': 464}, 'micro avg': {'precision': 0.20603674540682415, 'recall': 0.17942857142857144, 'f1-score': 0.19181429444105072, 'support': 875}, 'macro avg': {'precision': 0.219431258790436, 'recall': 0.1801587800990016, 'f1-score': 0.19617424831696817, 'support': 875}, 'weighted avg': {'precision': 0.2161074442435202, 'recall': 0.17942857142857144, 'f1-score': 0.19436540691479975, 'support': 875}}
Token level accuracy: 0.5797402597402598
Wrong BIO-Encoding 2/762 labels, 0.26%
Test-Data: Prec: 0.207, Rec: 0.179, F1: 0.1920

Scores from epoch with best dev-scores:
  Dev-Score: 0.3960
  Test-Score 0.1701

4.80 sec for evaluation

--------- Epoch 32 -----------
941.27 sec for training (28266.28 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.38095238095238093, 'recall': 0.5161290322580645, 'f1-score': 0.4383561643835616, 'support': 31}, 'micro avg': {'precision': 0.25396825396825395, 'recall': 0.3404255319148936, 'f1-score': 0.29090909090909084, 'support': 47}, 'macro avg': {'precision': 0.19047619047619047, 'recall': 0.25806451612903225, 'f1-score': 0.2191780821917808, 'support': 47}, 'weighted avg': {'precision': 0.2512664640324215, 'recall': 0.3404255319148936, 'f1-score': 0.2891285339551151, 'support': 47}}
Token level accuracy: 0.5604893520616221
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.38095238095238093, 'recall': 0.5161290322580645, 'f1-score': 0.4383561643835616, 'support': 31}, 'micro avg': {'precision': 0.25396825396825395, 'recall': 0.3404255319148936, 'f1-score': 0.29090909090909084, 'support': 47}, 'macro avg': {'precision': 0.19047619047619047, 'recall': 0.25806451612903225, 'f1-score': 0.2191780821917808, 'support': 47}, 'weighted avg': {'precision': 0.2512664640324215, 'recall': 0.3404255319148936, 'f1-score': 0.2891285339551151, 'support': 47}}
Token level accuracy: 0.5604893520616221
Dev-Data: Prec: 0.254, Rec: 0.340, F1: 0.2909
{'C': {'precision': 0.2, 'recall': 0.1678832116788321, 'f1-score': 0.18253968253968256, 'support': 411}, 'P': {'precision': 0.18733509234828497, 'recall': 0.15301724137931033, 'f1-score': 0.16844602609727163, 'support': 464}, 'micro avg': {'precision': 0.19337016574585636, 'recall': 0.16, 'f1-score': 0.17510944340212634, 'support': 875}, 'macro avg': {'precision': 0.1936675461741425, 'recall': 0.1604502265290712, 'f1-score': 0.1754928543184771, 'support': 875}, 'weighted avg': {'precision': 0.19328398039954767, 'recall': 0.16, 'f1-score': 0.17506601786622125, 'support': 875}}
Token level accuracy: 0.5676190476190476
Wrong BIO-Encoding 19/742 labels, 2.56%
{'C': {'precision': 0.2, 'recall': 0.1678832116788321, 'f1-score': 0.18253968253968256, 'support': 411}, 'P': {'precision': 0.18733509234828497, 'recall': 0.15301724137931033, 'f1-score': 0.16844602609727163, 'support': 464}, 'micro avg': {'precision': 0.19337016574585636, 'recall': 0.16, 'f1-score': 0.17510944340212634, 'support': 875}, 'macro avg': {'precision': 0.1936675461741425, 'recall': 0.1604502265290712, 'f1-score': 0.1754928543184771, 'support': 875}, 'weighted avg': {'precision': 0.19328398039954767, 'recall': 0.16, 'f1-score': 0.17506601786622125, 'support': 875}}
Token level accuracy: 0.5676190476190476
Wrong BIO-Encoding 1/724 labels, 0.14%
Test-Data: Prec: 0.194, Rec: 0.160, F1: 0.1752

Scores from epoch with best dev-scores:
  Dev-Score: 0.3960
  Test-Score 0.1701

5.41 sec for evaluation

--------- Epoch 33 -----------
946.20 sec for training (29212.47 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.45, 'recall': 0.5806451612903226, 'f1-score': 0.5070422535211268, 'support': 31}, 'micro avg': {'precision': 0.3157894736842105, 'recall': 0.3829787234042553, 'f1-score': 0.34615384615384615, 'support': 47}, 'macro avg': {'precision': 0.225, 'recall': 0.2903225806451613, 'f1-score': 0.2535211267605634, 'support': 47}, 'weighted avg': {'precision': 0.2968085106382979, 'recall': 0.3829787234042553, 'f1-score': 0.33443212466287087, 'support': 47}}
Token level accuracy: 0.6456728590847304
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.45, 'recall': 0.5806451612903226, 'f1-score': 0.5070422535211268, 'support': 31}, 'micro avg': {'precision': 0.3157894736842105, 'recall': 0.3829787234042553, 'f1-score': 0.34615384615384615, 'support': 47}, 'macro avg': {'precision': 0.225, 'recall': 0.2903225806451613, 'f1-score': 0.2535211267605634, 'support': 47}, 'weighted avg': {'precision': 0.2968085106382979, 'recall': 0.3829787234042553, 'f1-score': 0.33443212466287087, 'support': 47}}
Token level accuracy: 0.6456728590847304
Dev-Data: Prec: 0.316, Rec: 0.383, F1: 0.3462
{'C': {'precision': 0.22023809523809523, 'recall': 0.18004866180048662, 'f1-score': 0.19812583668005357, 'support': 411}, 'P': {'precision': 0.1889763779527559, 'recall': 0.15517241379310345, 'f1-score': 0.17041420118343195, 'support': 464}, 'micro avg': {'precision': 0.20362622036262204, 'recall': 0.16685714285714287, 'f1-score': 0.18341708542713567, 'support': 875}, 'macro avg': {'precision': 0.20460723659542557, 'recall': 0.16761053779679502, 'f1-score': 0.18427001893174277, 'support': 875}, 'weighted avg': {'precision': 0.203660453157641, 'recall': 0.16685714285714287, 'f1-score': 0.18343075225670225, 'support': 875}}
Token level accuracy: 0.5533621933621934
Wrong BIO-Encoding 20/735 labels, 2.72%
{'C': {'precision': 0.22023809523809523, 'recall': 0.18004866180048662, 'f1-score': 0.19812583668005357, 'support': 411}, 'P': {'precision': 0.1889763779527559, 'recall': 0.15517241379310345, 'f1-score': 0.17041420118343195, 'support': 464}, 'micro avg': {'precision': 0.20362622036262204, 'recall': 0.16685714285714287, 'f1-score': 0.18341708542713567, 'support': 875}, 'macro avg': {'precision': 0.20460723659542557, 'recall': 0.16761053779679502, 'f1-score': 0.18427001893174277, 'support': 875}, 'weighted avg': {'precision': 0.203660453157641, 'recall': 0.16685714285714287, 'f1-score': 0.18343075225670225, 'support': 875}}
Token level accuracy: 0.5533621933621934
Wrong BIO-Encoding 2/717 labels, 0.28%
Test-Data: Prec: 0.204, Rec: 0.167, F1: 0.1836

Scores from epoch with best dev-scores:
  Dev-Score: 0.3960
  Test-Score 0.1701

4.80 sec for evaluation

--------- Epoch 34 -----------
918.34 sec for training (30130.81 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.3333333333333333, 'recall': 0.3548387096774194, 'f1-score': 0.34375, 'support': 31}, 'micro avg': {'precision': 0.21568627450980393, 'recall': 0.23404255319148937, 'f1-score': 0.22448979591836735, 'support': 47}, 'macro avg': {'precision': 0.16666666666666666, 'recall': 0.1774193548387097, 'f1-score': 0.171875, 'support': 47}, 'weighted avg': {'precision': 0.21985815602836878, 'recall': 0.23404255319148937, 'f1-score': 0.22672872340425532, 'support': 47}}
Token level accuracy: 0.5890348889895786
Wrong BIO-Encoding 18/68 labels, 26.47%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.3333333333333333, 'recall': 0.3548387096774194, 'f1-score': 0.34375, 'support': 31}, 'micro avg': {'precision': 0.21568627450980393, 'recall': 0.23404255319148937, 'f1-score': 0.22448979591836735, 'support': 47}, 'macro avg': {'precision': 0.16666666666666666, 'recall': 0.1774193548387097, 'f1-score': 0.171875, 'support': 47}, 'weighted avg': {'precision': 0.21985815602836878, 'recall': 0.23404255319148937, 'f1-score': 0.22672872340425532, 'support': 47}}
Token level accuracy: 0.5890348889895786
Wrong BIO-Encoding 1/51 labels, 1.96%
Dev-Data: Prec: 0.220, Rec: 0.234, F1: 0.2268
{'C': {'precision': 0.20843672456575682, 'recall': 0.20437956204379562, 'f1-score': 0.2063882063882064, 'support': 411}, 'P': {'precision': 0.23270440251572327, 'recall': 0.15948275862068967, 'f1-score': 0.18925831202046037, 'support': 464}, 'micro avg': {'precision': 0.21914008321775313, 'recall': 0.18057142857142858, 'f1-score': 0.19799498746867167, 'support': 875}, 'macro avg': {'precision': 0.22057056354074006, 'recall': 0.18193116033224266, 'f1-score': 0.19782325920433338, 'support': 875}, 'weighted avg': {'precision': 0.22130552750151047, 'recall': 0.18057142857142858, 'f1-score': 0.19730446811776736, 'support': 875}}
Token level accuracy: 0.5552669552669552
{'C': {'precision': 0.20843672456575682, 'recall': 0.20437956204379562, 'f1-score': 0.2063882063882064, 'support': 411}, 'P': {'precision': 0.23270440251572327, 'recall': 0.15948275862068967, 'f1-score': 0.18925831202046037, 'support': 464}, 'micro avg': {'precision': 0.21914008321775313, 'recall': 0.18057142857142858, 'f1-score': 0.19799498746867167, 'support': 875}, 'macro avg': {'precision': 0.22057056354074006, 'recall': 0.18193116033224266, 'f1-score': 0.19782325920433338, 'support': 875}, 'weighted avg': {'precision': 0.22130552750151047, 'recall': 0.18057142857142858, 'f1-score': 0.19730446811776736, 'support': 875}}
Token level accuracy: 0.5552669552669552
Test-Data: Prec: 0.219, Rec: 0.181, F1: 0.1980

Scores from epoch with best dev-scores:
  Dev-Score: 0.3960
  Test-Score 0.1701

4.77 sec for evaluation

--------- Epoch 35 -----------
915.24 sec for training (31046.05 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.3793103448275862, 'recall': 0.3548387096774194, 'f1-score': 0.36666666666666664, 'support': 31}, 'micro avg': {'precision': 0.22, 'recall': 0.23404255319148937, 'f1-score': 0.2268041237113402, 'support': 47}, 'macro avg': {'precision': 0.1896551724137931, 'recall': 0.1774193548387097, 'f1-score': 0.18333333333333332, 'support': 47}, 'weighted avg': {'precision': 0.25018341892883345, 'recall': 0.23404255319148937, 'f1-score': 0.24184397163120563, 'support': 47}}
Token level accuracy: 0.6547349342999547
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.3793103448275862, 'recall': 0.3548387096774194, 'f1-score': 0.36666666666666664, 'support': 31}, 'micro avg': {'precision': 0.22, 'recall': 0.23404255319148937, 'f1-score': 0.2268041237113402, 'support': 47}, 'macro avg': {'precision': 0.1896551724137931, 'recall': 0.1774193548387097, 'f1-score': 0.18333333333333332, 'support': 47}, 'weighted avg': {'precision': 0.25018341892883345, 'recall': 0.23404255319148937, 'f1-score': 0.24184397163120563, 'support': 47}}
Token level accuracy: 0.6547349342999547
Dev-Data: Prec: 0.220, Rec: 0.234, F1: 0.2268
{'C': {'precision': 0.2099737532808399, 'recall': 0.19464720194647203, 'f1-score': 0.20202020202020204, 'support': 411}, 'P': {'precision': 0.2222222222222222, 'recall': 0.15086206896551724, 'f1-score': 0.1797175866495507, 'support': 464}, 'micro avg': {'precision': 0.21551724137931033, 'recall': 0.17142857142857143, 'f1-score': 0.19096117122851686, 'support': 875}, 'macro avg': {'precision': 0.21609798775153105, 'recall': 0.17275463545599462, 'f1-score': 0.19086889433487636, 'support': 875}, 'weighted avg': {'precision': 0.2164689413823272, 'recall': 0.17142857142857143, 'f1-score': 0.19019344369793667, 'support': 875}}
Token level accuracy: 0.56
Wrong BIO-Encoding 10/705 labels, 1.42%
{'C': {'precision': 0.2099737532808399, 'recall': 0.19464720194647203, 'f1-score': 0.20202020202020204, 'support': 411}, 'P': {'precision': 0.2222222222222222, 'recall': 0.15086206896551724, 'f1-score': 0.1797175866495507, 'support': 464}, 'micro avg': {'precision': 0.21551724137931033, 'recall': 0.17142857142857143, 'f1-score': 0.19096117122851686, 'support': 875}, 'macro avg': {'precision': 0.21609798775153105, 'recall': 0.17275463545599462, 'f1-score': 0.19086889433487636, 'support': 875}, 'weighted avg': {'precision': 0.2164689413823272, 'recall': 0.17142857142857143, 'f1-score': 0.19019344369793667, 'support': 875}}
Token level accuracy: 0.56
Wrong BIO-Encoding 1/696 labels, 0.14%
Test-Data: Prec: 0.216, Rec: 0.171, F1: 0.1911

Scores from epoch with best dev-scores:
  Dev-Score: 0.3960
  Test-Score 0.1701

4.77 sec for evaluation

--------- Epoch 36 -----------
917.98 sec for training (31964.03 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.40540540540540543, 'recall': 0.4838709677419355, 'f1-score': 0.4411764705882353, 'support': 31}, 'micro avg': {'precision': 0.2727272727272727, 'recall': 0.3191489361702128, 'f1-score': 0.29411764705882354, 'support': 47}, 'macro avg': {'precision': 0.20270270270270271, 'recall': 0.24193548387096775, 'f1-score': 0.22058823529411764, 'support': 47}, 'weighted avg': {'precision': 0.2673950546290972, 'recall': 0.3191489361702128, 'f1-score': 0.2909887359198999, 'support': 47}}
Token level accuracy: 0.6062528318985048
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.40540540540540543, 'recall': 0.4838709677419355, 'f1-score': 0.4411764705882353, 'support': 31}, 'micro avg': {'precision': 0.2727272727272727, 'recall': 0.3191489361702128, 'f1-score': 0.29411764705882354, 'support': 47}, 'macro avg': {'precision': 0.20270270270270271, 'recall': 0.24193548387096775, 'f1-score': 0.22058823529411764, 'support': 47}, 'weighted avg': {'precision': 0.2673950546290972, 'recall': 0.3191489361702128, 'f1-score': 0.2909887359198999, 'support': 47}}
Token level accuracy: 0.6062528318985048
Dev-Data: Prec: 0.273, Rec: 0.319, F1: 0.2941
{'C': {'precision': 0.23480662983425415, 'recall': 0.20681265206812652, 'f1-score': 0.2199223803363519, 'support': 411}, 'P': {'precision': 0.1891891891891892, 'recall': 0.15086206896551724, 'f1-score': 0.16786570743405277, 'support': 464}, 'micro avg': {'precision': 0.21174863387978143, 'recall': 0.17714285714285713, 'f1-score': 0.1929060360920971, 'support': 875}, 'macro avg': {'precision': 0.21199790951172168, 'recall': 0.17883736051682186, 'f1-score': 0.19389404388520232, 'support': 875}, 'weighted avg': {'precision': 0.2106163527378997, 'recall': 0.17714285714285713, 'f1-score': 0.1923174703630184, 'support': 875}}
Token level accuracy: 0.5732756132756133
{'C': {'precision': 0.23480662983425415, 'recall': 0.20681265206812652, 'f1-score': 0.2199223803363519, 'support': 411}, 'P': {'precision': 0.1891891891891892, 'recall': 0.15086206896551724, 'f1-score': 0.16786570743405277, 'support': 464}, 'micro avg': {'precision': 0.21174863387978143, 'recall': 0.17714285714285713, 'f1-score': 0.1929060360920971, 'support': 875}, 'macro avg': {'precision': 0.21199790951172168, 'recall': 0.17883736051682186, 'f1-score': 0.19389404388520232, 'support': 875}, 'weighted avg': {'precision': 0.2106163527378997, 'recall': 0.17714285714285713, 'f1-score': 0.1923174703630184, 'support': 875}}
Token level accuracy: 0.5732756132756133
Test-Data: Prec: 0.212, Rec: 0.177, F1: 0.1929

Scores from epoch with best dev-scores:
  Dev-Score: 0.3960
  Test-Score 0.1701

4.75 sec for evaluation

--------- Epoch 37 -----------
926.34 sec for training (32890.37 total)
-- cmv_modes1 --
{'C': {'precision': 0.027777777777777776, 'recall': 0.0625, 'f1-score': 0.03846153846153846, 'support': 16}, 'P': {'precision': 0.25, 'recall': 0.0967741935483871, 'f1-score': 0.13953488372093023, 'support': 31}, 'micro avg': {'precision': 0.08333333333333333, 'recall': 0.0851063829787234, 'f1-score': 0.08421052631578947, 'support': 47}, 'macro avg': {'precision': 0.1388888888888889, 'recall': 0.07963709677419355, 'f1-score': 0.08899821109123435, 'support': 47}, 'weighted avg': {'precision': 0.1743498817966903, 'recall': 0.0851063829787234, 'f1-score': 0.10512693639858409, 'support': 47}}
Token level accuracy: 0.5618486633439057
{'C': {'precision': 0.027777777777777776, 'recall': 0.0625, 'f1-score': 0.03846153846153846, 'support': 16}, 'P': {'precision': 0.25, 'recall': 0.0967741935483871, 'f1-score': 0.13953488372093023, 'support': 31}, 'micro avg': {'precision': 0.08333333333333333, 'recall': 0.0851063829787234, 'f1-score': 0.08421052631578947, 'support': 47}, 'macro avg': {'precision': 0.1388888888888889, 'recall': 0.07963709677419355, 'f1-score': 0.08899821109123435, 'support': 47}, 'weighted avg': {'precision': 0.1743498817966903, 'recall': 0.0851063829787234, 'f1-score': 0.10512693639858409, 'support': 47}}
Token level accuracy: 0.5618486633439057
Dev-Data: Prec: 0.083, Rec: 0.085, F1: 0.0842
{'C': {'precision': 0.18026565464895636, 'recall': 0.23114355231143552, 'f1-score': 0.20255863539445632, 'support': 411}, 'P': {'precision': 0.23204419889502761, 'recall': 0.09051724137931035, 'f1-score': 0.13023255813953488, 'support': 464}, 'micro avg': {'precision': 0.19350282485875706, 'recall': 0.15657142857142858, 'f1-score': 0.17308907138344917, 'support': 875}, 'macro avg': {'precision': 0.206154926771992, 'recall': 0.16083039684537292, 'f1-score': 0.1663955967669956, 'support': 875}, 'weighted avg': {'precision': 0.2077230769691587, 'recall': 0.15657142857142858, 'f1-score': 0.16420514985584655, 'support': 875}}
Token level accuracy: 0.4617027417027417
{'C': {'precision': 0.18026565464895636, 'recall': 0.23114355231143552, 'f1-score': 0.20255863539445632, 'support': 411}, 'P': {'precision': 0.23204419889502761, 'recall': 0.09051724137931035, 'f1-score': 0.13023255813953488, 'support': 464}, 'micro avg': {'precision': 0.19350282485875706, 'recall': 0.15657142857142858, 'f1-score': 0.17308907138344917, 'support': 875}, 'macro avg': {'precision': 0.206154926771992, 'recall': 0.16083039684537292, 'f1-score': 0.1663955967669956, 'support': 875}, 'weighted avg': {'precision': 0.2077230769691587, 'recall': 0.15657142857142858, 'f1-score': 0.16420514985584655, 'support': 875}}
Token level accuracy: 0.4617027417027417
Test-Data: Prec: 0.194, Rec: 0.157, F1: 0.1731

Scores from epoch with best dev-scores:
  Dev-Score: 0.3960
  Test-Score 0.1701

5.40 sec for evaluation

--------- Epoch 38 -----------
965.38 sec for training (33855.76 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.34285714285714286, 'recall': 0.3870967741935484, 'f1-score': 0.3636363636363636, 'support': 31}, 'micro avg': {'precision': 0.24, 'recall': 0.2553191489361702, 'f1-score': 0.24742268041237112, 'support': 47}, 'macro avg': {'precision': 0.17142857142857143, 'recall': 0.1935483870967742, 'f1-score': 0.1818181818181818, 'support': 47}, 'weighted avg': {'precision': 0.2261398176291793, 'recall': 0.2553191489361702, 'f1-score': 0.23984526112185683, 'support': 47}}
Token level accuracy: 0.6393294064340734
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.34285714285714286, 'recall': 0.3870967741935484, 'f1-score': 0.3636363636363636, 'support': 31}, 'micro avg': {'precision': 0.24, 'recall': 0.2553191489361702, 'f1-score': 0.24742268041237112, 'support': 47}, 'macro avg': {'precision': 0.17142857142857143, 'recall': 0.1935483870967742, 'f1-score': 0.1818181818181818, 'support': 47}, 'weighted avg': {'precision': 0.2261398176291793, 'recall': 0.2553191489361702, 'f1-score': 0.23984526112185683, 'support': 47}}
Token level accuracy: 0.6393294064340734
Dev-Data: Prec: 0.240, Rec: 0.255, F1: 0.2474
{'C': {'precision': 0.24024024024024024, 'recall': 0.19464720194647203, 'f1-score': 0.21505376344086025, 'support': 411}, 'P': {'precision': 0.19759036144578312, 'recall': 0.17672413793103448, 'f1-score': 0.18657565415244595, 'support': 464}, 'micro avg': {'precision': 0.21657754010695188, 'recall': 0.18514285714285714, 'f1-score': 0.19963031423290203, 'support': 875}, 'macro avg': {'precision': 0.2189153008430117, 'recall': 0.18568566993875324, 'f1-score': 0.20081470879665309, 'support': 875}, 'weighted avg': {'precision': 0.21762361879952238, 'recall': 0.18514285714285714, 'f1-score': 0.1999522289153468, 'support': 875}}
Token level accuracy: 0.5544011544011545
Wrong BIO-Encoding 26/772 labels, 3.37%
{'C': {'precision': 0.24024024024024024, 'recall': 0.19464720194647203, 'f1-score': 0.21505376344086025, 'support': 411}, 'P': {'precision': 0.19759036144578312, 'recall': 0.17672413793103448, 'f1-score': 0.18657565415244595, 'support': 464}, 'micro avg': {'precision': 0.21657754010695188, 'recall': 0.18514285714285714, 'f1-score': 0.19963031423290203, 'support': 875}, 'macro avg': {'precision': 0.2189153008430117, 'recall': 0.18568566993875324, 'f1-score': 0.20081470879665309, 'support': 875}, 'weighted avg': {'precision': 0.21762361879952238, 'recall': 0.18514285714285714, 'f1-score': 0.1999522289153468, 'support': 875}}
Token level accuracy: 0.5544011544011545
Wrong BIO-Encoding 2/748 labels, 0.27%
Test-Data: Prec: 0.217, Rec: 0.185, F1: 0.1999

Scores from epoch with best dev-scores:
  Dev-Score: 0.3960
  Test-Score 0.1701

5.38 sec for evaluation

--------- Epoch 39 -----------
961.15 sec for training (34816.91 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.33962264150943394, 'recall': 0.5806451612903226, 'f1-score': 0.42857142857142855, 'support': 31}, 'micro avg': {'precision': 0.2465753424657534, 'recall': 0.3829787234042553, 'f1-score': 0.3, 'support': 47}, 'macro avg': {'precision': 0.16981132075471697, 'recall': 0.2903225806451613, 'f1-score': 0.21428571428571427, 'support': 47}, 'weighted avg': {'precision': 0.22400642312324365, 'recall': 0.3829787234042553, 'f1-score': 0.2826747720364741, 'support': 47}}
Token level accuracy: 0.5233348436792026
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 16}, 'P': {'precision': 0.33962264150943394, 'recall': 0.5806451612903226, 'f1-score': 0.42857142857142855, 'support': 31}, 'micro avg': {'precision': 0.2465753424657534, 'recall': 0.3829787234042553, 'f1-score': 0.3, 'support': 47}, 'macro avg': {'precision': 0.16981132075471697, 'recall': 0.2903225806451613, 'f1-score': 0.21428571428571427, 'support': 47}, 'weighted avg': {'precision': 0.22400642312324365, 'recall': 0.3829787234042553, 'f1-score': 0.2826747720364741, 'support': 47}}
Token level accuracy: 0.5233348436792026
Dev-Data: Prec: 0.247, Rec: 0.383, F1: 0.3000
{'C': {'precision': 0.24855491329479767, 'recall': 0.20924574209245742, 'f1-score': 0.2272126816380449, 'support': 411}, 'P': {'precision': 0.14747474747474748, 'recall': 0.15732758620689655, 'f1-score': 0.15224191866527634, 'support': 464}, 'micro avg': {'precision': 0.18906064209274673, 'recall': 0.18171428571428572, 'f1-score': 0.18531468531468528, 'support': 875}, 'macro avg': {'precision': 0.19801483038477258, 'recall': 0.18328666414967698, 'f1-score': 0.18972730015166062, 'support': 875}, 'weighted avg': {'precision': 0.1949535453627939, 'recall': 0.18171428571428572, 'f1-score': 0.18745675704448533, 'support': 875}}
Token level accuracy: 0.5705050505050505
Wrong BIO-Encoding 8/848 labels, 0.94%
{'C': {'precision': 0.24855491329479767, 'recall': 0.20924574209245742, 'f1-score': 0.2272126816380449, 'support': 411}, 'P': {'precision': 0.14747474747474748, 'recall': 0.15732758620689655, 'f1-score': 0.15224191866527634, 'support': 464}, 'micro avg': {'precision': 0.18906064209274673, 'recall': 0.18171428571428572, 'f1-score': 0.18531468531468528, 'support': 875}, 'macro avg': {'precision': 0.19801483038477258, 'recall': 0.18328666414967698, 'f1-score': 0.18972730015166062, 'support': 875}, 'weighted avg': {'precision': 0.1949535453627939, 'recall': 0.18171428571428572, 'f1-score': 0.18745675704448533, 'support': 875}}
Token level accuracy: 0.5705050505050505
Wrong BIO-Encoding 1/841 labels, 0.12%
Test-Data: Prec: 0.189, Rec: 0.182, F1: 0.1854

Scores from epoch with best dev-scores:
  Dev-Score: 0.3960
  Test-Score 0.1701

5.43 sec for evaluation

--------- Epoch 40 -----------
975.28 sec for training (35792.18 total)
-- cmv_modes1 --
{'C': {'precision': 0.047619047619047616, 'recall': 0.0625, 'f1-score': 0.05405405405405405, 'support': 16}, 'P': {'precision': 0.36585365853658536, 'recall': 0.4838709677419355, 'f1-score': 0.4166666666666667, 'support': 31}, 'micro avg': {'precision': 0.25806451612903225, 'recall': 0.3404255319148936, 'f1-score': 0.2935779816513761, 'support': 47}, 'macro avg': {'precision': 0.2067363530778165, 'recall': 0.27318548387096775, 'f1-score': 0.23536036036036037, 'support': 47}, 'weighted avg': {'precision': 0.25751847184125337, 'recall': 0.3404255319148936, 'f1-score': 0.2932240751389688, 'support': 47}}
Token level accuracy: 0.602628001812415
{'C': {'precision': 0.047619047619047616, 'recall': 0.0625, 'f1-score': 0.05405405405405405, 'support': 16}, 'P': {'precision': 0.36585365853658536, 'recall': 0.4838709677419355, 'f1-score': 0.4166666666666667, 'support': 31}, 'micro avg': {'precision': 0.25806451612903225, 'recall': 0.3404255319148936, 'f1-score': 0.2935779816513761, 'support': 47}, 'macro avg': {'precision': 0.2067363530778165, 'recall': 0.27318548387096775, 'f1-score': 0.23536036036036037, 'support': 47}, 'weighted avg': {'precision': 0.25751847184125337, 'recall': 0.3404255319148936, 'f1-score': 0.2932240751389688, 'support': 47}}
Token level accuracy: 0.602628001812415
Dev-Data: Prec: 0.258, Rec: 0.340, F1: 0.2936
{'C': {'precision': 0.17535545023696683, 'recall': 0.18004866180048662, 'f1-score': 0.17767106842737093, 'support': 411}, 'P': {'precision': 0.17307692307692307, 'recall': 0.13577586206896552, 'f1-score': 0.15217391304347827, 'support': 464}, 'micro avg': {'precision': 0.1743002544529262, 'recall': 0.15657142857142858, 'f1-score': 0.16496086694762194, 'support': 875}, 'macro avg': {'precision': 0.17421618665694494, 'recall': 0.15791226193472607, 'f1-score': 0.1649224907354246, 'support': 875}, 'weighted avg': {'precision': 0.1741471798343836, 'recall': 0.15657142857142858, 'f1-score': 0.16415029117236957, 'support': 875}}
Token level accuracy: 0.5554401154401154
Wrong BIO-Encoding 13/798 labels, 1.63%
{'C': {'precision': 0.17535545023696683, 'recall': 0.18004866180048662, 'f1-score': 0.17767106842737093, 'support': 411}, 'P': {'precision': 0.17307692307692307, 'recall': 0.13577586206896552, 'f1-score': 0.15217391304347827, 'support': 464}, 'micro avg': {'precision': 0.1743002544529262, 'recall': 0.15657142857142858, 'f1-score': 0.16496086694762194, 'support': 875}, 'macro avg': {'precision': 0.17421618665694494, 'recall': 0.15791226193472607, 'f1-score': 0.1649224907354246, 'support': 875}, 'weighted avg': {'precision': 0.1741471798343836, 'recall': 0.15657142857142858, 'f1-score': 0.16415029117236957, 'support': 875}}
Token level accuracy: 0.5554401154401154
Wrong BIO-Encoding 1/786 labels, 0.13%
Test-Data: Prec: 0.175, Rec: 0.157, F1: 0.1651

Scores from epoch with best dev-scores:
  Dev-Score: 0.3960
  Test-Score 0.1701

5.38 sec for evaluation
---------RUN 5 ------------
Read 402 sentences from: essays dataset
Read 194 sentences from: hotel dataset
Read 1927 sentences from: news dataset
Read 507 sentences from: var dataset
Read 340 sentences from: web dataset
Read 118 sentences from: wiki dataset
Generate new embeddings files for a dataset
Read file: komninos_english_embeddings.gz
Added words: 30
:: Transform cmv_modes1 dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.76%
:: Create Dev Matrix ::
Unknown-Tokens: 0.00%
:: Create Test Matrix ::
Unknown-Tokens: 0.95%
:: Transform essays dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.28%
:: Create Dev Matrix ::
Unknown-Tokens: 0.00%
:: Create Test Matrix ::
Unknown-Tokens: 0.28%
:: Transform var dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 1.19%
:: Create Dev Matrix ::
Unknown-Tokens: 0.00%
:: Create Test Matrix ::
Unknown-Tokens: 1.33%
:: Transform web dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.70%
:: Create Dev Matrix ::
Unknown-Tokens: 0.19%
:: Create Test Matrix ::
Unknown-Tokens: 0.74%
:: Transform wiki dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 1.13%
:: Create Dev Matrix ::
Unknown-Tokens: 1.59%
:: Create Test Matrix ::
Unknown-Tokens: 0.77%
:: Transform news dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 1.26%
:: Create Dev Matrix ::
Unknown-Tokens: 0.00%
:: Create Test Matrix ::
Unknown-Tokens: 1.41%
:: Transform hotel dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.78%
:: Create Dev Matrix ::
Unknown-Tokens: 0.27%
:: Create Test Matrix ::
Unknown-Tokens: 0.84%
DONE - Embeddings file saved: pkl/cmv_modes1_essays_hotel_news_var_web_wiki_komninos_english_embeddings.pkl
--- cmv_modes1 ---
352 train sentences
3 dev sentences
104 test sentences
--- essays ---
321 train sentences
1 dev sentences
81 test sentences
--- var ---
405 train sentences
1 dev sentences
102 test sentences
--- web ---
272 train sentences
1 dev sentences
68 test sentences
--- wiki ---
94 train sentences
1 dev sentences
24 test sentences
--- news ---
1541 train sentences
1 dev sentences
386 test sentences
--- hotel ---
155 train sentences
1 dev sentences
39 test sentences
LSTM-Size: [100]
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66700800       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
cmv_modes1_hidden_lin_layer (TimeDistrib (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
cmv_modes1_crf (ChainCRF)                (None, None, 25)           675            cmv_modes1_hidden_lin_layer[0][0]         
=============================================================================================================================
Total params: 67,035,380
Trainable params: 334,580
Non-trainable params: 66,700,800
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66700800       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
essays_hidden_lin_layer (TimeDistributed (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
essays_crf (ChainCRF)                    (None, None, 25)           675            essays_hidden_lin_layer[0][0]             
=============================================================================================================================
Total params: 67,035,380
Trainable params: 334,580
Non-trainable params: 66,700,800
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66700800       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
var_hidden_lin_layer (TimeDistributed)   (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
var_crf (ChainCRF)                       (None, None, 25)           675            var_hidden_lin_layer[0][0]                
=============================================================================================================================
Total params: 67,035,380
Trainable params: 334,580
Non-trainable params: 66,700,800
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66700800       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
web_hidden_lin_layer (TimeDistributed)   (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
web_crf (ChainCRF)                       (None, None, 25)           675            web_hidden_lin_layer[0][0]                
=============================================================================================================================
Total params: 67,035,380
Trainable params: 334,580
Non-trainable params: 66,700,800
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66700800       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
wiki_hidden_lin_layer (TimeDistributed)  (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
wiki_crf (ChainCRF)                      (None, None, 25)           675            wiki_hidden_lin_layer[0][0]               
=============================================================================================================================
Total params: 67,035,380
Trainable params: 334,580
Non-trainable params: 66,700,800
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66700800       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
news_hidden_lin_layer (TimeDistributed)  (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
news_crf (ChainCRF)                      (None, None, 25)           675            news_hidden_lin_layer[0][0]               
=============================================================================================================================
Total params: 67,035,380
Trainable params: 334,580
Non-trainable params: 66,700,800
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66700800       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
hotel_hidden_lin_layer (TimeDistributed) (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
hotel_crf (ChainCRF)                     (None, None, 25)           675            hotel_hidden_lin_layer[0][0]              
=============================================================================================================================
Total params: 67,035,380
Trainable params: 334,580
Non-trainable params: 66,700,800
_____________________________________________________________________________________________________________________________

--------- Epoch 1 -----------
1025.13 sec for training (1025.13 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 28}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 32}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 60}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 60}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 60}}
Token level accuracy: 0.38878676470588236
Wrong BIO-Encoding 897/898 labels, 99.89%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 28}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 32}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 60}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 60}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 60}}
Token level accuracy: 0.38878676470588236
Wrong BIO-Encoding 44/45 labels, 97.78%
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 412}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 393}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 805}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 805}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 805}}
Token level accuracy: 0.43706521739130433
Wrong BIO-Encoding 15630/15656 labels, 99.83%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 412}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 393}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 805}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 805}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 805}}
Token level accuracy: 0.43706521739130433
Wrong BIO-Encoding 530/556 labels, 95.32%
Test-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000

Scores from epoch with best dev-scores:
  Dev-Score: 0.0000
  Test-Score 0.0000

6.60 sec for evaluation

--------- Epoch 2 -----------
984.21 sec for training (2009.34 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 28}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 32}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 60}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 60}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 60}}
Token level accuracy: 0.3786764705882353
Wrong BIO-Encoding 460/482 labels, 95.44%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 28}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 32}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 60}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 60}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 60}}
Token level accuracy: 0.3786764705882353
Wrong BIO-Encoding 32/54 labels, 59.26%
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.017482517482517484, 'recall': 0.012135922330097087, 'f1-score': 0.014326647564469915, 'support': 412}, 'P': {'precision': 0.0482897384305835, 'recall': 0.061068702290076333, 'f1-score': 0.05393258426966291, 'support': 393}, 'micro avg': {'precision': 0.037037037037037035, 'recall': 0.03602484472049689, 'f1-score': 0.036523929471032744, 'support': 805}, 'macro avg': {'precision': 0.03288612795655049, 'recall': 0.03660231231008671, 'f1-score': 0.03412961591706641, 'support': 805}, 'weighted avg': {'precision': 0.032522564479523626, 'recall': 0.03602484472049689, 'f1-score': 0.03366221666402376, 'support': 805}}
Token level accuracy: 0.4840760869565217
Wrong BIO-Encoding 7033/7377 labels, 95.34%
{'C': {'precision': 0.017482517482517484, 'recall': 0.012135922330097087, 'f1-score': 0.014326647564469915, 'support': 412}, 'P': {'precision': 0.0482897384305835, 'recall': 0.061068702290076333, 'f1-score': 0.05393258426966291, 'support': 393}, 'micro avg': {'precision': 0.037037037037037035, 'recall': 0.03602484472049689, 'f1-score': 0.036523929471032744, 'support': 805}, 'macro avg': {'precision': 0.03288612795655049, 'recall': 0.03660231231008671, 'f1-score': 0.03412961591706641, 'support': 805}, 'weighted avg': {'precision': 0.032522564479523626, 'recall': 0.03602484472049689, 'f1-score': 0.03366221666402376, 'support': 805}}
Token level accuracy: 0.4840760869565217
Wrong BIO-Encoding 439/783 labels, 56.07%
Test-Data: Prec: 0.064, Rec: 0.027, F1: 0.0383

Scores from epoch with best dev-scores:
  Dev-Score: 0.0000
  Test-Score 0.0000

5.63 sec for evaluation

--------- Epoch 3 -----------
996.16 sec for training (3005.51 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 28}, 'P': {'precision': 0.14814814814814814, 'recall': 0.25, 'f1-score': 0.18604651162790697, 'support': 32}, 'micro avg': {'precision': 0.14035087719298245, 'recall': 0.13333333333333333, 'f1-score': 0.13675213675213677, 'support': 60}, 'macro avg': {'precision': 0.07407407407407407, 'recall': 0.125, 'f1-score': 0.09302325581395349, 'support': 60}, 'weighted avg': {'precision': 0.07901234567901234, 'recall': 0.13333333333333333, 'f1-score': 0.09922480620155039, 'support': 60}}
Token level accuracy: 0.4099264705882353
Wrong BIO-Encoding 59/113 labels, 52.21%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 28}, 'P': {'precision': 0.14814814814814814, 'recall': 0.25, 'f1-score': 0.18604651162790697, 'support': 32}, 'micro avg': {'precision': 0.14035087719298245, 'recall': 0.13333333333333333, 'f1-score': 0.13675213675213677, 'support': 60}, 'macro avg': {'precision': 0.07407407407407407, 'recall': 0.125, 'f1-score': 0.09302325581395349, 'support': 60}, 'weighted avg': {'precision': 0.07901234567901234, 'recall': 0.13333333333333333, 'f1-score': 0.09922480620155039, 'support': 60}}
Token level accuracy: 0.4099264705882353
Wrong BIO-Encoding 3/57 labels, 5.26%
Dev-Data: Prec: 0.148, Rec: 0.133, F1: 0.1404
{'C': {'precision': 0.11504424778761062, 'recall': 0.03155339805825243, 'f1-score': 0.04952380952380952, 'support': 412}, 'P': {'precision': 0.19589257503949448, 'recall': 0.3155216284987277, 'f1-score': 0.24171539961013647, 'support': 393}, 'micro avg': {'precision': 0.1836461126005362, 'recall': 0.1701863354037267, 'f1-score': 0.1766602192134107, 'support': 805}, 'macro avg': {'precision': 0.15546841141355255, 'recall': 0.17353751327849007, 'f1-score': 0.14561960456697298, 'support': 805}, 'weighted avg': {'precision': 0.15451430071927566, 'recall': 0.1701863354037267, 'f1-score': 0.14335150505663743, 'support': 805}}
Token level accuracy: 0.4698369565217391
Wrong BIO-Encoding 1913/2570 labels, 74.44%
{'C': {'precision': 0.11504424778761062, 'recall': 0.03155339805825243, 'f1-score': 0.04952380952380952, 'support': 412}, 'P': {'precision': 0.19589257503949448, 'recall': 0.3155216284987277, 'f1-score': 0.24171539961013647, 'support': 393}, 'micro avg': {'precision': 0.1836461126005362, 'recall': 0.1701863354037267, 'f1-score': 0.1766602192134107, 'support': 805}, 'macro avg': {'precision': 0.15546841141355255, 'recall': 0.17353751327849007, 'f1-score': 0.14561960456697298, 'support': 805}, 'weighted avg': {'precision': 0.15451430071927566, 'recall': 0.1701863354037267, 'f1-score': 0.14335150505663743, 'support': 805}}
Token level accuracy: 0.4698369565217391
Wrong BIO-Encoding 89/746 labels, 11.93%
Test-Data: Prec: 0.205, Rec: 0.168, F1: 0.1847

Scores from epoch with best dev-scores:
  Dev-Score: 0.1404
  Test-Score 0.1847

8.27 sec for evaluation

--------- Epoch 4 -----------
980.63 sec for training (3986.14 total)
-- cmv_modes1 --
{'C': {'precision': 0.13333333333333333, 'recall': 0.07142857142857142, 'f1-score': 0.09302325581395349, 'support': 28}, 'P': {'precision': 0.21739130434782608, 'recall': 0.3125, 'f1-score': 0.2564102564102564, 'support': 32}, 'micro avg': {'precision': 0.19672131147540983, 'recall': 0.2, 'f1-score': 0.19834710743801653, 'support': 60}, 'macro avg': {'precision': 0.1753623188405797, 'recall': 0.1919642857142857, 'f1-score': 0.17471675611210494, 'support': 60}, 'weighted avg': {'precision': 0.17816425120772947, 'recall': 0.2, 'f1-score': 0.18016298946531506, 'support': 60}}
Token level accuracy: 0.43474264705882354
Wrong BIO-Encoding 105/159 labels, 66.04%
{'C': {'precision': 0.13333333333333333, 'recall': 0.07142857142857142, 'f1-score': 0.09302325581395349, 'support': 28}, 'P': {'precision': 0.21739130434782608, 'recall': 0.3125, 'f1-score': 0.2564102564102564, 'support': 32}, 'micro avg': {'precision': 0.19672131147540983, 'recall': 0.2, 'f1-score': 0.19834710743801653, 'support': 60}, 'macro avg': {'precision': 0.1753623188405797, 'recall': 0.1919642857142857, 'f1-score': 0.17471675611210494, 'support': 60}, 'weighted avg': {'precision': 0.17816425120772947, 'recall': 0.2, 'f1-score': 0.18016298946531506, 'support': 60}}
Token level accuracy: 0.43474264705882354
Wrong BIO-Encoding 7/61 labels, 11.48%
Dev-Data: Prec: 0.222, Rec: 0.200, F1: 0.2105
{'C': {'precision': 0.16666666666666666, 'recall': 0.13349514563106796, 'f1-score': 0.14824797843665766, 'support': 412}, 'P': {'precision': 0.24871794871794872, 'recall': 0.24681933842239187, 'f1-score': 0.24776500638569604, 'support': 393}, 'micro avg': {'precision': 0.2111111111111111, 'recall': 0.18881987577639753, 'f1-score': 0.19934426229508198, 'support': 805}, 'macro avg': {'precision': 0.20769230769230768, 'recall': 0.1901572420267299, 'f1-score': 0.19800649241117685, 'support': 805}, 'weighted avg': {'precision': 0.2067240006370441, 'recall': 0.18881987577639753, 'f1-score': 0.19683206785774102, 'support': 805}}
Token level accuracy: 0.4914673913043478
Wrong BIO-Encoding 1826/2469 labels, 73.96%
{'C': {'precision': 0.16666666666666666, 'recall': 0.13349514563106796, 'f1-score': 0.14824797843665766, 'support': 412}, 'P': {'precision': 0.24871794871794872, 'recall': 0.24681933842239187, 'f1-score': 0.24776500638569604, 'support': 393}, 'micro avg': {'precision': 0.2111111111111111, 'recall': 0.18881987577639753, 'f1-score': 0.19934426229508198, 'support': 805}, 'macro avg': {'precision': 0.20769230769230768, 'recall': 0.1901572420267299, 'f1-score': 0.19800649241117685, 'support': 805}, 'weighted avg': {'precision': 0.2067240006370441, 'recall': 0.18881987577639753, 'f1-score': 0.19683206785774102, 'support': 805}}
Token level accuracy: 0.4914673913043478
Wrong BIO-Encoding 77/720 labels, 10.69%
Test-Data: Prec: 0.235, Rec: 0.188, F1: 0.2086

Scores from epoch with best dev-scores:
  Dev-Score: 0.2105
  Test-Score 0.2086

6.28 sec for evaluation

--------- Epoch 5 -----------
953.60 sec for training (4939.74 total)
-- cmv_modes1 --
{'C': {'precision': 0.2, 'recall': 0.03571428571428571, 'f1-score': 0.06060606060606061, 'support': 28}, 'P': {'precision': 0.22, 'recall': 0.34375, 'f1-score': 0.2682926829268293, 'support': 32}, 'micro avg': {'precision': 0.21818181818181817, 'recall': 0.2, 'f1-score': 0.20869565217391303, 'support': 60}, 'macro avg': {'precision': 0.21000000000000002, 'recall': 0.18973214285714285, 'f1-score': 0.16444937176644495, 'support': 60}, 'weighted avg': {'precision': 0.21066666666666667, 'recall': 0.2, 'f1-score': 0.17137225917713725, 'support': 60}}
Token level accuracy: 0.4227941176470588
Wrong BIO-Encoding 52/104 labels, 50.00%
{'C': {'precision': 0.2, 'recall': 0.03571428571428571, 'f1-score': 0.06060606060606061, 'support': 28}, 'P': {'precision': 0.22, 'recall': 0.34375, 'f1-score': 0.2682926829268293, 'support': 32}, 'micro avg': {'precision': 0.21818181818181817, 'recall': 0.2, 'f1-score': 0.20869565217391303, 'support': 60}, 'macro avg': {'precision': 0.21000000000000002, 'recall': 0.18973214285714285, 'f1-score': 0.16444937176644495, 'support': 60}, 'weighted avg': {'precision': 0.21066666666666667, 'recall': 0.2, 'f1-score': 0.17137225917713725, 'support': 60}}
Token level accuracy: 0.4227941176470588
Wrong BIO-Encoding 3/55 labels, 5.45%
Dev-Data: Prec: 0.231, Rec: 0.200, F1: 0.2143
{'C': {'precision': 0.17796610169491525, 'recall': 0.050970873786407765, 'f1-score': 0.07924528301886792, 'support': 412}, 'P': {'precision': 0.24067796610169492, 'recall': 0.361323155216285, 'f1-score': 0.28891149542217703, 'support': 393}, 'micro avg': {'precision': 0.23022598870056496, 'recall': 0.20248447204968945, 'f1-score': 0.2154659616655651, 'support': 805}, 'macro avg': {'precision': 0.2093220338983051, 'recall': 0.20614701450134637, 'f1-score': 0.18407838922052247, 'support': 805}, 'weighted avg': {'precision': 0.20858195599536797, 'recall': 0.20248447204968945, 'f1-score': 0.18160406745924118, 'support': 805}}
Token level accuracy: 0.5116847826086957
Wrong BIO-Encoding 1222/1877 labels, 65.10%
{'C': {'precision': 0.17796610169491525, 'recall': 0.050970873786407765, 'f1-score': 0.07924528301886792, 'support': 412}, 'P': {'precision': 0.24067796610169492, 'recall': 0.361323155216285, 'f1-score': 0.28891149542217703, 'support': 393}, 'micro avg': {'precision': 0.23022598870056496, 'recall': 0.20248447204968945, 'f1-score': 0.2154659616655651, 'support': 805}, 'macro avg': {'precision': 0.2093220338983051, 'recall': 0.20614701450134637, 'f1-score': 0.18407838922052247, 'support': 805}, 'weighted avg': {'precision': 0.20858195599536797, 'recall': 0.20248447204968945, 'f1-score': 0.18160406745924118, 'support': 805}}
Token level accuracy: 0.5116847826086957
Wrong BIO-Encoding 53/708 labels, 7.49%
Test-Data: Prec: 0.249, Rec: 0.202, F1: 0.2233

Scores from epoch with best dev-scores:
  Dev-Score: 0.2143
  Test-Score 0.2233

5.57 sec for evaluation

--------- Epoch 6 -----------
941.69 sec for training (5881.42 total)
-- cmv_modes1 --
{'C': {'precision': 0.16666666666666666, 'recall': 0.07142857142857142, 'f1-score': 0.1, 'support': 28}, 'P': {'precision': 0.17142857142857143, 'recall': 0.1875, 'f1-score': 0.1791044776119403, 'support': 32}, 'micro avg': {'precision': 0.1702127659574468, 'recall': 0.13333333333333333, 'f1-score': 0.14953271028037382, 'support': 60}, 'macro avg': {'precision': 0.16904761904761906, 'recall': 0.1294642857142857, 'f1-score': 0.13955223880597015, 'support': 60}, 'weighted avg': {'precision': 0.1692063492063492, 'recall': 0.13333333333333333, 'f1-score': 0.14218905472636814, 'support': 60}}
Token level accuracy: 0.3915441176470588
Wrong BIO-Encoding 58/101 labels, 57.43%
{'C': {'precision': 0.16666666666666666, 'recall': 0.07142857142857142, 'f1-score': 0.1, 'support': 28}, 'P': {'precision': 0.17142857142857143, 'recall': 0.1875, 'f1-score': 0.1791044776119403, 'support': 32}, 'micro avg': {'precision': 0.1702127659574468, 'recall': 0.13333333333333333, 'f1-score': 0.14953271028037382, 'support': 60}, 'macro avg': {'precision': 0.16904761904761906, 'recall': 0.1294642857142857, 'f1-score': 0.13955223880597015, 'support': 60}, 'weighted avg': {'precision': 0.1692063492063492, 'recall': 0.13333333333333333, 'f1-score': 0.14218905472636814, 'support': 60}}
Token level accuracy: 0.3915441176470588
Wrong BIO-Encoding 4/47 labels, 8.51%
Dev-Data: Prec: 0.186, Rec: 0.133, F1: 0.1553
{'C': {'precision': 0.2692307692307692, 'recall': 0.10194174757281553, 'f1-score': 0.14788732394366197, 'support': 412}, 'P': {'precision': 0.21040723981900453, 'recall': 0.2366412213740458, 'f1-score': 0.2227544910179641, 'support': 393}, 'micro avg': {'precision': 0.225752508361204, 'recall': 0.16770186335403728, 'f1-score': 0.19244476122594442, 'support': 805}, 'macro avg': {'precision': 0.23981900452488686, 'recall': 0.16929148447343068, 'f1-score': 0.18532090748081304, 'support': 805}, 'weighted avg': {'precision': 0.24051319524465303, 'recall': 0.16770186335403728, 'f1-score': 0.18443738190664427, 'support': 805}}
Token level accuracy: 0.5415760869565217
Wrong BIO-Encoding 1537/2068 labels, 74.32%
{'C': {'precision': 0.2692307692307692, 'recall': 0.10194174757281553, 'f1-score': 0.14788732394366197, 'support': 412}, 'P': {'precision': 0.21040723981900453, 'recall': 0.2366412213740458, 'f1-score': 0.2227544910179641, 'support': 393}, 'micro avg': {'precision': 0.225752508361204, 'recall': 0.16770186335403728, 'f1-score': 0.19244476122594442, 'support': 805}, 'macro avg': {'precision': 0.23981900452488686, 'recall': 0.16929148447343068, 'f1-score': 0.18532090748081304, 'support': 805}, 'weighted avg': {'precision': 0.24051319524465303, 'recall': 0.16770186335403728, 'f1-score': 0.18443738190664427, 'support': 805}}
Token level accuracy: 0.5415760869565217
Wrong BIO-Encoding 67/598 labels, 11.20%
Test-Data: Prec: 0.254, Rec: 0.168, F1: 0.2021

Scores from epoch with best dev-scores:
  Dev-Score: 0.2143
  Test-Score 0.2233

5.08 sec for evaluation

--------- Epoch 7 -----------
967.82 sec for training (6849.25 total)
-- cmv_modes1 --
{'C': {'precision': 0.15384615384615385, 'recall': 0.14285714285714285, 'f1-score': 0.14814814814814817, 'support': 28}, 'P': {'precision': 0.29411764705882354, 'recall': 0.15625, 'f1-score': 0.20408163265306123, 'support': 32}, 'micro avg': {'precision': 0.20930232558139536, 'recall': 0.15, 'f1-score': 0.17475728155339806, 'support': 60}, 'macro avg': {'precision': 0.2239819004524887, 'recall': 0.14955357142857142, 'f1-score': 0.17611489040060468, 'support': 60}, 'weighted avg': {'precision': 0.22865761689291103, 'recall': 0.15, 'f1-score': 0.1779793398841018, 'support': 60}}
Token level accuracy: 0.5027573529411765
Wrong BIO-Encoding 25/66 labels, 37.88%
{'C': {'precision': 0.15384615384615385, 'recall': 0.14285714285714285, 'f1-score': 0.14814814814814817, 'support': 28}, 'P': {'precision': 0.29411764705882354, 'recall': 0.15625, 'f1-score': 0.20408163265306123, 'support': 32}, 'micro avg': {'precision': 0.20930232558139536, 'recall': 0.15, 'f1-score': 0.17475728155339806, 'support': 60}, 'macro avg': {'precision': 0.2239819004524887, 'recall': 0.14955357142857142, 'f1-score': 0.17611489040060468, 'support': 60}, 'weighted avg': {'precision': 0.22865761689291103, 'recall': 0.15, 'f1-score': 0.1779793398841018, 'support': 60}}
Token level accuracy: 0.5027573529411765
Wrong BIO-Encoding 2/43 labels, 4.65%
Dev-Data: Prec: 0.220, Rec: 0.150, F1: 0.1782
{'C': {'precision': 0.19791666666666666, 'recall': 0.1383495145631068, 'f1-score': 0.16285714285714284, 'support': 412}, 'P': {'precision': 0.25443786982248523, 'recall': 0.21882951653944022, 'f1-score': 0.23529411764705882, 'support': 393}, 'micro avg': {'precision': 0.22843450479233227, 'recall': 0.17763975155279504, 'f1-score': 0.19986023759608668, 'support': 805}, 'macro avg': {'precision': 0.22617726824457596, 'recall': 0.1785895155512735, 'f1-score': 0.19907563025210084, 'support': 805}, 'weighted avg': {'precision': 0.22551024783466256, 'recall': 0.17763975155279504, 'f1-score': 0.19822078396576023, 'support': 805}}
Token level accuracy: 0.5503804347826087
Wrong BIO-Encoding 733/1321 labels, 55.49%
{'C': {'precision': 0.19791666666666666, 'recall': 0.1383495145631068, 'f1-score': 0.16285714285714284, 'support': 412}, 'P': {'precision': 0.25443786982248523, 'recall': 0.21882951653944022, 'f1-score': 0.23529411764705882, 'support': 393}, 'micro avg': {'precision': 0.22843450479233227, 'recall': 0.17763975155279504, 'f1-score': 0.19986023759608668, 'support': 805}, 'macro avg': {'precision': 0.22617726824457596, 'recall': 0.1785895155512735, 'f1-score': 0.19907563025210084, 'support': 805}, 'weighted avg': {'precision': 0.22551024783466256, 'recall': 0.17763975155279504, 'f1-score': 0.19822078396576023, 'support': 805}}
Token level accuracy: 0.5503804347826087
Wrong BIO-Encoding 38/626 labels, 6.07%
Test-Data: Prec: 0.243, Rec: 0.178, F1: 0.2053

Scores from epoch with best dev-scores:
  Dev-Score: 0.2143
  Test-Score 0.2233

5.20 sec for evaluation

--------- Epoch 8 -----------
946.85 sec for training (7796.10 total)
-- cmv_modes1 --
{'C': {'precision': 0.1, 'recall': 0.03571428571428571, 'f1-score': 0.05263157894736841, 'support': 28}, 'P': {'precision': 0.21052631578947367, 'recall': 0.25, 'f1-score': 0.22857142857142856, 'support': 32}, 'micro avg': {'precision': 0.1875, 'recall': 0.15, 'f1-score': 0.16666666666666663, 'support': 60}, 'macro avg': {'precision': 0.15526315789473683, 'recall': 0.14285714285714285, 'f1-score': 0.14060150375939848, 'support': 60}, 'weighted avg': {'precision': 0.15894736842105264, 'recall': 0.15, 'f1-score': 0.14646616541353383, 'support': 60}}
Token level accuracy: 0.3805147058823529
Wrong BIO-Encoding 9/56 labels, 16.07%
{'C': {'precision': 0.1, 'recall': 0.03571428571428571, 'f1-score': 0.05263157894736841, 'support': 28}, 'P': {'precision': 0.21052631578947367, 'recall': 0.25, 'f1-score': 0.22857142857142856, 'support': 32}, 'micro avg': {'precision': 0.1875, 'recall': 0.15, 'f1-score': 0.16666666666666663, 'support': 60}, 'macro avg': {'precision': 0.15526315789473683, 'recall': 0.14285714285714285, 'f1-score': 0.14060150375939848, 'support': 60}, 'weighted avg': {'precision': 0.15894736842105264, 'recall': 0.15, 'f1-score': 0.14646616541353383, 'support': 60}}
Token level accuracy: 0.3805147058823529
Wrong BIO-Encoding 1/48 labels, 2.08%
Dev-Data: Prec: 0.191, Rec: 0.150, F1: 0.1682
{'C': {'precision': 0.2636363636363636, 'recall': 0.0703883495145631, 'f1-score': 0.1111111111111111, 'support': 412}, 'P': {'precision': 0.25925925925925924, 'recall': 0.3384223918575064, 'f1-score': 0.293598233995585, 'support': 393}, 'micro avg': {'precision': 0.26003210272873195, 'recall': 0.20124223602484473, 'f1-score': 0.226890756302521, 'support': 805}, 'macro avg': {'precision': 0.26144781144781143, 'recall': 0.20440537068603476, 'f1-score': 0.20235467255334805, 'support': 805}, 'weighted avg': {'precision': 0.261499466716858, 'recall': 0.20124223602484473, 'f1-score': 0.20020109781123316, 'support': 805}}
Token level accuracy: 0.5359782608695652
Wrong BIO-Encoding 323/934 labels, 34.58%
{'C': {'precision': 0.2636363636363636, 'recall': 0.0703883495145631, 'f1-score': 0.1111111111111111, 'support': 412}, 'P': {'precision': 0.25925925925925924, 'recall': 0.3384223918575064, 'f1-score': 0.293598233995585, 'support': 393}, 'micro avg': {'precision': 0.26003210272873195, 'recall': 0.20124223602484473, 'f1-score': 0.226890756302521, 'support': 805}, 'macro avg': {'precision': 0.26144781144781143, 'recall': 0.20440537068603476, 'f1-score': 0.20235467255334805, 'support': 805}, 'weighted avg': {'precision': 0.261499466716858, 'recall': 0.20124223602484473, 'f1-score': 0.20020109781123316, 'support': 805}}
Token level accuracy: 0.5359782608695652
Wrong BIO-Encoding 12/623 labels, 1.93%
Test-Data: Prec: 0.265, Rec: 0.201, F1: 0.2288

Scores from epoch with best dev-scores:
  Dev-Score: 0.2143
  Test-Score 0.2233

5.01 sec for evaluation

--------- Epoch 9 -----------
984.20 sec for training (8780.29 total)
-- cmv_modes1 --
{'C': {'precision': 0.1875, 'recall': 0.21428571428571427, 'f1-score': 0.19999999999999998, 'support': 28}, 'P': {'precision': 0.3333333333333333, 'recall': 0.125, 'f1-score': 0.18181818181818182, 'support': 32}, 'micro avg': {'precision': 0.22727272727272727, 'recall': 0.16666666666666666, 'f1-score': 0.1923076923076923, 'support': 60}, 'macro avg': {'precision': 0.26041666666666663, 'recall': 0.16964285714285715, 'f1-score': 0.19090909090909092, 'support': 60}, 'weighted avg': {'precision': 0.2652777777777778, 'recall': 0.16666666666666666, 'f1-score': 0.1903030303030303, 'support': 60}}
Token level accuracy: 0.5220588235294118
Wrong BIO-Encoding 16/59 labels, 27.12%
{'C': {'precision': 0.1875, 'recall': 0.21428571428571427, 'f1-score': 0.19999999999999998, 'support': 28}, 'P': {'precision': 0.3333333333333333, 'recall': 0.125, 'f1-score': 0.18181818181818182, 'support': 32}, 'micro avg': {'precision': 0.22727272727272727, 'recall': 0.16666666666666666, 'f1-score': 0.1923076923076923, 'support': 60}, 'macro avg': {'precision': 0.26041666666666663, 'recall': 0.16964285714285715, 'f1-score': 0.19090909090909092, 'support': 60}, 'weighted avg': {'precision': 0.2652777777777778, 'recall': 0.16666666666666666, 'f1-score': 0.1903030303030303, 'support': 60}}
Token level accuracy: 0.5220588235294118
Wrong BIO-Encoding 1/44 labels, 2.27%
Dev-Data: Prec: 0.233, Rec: 0.167, F1: 0.1942
{'C': {'precision': 0.21666666666666667, 'recall': 0.15776699029126215, 'f1-score': 0.18258426966292135, 'support': 412}, 'P': {'precision': 0.2755417956656347, 'recall': 0.22646310432569974, 'f1-score': 0.24860335195530725, 'support': 393}, 'micro avg': {'precision': 0.24719101123595505, 'recall': 0.19130434782608696, 'f1-score': 0.2156862745098039, 'support': 805}, 'macro avg': {'precision': 0.24610423116615068, 'recall': 0.19211504730848095, 'f1-score': 0.2155938108091143, 'support': 805}, 'weighted avg': {'precision': 0.24540943150715663, 'recall': 0.19130434782608696, 'f1-score': 0.2148147036267818, 'support': 805}}
Token level accuracy: 0.545054347826087
Wrong BIO-Encoding 321/931 labels, 34.48%
{'C': {'precision': 0.21666666666666667, 'recall': 0.15776699029126215, 'f1-score': 0.18258426966292135, 'support': 412}, 'P': {'precision': 0.2755417956656347, 'recall': 0.22646310432569974, 'f1-score': 0.24860335195530725, 'support': 393}, 'micro avg': {'precision': 0.24719101123595505, 'recall': 0.19130434782608696, 'f1-score': 0.2156862745098039, 'support': 805}, 'macro avg': {'precision': 0.24610423116615068, 'recall': 0.19211504730848095, 'f1-score': 0.2155938108091143, 'support': 805}, 'weighted avg': {'precision': 0.24540943150715663, 'recall': 0.19130434782608696, 'f1-score': 0.2148147036267818, 'support': 805}}
Token level accuracy: 0.545054347826087
Wrong BIO-Encoding 13/623 labels, 2.09%
Test-Data: Prec: 0.252, Rec: 0.191, F1: 0.2177

Scores from epoch with best dev-scores:
  Dev-Score: 0.2143
  Test-Score 0.2233

5.54 sec for evaluation

--------- Epoch 10 -----------
971.67 sec for training (9751.96 total)
-- cmv_modes1 --
{'C': {'precision': 0.1891891891891892, 'recall': 0.25, 'f1-score': 0.2153846153846154, 'support': 28}, 'P': {'precision': 0.1, 'recall': 0.03125, 'f1-score': 0.047619047619047616, 'support': 32}, 'micro avg': {'precision': 0.1702127659574468, 'recall': 0.13333333333333333, 'f1-score': 0.14953271028037382, 'support': 60}, 'macro avg': {'precision': 0.14459459459459462, 'recall': 0.140625, 'f1-score': 0.1315018315018315, 'support': 60}, 'weighted avg': {'precision': 0.14162162162162162, 'recall': 0.13333333333333333, 'f1-score': 0.1259096459096459, 'support': 60}}
Token level accuracy: 0.4806985294117647
Wrong BIO-Encoding 9/55 labels, 16.36%
{'C': {'precision': 0.1891891891891892, 'recall': 0.25, 'f1-score': 0.2153846153846154, 'support': 28}, 'P': {'precision': 0.1, 'recall': 0.03125, 'f1-score': 0.047619047619047616, 'support': 32}, 'micro avg': {'precision': 0.1702127659574468, 'recall': 0.13333333333333333, 'f1-score': 0.14953271028037382, 'support': 60}, 'macro avg': {'precision': 0.14459459459459462, 'recall': 0.140625, 'f1-score': 0.1315018315018315, 'support': 60}, 'weighted avg': {'precision': 0.14162162162162162, 'recall': 0.13333333333333333, 'f1-score': 0.1259096459096459, 'support': 60}}
Token level accuracy: 0.4806985294117647
Wrong BIO-Encoding 1/47 labels, 2.13%
Dev-Data: Prec: 0.174, Rec: 0.133, F1: 0.1509
{'C': {'precision': 0.20615384615384616, 'recall': 0.16262135922330098, 'f1-score': 0.18181818181818182, 'support': 412}, 'P': {'precision': 0.24521072796934865, 'recall': 0.1628498727735369, 'f1-score': 0.19571865443425077, 'support': 393}, 'micro avg': {'precision': 0.2235494880546075, 'recall': 0.16273291925465838, 'f1-score': 0.18835370237239396, 'support': 805}, 'macro avg': {'precision': 0.2256822870615974, 'recall': 0.16273561599841896, 'f1-score': 0.1887684181262163, 'support': 805}, 'weighted avg': {'precision': 0.2252213673383089, 'recall': 0.16273291925465838, 'f1-score': 0.1886043752816788, 'support': 805}}
Token level accuracy: 0.5273913043478261
Wrong BIO-Encoding 265/838 labels, 31.62%
{'C': {'precision': 0.20615384615384616, 'recall': 0.16262135922330098, 'f1-score': 0.18181818181818182, 'support': 412}, 'P': {'precision': 0.24521072796934865, 'recall': 0.1628498727735369, 'f1-score': 0.19571865443425077, 'support': 393}, 'micro avg': {'precision': 0.2235494880546075, 'recall': 0.16273291925465838, 'f1-score': 0.18835370237239396, 'support': 805}, 'macro avg': {'precision': 0.2256822870615974, 'recall': 0.16273561599841896, 'f1-score': 0.1887684181262163, 'support': 805}, 'weighted avg': {'precision': 0.2252213673383089, 'recall': 0.16273291925465838, 'f1-score': 0.1886043752816788, 'support': 805}}
Token level accuracy: 0.5273913043478261
Wrong BIO-Encoding 13/586 labels, 2.22%
Test-Data: Prec: 0.229, Rec: 0.163, F1: 0.1901

Scores from epoch with best dev-scores:
  Dev-Score: 0.2143
  Test-Score 0.2233

5.03 sec for evaluation

--------- Epoch 11 -----------
971.15 sec for training (10723.11 total)
-- cmv_modes1 --
{'C': {'precision': 0.2413793103448276, 'recall': 0.25, 'f1-score': 0.24561403508771928, 'support': 28}, 'P': {'precision': 0.3888888888888889, 'recall': 0.21875, 'f1-score': 0.28, 'support': 32}, 'micro avg': {'precision': 0.2978723404255319, 'recall': 0.23333333333333334, 'f1-score': 0.2616822429906542, 'support': 60}, 'macro avg': {'precision': 0.31513409961685823, 'recall': 0.234375, 'f1-score': 0.26280701754385966, 'support': 60}, 'weighted avg': {'precision': 0.32005108556832695, 'recall': 0.23333333333333334, 'f1-score': 0.263953216374269, 'support': 60}}
Token level accuracy: 0.5073529411764706
{'C': {'precision': 0.2413793103448276, 'recall': 0.25, 'f1-score': 0.24561403508771928, 'support': 28}, 'P': {'precision': 0.3888888888888889, 'recall': 0.21875, 'f1-score': 0.28, 'support': 32}, 'micro avg': {'precision': 0.2978723404255319, 'recall': 0.23333333333333334, 'f1-score': 0.2616822429906542, 'support': 60}, 'macro avg': {'precision': 0.31513409961685823, 'recall': 0.234375, 'f1-score': 0.26280701754385966, 'support': 60}, 'weighted avg': {'precision': 0.32005108556832695, 'recall': 0.23333333333333334, 'f1-score': 0.263953216374269, 'support': 60}}
Token level accuracy: 0.5073529411764706
Dev-Data: Prec: 0.298, Rec: 0.233, F1: 0.2617
{'C': {'precision': 0.20640569395017794, 'recall': 0.1407766990291262, 'f1-score': 0.1673881673881674, 'support': 412}, 'P': {'precision': 0.27595628415300544, 'recall': 0.25699745547073793, 'f1-score': 0.26613965744400525, 'support': 393}, 'micro avg': {'precision': 0.24574961360123648, 'recall': 0.19751552795031055, 'f1-score': 0.21900826446280988, 'support': 805}, 'macro avg': {'precision': 0.2411809890515917, 'recall': 0.19888707724993207, 'f1-score': 0.21676391241608634, 'support': 805}, 'weighted avg': {'precision': 0.2403602056889496, 'recall': 0.19751552795031055, 'f1-score': 0.21559852216076897, 'support': 805}}
Token level accuracy: 0.5580978260869566
Wrong BIO-Encoding 214/855 labels, 25.03%
{'C': {'precision': 0.20640569395017794, 'recall': 0.1407766990291262, 'f1-score': 0.1673881673881674, 'support': 412}, 'P': {'precision': 0.27595628415300544, 'recall': 0.25699745547073793, 'f1-score': 0.26613965744400525, 'support': 393}, 'micro avg': {'precision': 0.24574961360123648, 'recall': 0.19751552795031055, 'f1-score': 0.21900826446280988, 'support': 805}, 'macro avg': {'precision': 0.2411809890515917, 'recall': 0.19888707724993207, 'f1-score': 0.21676391241608634, 'support': 805}, 'weighted avg': {'precision': 0.2403602056889496, 'recall': 0.19751552795031055, 'f1-score': 0.21559852216076897, 'support': 805}}
Token level accuracy: 0.5580978260869566
Wrong BIO-Encoding 6/647 labels, 0.93%
Test-Data: Prec: 0.248, Rec: 0.198, F1: 0.2199

Scores from epoch with best dev-scores:
  Dev-Score: 0.2617
  Test-Score 0.2199

6.60 sec for evaluation

--------- Epoch 12 -----------
961.71 sec for training (11684.83 total)
-- cmv_modes1 --
{'C': {'precision': 0.2727272727272727, 'recall': 0.21428571428571427, 'f1-score': 0.23999999999999996, 'support': 28}, 'P': {'precision': 0.26666666666666666, 'recall': 0.25, 'f1-score': 0.2580645161290323, 'support': 32}, 'micro avg': {'precision': 0.2692307692307692, 'recall': 0.23333333333333334, 'f1-score': 0.25, 'support': 60}, 'macro avg': {'precision': 0.26969696969696966, 'recall': 0.23214285714285715, 'f1-score': 0.24903225806451612, 'support': 60}, 'weighted avg': {'precision': 0.26949494949494945, 'recall': 0.23333333333333334, 'f1-score': 0.24963440860215055, 'support': 60}}
Token level accuracy: 0.5652573529411765
{'C': {'precision': 0.2727272727272727, 'recall': 0.21428571428571427, 'f1-score': 0.23999999999999996, 'support': 28}, 'P': {'precision': 0.26666666666666666, 'recall': 0.25, 'f1-score': 0.2580645161290323, 'support': 32}, 'micro avg': {'precision': 0.2692307692307692, 'recall': 0.23333333333333334, 'f1-score': 0.25, 'support': 60}, 'macro avg': {'precision': 0.26969696969696966, 'recall': 0.23214285714285715, 'f1-score': 0.24903225806451612, 'support': 60}, 'weighted avg': {'precision': 0.26949494949494945, 'recall': 0.23333333333333334, 'f1-score': 0.24963440860215055, 'support': 60}}
Token level accuracy: 0.5652573529411765
Dev-Data: Prec: 0.269, Rec: 0.233, F1: 0.2500
{'C': {'precision': 0.2052401746724891, 'recall': 0.11407766990291263, 'f1-score': 0.1466458658346334, 'support': 412}, 'P': {'precision': 0.268733850129199, 'recall': 0.26463104325699743, 'f1-score': 0.26666666666666666, 'support': 393}, 'micro avg': {'precision': 0.24512987012987014, 'recall': 0.18757763975155278, 'f1-score': 0.21252638986629135, 'support': 805}, 'macro avg': {'precision': 0.23698701240084402, 'recall': 0.18935435657995503, 'f1-score': 0.20665626625065003, 'support': 805}, 'weighted avg': {'precision': 0.23623770815632386, 'recall': 0.18757763975155278, 'f1-score': 0.20523987170666952, 'support': 805}}
Token level accuracy: 0.5593478260869565
Wrong BIO-Encoding 215/824 labels, 26.09%
{'C': {'precision': 0.2052401746724891, 'recall': 0.11407766990291263, 'f1-score': 0.1466458658346334, 'support': 412}, 'P': {'precision': 0.268733850129199, 'recall': 0.26463104325699743, 'f1-score': 0.26666666666666666, 'support': 393}, 'micro avg': {'precision': 0.24512987012987014, 'recall': 0.18757763975155278, 'f1-score': 0.21252638986629135, 'support': 805}, 'macro avg': {'precision': 0.23698701240084402, 'recall': 0.18935435657995503, 'f1-score': 0.20665626625065003, 'support': 805}, 'weighted avg': {'precision': 0.23623770815632386, 'recall': 0.18757763975155278, 'f1-score': 0.20523987170666952, 'support': 805}}
Token level accuracy: 0.5593478260869565
Wrong BIO-Encoding 7/616 labels, 1.14%
Test-Data: Prec: 0.248, Rec: 0.188, F1: 0.2136

Scores from epoch with best dev-scores:
  Dev-Score: 0.2617
  Test-Score 0.2199

4.95 sec for evaluation

--------- Epoch 13 -----------
955.90 sec for training (12640.72 total)
-- cmv_modes1 --
{'C': {'precision': 0.16666666666666666, 'recall': 0.03571428571428571, 'f1-score': 0.058823529411764705, 'support': 28}, 'P': {'precision': 0.13043478260869565, 'recall': 0.09375, 'f1-score': 0.10909090909090909, 'support': 32}, 'micro avg': {'precision': 0.13793103448275862, 'recall': 0.06666666666666667, 'f1-score': 0.08988764044943821, 'support': 60}, 'macro avg': {'precision': 0.14855072463768115, 'recall': 0.06473214285714285, 'f1-score': 0.0839572192513369, 'support': 60}, 'weighted avg': {'precision': 0.14734299516908209, 'recall': 0.06666666666666667, 'f1-score': 0.08563279857397504, 'support': 60}}
Token level accuracy: 0.37683823529411764
{'C': {'precision': 0.16666666666666666, 'recall': 0.03571428571428571, 'f1-score': 0.058823529411764705, 'support': 28}, 'P': {'precision': 0.13043478260869565, 'recall': 0.09375, 'f1-score': 0.10909090909090909, 'support': 32}, 'micro avg': {'precision': 0.13793103448275862, 'recall': 0.06666666666666667, 'f1-score': 0.08988764044943821, 'support': 60}, 'macro avg': {'precision': 0.14855072463768115, 'recall': 0.06473214285714285, 'f1-score': 0.0839572192513369, 'support': 60}, 'weighted avg': {'precision': 0.14734299516908209, 'recall': 0.06666666666666667, 'f1-score': 0.08563279857397504, 'support': 60}}
Token level accuracy: 0.37683823529411764
Dev-Data: Prec: 0.138, Rec: 0.067, F1: 0.0899
{'C': {'precision': 0.21782178217821782, 'recall': 0.05339805825242718, 'f1-score': 0.08576998050682261, 'support': 412}, 'P': {'precision': 0.2413793103448276, 'recall': 0.178117048346056, 'f1-score': 0.20497803806734993, 'support': 393}, 'micro avg': {'precision': 0.23529411764705882, 'recall': 0.11428571428571428, 'f1-score': 0.15384615384615385, 'support': 805}, 'macro avg': {'precision': 0.2296005462615227, 'recall': 0.11575755329924159, 'f1-score': 0.14537400928708627, 'support': 805}, 'weighted avg': {'precision': 0.22932253816514656, 'recall': 0.11428571428571428, 'f1-score': 0.14396720612332847, 'support': 805}}
Token level accuracy: 0.44228260869565217
Wrong BIO-Encoding 76/462 labels, 16.45%
{'C': {'precision': 0.21782178217821782, 'recall': 0.05339805825242718, 'f1-score': 0.08576998050682261, 'support': 412}, 'P': {'precision': 0.2413793103448276, 'recall': 0.178117048346056, 'f1-score': 0.20497803806734993, 'support': 393}, 'micro avg': {'precision': 0.23529411764705882, 'recall': 0.11428571428571428, 'f1-score': 0.15384615384615385, 'support': 805}, 'macro avg': {'precision': 0.2296005462615227, 'recall': 0.11575755329924159, 'f1-score': 0.14537400928708627, 'support': 805}, 'weighted avg': {'precision': 0.22932253816514656, 'recall': 0.11428571428571428, 'f1-score': 0.14396720612332847, 'support': 805}}
Token level accuracy: 0.44228260869565217
Wrong BIO-Encoding 5/391 labels, 1.28%
Test-Data: Prec: 0.238, Rec: 0.114, F1: 0.1545

Scores from epoch with best dev-scores:
  Dev-Score: 0.2617
  Test-Score 0.2199

5.10 sec for evaluation

--------- Epoch 14 -----------
950.83 sec for training (13591.55 total)
-- cmv_modes1 --
{'C': {'precision': 0.2608695652173913, 'recall': 0.21428571428571427, 'f1-score': 0.23529411764705882, 'support': 28}, 'P': {'precision': 0.36, 'recall': 0.28125, 'f1-score': 0.3157894736842105, 'support': 32}, 'micro avg': {'precision': 0.3125, 'recall': 0.25, 'f1-score': 0.2777777777777778, 'support': 60}, 'macro avg': {'precision': 0.3104347826086956, 'recall': 0.24776785714285715, 'f1-score': 0.27554179566563464, 'support': 60}, 'weighted avg': {'precision': 0.31373913043478263, 'recall': 0.25, 'f1-score': 0.2782249742002064, 'support': 60}}
Token level accuracy: 0.5441176470588235
{'C': {'precision': 0.2608695652173913, 'recall': 0.21428571428571427, 'f1-score': 0.23529411764705882, 'support': 28}, 'P': {'precision': 0.36, 'recall': 0.28125, 'f1-score': 0.3157894736842105, 'support': 32}, 'micro avg': {'precision': 0.3125, 'recall': 0.25, 'f1-score': 0.2777777777777778, 'support': 60}, 'macro avg': {'precision': 0.3104347826086956, 'recall': 0.24776785714285715, 'f1-score': 0.27554179566563464, 'support': 60}, 'weighted avg': {'precision': 0.31373913043478263, 'recall': 0.25, 'f1-score': 0.2782249742002064, 'support': 60}}
Token level accuracy: 0.5441176470588235
Dev-Data: Prec: 0.312, Rec: 0.250, F1: 0.2778
{'C': {'precision': 0.2206896551724138, 'recall': 0.1553398058252427, 'f1-score': 0.18233618233618235, 'support': 412}, 'P': {'precision': 0.2849462365591398, 'recall': 0.2697201017811705, 'f1-score': 0.27712418300653596, 'support': 393}, 'micro avg': {'precision': 0.256797583081571, 'recall': 0.2111801242236025, 'f1-score': 0.2317655078391275, 'support': 805}, 'macro avg': {'precision': 0.25281794586577677, 'recall': 0.2125299538032066, 'f1-score': 0.22973018267135914, 'support': 805}, 'weighted avg': {'precision': 0.2520596383835732, 'recall': 0.2111801242236025, 'f1-score': 0.22861156651437983, 'support': 805}}
Token level accuracy: 0.5645652173913044
Wrong BIO-Encoding 245/897 labels, 27.31%
{'C': {'precision': 0.2206896551724138, 'recall': 0.1553398058252427, 'f1-score': 0.18233618233618235, 'support': 412}, 'P': {'precision': 0.2849462365591398, 'recall': 0.2697201017811705, 'f1-score': 0.27712418300653596, 'support': 393}, 'micro avg': {'precision': 0.256797583081571, 'recall': 0.2111801242236025, 'f1-score': 0.2317655078391275, 'support': 805}, 'macro avg': {'precision': 0.25281794586577677, 'recall': 0.2125299538032066, 'f1-score': 0.22973018267135914, 'support': 805}, 'weighted avg': {'precision': 0.2520596383835732, 'recall': 0.2111801242236025, 'f1-score': 0.22861156651437983, 'support': 805}}
Token level accuracy: 0.5645652173913044
Wrong BIO-Encoding 10/662 labels, 1.51%
Test-Data: Prec: 0.261, Rec: 0.211, F1: 0.2334

Scores from epoch with best dev-scores:
  Dev-Score: 0.2778
  Test-Score 0.2334

5.62 sec for evaluation

--------- Epoch 15 -----------
961.09 sec for training (14552.64 total)
-- cmv_modes1 --
{'C': {'precision': 0.3142857142857143, 'recall': 0.39285714285714285, 'f1-score': 0.34920634920634924, 'support': 28}, 'P': {'precision': 0.2608695652173913, 'recall': 0.1875, 'f1-score': 0.21818181818181817, 'support': 32}, 'micro avg': {'precision': 0.29310344827586204, 'recall': 0.2833333333333333, 'f1-score': 0.288135593220339, 'support': 60}, 'macro avg': {'precision': 0.2875776397515528, 'recall': 0.2901785714285714, 'f1-score': 0.2836940836940837, 'support': 60}, 'weighted avg': {'precision': 0.28579710144927534, 'recall': 0.2833333333333333, 'f1-score': 0.2793265993265993, 'support': 60}}
Token level accuracy: 0.5321691176470589
{'C': {'precision': 0.3142857142857143, 'recall': 0.39285714285714285, 'f1-score': 0.34920634920634924, 'support': 28}, 'P': {'precision': 0.2608695652173913, 'recall': 0.1875, 'f1-score': 0.21818181818181817, 'support': 32}, 'micro avg': {'precision': 0.29310344827586204, 'recall': 0.2833333333333333, 'f1-score': 0.288135593220339, 'support': 60}, 'macro avg': {'precision': 0.2875776397515528, 'recall': 0.2901785714285714, 'f1-score': 0.2836940836940837, 'support': 60}, 'weighted avg': {'precision': 0.28579710144927534, 'recall': 0.2833333333333333, 'f1-score': 0.2793265993265993, 'support': 60}}
Token level accuracy: 0.5321691176470589
Dev-Data: Prec: 0.293, Rec: 0.283, F1: 0.2881
{'C': {'precision': 0.1921921921921922, 'recall': 0.1553398058252427, 'f1-score': 0.17181208053691274, 'support': 412}, 'P': {'precision': 0.2923076923076923, 'recall': 0.2900763358778626, 'f1-score': 0.2911877394636015, 'support': 393}, 'micro avg': {'precision': 0.24619640387275243, 'recall': 0.22111801242236026, 'f1-score': 0.23298429319371727, 'support': 805}, 'macro avg': {'precision': 0.24224994224994226, 'recall': 0.22270807085155264, 'f1-score': 0.2314999100002571, 'support': 805}, 'weighted avg': {'precision': 0.24106845498149848, 'recall': 0.22111801242236026, 'f1-score': 0.23009112893217817, 'support': 805}}
Token level accuracy: 0.5451630434782608
{'C': {'precision': 0.1921921921921922, 'recall': 0.1553398058252427, 'f1-score': 0.17181208053691274, 'support': 412}, 'P': {'precision': 0.2923076923076923, 'recall': 0.2900763358778626, 'f1-score': 0.2911877394636015, 'support': 393}, 'micro avg': {'precision': 0.24619640387275243, 'recall': 0.22111801242236026, 'f1-score': 0.23298429319371727, 'support': 805}, 'macro avg': {'precision': 0.24224994224994226, 'recall': 0.22270807085155264, 'f1-score': 0.2314999100002571, 'support': 805}, 'weighted avg': {'precision': 0.24106845498149848, 'recall': 0.22111801242236026, 'f1-score': 0.23009112893217817, 'support': 805}}
Token level accuracy: 0.5451630434782608
Test-Data: Prec: 0.246, Rec: 0.221, F1: 0.2330

Scores from epoch with best dev-scores:
  Dev-Score: 0.2881
  Test-Score 0.2330

5.67 sec for evaluation

--------- Epoch 16 -----------
938.23 sec for training (15490.87 total)
-- cmv_modes1 --
{'C': {'precision': 0.20454545454545456, 'recall': 0.32142857142857145, 'f1-score': 0.25000000000000006, 'support': 28}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 32}, 'micro avg': {'precision': 0.1875, 'recall': 0.15, 'f1-score': 0.16666666666666663, 'support': 60}, 'macro avg': {'precision': 0.10227272727272728, 'recall': 0.16071428571428573, 'f1-score': 0.12500000000000003, 'support': 60}, 'weighted avg': {'precision': 0.09545454545454546, 'recall': 0.15, 'f1-score': 0.1166666666666667, 'support': 60}}
Token level accuracy: 0.47058823529411764
{'C': {'precision': 0.20454545454545456, 'recall': 0.32142857142857145, 'f1-score': 0.25000000000000006, 'support': 28}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 32}, 'micro avg': {'precision': 0.1875, 'recall': 0.15, 'f1-score': 0.16666666666666663, 'support': 60}, 'macro avg': {'precision': 0.10227272727272728, 'recall': 0.16071428571428573, 'f1-score': 0.12500000000000003, 'support': 60}, 'weighted avg': {'precision': 0.09545454545454546, 'recall': 0.15, 'f1-score': 0.1166666666666667, 'support': 60}}
Token level accuracy: 0.47058823529411764
Dev-Data: Prec: 0.188, Rec: 0.150, F1: 0.1667
{'C': {'precision': 0.15570175438596492, 'recall': 0.17233009708737865, 'f1-score': 0.16359447004608296, 'support': 412}, 'P': {'precision': 0.27314814814814814, 'recall': 0.15012722646310434, 'f1-score': 0.19376026272577995, 'support': 393}, 'micro avg': {'precision': 0.19345238095238096, 'recall': 0.16149068322981366, 'f1-score': 0.17603249830737983, 'support': 805}, 'macro avg': {'precision': 0.21442495126705652, 'recall': 0.16122866177524148, 'f1-score': 0.17867736638593146, 'support': 805}, 'weighted avg': {'precision': 0.21303893792452144, 'recall': 0.16149068322981366, 'f1-score': 0.17832137255927663, 'support': 805}}
Token level accuracy: 0.5151086956521739
{'C': {'precision': 0.15570175438596492, 'recall': 0.17233009708737865, 'f1-score': 0.16359447004608296, 'support': 412}, 'P': {'precision': 0.27314814814814814, 'recall': 0.15012722646310434, 'f1-score': 0.19376026272577995, 'support': 393}, 'micro avg': {'precision': 0.19345238095238096, 'recall': 0.16149068322981366, 'f1-score': 0.17603249830737983, 'support': 805}, 'macro avg': {'precision': 0.21442495126705652, 'recall': 0.16122866177524148, 'f1-score': 0.17867736638593146, 'support': 805}, 'weighted avg': {'precision': 0.21303893792452144, 'recall': 0.16149068322981366, 'f1-score': 0.17832137255927663, 'support': 805}}
Token level accuracy: 0.5151086956521739
Test-Data: Prec: 0.193, Rec: 0.161, F1: 0.1760

Scores from epoch with best dev-scores:
  Dev-Score: 0.2881
  Test-Score 0.2330

5.11 sec for evaluation

--------- Epoch 17 -----------
956.77 sec for training (16447.65 total)
-- cmv_modes1 --
{'C': {'precision': 0.0967741935483871, 'recall': 0.10714285714285714, 'f1-score': 0.10169491525423728, 'support': 28}, 'P': {'precision': 0.4, 'recall': 0.125, 'f1-score': 0.19047619047619047, 'support': 32}, 'micro avg': {'precision': 0.17073170731707318, 'recall': 0.11666666666666667, 'f1-score': 0.13861386138613863, 'support': 60}, 'macro avg': {'precision': 0.24838709677419357, 'recall': 0.11607142857142858, 'f1-score': 0.14608555286521388, 'support': 60}, 'weighted avg': {'precision': 0.25849462365591397, 'recall': 0.11666666666666667, 'f1-score': 0.14904492870594563, 'support': 60}}
Token level accuracy: 0.5303308823529411
{'C': {'precision': 0.0967741935483871, 'recall': 0.10714285714285714, 'f1-score': 0.10169491525423728, 'support': 28}, 'P': {'precision': 0.4, 'recall': 0.125, 'f1-score': 0.19047619047619047, 'support': 32}, 'micro avg': {'precision': 0.17073170731707318, 'recall': 0.11666666666666667, 'f1-score': 0.13861386138613863, 'support': 60}, 'macro avg': {'precision': 0.24838709677419357, 'recall': 0.11607142857142858, 'f1-score': 0.14608555286521388, 'support': 60}, 'weighted avg': {'precision': 0.25849462365591397, 'recall': 0.11666666666666667, 'f1-score': 0.14904492870594563, 'support': 60}}
Token level accuracy: 0.5303308823529411
Dev-Data: Prec: 0.171, Rec: 0.117, F1: 0.1386
{'C': {'precision': 0.17857142857142858, 'recall': 0.0970873786407767, 'f1-score': 0.12578616352201258, 'support': 412}, 'P': {'precision': 0.2545454545454545, 'recall': 0.21374045801526717, 'f1-score': 0.23236514522821575, 'support': 393}, 'micro avg': {'precision': 0.22382671480144403, 'recall': 0.15403726708074533, 'f1-score': 0.18248712288447386, 'support': 805}, 'macro avg': {'precision': 0.21655844155844156, 'recall': 0.15541391832802193, 'f1-score': 0.17907565437511416, 'support': 805}, 'weighted avg': {'precision': 0.21566185367427604, 'recall': 0.15403726708074533, 'f1-score': 0.1778178899947304, 'support': 805}}
Token level accuracy: 0.5263586956521739
{'C': {'precision': 0.17857142857142858, 'recall': 0.0970873786407767, 'f1-score': 0.12578616352201258, 'support': 412}, 'P': {'precision': 0.2545454545454545, 'recall': 0.21374045801526717, 'f1-score': 0.23236514522821575, 'support': 393}, 'micro avg': {'precision': 0.22382671480144403, 'recall': 0.15403726708074533, 'f1-score': 0.18248712288447386, 'support': 805}, 'macro avg': {'precision': 0.21655844155844156, 'recall': 0.15541391832802193, 'f1-score': 0.17907565437511416, 'support': 805}, 'weighted avg': {'precision': 0.21566185367427604, 'recall': 0.15403726708074533, 'f1-score': 0.1778178899947304, 'support': 805}}
Token level accuracy: 0.5263586956521739
Test-Data: Prec: 0.224, Rec: 0.154, F1: 0.1825

Scores from epoch with best dev-scores:
  Dev-Score: 0.2881
  Test-Score 0.2330

5.00 sec for evaluation

--------- Epoch 18 -----------
954.96 sec for training (17402.61 total)
-- cmv_modes1 --
{'C': {'precision': 0.18181818181818182, 'recall': 0.07142857142857142, 'f1-score': 0.10256410256410255, 'support': 28}, 'P': {'precision': 0.16, 'recall': 0.125, 'f1-score': 0.14035087719298245, 'support': 32}, 'micro avg': {'precision': 0.16666666666666666, 'recall': 0.1, 'f1-score': 0.125, 'support': 60}, 'macro avg': {'precision': 0.1709090909090909, 'recall': 0.09821428571428571, 'f1-score': 0.12145748987854249, 'support': 60}, 'weighted avg': {'precision': 0.17018181818181818, 'recall': 0.1, 'f1-score': 0.12271704903283849, 'support': 60}}
Token level accuracy: 0.39246323529411764
{'C': {'precision': 0.18181818181818182, 'recall': 0.07142857142857142, 'f1-score': 0.10256410256410255, 'support': 28}, 'P': {'precision': 0.16, 'recall': 0.125, 'f1-score': 0.14035087719298245, 'support': 32}, 'micro avg': {'precision': 0.16666666666666666, 'recall': 0.1, 'f1-score': 0.125, 'support': 60}, 'macro avg': {'precision': 0.1709090909090909, 'recall': 0.09821428571428571, 'f1-score': 0.12145748987854249, 'support': 60}, 'weighted avg': {'precision': 0.17018181818181818, 'recall': 0.1, 'f1-score': 0.12271704903283849, 'support': 60}}
Token level accuracy: 0.39246323529411764
Dev-Data: Prec: 0.167, Rec: 0.100, F1: 0.1250
{'C': {'precision': 0.26, 'recall': 0.06310679611650485, 'f1-score': 0.10156250000000001, 'support': 412}, 'P': {'precision': 0.2396088019559902, 'recall': 0.24936386768447838, 'f1-score': 0.24438902743142144, 'support': 393}, 'micro avg': {'precision': 0.24361493123772102, 'recall': 0.15403726708074533, 'f1-score': 0.1887366818873668, 'support': 805}, 'macro avg': {'precision': 0.2498044009779951, 'recall': 0.1562353319004916, 'f1-score': 0.17297576371571072, 'support': 805}, 'weighted avg': {'precision': 0.2500450424455952, 'recall': 0.15403726708074533, 'f1-score': 0.17129023326776227, 'support': 805}}
Token level accuracy: 0.5059239130434783
Wrong BIO-Encoding 13/521 labels, 2.50%
{'C': {'precision': 0.26, 'recall': 0.06310679611650485, 'f1-score': 0.10156250000000001, 'support': 412}, 'P': {'precision': 0.2396088019559902, 'recall': 0.24936386768447838, 'f1-score': 0.24438902743142144, 'support': 393}, 'micro avg': {'precision': 0.24361493123772102, 'recall': 0.15403726708074533, 'f1-score': 0.1887366818873668, 'support': 805}, 'macro avg': {'precision': 0.2498044009779951, 'recall': 0.1562353319004916, 'f1-score': 0.17297576371571072, 'support': 805}, 'weighted avg': {'precision': 0.2500450424455952, 'recall': 0.15403726708074533, 'f1-score': 0.17129023326776227, 'support': 805}}
Token level accuracy: 0.5059239130434783
Wrong BIO-Encoding 1/509 labels, 0.20%
Test-Data: Prec: 0.244, Rec: 0.154, F1: 0.1889

Scores from epoch with best dev-scores:
  Dev-Score: 0.2881
  Test-Score 0.2330

5.56 sec for evaluation

--------- Epoch 19 -----------
975.00 sec for training (18377.61 total)
-- cmv_modes1 --
{'C': {'precision': 0.25925925925925924, 'recall': 0.25, 'f1-score': 0.2545454545454545, 'support': 28}, 'P': {'precision': 0.18181818181818182, 'recall': 0.125, 'f1-score': 0.14814814814814814, 'support': 32}, 'micro avg': {'precision': 0.22448979591836735, 'recall': 0.18333333333333332, 'f1-score': 0.2018348623853211, 'support': 60}, 'macro avg': {'precision': 0.22053872053872053, 'recall': 0.1875, 'f1-score': 0.20134680134680133, 'support': 60}, 'weighted avg': {'precision': 0.2179573512906846, 'recall': 0.18333333333333332, 'f1-score': 0.19780022446689113, 'support': 60}}
Token level accuracy: 0.6047794117647058
{'C': {'precision': 0.25925925925925924, 'recall': 0.25, 'f1-score': 0.2545454545454545, 'support': 28}, 'P': {'precision': 0.18181818181818182, 'recall': 0.125, 'f1-score': 0.14814814814814814, 'support': 32}, 'micro avg': {'precision': 0.22448979591836735, 'recall': 0.18333333333333332, 'f1-score': 0.2018348623853211, 'support': 60}, 'macro avg': {'precision': 0.22053872053872053, 'recall': 0.1875, 'f1-score': 0.20134680134680133, 'support': 60}, 'weighted avg': {'precision': 0.2179573512906846, 'recall': 0.18333333333333332, 'f1-score': 0.19780022446689113, 'support': 60}}
Token level accuracy: 0.6047794117647058
Dev-Data: Prec: 0.224, Rec: 0.183, F1: 0.2018
{'C': {'precision': 0.17712177121771217, 'recall': 0.11650485436893204, 'f1-score': 0.14055636896046853, 'support': 412}, 'P': {'precision': 0.26354679802955666, 'recall': 0.272264631043257, 'f1-score': 0.26783479349186484, 'support': 393}, 'micro avg': {'precision': 0.22895125553914328, 'recall': 0.19254658385093168, 'f1-score': 0.20917678812415655, 'support': 805}, 'macro avg': {'precision': 0.2203342846236344, 'recall': 0.19438474270609452, 'f1-score': 0.20419558122616668, 'support': 805}, 'weighted avg': {'precision': 0.2193143619469729, 'recall': 0.19254658385093168, 'f1-score': 0.20269353770685208, 'support': 805}}
Token level accuracy: 0.5691304347826087
{'C': {'precision': 0.17712177121771217, 'recall': 0.11650485436893204, 'f1-score': 0.14055636896046853, 'support': 412}, 'P': {'precision': 0.26354679802955666, 'recall': 0.272264631043257, 'f1-score': 0.26783479349186484, 'support': 393}, 'micro avg': {'precision': 0.22895125553914328, 'recall': 0.19254658385093168, 'f1-score': 0.20917678812415655, 'support': 805}, 'macro avg': {'precision': 0.2203342846236344, 'recall': 0.19438474270609452, 'f1-score': 0.20419558122616668, 'support': 805}, 'weighted avg': {'precision': 0.2193143619469729, 'recall': 0.19254658385093168, 'f1-score': 0.20269353770685208, 'support': 805}}
Token level accuracy: 0.5691304347826087
Test-Data: Prec: 0.229, Rec: 0.193, F1: 0.2092

Scores from epoch with best dev-scores:
  Dev-Score: 0.2881
  Test-Score 0.2330

5.19 sec for evaluation

--------- Epoch 20 -----------
980.49 sec for training (19358.10 total)
-- cmv_modes1 --
{'C': {'precision': 0.2682926829268293, 'recall': 0.39285714285714285, 'f1-score': 0.31884057971014496, 'support': 28}, 'P': {'precision': 0.21428571428571427, 'recall': 0.09375, 'f1-score': 0.13043478260869562, 'support': 32}, 'micro avg': {'precision': 0.2545454545454545, 'recall': 0.23333333333333334, 'f1-score': 0.2434782608695652, 'support': 60}, 'macro avg': {'precision': 0.2412891986062718, 'recall': 0.24330357142857142, 'f1-score': 0.2246376811594203, 'support': 60}, 'weighted avg': {'precision': 0.2394889663182346, 'recall': 0.23333333333333334, 'f1-score': 0.21835748792270532, 'support': 60}}
Token level accuracy: 0.5928308823529411
{'C': {'precision': 0.2682926829268293, 'recall': 0.39285714285714285, 'f1-score': 0.31884057971014496, 'support': 28}, 'P': {'precision': 0.21428571428571427, 'recall': 0.09375, 'f1-score': 0.13043478260869562, 'support': 32}, 'micro avg': {'precision': 0.2545454545454545, 'recall': 0.23333333333333334, 'f1-score': 0.2434782608695652, 'support': 60}, 'macro avg': {'precision': 0.2412891986062718, 'recall': 0.24330357142857142, 'f1-score': 0.2246376811594203, 'support': 60}, 'weighted avg': {'precision': 0.2394889663182346, 'recall': 0.23333333333333334, 'f1-score': 0.21835748792270532, 'support': 60}}
Token level accuracy: 0.5928308823529411
Dev-Data: Prec: 0.255, Rec: 0.233, F1: 0.2435
{'C': {'precision': 0.17882352941176471, 'recall': 0.18446601941747573, 'f1-score': 0.18160095579450417, 'support': 412}, 'P': {'precision': 0.3230240549828179, 'recall': 0.23918575063613232, 'f1-score': 0.2748538011695907, 'support': 393}, 'micro avg': {'precision': 0.23743016759776536, 'recall': 0.2111801242236025, 'f1-score': 0.2235371466140697, 'support': 805}, 'macro avg': {'precision': 0.25092379219729133, 'recall': 0.21182588502680402, 'f1-score': 0.22822737848204744, 'support': 805}, 'weighted avg': {'precision': 0.2492220468644652, 'recall': 0.2111801242236025, 'f1-score': 0.22712687906457746, 'support': 805}}
Token level accuracy: 0.5615217391304348
Wrong BIO-Encoding 79/794 labels, 9.95%
{'C': {'precision': 0.17882352941176471, 'recall': 0.18446601941747573, 'f1-score': 0.18160095579450417, 'support': 412}, 'P': {'precision': 0.3230240549828179, 'recall': 0.23918575063613232, 'f1-score': 0.2748538011695907, 'support': 393}, 'micro avg': {'precision': 0.23743016759776536, 'recall': 0.2111801242236025, 'f1-score': 0.2235371466140697, 'support': 805}, 'macro avg': {'precision': 0.25092379219729133, 'recall': 0.21182588502680402, 'f1-score': 0.22822737848204744, 'support': 805}, 'weighted avg': {'precision': 0.2492220468644652, 'recall': 0.2111801242236025, 'f1-score': 0.22712687906457746, 'support': 805}}
Token level accuracy: 0.5615217391304348
Wrong BIO-Encoding 1/716 labels, 0.14%
Test-Data: Prec: 0.238, Rec: 0.211, F1: 0.2237

Scores from epoch with best dev-scores:
  Dev-Score: 0.2881
  Test-Score 0.2330

4.98 sec for evaluation

--------- Epoch 21 -----------
986.36 sec for training (20344.46 total)
-- cmv_modes1 --
{'C': {'precision': 0.11538461538461539, 'recall': 0.10714285714285714, 'f1-score': 0.11111111111111112, 'support': 28}, 'P': {'precision': 0.22727272727272727, 'recall': 0.15625, 'f1-score': 0.18518518518518515, 'support': 32}, 'micro avg': {'precision': 0.16666666666666666, 'recall': 0.13333333333333333, 'f1-score': 0.14814814814814814, 'support': 60}, 'macro avg': {'precision': 0.17132867132867133, 'recall': 0.13169642857142858, 'f1-score': 0.14814814814814814, 'support': 60}, 'weighted avg': {'precision': 0.17505827505827506, 'recall': 0.13333333333333333, 'f1-score': 0.15061728395061727, 'support': 60}}
Token level accuracy: 0.5220588235294118
{'C': {'precision': 0.11538461538461539, 'recall': 0.10714285714285714, 'f1-score': 0.11111111111111112, 'support': 28}, 'P': {'precision': 0.22727272727272727, 'recall': 0.15625, 'f1-score': 0.18518518518518515, 'support': 32}, 'micro avg': {'precision': 0.16666666666666666, 'recall': 0.13333333333333333, 'f1-score': 0.14814814814814814, 'support': 60}, 'macro avg': {'precision': 0.17132867132867133, 'recall': 0.13169642857142858, 'f1-score': 0.14814814814814814, 'support': 60}, 'weighted avg': {'precision': 0.17505827505827506, 'recall': 0.13333333333333333, 'f1-score': 0.15061728395061727, 'support': 60}}
Token level accuracy: 0.5220588235294118
Dev-Data: Prec: 0.167, Rec: 0.133, F1: 0.1481
{'C': {'precision': 0.16546762589928057, 'recall': 0.11165048543689321, 'f1-score': 0.13333333333333333, 'support': 412}, 'P': {'precision': 0.2742382271468144, 'recall': 0.25190839694656486, 'f1-score': 0.2625994694960212, 'support': 393}, 'micro avg': {'precision': 0.2269170579029734, 'recall': 0.18012422360248448, 'f1-score': 0.20083102493074792, 'support': 805}, 'macro avg': {'precision': 0.2198529265230475, 'recall': 0.18177944119172904, 'f1-score': 0.19796640141467725, 'support': 805}, 'weighted avg': {'precision': 0.21856929830956728, 'recall': 0.18012422360248448, 'f1-score': 0.1964409004289064, 'support': 805}}
Token level accuracy: 0.5478260869565217
{'C': {'precision': 0.16546762589928057, 'recall': 0.11165048543689321, 'f1-score': 0.13333333333333333, 'support': 412}, 'P': {'precision': 0.2742382271468144, 'recall': 0.25190839694656486, 'f1-score': 0.2625994694960212, 'support': 393}, 'micro avg': {'precision': 0.2269170579029734, 'recall': 0.18012422360248448, 'f1-score': 0.20083102493074792, 'support': 805}, 'macro avg': {'precision': 0.2198529265230475, 'recall': 0.18177944119172904, 'f1-score': 0.19796640141467725, 'support': 805}, 'weighted avg': {'precision': 0.21856929830956728, 'recall': 0.18012422360248448, 'f1-score': 0.1964409004289064, 'support': 805}}
Token level accuracy: 0.5478260869565217
Test-Data: Prec: 0.227, Rec: 0.180, F1: 0.2008

Scores from epoch with best dev-scores:
  Dev-Score: 0.2881
  Test-Score 0.2330

5.49 sec for evaluation

--------- Epoch 22 -----------
968.48 sec for training (21312.94 total)
-- cmv_modes1 --
{'C': {'precision': 0.06451612903225806, 'recall': 0.07142857142857142, 'f1-score': 0.06779661016949153, 'support': 28}, 'P': {'precision': 0.36363636363636365, 'recall': 0.125, 'f1-score': 0.18604651162790697, 'support': 32}, 'micro avg': {'precision': 0.14285714285714285, 'recall': 0.1, 'f1-score': 0.11764705882352941, 'support': 60}, 'macro avg': {'precision': 0.21407624633431085, 'recall': 0.09821428571428571, 'f1-score': 0.12692156089869924, 'support': 60}, 'weighted avg': {'precision': 0.22404692082111438, 'recall': 0.1, 'f1-score': 0.13086322428064642, 'support': 60}}
Token level accuracy: 0.5229779411764706
{'C': {'precision': 0.06451612903225806, 'recall': 0.07142857142857142, 'f1-score': 0.06779661016949153, 'support': 28}, 'P': {'precision': 0.36363636363636365, 'recall': 0.125, 'f1-score': 0.18604651162790697, 'support': 32}, 'micro avg': {'precision': 0.14285714285714285, 'recall': 0.1, 'f1-score': 0.11764705882352941, 'support': 60}, 'macro avg': {'precision': 0.21407624633431085, 'recall': 0.09821428571428571, 'f1-score': 0.12692156089869924, 'support': 60}, 'weighted avg': {'precision': 0.22404692082111438, 'recall': 0.1, 'f1-score': 0.13086322428064642, 'support': 60}}
Token level accuracy: 0.5229779411764706
Dev-Data: Prec: 0.143, Rec: 0.100, F1: 0.1176
{'C': {'precision': 0.1471698113207547, 'recall': 0.09466019417475728, 'f1-score': 0.11521418020679468, 'support': 412}, 'P': {'precision': 0.25705329153605017, 'recall': 0.20865139949109415, 'f1-score': 0.23033707865168543, 'support': 393}, 'micro avg': {'precision': 0.2071917808219178, 'recall': 0.15031055900621118, 'f1-score': 0.1742260619150468, 'support': 805}, 'macro avg': {'precision': 0.20211155142840243, 'recall': 0.1516557968329257, 'f1-score': 0.17277562942924005, 'support': 805}, 'weighted avg': {'precision': 0.20081478986064427, 'recall': 0.15031055900621118, 'f1-score': 0.1714170362177786, 'support': 805}}
Token level accuracy: 0.5205978260869565
{'C': {'precision': 0.1471698113207547, 'recall': 0.09466019417475728, 'f1-score': 0.11521418020679468, 'support': 412}, 'P': {'precision': 0.25705329153605017, 'recall': 0.20865139949109415, 'f1-score': 0.23033707865168543, 'support': 393}, 'micro avg': {'precision': 0.2071917808219178, 'recall': 0.15031055900621118, 'f1-score': 0.1742260619150468, 'support': 805}, 'macro avg': {'precision': 0.20211155142840243, 'recall': 0.1516557968329257, 'f1-score': 0.17277562942924005, 'support': 805}, 'weighted avg': {'precision': 0.20081478986064427, 'recall': 0.15031055900621118, 'f1-score': 0.1714170362177786, 'support': 805}}
Token level accuracy: 0.5205978260869565
Test-Data: Prec: 0.207, Rec: 0.150, F1: 0.1742

Scores from epoch with best dev-scores:
  Dev-Score: 0.2881
  Test-Score 0.2330

5.18 sec for evaluation

--------- Epoch 23 -----------
944.88 sec for training (22257.82 total)
-- cmv_modes1 --
{'C': {'precision': 0.21052631578947367, 'recall': 0.14285714285714285, 'f1-score': 0.1702127659574468, 'support': 28}, 'P': {'precision': 0.10810810810810811, 'recall': 0.125, 'f1-score': 0.11594202898550725, 'support': 32}, 'micro avg': {'precision': 0.14285714285714285, 'recall': 0.13333333333333333, 'f1-score': 0.1379310344827586, 'support': 60}, 'macro avg': {'precision': 0.1593172119487909, 'recall': 0.13392857142857142, 'f1-score': 0.14307739747147702, 'support': 60}, 'weighted avg': {'precision': 0.1559032716927454, 'recall': 0.13333333333333333, 'f1-score': 0.1412683729057457, 'support': 60}}
Token level accuracy: 0.5900735294117647
{'C': {'precision': 0.21052631578947367, 'recall': 0.14285714285714285, 'f1-score': 0.1702127659574468, 'support': 28}, 'P': {'precision': 0.10810810810810811, 'recall': 0.125, 'f1-score': 0.11594202898550725, 'support': 32}, 'micro avg': {'precision': 0.14285714285714285, 'recall': 0.13333333333333333, 'f1-score': 0.1379310344827586, 'support': 60}, 'macro avg': {'precision': 0.1593172119487909, 'recall': 0.13392857142857142, 'f1-score': 0.14307739747147702, 'support': 60}, 'weighted avg': {'precision': 0.1559032716927454, 'recall': 0.13333333333333333, 'f1-score': 0.1412683729057457, 'support': 60}}
Token level accuracy: 0.5900735294117647
Dev-Data: Prec: 0.143, Rec: 0.133, F1: 0.1379
{'C': {'precision': 0.25161290322580643, 'recall': 0.09466019417475728, 'f1-score': 0.13756613756613756, 'support': 412}, 'P': {'precision': 0.23333333333333334, 'recall': 0.32061068702290074, 'f1-score': 0.27009646302250806, 'support': 393}, 'micro avg': {'precision': 0.23741007194244604, 'recall': 0.20496894409937888, 'f1-score': 0.22, 'support': 805}, 'macro avg': {'precision': 0.24247311827956988, 'recall': 0.20763544059882902, 'f1-score': 0.2038313002943228, 'support': 805}, 'weighted avg': {'precision': 0.24268883991184131, 'recall': 0.20496894409937888, 'f1-score': 0.20226727781999299, 'support': 805}}
Token level accuracy: 0.5332065217391304
{'C': {'precision': 0.25161290322580643, 'recall': 0.09466019417475728, 'f1-score': 0.13756613756613756, 'support': 412}, 'P': {'precision': 0.23333333333333334, 'recall': 0.32061068702290074, 'f1-score': 0.27009646302250806, 'support': 393}, 'micro avg': {'precision': 0.23741007194244604, 'recall': 0.20496894409937888, 'f1-score': 0.22, 'support': 805}, 'macro avg': {'precision': 0.24247311827956988, 'recall': 0.20763544059882902, 'f1-score': 0.2038313002943228, 'support': 805}, 'weighted avg': {'precision': 0.24268883991184131, 'recall': 0.20496894409937888, 'f1-score': 0.20226727781999299, 'support': 805}}
Token level accuracy: 0.5332065217391304
Test-Data: Prec: 0.237, Rec: 0.205, F1: 0.2200

Scores from epoch with best dev-scores:
  Dev-Score: 0.2881
  Test-Score 0.2330

5.00 sec for evaluation

--------- Epoch 24 -----------
935.17 sec for training (23192.99 total)
-- cmv_modes1 --
{'C': {'precision': 0.2682926829268293, 'recall': 0.39285714285714285, 'f1-score': 0.31884057971014496, 'support': 28}, 'P': {'precision': 0.26666666666666666, 'recall': 0.125, 'f1-score': 0.1702127659574468, 'support': 32}, 'micro avg': {'precision': 0.26785714285714285, 'recall': 0.25, 'f1-score': 0.25862068965517243, 'support': 60}, 'macro avg': {'precision': 0.26747967479674795, 'recall': 0.2589285714285714, 'f1-score': 0.24452667283379587, 'support': 60}, 'weighted avg': {'precision': 0.26742547425474256, 'recall': 0.25, 'f1-score': 0.2395724123753726, 'support': 60}}
Token level accuracy: 0.5588235294117647
{'C': {'precision': 0.2682926829268293, 'recall': 0.39285714285714285, 'f1-score': 0.31884057971014496, 'support': 28}, 'P': {'precision': 0.26666666666666666, 'recall': 0.125, 'f1-score': 0.1702127659574468, 'support': 32}, 'micro avg': {'precision': 0.26785714285714285, 'recall': 0.25, 'f1-score': 0.25862068965517243, 'support': 60}, 'macro avg': {'precision': 0.26747967479674795, 'recall': 0.2589285714285714, 'f1-score': 0.24452667283379587, 'support': 60}, 'weighted avg': {'precision': 0.26742547425474256, 'recall': 0.25, 'f1-score': 0.2395724123753726, 'support': 60}}
Token level accuracy: 0.5588235294117647
Dev-Data: Prec: 0.268, Rec: 0.250, F1: 0.2586
{'C': {'precision': 0.20580474934036938, 'recall': 0.18932038834951456, 'f1-score': 0.19721871049304676, 'support': 412}, 'P': {'precision': 0.3256484149855908, 'recall': 0.2875318066157761, 'f1-score': 0.3054054054054054, 'support': 393}, 'micro avg': {'precision': 0.2630853994490358, 'recall': 0.2372670807453416, 'f1-score': 0.2495101241018942, 'support': 805}, 'macro avg': {'precision': 0.26572658216298006, 'recall': 0.23842609748264532, 'f1-score': 0.25131205794922606, 'support': 805}, 'weighted avg': {'precision': 0.26431227803424767, 'recall': 0.2372670807453416, 'f1-score': 0.2500353205558504, 'support': 805}}
Token level accuracy: 0.5659782608695653
{'C': {'precision': 0.20580474934036938, 'recall': 0.18932038834951456, 'f1-score': 0.19721871049304676, 'support': 412}, 'P': {'precision': 0.3256484149855908, 'recall': 0.2875318066157761, 'f1-score': 0.3054054054054054, 'support': 393}, 'micro avg': {'precision': 0.2630853994490358, 'recall': 0.2372670807453416, 'f1-score': 0.2495101241018942, 'support': 805}, 'macro avg': {'precision': 0.26572658216298006, 'recall': 0.23842609748264532, 'f1-score': 0.25131205794922606, 'support': 805}, 'weighted avg': {'precision': 0.26431227803424767, 'recall': 0.2372670807453416, 'f1-score': 0.2500353205558504, 'support': 805}}
Token level accuracy: 0.5659782608695653
Test-Data: Prec: 0.263, Rec: 0.237, F1: 0.2495

Scores from epoch with best dev-scores:
  Dev-Score: 0.2881
  Test-Score 0.2330

5.04 sec for evaluation

--------- Epoch 25 -----------
937.48 sec for training (24130.47 total)
-- cmv_modes1 --
{'C': {'precision': 0.13953488372093023, 'recall': 0.21428571428571427, 'f1-score': 0.16901408450704225, 'support': 28}, 'P': {'precision': 0.23076923076923078, 'recall': 0.09375, 'f1-score': 0.13333333333333333, 'support': 32}, 'micro avg': {'precision': 0.16071428571428573, 'recall': 0.15, 'f1-score': 0.15517241379310345, 'support': 60}, 'macro avg': {'precision': 0.1851520572450805, 'recall': 0.15401785714285715, 'f1-score': 0.15117370892018778, 'support': 60}, 'weighted avg': {'precision': 0.18819320214669052, 'recall': 0.15, 'f1-score': 0.14998435054773082, 'support': 60}}
Token level accuracy: 0.6121323529411765
{'C': {'precision': 0.13953488372093023, 'recall': 0.21428571428571427, 'f1-score': 0.16901408450704225, 'support': 28}, 'P': {'precision': 0.23076923076923078, 'recall': 0.09375, 'f1-score': 0.13333333333333333, 'support': 32}, 'micro avg': {'precision': 0.16071428571428573, 'recall': 0.15, 'f1-score': 0.15517241379310345, 'support': 60}, 'macro avg': {'precision': 0.1851520572450805, 'recall': 0.15401785714285715, 'f1-score': 0.15117370892018778, 'support': 60}, 'weighted avg': {'precision': 0.18819320214669052, 'recall': 0.15, 'f1-score': 0.14998435054773082, 'support': 60}}
Token level accuracy: 0.6121323529411765
Dev-Data: Prec: 0.161, Rec: 0.150, F1: 0.1552
{'C': {'precision': 0.15680473372781065, 'recall': 0.12864077669902912, 'f1-score': 0.14133333333333334, 'support': 412}, 'P': {'precision': 0.3020527859237537, 'recall': 0.26208651399491095, 'f1-score': 0.28065395095367845, 'support': 393}, 'micro avg': {'precision': 0.22974963181148747, 'recall': 0.1937888198757764, 'f1-score': 0.21024258760107814, 'support': 805}, 'macro avg': {'precision': 0.22942875982578215, 'recall': 0.19536364534697004, 'f1-score': 0.2109936421435059, 'support': 805}, 'weighted avg': {'precision': 0.22771465237750704, 'recall': 0.1937888198757764, 'f1-score': 0.20934948578649562, 'support': 805}}
Token level accuracy: 0.5667391304347826
{'C': {'precision': 0.15680473372781065, 'recall': 0.12864077669902912, 'f1-score': 0.14133333333333334, 'support': 412}, 'P': {'precision': 0.3020527859237537, 'recall': 0.26208651399491095, 'f1-score': 0.28065395095367845, 'support': 393}, 'micro avg': {'precision': 0.22974963181148747, 'recall': 0.1937888198757764, 'f1-score': 0.21024258760107814, 'support': 805}, 'macro avg': {'precision': 0.22942875982578215, 'recall': 0.19536364534697004, 'f1-score': 0.2109936421435059, 'support': 805}, 'weighted avg': {'precision': 0.22771465237750704, 'recall': 0.1937888198757764, 'f1-score': 0.20934948578649562, 'support': 805}}
Token level accuracy: 0.5667391304347826
Test-Data: Prec: 0.230, Rec: 0.194, F1: 0.2102

Scores from epoch with best dev-scores:
  Dev-Score: 0.2881
  Test-Score 0.2330

4.92 sec for evaluation

--------- Epoch 26 -----------
1006.22 sec for training (25136.69 total)
-- cmv_modes1 --
{'C': {'precision': 0.1794871794871795, 'recall': 0.25, 'f1-score': 0.208955223880597, 'support': 28}, 'P': {'precision': 0.36363636363636365, 'recall': 0.125, 'f1-score': 0.18604651162790697, 'support': 32}, 'micro avg': {'precision': 0.22, 'recall': 0.18333333333333332, 'f1-score': 0.2, 'support': 60}, 'macro avg': {'precision': 0.2715617715617716, 'recall': 0.1875, 'f1-score': 0.197500867754252, 'support': 60}, 'weighted avg': {'precision': 0.2777000777000777, 'recall': 0.18333333333333332, 'f1-score': 0.19673724401249568, 'support': 60}}
Token level accuracy: 0.5698529411764706
{'C': {'precision': 0.1794871794871795, 'recall': 0.25, 'f1-score': 0.208955223880597, 'support': 28}, 'P': {'precision': 0.36363636363636365, 'recall': 0.125, 'f1-score': 0.18604651162790697, 'support': 32}, 'micro avg': {'precision': 0.22, 'recall': 0.18333333333333332, 'f1-score': 0.2, 'support': 60}, 'macro avg': {'precision': 0.2715617715617716, 'recall': 0.1875, 'f1-score': 0.197500867754252, 'support': 60}, 'weighted avg': {'precision': 0.2777000777000777, 'recall': 0.18333333333333332, 'f1-score': 0.19673724401249568, 'support': 60}}
Token level accuracy: 0.5698529411764706
Dev-Data: Prec: 0.220, Rec: 0.183, F1: 0.2000
{'C': {'precision': 0.14962593516209477, 'recall': 0.14563106796116504, 'f1-score': 0.14760147601476015, 'support': 412}, 'P': {'precision': 0.3029197080291971, 'recall': 0.21119592875318066, 'f1-score': 0.2488755622188905, 'support': 393}, 'micro avg': {'precision': 0.21185185185185185, 'recall': 0.17763975155279504, 'f1-score': 0.19324324324324327, 'support': 805}, 'macro avg': {'precision': 0.22627282159564593, 'recall': 0.17841349835717285, 'f1-score': 0.19823851911682533, 'support': 805}, 'weighted avg': {'precision': 0.2244637646487671, 'recall': 0.17763975155279504, 'f1-score': 0.19704335909329831, 'support': 805}}
Token level accuracy: 0.5579347826086957
{'C': {'precision': 0.14962593516209477, 'recall': 0.14563106796116504, 'f1-score': 0.14760147601476015, 'support': 412}, 'P': {'precision': 0.3029197080291971, 'recall': 0.21119592875318066, 'f1-score': 0.2488755622188905, 'support': 393}, 'micro avg': {'precision': 0.21185185185185185, 'recall': 0.17763975155279504, 'f1-score': 0.19324324324324327, 'support': 805}, 'macro avg': {'precision': 0.22627282159564593, 'recall': 0.17841349835717285, 'f1-score': 0.19823851911682533, 'support': 805}, 'weighted avg': {'precision': 0.2244637646487671, 'recall': 0.17763975155279504, 'f1-score': 0.19704335909329831, 'support': 805}}
Token level accuracy: 0.5579347826086957
Test-Data: Prec: 0.212, Rec: 0.178, F1: 0.1932

Scores from epoch with best dev-scores:
  Dev-Score: 0.2881
  Test-Score 0.2330

5.63 sec for evaluation

--------- Epoch 27 -----------
999.48 sec for training (26136.17 total)
-- cmv_modes1 --
{'C': {'precision': 0.3076923076923077, 'recall': 0.2857142857142857, 'f1-score': 0.29629629629629634, 'support': 28}, 'P': {'precision': 0.3333333333333333, 'recall': 0.21875, 'f1-score': 0.2641509433962264, 'support': 32}, 'micro avg': {'precision': 0.3191489361702128, 'recall': 0.25, 'f1-score': 0.28037383177570097, 'support': 60}, 'macro avg': {'precision': 0.3205128205128205, 'recall': 0.25223214285714285, 'f1-score': 0.2802236198462614, 'support': 60}, 'weighted avg': {'precision': 0.3213675213675214, 'recall': 0.25, 'f1-score': 0.2791521080829257, 'support': 60}}
Token level accuracy: 0.5909926470588235
{'C': {'precision': 0.3076923076923077, 'recall': 0.2857142857142857, 'f1-score': 0.29629629629629634, 'support': 28}, 'P': {'precision': 0.3333333333333333, 'recall': 0.21875, 'f1-score': 0.2641509433962264, 'support': 32}, 'micro avg': {'precision': 0.3191489361702128, 'recall': 0.25, 'f1-score': 0.28037383177570097, 'support': 60}, 'macro avg': {'precision': 0.3205128205128205, 'recall': 0.25223214285714285, 'f1-score': 0.2802236198462614, 'support': 60}, 'weighted avg': {'precision': 0.3213675213675214, 'recall': 0.25, 'f1-score': 0.2791521080829257, 'support': 60}}
Token level accuracy: 0.5909926470588235
Dev-Data: Prec: 0.319, Rec: 0.250, F1: 0.2804
{'C': {'precision': 0.23529411764705882, 'recall': 0.18446601941747573, 'f1-score': 0.2068027210884354, 'support': 412}, 'P': {'precision': 0.3014018691588785, 'recall': 0.3282442748091603, 'f1-score': 0.3142509135200975, 'support': 393}, 'micro avg': {'precision': 0.2729693741677763, 'recall': 0.2546583850931677, 'f1-score': 0.26349614395886883, 'support': 805}, 'macro avg': {'precision': 0.26834799340296867, 'recall': 0.256355147113318, 'f1-score': 0.2605268173042664, 'support': 805}, 'weighted avg': {'precision': 0.26756783981369875, 'recall': 0.2546583850931677, 'f1-score': 0.2592587951575574, 'support': 805}}
Token level accuracy: 0.5797826086956521
Wrong BIO-Encoding 55/805 labels, 6.83%
{'C': {'precision': 0.23529411764705882, 'recall': 0.18446601941747573, 'f1-score': 0.2068027210884354, 'support': 412}, 'P': {'precision': 0.3014018691588785, 'recall': 0.3282442748091603, 'f1-score': 0.3142509135200975, 'support': 393}, 'micro avg': {'precision': 0.2729693741677763, 'recall': 0.2546583850931677, 'f1-score': 0.26349614395886883, 'support': 805}, 'macro avg': {'precision': 0.26834799340296867, 'recall': 0.256355147113318, 'f1-score': 0.2605268173042664, 'support': 805}, 'weighted avg': {'precision': 0.26756783981369875, 'recall': 0.2546583850931677, 'f1-score': 0.2592587951575574, 'support': 805}}
Token level accuracy: 0.5797826086956521
Wrong BIO-Encoding 1/751 labels, 0.13%
Test-Data: Prec: 0.273, Rec: 0.255, F1: 0.2637

Scores from epoch with best dev-scores:
  Dev-Score: 0.2881
  Test-Score 0.2330

5.52 sec for evaluation

--------- Epoch 28 -----------
1003.11 sec for training (27139.28 total)
-- cmv_modes1 --
{'C': {'precision': 0.17647058823529413, 'recall': 0.10714285714285714, 'f1-score': 0.13333333333333333, 'support': 28}, 'P': {'precision': 0.375, 'recall': 0.28125, 'f1-score': 0.32142857142857145, 'support': 32}, 'micro avg': {'precision': 0.2926829268292683, 'recall': 0.2, 'f1-score': 0.2376237623762376, 'support': 60}, 'macro avg': {'precision': 0.2757352941176471, 'recall': 0.19419642857142858, 'f1-score': 0.2273809523809524, 'support': 60}, 'weighted avg': {'precision': 0.2823529411764706, 'recall': 0.2, 'f1-score': 0.23365079365079364, 'support': 60}}
Token level accuracy: 0.5349264705882353
{'C': {'precision': 0.17647058823529413, 'recall': 0.10714285714285714, 'f1-score': 0.13333333333333333, 'support': 28}, 'P': {'precision': 0.375, 'recall': 0.28125, 'f1-score': 0.32142857142857145, 'support': 32}, 'micro avg': {'precision': 0.2926829268292683, 'recall': 0.2, 'f1-score': 0.2376237623762376, 'support': 60}, 'macro avg': {'precision': 0.2757352941176471, 'recall': 0.19419642857142858, 'f1-score': 0.2273809523809524, 'support': 60}, 'weighted avg': {'precision': 0.2823529411764706, 'recall': 0.2, 'f1-score': 0.23365079365079364, 'support': 60}}
Token level accuracy: 0.5349264705882353
Dev-Data: Prec: 0.293, Rec: 0.200, F1: 0.2376
{'C': {'precision': 0.2254335260115607, 'recall': 0.09466019417475728, 'f1-score': 0.13333333333333333, 'support': 412}, 'P': {'precision': 0.29550827423167847, 'recall': 0.31806615776081426, 'f1-score': 0.3063725490196078, 'support': 393}, 'micro avg': {'precision': 0.2751677852348993, 'recall': 0.20372670807453416, 'f1-score': 0.23411848679514632, 'support': 805}, 'macro avg': {'precision': 0.26047090012161955, 'recall': 0.20636317596778578, 'f1-score': 0.21985294117647058, 'support': 805}, 'weighted avg': {'precision': 0.2596439310432455, 'recall': 0.20372670807453416, 'f1-score': 0.2178108634758251, 'support': 805}}
Token level accuracy: 0.521358695652174
Wrong BIO-Encoding 42/634 labels, 6.62%
{'C': {'precision': 0.2254335260115607, 'recall': 0.09466019417475728, 'f1-score': 0.13333333333333333, 'support': 412}, 'P': {'precision': 0.29550827423167847, 'recall': 0.31806615776081426, 'f1-score': 0.3063725490196078, 'support': 393}, 'micro avg': {'precision': 0.2751677852348993, 'recall': 0.20372670807453416, 'f1-score': 0.23411848679514632, 'support': 805}, 'macro avg': {'precision': 0.26047090012161955, 'recall': 0.20636317596778578, 'f1-score': 0.21985294117647058, 'support': 805}, 'weighted avg': {'precision': 0.2596439310432455, 'recall': 0.20372670807453416, 'f1-score': 0.2178108634758251, 'support': 805}}
Token level accuracy: 0.521358695652174
Wrong BIO-Encoding 4/596 labels, 0.67%
Test-Data: Prec: 0.277, Rec: 0.204, F1: 0.2348

Scores from epoch with best dev-scores:
  Dev-Score: 0.2881
  Test-Score 0.2330

5.58 sec for evaluation

--------- Epoch 29 -----------
1013.94 sec for training (28153.22 total)
-- cmv_modes1 --
{'C': {'precision': 0.42857142857142855, 'recall': 0.42857142857142855, 'f1-score': 0.42857142857142855, 'support': 28}, 'P': {'precision': 0.24, 'recall': 0.1875, 'f1-score': 0.21052631578947367, 'support': 32}, 'micro avg': {'precision': 0.33962264150943394, 'recall': 0.3, 'f1-score': 0.3185840707964602, 'support': 60}, 'macro avg': {'precision': 0.3342857142857143, 'recall': 0.3080357142857143, 'f1-score': 0.31954887218045114, 'support': 60}, 'weighted avg': {'precision': 0.328, 'recall': 0.3, 'f1-score': 0.31228070175438594, 'support': 60}}
Token level accuracy: 0.6268382352941176
{'C': {'precision': 0.42857142857142855, 'recall': 0.42857142857142855, 'f1-score': 0.42857142857142855, 'support': 28}, 'P': {'precision': 0.24, 'recall': 0.1875, 'f1-score': 0.21052631578947367, 'support': 32}, 'micro avg': {'precision': 0.33962264150943394, 'recall': 0.3, 'f1-score': 0.3185840707964602, 'support': 60}, 'macro avg': {'precision': 0.3342857142857143, 'recall': 0.3080357142857143, 'f1-score': 0.31954887218045114, 'support': 60}, 'weighted avg': {'precision': 0.328, 'recall': 0.3, 'f1-score': 0.31228070175438594, 'support': 60}}
Token level accuracy: 0.6268382352941176
Dev-Data: Prec: 0.340, Rec: 0.300, F1: 0.3186
{'C': {'precision': 0.22935779816513763, 'recall': 0.12135922330097088, 'f1-score': 0.15873015873015875, 'support': 412}, 'P': {'precision': 0.29535864978902954, 'recall': 0.356234096692112, 'f1-score': 0.3229527104959631, 'support': 393}, 'micro avg': {'precision': 0.2745664739884393, 'recall': 0.2360248447204969, 'f1-score': 0.2538410153640615, 'support': 805}, 'macro avg': {'precision': 0.2623582239770836, 'recall': 0.23879665999654143, 'f1-score': 0.2408414346130609, 'support': 805}, 'weighted avg': {'precision': 0.2615793319392861, 'recall': 0.2360248447204969, 'f1-score': 0.23890340449905453, 'support': 805}}
Token level accuracy: 0.54125
{'C': {'precision': 0.22935779816513763, 'recall': 0.12135922330097088, 'f1-score': 0.15873015873015875, 'support': 412}, 'P': {'precision': 0.29535864978902954, 'recall': 0.356234096692112, 'f1-score': 0.3229527104959631, 'support': 393}, 'micro avg': {'precision': 0.2745664739884393, 'recall': 0.2360248447204969, 'f1-score': 0.2538410153640615, 'support': 805}, 'macro avg': {'precision': 0.2623582239770836, 'recall': 0.23879665999654143, 'f1-score': 0.2408414346130609, 'support': 805}, 'weighted avg': {'precision': 0.2615793319392861, 'recall': 0.2360248447204969, 'f1-score': 0.23890340449905453, 'support': 805}}
Token level accuracy: 0.54125
Test-Data: Prec: 0.275, Rec: 0.236, F1: 0.2538

Scores from epoch with best dev-scores:
  Dev-Score: 0.3186
  Test-Score 0.2538

6.64 sec for evaluation

--------- Epoch 30 -----------
1020.71 sec for training (29173.93 total)
-- cmv_modes1 --
{'C': {'precision': 0.15789473684210525, 'recall': 0.21428571428571427, 'f1-score': 0.18181818181818182, 'support': 28}, 'P': {'precision': 0.18181818181818182, 'recall': 0.0625, 'f1-score': 0.09302325581395349, 'support': 32}, 'micro avg': {'precision': 0.16326530612244897, 'recall': 0.13333333333333333, 'f1-score': 0.14678899082568808, 'support': 60}, 'macro avg': {'precision': 0.16985645933014354, 'recall': 0.13839285714285715, 'f1-score': 0.13742071881606766, 'support': 60}, 'weighted avg': {'precision': 0.17065390749601275, 'recall': 0.13333333333333333, 'f1-score': 0.13446088794926006, 'support': 60}}
Token level accuracy: 0.6029411764705882
{'C': {'precision': 0.15789473684210525, 'recall': 0.21428571428571427, 'f1-score': 0.18181818181818182, 'support': 28}, 'P': {'precision': 0.18181818181818182, 'recall': 0.0625, 'f1-score': 0.09302325581395349, 'support': 32}, 'micro avg': {'precision': 0.16326530612244897, 'recall': 0.13333333333333333, 'f1-score': 0.14678899082568808, 'support': 60}, 'macro avg': {'precision': 0.16985645933014354, 'recall': 0.13839285714285715, 'f1-score': 0.13742071881606766, 'support': 60}, 'weighted avg': {'precision': 0.17065390749601275, 'recall': 0.13333333333333333, 'f1-score': 0.13446088794926006, 'support': 60}}
Token level accuracy: 0.6029411764705882
Dev-Data: Prec: 0.163, Rec: 0.133, F1: 0.1468
{'C': {'precision': 0.16711590296495957, 'recall': 0.15048543689320387, 'f1-score': 0.15836526181353766, 'support': 412}, 'P': {'precision': 0.2920634920634921, 'recall': 0.2340966921119593, 'f1-score': 0.2598870056497175, 'support': 393}, 'micro avg': {'precision': 0.22448979591836735, 'recall': 0.19130434782608696, 'f1-score': 0.20657276995305163, 'support': 805}, 'macro avg': {'precision': 0.2295896975142258, 'recall': 0.1922910645025816, 'f1-score': 0.20912613373162758, 'support': 805}, 'weighted avg': {'precision': 0.22811516074846677, 'recall': 0.19130434782608696, 'f1-score': 0.20792805104039316, 'support': 805}}
Token level accuracy: 0.5580434782608695
Wrong BIO-Encoding 8/693 labels, 1.15%
{'C': {'precision': 0.16711590296495957, 'recall': 0.15048543689320387, 'f1-score': 0.15836526181353766, 'support': 412}, 'P': {'precision': 0.2920634920634921, 'recall': 0.2340966921119593, 'f1-score': 0.2598870056497175, 'support': 393}, 'micro avg': {'precision': 0.22448979591836735, 'recall': 0.19130434782608696, 'f1-score': 0.20657276995305163, 'support': 805}, 'macro avg': {'precision': 0.2295896975142258, 'recall': 0.1922910645025816, 'f1-score': 0.20912613373162758, 'support': 805}, 'weighted avg': {'precision': 0.22811516074846677, 'recall': 0.19130434782608696, 'f1-score': 0.20792805104039316, 'support': 805}}
Token level accuracy: 0.5580434782608695
Wrong BIO-Encoding 1/686 labels, 0.15%
Test-Data: Prec: 0.225, Rec: 0.191, F1: 0.2067

Scores from epoch with best dev-scores:
  Dev-Score: 0.3186
  Test-Score 0.2538

5.59 sec for evaluation

--------- Epoch 31 -----------
1017.46 sec for training (30191.39 total)
-- cmv_modes1 --
{'C': {'precision': 0.22727272727272727, 'recall': 0.17857142857142858, 'f1-score': 0.2, 'support': 28}, 'P': {'precision': 0.2631578947368421, 'recall': 0.15625, 'f1-score': 0.19607843137254902, 'support': 32}, 'micro avg': {'precision': 0.24390243902439024, 'recall': 0.16666666666666666, 'f1-score': 0.19801980198019803, 'support': 60}, 'macro avg': {'precision': 0.24521531100478466, 'recall': 0.1674107142857143, 'f1-score': 0.19803921568627453, 'support': 60}, 'weighted avg': {'precision': 0.2464114832535885, 'recall': 0.16666666666666666, 'f1-score': 0.19790849673202615, 'support': 60}}
Token level accuracy: 0.5891544117647058
{'C': {'precision': 0.22727272727272727, 'recall': 0.17857142857142858, 'f1-score': 0.2, 'support': 28}, 'P': {'precision': 0.2631578947368421, 'recall': 0.15625, 'f1-score': 0.19607843137254902, 'support': 32}, 'micro avg': {'precision': 0.24390243902439024, 'recall': 0.16666666666666666, 'f1-score': 0.19801980198019803, 'support': 60}, 'macro avg': {'precision': 0.24521531100478466, 'recall': 0.1674107142857143, 'f1-score': 0.19803921568627453, 'support': 60}, 'weighted avg': {'precision': 0.2464114832535885, 'recall': 0.16666666666666666, 'f1-score': 0.19790849673202615, 'support': 60}}
Token level accuracy: 0.5891544117647058
Dev-Data: Prec: 0.244, Rec: 0.167, F1: 0.1980
{'C': {'precision': 0.21929824561403508, 'recall': 0.12135922330097088, 'f1-score': 0.15625000000000003, 'support': 412}, 'P': {'precision': 0.2467866323907455, 'recall': 0.24427480916030533, 'f1-score': 0.24552429667519182, 'support': 393}, 'micro avg': {'precision': 0.2366288492706645, 'recall': 0.1813664596273292, 'f1-score': 0.2053445850914205, 'support': 805}, 'macro avg': {'precision': 0.2330424390023903, 'recall': 0.18281701623063812, 'f1-score': 0.2008871483375959, 'support': 805}, 'weighted avg': {'precision': 0.23271804189136078, 'recall': 0.1813664596273292, 'f1-score': 0.19983360073708123, 'support': 805}}
Token level accuracy: 0.5386413043478261
Wrong BIO-Encoding 30/646 labels, 4.64%
{'C': {'precision': 0.21929824561403508, 'recall': 0.12135922330097088, 'f1-score': 0.15625000000000003, 'support': 412}, 'P': {'precision': 0.2467866323907455, 'recall': 0.24427480916030533, 'f1-score': 0.24552429667519182, 'support': 393}, 'micro avg': {'precision': 0.2366288492706645, 'recall': 0.1813664596273292, 'f1-score': 0.2053445850914205, 'support': 805}, 'macro avg': {'precision': 0.2330424390023903, 'recall': 0.18281701623063812, 'f1-score': 0.2008871483375959, 'support': 805}, 'weighted avg': {'precision': 0.23271804189136078, 'recall': 0.1813664596273292, 'f1-score': 0.19983360073708123, 'support': 805}}
Token level accuracy: 0.5386413043478261
Wrong BIO-Encoding 1/617 labels, 0.16%
Test-Data: Prec: 0.237, Rec: 0.181, F1: 0.2055

Scores from epoch with best dev-scores:
  Dev-Score: 0.3186
  Test-Score 0.2538

5.56 sec for evaluation

--------- Epoch 32 -----------
1009.74 sec for training (31201.13 total)
-- cmv_modes1 --
{'C': {'precision': 0.2222222222222222, 'recall': 0.2857142857142857, 'f1-score': 0.25, 'support': 28}, 'P': {'precision': 0.23529411764705882, 'recall': 0.125, 'f1-score': 0.16326530612244897, 'support': 32}, 'micro avg': {'precision': 0.22641509433962265, 'recall': 0.2, 'f1-score': 0.21238938053097345, 'support': 60}, 'macro avg': {'precision': 0.22875816993464052, 'recall': 0.20535714285714285, 'f1-score': 0.20663265306122447, 'support': 60}, 'weighted avg': {'precision': 0.22919389978213506, 'recall': 0.2, 'f1-score': 0.20374149659863944, 'support': 60}}
Token level accuracy: 0.6240808823529411
{'C': {'precision': 0.2222222222222222, 'recall': 0.2857142857142857, 'f1-score': 0.25, 'support': 28}, 'P': {'precision': 0.23529411764705882, 'recall': 0.125, 'f1-score': 0.16326530612244897, 'support': 32}, 'micro avg': {'precision': 0.22641509433962265, 'recall': 0.2, 'f1-score': 0.21238938053097345, 'support': 60}, 'macro avg': {'precision': 0.22875816993464052, 'recall': 0.20535714285714285, 'f1-score': 0.20663265306122447, 'support': 60}, 'weighted avg': {'precision': 0.22919389978213506, 'recall': 0.2, 'f1-score': 0.20374149659863944, 'support': 60}}
Token level accuracy: 0.6240808823529411
Dev-Data: Prec: 0.226, Rec: 0.200, F1: 0.2124
{'C': {'precision': 0.21138211382113822, 'recall': 0.1262135922330097, 'f1-score': 0.15805471124620063, 'support': 412}, 'P': {'precision': 0.30456852791878175, 'recall': 0.3053435114503817, 'f1-score': 0.30495552731893266, 'support': 393}, 'micro avg': {'precision': 0.26875, 'recall': 0.21366459627329193, 'f1-score': 0.23806228373702423, 'support': 805}, 'macro avg': {'precision': 0.25797532086996, 'recall': 0.2157785518416957, 'f1-score': 0.23150511928256665, 'support': 805}, 'weighted avg': {'precision': 0.25687560542408716, 'recall': 0.21366459627329193, 'f1-score': 0.2297715071674226, 'support': 805}}
Token level accuracy: 0.5522282608695652
{'C': {'precision': 0.21138211382113822, 'recall': 0.1262135922330097, 'f1-score': 0.15805471124620063, 'support': 412}, 'P': {'precision': 0.30456852791878175, 'recall': 0.3053435114503817, 'f1-score': 0.30495552731893266, 'support': 393}, 'micro avg': {'precision': 0.26875, 'recall': 0.21366459627329193, 'f1-score': 0.23806228373702423, 'support': 805}, 'macro avg': {'precision': 0.25797532086996, 'recall': 0.2157785518416957, 'f1-score': 0.23150511928256665, 'support': 805}, 'weighted avg': {'precision': 0.25687560542408716, 'recall': 0.21366459627329193, 'f1-score': 0.2297715071674226, 'support': 805}}
Token level accuracy: 0.5522282608695652
Test-Data: Prec: 0.269, Rec: 0.214, F1: 0.2381

Scores from epoch with best dev-scores:
  Dev-Score: 0.3186
  Test-Score 0.2538

5.62 sec for evaluation

--------- Epoch 33 -----------
1021.01 sec for training (32222.13 total)
-- cmv_modes1 --
{'C': {'precision': 0.17857142857142858, 'recall': 0.17857142857142858, 'f1-score': 0.17857142857142858, 'support': 28}, 'P': {'precision': 0.32142857142857145, 'recall': 0.28125, 'f1-score': 0.30000000000000004, 'support': 32}, 'micro avg': {'precision': 0.25, 'recall': 0.23333333333333334, 'f1-score': 0.2413793103448276, 'support': 60}, 'macro avg': {'precision': 0.25, 'recall': 0.2299107142857143, 'f1-score': 0.23928571428571432, 'support': 60}, 'weighted avg': {'precision': 0.2547619047619048, 'recall': 0.23333333333333334, 'f1-score': 0.24333333333333335, 'support': 60}}
Token level accuracy: 0.6268382352941176
{'C': {'precision': 0.17857142857142858, 'recall': 0.17857142857142858, 'f1-score': 0.17857142857142858, 'support': 28}, 'P': {'precision': 0.32142857142857145, 'recall': 0.28125, 'f1-score': 0.30000000000000004, 'support': 32}, 'micro avg': {'precision': 0.25, 'recall': 0.23333333333333334, 'f1-score': 0.2413793103448276, 'support': 60}, 'macro avg': {'precision': 0.25, 'recall': 0.2299107142857143, 'f1-score': 0.23928571428571432, 'support': 60}, 'weighted avg': {'precision': 0.2547619047619048, 'recall': 0.23333333333333334, 'f1-score': 0.24333333333333335, 'support': 60}}
Token level accuracy: 0.6268382352941176
Dev-Data: Prec: 0.250, Rec: 0.233, F1: 0.2414
{'C': {'precision': 0.18796992481203006, 'recall': 0.12135922330097088, 'f1-score': 0.14749262536873156, 'support': 412}, 'P': {'precision': 0.28868360277136257, 'recall': 0.31806615776081426, 'f1-score': 0.30266343825665865, 'support': 393}, 'micro avg': {'precision': 0.2503576537911302, 'recall': 0.21739130434782608, 'f1-score': 0.23271276595744683, 'support': 805}, 'macro avg': {'precision': 0.23832676379169632, 'recall': 0.21971269053089257, 'f1-score': 0.2250780318126951, 'support': 805}, 'weighted avg': {'precision': 0.23713821728161724, 'recall': 0.21739130434782608, 'f1-score': 0.2232468234618438, 'support': 805}}
Token level accuracy: 0.5597282608695652
Wrong BIO-Encoding 13/711 labels, 1.83%
{'C': {'precision': 0.18796992481203006, 'recall': 0.12135922330097088, 'f1-score': 0.14749262536873156, 'support': 412}, 'P': {'precision': 0.28868360277136257, 'recall': 0.31806615776081426, 'f1-score': 0.30266343825665865, 'support': 393}, 'micro avg': {'precision': 0.2503576537911302, 'recall': 0.21739130434782608, 'f1-score': 0.23271276595744683, 'support': 805}, 'macro avg': {'precision': 0.23832676379169632, 'recall': 0.21971269053089257, 'f1-score': 0.2250780318126951, 'support': 805}, 'weighted avg': {'precision': 0.23713821728161724, 'recall': 0.21739130434782608, 'f1-score': 0.2232468234618438, 'support': 805}}
Token level accuracy: 0.5597282608695652
Wrong BIO-Encoding 1/699 labels, 0.14%
Test-Data: Prec: 0.251, Rec: 0.217, F1: 0.2329

Scores from epoch with best dev-scores:
  Dev-Score: 0.3186
  Test-Score 0.2538

5.08 sec for evaluation

--------- Epoch 34 -----------
1020.53 sec for training (33242.66 total)
-- cmv_modes1 --
{'C': {'precision': 0.24, 'recall': 0.21428571428571427, 'f1-score': 0.2264150943396226, 'support': 28}, 'P': {'precision': 0.2857142857142857, 'recall': 0.25, 'f1-score': 0.26666666666666666, 'support': 32}, 'micro avg': {'precision': 0.2641509433962264, 'recall': 0.23333333333333334, 'f1-score': 0.24778761061946902, 'support': 60}, 'macro avg': {'precision': 0.26285714285714284, 'recall': 0.23214285714285715, 'f1-score': 0.24654088050314463, 'support': 60}, 'weighted avg': {'precision': 0.2643809523809523, 'recall': 0.23333333333333334, 'f1-score': 0.24788259958071276, 'support': 60}}
Token level accuracy: 0.6204044117647058
{'C': {'precision': 0.24, 'recall': 0.21428571428571427, 'f1-score': 0.2264150943396226, 'support': 28}, 'P': {'precision': 0.2857142857142857, 'recall': 0.25, 'f1-score': 0.26666666666666666, 'support': 32}, 'micro avg': {'precision': 0.2641509433962264, 'recall': 0.23333333333333334, 'f1-score': 0.24778761061946902, 'support': 60}, 'macro avg': {'precision': 0.26285714285714284, 'recall': 0.23214285714285715, 'f1-score': 0.24654088050314463, 'support': 60}, 'weighted avg': {'precision': 0.2643809523809523, 'recall': 0.23333333333333334, 'f1-score': 0.24788259958071276, 'support': 60}}
Token level accuracy: 0.6204044117647058
Dev-Data: Prec: 0.264, Rec: 0.233, F1: 0.2478
{'C': {'precision': 0.2222222222222222, 'recall': 0.14563106796116504, 'f1-score': 0.1759530791788856, 'support': 412}, 'P': {'precision': 0.27291666666666664, 'recall': 0.3333333333333333, 'f1-score': 0.30011454753722794, 'support': 393}, 'micro avg': {'precision': 0.25466666666666665, 'recall': 0.2372670807453416, 'f1-score': 0.24565916398713825, 'support': 805}, 'macro avg': {'precision': 0.24756944444444443, 'recall': 0.23948220064724918, 'f1-score': 0.2380338133580568, 'support': 805}, 'weighted avg': {'precision': 0.24697118702553486, 'recall': 0.2372670807453416, 'f1-score': 0.23656855379357947, 'support': 805}}
Token level accuracy: 0.5351086956521739
{'C': {'precision': 0.2222222222222222, 'recall': 0.14563106796116504, 'f1-score': 0.1759530791788856, 'support': 412}, 'P': {'precision': 0.27291666666666664, 'recall': 0.3333333333333333, 'f1-score': 0.30011454753722794, 'support': 393}, 'micro avg': {'precision': 0.25466666666666665, 'recall': 0.2372670807453416, 'f1-score': 0.24565916398713825, 'support': 805}, 'macro avg': {'precision': 0.24756944444444443, 'recall': 0.23948220064724918, 'f1-score': 0.2380338133580568, 'support': 805}, 'weighted avg': {'precision': 0.24697118702553486, 'recall': 0.2372670807453416, 'f1-score': 0.23656855379357947, 'support': 805}}
Token level accuracy: 0.5351086956521739
Test-Data: Prec: 0.255, Rec: 0.237, F1: 0.2457

Scores from epoch with best dev-scores:
  Dev-Score: 0.3186
  Test-Score 0.2538

5.60 sec for evaluation

--------- Epoch 35 -----------
1015.49 sec for training (34258.15 total)
-- cmv_modes1 --
{'C': {'precision': 0.3235294117647059, 'recall': 0.39285714285714285, 'f1-score': 0.3548387096774193, 'support': 28}, 'P': {'precision': 0.29411764705882354, 'recall': 0.15625, 'f1-score': 0.20408163265306123, 'support': 32}, 'micro avg': {'precision': 0.3137254901960784, 'recall': 0.26666666666666666, 'f1-score': 0.2882882882882883, 'support': 60}, 'macro avg': {'precision': 0.3088235294117647, 'recall': 0.2745535714285714, 'f1-score': 0.27946017116524025, 'support': 60}, 'weighted avg': {'precision': 0.3078431372549019, 'recall': 0.26666666666666666, 'f1-score': 0.2744349352644283, 'support': 60}}
Token level accuracy: 0.7132352941176471
{'C': {'precision': 0.3235294117647059, 'recall': 0.39285714285714285, 'f1-score': 0.3548387096774193, 'support': 28}, 'P': {'precision': 0.29411764705882354, 'recall': 0.15625, 'f1-score': 0.20408163265306123, 'support': 32}, 'micro avg': {'precision': 0.3137254901960784, 'recall': 0.26666666666666666, 'f1-score': 0.2882882882882883, 'support': 60}, 'macro avg': {'precision': 0.3088235294117647, 'recall': 0.2745535714285714, 'f1-score': 0.27946017116524025, 'support': 60}, 'weighted avg': {'precision': 0.3078431372549019, 'recall': 0.26666666666666666, 'f1-score': 0.2744349352644283, 'support': 60}}
Token level accuracy: 0.7132352941176471
Dev-Data: Prec: 0.314, Rec: 0.267, F1: 0.2883
{'C': {'precision': 0.211864406779661, 'recall': 0.1820388349514563, 'f1-score': 0.195822454308094, 'support': 412}, 'P': {'precision': 0.27710843373493976, 'recall': 0.2926208651399491, 'f1-score': 0.28465346534653463, 'support': 393}, 'micro avg': {'precision': 0.247074122236671, 'recall': 0.2360248447204969, 'f1-score': 0.241423125794155, 'support': 805}, 'macro avg': {'precision': 0.24448642025730039, 'recall': 0.23732985004570273, 'f1-score': 0.24023795982731433, 'support': 805}, 'weighted avg': {'precision': 0.2437164596907474, 'recall': 0.2360248447204969, 'f1-score': 0.2391896435479787, 'support': 805}}
Token level accuracy: 0.5748913043478261
Wrong BIO-Encoding 13/781 labels, 1.66%
{'C': {'precision': 0.211864406779661, 'recall': 0.1820388349514563, 'f1-score': 0.195822454308094, 'support': 412}, 'P': {'precision': 0.27710843373493976, 'recall': 0.2926208651399491, 'f1-score': 0.28465346534653463, 'support': 393}, 'micro avg': {'precision': 0.247074122236671, 'recall': 0.2360248447204969, 'f1-score': 0.241423125794155, 'support': 805}, 'macro avg': {'precision': 0.24448642025730039, 'recall': 0.23732985004570273, 'f1-score': 0.24023795982731433, 'support': 805}, 'weighted avg': {'precision': 0.2437164596907474, 'recall': 0.2360248447204969, 'f1-score': 0.2391896435479787, 'support': 805}}
Token level accuracy: 0.5748913043478261
Wrong BIO-Encoding 1/769 labels, 0.13%
Test-Data: Prec: 0.247, Rec: 0.236, F1: 0.2416

Scores from epoch with best dev-scores:
  Dev-Score: 0.3186
  Test-Score 0.2538

5.61 sec for evaluation

--------- Epoch 36 -----------
1014.92 sec for training (35273.07 total)
-- cmv_modes1 --
{'C': {'precision': 0.3333333333333333, 'recall': 0.4642857142857143, 'f1-score': 0.3880597014925373, 'support': 28}, 'P': {'precision': 0.3333333333333333, 'recall': 0.125, 'f1-score': 0.18181818181818182, 'support': 32}, 'micro avg': {'precision': 0.3333333333333333, 'recall': 0.2833333333333333, 'f1-score': 0.3063063063063063, 'support': 60}, 'macro avg': {'precision': 0.3333333333333333, 'recall': 0.29464285714285715, 'f1-score': 0.2849389416553596, 'support': 60}, 'weighted avg': {'precision': 0.3333333333333333, 'recall': 0.2833333333333333, 'f1-score': 0.2780642243328811, 'support': 60}}
Token level accuracy: 0.6819852941176471
{'C': {'precision': 0.3333333333333333, 'recall': 0.4642857142857143, 'f1-score': 0.3880597014925373, 'support': 28}, 'P': {'precision': 0.3333333333333333, 'recall': 0.125, 'f1-score': 0.18181818181818182, 'support': 32}, 'micro avg': {'precision': 0.3333333333333333, 'recall': 0.2833333333333333, 'f1-score': 0.3063063063063063, 'support': 60}, 'macro avg': {'precision': 0.3333333333333333, 'recall': 0.29464285714285715, 'f1-score': 0.2849389416553596, 'support': 60}, 'weighted avg': {'precision': 0.3333333333333333, 'recall': 0.2833333333333333, 'f1-score': 0.2780642243328811, 'support': 60}}
Token level accuracy: 0.6819852941176471
Dev-Data: Prec: 0.333, Rec: 0.283, F1: 0.3063
{'C': {'precision': 0.17582417582417584, 'recall': 0.1553398058252427, 'f1-score': 0.16494845360824745, 'support': 412}, 'P': {'precision': 0.3062330623306233, 'recall': 0.2875318066157761, 'f1-score': 0.2965879265091863, 'support': 393}, 'micro avg': {'precision': 0.24147339699863574, 'recall': 0.21987577639751552, 'f1-score': 0.23016905071521457, 'support': 805}, 'macro avg': {'precision': 0.2410286190773996, 'recall': 0.2214358062205094, 'f1-score': 0.23076819005871688, 'support': 805}, 'weighted avg': {'precision': 0.2394896322180067, 'recall': 0.21987577639751552, 'f1-score': 0.22921468075119028, 'support': 805}}
Token level accuracy: 0.5805978260869565
Wrong BIO-Encoding 13/745 labels, 1.74%
{'C': {'precision': 0.17582417582417584, 'recall': 0.1553398058252427, 'f1-score': 0.16494845360824745, 'support': 412}, 'P': {'precision': 0.3062330623306233, 'recall': 0.2875318066157761, 'f1-score': 0.2965879265091863, 'support': 393}, 'micro avg': {'precision': 0.24147339699863574, 'recall': 0.21987577639751552, 'f1-score': 0.23016905071521457, 'support': 805}, 'macro avg': {'precision': 0.2410286190773996, 'recall': 0.2214358062205094, 'f1-score': 0.23076819005871688, 'support': 805}, 'weighted avg': {'precision': 0.2394896322180067, 'recall': 0.21987577639751552, 'f1-score': 0.22921468075119028, 'support': 805}}
Token level accuracy: 0.5805978260869565
Wrong BIO-Encoding 1/733 labels, 0.14%
Test-Data: Prec: 0.242, Rec: 0.220, F1: 0.2303

Scores from epoch with best dev-scores:
  Dev-Score: 0.3186
  Test-Score 0.2538

5.59 sec for evaluation

--------- Epoch 37 -----------
1000.64 sec for training (36273.71 total)
-- cmv_modes1 --
{'C': {'precision': 0.23684210526315788, 'recall': 0.32142857142857145, 'f1-score': 0.2727272727272727, 'support': 28}, 'P': {'precision': 0.3333333333333333, 'recall': 0.125, 'f1-score': 0.18181818181818182, 'support': 32}, 'micro avg': {'precision': 0.26, 'recall': 0.21666666666666667, 'f1-score': 0.2363636363636364, 'support': 60}, 'macro avg': {'precision': 0.2850877192982456, 'recall': 0.22321428571428573, 'f1-score': 0.22727272727272727, 'support': 60}, 'weighted avg': {'precision': 0.28830409356725145, 'recall': 0.21666666666666667, 'f1-score': 0.22424242424242422, 'support': 60}}
Token level accuracy: 0.7003676470588235
{'C': {'precision': 0.23684210526315788, 'recall': 0.32142857142857145, 'f1-score': 0.2727272727272727, 'support': 28}, 'P': {'precision': 0.3333333333333333, 'recall': 0.125, 'f1-score': 0.18181818181818182, 'support': 32}, 'micro avg': {'precision': 0.26, 'recall': 0.21666666666666667, 'f1-score': 0.2363636363636364, 'support': 60}, 'macro avg': {'precision': 0.2850877192982456, 'recall': 0.22321428571428573, 'f1-score': 0.22727272727272727, 'support': 60}, 'weighted avg': {'precision': 0.28830409356725145, 'recall': 0.21666666666666667, 'f1-score': 0.22424242424242422, 'support': 60}}
Token level accuracy: 0.7003676470588235
Dev-Data: Prec: 0.260, Rec: 0.217, F1: 0.2364
{'C': {'precision': 0.18449197860962566, 'recall': 0.16747572815533981, 'f1-score': 0.17557251908396948, 'support': 412}, 'P': {'precision': 0.33687943262411346, 'recall': 0.24173027989821882, 'f1-score': 0.28148148148148144, 'support': 393}, 'micro avg': {'precision': 0.25, 'recall': 0.20372670807453416, 'f1-score': 0.22450376454483228, 'support': 805}, 'macro avg': {'precision': 0.26068570561686955, 'recall': 0.20460300402677933, 'f1-score': 0.22852700028272546, 'support': 805}, 'weighted avg': {'precision': 0.25888734435831345, 'recall': 0.20372670807453416, 'f1-score': 0.22727714296250637, 'support': 805}}
Token level accuracy: 0.523695652173913
Wrong BIO-Encoding 13/668 labels, 1.95%
{'C': {'precision': 0.18449197860962566, 'recall': 0.16747572815533981, 'f1-score': 0.17557251908396948, 'support': 412}, 'P': {'precision': 0.33687943262411346, 'recall': 0.24173027989821882, 'f1-score': 0.28148148148148144, 'support': 393}, 'micro avg': {'precision': 0.25, 'recall': 0.20372670807453416, 'f1-score': 0.22450376454483228, 'support': 805}, 'macro avg': {'precision': 0.26068570561686955, 'recall': 0.20460300402677933, 'f1-score': 0.22852700028272546, 'support': 805}, 'weighted avg': {'precision': 0.25888734435831345, 'recall': 0.20372670807453416, 'f1-score': 0.22727714296250637, 'support': 805}}
Token level accuracy: 0.523695652173913
Wrong BIO-Encoding 1/656 labels, 0.15%
Test-Data: Prec: 0.250, Rec: 0.204, F1: 0.2247

Scores from epoch with best dev-scores:
  Dev-Score: 0.3186
  Test-Score 0.2538

5.54 sec for evaluation

--------- Epoch 38 -----------
1006.69 sec for training (37280.39 total)
-- cmv_modes1 --
{'C': {'precision': 0.4444444444444444, 'recall': 0.2857142857142857, 'f1-score': 0.34782608695652173, 'support': 28}, 'P': {'precision': 0.34615384615384615, 'recall': 0.28125, 'f1-score': 0.3103448275862069, 'support': 32}, 'micro avg': {'precision': 0.38636363636363635, 'recall': 0.2833333333333333, 'f1-score': 0.3269230769230769, 'support': 60}, 'macro avg': {'precision': 0.3952991452991453, 'recall': 0.28348214285714285, 'f1-score': 0.3290854572713643, 'support': 60}, 'weighted avg': {'precision': 0.392022792022792, 'recall': 0.2833333333333333, 'f1-score': 0.3278360819590205, 'support': 60}}
Token level accuracy: 0.6479779411764706
{'C': {'precision': 0.4444444444444444, 'recall': 0.2857142857142857, 'f1-score': 0.34782608695652173, 'support': 28}, 'P': {'precision': 0.34615384615384615, 'recall': 0.28125, 'f1-score': 0.3103448275862069, 'support': 32}, 'micro avg': {'precision': 0.38636363636363635, 'recall': 0.2833333333333333, 'f1-score': 0.3269230769230769, 'support': 60}, 'macro avg': {'precision': 0.3952991452991453, 'recall': 0.28348214285714285, 'f1-score': 0.3290854572713643, 'support': 60}, 'weighted avg': {'precision': 0.392022792022792, 'recall': 0.2833333333333333, 'f1-score': 0.3278360819590205, 'support': 60}}
Token level accuracy: 0.6479779411764706
Dev-Data: Prec: 0.386, Rec: 0.283, F1: 0.3269
{'C': {'precision': 0.24390243902439024, 'recall': 0.12135922330097088, 'f1-score': 0.1620745542949757, 'support': 412}, 'P': {'precision': 0.3023758099352052, 'recall': 0.356234096692112, 'f1-score': 0.32710280373831774, 'support': 393}, 'micro avg': {'precision': 0.2844311377245509, 'recall': 0.2360248447204969, 'f1-score': 0.2579769178547182, 'support': 805}, 'macro avg': {'precision': 0.2731391244797977, 'recall': 0.23879665999654143, 'f1-score': 0.24458867901664672, 'support': 805}, 'weighted avg': {'precision': 0.27244906606532227, 'recall': 0.2360248447204969, 'f1-score': 0.2426411406691787, 'support': 805}}
Token level accuracy: 0.5457065217391305
{'C': {'precision': 0.24390243902439024, 'recall': 0.12135922330097088, 'f1-score': 0.1620745542949757, 'support': 412}, 'P': {'precision': 0.3023758099352052, 'recall': 0.356234096692112, 'f1-score': 0.32710280373831774, 'support': 393}, 'micro avg': {'precision': 0.2844311377245509, 'recall': 0.2360248447204969, 'f1-score': 0.2579769178547182, 'support': 805}, 'macro avg': {'precision': 0.2731391244797977, 'recall': 0.23879665999654143, 'f1-score': 0.24458867901664672, 'support': 805}, 'weighted avg': {'precision': 0.27244906606532227, 'recall': 0.2360248447204969, 'f1-score': 0.2426411406691787, 'support': 805}}
Token level accuracy: 0.5457065217391305
Test-Data: Prec: 0.284, Rec: 0.236, F1: 0.2580

Scores from epoch with best dev-scores:
  Dev-Score: 0.3269
  Test-Score 0.2580

6.21 sec for evaluation

--------- Epoch 39 -----------
1006.29 sec for training (38286.68 total)
-- cmv_modes1 --
{'C': {'precision': 0.10526315789473684, 'recall': 0.14285714285714285, 'f1-score': 0.12121212121212122, 'support': 28}, 'P': {'precision': 0.38461538461538464, 'recall': 0.15625, 'f1-score': 0.22222222222222224, 'support': 32}, 'micro avg': {'precision': 0.17647058823529413, 'recall': 0.15, 'f1-score': 0.16216216216216214, 'support': 60}, 'macro avg': {'precision': 0.24493927125506074, 'recall': 0.14955357142857142, 'f1-score': 0.1717171717171717, 'support': 60}, 'weighted avg': {'precision': 0.254251012145749, 'recall': 0.15, 'f1-score': 0.1750841750841751, 'support': 60}}
Token level accuracy: 0.6617647058823529
{'C': {'precision': 0.10526315789473684, 'recall': 0.14285714285714285, 'f1-score': 0.12121212121212122, 'support': 28}, 'P': {'precision': 0.38461538461538464, 'recall': 0.15625, 'f1-score': 0.22222222222222224, 'support': 32}, 'micro avg': {'precision': 0.17647058823529413, 'recall': 0.15, 'f1-score': 0.16216216216216214, 'support': 60}, 'macro avg': {'precision': 0.24493927125506074, 'recall': 0.14955357142857142, 'f1-score': 0.1717171717171717, 'support': 60}, 'weighted avg': {'precision': 0.254251012145749, 'recall': 0.15, 'f1-score': 0.1750841750841751, 'support': 60}}
Token level accuracy: 0.6617647058823529
Dev-Data: Prec: 0.176, Rec: 0.150, F1: 0.1622
{'C': {'precision': 0.15233415233415235, 'recall': 0.15048543689320387, 'f1-score': 0.15140415140415142, 'support': 412}, 'P': {'precision': 0.27794561933534745, 'recall': 0.2340966921119593, 'f1-score': 0.2541436464088398, 'support': 393}, 'micro avg': {'precision': 0.2086720867208672, 'recall': 0.19130434782608696, 'f1-score': 0.19961114711600778, 'support': 805}, 'macro avg': {'precision': 0.2151398858347499, 'recall': 0.1922910645025816, 'f1-score': 0.2027738989064956, 'support': 805}, 'weighted avg': {'precision': 0.21365751448504633, 'recall': 0.19130434782608696, 'f1-score': 0.2015614452387384, 'support': 805}}
Token level accuracy: 0.5392391304347826
{'C': {'precision': 0.15233415233415235, 'recall': 0.15048543689320387, 'f1-score': 0.15140415140415142, 'support': 412}, 'P': {'precision': 0.27794561933534745, 'recall': 0.2340966921119593, 'f1-score': 0.2541436464088398, 'support': 393}, 'micro avg': {'precision': 0.2086720867208672, 'recall': 0.19130434782608696, 'f1-score': 0.19961114711600778, 'support': 805}, 'macro avg': {'precision': 0.2151398858347499, 'recall': 0.1922910645025816, 'f1-score': 0.2027738989064956, 'support': 805}, 'weighted avg': {'precision': 0.21365751448504633, 'recall': 0.19130434782608696, 'f1-score': 0.2015614452387384, 'support': 805}}
Token level accuracy: 0.5392391304347826
Test-Data: Prec: 0.209, Rec: 0.191, F1: 0.1996

Scores from epoch with best dev-scores:
  Dev-Score: 0.3269
  Test-Score 0.2580

5.47 sec for evaluation

--------- Epoch 40 -----------
976.02 sec for training (39262.70 total)
-- cmv_modes1 --
{'C': {'precision': 0.42857142857142855, 'recall': 0.42857142857142855, 'f1-score': 0.42857142857142855, 'support': 28}, 'P': {'precision': 0.4090909090909091, 'recall': 0.28125, 'f1-score': 0.3333333333333333, 'support': 32}, 'micro avg': {'precision': 0.42, 'recall': 0.35, 'f1-score': 0.3818181818181818, 'support': 60}, 'macro avg': {'precision': 0.41883116883116883, 'recall': 0.3549107142857143, 'f1-score': 0.38095238095238093, 'support': 60}, 'weighted avg': {'precision': 0.4181818181818182, 'recall': 0.35, 'f1-score': 0.3777777777777777, 'support': 60}}
Token level accuracy: 0.7362132352941176
{'C': {'precision': 0.42857142857142855, 'recall': 0.42857142857142855, 'f1-score': 0.42857142857142855, 'support': 28}, 'P': {'precision': 0.4090909090909091, 'recall': 0.28125, 'f1-score': 0.3333333333333333, 'support': 32}, 'micro avg': {'precision': 0.42, 'recall': 0.35, 'f1-score': 0.3818181818181818, 'support': 60}, 'macro avg': {'precision': 0.41883116883116883, 'recall': 0.3549107142857143, 'f1-score': 0.38095238095238093, 'support': 60}, 'weighted avg': {'precision': 0.4181818181818182, 'recall': 0.35, 'f1-score': 0.3777777777777777, 'support': 60}}
Token level accuracy: 0.7362132352941176
Dev-Data: Prec: 0.420, Rec: 0.350, F1: 0.3818
{'C': {'precision': 0.23371647509578544, 'recall': 0.14805825242718446, 'f1-score': 0.18127786032689447, 'support': 412}, 'P': {'precision': 0.2739420935412027, 'recall': 0.31297709923664124, 'f1-score': 0.2921615201900238, 'support': 393}, 'micro avg': {'precision': 0.2591549295774648, 'recall': 0.22857142857142856, 'f1-score': 0.2429042904290429, 'support': 805}, 'macro avg': {'precision': 0.25382928431849405, 'recall': 0.23051767583191285, 'f1-score': 0.23671969025845913, 'support': 805}, 'weighted avg': {'precision': 0.25335457205112577, 'recall': 0.22857142857142856, 'f1-score': 0.23541112532839736, 'support': 805}}
Token level accuracy: 0.5505978260869565
Wrong BIO-Encoding 5/714 labels, 0.70%
{'C': {'precision': 0.23371647509578544, 'recall': 0.14805825242718446, 'f1-score': 0.18127786032689447, 'support': 412}, 'P': {'precision': 0.2739420935412027, 'recall': 0.31297709923664124, 'f1-score': 0.2921615201900238, 'support': 393}, 'micro avg': {'precision': 0.2591549295774648, 'recall': 0.22857142857142856, 'f1-score': 0.2429042904290429, 'support': 805}, 'macro avg': {'precision': 0.25382928431849405, 'recall': 0.23051767583191285, 'f1-score': 0.23671969025845913, 'support': 805}, 'weighted avg': {'precision': 0.25335457205112577, 'recall': 0.22857142857142856, 'f1-score': 0.23541112532839736, 'support': 805}}
Token level accuracy: 0.5505978260869565
Wrong BIO-Encoding 1/710 labels, 0.14%
Test-Data: Prec: 0.260, Rec: 0.229, F1: 0.2431

Scores from epoch with best dev-scores:
  Dev-Score: 0.3818
  Test-Score 0.2431

6.61 sec for evaluation
Cleaning up...

Train size: 50 Test size: 50
---------RUN 1 ------------
Can't find data folder: ./change-my-view-modes/v2.0/ .Downloading instead.
Read 402 sentences from: essays dataset
Read 194 sentences from: hotel dataset
Read 1927 sentences from: news dataset
Read 507 sentences from: var dataset
Read 340 sentences from: web dataset
Read 118 sentences from: wiki dataset
Downloading: https://public.ukp.informatik.tu-darmstadt.de/reimers/embeddings/komninos_english_embeddings.gz (242.7 MB)

  0%[                                                  ] 0.0/242.7 MB
  0%[                                                  ] 0.0/242.7 MB
  0%[                                                  ] 0.0/242.7 MB
  0%[                                                  ] 0.0/242.7 MB
  0%[                                                  ] 0.0/242.7 MB
  0%[                                                  ] 0.0/242.7 MB
  0%[                                                  ] 0.0/242.7 MB
  0%[                                                  ] 0.1/242.7 MB
  0%[                                                  ] 0.1/242.7 MB
  0%[                                                  ] 0.1/242.7 MB
  0%[                                                  ] 0.1/242.7 MB
  0%[                                                  ] 0.1/242.7 MB
  0%[                                                  ] 0.1/242.7 MB
  0%[                                                  ] 0.1/242.7 MB
  0%[                                                  ] 0.1/242.7 MB
  0%[                                                  ] 0.1/242.7 MB
  0%[                                                  ] 0.1/242.7 MB
  0%[                                                  ] 0.1/242.7 MB
  0%[                                                  ] 0.1/242.7 MB
  0%[                                                  ] 0.1/242.7 MB
  0%[                                                  ] 0.2/242.7 MB
  0%[                                                  ] 0.2/242.7 MB
  0%[                                                  ] 0.2/242.7 MB
  0%[                                                  ] 0.2/242.7 MB
  0%[                                                  ] 0.2/242.7 MB
  0%[                                                  ] 0.2/242.7 MB
  0%[                                                  ] 0.2/242.7 MB
  0%[                                                  ] 0.2/242.7 MB
  0%[                                                  ] 0.2/242.7 MB
  0%[                                                  ] 0.2/242.7 MB
  0%[                                                  ] 0.2/242.7 MB
  0%[                                                  ] 0.2/242.7 MB
  0%[                                                  ] 0.2/242.7 MB
  0%[                                                  ] 0.3/242.7 MB
  0%[                                                  ] 0.3/242.7 MB
  0%[                                                  ] 0.3/242.7 MB
  0%[                                                  ] 0.3/242.7 MB
  0%[                                                  ] 0.3/242.7 MB
  0%[                                                  ] 0.3/242.7 MB
  0%[                                                  ] 0.3/242.7 MB
  0%[                                                  ] 0.3/242.7 MB
  0%[                                                  ] 0.3/242.7 MB
  0%[                                                  ] 0.3/242.7 MB
  0%[                                                  ] 0.3/242.7 MB
  0%[                                                  ] 0.3/242.7 MB
  0%[                                                  ] 0.4/242.7 MB
  0%[                                                  ] 0.4/242.7 MB
  0%[                                                  ] 0.4/242.7 MB
  0%[                                                  ] 0.4/242.7 MB
  0%[                                                  ] 0.4/242.7 MB
  0%[                                                  ] 0.4/242.7 MB
  0%[                                                  ] 0.4/242.7 MB
  0%[                                                  ] 0.4/242.7 MB
  0%[                                                  ] 0.4/242.7 MB
  0%[                                                  ] 0.4/242.7 MB
  0%[                                                  ] 0.4/242.7 MB
  0%[                                                  ] 0.4/242.7 MB
  0%[                                                  ] 0.4/242.7 MB
  0%[                                                  ] 0.5/242.7 MB
  0%[                                                  ] 0.5/242.7 MB
  0%[                                                  ] 0.5/242.7 MB
  0%[                                                  ] 0.5/242.7 MB
  0%[                                                  ] 0.5/242.7 MB
  0%[                                                  ] 0.5/242.7 MB
  0%[                                                  ] 0.5/242.7 MB
  0%[                                                  ] 0.5/242.7 MB
  0%[                                                  ] 0.5/242.7 MB
  0%[                                                  ] 0.5/242.7 MB
  0%[                                                  ] 0.5/242.7 MB
  0%[                                                  ] 0.5/242.7 MB
  0%[                                                  ] 0.5/242.7 MB
  0%[                                                  ] 0.6/242.7 MB
  0%[                                                  ] 0.6/242.7 MB
  0%[                                                  ] 0.6/242.7 MB
  0%[                                                  ] 0.6/242.7 MB
  0%[                                                  ] 0.6/242.7 MB
  0%[                                                  ] 0.6/242.7 MB
  0%[                                                  ] 0.6/242.7 MB
  0%[                                                  ] 0.6/242.7 MB
  0%[                                                  ] 0.6/242.7 MB
  0%[                                                  ] 0.6/242.7 MB
  0%[                                                  ] 0.6/242.7 MB
  0%[                                                  ] 0.6/242.7 MB
  0%[                                                  ] 0.6/242.7 MB
  0%[                                                  ] 0.7/242.7 MB
  0%[                                                  ] 0.7/242.7 MB
  0%[                                                  ] 0.7/242.7 MB
  0%[                                                  ] 0.7/242.7 MB
  0%[                                                  ] 0.7/242.7 MB
  0%[                                                  ] 0.7/242.7 MB
  0%[                                                  ] 0.7/242.7 MB
  0%[                                                  ] 0.7/242.7 MB
  0%[                                                  ] 0.7/242.7 MB
  0%[                                                  ] 0.7/242.7 MB
  0%[                                                  ] 0.7/242.7 MB
  0%[                                                  ] 0.7/242.7 MB
  0%[                                                  ] 0.8/242.7 MB
  0%[                                                  ] 0.8/242.7 MB
  0%[                                                  ] 0.8/242.7 MB
  0%[                                                  ] 0.8/242.7 MB
  0%[                                                  ] 0.8/242.7 MB
  0%[                                                  ] 0.8/242.7 MB
  0%[                                                  ] 0.8/242.7 MB
  0%[                                                  ] 0.8/242.7 MB
  0%[                                                  ] 0.8/242.7 MB
  0%[                                                  ] 0.8/242.7 MB
  0%[                                                  ] 0.8/242.7 MB
  0%[                                                  ] 0.8/242.7 MB
  0%[                                                  ] 0.8/242.7 MB
  0%[                                                  ] 0.9/242.7 MB
  0%[                                                  ] 0.9/242.7 MB
  0%[                                                  ] 0.9/242.7 MB
  0%[                                                  ] 0.9/242.7 MB
  0%[                                                  ] 0.9/242.7 MB
  0%[                                                  ] 0.9/242.7 MB
  0%[                                                  ] 0.9/242.7 MB
  0%[                                                  ] 0.9/242.7 MB
  0%[                                                  ] 0.9/242.7 MB
  0%[                                                  ] 0.9/242.7 MB
  0%[                                                  ] 0.9/242.7 MB
  0%[                                                  ] 0.9/242.7 MB
  0%[                                                  ] 0.9/242.7 MB
  0%[                                                  ] 1.0/242.7 MB
  0%[                                                  ] 1.0/242.7 MB
  0%[                                                  ] 1.0/242.7 MB
  0%[                                                  ] 1.0/242.7 MB
  0%[                                                  ] 1.0/242.7 MB
  0%[                                                  ] 1.0/242.7 MB
  0%[                                                  ] 1.0/242.7 MB
  0%[                                                  ] 1.0/242.7 MB
  0%[                                                  ] 1.0/242.7 MB
  0%[                                                  ] 1.0/242.7 MB
  0%[                                                  ] 1.0/242.7 MB
  0%[                                                  ] 1.0/242.7 MB
  0%[                                                  ] 1.0/242.7 MB
  0%[                                                  ] 1.1/242.7 MB
  0%[                                                  ] 1.1/242.7 MB
  0%[                                                  ] 1.1/242.7 MB
  0%[                                                  ] 1.1/242.7 MB
  0%[                                                  ] 1.1/242.7 MB
  0%[                                                  ] 1.1/242.7 MB
  0%[                                                  ] 1.1/242.7 MB
  0%[                                                  ] 1.1/242.7 MB
  0%[                                                  ] 1.1/242.7 MB
  0%[                                                  ] 1.1/242.7 MB
  0%[                                                  ] 1.1/242.7 MB
  0%[                                                  ] 1.1/242.7 MB
  0%[                                                  ] 1.1/242.7 MB
  0%[                                                  ] 1.2/242.7 MB
  0%[                                                  ] 1.2/242.7 MB
  0%[                                                  ] 1.2/242.7 MB
  0%[                                                  ] 1.2/242.7 MB
  0%[                                                  ] 1.2/242.7 MB
  0%[                                                  ] 1.2/242.7 MB
  0%[                                                  ] 1.2/242.7 MB
  0%[                                                  ] 1.2/242.7 MB
  1%[                                                  ] 1.2/242.7 MB
  1%[                                                  ] 1.2/242.7 MB
  1%[                                                  ] 1.2/242.7 MB
  1%[                                                  ] 1.2/242.7 MB
  1%[                                                  ] 1.2/242.7 MB
  1%[                                                  ] 1.3/242.7 MB
  1%[                                                  ] 1.3/242.7 MB
  1%[                                                  ] 1.3/242.7 MB
  1%[                                                  ] 1.3/242.7 MB
  1%[                                                  ] 1.3/242.7 MB
  1%[                                                  ] 1.3/242.7 MB
  1%[                                                  ] 1.3/242.7 MB
  1%[                                                  ] 1.3/242.7 MB
  1%[                                                  ] 1.3/242.7 MB
  1%[                                                  ] 1.3/242.7 MB
  1%[                                                  ] 1.3/242.7 MB
  1%[                                                  ] 1.3/242.7 MB
  1%[                                                  ] 1.4/242.7 MB
  1%[                                                  ] 1.4/242.7 MB
  1%[                                                  ] 1.4/242.7 MB
  1%[                                                  ] 1.4/242.7 MB
  1%[                                                  ] 1.4/242.7 MB
  1%[                                                  ] 1.4/242.7 MB
  1%[                                                  ] 1.4/242.7 MB
  1%[                                                  ] 1.4/242.7 MB
  1%[                                                  ] 1.4/242.7 MB
  1%[                                                  ] 1.4/242.7 MB
  1%[                                                  ] 1.4/242.7 MB
  1%[                                                  ] 1.4/242.7 MB
  1%[                                                  ] 1.4/242.7 MB
  1%[                                                  ] 1.5/242.7 MB
  1%[                                                  ] 1.5/242.7 MB
  1%[                                                  ] 1.5/242.7 MB
  1%[                                                  ] 1.5/242.7 MB
  1%[                                                  ] 1.5/242.7 MB
  1%[                                                  ] 1.5/242.7 MB
  1%[                                                  ] 1.5/242.7 MB
  1%[                                                  ] 1.5/242.7 MB
  1%[                                                  ] 1.5/242.7 MB
  1%[                                                  ] 1.5/242.7 MB
  1%[                                                  ] 1.5/242.7 MB
  1%[                                                  ] 1.5/242.7 MB
  1%[                                                  ] 1.5/242.7 MB
  1%[                                                  ] 1.6/242.7 MB
  1%[                                                  ] 1.6/242.7 MB
  1%[                                                  ] 1.6/242.7 MB
  1%[                                                  ] 1.6/242.7 MB
  1%[                                                  ] 1.6/242.7 MB
  1%[                                                  ] 1.6/242.7 MB
  1%[                                                  ] 1.6/242.7 MB
  1%[                                                  ] 1.6/242.7 MB
  1%[                                                  ] 1.6/242.7 MB
  1%[                                                  ] 1.6/242.7 MB
  1%[                                                  ] 1.6/242.7 MB
  1%[                                                  ] 1.6/242.7 MB
  1%[                                                  ] 1.6/242.7 MB
  1%[                                                  ] 1.7/242.7 MB
  1%[                                                  ] 1.7/242.7 MB
  1%[                                                  ] 1.7/242.7 MB
  1%[                                                  ] 1.7/242.7 MB
  1%[                                                  ] 1.7/242.7 MB
  1%[                                                  ] 1.7/242.7 MB
  1%[                                                  ] 1.7/242.7 MB
  1%[                                                  ] 1.7/242.7 MB
  1%[                                                  ] 1.7/242.7 MB
  1%[                                                  ] 1.7/242.7 MB
  1%[                                                  ] 1.7/242.7 MB
  1%[                                                  ] 1.7/242.7 MB
  1%[                                                  ] 1.8/242.7 MB
  1%[                                                  ] 1.8/242.7 MB
  1%[                                                  ] 1.8/242.7 MB
  1%[                                                  ] 1.8/242.7 MB
  1%[                                                  ] 1.8/242.7 MB
  1%[                                                  ] 1.8/242.7 MB
  1%[                                                  ] 1.8/242.7 MB
  1%[                                                  ] 1.8/242.7 MB
  1%[                                                  ] 1.8/242.7 MB
  1%[                                                  ] 1.8/242.7 MB
  1%[                                                  ] 1.8/242.7 MB
  1%[                                                  ] 1.8/242.7 MB
  1%[                                                  ] 1.8/242.7 MB
  1%[                                                  ] 1.9/242.7 MB
  1%[                                                  ] 1.9/242.7 MB
  1%[                                                  ] 1.9/242.7 MB
  1%[                                                  ] 1.9/242.7 MB
  1%[                                                  ] 1.9/242.7 MB
  1%[                                                  ] 1.9/242.7 MB
  1%[                                                  ] 1.9/242.7 MB
  1%[                                                  ] 1.9/242.7 MB
  1%[                                                  ] 1.9/242.7 MB
  1%[                                                  ] 1.9/242.7 MB
  1%[                                                  ] 1.9/242.7 MB
  1%[                                                  ] 1.9/242.7 MB
  1%[                                                  ] 1.9/242.7 MB
  1%[                                                  ] 2.0/242.7 MB
  1%[                                                  ] 2.0/242.7 MB
  1%[                                                  ] 2.0/242.7 MB
  1%[                                                  ] 2.0/242.7 MB
  1%[                                                  ] 2.0/242.7 MB
  1%[                                                  ] 2.0/242.7 MB
  1%[                                                  ] 2.0/242.7 MB
  1%[                                                  ] 2.0/242.7 MB
  1%[                                                  ] 2.0/242.7 MB
  1%[                                                  ] 2.0/242.7 MB
  1%[                                                  ] 2.0/242.7 MB
  1%[                                                  ] 2.0/242.7 MB
  1%[                                                  ] 2.0/242.7 MB
  1%[                                                  ] 2.1/242.7 MB
  1%[                                                  ] 2.1/242.7 MB
  1%[                                                  ] 2.1/242.7 MB
  1%[                                                  ] 2.1/242.7 MB
  1%[                                                  ] 2.1/242.7 MB
  1%[                                                  ] 2.1/242.7 MB
  1%[                                                  ] 2.1/242.7 MB
  1%[                                                  ] 2.1/242.7 MB
  1%[                                                  ] 2.1/242.7 MB
  1%[                                                  ] 2.1/242.7 MB
  1%[                                                  ] 2.1/242.7 MB
  1%[                                                  ] 2.1/242.7 MB
  1%[                                                  ] 2.1/242.7 MB
  1%[                                                  ] 2.2/242.7 MB
  1%[                                                  ] 2.2/242.7 MB
  1%[                                                  ] 2.2/242.7 MB
  1%[                                                  ] 2.2/242.7 MB
  1%[                                                  ] 2.2/242.7 MB
  1%[                                                  ] 2.2/242.7 MB
  1%[                                                  ] 2.2/242.7 MB
  1%[                                                  ] 2.2/242.7 MB
  1%[                                                  ] 2.2/242.7 MB
  1%[                                                  ] 2.2/242.7 MB
  1%[                                                  ] 2.2/242.7 MB
  1%[                                                  ] 2.2/242.7 MB
  1%[                                                  ] 2.2/242.7 MB
  1%[                                                  ] 2.3/242.7 MB
  1%[                                                  ] 2.3/242.7 MB
  1%[                                                  ] 2.3/242.7 MB
  1%[                                                  ] 2.3/242.7 MB
  1%[                                                  ] 2.3/242.7 MB
  1%[                                                  ] 2.3/242.7 MB
  1%[                                                  ] 2.3/242.7 MB
  1%[                                                  ] 2.3/242.7 MB
  1%[                                                  ] 2.3/242.7 MB
  1%[                                                  ] 2.3/242.7 MB
  1%[                                                  ] 2.3/242.7 MB
  1%[                                                  ] 2.3/242.7 MB
  1%[                                                  ] 2.4/242.7 MB
  1%[                                                  ] 2.4/242.7 MB
  1%[                                                  ] 2.4/242.7 MB
  1%[                                                  ] 2.4/242.7 MB
  1%[                                                  ] 2.4/242.7 MB
  1%[                                                  ] 2.4/242.7 MB
  1%[                                                  ] 2.4/242.7 MB
  1%[                                                  ] 2.4/242.7 MB
  1%[                                                  ] 2.4/242.7 MB
  1%[                                                  ] 2.4/242.7 MB
  1%[                                                  ] 2.4/242.7 MB
  1%[                                                  ] 2.4/242.7 MB
  1%[                                                  ] 2.4/242.7 MB
  1%[                                                  ] 2.5/242.7 MB
  1%[                                                  ] 2.5/242.7 MB
  1%[                                                  ] 2.5/242.7 MB
  1%[                                                  ] 2.5/242.7 MB
  1%[                                                  ] 2.5/242.7 MB
  1%[                                                  ] 2.5/242.7 MB
  1%[                                                  ] 2.5/242.7 MB
  1%[                                                  ] 2.5/242.7 MB
  1%[                                                  ] 2.5/242.7 MB
  1%[                                                  ] 2.5/242.7 MB
  1%[                                                  ] 2.5/242.7 MB
  1%[                                                  ] 2.5/242.7 MB
  1%[                                                  ] 2.5/242.7 MB
  1%[                                                  ] 2.6/242.7 MB
  1%[                                                  ] 2.6/242.7 MB
  1%[                                                  ] 2.6/242.7 MB
  1%[                                                  ] 2.6/242.7 MB
  1%[                                                  ] 2.6/242.7 MB
  1%[                                                  ] 2.6/242.7 MB
  1%[                                                  ] 2.6/242.7 MB
  1%[                                                  ] 2.6/242.7 MB
  1%[                                                  ] 2.6/242.7 MB
  1%[                                                  ] 2.6/242.7 MB
  1%[                                                  ] 2.6/242.7 MB
  1%[                                                  ] 2.6/242.7 MB
  1%[                                                  ] 2.6/242.7 MB
  1%[                                                  ] 2.7/242.7 MB
  1%[                                                  ] 2.7/242.7 MB
  1%[                                                  ] 2.7/242.7 MB
  1%[                                                  ] 2.7/242.7 MB
  1%[                                                  ] 2.7/242.7 MB
  1%[                                                  ] 2.7/242.7 MB
  1%[                                                  ] 2.7/242.7 MB
  1%[                                                  ] 2.7/242.7 MB
  1%[                                                  ] 2.7/242.7 MB
  1%[                                                  ] 2.7/242.7 MB
  1%[                                                  ] 2.7/242.7 MB
  1%[                                                  ] 2.7/242.7 MB
  1%[                                                  ] 2.8/242.7 MB
  1%[                                                  ] 2.8/242.7 MB
  1%[                                                  ] 2.8/242.7 MB
  1%[                                                  ] 2.8/242.7 MB
  1%[                                                  ] 2.8/242.7 MB
  1%[                                                  ] 2.8/242.7 MB
  1%[                                                  ] 2.8/242.7 MB
  1%[                                                  ] 2.8/242.7 MB
  1%[                                                  ] 2.8/242.7 MB
  1%[                                                  ] 2.8/242.7 MB
  1%[                                                  ] 2.8/242.7 MB
  1%[                                                  ] 2.8/242.7 MB
  1%[                                                  ] 2.8/242.7 MB
  1%[                                                  ] 2.9/242.7 MB
  1%[                                                  ] 2.9/242.7 MB
  1%[                                                  ] 2.9/242.7 MB
  1%[                                                  ] 2.9/242.7 MB
  1%[                                                  ] 2.9/242.7 MB
  1%[                                                  ] 2.9/242.7 MB
  1%[                                                  ] 2.9/242.7 MB
  1%[                                                  ] 2.9/242.7 MB
  1%[                                                  ] 2.9/242.7 MB
  1%[                                                  ] 2.9/242.7 MB
  1%[                                                  ] 2.9/242.7 MB
  1%[                                                  ] 2.9/242.7 MB
  1%[                                                  ] 2.9/242.7 MB
  1%[                                                  ] 3.0/242.7 MB
  1%[                                                  ] 3.0/242.7 MB
  1%[                                                  ] 3.0/242.7 MB
  1%[                                                  ] 3.0/242.7 MB
  1%[                                                  ] 3.0/242.7 MB
  1%[                                                  ] 3.0/242.7 MB
  1%[                                                  ] 3.0/242.7 MB
  1%[                                                  ] 3.0/242.7 MB
  1%[                                                  ] 3.0/242.7 MB
  1%[                                                  ] 3.0/242.7 MB
  1%[                                                  ] 3.0/242.7 MB
  1%[                                                  ] 3.0/242.7 MB
  1%[                                                  ] 3.0/242.7 MB
  1%[                                                  ] 3.1/242.7 MB
  1%[                                                  ] 3.1/242.7 MB
  1%[                                                  ] 3.1/242.7 MB
  1%[                                                  ] 3.1/242.7 MB
  1%[                                                  ] 3.1/242.7 MB
  1%[                                                  ] 3.1/242.7 MB
  1%[                                                  ] 3.1/242.7 MB
  1%[                                                  ] 3.1/242.7 MB
  1%[                                                  ] 3.1/242.7 MB
  1%[                                                  ] 3.1/242.7 MB
  1%[                                                  ] 3.1/242.7 MB
  1%[                                                  ] 3.1/242.7 MB
  1%[                                                  ] 3.1/242.7 MB
  1%[                                                  ] 3.2/242.7 MB
  1%[                                                  ] 3.2/242.7 MB
  1%[                                                  ] 3.2/242.7 MB
  1%[                                                  ] 3.2/242.7 MB
  1%[                                                  ] 3.2/242.7 MB
  1%[                                                  ] 3.2/242.7 MB
  1%[                                                  ] 3.2/242.7 MB
  1%[                                                  ] 3.2/242.7 MB
  1%[                                                  ] 3.2/242.7 MB
  1%[                                                  ] 3.2/242.7 MB
  1%[                                                  ] 3.2/242.7 MB
  1%[                                                  ] 3.2/242.7 MB
  1%[                                                  ] 3.2/242.7 MB
  1%[                                                  ] 3.3/242.7 MB
  1%[                                                  ] 3.3/242.7 MB
  1%[                                                  ] 3.3/242.7 MB
  1%[                                                  ] 3.3/242.7 MB
  1%[                                                  ] 3.3/242.7 MB
  1%[                                                  ] 3.3/242.7 MB
  1%[                                                  ] 3.3/242.7 MB
  1%[                                                  ] 3.3/242.7 MB
  1%[                                                  ] 3.3/242.7 MB
  1%[                                                  ] 3.3/242.7 MB
  1%[                                                  ] 3.3/242.7 MB
  1%[                                                  ] 3.3/242.7 MB
  1%[                                                  ] 3.4/242.7 MB
  1%[                                                  ] 3.4/242.7 MB
  1%[                                                  ] 3.4/242.7 MB
  1%[                                                  ] 3.4/242.7 MB
  1%[                                                  ] 3.4/242.7 MB
  1%[                                                  ] 3.4/242.7 MB
  1%[                                                  ] 3.4/242.7 MB
  1%[                                                  ] 3.4/242.7 MB
  1%[                                                  ] 3.4/242.7 MB
  1%[                                                  ] 3.4/242.7 MB
  1%[                                                  ] 3.4/242.7 MB
  1%[                                                  ] 3.4/242.7 MB
  1%[                                                  ] 3.4/242.7 MB
  1%[                                                  ] 3.5/242.7 MB
  1%[                                                  ] 3.5/242.7 MB
  1%[                                                  ] 3.5/242.7 MB
  1%[                                                  ] 3.5/242.7 MB
  1%[                                                  ] 3.5/242.7 MB
  1%[                                                  ] 3.5/242.7 MB
  1%[                                                  ] 3.5/242.7 MB
  1%[                                                  ] 3.5/242.7 MB
  1%[                                                  ] 3.5/242.7 MB
  1%[                                                  ] 3.5/242.7 MB
  1%[                                                  ] 3.5/242.7 MB
  1%[                                                  ] 3.5/242.7 MB
  1%[                                                  ] 3.5/242.7 MB
  1%[                                                  ] 3.6/242.7 MB
  1%[                                                  ] 3.6/242.7 MB
  1%[                                                  ] 3.6/242.7 MB
  1%[                                                  ] 3.6/242.7 MB
  1%[                                                  ] 3.6/242.7 MB
  1%[                                                  ] 3.6/242.7 MB
  1%[                                                  ] 3.6/242.7 MB
  1%[                                                  ] 3.6/242.7 MB
  1%[                                                  ] 3.6/242.7 MB
  1%[                                                  ] 3.6/242.7 MB
  1%[                                                  ] 3.6/242.7 MB
  2%[                                                  ] 3.6/242.7 MB
  2%[                                                  ] 3.6/242.7 MB
  2%[                                                  ] 3.7/242.7 MB
  2%[                                                  ] 3.7/242.7 MB
  2%[                                                  ] 3.7/242.7 MB
  2%[                                                  ] 3.7/242.7 MB
  2%[                                                  ] 3.7/242.7 MB
  2%[                                                  ] 3.7/242.7 MB
  2%[                                                  ] 3.7/242.7 MB
  2%[                                                  ] 3.7/242.7 MB
  2%[                                                  ] 3.7/242.7 MB
  2%[                                                  ] 3.7/242.7 MB
  2%[                                                  ] 3.7/242.7 MB
  2%[                                                  ] 3.7/242.7 MB
  2%[                                                  ] 3.8/242.7 MB
  2%[                                                  ] 3.8/242.7 MB
  2%[                                                  ] 3.8/242.7 MB
  2%[                                                  ] 3.8/242.7 MB
  2%[                                                  ] 3.8/242.7 MB
  2%[                                                  ] 3.8/242.7 MB
  2%[                                                  ] 3.8/242.7 MB
  2%[                                                  ] 3.8/242.7 MB
  2%[                                                  ] 3.8/242.7 MB
  2%[                                                  ] 3.8/242.7 MB
  2%[                                                  ] 3.8/242.7 MB
  2%[                                                  ] 3.8/242.7 MB
  2%[                                                  ] 3.8/242.7 MB
  2%[                                                  ] 3.9/242.7 MB
  2%[                                                  ] 3.9/242.7 MB
  2%[                                                  ] 3.9/242.7 MB
  2%[                                                  ] 3.9/242.7 MB
  2%[                                                  ] 3.9/242.7 MB
  2%[                                                  ] 3.9/242.7 MB
  2%[                                                  ] 3.9/242.7 MB
  2%[                                                  ] 3.9/242.7 MB
  2%[                                                  ] 3.9/242.7 MB
  2%[                                                  ] 3.9/242.7 MB
  2%[                                                  ] 3.9/242.7 MB
  2%[                                                  ] 3.9/242.7 MB
  2%[                                                  ] 3.9/242.7 MB
  2%[                                                  ] 4.0/242.7 MB
  2%[                                                  ] 4.0/242.7 MB
  2%[                                                  ] 4.0/242.7 MB
  2%[                                                  ] 4.0/242.7 MB
  2%[                                                  ] 4.0/242.7 MB
  2%[                                                  ] 4.0/242.7 MB
  2%[                                                  ] 4.0/242.7 MB
  2%[                                                  ] 4.0/242.7 MB
  2%[                                                  ] 4.0/242.7 MB
  2%[                                                  ] 4.0/242.7 MB
  2%[                                                  ] 4.0/242.7 MB
  2%[                                                  ] 4.0/242.7 MB
  2%[                                                  ] 4.0/242.7 MB
  2%[                                                  ] 4.1/242.7 MB
  2%[                                                  ] 4.1/242.7 MB
  2%[                                                  ] 4.1/242.7 MB
  2%[                                                  ] 4.1/242.7 MB
  2%[                                                  ] 4.1/242.7 MB
  2%[                                                  ] 4.1/242.7 MB
  2%[                                                  ] 4.1/242.7 MB
  2%[                                                  ] 4.1/242.7 MB
  2%[                                                  ] 4.1/242.7 MB
  2%[                                                  ] 4.1/242.7 MB
  2%[                                                  ] 4.1/242.7 MB
  2%[                                                  ] 4.1/242.7 MB
  2%[                                                  ] 4.1/242.7 MB
  2%[                                                  ] 4.2/242.7 MB
  2%[                                                  ] 4.2/242.7 MB
  2%[                                                  ] 4.2/242.7 MB
  2%[                                                  ] 4.2/242.7 MB
  2%[                                                  ] 4.2/242.7 MB
  2%[                                                  ] 4.2/242.7 MB
  2%[                                                  ] 4.2/242.7 MB
  2%[                                                  ] 4.2/242.7 MB
  2%[                                                  ] 4.2/242.7 MB
  2%[                                                  ] 4.2/242.7 MB
  2%[                                                  ] 4.2/242.7 MB
  2%[                                                  ] 4.2/242.7 MB
  2%[                                                  ] 4.2/242.7 MB
  2%[                                                  ] 4.3/242.7 MB
  2%[                                                  ] 4.3/242.7 MB
  2%[                                                  ] 4.3/242.7 MB
  2%[                                                  ] 4.3/242.7 MB
  2%[                                                  ] 4.3/242.7 MB
  2%[                                                  ] 4.3/242.7 MB
  2%[                                                  ] 4.3/242.7 MB
  2%[                                                  ] 4.3/242.7 MB
  2%[                                                  ] 4.3/242.7 MB
  2%[                                                  ] 4.3/242.7 MB
  2%[                                                  ] 4.3/242.7 MB
  2%[                                                  ] 4.3/242.7 MB
  2%[                                                  ] 4.4/242.7 MB
  2%[                                                  ] 4.4/242.7 MB
  2%[                                                  ] 4.4/242.7 MB
  2%[                                                  ] 4.4/242.7 MB
  2%[                                                  ] 4.4/242.7 MB
  2%[                                                  ] 4.4/242.7 MB
  2%[                                                  ] 4.4/242.7 MB
  2%[                                                  ] 4.4/242.7 MB
  2%[                                                  ] 4.4/242.7 MB
  2%[                                                  ] 4.4/242.7 MB
  2%[                                                  ] 4.4/242.7 MB
  2%[                                                  ] 4.4/242.7 MB
  2%[                                                  ] 4.4/242.7 MB
  2%[                                                  ] 4.5/242.7 MB
  2%[                                                  ] 4.5/242.7 MB
  2%[                                                  ] 4.5/242.7 MB
  2%[                                                  ] 4.5/242.7 MB
  2%[                                                  ] 4.5/242.7 MB
  2%[                                                  ] 4.5/242.7 MB
  2%[                                                  ] 4.5/242.7 MB
  2%[                                                  ] 4.5/242.7 MB
  2%[                                                  ] 4.5/242.7 MB
  2%[                                                  ] 4.5/242.7 MB
  2%[                                                  ] 4.5/242.7 MB
  2%[                                                  ] 4.5/242.7 MB
  2%[                                                  ] 4.5/242.7 MB
  2%[                                                  ] 4.6/242.7 MB
  2%[                                                  ] 4.6/242.7 MB
  2%[                                                  ] 4.6/242.7 MB
  2%[                                                  ] 4.6/242.7 MB
  2%[                                                  ] 4.6/242.7 MB
  2%[                                                  ] 4.6/242.7 MB
  2%[                                                  ] 4.6/242.7 MB
  2%[                                                  ] 4.6/242.7 MB
  2%[                                                  ] 4.6/242.7 MB
  2%[                                                  ] 4.6/242.7 MB
  2%[                                                  ] 4.6/242.7 MB
  2%[                                                  ] 4.6/242.7 MB
  2%[                                                  ] 4.6/242.7 MB
  2%[                                                  ] 4.7/242.7 MB
  2%[                                                  ] 4.7/242.7 MB
  2%[                                                  ] 4.7/242.7 MB
  2%[                                                  ] 4.7/242.7 MB
  2%[                                                  ] 4.7/242.7 MB
  2%[                                                  ] 4.7/242.7 MB
  2%[                                                  ] 4.7/242.7 MB
  2%[                                                  ] 4.7/242.7 MB
  2%[                                                  ] 4.7/242.7 MB
  2%[                                                  ] 4.7/242.7 MB
  2%[                                                  ] 4.7/242.7 MB
  2%[                                                  ] 4.7/242.7 MB
  2%[                                                  ] 4.8/242.7 MB
  2%[                                                  ] 4.8/242.7 MB
  2%[                                                  ] 4.8/242.7 MB
  2%[                                                  ] 4.8/242.7 MB
  2%[                                                  ] 4.8/242.7 MB
  2%[                                                  ] 4.8/242.7 MB
  2%[                                                  ] 4.8/242.7 MB
  2%[                                                  ] 4.8/242.7 MB
  2%[                                                  ] 4.8/242.7 MB
  2%[                                                  ] 4.8/242.7 MB
  2%[                                                  ] 4.8/242.7 MB
  2%[                                                  ] 4.8/242.7 MB
  2%[                                                  ] 4.8/242.7 MB
  2%[                                                  ] 4.9/242.7 MB
  2%[=                                                 ] 4.9/242.7 MB
  2%[=                                                 ] 4.9/242.7 MB
  2%[=                                                 ] 4.9/242.7 MB
  2%[=                                                 ] 4.9/242.7 MB
  2%[=                                                 ] 4.9/242.7 MB
  2%[=                                                 ] 4.9/242.7 MB
  2%[=                                                 ] 4.9/242.7 MB
  2%[=                                                 ] 4.9/242.7 MB
  2%[=                                                 ] 4.9/242.7 MB
  2%[=                                                 ] 4.9/242.7 MB
  2%[=                                                 ] 4.9/242.7 MB
  2%[=                                                 ] 4.9/242.7 MB
  2%[=                                                 ] 5.0/242.7 MB
  2%[=                                                 ] 5.0/242.7 MB
  2%[=                                                 ] 5.0/242.7 MB
  2%[=                                                 ] 5.0/242.7 MB
  2%[=                                                 ] 5.0/242.7 MB
  2%[=                                                 ] 5.0/242.7 MB
  2%[=                                                 ] 5.0/242.7 MB
  2%[=                                                 ] 5.0/242.7 MB
  2%[=                                                 ] 5.0/242.7 MB
  2%[=                                                 ] 5.0/242.7 MB
  2%[=                                                 ] 5.0/242.7 MB
  2%[=                                                 ] 5.0/242.7 MB
  2%[=                                                 ] 5.0/242.7 MB
  2%[=                                                 ] 5.1/242.7 MB
  2%[=                                                 ] 5.1/242.7 MB
  2%[=                                                 ] 5.1/242.7 MB
  2%[=                                                 ] 5.1/242.7 MB
  2%[=                                                 ] 5.1/242.7 MB
  2%[=                                                 ] 5.1/242.7 MB
  2%[=                                                 ] 5.1/242.7 MB
  2%[=                                                 ] 5.1/242.7 MB
  2%[=                                                 ] 5.1/242.7 MB
  2%[=                                                 ] 5.1/242.7 MB
  2%[=                                                 ] 5.1/242.7 MB
  2%[=                                                 ] 5.1/242.7 MB
  2%[=                                                 ] 5.1/242.7 MB
  2%[=                                                 ] 5.2/242.7 MB
  2%[=                                                 ] 5.2/242.7 MB
  2%[=                                                 ] 5.2/242.7 MB
  2%[=                                                 ] 5.2/242.7 MB
  2%[=                                                 ] 5.2/242.7 MB
  2%[=                                                 ] 5.2/242.7 MB
  2%[=                                                 ] 5.2/242.7 MB
  2%[=                                                 ] 5.2/242.7 MB
  2%[=                                                 ] 5.2/242.7 MB
  2%[=                                                 ] 5.2/242.7 MB
  2%[=                                                 ] 5.2/242.7 MB
  2%[=                                                 ] 5.2/242.7 MB
  2%[=                                                 ] 5.2/242.7 MB
  2%[=                                                 ] 5.3/242.7 MB
  2%[=                                                 ] 5.3/242.7 MB
  2%[=                                                 ] 5.3/242.7 MB
  2%[=                                                 ] 5.3/242.7 MB
  2%[=                                                 ] 5.3/242.7 MB
  2%[=                                                 ] 5.3/242.7 MB
  2%[=                                                 ] 5.3/242.7 MB
  2%[=                                                 ] 5.3/242.7 MB
  2%[=                                                 ] 5.3/242.7 MB
  2%[=                                                 ] 5.3/242.7 MB
  2%[=                                                 ] 5.3/242.7 MB
  2%[=                                                 ] 5.3/242.7 MB
  2%[=                                                 ] 5.4/242.7 MB
  2%[=                                                 ] 5.4/242.7 MB
  2%[=                                                 ] 5.4/242.7 MB
  2%[=                                                 ] 5.4/242.7 MB
  2%[=                                                 ] 5.4/242.7 MB
  2%[=                                                 ] 5.4/242.7 MB
  2%[=                                                 ] 5.4/242.7 MB
  2%[=                                                 ] 5.4/242.7 MB
  2%[=                                                 ] 5.4/242.7 MB
  2%[=                                                 ] 5.4/242.7 MB
  2%[=                                                 ] 5.4/242.7 MB
  2%[=                                                 ] 5.4/242.7 MB
  2%[=                                                 ] 5.4/242.7 MB
  2%[=                                                 ] 5.5/242.7 MB
  2%[=                                                 ] 5.5/242.7 MB
  2%[=                                                 ] 5.5/242.7 MB
  2%[=                                                 ] 5.5/242.7 MB
  2%[=                                                 ] 5.5/242.7 MB
  2%[=                                                 ] 5.5/242.7 MB
  2%[=                                                 ] 5.5/242.7 MB
  2%[=                                                 ] 5.5/242.7 MB
  2%[=                                                 ] 5.5/242.7 MB
  2%[=                                                 ] 5.5/242.7 MB
  2%[=                                                 ] 5.5/242.7 MB
  2%[=                                                 ] 5.5/242.7 MB
  2%[=                                                 ] 5.5/242.7 MB
  2%[=                                                 ] 5.6/242.7 MB
  2%[=                                                 ] 5.6/242.7 MB
  2%[=                                                 ] 5.6/242.7 MB
  2%[=                                                 ] 5.6/242.7 MB
  2%[=                                                 ] 5.6/242.7 MB
  2%[=                                                 ] 5.6/242.7 MB
  2%[=                                                 ] 5.6/242.7 MB
  2%[=                                                 ] 5.6/242.7 MB
  2%[=                                                 ] 5.6/242.7 MB
  2%[=                                                 ] 5.6/242.7 MB
  2%[=                                                 ] 5.6/242.7 MB
  2%[=                                                 ] 5.6/242.7 MB
  2%[=                                                 ] 5.6/242.7 MB
  2%[=                                                 ] 5.7/242.7 MB
  2%[=                                                 ] 5.7/242.7 MB
  2%[=                                                 ] 5.7/242.7 MB
  2%[=                                                 ] 5.7/242.7 MB
  2%[=                                                 ] 5.7/242.7 MB
  2%[=                                                 ] 5.7/242.7 MB
  2%[=                                                 ] 5.7/242.7 MB
  2%[=                                                 ] 5.7/242.7 MB
  2%[=                                                 ] 5.7/242.7 MB
  2%[=                                                 ] 5.7/242.7 MB
  2%[=                                                 ] 5.7/242.7 MB
  2%[=                                                 ] 5.7/242.7 MB
  2%[=                                                 ] 5.8/242.7 MB
  2%[=                                                 ] 5.8/242.7 MB
  2%[=                                                 ] 5.8/242.7 MB
  2%[=                                                 ] 5.8/242.7 MB
  2%[=                                                 ] 5.8/242.7 MB
  2%[=                                                 ] 5.8/242.7 MB
  2%[=                                                 ] 5.8/242.7 MB
  2%[=                                                 ] 5.8/242.7 MB
  2%[=                                                 ] 5.8/242.7 MB
  2%[=                                                 ] 5.8/242.7 MB
  2%[=                                                 ] 5.8/242.7 MB
  2%[=                                                 ] 5.8/242.7 MB
  2%[=                                                 ] 5.8/242.7 MB
  2%[=                                                 ] 5.9/242.7 MB
  2%[=                                                 ] 5.9/242.7 MB
  2%[=                                                 ] 5.9/242.7 MB
  2%[=                                                 ] 5.9/242.7 MB
  2%[=                                                 ] 5.9/242.7 MB
  2%[=                                                 ] 5.9/242.7 MB
  2%[=                                                 ] 5.9/242.7 MB
  2%[=                                                 ] 5.9/242.7 MB
  2%[=                                                 ] 5.9/242.7 MB
  2%[=                                                 ] 5.9/242.7 MB
  2%[=                                                 ] 5.9/242.7 MB
  2%[=                                                 ] 5.9/242.7 MB
  2%[=                                                 ] 5.9/242.7 MB
  2%[=                                                 ] 6.0/242.7 MB
  2%[=                                                 ] 6.0/242.7 MB
  2%[=                                                 ] 6.0/242.7 MB
  2%[=                                                 ] 6.0/242.7 MB
  2%[=                                                 ] 6.0/242.7 MB
  2%[=                                                 ] 6.0/242.7 MB
  2%[=                                                 ] 6.0/242.7 MB
  2%[=                                                 ] 6.0/242.7 MB
  2%[=                                                 ] 6.0/242.7 MB
  2%[=                                                 ] 6.0/242.7 MB
  2%[=                                                 ] 6.0/242.7 MB
  2%[=                                                 ] 6.0/242.7 MB
  2%[=                                                 ] 6.0/242.7 MB
  2%[=                                                 ] 6.1/242.7 MB
  2%[=                                                 ] 6.1/242.7 MB
  3%[=                                                 ] 6.1/242.7 MB
  3%[=                                                 ] 6.1/242.7 MB
  3%[=                                                 ] 6.1/242.7 MB
  3%[=                                                 ] 6.1/242.7 MB
  3%[=                                                 ] 6.1/242.7 MB
  3%[=                                                 ] 6.1/242.7 MB
  3%[=                                                 ] 6.1/242.7 MB
  3%[=                                                 ] 6.1/242.7 MB
  3%[=                                                 ] 6.1/242.7 MB
  3%[=                                                 ] 6.1/242.7 MB
  3%[=                                                 ] 6.1/242.7 MB
  3%[=                                                 ] 6.2/242.7 MB
  3%[=                                                 ] 6.2/242.7 MB
  3%[=                                                 ] 6.2/242.7 MB
  3%[=                                                 ] 6.2/242.7 MB
  3%[=                                                 ] 6.2/242.7 MB
  3%[=                                                 ] 6.2/242.7 MB
  3%[=                                                 ] 6.2/242.7 MB
  3%[=                                                 ] 6.2/242.7 MB
  3%[=                                                 ] 6.2/242.7 MB
  3%[=                                                 ] 6.2/242.7 MB
  3%[=                                                 ] 6.2/242.7 MB
  3%[=                                                 ] 6.2/242.7 MB
  3%[=                                                 ] 6.2/242.7 MB
  3%[=                                                 ] 6.3/242.7 MB
  3%[=                                                 ] 6.3/242.7 MB
  3%[=                                                 ] 6.3/242.7 MB
  3%[=                                                 ] 6.3/242.7 MB
  3%[=                                                 ] 6.3/242.7 MB
  3%[=                                                 ] 6.3/242.7 MB
  3%[=                                                 ] 6.3/242.7 MB
  3%[=                                                 ] 6.3/242.7 MB
  3%[=                                                 ] 6.3/242.7 MB
  3%[=                                                 ] 6.3/242.7 MB
  3%[=                                                 ] 6.3/242.7 MB
  3%[=                                                 ] 6.3/242.7 MB
  3%[=                                                 ] 6.4/242.7 MB
  3%[=                                                 ] 6.4/242.7 MB
  3%[=                                                 ] 6.4/242.7 MB
  3%[=                                                 ] 6.4/242.7 MB
  3%[=                                                 ] 6.4/242.7 MB
  3%[=                                                 ] 6.4/242.7 MB
  3%[=                                                 ] 6.4/242.7 MB
  3%[=                                                 ] 6.4/242.7 MB
  3%[=                                                 ] 6.4/242.7 MB
  3%[=                                                 ] 6.4/242.7 MB
  3%[=                                                 ] 6.4/242.7 MB
  3%[=                                                 ] 6.4/242.7 MB
  3%[=                                                 ] 6.4/242.7 MB
  3%[=                                                 ] 6.5/242.7 MB
  3%[=                                                 ] 6.5/242.7 MB
  3%[=                                                 ] 6.5/242.7 MB
  3%[=                                                 ] 6.5/242.7 MB
  3%[=                                                 ] 6.5/242.7 MB
  3%[=                                                 ] 6.5/242.7 MB
  3%[=                                                 ] 6.5/242.7 MB
  3%[=                                                 ] 6.5/242.7 MB
  3%[=                                                 ] 6.5/242.7 MB
  3%[=                                                 ] 6.5/242.7 MB
  3%[=                                                 ] 6.5/242.7 MB
  3%[=                                                 ] 6.5/242.7 MB
  3%[=                                                 ] 6.5/242.7 MB
  3%[=                                                 ] 6.6/242.7 MB
  3%[=                                                 ] 6.6/242.7 MB
  3%[=                                                 ] 6.6/242.7 MB
  3%[=                                                 ] 6.6/242.7 MB
  3%[=                                                 ] 6.6/242.7 MB
  3%[=                                                 ] 6.6/242.7 MB
  3%[=                                                 ] 6.6/242.7 MB
  3%[=                                                 ] 6.6/242.7 MB
  3%[=                                                 ] 6.6/242.7 MB
  3%[=                                                 ] 6.6/242.7 MB
  3%[=                                                 ] 6.6/242.7 MB
  3%[=                                                 ] 6.6/242.7 MB
  3%[=                                                 ] 6.6/242.7 MB
  3%[=                                                 ] 6.7/242.7 MB
  3%[=                                                 ] 6.7/242.7 MB
  3%[=                                                 ] 6.7/242.7 MB
  3%[=                                                 ] 6.7/242.7 MB
  3%[=                                                 ] 6.7/242.7 MB
  3%[=                                                 ] 6.7/242.7 MB
  3%[=                                                 ] 6.7/242.7 MB
  3%[=                                                 ] 6.7/242.7 MB
  3%[=                                                 ] 6.7/242.7 MB
  3%[=                                                 ] 6.7/242.7 MB
  3%[=                                                 ] 6.7/242.7 MB
  3%[=                                                 ] 6.7/242.7 MB
  3%[=                                                 ] 6.8/242.7 MB
  3%[=                                                 ] 6.8/242.7 MB
  3%[=                                                 ] 6.8/242.7 MB
  3%[=                                                 ] 6.8/242.7 MB
  3%[=                                                 ] 6.8/242.7 MB
  3%[=                                                 ] 6.8/242.7 MB
  3%[=                                                 ] 6.8/242.7 MB
  3%[=                                                 ] 6.8/242.7 MB
  3%[=                                                 ] 6.8/242.7 MB
  3%[=                                                 ] 6.8/242.7 MB
  3%[=                                                 ] 6.8/242.7 MB
  3%[=                                                 ] 6.8/242.7 MB
  3%[=                                                 ] 6.8/242.7 MB
  3%[=                                                 ] 6.9/242.7 MB
  3%[=                                                 ] 6.9/242.7 MB
  3%[=                                                 ] 6.9/242.7 MB
  3%[=                                                 ] 6.9/242.7 MB
  3%[=                                                 ] 6.9/242.7 MB
  3%[=                                                 ] 6.9/242.7 MB
  3%[=                                                 ] 6.9/242.7 MB
  3%[=                                                 ] 6.9/242.7 MB
  3%[=                                                 ] 6.9/242.7 MB
  3%[=                                                 ] 6.9/242.7 MB
  3%[=                                                 ] 6.9/242.7 MB
  3%[=                                                 ] 6.9/242.7 MB
  3%[=                                                 ] 6.9/242.7 MB
  3%[=                                                 ] 7.0/242.7 MB
  3%[=                                                 ] 7.0/242.7 MB
  3%[=                                                 ] 7.0/242.7 MB
  3%[=                                                 ] 7.0/242.7 MB
  3%[=                                                 ] 7.0/242.7 MB
  3%[=                                                 ] 7.0/242.7 MB
  3%[=                                                 ] 7.0/242.7 MB
  3%[=                                                 ] 7.0/242.7 MB
  3%[=                                                 ] 7.0/242.7 MB
  3%[=                                                 ] 7.0/242.7 MB
  3%[=                                                 ] 7.0/242.7 MB
  3%[=                                                 ] 7.0/242.7 MB
  3%[=                                                 ] 7.0/242.7 MB
  3%[=                                                 ] 7.1/242.7 MB
  3%[=                                                 ] 7.1/242.7 MB
  3%[=                                                 ] 7.1/242.7 MB
  3%[=                                                 ] 7.1/242.7 MB
  3%[=                                                 ] 7.1/242.7 MB
  3%[=                                                 ] 7.1/242.7 MB
  3%[=                                                 ] 7.1/242.7 MB
  3%[=                                                 ] 7.1/242.7 MB
  3%[=                                                 ] 7.1/242.7 MB
  3%[=                                                 ] 7.1/242.7 MB
  3%[=                                                 ] 7.1/242.7 MB
  3%[=                                                 ] 7.1/242.7 MB
  3%[=                                                 ] 7.1/242.7 MB
  3%[=                                                 ] 7.2/242.7 MB
  3%[=                                                 ] 7.2/242.7 MB
  3%[=                                                 ] 7.2/242.7 MB
  3%[=                                                 ] 7.2/242.7 MB
  3%[=                                                 ] 7.2/242.7 MB
  3%[=                                                 ] 7.2/242.7 MB
  3%[=                                                 ] 7.2/242.7 MB
  3%[=                                                 ] 7.2/242.7 MB
  3%[=                                                 ] 7.2/242.7 MB
  3%[=                                                 ] 7.2/242.7 MB
  3%[=                                                 ] 7.2/242.7 MB
  3%[=                                                 ] 7.2/242.7 MB
  3%[=                                                 ] 7.2/242.7 MB
  3%[=                                                 ] 7.3/242.7 MB
  3%[=                                                 ] 7.3/242.7 MB
  3%[=                                                 ] 7.3/242.7 MB
  3%[=                                                 ] 7.3/242.7 MB
  3%[=                                                 ] 7.3/242.7 MB
  3%[=                                                 ] 7.3/242.7 MB
  3%[=                                                 ] 7.3/242.7 MB
  3%[=                                                 ] 7.3/242.7 MB
  3%[=                                                 ] 7.3/242.7 MB
  3%[=                                                 ] 7.3/242.7 MB
  3%[=                                                 ] 7.3/242.7 MB
  3%[=                                                 ] 7.3/242.7 MB
  3%[=                                                 ] 7.4/242.7 MB
  3%[=                                                 ] 7.4/242.7 MB
  3%[=                                                 ] 7.4/242.7 MB
  3%[=                                                 ] 7.4/242.7 MB
  3%[=                                                 ] 7.4/242.7 MB
  3%[=                                                 ] 7.4/242.7 MB
  3%[=                                                 ] 7.4/242.7 MB
  3%[=                                                 ] 7.4/242.7 MB
  3%[=                                                 ] 7.4/242.7 MB
  3%[=                                                 ] 7.4/242.7 MB
  3%[=                                                 ] 7.4/242.7 MB
  3%[=                                                 ] 7.4/242.7 MB
  3%[=                                                 ] 7.4/242.7 MB
  3%[=                                                 ] 7.5/242.7 MB
  3%[=                                                 ] 7.5/242.7 MB
  3%[=                                                 ] 7.5/242.7 MB
  3%[=                                                 ] 7.5/242.7 MB
  3%[=                                                 ] 7.5/242.7 MB
  3%[=                                                 ] 7.5/242.7 MB
  3%[=                                                 ] 7.5/242.7 MB
  3%[=                                                 ] 7.5/242.7 MB
  3%[=                                                 ] 7.5/242.7 MB
  3%[=                                                 ] 7.5/242.7 MB
  3%[=                                                 ] 7.5/242.7 MB
  3%[=                                                 ] 7.5/242.7 MB
  3%[=                                                 ] 7.5/242.7 MB
  3%[=                                                 ] 7.6/242.7 MB
  3%[=                                                 ] 7.6/242.7 MB
  3%[=                                                 ] 7.6/242.7 MB
  3%[=                                                 ] 7.6/242.7 MB
  3%[=                                                 ] 7.6/242.7 MB
  3%[=                                                 ] 7.6/242.7 MB
  3%[=                                                 ] 7.6/242.7 MB
  3%[=                                                 ] 7.6/242.7 MB
  3%[=                                                 ] 7.6/242.7 MB
  3%[=                                                 ] 7.6/242.7 MB
  3%[=                                                 ] 7.6/242.7 MB
  3%[=                                                 ] 7.6/242.7 MB
  3%[=                                                 ] 7.6/242.7 MB
  3%[=                                                 ] 7.7/242.7 MB
  3%[=                                                 ] 7.7/242.7 MB
  3%[=                                                 ] 7.7/242.7 MB
  3%[=                                                 ] 7.7/242.7 MB
  3%[=                                                 ] 7.7/242.7 MB
  3%[=                                                 ] 7.7/242.7 MB
  3%[=                                                 ] 7.7/242.7 MB
  3%[=                                                 ] 7.7/242.7 MB
  3%[=                                                 ] 7.7/242.7 MB
  3%[=                                                 ] 7.7/242.7 MB
  3%[=                                                 ] 7.7/242.7 MB
  3%[=                                                 ] 7.7/242.7 MB
  3%[=                                                 ] 7.8/242.7 MB
  3%[=                                                 ] 7.8/242.7 MB
  3%[=                                                 ] 7.8/242.7 MB
  3%[=                                                 ] 7.8/242.7 MB
  3%[=                                                 ] 7.8/242.7 MB
  3%[=                                                 ] 7.8/242.7 MB
  3%[=                                                 ] 7.8/242.7 MB
  3%[=                                                 ] 7.8/242.7 MB
  3%[=                                                 ] 7.8/242.7 MB
  3%[=                                                 ] 7.8/242.7 MB
  3%[=                                                 ] 7.8/242.7 MB
  3%[=                                                 ] 7.8/242.7 MB
  3%[=                                                 ] 7.8/242.7 MB
  3%[=                                                 ] 7.9/242.7 MB
  3%[=                                                 ] 7.9/242.7 MB
  3%[=                                                 ] 7.9/242.7 MB
  3%[=                                                 ] 7.9/242.7 MB
  3%[=                                                 ] 7.9/242.7 MB
  3%[=                                                 ] 7.9/242.7 MB
  3%[=                                                 ] 7.9/242.7 MB
  3%[=                                                 ] 7.9/242.7 MB
  3%[=                                                 ] 7.9/242.7 MB
  3%[=                                                 ] 7.9/242.7 MB
  3%[=                                                 ] 7.9/242.7 MB
  3%[=                                                 ] 7.9/242.7 MB
  3%[=                                                 ] 7.9/242.7 MB
  3%[=                                                 ] 8.0/242.7 MB
  3%[=                                                 ] 8.0/242.7 MB
  3%[=                                                 ] 8.0/242.7 MB
  3%[=                                                 ] 8.0/242.7 MB
  3%[=                                                 ] 8.0/242.7 MB
  3%[=                                                 ] 8.0/242.7 MB
  3%[=                                                 ] 8.0/242.7 MB
  3%[=                                                 ] 8.0/242.7 MB
  3%[=                                                 ] 8.0/242.7 MB
  3%[=                                                 ] 8.0/242.7 MB
  3%[=                                                 ] 8.0/242.7 MB
  3%[=                                                 ] 8.0/242.7 MB
  3%[=                                                 ] 8.0/242.7 MB
  3%[=                                                 ] 8.1/242.7 MB
  3%[=                                                 ] 8.1/242.7 MB
  3%[=                                                 ] 8.1/242.7 MB
  3%[=                                                 ] 8.1/242.7 MB
  3%[=                                                 ] 8.1/242.7 MB
  3%[=                                                 ] 8.1/242.7 MB
  3%[=                                                 ] 8.1/242.7 MB
  3%[=                                                 ] 8.1/242.7 MB
  3%[=                                                 ] 8.1/242.7 MB
  3%[=                                                 ] 8.1/242.7 MB
  3%[=                                                 ] 8.1/242.7 MB
  3%[=                                                 ] 8.1/242.7 MB
  3%[=                                                 ] 8.1/242.7 MB
  3%[=                                                 ] 8.2/242.7 MB
  3%[=                                                 ] 8.2/242.7 MB
  3%[=                                                 ] 8.2/242.7 MB
  3%[=                                                 ] 8.2/242.7 MB
  3%[=                                                 ] 8.2/242.7 MB
  3%[=                                                 ] 8.2/242.7 MB
  3%[=                                                 ] 8.2/242.7 MB
  3%[=                                                 ] 8.2/242.7 MB
  3%[=                                                 ] 8.2/242.7 MB
  3%[=                                                 ] 8.2/242.7 MB
  3%[=                                                 ] 8.2/242.7 MB
  3%[=                                                 ] 8.2/242.7 MB
  3%[=                                                 ] 8.2/242.7 MB
  3%[=                                                 ] 8.3/242.7 MB
  3%[=                                                 ] 8.3/242.7 MB
  3%[=                                                 ] 8.3/242.7 MB
  3%[=                                                 ] 8.3/242.7 MB
  3%[=                                                 ] 8.3/242.7 MB
  3%[=                                                 ] 8.3/242.7 MB
  3%[=                                                 ] 8.3/242.7 MB
  3%[=                                                 ] 8.3/242.7 MB
  3%[=                                                 ] 8.3/242.7 MB
  3%[=                                                 ] 8.3/242.7 MB
  3%[=                                                 ] 8.3/242.7 MB
  3%[=                                                 ] 8.3/242.7 MB
  3%[=                                                 ] 8.4/242.7 MB
  3%[=                                                 ] 8.4/242.7 MB
  3%[=                                                 ] 8.4/242.7 MB
  3%[=                                                 ] 8.4/242.7 MB
  3%[=                                                 ] 8.4/242.7 MB
  3%[=                                                 ] 8.4/242.7 MB
  3%[=                                                 ] 8.4/242.7 MB
  3%[=                                                 ] 8.4/242.7 MB
  3%[=                                                 ] 8.4/242.7 MB
  3%[=                                                 ] 8.4/242.7 MB
  3%[=                                                 ] 8.4/242.7 MB
  3%[=                                                 ] 8.4/242.7 MB
  3%[=                                                 ] 8.4/242.7 MB
  3%[=                                                 ] 8.5/242.7 MB
  3%[=                                                 ] 8.5/242.7 MB
  3%[=                                                 ] 8.5/242.7 MB
  3%[=                                                 ] 8.5/242.7 MB
  3%[=                                                 ] 8.5/242.7 MB
  3%[=                                                 ] 8.5/242.7 MB
  4%[=                                                 ] 8.5/242.7 MB
  4%[=                                                 ] 8.5/242.7 MB
  4%[=                                                 ] 8.5/242.7 MB
  4%[=                                                 ] 8.5/242.7 MB
  4%[=                                                 ] 8.5/242.7 MB
  4%[=                                                 ] 8.5/242.7 MB
  4%[=                                                 ] 8.5/242.7 MB
  4%[=                                                 ] 8.6/242.7 MB
  4%[=                                                 ] 8.6/242.7 MB
  4%[=                                                 ] 8.6/242.7 MB
  4%[=                                                 ] 8.6/242.7 MB
  4%[=                                                 ] 8.6/242.7 MB
  4%[=                                                 ] 8.6/242.7 MB
  4%[=                                                 ] 8.6/242.7 MB
  4%[=                                                 ] 8.6/242.7 MB
  4%[=                                                 ] 8.6/242.7 MB
  4%[=                                                 ] 8.6/242.7 MB
  4%[=                                                 ] 8.6/242.7 MB
  4%[=                                                 ] 8.6/242.7 MB
  4%[=                                                 ] 8.6/242.7 MB
  4%[=                                                 ] 8.7/242.7 MB
  4%[=                                                 ] 8.7/242.7 MB
  4%[=                                                 ] 8.7/242.7 MB
  4%[=                                                 ] 8.7/242.7 MB
  4%[=                                                 ] 8.7/242.7 MB
  4%[=                                                 ] 8.7/242.7 MB
  4%[=                                                 ] 8.7/242.7 MB
  4%[=                                                 ] 8.7/242.7 MB
  4%[=                                                 ] 8.7/242.7 MB
  4%[=                                                 ] 8.7/242.7 MB
  4%[=                                                 ] 8.7/242.7 MB
  4%[=                                                 ] 8.7/242.7 MB
  4%[=                                                 ] 8.8/242.7 MB
  4%[=                                                 ] 8.8/242.7 MB
  4%[=                                                 ] 8.8/242.7 MB
  4%[=                                                 ] 8.8/242.7 MB
  4%[=                                                 ] 8.8/242.7 MB
  4%[=                                                 ] 8.8/242.7 MB
  4%[=                                                 ] 8.8/242.7 MB
  4%[=                                                 ] 8.8/242.7 MB
  4%[=                                                 ] 8.8/242.7 MB
  4%[=                                                 ] 8.8/242.7 MB
  4%[=                                                 ] 8.8/242.7 MB
  4%[=                                                 ] 8.8/242.7 MB
  4%[=                                                 ] 8.8/242.7 MB
  4%[=                                                 ] 8.9/242.7 MB
  4%[=                                                 ] 8.9/242.7 MB
  4%[=                                                 ] 8.9/242.7 MB
  4%[=                                                 ] 8.9/242.7 MB
  4%[=                                                 ] 8.9/242.7 MB
  4%[=                                                 ] 8.9/242.7 MB
  4%[=                                                 ] 8.9/242.7 MB
  4%[=                                                 ] 8.9/242.7 MB
  4%[=                                                 ] 8.9/242.7 MB
  4%[=                                                 ] 8.9/242.7 MB
  4%[=                                                 ] 8.9/242.7 MB
  4%[=                                                 ] 8.9/242.7 MB
  4%[=                                                 ] 8.9/242.7 MB
  4%[=                                                 ] 9.0/242.7 MB
  4%[=                                                 ] 9.0/242.7 MB
  4%[=                                                 ] 9.0/242.7 MB
  4%[=                                                 ] 9.0/242.7 MB
  4%[=                                                 ] 9.0/242.7 MB
  4%[=                                                 ] 9.0/242.7 MB
  4%[=                                                 ] 9.0/242.7 MB
  4%[=                                                 ] 9.0/242.7 MB
  4%[=                                                 ] 9.0/242.7 MB
  4%[=                                                 ] 9.0/242.7 MB
  4%[=                                                 ] 9.0/242.7 MB
  4%[=                                                 ] 9.0/242.7 MB
  4%[=                                                 ] 9.0/242.7 MB
  4%[=                                                 ] 9.1/242.7 MB
  4%[=                                                 ] 9.1/242.7 MB
  4%[=                                                 ] 9.1/242.7 MB
  4%[=                                                 ] 9.1/242.7 MB
  4%[=                                                 ] 9.1/242.7 MB
  4%[=                                                 ] 9.1/242.7 MB
  4%[=                                                 ] 9.1/242.7 MB
  4%[=                                                 ] 9.1/242.7 MB
  4%[=                                                 ] 9.1/242.7 MB
  4%[=                                                 ] 9.1/242.7 MB
  4%[=                                                 ] 9.1/242.7 MB
  4%[=                                                 ] 9.1/242.7 MB
  4%[=                                                 ] 9.1/242.7 MB
  4%[=                                                 ] 9.2/242.7 MB
  4%[=                                                 ] 9.2/242.7 MB
  4%[=                                                 ] 9.2/242.7 MB
  4%[=                                                 ] 9.2/242.7 MB
  4%[=                                                 ] 9.2/242.7 MB
  4%[=                                                 ] 9.2/242.7 MB
  4%[=                                                 ] 9.2/242.7 MB
  4%[=                                                 ] 9.2/242.7 MB
  4%[=                                                 ] 9.2/242.7 MB
  4%[=                                                 ] 9.2/242.7 MB
  4%[=                                                 ] 9.2/242.7 MB
  4%[=                                                 ] 9.2/242.7 MB
  4%[=                                                 ] 9.2/242.7 MB
  4%[=                                                 ] 9.3/242.7 MB
  4%[=                                                 ] 9.3/242.7 MB
  4%[=                                                 ] 9.3/242.7 MB
  4%[=                                                 ] 9.3/242.7 MB
  4%[=                                                 ] 9.3/242.7 MB
  4%[=                                                 ] 9.3/242.7 MB
  4%[=                                                 ] 9.3/242.7 MB
  4%[=                                                 ] 9.3/242.7 MB
  4%[=                                                 ] 9.3/242.7 MB
  4%[=                                                 ] 9.3/242.7 MB
  4%[=                                                 ] 9.3/242.7 MB
  4%[=                                                 ] 9.3/242.7 MB
  4%[=                                                 ] 9.4/242.7 MB
  4%[=                                                 ] 9.4/242.7 MB
  4%[=                                                 ] 9.4/242.7 MB
  4%[=                                                 ] 9.4/242.7 MB
  4%[=                                                 ] 9.4/242.7 MB
  4%[=                                                 ] 9.4/242.7 MB
  4%[=                                                 ] 9.4/242.7 MB
  4%[=                                                 ] 9.4/242.7 MB
  4%[=                                                 ] 9.4/242.7 MB
  4%[=                                                 ] 9.4/242.7 MB
  4%[=                                                 ] 9.4/242.7 MB
  4%[=                                                 ] 9.4/242.7 MB
  4%[=                                                 ] 9.4/242.7 MB
  4%[=                                                 ] 9.5/242.7 MB
  4%[=                                                 ] 9.5/242.7 MB
  4%[=                                                 ] 9.5/242.7 MB
  4%[=                                                 ] 9.5/242.7 MB
  4%[=                                                 ] 9.5/242.7 MB
  4%[=                                                 ] 9.5/242.7 MB
  4%[=                                                 ] 9.5/242.7 MB
  4%[=                                                 ] 9.5/242.7 MB
  4%[=                                                 ] 9.5/242.7 MB
  4%[=                                                 ] 9.5/242.7 MB
  4%[=                                                 ] 9.5/242.7 MB
  4%[=                                                 ] 9.5/242.7 MB
  4%[=                                                 ] 9.5/242.7 MB
  4%[=                                                 ] 9.6/242.7 MB
  4%[=                                                 ] 9.6/242.7 MB
  4%[=                                                 ] 9.6/242.7 MB
  4%[=                                                 ] 9.6/242.7 MB
  4%[=                                                 ] 9.6/242.7 MB
  4%[=                                                 ] 9.6/242.7 MB
  4%[=                                                 ] 9.6/242.7 MB
  4%[=                                                 ] 9.6/242.7 MB
  4%[=                                                 ] 9.6/242.7 MB
  4%[=                                                 ] 9.6/242.7 MB
  4%[=                                                 ] 9.6/242.7 MB
  4%[=                                                 ] 9.6/242.7 MB
  4%[=                                                 ] 9.6/242.7 MB
  4%[=                                                 ] 9.7/242.7 MB
  4%[=                                                 ] 9.7/242.7 MB
  4%[=                                                 ] 9.7/242.7 MB
  4%[=                                                 ] 9.7/242.7 MB
  4%[=                                                 ] 9.7/242.7 MB
  4%[=                                                 ] 9.7/242.7 MB
  4%[=                                                 ] 9.7/242.7 MB
  4%[==                                                ] 9.7/242.7 MB
  4%[==                                                ] 9.7/242.7 MB
  4%[==                                                ] 9.7/242.7 MB
  4%[==                                                ] 9.7/242.7 MB
  4%[==                                                ] 9.7/242.7 MB
  4%[==                                                ] 9.8/242.7 MB
  4%[==                                                ] 9.8/242.7 MB
  4%[==                                                ] 9.8/242.7 MB
  4%[==                                                ] 9.8/242.7 MB
  4%[==                                                ] 9.8/242.7 MB
  4%[==                                                ] 9.8/242.7 MB
  4%[==                                                ] 9.8/242.7 MB
  4%[==                                                ] 9.8/242.7 MB
  4%[==                                                ] 9.8/242.7 MB
  4%[==                                                ] 9.8/242.7 MB
  4%[==                                                ] 9.8/242.7 MB
  4%[==                                                ] 9.8/242.7 MB
  4%[==                                                ] 9.8/242.7 MB
  4%[==                                                ] 9.9/242.7 MB
  4%[==                                                ] 9.9/242.7 MB
  4%[==                                                ] 9.9/242.7 MB
  4%[==                                                ] 9.9/242.7 MB
  4%[==                                                ] 9.9/242.7 MB
  4%[==                                                ] 9.9/242.7 MB
  4%[==                                                ] 9.9/242.7 MB
  4%[==                                                ] 9.9/242.7 MB
  4%[==                                                ] 9.9/242.7 MB
  4%[==                                                ] 9.9/242.7 MB
  4%[==                                                ] 9.9/242.7 MB
  4%[==                                                ] 9.9/242.7 MB
  4%[==                                                ] 9.9/242.7 MB
  4%[==                                                ] 10.0/242.7 MB
  4%[==                                                ] 10.0/242.7 MB
  4%[==                                                ] 10.0/242.7 MB
  4%[==                                                ] 10.0/242.7 MB
  4%[==                                                ] 10.0/242.7 MB
  4%[==                                                ] 10.0/242.7 MB
  4%[==                                                ] 10.0/242.7 MB
  4%[==                                                ] 10.0/242.7 MB
  4%[==                                                ] 10.0/242.7 MB
  4%[==                                                ] 10.0/242.7 MB
  4%[==                                                ] 10.0/242.7 MB
  4%[==                                                ] 10.0/242.7 MB
  4%[==                                                ] 10.0/242.7 MB
  4%[==                                                ] 10.1/242.7 MB
  4%[==                                                ] 10.1/242.7 MB
  4%[==                                                ] 10.1/242.7 MB
  4%[==                                                ] 10.1/242.7 MB
  4%[==                                                ] 10.1/242.7 MB
  4%[==                                                ] 10.1/242.7 MB
  4%[==                                                ] 10.1/242.7 MB
  4%[==                                                ] 10.1/242.7 MB
  4%[==                                                ] 10.1/242.7 MB
  4%[==                                                ] 10.1/242.7 MB
  4%[==                                                ] 10.1/242.7 MB
  4%[==                                                ] 10.1/242.7 MB
  4%[==                                                ] 10.1/242.7 MB
  4%[==                                                ] 10.2/242.7 MB
  4%[==                                                ] 10.2/242.7 MB
  4%[==                                                ] 10.2/242.7 MB
  4%[==                                                ] 10.2/242.7 MB
  4%[==                                                ] 10.2/242.7 MB
  4%[==                                                ] 10.2/242.7 MB
  4%[==                                                ] 10.2/242.7 MB
  4%[==                                                ] 10.2/242.7 MB
  4%[==                                                ] 10.2/242.7 MB
  4%[==                                                ] 10.2/242.7 MB
  4%[==                                                ] 10.2/242.7 MB
  4%[==                                                ] 10.2/242.7 MB
  4%[==                                                ] 10.2/242.7 MB
  4%[==                                                ] 10.3/242.7 MB
  4%[==                                                ] 10.3/242.7 MB
  4%[==                                                ] 10.3/242.7 MB
  4%[==                                                ] 10.3/242.7 MB
  4%[==                                                ] 10.3/242.7 MB
  4%[==                                                ] 10.3/242.7 MB
  4%[==                                                ] 10.3/242.7 MB
  4%[==                                                ] 10.3/242.7 MB
  4%[==                                                ] 10.3/242.7 MB
  4%[==                                                ] 10.3/242.7 MB
  4%[==                                                ] 10.3/242.7 MB
  4%[==                                                ] 10.3/242.7 MB
  4%[==                                                ] 10.4/242.7 MB
  4%[==                                                ] 10.4/242.7 MB
  4%[==                                                ] 10.4/242.7 MB
  4%[==                                                ] 10.4/242.7 MB
  4%[==                                                ] 10.4/242.7 MB
  4%[==                                                ] 10.4/242.7 MB
  4%[==                                                ] 10.4/242.7 MB
  4%[==                                                ] 10.4/242.7 MB
  4%[==                                                ] 10.4/242.7 MB
  4%[==                                                ] 10.4/242.7 MB
  4%[==                                                ] 10.4/242.7 MB
  4%[==                                                ] 10.4/242.7 MB
  4%[==                                                ] 10.4/242.7 MB
  4%[==                                                ] 10.5/242.7 MB
  4%[==                                                ] 10.5/242.7 MB
  4%[==                                                ] 10.5/242.7 MB
  4%[==                                                ] 10.5/242.7 MB
  4%[==                                                ] 10.5/242.7 MB
  4%[==                                                ] 10.5/242.7 MB
  4%[==                                                ] 10.5/242.7 MB
  4%[==                                                ] 10.5/242.7 MB
  4%[==                                                ] 10.5/242.7 MB
  4%[==                                                ] 10.5/242.7 MB
  4%[==                                                ] 10.5/242.7 MB
  4%[==                                                ] 10.5/242.7 MB
  4%[==                                                ] 10.5/242.7 MB
  4%[==                                                ] 10.6/242.7 MB
  4%[==                                                ] 10.6/242.7 MB
  4%[==                                                ] 10.6/242.7 MB
  4%[==                                                ] 10.6/242.7 MB
  4%[==                                                ] 10.6/242.7 MB
  4%[==                                                ] 10.6/242.7 MB
  4%[==                                                ] 10.6/242.7 MB
  4%[==                                                ] 10.6/242.7 MB
  4%[==                                                ] 10.6/242.7 MB
  4%[==                                                ] 10.6/242.7 MB
  4%[==                                                ] 10.6/242.7 MB
  4%[==                                                ] 10.6/242.7 MB
  4%[==                                                ] 10.6/242.7 MB
  4%[==                                                ] 10.7/242.7 MB
  4%[==                                                ] 10.7/242.7 MB
  4%[==                                                ] 10.7/242.7 MB
  4%[==                                                ] 10.7/242.7 MB
  4%[==                                                ] 10.7/242.7 MB
  4%[==                                                ] 10.7/242.7 MB
  4%[==                                                ] 10.7/242.7 MB
  4%[==                                                ] 10.7/242.7 MB
  4%[==                                                ] 10.7/242.7 MB
  4%[==                                                ] 10.7/242.7 MB
  4%[==                                                ] 10.7/242.7 MB
  4%[==                                                ] 10.7/242.7 MB
  4%[==                                                ] 10.8/242.7 MB
  4%[==                                                ] 10.8/242.7 MB
  4%[==                                                ] 10.8/242.7 MB
  4%[==                                                ] 10.8/242.7 MB
  4%[==                                                ] 10.8/242.7 MB
  4%[==                                                ] 10.8/242.7 MB
  4%[==                                                ] 10.8/242.7 MB
  4%[==                                                ] 10.8/242.7 MB
  4%[==                                                ] 10.8/242.7 MB
  4%[==                                                ] 10.8/242.7 MB
  4%[==                                                ] 10.8/242.7 MB
  4%[==                                                ] 10.8/242.7 MB
  4%[==                                                ] 10.8/242.7 MB
  4%[==                                                ] 10.9/242.7 MB
  4%[==                                                ] 10.9/242.7 MB
  4%[==                                                ] 10.9/242.7 MB
  4%[==                                                ] 10.9/242.7 MB
  4%[==                                                ] 10.9/242.7 MB
  4%[==                                                ] 10.9/242.7 MB
  4%[==                                                ] 10.9/242.7 MB
  4%[==                                                ] 10.9/242.7 MB
  4%[==                                                ] 10.9/242.7 MB
  5%[==                                                ] 10.9/242.7 MB
  5%[==                                                ] 10.9/242.7 MB
  5%[==                                                ] 10.9/242.7 MB
  5%[==                                                ] 10.9/242.7 MB
  5%[==                                                ] 11.0/242.7 MB
  5%[==                                                ] 11.0/242.7 MB
  5%[==                                                ] 11.0/242.7 MB
  5%[==                                                ] 11.0/242.7 MB
  5%[==                                                ] 11.0/242.7 MB
  5%[==                                                ] 11.0/242.7 MB
  5%[==                                                ] 11.0/242.7 MB
  5%[==                                                ] 11.0/242.7 MB
  5%[==                                                ] 11.0/242.7 MB
  5%[==                                                ] 11.0/242.7 MB
  5%[==                                                ] 11.0/242.7 MB
  5%[==                                                ] 11.0/242.7 MB
  5%[==                                                ] 11.0/242.7 MB
  5%[==                                                ] 11.1/242.7 MB
  5%[==                                                ] 11.1/242.7 MB
  5%[==                                                ] 11.1/242.7 MB
  5%[==                                                ] 11.1/242.7 MB
  5%[==                                                ] 11.1/242.7 MB
  5%[==                                                ] 11.1/242.7 MB
  5%[==                                                ] 11.1/242.7 MB
  5%[==                                                ] 11.1/242.7 MB
  5%[==                                                ] 11.1/242.7 MB
  5%[==                                                ] 11.1/242.7 MB
  5%[==                                                ] 11.1/242.7 MB
  5%[==                                                ] 11.1/242.7 MB
  5%[==                                                ] 11.1/242.7 MB
  5%[==                                                ] 11.2/242.7 MB
  5%[==                                                ] 11.2/242.7 MB
  5%[==                                                ] 11.2/242.7 MB
  5%[==                                                ] 11.2/242.7 MB
  5%[==                                                ] 11.2/242.7 MB
  5%[==                                                ] 11.2/242.7 MB
  5%[==                                                ] 11.2/242.7 MB
  5%[==                                                ] 11.2/242.7 MB
  5%[==                                                ] 11.2/242.7 MB
  5%[==                                                ] 11.2/242.7 MB
  5%[==                                                ] 11.2/242.7 MB
  5%[==                                                ] 11.2/242.7 MB
  5%[==                                                ] 11.2/242.7 MB
  5%[==                                                ] 11.3/242.7 MB
  5%[==                                                ] 11.3/242.7 MB
  5%[==                                                ] 11.3/242.7 MB
  5%[==                                                ] 11.3/242.7 MB
  5%[==                                                ] 11.3/242.7 MB
  5%[==                                                ] 11.3/242.7 MB
  5%[==                                                ] 11.3/242.7 MB
  5%[==                                                ] 11.3/242.7 MB
  5%[==                                                ] 11.3/242.7 MB
  5%[==                                                ] 11.3/242.7 MB
  5%[==                                                ] 11.3/242.7 MB
  5%[==                                                ] 11.3/242.7 MB
  5%[==                                                ] 11.4/242.7 MB
  5%[==                                                ] 11.4/242.7 MB
  5%[==                                                ] 11.4/242.7 MB
  5%[==                                                ] 11.4/242.7 MB
  5%[==                                                ] 11.4/242.7 MB
  5%[==                                                ] 11.4/242.7 MB
  5%[==                                                ] 11.4/242.7 MB
  5%[==                                                ] 11.4/242.7 MB
  5%[==                                                ] 11.4/242.7 MB
  5%[==                                                ] 11.4/242.7 MB
  5%[==                                                ] 11.4/242.7 MB
  5%[==                                                ] 11.4/242.7 MB
  5%[==                                                ] 11.4/242.7 MB
  5%[==                                                ] 11.5/242.7 MB
  5%[==                                                ] 11.5/242.7 MB
  5%[==                                                ] 11.5/242.7 MB
  5%[==                                                ] 11.5/242.7 MB
  5%[==                                                ] 11.5/242.7 MB
  5%[==                                                ] 11.5/242.7 MB
  5%[==                                                ] 11.5/242.7 MB
  5%[==                                                ] 11.5/242.7 MB
  5%[==                                                ] 11.5/242.7 MB
  5%[==                                                ] 11.5/242.7 MB
  5%[==                                                ] 11.5/242.7 MB
  5%[==                                                ] 11.5/242.7 MB
  5%[==                                                ] 11.5/242.7 MB
  5%[==                                                ] 11.6/242.7 MB
  5%[==                                                ] 11.6/242.7 MB
  5%[==                                                ] 11.6/242.7 MB
  5%[==                                                ] 11.6/242.7 MB
  5%[==                                                ] 11.6/242.7 MB
  5%[==                                                ] 11.6/242.7 MB
  5%[==                                                ] 11.6/242.7 MB
  5%[==                                                ] 11.6/242.7 MB
  5%[==                                                ] 11.6/242.7 MB
  5%[==                                                ] 11.6/242.7 MB
  5%[==                                                ] 11.6/242.7 MB
  5%[==                                                ] 11.6/242.7 MB
  5%[==                                                ] 11.6/242.7 MB
  5%[==                                                ] 11.7/242.7 MB
  5%[==                                                ] 11.7/242.7 MB
  5%[==                                                ] 11.7/242.7 MB
  5%[==                                                ] 11.7/242.7 MB
  5%[==                                                ] 11.7/242.7 MB
  5%[==                                                ] 11.7/242.7 MB
  5%[==                                                ] 11.7/242.7 MB
  5%[==                                                ] 11.7/242.7 MB
  5%[==                                                ] 11.7/242.7 MB
  5%[==                                                ] 11.7/242.7 MB
  5%[==                                                ] 11.7/242.7 MB
  5%[==                                                ] 11.7/242.7 MB
  5%[==                                                ] 11.8/242.7 MB
  5%[==                                                ] 11.8/242.7 MB
  5%[==                                                ] 11.8/242.7 MB
  5%[==                                                ] 11.8/242.7 MB
  5%[==                                                ] 11.8/242.7 MB
  5%[==                                                ] 11.8/242.7 MB
  5%[==                                                ] 11.8/242.7 MB
  5%[==                                                ] 11.8/242.7 MB
  5%[==                                                ] 11.8/242.7 MB
  5%[==                                                ] 11.8/242.7 MB
  5%[==                                                ] 11.8/242.7 MB
  5%[==                                                ] 11.8/242.7 MB
  5%[==                                                ] 11.8/242.7 MB
  5%[==                                                ] 11.9/242.7 MB
  5%[==                                                ] 11.9/242.7 MB
  5%[==                                                ] 11.9/242.7 MB
  5%[==                                                ] 11.9/242.7 MB
  5%[==                                                ] 11.9/242.7 MB
  5%[==                                                ] 11.9/242.7 MB
  5%[==                                                ] 11.9/242.7 MB
  5%[==                                                ] 11.9/242.7 MB
  5%[==                                                ] 11.9/242.7 MB
  5%[==                                                ] 11.9/242.7 MB
  5%[==                                                ] 11.9/242.7 MB
  5%[==                                                ] 11.9/242.7 MB
  5%[==                                                ] 11.9/242.7 MB
  5%[==                                                ] 12.0/242.7 MB
  5%[==                                                ] 12.0/242.7 MB
  5%[==                                                ] 12.0/242.7 MB
  5%[==                                                ] 12.0/242.7 MB
  5%[==                                                ] 12.0/242.7 MB
  5%[==                                                ] 12.0/242.7 MB
  5%[==                                                ] 12.0/242.7 MB
  5%[==                                                ] 12.0/242.7 MB
  5%[==                                                ] 12.0/242.7 MB
  5%[==                                                ] 12.0/242.7 MB
  5%[==                                                ] 12.0/242.7 MB
  5%[==                                                ] 12.0/242.7 MB
  5%[==                                                ] 12.0/242.7 MB
  5%[==                                                ] 12.1/242.7 MB
  5%[==                                                ] 12.1/242.7 MB
  5%[==                                                ] 12.1/242.7 MB
  5%[==                                                ] 12.1/242.7 MB
  5%[==                                                ] 12.1/242.7 MB
  5%[==                                                ] 12.1/242.7 MB
  5%[==                                                ] 12.1/242.7 MB
  5%[==                                                ] 12.1/242.7 MB
  5%[==                                                ] 12.1/242.7 MB
  5%[==                                                ] 12.1/242.7 MB
  5%[==                                                ] 12.1/242.7 MB
  5%[==                                                ] 12.1/242.7 MB
  5%[==                                                ] 12.1/242.7 MB
  5%[==                                                ] 12.2/242.7 MB
  5%[==                                                ] 12.2/242.7 MB
  5%[==                                                ] 12.2/242.7 MB
  5%[==                                                ] 12.2/242.7 MB
  5%[==                                                ] 12.2/242.7 MB
  5%[==                                                ] 12.2/242.7 MB
  5%[==                                                ] 12.2/242.7 MB
  5%[==                                                ] 12.2/242.7 MB
  5%[==                                                ] 12.2/242.7 MB
  5%[==                                                ] 12.2/242.7 MB
  5%[==                                                ] 12.2/242.7 MB
  5%[==                                                ] 12.2/242.7 MB
  5%[==                                                ] 12.2/242.7 MB
  5%[==                                                ] 12.3/242.7 MB
  5%[==                                                ] 12.3/242.7 MB
  5%[==                                                ] 12.3/242.7 MB
  5%[==                                                ] 12.3/242.7 MB
  5%[==                                                ] 12.3/242.7 MB
  5%[==                                                ] 12.3/242.7 MB
  5%[==                                                ] 12.3/242.7 MB
  5%[==                                                ] 12.3/242.7 MB
  5%[==                                                ] 12.3/242.7 MB
  5%[==                                                ] 12.3/242.7 MB
  5%[==                                                ] 12.3/242.7 MB
  5%[==                                                ] 12.3/242.7 MB
  5%[==                                                ] 12.4/242.7 MB
  5%[==                                                ] 12.4/242.7 MB
  5%[==                                                ] 12.4/242.7 MB
  5%[==                                                ] 12.4/242.7 MB
  5%[==                                                ] 12.4/242.7 MB
  5%[==                                                ] 12.4/242.7 MB
  5%[==                                                ] 12.4/242.7 MB
  5%[==                                                ] 12.4/242.7 MB
  5%[==                                                ] 12.4/242.7 MB
  5%[==                                                ] 12.4/242.7 MB
  5%[==                                                ] 12.4/242.7 MB
  5%[==                                                ] 12.4/242.7 MB
  5%[==                                                ] 12.4/242.7 MB
  5%[==                                                ] 12.5/242.7 MB
  5%[==                                                ] 12.5/242.7 MB
  5%[==                                                ] 12.5/242.7 MB
  5%[==                                                ] 12.5/242.7 MB
  5%[==                                                ] 12.5/242.7 MB
  5%[==                                                ] 12.5/242.7 MB
  5%[==                                                ] 12.5/242.7 MB
  5%[==                                                ] 12.5/242.7 MB
  5%[==                                                ] 12.5/242.7 MB
  5%[==                                                ] 12.5/242.7 MB
  5%[==                                                ] 12.5/242.7 MB
  5%[==                                                ] 12.5/242.7 MB
  5%[==                                                ] 12.5/242.7 MB
  5%[==                                                ] 12.6/242.7 MB
  5%[==                                                ] 12.6/242.7 MB
  5%[==                                                ] 12.6/242.7 MB
  5%[==                                                ] 12.6/242.7 MB
  5%[==                                                ] 12.6/242.7 MB
  5%[==                                                ] 12.6/242.7 MB
  5%[==                                                ] 12.6/242.7 MB
  5%[==                                                ] 12.6/242.7 MB
  5%[==                                                ] 12.6/242.7 MB
  5%[==                                                ] 12.6/242.7 MB
  5%[==                                                ] 12.6/242.7 MB
  5%[==                                                ] 12.6/242.7 MB
  5%[==                                                ] 12.6/242.7 MB
  5%[==                                                ] 12.7/242.7 MB
  5%[==                                                ] 12.7/242.7 MB
  5%[==                                                ] 12.7/242.7 MB
  5%[==                                                ] 12.7/242.7 MB
  5%[==                                                ] 12.7/242.7 MB
  5%[==                                                ] 12.7/242.7 MB
  5%[==                                                ] 12.7/242.7 MB
  5%[==                                                ] 12.7/242.7 MB
  5%[==                                                ] 12.7/242.7 MB
  5%[==                                                ] 12.7/242.7 MB
  5%[==                                                ] 12.7/242.7 MB
  5%[==                                                ] 12.7/242.7 MB
  5%[==                                                ] 12.8/242.7 MB
  5%[==                                                ] 12.8/242.7 MB
  5%[==                                                ] 12.8/242.7 MB
  5%[==                                                ] 12.8/242.7 MB
  5%[==                                                ] 12.8/242.7 MB
  5%[==                                                ] 12.8/242.7 MB
  5%[==                                                ] 12.8/242.7 MB
  5%[==                                                ] 12.8/242.7 MB
  5%[==                                                ] 12.8/242.7 MB
  5%[==                                                ] 12.8/242.7 MB
  5%[==                                                ] 12.8/242.7 MB
  5%[==                                                ] 12.8/242.7 MB
  5%[==                                                ] 12.8/242.7 MB
  5%[==                                                ] 12.9/242.7 MB
  5%[==                                                ] 12.9/242.7 MB
  5%[==                                                ] 12.9/242.7 MB
  5%[==                                                ] 12.9/242.7 MB
  5%[==                                                ] 12.9/242.7 MB
  5%[==                                                ] 12.9/242.7 MB
  5%[==                                                ] 12.9/242.7 MB
  5%[==                                                ] 12.9/242.7 MB
  5%[==                                                ] 12.9/242.7 MB
  5%[==                                                ] 12.9/242.7 MB
  5%[==                                                ] 12.9/242.7 MB
  5%[==                                                ] 12.9/242.7 MB
  5%[==                                                ] 12.9/242.7 MB
  5%[==                                                ] 13.0/242.7 MB
  5%[==                                                ] 13.0/242.7 MB
  5%[==                                                ] 13.0/242.7 MB
  5%[==                                                ] 13.0/242.7 MB
  5%[==                                                ] 13.0/242.7 MB
  5%[==                                                ] 13.0/242.7 MB
  5%[==                                                ] 13.0/242.7 MB
  5%[==                                                ] 13.0/242.7 MB
  5%[==                                                ] 13.0/242.7 MB
  5%[==                                                ] 13.0/242.7 MB
  5%[==                                                ] 13.0/242.7 MB
  5%[==                                                ] 13.0/242.7 MB
  5%[==                                                ] 13.0/242.7 MB
  5%[==                                                ] 13.1/242.7 MB
  5%[==                                                ] 13.1/242.7 MB
  5%[==                                                ] 13.1/242.7 MB
  5%[==                                                ] 13.1/242.7 MB
  5%[==                                                ] 13.1/242.7 MB
  5%[==                                                ] 13.1/242.7 MB
  5%[==                                                ] 13.1/242.7 MB
  5%[==                                                ] 13.1/242.7 MB
  5%[==                                                ] 13.1/242.7 MB
  5%[==                                                ] 13.1/242.7 MB
  5%[==                                                ] 13.1/242.7 MB
  5%[==                                                ] 13.1/242.7 MB
  5%[==                                                ] 13.1/242.7 MB
  5%[==                                                ] 13.2/242.7 MB
  5%[==                                                ] 13.2/242.7 MB
  5%[==                                                ] 13.2/242.7 MB
  5%[==                                                ] 13.2/242.7 MB
  5%[==                                                ] 13.2/242.7 MB
  5%[==                                                ] 13.2/242.7 MB
  5%[==                                                ] 13.2/242.7 MB
  5%[==                                                ] 13.2/242.7 MB
  5%[==                                                ] 13.2/242.7 MB
  5%[==                                                ] 13.2/242.7 MB
  5%[==                                                ] 13.2/242.7 MB
  5%[==                                                ] 13.2/242.7 MB
  5%[==                                                ] 13.2/242.7 MB
  5%[==                                                ] 13.3/242.7 MB
  5%[==                                                ] 13.3/242.7 MB
  5%[==                                                ] 13.3/242.7 MB
  5%[==                                                ] 13.3/242.7 MB
  5%[==                                                ] 13.3/242.7 MB
  5%[==                                                ] 13.3/242.7 MB
  5%[==                                                ] 13.3/242.7 MB
  5%[==                                                ] 13.3/242.7 MB
  5%[==                                                ] 13.3/242.7 MB
  5%[==                                                ] 13.3/242.7 MB
  5%[==                                                ] 13.3/242.7 MB
  5%[==                                                ] 13.3/242.7 MB
  6%[==                                                ] 13.4/242.7 MB
  6%[==                                                ] 13.4/242.7 MB
  6%[==                                                ] 13.4/242.7 MB
  6%[==                                                ] 13.4/242.7 MB
  6%[==                                                ] 13.4/242.7 MB
  6%[==                                                ] 13.4/242.7 MB
  6%[==                                                ] 13.4/242.7 MB
  6%[==                                                ] 13.4/242.7 MB
  6%[==                                                ] 13.4/242.7 MB
  6%[==                                                ] 13.4/242.7 MB
  6%[==                                                ] 13.4/242.7 MB
  6%[==                                                ] 13.4/242.7 MB
  6%[==                                                ] 13.4/242.7 MB
  6%[==                                                ] 13.5/242.7 MB
  6%[==                                                ] 13.5/242.7 MB
  6%[==                                                ] 13.5/242.7 MB
  6%[==                                                ] 13.5/242.7 MB
  6%[==                                                ] 13.5/242.7 MB
  6%[==                                                ] 13.5/242.7 MB
  6%[==                                                ] 13.5/242.7 MB
  6%[==                                                ] 13.5/242.7 MB
  6%[==                                                ] 13.5/242.7 MB
  6%[==                                                ] 13.5/242.7 MB
  6%[==                                                ] 13.5/242.7 MB
  6%[==                                                ] 13.5/242.7 MB
  6%[==                                                ] 13.5/242.7 MB
  6%[==                                                ] 13.6/242.7 MB
  6%[==                                                ] 13.6/242.7 MB
  6%[==                                                ] 13.6/242.7 MB
  6%[==                                                ] 13.6/242.7 MB
  6%[==                                                ] 13.6/242.7 MB
  6%[==                                                ] 13.6/242.7 MB
  6%[==                                                ] 13.6/242.7 MB
  6%[==                                                ] 13.6/242.7 MB
  6%[==                                                ] 13.6/242.7 MB
  6%[==                                                ] 13.6/242.7 MB
  6%[==                                                ] 13.6/242.7 MB
  6%[==                                                ] 13.6/242.7 MB
  6%[==                                                ] 13.6/242.7 MB
  6%[==                                                ] 13.7/242.7 MB
  6%[==                                                ] 13.7/242.7 MB
  6%[==                                                ] 13.7/242.7 MB
  6%[==                                                ] 13.7/242.7 MB
  6%[==                                                ] 13.7/242.7 MB
  6%[==                                                ] 13.7/242.7 MB
  6%[==                                                ] 13.7/242.7 MB
  6%[==                                                ] 13.7/242.7 MB
  6%[==                                                ] 13.7/242.7 MB
  6%[==                                                ] 13.7/242.7 MB
  6%[==                                                ] 13.7/242.7 MB
  6%[==                                                ] 13.7/242.7 MB
  6%[==                                                ] 13.8/242.7 MB
  6%[==                                                ] 13.8/242.7 MB
  6%[==                                                ] 13.8/242.7 MB
  6%[==                                                ] 13.8/242.7 MB
  6%[==                                                ] 13.8/242.7 MB
  6%[==                                                ] 13.8/242.7 MB
  6%[==                                                ] 13.8/242.7 MB
  6%[==                                                ] 13.8/242.7 MB
  6%[==                                                ] 13.8/242.7 MB
  6%[==                                                ] 13.8/242.7 MB
  6%[==                                                ] 13.8/242.7 MB
  6%[==                                                ] 13.8/242.7 MB
  6%[==                                                ] 13.8/242.7 MB
  6%[==                                                ] 13.9/242.7 MB
  6%[==                                                ] 13.9/242.7 MB
  6%[==                                                ] 13.9/242.7 MB
  6%[==                                                ] 13.9/242.7 MB
  6%[==                                                ] 13.9/242.7 MB
  6%[==                                                ] 13.9/242.7 MB
  6%[==                                                ] 13.9/242.7 MB
  6%[==                                                ] 13.9/242.7 MB
  6%[==                                                ] 13.9/242.7 MB
  6%[==                                                ] 13.9/242.7 MB
  6%[==                                                ] 13.9/242.7 MB
  6%[==                                                ] 13.9/242.7 MB
  6%[==                                                ] 13.9/242.7 MB
  6%[==                                                ] 14.0/242.7 MB
  6%[==                                                ] 14.0/242.7 MB
  6%[==                                                ] 14.0/242.7 MB
  6%[==                                                ] 14.0/242.7 MB
  6%[==                                                ] 14.0/242.7 MB
  6%[==                                                ] 14.0/242.7 MB
  6%[==                                                ] 14.0/242.7 MB
  6%[==                                                ] 14.0/242.7 MB
  6%[==                                                ] 14.0/242.7 MB
  6%[==                                                ] 14.0/242.7 MB
  6%[==                                                ] 14.0/242.7 MB
  6%[==                                                ] 14.0/242.7 MB
  6%[==                                                ] 14.0/242.7 MB
  6%[==                                                ] 14.1/242.7 MB
  6%[==                                                ] 14.1/242.7 MB
  6%[==                                                ] 14.1/242.7 MB
  6%[==                                                ] 14.1/242.7 MB
  6%[==                                                ] 14.1/242.7 MB
  6%[==                                                ] 14.1/242.7 MB
  6%[==                                                ] 14.1/242.7 MB
  6%[==                                                ] 14.1/242.7 MB
  6%[==                                                ] 14.1/242.7 MB
  6%[==                                                ] 14.1/242.7 MB
  6%[==                                                ] 14.1/242.7 MB
  6%[==                                                ] 14.1/242.7 MB
  6%[==                                                ] 14.1/242.7 MB
  6%[==                                                ] 14.2/242.7 MB
  6%[==                                                ] 14.2/242.7 MB
  6%[==                                                ] 14.2/242.7 MB
  6%[==                                                ] 14.2/242.7 MB
  6%[==                                                ] 14.2/242.7 MB
  6%[==                                                ] 14.2/242.7 MB
  6%[==                                                ] 14.2/242.7 MB
  6%[==                                                ] 14.2/242.7 MB
  6%[==                                                ] 14.2/242.7 MB
  6%[==                                                ] 14.2/242.7 MB
  6%[==                                                ] 14.2/242.7 MB
  6%[==                                                ] 14.2/242.7 MB
  6%[==                                                ] 14.2/242.7 MB
  6%[==                                                ] 14.3/242.7 MB
  6%[==                                                ] 14.3/242.7 MB
  6%[==                                                ] 14.3/242.7 MB
  6%[==                                                ] 14.3/242.7 MB
  6%[==                                                ] 14.3/242.7 MB
  6%[==                                                ] 14.3/242.7 MB
  6%[==                                                ] 14.3/242.7 MB
  6%[==                                                ] 14.3/242.7 MB
  6%[==                                                ] 14.3/242.7 MB
  6%[==                                                ] 14.3/242.7 MB
  6%[==                                                ] 14.3/242.7 MB
  6%[==                                                ] 14.3/242.7 MB
  6%[==                                                ] 14.4/242.7 MB
  6%[==                                                ] 14.4/242.7 MB
  6%[==                                                ] 14.4/242.7 MB
  6%[==                                                ] 14.4/242.7 MB
  6%[==                                                ] 14.4/242.7 MB
  6%[==                                                ] 14.4/242.7 MB
  6%[==                                                ] 14.4/242.7 MB
  6%[==                                                ] 14.4/242.7 MB
  6%[==                                                ] 14.4/242.7 MB
  6%[==                                                ] 14.4/242.7 MB
  6%[==                                                ] 14.4/242.7 MB
  6%[==                                                ] 14.4/242.7 MB
  6%[==                                                ] 14.4/242.7 MB
  6%[==                                                ] 14.5/242.7 MB
  6%[==                                                ] 14.5/242.7 MB
  6%[==                                                ] 14.5/242.7 MB
  6%[==                                                ] 14.5/242.7 MB
  6%[==                                                ] 14.5/242.7 MB
  6%[==                                                ] 14.5/242.7 MB
  6%[==                                                ] 14.5/242.7 MB
  6%[==                                                ] 14.5/242.7 MB
  6%[==                                                ] 14.5/242.7 MB
  6%[==                                                ] 14.5/242.7 MB
  6%[==                                                ] 14.5/242.7 MB
  6%[==                                                ] 14.5/242.7 MB
  6%[==                                                ] 14.5/242.7 MB
  6%[==                                                ] 14.6/242.7 MB
  6%[===                                               ] 14.6/242.7 MB
  6%[===                                               ] 14.6/242.7 MB
  6%[===                                               ] 14.6/242.7 MB
  6%[===                                               ] 14.6/242.7 MB
  6%[===                                               ] 14.6/242.7 MB
  6%[===                                               ] 14.6/242.7 MB
  6%[===                                               ] 14.6/242.7 MB
  6%[===                                               ] 14.6/242.7 MB
  6%[===                                               ] 14.6/242.7 MB
  6%[===                                               ] 14.6/242.7 MB
  6%[===                                               ] 14.6/242.7 MB
  6%[===                                               ] 14.6/242.7 MB
  6%[===                                               ] 14.7/242.7 MB
  6%[===                                               ] 14.7/242.7 MB
  6%[===                                               ] 14.7/242.7 MB
  6%[===                                               ] 14.7/242.7 MB
  6%[===                                               ] 14.7/242.7 MB
  6%[===                                               ] 14.7/242.7 MB
  6%[===                                               ] 14.7/242.7 MB
  6%[===                                               ] 14.7/242.7 MB
  6%[===                                               ] 14.7/242.7 MB
  6%[===                                               ] 14.7/242.7 MB
  6%[===                                               ] 14.7/242.7 MB
  6%[===                                               ] 14.7/242.7 MB
  6%[===                                               ] 14.8/242.7 MB
  6%[===                                               ] 14.8/242.7 MB
  6%[===                                               ] 14.8/242.7 MB
  6%[===                                               ] 14.8/242.7 MB
  6%[===                                               ] 14.8/242.7 MB
  6%[===                                               ] 14.8/242.7 MB
  6%[===                                               ] 14.8/242.7 MB
  6%[===                                               ] 14.8/242.7 MB
  6%[===                                               ] 14.8/242.7 MB
  6%[===                                               ] 14.8/242.7 MB
  6%[===                                               ] 14.8/242.7 MB
  6%[===                                               ] 14.8/242.7 MB
  6%[===                                               ] 14.8/242.7 MB
  6%[===                                               ] 14.9/242.7 MB
  6%[===                                               ] 14.9/242.7 MB
  6%[===                                               ] 14.9/242.7 MB
  6%[===                                               ] 14.9/242.7 MB
  6%[===                                               ] 14.9/242.7 MB
  6%[===                                               ] 14.9/242.7 MB
  6%[===                                               ] 14.9/242.7 MB
  6%[===                                               ] 14.9/242.7 MB
  6%[===                                               ] 14.9/242.7 MB
  6%[===                                               ] 14.9/242.7 MB
  6%[===                                               ] 14.9/242.7 MB
  6%[===                                               ] 14.9/242.7 MB
  6%[===                                               ] 14.9/242.7 MB
  6%[===                                               ] 15.0/242.7 MB
  6%[===                                               ] 15.0/242.7 MB
  6%[===                                               ] 15.0/242.7 MB
  6%[===                                               ] 15.0/242.7 MB
  6%[===                                               ] 15.0/242.7 MB
  6%[===                                               ] 15.0/242.7 MB
  6%[===                                               ] 15.0/242.7 MB
  6%[===                                               ] 15.0/242.7 MB
  6%[===                                               ] 15.0/242.7 MB
  6%[===                                               ] 15.0/242.7 MB
  6%[===                                               ] 15.0/242.7 MB
  6%[===                                               ] 15.0/242.7 MB
  6%[===                                               ] 15.0/242.7 MB
  6%[===                                               ] 15.1/242.7 MB
  6%[===                                               ] 15.1/242.7 MB
  6%[===                                               ] 15.1/242.7 MB
  6%[===                                               ] 15.1/242.7 MB
  6%[===                                               ] 15.1/242.7 MB
  6%[===                                               ] 15.1/242.7 MB
  6%[===                                               ] 15.1/242.7 MB
  6%[===                                               ] 15.1/242.7 MB
  6%[===                                               ] 15.1/242.7 MB
  6%[===                                               ] 15.1/242.7 MB
  6%[===                                               ] 15.1/242.7 MB
  6%[===                                               ] 15.1/242.7 MB
  6%[===                                               ] 15.1/242.7 MB
  6%[===                                               ] 15.2/242.7 MB
  6%[===                                               ] 15.2/242.7 MB
  6%[===                                               ] 15.2/242.7 MB
  6%[===                                               ] 15.2/242.7 MB
  6%[===                                               ] 15.2/242.7 MB
  6%[===                                               ] 15.2/242.7 MB
  6%[===                                               ] 15.2/242.7 MB
  6%[===                                               ] 15.2/242.7 MB
  6%[===                                               ] 15.2/242.7 MB
  6%[===                                               ] 15.2/242.7 MB
  6%[===                                               ] 15.2/242.7 MB
  6%[===                                               ] 15.2/242.7 MB
  6%[===                                               ] 15.2/242.7 MB
  6%[===                                               ] 15.3/242.7 MB
  6%[===                                               ] 15.3/242.7 MB
  6%[===                                               ] 15.3/242.7 MB
  6%[===                                               ] 15.3/242.7 MB
  6%[===                                               ] 15.3/242.7 MB
  6%[===                                               ] 15.3/242.7 MB
  6%[===                                               ] 15.3/242.7 MB
  6%[===                                               ] 15.3/242.7 MB
  6%[===                                               ] 15.3/242.7 MB
  6%[===                                               ] 15.3/242.7 MB
  6%[===                                               ] 15.3/242.7 MB
  6%[===                                               ] 15.3/242.7 MB
  6%[===                                               ] 15.4/242.7 MB
  6%[===                                               ] 15.4/242.7 MB
  6%[===                                               ] 15.4/242.7 MB
  6%[===                                               ] 15.4/242.7 MB
  6%[===                                               ] 15.4/242.7 MB
  6%[===                                               ] 15.4/242.7 MB
  6%[===                                               ] 15.4/242.7 MB
  6%[===                                               ] 15.4/242.7 MB
  6%[===                                               ] 15.4/242.7 MB
  6%[===                                               ] 15.4/242.7 MB
  6%[===                                               ] 15.4/242.7 MB
  6%[===                                               ] 15.4/242.7 MB
  6%[===                                               ] 15.4/242.7 MB
  6%[===                                               ] 15.5/242.7 MB
  6%[===                                               ] 15.5/242.7 MB
  6%[===                                               ] 15.5/242.7 MB
  6%[===                                               ] 15.5/242.7 MB
  6%[===                                               ] 15.5/242.7 MB
  6%[===                                               ] 15.5/242.7 MB
  6%[===                                               ] 15.5/242.7 MB
  6%[===                                               ] 15.5/242.7 MB
  6%[===                                               ] 15.5/242.7 MB
  6%[===                                               ] 15.5/242.7 MB
  6%[===                                               ] 15.5/242.7 MB
  6%[===                                               ] 15.5/242.7 MB
  6%[===                                               ] 15.5/242.7 MB
  6%[===                                               ] 15.6/242.7 MB
  6%[===                                               ] 15.6/242.7 MB
  6%[===                                               ] 15.6/242.7 MB
  6%[===                                               ] 15.6/242.7 MB
  6%[===                                               ] 15.6/242.7 MB
  6%[===                                               ] 15.6/242.7 MB
  6%[===                                               ] 15.6/242.7 MB
  6%[===                                               ] 15.6/242.7 MB
  6%[===                                               ] 15.6/242.7 MB
  6%[===                                               ] 15.6/242.7 MB
  6%[===                                               ] 15.6/242.7 MB
  6%[===                                               ] 15.6/242.7 MB
  6%[===                                               ] 15.6/242.7 MB
  6%[===                                               ] 15.7/242.7 MB
  6%[===                                               ] 15.7/242.7 MB
  6%[===                                               ] 15.7/242.7 MB
  6%[===                                               ] 15.7/242.7 MB
  6%[===                                               ] 15.7/242.7 MB
  6%[===                                               ] 15.7/242.7 MB
  6%[===                                               ] 15.7/242.7 MB
  6%[===                                               ] 15.7/242.7 MB
  6%[===                                               ] 15.7/242.7 MB
  6%[===                                               ] 15.7/242.7 MB
  6%[===                                               ] 15.7/242.7 MB
  6%[===                                               ] 15.7/242.7 MB
  6%[===                                               ] 15.8/242.7 MB
  6%[===                                               ] 15.8/242.7 MB
  6%[===                                               ] 15.8/242.7 MB
  6%[===                                               ] 15.8/242.7 MB
  7%[===                                               ] 15.8/242.7 MB
  7%[===                                               ] 15.8/242.7 MB
  7%[===                                               ] 15.8/242.7 MB
  7%[===                                               ] 15.8/242.7 MB
  7%[===                                               ] 15.8/242.7 MB
  7%[===                                               ] 15.8/242.7 MB
  7%[===                                               ] 15.8/242.7 MB
  7%[===                                               ] 15.8/242.7 MB
  7%[===                                               ] 15.8/242.7 MB
  7%[===                                               ] 15.9/242.7 MB
  7%[===                                               ] 15.9/242.7 MB
  7%[===                                               ] 15.9/242.7 MB
  7%[===                                               ] 15.9/242.7 MB
  7%[===                                               ] 15.9/242.7 MB
  7%[===                                               ] 15.9/242.7 MB
  7%[===                                               ] 15.9/242.7 MB
  7%[===                                               ] 15.9/242.7 MB
  7%[===                                               ] 15.9/242.7 MB
  7%[===                                               ] 15.9/242.7 MB
  7%[===                                               ] 15.9/242.7 MB
  7%[===                                               ] 15.9/242.7 MB
  7%[===                                               ] 15.9/242.7 MB
  7%[===                                               ] 16.0/242.7 MB
  7%[===                                               ] 16.0/242.7 MB
  7%[===                                               ] 16.0/242.7 MB
  7%[===                                               ] 16.0/242.7 MB
  7%[===                                               ] 16.0/242.7 MB
  7%[===                                               ] 16.0/242.7 MB
  7%[===                                               ] 16.0/242.7 MB
  7%[===                                               ] 16.0/242.7 MB
  7%[===                                               ] 16.0/242.7 MB
  7%[===                                               ] 16.0/242.7 MB
  7%[===                                               ] 16.0/242.7 MB
  7%[===                                               ] 16.0/242.7 MB
  7%[===                                               ] 16.0/242.7 MB
  7%[===                                               ] 16.1/242.7 MB
  7%[===                                               ] 16.1/242.7 MB
  7%[===                                               ] 16.1/242.7 MB
  7%[===                                               ] 16.1/242.7 MB
  7%[===                                               ] 16.1/242.7 MB
  7%[===                                               ] 16.1/242.7 MB
  7%[===                                               ] 16.1/242.7 MB
  7%[===                                               ] 16.1/242.7 MB
  7%[===                                               ] 16.1/242.7 MB
  7%[===                                               ] 16.1/242.7 MB
  7%[===                                               ] 16.1/242.7 MB
  7%[===                                               ] 16.1/242.7 MB
  7%[===                                               ] 16.1/242.7 MB
  7%[===                                               ] 16.2/242.7 MB
  7%[===                                               ] 16.2/242.7 MB
  7%[===                                               ] 16.2/242.7 MB
  7%[===                                               ] 16.2/242.7 MB
  7%[===                                               ] 16.2/242.7 MB
  7%[===                                               ] 16.2/242.7 MB
  7%[===                                               ] 16.2/242.7 MB
  7%[===                                               ] 16.2/242.7 MB
  7%[===                                               ] 16.2/242.7 MB
  7%[===                                               ] 16.2/242.7 MB
  7%[===                                               ] 16.2/242.7 MB
  7%[===                                               ] 16.2/242.7 MB
  7%[===                                               ] 16.2/242.7 MB
  7%[===                                               ] 16.3/242.7 MB
  7%[===                                               ] 16.3/242.7 MB
  7%[===                                               ] 16.3/242.7 MB
  7%[===                                               ] 16.3/242.7 MB
  7%[===                                               ] 16.3/242.7 MB
  7%[===                                               ] 16.3/242.7 MB
  7%[===                                               ] 16.3/242.7 MB
  7%[===                                               ] 16.3/242.7 MB
  7%[===                                               ] 16.3/242.7 MB
  7%[===                                               ] 16.3/242.7 MB
  7%[===                                               ] 16.3/242.7 MB
  7%[===                                               ] 16.3/242.7 MB
  7%[===                                               ] 16.4/242.7 MB
  7%[===                                               ] 16.4/242.7 MB
  7%[===                                               ] 16.4/242.7 MB
  7%[===                                               ] 16.4/242.7 MB
  7%[===                                               ] 16.4/242.7 MB
  7%[===                                               ] 16.4/242.7 MB
  7%[===                                               ] 16.4/242.7 MB
  7%[===                                               ] 16.4/242.7 MB
  7%[===                                               ] 16.4/242.7 MB
  7%[===                                               ] 16.4/242.7 MB
  7%[===                                               ] 16.4/242.7 MB
  7%[===                                               ] 16.4/242.7 MB
  7%[===                                               ] 16.4/242.7 MB
  7%[===                                               ] 16.5/242.7 MB
  7%[===                                               ] 16.5/242.7 MB
  7%[===                                               ] 16.5/242.7 MB
  7%[===                                               ] 16.5/242.7 MB
  7%[===                                               ] 16.5/242.7 MB
  7%[===                                               ] 16.5/242.7 MB
  7%[===                                               ] 16.5/242.7 MB
  7%[===                                               ] 16.5/242.7 MB
  7%[===                                               ] 16.5/242.7 MB
  7%[===                                               ] 16.5/242.7 MB
  7%[===                                               ] 16.5/242.7 MB
  7%[===                                               ] 16.5/242.7 MB
  7%[===                                               ] 16.5/242.7 MB
  7%[===                                               ] 16.6/242.7 MB
  7%[===                                               ] 16.6/242.7 MB
  7%[===                                               ] 16.6/242.7 MB
  7%[===                                               ] 16.6/242.7 MB
  7%[===                                               ] 16.6/242.7 MB
  7%[===                                               ] 16.6/242.7 MB
  7%[===                                               ] 16.6/242.7 MB
  7%[===                                               ] 16.6/242.7 MB
  7%[===                                               ] 16.6/242.7 MB
  7%[===                                               ] 16.6/242.7 MB
  7%[===                                               ] 16.6/242.7 MB
  7%[===                                               ] 16.6/242.7 MB
  7%[===                                               ] 16.6/242.7 MB
  7%[===                                               ] 16.7/242.7 MB
  7%[===                                               ] 16.7/242.7 MB
  7%[===                                               ] 16.7/242.7 MB
  7%[===                                               ] 16.7/242.7 MB
  7%[===                                               ] 16.7/242.7 MB
  7%[===                                               ] 16.7/242.7 MB
  7%[===                                               ] 16.7/242.7 MB
  7%[===                                               ] 16.7/242.7 MB
  7%[===                                               ] 16.7/242.7 MB
  7%[===                                               ] 16.7/242.7 MB
  7%[===                                               ] 16.7/242.7 MB
  7%[===                                               ] 16.7/242.7 MB
  7%[===                                               ] 16.8/242.7 MB
  7%[===                                               ] 16.8/242.7 MB
  7%[===                                               ] 16.8/242.7 MB
  7%[===                                               ] 16.8/242.7 MB
  7%[===                                               ] 16.8/242.7 MB
  7%[===                                               ] 16.8/242.7 MB
  7%[===                                               ] 16.8/242.7 MB
  7%[===                                               ] 16.8/242.7 MB
  7%[===                                               ] 16.8/242.7 MB
  7%[===                                               ] 16.8/242.7 MB
  7%[===                                               ] 16.8/242.7 MB
  7%[===                                               ] 16.8/242.7 MB
  7%[===                                               ] 16.8/242.7 MB
  7%[===                                               ] 16.9/242.7 MB
  7%[===                                               ] 16.9/242.7 MB
  7%[===                                               ] 16.9/242.7 MB
  7%[===                                               ] 16.9/242.7 MB
  7%[===                                               ] 16.9/242.7 MB
  7%[===                                               ] 16.9/242.7 MB
  7%[===                                               ] 16.9/242.7 MB
  7%[===                                               ] 16.9/242.7 MB
  7%[===                                               ] 16.9/242.7 MB
  7%[===                                               ] 16.9/242.7 MB
  7%[===                                               ] 16.9/242.7 MB
  7%[===                                               ] 16.9/242.7 MB
  7%[===                                               ] 16.9/242.7 MB
  7%[===                                               ] 17.0/242.7 MB
  7%[===                                               ] 17.0/242.7 MB
  7%[===                                               ] 17.0/242.7 MB
  7%[===                                               ] 17.0/242.7 MB
  7%[===                                               ] 17.0/242.7 MB
  7%[===                                               ] 17.0/242.7 MB
  7%[===                                               ] 17.0/242.7 MB
  7%[===                                               ] 17.0/242.7 MB
  7%[===                                               ] 17.0/242.7 MB
  7%[===                                               ] 17.0/242.7 MB
  7%[===                                               ] 17.0/242.7 MB
  7%[===                                               ] 17.0/242.7 MB
  7%[===                                               ] 17.0/242.7 MB
  7%[===                                               ] 17.1/242.7 MB
  7%[===                                               ] 17.1/242.7 MB
  7%[===                                               ] 17.1/242.7 MB
  7%[===                                               ] 17.1/242.7 MB
  7%[===                                               ] 17.1/242.7 MB
  7%[===                                               ] 17.1/242.7 MB
  7%[===                                               ] 17.1/242.7 MB
  7%[===                                               ] 17.1/242.7 MB
  7%[===                                               ] 17.1/242.7 MB
  7%[===                                               ] 17.1/242.7 MB
  7%[===                                               ] 17.1/242.7 MB
  7%[===                                               ] 17.1/242.7 MB
  7%[===                                               ] 17.1/242.7 MB
  7%[===                                               ] 17.2/242.7 MB
  7%[===                                               ] 17.2/242.7 MB
  7%[===                                               ] 17.2/242.7 MB
  7%[===                                               ] 17.2/242.7 MB
  7%[===                                               ] 17.2/242.7 MB
  7%[===                                               ] 17.2/242.7 MB
  7%[===                                               ] 17.2/242.7 MB
  7%[===                                               ] 17.2/242.7 MB
  7%[===                                               ] 17.2/242.7 MB
  7%[===                                               ] 17.2/242.7 MB
  7%[===                                               ] 17.2/242.7 MB
  7%[===                                               ] 17.2/242.7 MB
  7%[===                                               ] 17.2/242.7 MB
  7%[===                                               ] 17.3/242.7 MB
  7%[===                                               ] 17.3/242.7 MB
  7%[===                                               ] 17.3/242.7 MB
  7%[===                                               ] 17.3/242.7 MB
  7%[===                                               ] 17.3/242.7 MB
  7%[===                                               ] 17.3/242.7 MB
  7%[===                                               ] 17.3/242.7 MB
  7%[===                                               ] 17.3/242.7 MB
  7%[===                                               ] 17.3/242.7 MB
  7%[===                                               ] 17.3/242.7 MB
  7%[===                                               ] 17.3/242.7 MB
  7%[===                                               ] 17.3/242.7 MB
  7%[===                                               ] 17.4/242.7 MB
  7%[===                                               ] 17.4/242.7 MB
  7%[===                                               ] 17.4/242.7 MB
  7%[===                                               ] 17.4/242.7 MB
  7%[===                                               ] 17.4/242.7 MB
  7%[===                                               ] 17.4/242.7 MB
  7%[===                                               ] 17.4/242.7 MB
  7%[===                                               ] 17.4/242.7 MB
  7%[===                                               ] 17.4/242.7 MB
  7%[===                                               ] 17.4/242.7 MB
  7%[===                                               ] 17.4/242.7 MB
  7%[===                                               ] 17.4/242.7 MB
  7%[===                                               ] 17.4/242.7 MB
  7%[===                                               ] 17.5/242.7 MB
  7%[===                                               ] 17.5/242.7 MB
  7%[===                                               ] 17.5/242.7 MB
  7%[===                                               ] 17.5/242.7 MB
  7%[===                                               ] 17.5/242.7 MB
  7%[===                                               ] 17.5/242.7 MB
  7%[===                                               ] 17.5/242.7 MB
  7%[===                                               ] 17.5/242.7 MB
  7%[===                                               ] 17.5/242.7 MB
  7%[===                                               ] 17.5/242.7 MB
  7%[===                                               ] 17.5/242.7 MB
  7%[===                                               ] 17.5/242.7 MB
  7%[===                                               ] 17.5/242.7 MB
  7%[===                                               ] 17.6/242.7 MB
  7%[===                                               ] 17.6/242.7 MB
  7%[===                                               ] 17.6/242.7 MB
  7%[===                                               ] 17.6/242.7 MB
  7%[===                                               ] 17.6/242.7 MB
  7%[===                                               ] 17.6/242.7 MB
  7%[===                                               ] 17.6/242.7 MB
  7%[===                                               ] 17.6/242.7 MB
  7%[===                                               ] 17.6/242.7 MB
  7%[===                                               ] 17.6/242.7 MB
  7%[===                                               ] 17.6/242.7 MB
  7%[===                                               ] 17.6/242.7 MB
  7%[===                                               ] 17.6/242.7 MB
  7%[===                                               ] 17.7/242.7 MB
  7%[===                                               ] 17.7/242.7 MB
  7%[===                                               ] 17.7/242.7 MB
  7%[===                                               ] 17.7/242.7 MB
  7%[===                                               ] 17.7/242.7 MB
  7%[===                                               ] 17.7/242.7 MB
  7%[===                                               ] 17.7/242.7 MB
  7%[===                                               ] 17.7/242.7 MB
  7%[===                                               ] 17.7/242.7 MB
  7%[===                                               ] 17.7/242.7 MB
  7%[===                                               ] 17.7/242.7 MB
  7%[===                                               ] 17.7/242.7 MB
  7%[===                                               ] 17.8/242.7 MB
  7%[===                                               ] 17.8/242.7 MB
  7%[===                                               ] 17.8/242.7 MB
  7%[===                                               ] 17.8/242.7 MB
  7%[===                                               ] 17.8/242.7 MB
  7%[===                                               ] 17.8/242.7 MB
  7%[===                                               ] 17.8/242.7 MB
  7%[===                                               ] 17.8/242.7 MB
  7%[===                                               ] 17.8/242.7 MB
  7%[===                                               ] 17.8/242.7 MB
  7%[===                                               ] 17.8/242.7 MB
  7%[===                                               ] 17.8/242.7 MB
  7%[===                                               ] 17.8/242.7 MB
  7%[===                                               ] 17.9/242.7 MB
  7%[===                                               ] 17.9/242.7 MB
  7%[===                                               ] 17.9/242.7 MB
  7%[===                                               ] 17.9/242.7 MB
  7%[===                                               ] 17.9/242.7 MB
  7%[===                                               ] 17.9/242.7 MB
  7%[===                                               ] 17.9/242.7 MB
  7%[===                                               ] 17.9/242.7 MB
  7%[===                                               ] 17.9/242.7 MB
  7%[===                                               ] 17.9/242.7 MB
  7%[===                                               ] 17.9/242.7 MB
  7%[===                                               ] 17.9/242.7 MB
  7%[===                                               ] 17.9/242.7 MB
  7%[===                                               ] 18.0/242.7 MB
  7%[===                                               ] 18.0/242.7 MB
  7%[===                                               ] 18.0/242.7 MB
  7%[===                                               ] 18.0/242.7 MB
  7%[===                                               ] 18.0/242.7 MB
  7%[===                                               ] 18.0/242.7 MB
  7%[===                                               ] 18.0/242.7 MB
  7%[===                                               ] 18.0/242.7 MB
  7%[===                                               ] 18.0/242.7 MB
  7%[===                                               ] 18.0/242.7 MB
  7%[===                                               ] 18.0/242.7 MB
  7%[===                                               ] 18.0/242.7 MB
  7%[===                                               ] 18.0/242.7 MB
  7%[===                                               ] 18.1/242.7 MB
  7%[===                                               ] 18.1/242.7 MB
  7%[===                                               ] 18.1/242.7 MB
  7%[===                                               ] 18.1/242.7 MB
  7%[===                                               ] 18.1/242.7 MB
  7%[===                                               ] 18.1/242.7 MB
  7%[===                                               ] 18.1/242.7 MB
  7%[===                                               ] 18.1/242.7 MB
  7%[===                                               ] 18.1/242.7 MB
  7%[===                                               ] 18.1/242.7 MB
  7%[===                                               ] 18.1/242.7 MB
  7%[===                                               ] 18.1/242.7 MB
  7%[===                                               ] 18.1/242.7 MB
  7%[===                                               ] 18.2/242.7 MB
  7%[===                                               ] 18.2/242.7 MB
  7%[===                                               ] 18.2/242.7 MB
  7%[===                                               ] 18.2/242.7 MB
  7%[===                                               ] 18.2/242.7 MB
  7%[===                                               ] 18.2/242.7 MB
  8%[===                                               ] 18.2/242.7 MB
  8%[===                                               ] 18.2/242.7 MB
  8%[===                                               ] 18.2/242.7 MB
  8%[===                                               ] 18.2/242.7 MB
  8%[===                                               ] 18.2/242.7 MB
  8%[===                                               ] 18.2/242.7 MB
  8%[===                                               ] 18.2/242.7 MB
  8%[===                                               ] 18.3/242.7 MB
  8%[===                                               ] 18.3/242.7 MB
  8%[===                                               ] 18.3/242.7 MB
  8%[===                                               ] 18.3/242.7 MB
  8%[===                                               ] 18.3/242.7 MB
  8%[===                                               ] 18.3/242.7 MB
  8%[===                                               ] 18.3/242.7 MB
  8%[===                                               ] 18.3/242.7 MB
  8%[===                                               ] 18.3/242.7 MB
  8%[===                                               ] 18.3/242.7 MB
  8%[===                                               ] 18.3/242.7 MB
  8%[===                                               ] 18.3/242.7 MB
  8%[===                                               ] 18.4/242.7 MB
  8%[===                                               ] 18.4/242.7 MB
  8%[===                                               ] 18.4/242.7 MB
  8%[===                                               ] 18.4/242.7 MB
  8%[===                                               ] 18.4/242.7 MB
  8%[===                                               ] 18.4/242.7 MB
  8%[===                                               ] 18.4/242.7 MB
  8%[===                                               ] 18.4/242.7 MB
  8%[===                                               ] 18.4/242.7 MB
  8%[===                                               ] 18.4/242.7 MB
  8%[===                                               ] 18.4/242.7 MB
  8%[===                                               ] 18.4/242.7 MB
  8%[===                                               ] 18.4/242.7 MB
  8%[===                                               ] 18.5/242.7 MB
  8%[===                                               ] 18.5/242.7 MB
  8%[===                                               ] 18.5/242.7 MB
  8%[===                                               ] 18.5/242.7 MB
  8%[===                                               ] 18.5/242.7 MB
  8%[===                                               ] 18.5/242.7 MB
  8%[===                                               ] 18.5/242.7 MB
  8%[===                                               ] 18.5/242.7 MB
  8%[===                                               ] 18.5/242.7 MB
  8%[===                                               ] 18.5/242.7 MB
  8%[===                                               ] 18.5/242.7 MB
  8%[===                                               ] 18.5/242.7 MB
  8%[===                                               ] 18.5/242.7 MB
  8%[===                                               ] 18.6/242.7 MB
  8%[===                                               ] 18.6/242.7 MB
  8%[===                                               ] 18.6/242.7 MB
  8%[===                                               ] 18.6/242.7 MB
  8%[===                                               ] 18.6/242.7 MB
  8%[===                                               ] 18.6/242.7 MB
  8%[===                                               ] 18.6/242.7 MB
  8%[===                                               ] 18.6/242.7 MB
  8%[===                                               ] 18.6/242.7 MB
  8%[===                                               ] 18.6/242.7 MB
  8%[===                                               ] 18.6/242.7 MB
  8%[===                                               ] 18.6/242.7 MB
  8%[===                                               ] 18.6/242.7 MB
  8%[===                                               ] 18.7/242.7 MB
  8%[===                                               ] 18.7/242.7 MB
  8%[===                                               ] 18.7/242.7 MB
  8%[===                                               ] 18.7/242.7 MB
  8%[===                                               ] 18.7/242.7 MB
  8%[===                                               ] 18.7/242.7 MB
  8%[===                                               ] 18.7/242.7 MB
  8%[===                                               ] 18.7/242.7 MB
  8%[===                                               ] 18.7/242.7 MB
  8%[===                                               ] 18.7/242.7 MB
  8%[===                                               ] 18.7/242.7 MB
  8%[===                                               ] 18.7/242.7 MB
  8%[===                                               ] 18.8/242.7 MB
  8%[===                                               ] 18.8/242.7 MB
  8%[===                                               ] 18.8/242.7 MB
  8%[===                                               ] 18.8/242.7 MB
  8%[===                                               ] 18.8/242.7 MB
  8%[===                                               ] 18.8/242.7 MB
  8%[===                                               ] 18.8/242.7 MB
  8%[===                                               ] 18.8/242.7 MB
  8%[===                                               ] 18.8/242.7 MB
  8%[===                                               ] 18.8/242.7 MB
  8%[===                                               ] 18.8/242.7 MB
  8%[===                                               ] 18.8/242.7 MB
  8%[===                                               ] 18.8/242.7 MB
  8%[===                                               ] 18.9/242.7 MB
  8%[===                                               ] 18.9/242.7 MB
  8%[===                                               ] 18.9/242.7 MB
  8%[===                                               ] 18.9/242.7 MB
  8%[===                                               ] 18.9/242.7 MB
  8%[===                                               ] 18.9/242.7 MB
  8%[===                                               ] 18.9/242.7 MB
  8%[===                                               ] 18.9/242.7 MB
  8%[===                                               ] 18.9/242.7 MB
  8%[===                                               ] 18.9/242.7 MB
  8%[===                                               ] 18.9/242.7 MB
  8%[===                                               ] 18.9/242.7 MB
  8%[===                                               ] 18.9/242.7 MB
  8%[===                                               ] 19.0/242.7 MB
  8%[===                                               ] 19.0/242.7 MB
  8%[===                                               ] 19.0/242.7 MB
  8%[===                                               ] 19.0/242.7 MB
  8%[===                                               ] 19.0/242.7 MB
  8%[===                                               ] 19.0/242.7 MB
  8%[===                                               ] 19.0/242.7 MB
  8%[===                                               ] 19.0/242.7 MB
  8%[===                                               ] 19.0/242.7 MB
  8%[===                                               ] 19.0/242.7 MB
  8%[===                                               ] 19.0/242.7 MB
  8%[===                                               ] 19.0/242.7 MB
  8%[===                                               ] 19.0/242.7 MB
  8%[===                                               ] 19.1/242.7 MB
  8%[===                                               ] 19.1/242.7 MB
  8%[===                                               ] 19.1/242.7 MB
  8%[===                                               ] 19.1/242.7 MB
  8%[===                                               ] 19.1/242.7 MB
  8%[===                                               ] 19.1/242.7 MB
  8%[===                                               ] 19.1/242.7 MB
  8%[===                                               ] 19.1/242.7 MB
  8%[===                                               ] 19.1/242.7 MB
  8%[===                                               ] 19.1/242.7 MB
  8%[===                                               ] 19.1/242.7 MB
  8%[===                                               ] 19.1/242.7 MB
  8%[===                                               ] 19.1/242.7 MB
  8%[===                                               ] 19.2/242.7 MB
  8%[===                                               ] 19.2/242.7 MB
  8%[===                                               ] 19.2/242.7 MB
  8%[===                                               ] 19.2/242.7 MB
  8%[===                                               ] 19.2/242.7 MB
  8%[===                                               ] 19.2/242.7 MB
  8%[===                                               ] 19.2/242.7 MB
  8%[===                                               ] 19.2/242.7 MB
  8%[===                                               ] 19.2/242.7 MB
  8%[===                                               ] 19.2/242.7 MB
  8%[===                                               ] 19.2/242.7 MB
  8%[===                                               ] 19.2/242.7 MB
  8%[===                                               ] 19.2/242.7 MB
  8%[===                                               ] 19.3/242.7 MB
  8%[===                                               ] 19.3/242.7 MB
  8%[===                                               ] 19.3/242.7 MB
  8%[===                                               ] 19.3/242.7 MB
  8%[===                                               ] 19.3/242.7 MB
  8%[===                                               ] 19.3/242.7 MB
  8%[===                                               ] 19.3/242.7 MB
  8%[===                                               ] 19.3/242.7 MB
  8%[===                                               ] 19.3/242.7 MB
  8%[===                                               ] 19.3/242.7 MB
  8%[===                                               ] 19.3/242.7 MB
  8%[===                                               ] 19.3/242.7 MB
  8%[===                                               ] 19.4/242.7 MB
  8%[===                                               ] 19.4/242.7 MB
  8%[===                                               ] 19.4/242.7 MB
  8%[===                                               ] 19.4/242.7 MB
  8%[===                                               ] 19.4/242.7 MB
  8%[===                                               ] 19.4/242.7 MB
  8%[===                                               ] 19.4/242.7 MB
  8%[===                                               ] 19.4/242.7 MB
  8%[===                                               ] 19.4/242.7 MB
  8%[====                                              ] 19.4/242.7 MB
  8%[====                                              ] 19.4/242.7 MB
  8%[====                                              ] 19.4/242.7 MB
  8%[====                                              ] 19.4/242.7 MB
  8%[====                                              ] 19.5/242.7 MB
  8%[====                                              ] 19.5/242.7 MB
  8%[====                                              ] 19.5/242.7 MB
  8%[====                                              ] 19.5/242.7 MB
  8%[====                                              ] 19.5/242.7 MB
  8%[====                                              ] 19.5/242.7 MB
  8%[====                                              ] 19.5/242.7 MB
  8%[====                                              ] 19.5/242.7 MB
  8%[====                                              ] 19.5/242.7 MB
  8%[====                                              ] 19.5/242.7 MB
  8%[====                                              ] 19.5/242.7 MB
  8%[====                                              ] 19.5/242.7 MB
  8%[====                                              ] 19.5/242.7 MB
  8%[====                                              ] 19.6/242.7 MB
  8%[====                                              ] 19.6/242.7 MB
  8%[====                                              ] 19.6/242.7 MB
  8%[====                                              ] 19.6/242.7 MB
  8%[====                                              ] 19.6/242.7 MB
  8%[====                                              ] 19.6/242.7 MB
  8%[====                                              ] 19.6/242.7 MB
  8%[====                                              ] 19.6/242.7 MB
  8%[====                                              ] 19.6/242.7 MB
  8%[====                                              ] 19.6/242.7 MB
  8%[====                                              ] 19.6/242.7 MB
  8%[====                                              ] 19.6/242.7 MB
  8%[====                                              ] 19.6/242.7 MB
  8%[====                                              ] 19.7/242.7 MB
  8%[====                                              ] 19.7/242.7 MB
  8%[====                                              ] 19.7/242.7 MB
  8%[====                                              ] 19.7/242.7 MB
  8%[====                                              ] 19.7/242.7 MB
  8%[====                                              ] 19.7/242.7 MB
  8%[====                                              ] 19.7/242.7 MB
  8%[====                                              ] 19.7/242.7 MB
  8%[====                                              ] 19.7/242.7 MB
  8%[====                                              ] 19.7/242.7 MB
  8%[====                                              ] 19.7/242.7 MB
  8%[====                                              ] 19.7/242.7 MB
  8%[====                                              ] 19.8/242.7 MB
  8%[====                                              ] 19.8/242.7 MB
  8%[====                                              ] 19.8/242.7 MB
  8%[====                                              ] 19.8/242.7 MB
  8%[====                                              ] 19.8/242.7 MB
  8%[====                                              ] 19.8/242.7 MB
  8%[====                                              ] 19.8/242.7 MB
  8%[====                                              ] 19.8/242.7 MB
  8%[====                                              ] 19.8/242.7 MB
  8%[====                                              ] 19.8/242.7 MB
  8%[====                                              ] 19.8/242.7 MB
  8%[====                                              ] 19.8/242.7 MB
  8%[====                                              ] 19.8/242.7 MB
  8%[====                                              ] 19.9/242.7 MB
  8%[====                                              ] 19.9/242.7 MB
  8%[====                                              ] 19.9/242.7 MB
  8%[====                                              ] 19.9/242.7 MB
  8%[====                                              ] 19.9/242.7 MB
  8%[====                                              ] 19.9/242.7 MB
  8%[====                                              ] 19.9/242.7 MB
  8%[====                                              ] 19.9/242.7 MB
  8%[====                                              ] 19.9/242.7 MB
  8%[====                                              ] 19.9/242.7 MB
  8%[====                                              ] 19.9/242.7 MB
  8%[====                                              ] 19.9/242.7 MB
  8%[====                                              ] 19.9/242.7 MB
  8%[====                                              ] 20.0/242.7 MB
  8%[====                                              ] 20.0/242.7 MB
  8%[====                                              ] 20.0/242.7 MB
  8%[====                                              ] 20.0/242.7 MB
  8%[====                                              ] 20.0/242.7 MB
  8%[====                                              ] 20.0/242.7 MB
  8%[====                                              ] 20.0/242.7 MB
  8%[====                                              ] 20.0/242.7 MB
  8%[====                                              ] 20.0/242.7 MB
  8%[====                                              ] 20.0/242.7 MB
  8%[====                                              ] 20.0/242.7 MB
  8%[====                                              ] 20.0/242.7 MB
  8%[====                                              ] 20.0/242.7 MB
  8%[====                                              ] 20.1/242.7 MB
  8%[====                                              ] 20.1/242.7 MB
  8%[====                                              ] 20.1/242.7 MB
  8%[====                                              ] 20.1/242.7 MB
  8%[====                                              ] 20.1/242.7 MB
  8%[====                                              ] 20.1/242.7 MB
  8%[====                                              ] 20.1/242.7 MB
  8%[====                                              ] 20.1/242.7 MB
  8%[====                                              ] 20.1/242.7 MB
  8%[====                                              ] 20.1/242.7 MB
  8%[====                                              ] 20.1/242.7 MB
  8%[====                                              ] 20.1/242.7 MB
  8%[====                                              ] 20.1/242.7 MB
  8%[====                                              ] 20.2/242.7 MB
  8%[====                                              ] 20.2/242.7 MB
  8%[====                                              ] 20.2/242.7 MB
  8%[====                                              ] 20.2/242.7 MB
  8%[====                                              ] 20.2/242.7 MB
  8%[====                                              ] 20.2/242.7 MB
  8%[====                                              ] 20.2/242.7 MB
  8%[====                                              ] 20.2/242.7 MB
  8%[====                                              ] 20.2/242.7 MB
  8%[====                                              ] 20.2/242.7 MB
  8%[====                                              ] 20.2/242.7 MB
  8%[====                                              ] 20.2/242.7 MB
  8%[====                                              ] 20.2/242.7 MB
  8%[====                                              ] 20.3/242.7 MB
  8%[====                                              ] 20.3/242.7 MB
  8%[====                                              ] 20.3/242.7 MB
  8%[====                                              ] 20.3/242.7 MB
  8%[====                                              ] 20.3/242.7 MB
  8%[====                                              ] 20.3/242.7 MB
  8%[====                                              ] 20.3/242.7 MB
  8%[====                                              ] 20.3/242.7 MB
  8%[====                                              ] 20.3/242.7 MB
  8%[====                                              ] 20.3/242.7 MB
  8%[====                                              ] 20.3/242.7 MB
  8%[====                                              ] 20.3/242.7 MB
  8%[====                                              ] 20.4/242.7 MB
  8%[====                                              ] 20.4/242.7 MB
  8%[====                                              ] 20.4/242.7 MB
  8%[====                                              ] 20.4/242.7 MB
  8%[====                                              ] 20.4/242.7 MB
  8%[====                                              ] 20.4/242.7 MB
  8%[====                                              ] 20.4/242.7 MB
  8%[====                                              ] 20.4/242.7 MB
  8%[====                                              ] 20.4/242.7 MB
  8%[====                                              ] 20.4/242.7 MB
  8%[====                                              ] 20.4/242.7 MB
  8%[====                                              ] 20.4/242.7 MB
  8%[====                                              ] 20.4/242.7 MB
  8%[====                                              ] 20.5/242.7 MB
  8%[====                                              ] 20.5/242.7 MB
  8%[====                                              ] 20.5/242.7 MB
  8%[====                                              ] 20.5/242.7 MB
  8%[====                                              ] 20.5/242.7 MB
  8%[====                                              ] 20.5/242.7 MB
  8%[====                                              ] 20.5/242.7 MB
  8%[====                                              ] 20.5/242.7 MB
  8%[====                                              ] 20.5/242.7 MB
  8%[====                                              ] 20.5/242.7 MB
  8%[====                                              ] 20.5/242.7 MB
  8%[====                                              ] 20.5/242.7 MB
  8%[====                                              ] 20.5/242.7 MB
  8%[====                                              ] 20.6/242.7 MB
  8%[====                                              ] 20.6/242.7 MB
  8%[====                                              ] 20.6/242.7 MB
  8%[====                                              ] 20.6/242.7 MB
  8%[====                                              ] 20.6/242.7 MB
  8%[====                                              ] 20.6/242.7 MB
  8%[====                                              ] 20.6/242.7 MB
  8%[====                                              ] 20.6/242.7 MB
  8%[====                                              ] 20.6/242.7 MB
  8%[====                                              ] 20.6/242.7 MB
  9%[====                                              ] 20.6/242.7 MB
  9%[====                                              ] 20.6/242.7 MB
  9%[====                                              ] 20.6/242.7 MB
  9%[====                                              ] 20.7/242.7 MB
  9%[====                                              ] 20.7/242.7 MB
  9%[====                                              ] 20.7/242.7 MB
  9%[====                                              ] 20.7/242.7 MB
  9%[====                                              ] 20.7/242.7 MB
  9%[====                                              ] 20.7/242.7 MB
  9%[====                                              ] 20.7/242.7 MB
  9%[====                                              ] 20.7/242.7 MB
  9%[====                                              ] 20.7/242.7 MB
  9%[====                                              ] 20.7/242.7 MB
  9%[====                                              ] 20.7/242.7 MB
  9%[====                                              ] 20.7/242.7 MB
  9%[====                                              ] 20.8/242.7 MB
  9%[====                                              ] 20.8/242.7 MB
  9%[====                                              ] 20.8/242.7 MB
  9%[====                                              ] 20.8/242.7 MB
  9%[====                                              ] 20.8/242.7 MB
  9%[====                                              ] 20.8/242.7 MB
  9%[====                                              ] 20.8/242.7 MB
  9%[====                                              ] 20.8/242.7 MB
  9%[====                                              ] 20.8/242.7 MB
  9%[====                                              ] 20.8/242.7 MB
  9%[====                                              ] 20.8/242.7 MB
  9%[====                                              ] 20.8/242.7 MB
  9%[====                                              ] 20.8/242.7 MB
  9%[====                                              ] 20.9/242.7 MB
  9%[====                                              ] 20.9/242.7 MB
  9%[====                                              ] 20.9/242.7 MB
  9%[====                                              ] 20.9/242.7 MB
  9%[====                                              ] 20.9/242.7 MB
  9%[====                                              ] 20.9/242.7 MB
  9%[====                                              ] 20.9/242.7 MB
  9%[====                                              ] 20.9/242.7 MB
  9%[====                                              ] 20.9/242.7 MB
  9%[====                                              ] 20.9/242.7 MB
  9%[====                                              ] 20.9/242.7 MB
  9%[====                                              ] 20.9/242.7 MB
  9%[====                                              ] 20.9/242.7 MB
  9%[====                                              ] 21.0/242.7 MB
  9%[====                                              ] 21.0/242.7 MB
  9%[====                                              ] 21.0/242.7 MB
  9%[====                                              ] 21.0/242.7 MB
  9%[====                                              ] 21.0/242.7 MB
  9%[====                                              ] 21.0/242.7 MB
  9%[====                                              ] 21.0/242.7 MB
  9%[====                                              ] 21.0/242.7 MB
  9%[====                                              ] 21.0/242.7 MB
  9%[====                                              ] 21.0/242.7 MB
  9%[====                                              ] 21.0/242.7 MB
  9%[====                                              ] 21.0/242.7 MB
  9%[====                                              ] 21.0/242.7 MB
  9%[====                                              ] 21.1/242.7 MB
  9%[====                                              ] 21.1/242.7 MB
  9%[====                                              ] 21.1/242.7 MB
  9%[====                                              ] 21.1/242.7 MB
  9%[====                                              ] 21.1/242.7 MB
  9%[====                                              ] 21.1/242.7 MB
  9%[====                                              ] 21.1/242.7 MB
  9%[====                                              ] 21.1/242.7 MB
  9%[====                                              ] 21.1/242.7 MB
  9%[====                                              ] 21.1/242.7 MB
  9%[====                                              ] 21.1/242.7 MB
  9%[====                                              ] 21.1/242.7 MB
  9%[====                                              ] 21.1/242.7 MB
  9%[====                                              ] 21.2/242.7 MB
  9%[====                                              ] 21.2/242.7 MB
  9%[====                                              ] 21.2/242.7 MB
  9%[====                                              ] 21.2/242.7 MB
  9%[====                                              ] 21.2/242.7 MB
  9%[====                                              ] 21.2/242.7 MB
  9%[====                                              ] 21.2/242.7 MB
  9%[====                                              ] 21.2/242.7 MB
  9%[====                                              ] 21.2/242.7 MB
  9%[====                                              ] 21.2/242.7 MB
  9%[====                                              ] 21.2/242.7 MB
  9%[====                                              ] 21.2/242.7 MB
  9%[====                                              ] 21.2/242.7 MB
  9%[====                                              ] 21.3/242.7 MB
  9%[====                                              ] 21.3/242.7 MB
  9%[====                                              ] 21.3/242.7 MB
  9%[====                                              ] 21.3/242.7 MB
  9%[====                                              ] 21.3/242.7 MB
  9%[====                                              ] 21.3/242.7 MB
  9%[====                                              ] 21.3/242.7 MB
  9%[====                                              ] 21.3/242.7 MB
  9%[====                                              ] 21.3/242.7 MB
  9%[====                                              ] 21.3/242.7 MB
  9%[====                                              ] 21.3/242.7 MB
  9%[====                                              ] 21.3/242.7 MB
  9%[====                                              ] 21.4/242.7 MB
  9%[====                                              ] 21.4/242.7 MB
  9%[====                                              ] 21.4/242.7 MB
  9%[====                                              ] 21.4/242.7 MB
  9%[====                                              ] 21.4/242.7 MB
  9%[====                                              ] 21.4/242.7 MB
  9%[====                                              ] 21.4/242.7 MB
  9%[====                                              ] 21.4/242.7 MB
  9%[====                                              ] 21.4/242.7 MB
  9%[====                                              ] 21.4/242.7 MB
  9%[====                                              ] 21.4/242.7 MB
  9%[====                                              ] 21.4/242.7 MB
  9%[====                                              ] 21.4/242.7 MB
  9%[====                                              ] 21.5/242.7 MB
  9%[====                                              ] 21.5/242.7 MB
  9%[====                                              ] 21.5/242.7 MB
  9%[====                                              ] 21.5/242.7 MB
  9%[====                                              ] 21.5/242.7 MB
  9%[====                                              ] 21.5/242.7 MB
  9%[====                                              ] 21.5/242.7 MB
  9%[====                                              ] 21.5/242.7 MB
  9%[====                                              ] 21.5/242.7 MB
  9%[====                                              ] 21.5/242.7 MB
  9%[====                                              ] 21.5/242.7 MB
  9%[====                                              ] 21.5/242.7 MB
  9%[====                                              ] 21.5/242.7 MB
  9%[====                                              ] 21.6/242.7 MB
  9%[====                                              ] 21.6/242.7 MB
  9%[====                                              ] 21.6/242.7 MB
  9%[====                                              ] 21.6/242.7 MB
  9%[====                                              ] 21.6/242.7 MB
  9%[====                                              ] 21.6/242.7 MB
  9%[====                                              ] 21.6/242.7 MB
  9%[====                                              ] 21.6/242.7 MB
  9%[====                                              ] 21.6/242.7 MB
  9%[====                                              ] 21.6/242.7 MB
  9%[====                                              ] 21.6/242.7 MB
  9%[====                                              ] 21.6/242.7 MB
  9%[====                                              ] 21.6/242.7 MB
  9%[====                                              ] 21.7/242.7 MB
  9%[====                                              ] 21.7/242.7 MB
  9%[====                                              ] 21.7/242.7 MB
  9%[====                                              ] 21.7/242.7 MB
  9%[====                                              ] 21.7/242.7 MB
  9%[====                                              ] 21.7/242.7 MB
  9%[====                                              ] 21.7/242.7 MB
  9%[====                                              ] 21.7/242.7 MB
  9%[====                                              ] 21.7/242.7 MB
  9%[====                                              ] 21.7/242.7 MB
  9%[====                                              ] 21.7/242.7 MB
  9%[====                                              ] 21.7/242.7 MB
  9%[====                                              ] 21.8/242.7 MB
  9%[====                                              ] 21.8/242.7 MB
  9%[====                                              ] 21.8/242.7 MB
  9%[====                                              ] 21.8/242.7 MB
  9%[====                                              ] 21.8/242.7 MB
  9%[====                                              ] 21.8/242.7 MB
  9%[====                                              ] 21.8/242.7 MB
  9%[====                                              ] 21.8/242.7 MB
  9%[====                                              ] 21.8/242.7 MB
  9%[====                                              ] 21.8/242.7 MB
  9%[====                                              ] 21.8/242.7 MB
  9%[====                                              ] 21.8/242.7 MB
  9%[====                                              ] 21.8/242.7 MB
  9%[====                                              ] 21.9/242.7 MB
  9%[====                                              ] 21.9/242.7 MB
  9%[====                                              ] 21.9/242.7 MB
  9%[====                                              ] 21.9/242.7 MB
  9%[====                                              ] 21.9/242.7 MB
  9%[====                                              ] 21.9/242.7 MB
  9%[====                                              ] 21.9/242.7 MB
  9%[====                                              ] 21.9/242.7 MB
  9%[====                                              ] 21.9/242.7 MB
  9%[====                                              ] 21.9/242.7 MB
  9%[====                                              ] 21.9/242.7 MB
  9%[====                                              ] 21.9/242.7 MB
  9%[====                                              ] 21.9/242.7 MB
  9%[====                                              ] 22.0/242.7 MB
  9%[====                                              ] 22.0/242.7 MB
  9%[====                                              ] 22.0/242.7 MB
  9%[====                                              ] 22.0/242.7 MB
  9%[====                                              ] 22.0/242.7 MB
  9%[====                                              ] 22.0/242.7 MB
  9%[====                                              ] 22.0/242.7 MB
  9%[====                                              ] 22.0/242.7 MB
  9%[====                                              ] 22.0/242.7 MB
  9%[====                                              ] 22.0/242.7 MB
  9%[====                                              ] 22.0/242.7 MB
  9%[====                                              ] 22.0/242.7 MB
  9%[====                                              ] 22.0/242.7 MB
  9%[====                                              ] 22.1/242.7 MB
  9%[====                                              ] 22.1/242.7 MB
  9%[====                                              ] 22.1/242.7 MB
  9%[====                                              ] 22.1/242.7 MB
  9%[====                                              ] 22.1/242.7 MB
  9%[====                                              ] 22.1/242.7 MB
  9%[====                                              ] 22.1/242.7 MB
  9%[====                                              ] 22.1/242.7 MB
  9%[====                                              ] 22.1/242.7 MB
  9%[====                                              ] 22.1/242.7 MB
  9%[====                                              ] 22.1/242.7 MB
  9%[====                                              ] 22.1/242.7 MB
  9%[====                                              ] 22.1/242.7 MB
  9%[====                                              ] 22.2/242.7 MB
  9%[====                                              ] 22.2/242.7 MB
  9%[====                                              ] 22.2/242.7 MB
  9%[====                                              ] 22.2/242.7 MB
  9%[====                                              ] 22.2/242.7 MB
  9%[====                                              ] 22.2/242.7 MB
  9%[====                                              ] 22.2/242.7 MB
  9%[====                                              ] 22.2/242.7 MB
  9%[====                                              ] 22.2/242.7 MB
  9%[====                                              ] 22.2/242.7 MB
  9%[====                                              ] 22.2/242.7 MB
  9%[====                                              ] 22.2/242.7 MB
  9%[====                                              ] 22.2/242.7 MB
  9%[====                                              ] 22.3/242.7 MB
  9%[====                                              ] 22.3/242.7 MB
  9%[====                                              ] 22.3/242.7 MB
  9%[====                                              ] 22.3/242.7 MB
  9%[====                                              ] 22.3/242.7 MB
  9%[====                                              ] 22.3/242.7 MB
  9%[====                                              ] 22.3/242.7 MB
  9%[====                                              ] 22.3/242.7 MB
  9%[====                                              ] 22.3/242.7 MB
  9%[====                                              ] 22.3/242.7 MB
  9%[====                                              ] 22.3/242.7 MB
  9%[====                                              ] 22.3/242.7 MB
  9%[====                                              ] 22.4/242.7 MB
  9%[====                                              ] 22.4/242.7 MB
  9%[====                                              ] 22.4/242.7 MB
  9%[====                                              ] 22.4/242.7 MB
  9%[====                                              ] 22.4/242.7 MB
  9%[====                                              ] 22.4/242.7 MB
  9%[====                                              ] 22.4/242.7 MB
  9%[====                                              ] 22.4/242.7 MB
  9%[====                                              ] 22.4/242.7 MB
  9%[====                                              ] 22.4/242.7 MB
  9%[====                                              ] 22.4/242.7 MB
  9%[====                                              ] 22.4/242.7 MB
  9%[====                                              ] 22.4/242.7 MB
  9%[====                                              ] 22.5/242.7 MB
  9%[====                                              ] 22.5/242.7 MB
  9%[====                                              ] 22.5/242.7 MB
  9%[====                                              ] 22.5/242.7 MB
  9%[====                                              ] 22.5/242.7 MB
  9%[====                                              ] 22.5/242.7 MB
  9%[====                                              ] 22.5/242.7 MB
  9%[====                                              ] 22.5/242.7 MB
  9%[====                                              ] 22.5/242.7 MB
  9%[====                                              ] 22.5/242.7 MB
  9%[====                                              ] 22.5/242.7 MB
  9%[====                                              ] 22.5/242.7 MB
  9%[====                                              ] 22.5/242.7 MB
  9%[====                                              ] 22.6/242.7 MB
  9%[====                                              ] 22.6/242.7 MB
  9%[====                                              ] 22.6/242.7 MB
  9%[====                                              ] 22.6/242.7 MB
  9%[====                                              ] 22.6/242.7 MB
  9%[====                                              ] 22.6/242.7 MB
  9%[====                                              ] 22.6/242.7 MB
  9%[====                                              ] 22.6/242.7 MB
  9%[====                                              ] 22.6/242.7 MB
  9%[====                                              ] 22.6/242.7 MB
  9%[====                                              ] 22.6/242.7 MB
  9%[====                                              ] 22.6/242.7 MB
  9%[====                                              ] 22.6/242.7 MB
  9%[====                                              ] 22.7/242.7 MB
  9%[====                                              ] 22.7/242.7 MB
  9%[====                                              ] 22.7/242.7 MB
  9%[====                                              ] 22.7/242.7 MB
  9%[====                                              ] 22.7/242.7 MB
  9%[====                                              ] 22.7/242.7 MB
  9%[====                                              ] 22.7/242.7 MB
  9%[====                                              ] 22.7/242.7 MB
  9%[====                                              ] 22.7/242.7 MB
  9%[====                                              ] 22.7/242.7 MB
  9%[====                                              ] 22.7/242.7 MB
  9%[====                                              ] 22.7/242.7 MB
  9%[====                                              ] 22.8/242.7 MB
  9%[====                                              ] 22.8/242.7 MB
  9%[====                                              ] 22.8/242.7 MB
  9%[====                                              ] 22.8/242.7 MB
  9%[====                                              ] 22.8/242.7 MB
  9%[====                                              ] 22.8/242.7 MB
  9%[====                                              ] 22.8/242.7 MB
  9%[====                                              ] 22.8/242.7 MB
  9%[====                                              ] 22.8/242.7 MB
  9%[====                                              ] 22.8/242.7 MB
  9%[====                                              ] 22.8/242.7 MB
  9%[====                                              ] 22.8/242.7 MB
  9%[====                                              ] 22.8/242.7 MB
  9%[====                                              ] 22.9/242.7 MB
  9%[====                                              ] 22.9/242.7 MB
  9%[====                                              ] 22.9/242.7 MB
  9%[====                                              ] 22.9/242.7 MB
  9%[====                                              ] 22.9/242.7 MB
  9%[====                                              ] 22.9/242.7 MB
  9%[====                                              ] 22.9/242.7 MB
  9%[====                                              ] 22.9/242.7 MB
  9%[====                                              ] 22.9/242.7 MB
  9%[====                                              ] 22.9/242.7 MB
  9%[====                                              ] 22.9/242.7 MB
  9%[====                                              ] 22.9/242.7 MB
  9%[====                                              ] 22.9/242.7 MB
  9%[====                                              ] 23.0/242.7 MB
  9%[====                                              ] 23.0/242.7 MB
  9%[====                                              ] 23.0/242.7 MB
  9%[====                                              ] 23.0/242.7 MB
  9%[====                                              ] 23.0/242.7 MB
  9%[====                                              ] 23.0/242.7 MB
  9%[====                                              ] 23.0/242.7 MB
  9%[====                                              ] 23.0/242.7 MB
  9%[====                                              ] 23.0/242.7 MB
  9%[====                                              ] 23.0/242.7 MB
  9%[====                                              ] 23.0/242.7 MB
  9%[====                                              ] 23.0/242.7 MB
  9%[====                                              ] 23.0/242.7 MB
 10%[====                                              ] 23.1/242.7 MB
 10%[====                                              ] 23.1/242.7 MB
 10%[====                                              ] 23.1/242.7 MB
 10%[====                                              ] 23.1/242.7 MB
 10%[====                                              ] 23.1/242.7 MB
 10%[====                                              ] 23.1/242.7 MB
 10%[====                                              ] 23.1/242.7 MB
 10%[====                                              ] 23.1/242.7 MB
 10%[====                                              ] 23.1/242.7 MB
 10%[====                                              ] 23.1/242.7 MB
 10%[====                                              ] 23.1/242.7 MB
 10%[====                                              ] 23.1/242.7 MB
 10%[====                                              ] 23.1/242.7 MB
 10%[====                                              ] 23.2/242.7 MB
 10%[====                                              ] 23.2/242.7 MB
 10%[====                                              ] 23.2/242.7 MB
 10%[====                                              ] 23.2/242.7 MB
 10%[====                                              ] 23.2/242.7 MB
 10%[====                                              ] 23.2/242.7 MB
 10%[====                                              ] 23.2/242.7 MB
 10%[====                                              ] 23.2/242.7 MB
 10%[====                                              ] 23.2/242.7 MB
 10%[====                                              ] 23.2/242.7 MB
 10%[====                                              ] 23.2/242.7 MB
 10%[====                                              ] 23.2/242.7 MB
 10%[====                                              ] 23.2/242.7 MB
 10%[====                                              ] 23.3/242.7 MB
 10%[====                                              ] 23.3/242.7 MB
 10%[====                                              ] 23.3/242.7 MB
 10%[====                                              ] 23.3/242.7 MB
 10%[====                                              ] 23.3/242.7 MB
 10%[====                                              ] 23.3/242.7 MB
 10%[====                                              ] 23.3/242.7 MB
 10%[====                                              ] 23.3/242.7 MB
 10%[====                                              ] 23.3/242.7 MB
 10%[====                                              ] 23.3/242.7 MB
 10%[====                                              ] 23.3/242.7 MB
 10%[====                                              ] 23.3/242.7 MB
 10%[====                                              ] 23.4/242.7 MB
 10%[====                                              ] 23.4/242.7 MB
 10%[====                                              ] 23.4/242.7 MB
 10%[====                                              ] 23.4/242.7 MB
 10%[====                                              ] 23.4/242.7 MB
 10%[====                                              ] 23.4/242.7 MB
 10%[====                                              ] 23.4/242.7 MB
 10%[====                                              ] 23.4/242.7 MB
 10%[====                                              ] 23.4/242.7 MB
 10%[====                                              ] 23.4/242.7 MB
 10%[====                                              ] 23.4/242.7 MB
 10%[====                                              ] 23.4/242.7 MB
 10%[====                                              ] 23.4/242.7 MB
 10%[====                                              ] 23.5/242.7 MB
 10%[====                                              ] 23.5/242.7 MB
 10%[====                                              ] 23.5/242.7 MB
 10%[====                                              ] 23.5/242.7 MB
 10%[====                                              ] 23.5/242.7 MB
 10%[====                                              ] 23.5/242.7 MB
 10%[====                                              ] 23.5/242.7 MB
 10%[====                                              ] 23.5/242.7 MB
 10%[====                                              ] 23.5/242.7 MB
 10%[====                                              ] 23.5/242.7 MB
 10%[====                                              ] 23.5/242.7 MB
 10%[====                                              ] 23.5/242.7 MB
 10%[====                                              ] 23.5/242.7 MB
 10%[====                                              ] 23.6/242.7 MB
 10%[====                                              ] 23.6/242.7 MB
 10%[====                                              ] 23.6/242.7 MB
 10%[====                                              ] 23.6/242.7 MB
 10%[====                                              ] 23.6/242.7 MB
 10%[====                                              ] 23.6/242.7 MB
 10%[====                                              ] 23.6/242.7 MB
 10%[====                                              ] 23.6/242.7 MB
 10%[====                                              ] 23.6/242.7 MB
 10%[====                                              ] 23.6/242.7 MB
 10%[====                                              ] 23.6/242.7 MB
 10%[====                                              ] 23.6/242.7 MB
 10%[====                                              ] 23.6/242.7 MB
 10%[====                                              ] 23.7/242.7 MB
 10%[====                                              ] 23.7/242.7 MB
 10%[====                                              ] 23.7/242.7 MB
 10%[====                                              ] 23.7/242.7 MB
 10%[====                                              ] 23.7/242.7 MB
 10%[====                                              ] 23.7/242.7 MB
 10%[====                                              ] 23.7/242.7 MB
 10%[====                                              ] 23.7/242.7 MB
 10%[====                                              ] 23.7/242.7 MB
 10%[====                                              ] 23.7/242.7 MB
 10%[====                                              ] 23.7/242.7 MB
 10%[====                                              ] 23.7/242.7 MB
 10%[====                                              ] 23.8/242.7 MB
 10%[====                                              ] 23.8/242.7 MB
 10%[====                                              ] 23.8/242.7 MB
 10%[====                                              ] 23.8/242.7 MB
 10%[====                                              ] 23.8/242.7 MB
 10%[====                                              ] 23.8/242.7 MB
 10%[====                                              ] 23.8/242.7 MB
 10%[====                                              ] 23.8/242.7 MB
 10%[====                                              ] 23.8/242.7 MB
 10%[====                                              ] 23.8/242.7 MB
 10%[====                                              ] 23.8/242.7 MB
 10%[====                                              ] 23.8/242.7 MB
 10%[====                                              ] 23.8/242.7 MB
 10%[====                                              ] 23.9/242.7 MB
 10%[====                                              ] 23.9/242.7 MB
 10%[====                                              ] 23.9/242.7 MB
 10%[====                                              ] 23.9/242.7 MB
 10%[====                                              ] 23.9/242.7 MB
 10%[====                                              ] 23.9/242.7 MB
 10%[====                                              ] 23.9/242.7 MB
 10%[====                                              ] 23.9/242.7 MB
 10%[====                                              ] 23.9/242.7 MB
 10%[====                                              ] 23.9/242.7 MB
 10%[====                                              ] 23.9/242.7 MB
 10%[====                                              ] 23.9/242.7 MB
 10%[====                                              ] 23.9/242.7 MB
 10%[====                                              ] 24.0/242.7 MB
 10%[====                                              ] 24.0/242.7 MB
 10%[====                                              ] 24.0/242.7 MB
 10%[====                                              ] 24.0/242.7 MB
 10%[====                                              ] 24.0/242.7 MB
 10%[====                                              ] 24.0/242.7 MB
 10%[====                                              ] 24.0/242.7 MB
 10%[====                                              ] 24.0/242.7 MB
 10%[====                                              ] 24.0/242.7 MB
 10%[====                                              ] 24.0/242.7 MB
 10%[====                                              ] 24.0/242.7 MB
 10%[====                                              ] 24.0/242.7 MB
 10%[====                                              ] 24.0/242.7 MB
 10%[====                                              ] 24.1/242.7 MB
 10%[====                                              ] 24.1/242.7 MB
 10%[====                                              ] 24.1/242.7 MB
 10%[====                                              ] 24.1/242.7 MB
 10%[====                                              ] 24.1/242.7 MB
 10%[====                                              ] 24.1/242.7 MB
 10%[====                                              ] 24.1/242.7 MB
 10%[====                                              ] 24.1/242.7 MB
 10%[====                                              ] 24.1/242.7 MB
 10%[====                                              ] 24.1/242.7 MB
 10%[====                                              ] 24.1/242.7 MB
 10%[====                                              ] 24.1/242.7 MB
 10%[====                                              ] 24.1/242.7 MB
 10%[====                                              ] 24.2/242.7 MB
 10%[====                                              ] 24.2/242.7 MB
 10%[====                                              ] 24.2/242.7 MB
 10%[====                                              ] 24.2/242.7 MB
 10%[====                                              ] 24.2/242.7 MB
 10%[====                                              ] 24.2/242.7 MB
 10%[====                                              ] 24.2/242.7 MB
 10%[====                                              ] 24.2/242.7 MB
 10%[====                                              ] 24.2/242.7 MB
 10%[====                                              ] 24.2/242.7 MB
 10%[====                                              ] 24.2/242.7 MB
 10%[====                                              ] 24.2/242.7 MB
 10%[====                                              ] 24.2/242.7 MB
 10%[====                                              ] 24.3/242.7 MB
 10%[====                                              ] 24.3/242.7 MB
 10%[=====                                             ] 24.3/242.7 MB
 10%[=====                                             ] 24.3/242.7 MB
 10%[=====                                             ] 24.3/242.7 MB
 10%[=====                                             ] 24.3/242.7 MB
 10%[=====                                             ] 24.3/242.7 MB
 10%[=====                                             ] 24.3/242.7 MB
 10%[=====                                             ] 24.3/242.7 MB
 10%[=====                                             ] 24.3/242.7 MB
 10%[=====                                             ] 24.3/242.7 MB
 10%[=====                                             ] 24.3/242.7 MB
 10%[=====                                             ] 24.4/242.7 MB
 10%[=====                                             ] 24.4/242.7 MB
 10%[=====                                             ] 24.4/242.7 MB
 10%[=====                                             ] 24.4/242.7 MB
 10%[=====                                             ] 24.4/242.7 MB
 10%[=====                                             ] 24.4/242.7 MB
 10%[=====                                             ] 24.4/242.7 MB
 10%[=====                                             ] 24.4/242.7 MB
 10%[=====                                             ] 24.4/242.7 MB
 10%[=====                                             ] 24.4/242.7 MB
 10%[=====                                             ] 24.4/242.7 MB
 10%[=====                                             ] 24.4/242.7 MB
 10%[=====                                             ] 24.4/242.7 MB
 10%[=====                                             ] 24.5/242.7 MB
 10%[=====                                             ] 24.5/242.7 MB
 10%[=====                                             ] 24.5/242.7 MB
 10%[=====                                             ] 24.5/242.7 MB
 10%[=====                                             ] 24.5/242.7 MB
 10%[=====                                             ] 24.5/242.7 MB
 10%[=====                                             ] 24.5/242.7 MB
 10%[=====                                             ] 24.5/242.7 MB
 10%[=====                                             ] 24.5/242.7 MB
 10%[=====                                             ] 24.5/242.7 MB
 10%[=====                                             ] 24.5/242.7 MB
 10%[=====                                             ] 24.5/242.7 MB
 10%[=====                                             ] 24.5/242.7 MB
 10%[=====                                             ] 24.6/242.7 MB
 10%[=====                                             ] 24.6/242.7 MB
 10%[=====                                             ] 24.6/242.7 MB
 10%[=====                                             ] 24.6/242.7 MB
 10%[=====                                             ] 24.6/242.7 MB
 10%[=====                                             ] 24.6/242.7 MB
 10%[=====                                             ] 24.6/242.7 MB
 10%[=====                                             ] 24.6/242.7 MB
 10%[=====                                             ] 24.6/242.7 MB
 10%[=====                                             ] 24.6/242.7 MB
 10%[=====                                             ] 24.6/242.7 MB
 10%[=====                                             ] 24.6/242.7 MB
 10%[=====                                             ] 24.6/242.7 MB
 10%[=====                                             ] 24.7/242.7 MB
 10%[=====                                             ] 24.7/242.7 MB
 10%[=====                                             ] 24.7/242.7 MB
 10%[=====                                             ] 24.7/242.7 MB
 10%[=====                                             ] 24.7/242.7 MB
 10%[=====                                             ] 24.7/242.7 MB
 10%[=====                                             ] 24.7/242.7 MB
 10%[=====                                             ] 24.7/242.7 MB
 10%[=====                                             ] 24.7/242.7 MB
 10%[=====                                             ] 24.7/242.7 MB
 10%[=====                                             ] 24.7/242.7 MB
 10%[=====                                             ] 24.7/242.7 MB
 10%[=====                                             ] 24.8/242.7 MB
 10%[=====                                             ] 24.8/242.7 MB
 10%[=====                                             ] 24.8/242.7 MB
 10%[=====                                             ] 24.8/242.7 MB
 10%[=====                                             ] 24.8/242.7 MB
 10%[=====                                             ] 24.8/242.7 MB
 10%[=====                                             ] 24.8/242.7 MB
 10%[=====                                             ] 24.8/242.7 MB
 10%[=====                                             ] 24.8/242.7 MB
 10%[=====                                             ] 24.8/242.7 MB
 10%[=====                                             ] 24.8/242.7 MB
 10%[=====                                             ] 24.8/242.7 MB
 10%[=====                                             ] 24.8/242.7 MB
 10%[=====                                             ] 24.9/242.7 MB
 10%[=====                                             ] 24.9/242.7 MB
 10%[=====                                             ] 24.9/242.7 MB
 10%[=====                                             ] 24.9/242.7 MB
 10%[=====                                             ] 24.9/242.7 MB
 10%[=====                                             ] 24.9/242.7 MB
 10%[=====                                             ] 24.9/242.7 MB
 10%[=====                                             ] 24.9/242.7 MB
 10%[=====                                             ] 24.9/242.7 MB
 10%[=====                                             ] 24.9/242.7 MB
 10%[=====                                             ] 24.9/242.7 MB
 10%[=====                                             ] 24.9/242.7 MB
 10%[=====                                             ] 24.9/242.7 MB
 10%[=====                                             ] 25.0/242.7 MB
 10%[=====                                             ] 25.0/242.7 MB
 10%[=====                                             ] 25.0/242.7 MB
 10%[=====                                             ] 25.0/242.7 MB
 10%[=====                                             ] 25.0/242.7 MB
 10%[=====                                             ] 25.0/242.7 MB
 10%[=====                                             ] 25.0/242.7 MB
 10%[=====                                             ] 25.0/242.7 MB
 10%[=====                                             ] 25.0/242.7 MB
 10%[=====                                             ] 25.0/242.7 MB
 10%[=====                                             ] 25.0/242.7 MB
 10%[=====                                             ] 25.0/242.7 MB
 10%[=====                                             ] 25.0/242.7 MB
 10%[=====                                             ] 25.1/242.7 MB
 10%[=====                                             ] 25.1/242.7 MB
 10%[=====                                             ] 25.1/242.7 MB
 10%[=====                                             ] 25.1/242.7 MB
 10%[=====                                             ] 25.1/242.7 MB
 10%[=====                                             ] 25.1/242.7 MB
 10%[=====                                             ] 25.1/242.7 MB
 10%[=====                                             ] 25.1/242.7 MB
 10%[=====                                             ] 25.1/242.7 MB
 10%[=====                                             ] 25.1/242.7 MB
 10%[=====                                             ] 25.1/242.7 MB
 10%[=====                                             ] 25.1/242.7 MB
 10%[=====                                             ] 25.1/242.7 MB
 10%[=====                                             ] 25.2/242.7 MB
 10%[=====                                             ] 25.2/242.7 MB
 10%[=====                                             ] 25.2/242.7 MB
 10%[=====                                             ] 25.2/242.7 MB
 10%[=====                                             ] 25.2/242.7 MB
 10%[=====                                             ] 25.2/242.7 MB
 10%[=====                                             ] 25.2/242.7 MB
 10%[=====                                             ] 25.2/242.7 MB
 10%[=====                                             ] 25.2/242.7 MB
 10%[=====                                             ] 25.2/242.7 MB
 10%[=====                                             ] 25.2/242.7 MB
 10%[=====                                             ] 25.2/242.7 MB
 10%[=====                                             ] 25.2/242.7 MB
 10%[=====                                             ] 25.3/242.7 MB
 10%[=====                                             ] 25.3/242.7 MB
 10%[=====                                             ] 25.3/242.7 MB
 10%[=====                                             ] 25.3/242.7 MB
 10%[=====                                             ] 25.3/242.7 MB
 10%[=====                                             ] 25.3/242.7 MB
 10%[=====                                             ] 25.3/242.7 MB
 10%[=====                                             ] 25.3/242.7 MB
 10%[=====                                             ] 25.3/242.7 MB
 10%[=====                                             ] 25.3/242.7 MB
 10%[=====                                             ] 25.3/242.7 MB
 10%[=====                                             ] 25.3/242.7 MB
 10%[=====                                             ] 25.4/242.7 MB
 10%[=====                                             ] 25.4/242.7 MB
 10%[=====                                             ] 25.4/242.7 MB
 10%[=====                                             ] 25.4/242.7 MB
 10%[=====                                             ] 25.4/242.7 MB
 10%[=====                                             ] 25.4/242.7 MB
 10%[=====                                             ] 25.4/242.7 MB
 10%[=====                                             ] 25.4/242.7 MB
 10%[=====                                             ] 25.4/242.7 MB
 10%[=====                                             ] 25.4/242.7 MB
 10%[=====                                             ] 25.4/242.7 MB
 10%[=====                                             ] 25.4/242.7 MB
 10%[=====                                             ] 25.4/242.7 MB
 10%[=====                                             ] 25.5/242.7 MB
 10%[=====                                             ] 25.5/242.7 MB
 10%[=====                                             ] 25.5/242.7 MB
 10%[=====                                             ] 25.5/242.7 MB
 11%[=====                                             ] 25.5/242.7 MB
 11%[=====                                             ] 25.5/242.7 MB
 11%[=====                                             ] 25.5/242.7 MB
 11%[=====                                             ] 25.5/242.7 MB
 11%[=====                                             ] 25.5/242.7 MB
 11%[=====                                             ] 25.5/242.7 MB
 11%[=====                                             ] 25.5/242.7 MB
 11%[=====                                             ] 25.5/242.7 MB
 11%[=====                                             ] 25.5/242.7 MB
 11%[=====                                             ] 25.6/242.7 MB
 11%[=====                                             ] 25.6/242.7 MB
 11%[=====                                             ] 25.6/242.7 MB
 11%[=====                                             ] 25.6/242.7 MB
 11%[=====                                             ] 25.6/242.7 MB
 11%[=====                                             ] 25.6/242.7 MB
 11%[=====                                             ] 25.6/242.7 MB
 11%[=====                                             ] 25.6/242.7 MB
 11%[=====                                             ] 25.6/242.7 MB
 11%[=====                                             ] 25.6/242.7 MB
 11%[=====                                             ] 25.6/242.7 MB
 11%[=====                                             ] 25.6/242.7 MB
 11%[=====                                             ] 25.6/242.7 MB
 11%[=====                                             ] 25.7/242.7 MB
 11%[=====                                             ] 25.7/242.7 MB
 11%[=====                                             ] 25.7/242.7 MB
 11%[=====                                             ] 25.7/242.7 MB
 11%[=====                                             ] 25.7/242.7 MB
 11%[=====                                             ] 25.7/242.7 MB
 11%[=====                                             ] 25.7/242.7 MB
 11%[=====                                             ] 25.7/242.7 MB
 11%[=====                                             ] 25.7/242.7 MB
 11%[=====                                             ] 25.7/242.7 MB
 11%[=====                                             ] 25.7/242.7 MB
 11%[=====                                             ] 25.7/242.7 MB
 11%[=====                                             ] 25.8/242.7 MB
 11%[=====                                             ] 25.8/242.7 MB
 11%[=====                                             ] 25.8/242.7 MB
 11%[=====                                             ] 25.8/242.7 MB
 11%[=====                                             ] 25.8/242.7 MB
 11%[=====                                             ] 25.8/242.7 MB
 11%[=====                                             ] 25.8/242.7 MB
 11%[=====                                             ] 25.8/242.7 MB
 11%[=====                                             ] 25.8/242.7 MB
 11%[=====                                             ] 25.8/242.7 MB
 11%[=====                                             ] 25.8/242.7 MB
 11%[=====                                             ] 25.8/242.7 MB
 11%[=====                                             ] 25.8/242.7 MB
 11%[=====                                             ] 25.9/242.7 MB
 11%[=====                                             ] 25.9/242.7 MB
 11%[=====                                             ] 25.9/242.7 MB
 11%[=====                                             ] 25.9/242.7 MB
 11%[=====                                             ] 25.9/242.7 MB
 11%[=====                                             ] 25.9/242.7 MB
 11%[=====                                             ] 25.9/242.7 MB
 11%[=====                                             ] 25.9/242.7 MB
 11%[=====                                             ] 25.9/242.7 MB
 11%[=====                                             ] 25.9/242.7 MB
 11%[=====                                             ] 25.9/242.7 MB
 11%[=====                                             ] 25.9/242.7 MB
 11%[=====                                             ] 25.9/242.7 MB
 11%[=====                                             ] 26.0/242.7 MB
 11%[=====                                             ] 26.0/242.7 MB
 11%[=====                                             ] 26.0/242.7 MB
 11%[=====                                             ] 26.0/242.7 MB
 11%[=====                                             ] 26.0/242.7 MB
 11%[=====                                             ] 26.0/242.7 MB
 11%[=====                                             ] 26.0/242.7 MB
 11%[=====                                             ] 26.0/242.7 MB
 11%[=====                                             ] 26.0/242.7 MB
 11%[=====                                             ] 26.0/242.7 MB
 11%[=====                                             ] 26.0/242.7 MB
 11%[=====                                             ] 26.0/242.7 MB
 11%[=====                                             ] 26.0/242.7 MB
 11%[=====                                             ] 26.1/242.7 MB
 11%[=====                                             ] 26.1/242.7 MB
 11%[=====                                             ] 26.1/242.7 MB
 11%[=====                                             ] 26.1/242.7 MB
 11%[=====                                             ] 26.1/242.7 MB
 11%[=====                                             ] 26.1/242.7 MB
 11%[=====                                             ] 26.1/242.7 MB
 11%[=====                                             ] 26.1/242.7 MB
 11%[=====                                             ] 26.1/242.7 MB
 11%[=====                                             ] 26.1/242.7 MB
 11%[=====                                             ] 26.1/242.7 MB
 11%[=====                                             ] 26.1/242.7 MB
 11%[=====                                             ] 26.1/242.7 MB
 11%[=====                                             ] 26.2/242.7 MB
 11%[=====                                             ] 26.2/242.7 MB
 11%[=====                                             ] 26.2/242.7 MB
 11%[=====                                             ] 26.2/242.7 MB
 11%[=====                                             ] 26.2/242.7 MB
 11%[=====                                             ] 26.2/242.7 MB
 11%[=====                                             ] 26.2/242.7 MB
 11%[=====                                             ] 26.2/242.7 MB
 11%[=====                                             ] 26.2/242.7 MB
 11%[=====                                             ] 26.2/242.7 MB
 11%[=====                                             ] 26.2/242.7 MB
 11%[=====                                             ] 26.2/242.7 MB
 11%[=====                                             ] 26.2/242.7 MB
 11%[=====                                             ] 26.3/242.7 MB
 11%[=====                                             ] 26.3/242.7 MB
 11%[=====                                             ] 26.3/242.7 MB
 11%[=====                                             ] 26.3/242.7 MB
 11%[=====                                             ] 26.3/242.7 MB
 11%[=====                                             ] 26.3/242.7 MB
 11%[=====                                             ] 26.3/242.7 MB
 11%[=====                                             ] 26.3/242.7 MB
 11%[=====                                             ] 26.3/242.7 MB
 11%[=====                                             ] 26.3/242.7 MB
 11%[=====                                             ] 26.3/242.7 MB
 11%[=====                                             ] 26.3/242.7 MB
 11%[=====                                             ] 26.4/242.7 MB
 11%[=====                                             ] 26.4/242.7 MB
 11%[=====                                             ] 26.4/242.7 MB
 11%[=====                                             ] 26.4/242.7 MB
 11%[=====                                             ] 26.4/242.7 MB
 11%[=====                                             ] 26.4/242.7 MB
 11%[=====                                             ] 26.4/242.7 MB
 11%[=====                                             ] 26.4/242.7 MB
 11%[=====                                             ] 26.4/242.7 MB
 11%[=====                                             ] 26.4/242.7 MB
 11%[=====                                             ] 26.4/242.7 MB
 11%[=====                                             ] 26.4/242.7 MB
 11%[=====                                             ] 26.4/242.7 MB
 11%[=====                                             ] 26.5/242.7 MB
 11%[=====                                             ] 26.5/242.7 MB
 11%[=====                                             ] 26.5/242.7 MB
 11%[=====                                             ] 26.5/242.7 MB
 11%[=====                                             ] 26.5/242.7 MB
 11%[=====                                             ] 26.5/242.7 MB
 11%[=====                                             ] 26.5/242.7 MB
 11%[=====                                             ] 26.5/242.7 MB
 11%[=====                                             ] 26.5/242.7 MB
 11%[=====                                             ] 26.5/242.7 MB
 11%[=====                                             ] 26.5/242.7 MB
 11%[=====                                             ] 26.5/242.7 MB
 11%[=====                                             ] 26.5/242.7 MB
 11%[=====                                             ] 26.6/242.7 MB
 11%[=====                                             ] 26.6/242.7 MB
 11%[=====                                             ] 26.6/242.7 MB
 11%[=====                                             ] 26.6/242.7 MB
 11%[=====                                             ] 26.6/242.7 MB
 11%[=====                                             ] 26.6/242.7 MB
 11%[=====                                             ] 26.6/242.7 MB
 11%[=====                                             ] 26.6/242.7 MB
 11%[=====                                             ] 26.6/242.7 MB
 11%[=====                                             ] 26.6/242.7 MB
 11%[=====                                             ] 26.6/242.7 MB
 11%[=====                                             ] 26.6/242.7 MB
 11%[=====                                             ] 26.6/242.7 MB
 11%[=====                                             ] 26.7/242.7 MB
 11%[=====                                             ] 26.7/242.7 MB
 11%[=====                                             ] 26.7/242.7 MB
 11%[=====                                             ] 26.7/242.7 MB
 11%[=====                                             ] 26.7/242.7 MB
 11%[=====                                             ] 26.7/242.7 MB
 11%[=====                                             ] 26.7/242.7 MB
 11%[=====                                             ] 26.7/242.7 MB
 11%[=====                                             ] 26.7/242.7 MB
 11%[=====                                             ] 26.7/242.7 MB
 11%[=====                                             ] 26.7/242.7 MB
 11%[=====                                             ] 26.7/242.7 MB
 11%[=====                                             ] 26.8/242.7 MB
 11%[=====                                             ] 26.8/242.7 MB
 11%[=====                                             ] 26.8/242.7 MB
 11%[=====                                             ] 26.8/242.7 MB
 11%[=====                                             ] 26.8/242.7 MB
 11%[=====                                             ] 26.8/242.7 MB
 11%[=====                                             ] 26.8/242.7 MB
 11%[=====                                             ] 26.8/242.7 MB
 11%[=====                                             ] 26.8/242.7 MB
 11%[=====                                             ] 26.8/242.7 MB
 11%[=====                                             ] 26.8/242.7 MB
 11%[=====                                             ] 26.8/242.7 MB
 11%[=====                                             ] 26.8/242.7 MB
 11%[=====                                             ] 26.9/242.7 MB
 11%[=====                                             ] 26.9/242.7 MB
 11%[=====                                             ] 26.9/242.7 MB
 11%[=====                                             ] 26.9/242.7 MB
 11%[=====                                             ] 26.9/242.7 MB
 11%[=====                                             ] 26.9/242.7 MB
 11%[=====                                             ] 26.9/242.7 MB
 11%[=====                                             ] 26.9/242.7 MB
 11%[=====                                             ] 26.9/242.7 MB
 11%[=====                                             ] 26.9/242.7 MB
 11%[=====                                             ] 26.9/242.7 MB
 11%[=====                                             ] 26.9/242.7 MB
 11%[=====                                             ] 26.9/242.7 MB
 11%[=====                                             ] 27.0/242.7 MB
 11%[=====                                             ] 27.0/242.7 MB
 11%[=====                                             ] 27.0/242.7 MB
 11%[=====                                             ] 27.0/242.7 MB
 11%[=====                                             ] 27.0/242.7 MB
 11%[=====                                             ] 27.0/242.7 MB
 11%[=====                                             ] 27.0/242.7 MB
 11%[=====                                             ] 27.0/242.7 MB
 11%[=====                                             ] 27.0/242.7 MB
 11%[=====                                             ] 27.0/242.7 MB
 11%[=====                                             ] 27.0/242.7 MB
 11%[=====                                             ] 27.0/242.7 MB
 11%[=====                                             ] 27.0/242.7 MB
 11%[=====                                             ] 27.1/242.7 MB
 11%[=====                                             ] 27.1/242.7 MB
 11%[=====                                             ] 27.1/242.7 MB
 11%[=====                                             ] 27.1/242.7 MB
 11%[=====                                             ] 27.1/242.7 MB
 11%[=====                                             ] 27.1/242.7 MB
 11%[=====                                             ] 27.1/242.7 MB
 11%[=====                                             ] 27.1/242.7 MB
 11%[=====                                             ] 27.1/242.7 MB
 11%[=====                                             ] 27.1/242.7 MB
 11%[=====                                             ] 27.1/242.7 MB
 11%[=====                                             ] 27.1/242.7 MB
 11%[=====                                             ] 27.1/242.7 MB
 11%[=====                                             ] 27.2/242.7 MB
 11%[=====                                             ] 27.2/242.7 MB
 11%[=====                                             ] 27.2/242.7 MB
 11%[=====                                             ] 27.2/242.7 MB
 11%[=====                                             ] 27.2/242.7 MB
 11%[=====                                             ] 27.2/242.7 MB
 11%[=====                                             ] 27.2/242.7 MB
 11%[=====                                             ] 27.2/242.7 MB
 11%[=====                                             ] 27.2/242.7 MB
 11%[=====                                             ] 27.2/242.7 MB
 11%[=====                                             ] 27.2/242.7 MB
 11%[=====                                             ] 27.2/242.7 MB
 11%[=====                                             ] 27.2/242.7 MB
 11%[=====                                             ] 27.3/242.7 MB
 11%[=====                                             ] 27.3/242.7 MB
 11%[=====                                             ] 27.3/242.7 MB
 11%[=====                                             ] 27.3/242.7 MB
 11%[=====                                             ] 27.3/242.7 MB
 11%[=====                                             ] 27.3/242.7 MB
 11%[=====                                             ] 27.3/242.7 MB
 11%[=====                                             ] 27.3/242.7 MB
 11%[=====                                             ] 27.3/242.7 MB
 11%[=====                                             ] 27.3/242.7 MB
 11%[=====                                             ] 27.3/242.7 MB
 11%[=====                                             ] 27.3/242.7 MB
 11%[=====                                             ] 27.4/242.7 MB
 11%[=====                                             ] 27.4/242.7 MB
 11%[=====                                             ] 27.4/242.7 MB
 11%[=====                                             ] 27.4/242.7 MB
 11%[=====                                             ] 27.4/242.7 MB
 11%[=====                                             ] 27.4/242.7 MB
 11%[=====                                             ] 27.4/242.7 MB
 11%[=====                                             ] 27.4/242.7 MB
 11%[=====                                             ] 27.4/242.7 MB
 11%[=====                                             ] 27.4/242.7 MB
 11%[=====                                             ] 27.4/242.7 MB
 11%[=====                                             ] 27.4/242.7 MB
 11%[=====                                             ] 27.4/242.7 MB
 11%[=====                                             ] 27.5/242.7 MB
 11%[=====                                             ] 27.5/242.7 MB
 11%[=====                                             ] 27.5/242.7 MB
 11%[=====                                             ] 27.5/242.7 MB
 11%[=====                                             ] 27.5/242.7 MB
 11%[=====                                             ] 27.5/242.7 MB
 11%[=====                                             ] 27.5/242.7 MB
 11%[=====                                             ] 27.5/242.7 MB
 11%[=====                                             ] 27.5/242.7 MB
 11%[=====                                             ] 27.5/242.7 MB
 11%[=====                                             ] 27.5/242.7 MB
 11%[=====                                             ] 27.5/242.7 MB
 11%[=====                                             ] 27.5/242.7 MB
 11%[=====                                             ] 27.6/242.7 MB
 11%[=====                                             ] 27.6/242.7 MB
 11%[=====                                             ] 27.6/242.7 MB
 11%[=====                                             ] 27.6/242.7 MB
 11%[=====                                             ] 27.6/242.7 MB
 11%[=====                                             ] 27.6/242.7 MB
 11%[=====                                             ] 27.6/242.7 MB
 11%[=====                                             ] 27.6/242.7 MB
 11%[=====                                             ] 27.6/242.7 MB
 11%[=====                                             ] 27.6/242.7 MB
 11%[=====                                             ] 27.6/242.7 MB
 11%[=====                                             ] 27.6/242.7 MB
 11%[=====                                             ] 27.6/242.7 MB
 11%[=====                                             ] 27.7/242.7 MB
 11%[=====                                             ] 27.7/242.7 MB
 11%[=====                                             ] 27.7/242.7 MB
 11%[=====                                             ] 27.7/242.7 MB
 11%[=====                                             ] 27.7/242.7 MB
 11%[=====                                             ] 27.7/242.7 MB
 11%[=====                                             ] 27.7/242.7 MB
 11%[=====                                             ] 27.7/242.7 MB
 11%[=====                                             ] 27.7/242.7 MB
 11%[=====                                             ] 27.7/242.7 MB
 11%[=====                                             ] 27.7/242.7 MB
 11%[=====                                             ] 27.7/242.7 MB
 11%[=====                                             ] 27.8/242.7 MB
 11%[=====                                             ] 27.8/242.7 MB
 11%[=====                                             ] 27.8/242.7 MB
 11%[=====                                             ] 27.8/242.7 MB
 11%[=====                                             ] 27.8/242.7 MB
 11%[=====                                             ] 27.8/242.7 MB
 11%[=====                                             ] 27.8/242.7 MB
 11%[=====                                             ] 27.8/242.7 MB
 11%[=====                                             ] 27.8/242.7 MB
 11%[=====                                             ] 27.8/242.7 MB
 11%[=====                                             ] 27.8/242.7 MB
 11%[=====                                             ] 27.8/242.7 MB
 11%[=====                                             ] 27.8/242.7 MB
 11%[=====                                             ] 27.9/242.7 MB
 11%[=====                                             ] 27.9/242.7 MB
 11%[=====                                             ] 27.9/242.7 MB
 11%[=====                                             ] 27.9/242.7 MB
 11%[=====                                             ] 27.9/242.7 MB
 11%[=====                                             ] 27.9/242.7 MB
 11%[=====                                             ] 27.9/242.7 MB
 11%[=====                                             ] 27.9/242.7 MB
 12%[=====                                             ] 27.9/242.7 MB
 12%[=====                                             ] 27.9/242.7 MB
 12%[=====                                             ] 27.9/242.7 MB
 12%[=====                                             ] 27.9/242.7 MB
 12%[=====                                             ] 27.9/242.7 MB
 12%[=====                                             ] 28.0/242.7 MB
 12%[=====                                             ] 28.0/242.7 MB
 12%[=====                                             ] 28.0/242.7 MB
 12%[=====                                             ] 28.0/242.7 MB
 12%[=====                                             ] 28.0/242.7 MB
 12%[=====                                             ] 28.0/242.7 MB
 12%[=====                                             ] 28.0/242.7 MB
 12%[=====                                             ] 28.0/242.7 MB
 12%[=====                                             ] 28.0/242.7 MB
 12%[=====                                             ] 28.0/242.7 MB
 12%[=====                                             ] 28.0/242.7 MB
 12%[=====                                             ] 28.0/242.7 MB
 12%[=====                                             ] 28.0/242.7 MB
 12%[=====                                             ] 28.1/242.7 MB
 12%[=====                                             ] 28.1/242.7 MB
 12%[=====                                             ] 28.1/242.7 MB
 12%[=====                                             ] 28.1/242.7 MB
 12%[=====                                             ] 28.1/242.7 MB
 12%[=====                                             ] 28.1/242.7 MB
 12%[=====                                             ] 28.1/242.7 MB
 12%[=====                                             ] 28.1/242.7 MB
 12%[=====                                             ] 28.1/242.7 MB
 12%[=====                                             ] 28.1/242.7 MB
 12%[=====                                             ] 28.1/242.7 MB
 12%[=====                                             ] 28.1/242.7 MB
 12%[=====                                             ] 28.1/242.7 MB
 12%[=====                                             ] 28.2/242.7 MB
 12%[=====                                             ] 28.2/242.7 MB
 12%[=====                                             ] 28.2/242.7 MB
 12%[=====                                             ] 28.2/242.7 MB
 12%[=====                                             ] 28.2/242.7 MB
 12%[=====                                             ] 28.2/242.7 MB
 12%[=====                                             ] 28.2/242.7 MB
 12%[=====                                             ] 28.2/242.7 MB
 12%[=====                                             ] 28.2/242.7 MB
 12%[=====                                             ] 28.2/242.7 MB
 12%[=====                                             ] 28.2/242.7 MB
 12%[=====                                             ] 28.2/242.7 MB
 12%[=====                                             ] 28.2/242.7 MB
 12%[=====                                             ] 28.3/242.7 MB
 12%[=====                                             ] 28.3/242.7 MB
 12%[=====                                             ] 28.3/242.7 MB
 12%[=====                                             ] 28.3/242.7 MB
 12%[=====                                             ] 28.3/242.7 MB
 12%[=====                                             ] 28.3/242.7 MB
 12%[=====                                             ] 28.3/242.7 MB
 12%[=====                                             ] 28.3/242.7 MB
 12%[=====                                             ] 28.3/242.7 MB
 12%[=====                                             ] 28.3/242.7 MB
 12%[=====                                             ] 28.3/242.7 MB
 12%[=====                                             ] 28.3/242.7 MB
 12%[=====                                             ] 28.4/242.7 MB
 12%[=====                                             ] 28.4/242.7 MB
 12%[=====                                             ] 28.4/242.7 MB
 12%[=====                                             ] 28.4/242.7 MB
 12%[=====                                             ] 28.4/242.7 MB
 12%[=====                                             ] 28.4/242.7 MB
 12%[=====                                             ] 28.4/242.7 MB
 12%[=====                                             ] 28.4/242.7 MB
 12%[=====                                             ] 28.4/242.7 MB
 12%[=====                                             ] 28.4/242.7 MB
 12%[=====                                             ] 28.4/242.7 MB
 12%[=====                                             ] 28.4/242.7 MB
 12%[=====                                             ] 28.4/242.7 MB
 12%[=====                                             ] 28.5/242.7 MB
 12%[=====                                             ] 28.5/242.7 MB
 12%[=====                                             ] 28.5/242.7 MB
 12%[=====                                             ] 28.5/242.7 MB
 12%[=====                                             ] 28.5/242.7 MB
 12%[=====                                             ] 28.5/242.7 MB
 12%[=====                                             ] 28.5/242.7 MB
 12%[=====                                             ] 28.5/242.7 MB
 12%[=====                                             ] 28.5/242.7 MB
 12%[=====                                             ] 28.5/242.7 MB
 12%[=====                                             ] 28.5/242.7 MB
 12%[=====                                             ] 28.5/242.7 MB
 12%[=====                                             ] 28.5/242.7 MB
 12%[=====                                             ] 28.6/242.7 MB
 12%[=====                                             ] 28.6/242.7 MB
 12%[=====                                             ] 28.6/242.7 MB
 12%[=====                                             ] 28.6/242.7 MB
 12%[=====                                             ] 28.6/242.7 MB
 12%[=====                                             ] 28.6/242.7 MB
 12%[=====                                             ] 28.6/242.7 MB
 12%[=====                                             ] 28.6/242.7 MB
 12%[=====                                             ] 28.6/242.7 MB
 12%[=====                                             ] 28.6/242.7 MB
 12%[=====                                             ] 28.6/242.7 MB
 12%[=====                                             ] 28.6/242.7 MB
 12%[=====                                             ] 28.6/242.7 MB
 12%[=====                                             ] 28.7/242.7 MB
 12%[=====                                             ] 28.7/242.7 MB
 12%[=====                                             ] 28.7/242.7 MB
 12%[=====                                             ] 28.7/242.7 MB
 12%[=====                                             ] 28.7/242.7 MB
 12%[=====                                             ] 28.7/242.7 MB
 12%[=====                                             ] 28.7/242.7 MB
 12%[=====                                             ] 28.7/242.7 MB
 12%[=====                                             ] 28.7/242.7 MB
 12%[=====                                             ] 28.7/242.7 MB
 12%[=====                                             ] 28.7/242.7 MB
 12%[=====                                             ] 28.7/242.7 MB
 12%[=====                                             ] 28.8/242.7 MB
 12%[=====                                             ] 28.8/242.7 MB
 12%[=====                                             ] 28.8/242.7 MB
 12%[=====                                             ] 28.8/242.7 MB
 12%[=====                                             ] 28.8/242.7 MB
 12%[=====                                             ] 28.8/242.7 MB
 12%[=====                                             ] 28.8/242.7 MB
 12%[=====                                             ] 28.8/242.7 MB
 12%[=====                                             ] 28.8/242.7 MB
 12%[=====                                             ] 28.8/242.7 MB
 12%[=====                                             ] 28.8/242.7 MB
 12%[=====                                             ] 28.8/242.7 MB
 12%[=====                                             ] 28.8/242.7 MB
 12%[=====                                             ] 28.9/242.7 MB
 12%[=====                                             ] 28.9/242.7 MB
 12%[=====                                             ] 28.9/242.7 MB
 12%[=====                                             ] 28.9/242.7 MB
 12%[=====                                             ] 28.9/242.7 MB
 12%[=====                                             ] 28.9/242.7 MB
 12%[=====                                             ] 28.9/242.7 MB
 12%[=====                                             ] 28.9/242.7 MB
 12%[=====                                             ] 28.9/242.7 MB
 12%[=====                                             ] 28.9/242.7 MB
 12%[=====                                             ] 28.9/242.7 MB
 12%[=====                                             ] 28.9/242.7 MB
 12%[=====                                             ] 28.9/242.7 MB
 12%[=====                                             ] 29.0/242.7 MB
 12%[=====                                             ] 29.0/242.7 MB
 12%[=====                                             ] 29.0/242.7 MB
 12%[=====                                             ] 29.0/242.7 MB
 12%[=====                                             ] 29.0/242.7 MB
 12%[=====                                             ] 29.0/242.7 MB
 12%[=====                                             ] 29.0/242.7 MB
 12%[=====                                             ] 29.0/242.7 MB
 12%[=====                                             ] 29.0/242.7 MB
 12%[=====                                             ] 29.0/242.7 MB
 12%[=====                                             ] 29.0/242.7 MB
 12%[=====                                             ] 29.0/242.7 MB
 12%[=====                                             ] 29.0/242.7 MB
 12%[=====                                             ] 29.1/242.7 MB
 12%[=====                                             ] 29.1/242.7 MB
 12%[=====                                             ] 29.1/242.7 MB
 12%[=====                                             ] 29.1/242.7 MB
 12%[=====                                             ] 29.1/242.7 MB
 12%[=====                                             ] 29.1/242.7 MB
 12%[=====                                             ] 29.1/242.7 MB
 12%[=====                                             ] 29.1/242.7 MB
 12%[=====                                             ] 29.1/242.7 MB
 12%[======                                            ] 29.1/242.7 MB
 12%[======                                            ] 29.1/242.7 MB
 12%[======                                            ] 29.1/242.7 MB
 12%[======                                            ] 29.1/242.7 MB
 12%[======                                            ] 29.2/242.7 MB
 12%[======                                            ] 29.2/242.7 MB
 12%[======                                            ] 29.2/242.7 MB
 12%[======                                            ] 29.2/242.7 MB
 12%[======                                            ] 29.2/242.7 MB
 12%[======                                            ] 29.2/242.7 MB
 12%[======                                            ] 29.2/242.7 MB
 12%[======                                            ] 29.2/242.7 MB
 12%[======                                            ] 29.2/242.7 MB
 12%[======                                            ] 29.2/242.7 MB
 12%[======                                            ] 29.2/242.7 MB
 12%[======                                            ] 29.2/242.7 MB
 12%[======                                            ] 29.2/242.7 MB
 12%[======                                            ] 29.3/242.7 MB
 12%[======                                            ] 29.3/242.7 MB
 12%[======                                            ] 29.3/242.7 MB
 12%[======                                            ] 29.3/242.7 MB
 12%[======                                            ] 29.3/242.7 MB
 12%[======                                            ] 29.3/242.7 MB
 12%[======                                            ] 29.3/242.7 MB
 12%[======                                            ] 29.3/242.7 MB
 12%[======                                            ] 29.3/242.7 MB
 12%[======                                            ] 29.3/242.7 MB
 12%[======                                            ] 29.3/242.7 MB
 12%[======                                            ] 29.3/242.7 MB
 12%[======                                            ] 29.4/242.7 MB
 12%[======                                            ] 29.4/242.7 MB
 12%[======                                            ] 29.4/242.7 MB
 12%[======                                            ] 29.4/242.7 MB
 12%[======                                            ] 29.4/242.7 MB
 12%[======                                            ] 29.4/242.7 MB
 12%[======                                            ] 29.4/242.7 MB
 12%[======                                            ] 29.4/242.7 MB
 12%[======                                            ] 29.4/242.7 MB
 12%[======                                            ] 29.4/242.7 MB
 12%[======                                            ] 29.4/242.7 MB
 12%[======                                            ] 29.4/242.7 MB
 12%[======                                            ] 29.4/242.7 MB
 12%[======                                            ] 29.5/242.7 MB
 12%[======                                            ] 29.5/242.7 MB
 12%[======                                            ] 29.5/242.7 MB
 12%[======                                            ] 29.5/242.7 MB
 12%[======                                            ] 29.5/242.7 MB
 12%[======                                            ] 29.5/242.7 MB
 12%[======                                            ] 29.5/242.7 MB
 12%[======                                            ] 29.5/242.7 MB
 12%[======                                            ] 29.5/242.7 MB
 12%[======                                            ] 29.5/242.7 MB
 12%[======                                            ] 29.5/242.7 MB
 12%[======                                            ] 29.5/242.7 MB
 12%[======                                            ] 29.5/242.7 MB
 12%[======                                            ] 29.6/242.7 MB
 12%[======                                            ] 29.6/242.7 MB
 12%[======                                            ] 29.6/242.7 MB
 12%[======                                            ] 29.6/242.7 MB
 12%[======                                            ] 29.6/242.7 MB
 12%[======                                            ] 29.6/242.7 MB
 12%[======                                            ] 29.6/242.7 MB
 12%[======                                            ] 29.6/242.7 MB
 12%[======                                            ] 29.6/242.7 MB
 12%[======                                            ] 29.6/242.7 MB
 12%[======                                            ] 29.6/242.7 MB
 12%[======                                            ] 29.6/242.7 MB
 12%[======                                            ] 29.6/242.7 MB
 12%[======                                            ] 29.7/242.7 MB
 12%[======                                            ] 29.7/242.7 MB
 12%[======                                            ] 29.7/242.7 MB
 12%[======                                            ] 29.7/242.7 MB
 12%[======                                            ] 29.7/242.7 MB
 12%[======                                            ] 29.7/242.7 MB
 12%[======                                            ] 29.7/242.7 MB
 12%[======                                            ] 29.7/242.7 MB
 12%[======                                            ] 29.7/242.7 MB
 12%[======                                            ] 29.7/242.7 MB
 12%[======                                            ] 29.7/242.7 MB
 12%[======                                            ] 29.7/242.7 MB
 12%[======                                            ] 29.8/242.7 MB
 12%[======                                            ] 29.8/242.7 MB
 12%[======                                            ] 29.8/242.7 MB
 12%[======                                            ] 29.8/242.7 MB
 12%[======                                            ] 29.8/242.7 MB
 12%[======                                            ] 29.8/242.7 MB
 12%[======                                            ] 29.8/242.7 MB
 12%[======                                            ] 29.8/242.7 MB
 12%[======                                            ] 29.8/242.7 MB
 12%[======                                            ] 29.8/242.7 MB
 12%[======                                            ] 29.8/242.7 MB
 12%[======                                            ] 29.8/242.7 MB
 12%[======                                            ] 29.8/242.7 MB
 12%[======                                            ] 29.9/242.7 MB
 12%[======                                            ] 29.9/242.7 MB
 12%[======                                            ] 29.9/242.7 MB
 12%[======                                            ] 29.9/242.7 MB
 12%[======                                            ] 29.9/242.7 MB
 12%[======                                            ] 29.9/242.7 MB
 12%[======                                            ] 29.9/242.7 MB
 12%[======                                            ] 29.9/242.7 MB
 12%[======                                            ] 29.9/242.7 MB
 12%[======                                            ] 29.9/242.7 MB
 12%[======                                            ] 29.9/242.7 MB
 12%[======                                            ] 29.9/242.7 MB
 12%[======                                            ] 29.9/242.7 MB
 12%[======                                            ] 30.0/242.7 MB
 12%[======                                            ] 30.0/242.7 MB
 12%[======                                            ] 30.0/242.7 MB
 12%[======                                            ] 30.0/242.7 MB
 12%[======                                            ] 30.0/242.7 MB
 12%[======                                            ] 30.0/242.7 MB
 12%[======                                            ] 30.0/242.7 MB
 12%[======                                            ] 30.0/242.7 MB
 12%[======                                            ] 30.0/242.7 MB
 12%[======                                            ] 30.0/242.7 MB
 12%[======                                            ] 30.0/242.7 MB
 12%[======                                            ] 30.0/242.7 MB
 12%[======                                            ] 30.0/242.7 MB
 12%[======                                            ] 30.1/242.7 MB
 12%[======                                            ] 30.1/242.7 MB
 12%[======                                            ] 30.1/242.7 MB
 12%[======                                            ] 30.1/242.7 MB
 12%[======                                            ] 30.1/242.7 MB
 12%[======                                            ] 30.1/242.7 MB
 12%[======                                            ] 30.1/242.7 MB
 12%[======                                            ] 30.1/242.7 MB
 12%[======                                            ] 30.1/242.7 MB
 12%[======                                            ] 30.1/242.7 MB
 12%[======                                            ] 30.1/242.7 MB
 12%[======                                            ] 30.1/242.7 MB
 12%[======                                            ] 30.1/242.7 MB
 12%[======                                            ] 30.2/242.7 MB
 12%[======                                            ] 30.2/242.7 MB
 12%[======                                            ] 30.2/242.7 MB
 12%[======                                            ] 30.2/242.7 MB
 12%[======                                            ] 30.2/242.7 MB
 12%[======                                            ] 30.2/242.7 MB
 12%[======                                            ] 30.2/242.7 MB
 12%[======                                            ] 30.2/242.7 MB
 12%[======                                            ] 30.2/242.7 MB
 12%[======                                            ] 30.2/242.7 MB
 12%[======                                            ] 30.2/242.7 MB
 12%[======                                            ] 30.2/242.7 MB
 12%[======                                            ] 30.2/242.7 MB
 12%[======                                            ] 30.3/242.7 MB
 12%[======                                            ] 30.3/242.7 MB
 12%[======                                            ] 30.3/242.7 MB
 12%[======                                            ] 30.3/242.7 MB
 12%[======                                            ] 30.3/242.7 MB
 12%[======                                            ] 30.3/242.7 MB
 12%[======                                            ] 30.3/242.7 MB
 12%[======                                            ] 30.3/242.7 MB
 12%[======                                            ] 30.3/242.7 MB
 12%[======                                            ] 30.3/242.7 MB
 13%[======                                            ] 30.3/242.7 MB
 13%[======                                            ] 30.3/242.7 MB
 13%[======                                            ] 30.4/242.7 MB
 13%[======                                            ] 30.4/242.7 MB
 13%[======                                            ] 30.4/242.7 MB
 13%[======                                            ] 30.4/242.7 MB
 13%[======                                            ] 30.4/242.7 MB
 13%[======                                            ] 30.4/242.7 MB
 13%[======                                            ] 30.4/242.7 MB
 13%[======                                            ] 30.4/242.7 MB
 13%[======                                            ] 30.4/242.7 MB
 13%[======                                            ] 30.4/242.7 MB
 13%[======                                            ] 30.4/242.7 MB
 13%[======                                            ] 30.4/242.7 MB
 13%[======                                            ] 30.4/242.7 MB
 13%[======                                            ] 30.5/242.7 MB
 13%[======                                            ] 30.5/242.7 MB
 13%[======                                            ] 30.5/242.7 MB
 13%[======                                            ] 30.5/242.7 MB
 13%[======                                            ] 30.5/242.7 MB
 13%[======                                            ] 30.5/242.7 MB
 13%[======                                            ] 30.5/242.7 MB
 13%[======                                            ] 30.5/242.7 MB
 13%[======                                            ] 30.5/242.7 MB
 13%[======                                            ] 30.5/242.7 MB
 13%[======                                            ] 30.5/242.7 MB
 13%[======                                            ] 30.5/242.7 MB
 13%[======                                            ] 30.5/242.7 MB
 13%[======                                            ] 30.6/242.7 MB
 13%[======                                            ] 30.6/242.7 MB
 13%[======                                            ] 30.6/242.7 MB
 13%[======                                            ] 30.6/242.7 MB
 13%[======                                            ] 30.6/242.7 MB
 13%[======                                            ] 30.6/242.7 MB
 13%[======                                            ] 30.6/242.7 MB
 13%[======                                            ] 30.6/242.7 MB
 13%[======                                            ] 30.6/242.7 MB
 13%[======                                            ] 30.6/242.7 MB
 13%[======                                            ] 30.6/242.7 MB
 13%[======                                            ] 30.6/242.7 MB
 13%[======                                            ] 30.6/242.7 MB
 13%[======                                            ] 30.7/242.7 MB
 13%[======                                            ] 30.7/242.7 MB
 13%[======                                            ] 30.7/242.7 MB
 13%[======                                            ] 30.7/242.7 MB
 13%[======                                            ] 30.7/242.7 MB
 13%[======                                            ] 30.7/242.7 MB
 13%[======                                            ] 30.7/242.7 MB
 13%[======                                            ] 30.7/242.7 MB
 13%[======                                            ] 30.7/242.7 MB
 13%[======                                            ] 30.7/242.7 MB
 13%[======                                            ] 30.7/242.7 MB
 13%[======                                            ] 30.7/242.7 MB
 13%[======                                            ] 30.8/242.7 MB
 13%[======                                            ] 30.8/242.7 MB
 13%[======                                            ] 30.8/242.7 MB
 13%[======                                            ] 30.8/242.7 MB
 13%[======                                            ] 30.8/242.7 MB
 13%[======                                            ] 30.8/242.7 MB
 13%[======                                            ] 30.8/242.7 MB
 13%[======                                            ] 30.8/242.7 MB
 13%[======                                            ] 30.8/242.7 MB
 13%[======                                            ] 30.8/242.7 MB
 13%[======                                            ] 30.8/242.7 MB
 13%[======                                            ] 30.8/242.7 MB
 13%[======                                            ] 30.8/242.7 MB
 13%[======                                            ] 30.9/242.7 MB
 13%[======                                            ] 30.9/242.7 MB
 13%[======                                            ] 30.9/242.7 MB
 13%[======                                            ] 30.9/242.7 MB
 13%[======                                            ] 30.9/242.7 MB
 13%[======                                            ] 30.9/242.7 MB
 13%[======                                            ] 30.9/242.7 MB
 13%[======                                            ] 30.9/242.7 MB
 13%[======                                            ] 30.9/242.7 MB
 13%[======                                            ] 30.9/242.7 MB
 13%[======                                            ] 30.9/242.7 MB
 13%[======                                            ] 30.9/242.7 MB
 13%[======                                            ] 30.9/242.7 MB
 13%[======                                            ] 31.0/242.7 MB
 13%[======                                            ] 31.0/242.7 MB
 13%[======                                            ] 31.0/242.7 MB
 13%[======                                            ] 31.0/242.7 MB
 13%[======                                            ] 31.0/242.7 MB
 13%[======                                            ] 31.0/242.7 MB
 13%[======                                            ] 31.0/242.7 MB
 13%[======                                            ] 31.0/242.7 MB
 13%[======                                            ] 31.0/242.7 MB
 13%[======                                            ] 31.0/242.7 MB
 13%[======                                            ] 31.0/242.7 MB
 13%[======                                            ] 31.0/242.7 MB
 13%[======                                            ] 31.0/242.7 MB
 13%[======                                            ] 31.1/242.7 MB
 13%[======                                            ] 31.1/242.7 MB
 13%[======                                            ] 31.1/242.7 MB
 13%[======                                            ] 31.1/242.7 MB
 13%[======                                            ] 31.1/242.7 MB
 13%[======                                            ] 31.1/242.7 MB
 13%[======                                            ] 31.1/242.7 MB
 13%[======                                            ] 31.1/242.7 MB
 13%[======                                            ] 31.1/242.7 MB
 13%[======                                            ] 31.1/242.7 MB
 13%[======                                            ] 31.1/242.7 MB
 13%[======                                            ] 31.1/242.7 MB
 13%[======                                            ] 31.1/242.7 MB
 13%[======                                            ] 31.2/242.7 MB
 13%[======                                            ] 31.2/242.7 MB
 13%[======                                            ] 31.2/242.7 MB
 13%[======                                            ] 31.2/242.7 MB
 13%[======                                            ] 31.2/242.7 MB
 13%[======                                            ] 31.2/242.7 MB
 13%[======                                            ] 31.2/242.7 MB
 13%[======                                            ] 31.2/242.7 MB
 13%[======                                            ] 31.2/242.7 MB
 13%[======                                            ] 31.2/242.7 MB
 13%[======                                            ] 31.2/242.7 MB
 13%[======                                            ] 31.2/242.7 MB
 13%[======                                            ] 31.2/242.7 MB
 13%[======                                            ] 31.3/242.7 MB
 13%[======                                            ] 31.3/242.7 MB
 13%[======                                            ] 31.3/242.7 MB
 13%[======                                            ] 31.3/242.7 MB
 13%[======                                            ] 31.3/242.7 MB
 13%[======                                            ] 31.3/242.7 MB
 13%[======                                            ] 31.3/242.7 MB
 13%[======                                            ] 31.3/242.7 MB
 13%[======                                            ] 31.3/242.7 MB
 13%[======                                            ] 31.3/242.7 MB
 13%[======                                            ] 31.3/242.7 MB
 13%[======                                            ] 31.3/242.7 MB
 13%[======                                            ] 31.4/242.7 MB
 13%[======                                            ] 31.4/242.7 MB
 13%[======                                            ] 31.4/242.7 MB
 13%[======                                            ] 31.4/242.7 MB
 13%[======                                            ] 31.4/242.7 MB
 13%[======                                            ] 31.4/242.7 MB
 13%[======                                            ] 31.4/242.7 MB
 13%[======                                            ] 31.4/242.7 MB
 13%[======                                            ] 31.4/242.7 MB
 13%[======                                            ] 31.4/242.7 MB
 13%[======                                            ] 31.4/242.7 MB
 13%[======                                            ] 31.4/242.7 MB
 13%[======                                            ] 31.4/242.7 MB
 13%[======                                            ] 31.5/242.7 MB
 13%[======                                            ] 31.5/242.7 MB
 13%[======                                            ] 31.5/242.7 MB
 13%[======                                            ] 31.5/242.7 MB
 13%[======                                            ] 31.5/242.7 MB
 13%[======                                            ] 31.5/242.7 MB
 13%[======                                            ] 31.5/242.7 MB
 13%[======                                            ] 31.5/242.7 MB
 13%[======                                            ] 31.5/242.7 MB
 13%[======                                            ] 31.5/242.7 MB
 13%[======                                            ] 31.5/242.7 MB
 13%[======                                            ] 31.5/242.7 MB
 13%[======                                            ] 31.5/242.7 MB
 13%[======                                            ] 31.6/242.7 MB
 13%[======                                            ] 31.6/242.7 MB
 13%[======                                            ] 31.6/242.7 MB
 13%[======                                            ] 31.6/242.7 MB
 13%[======                                            ] 31.6/242.7 MB
 13%[======                                            ] 31.6/242.7 MB
 13%[======                                            ] 31.6/242.7 MB
 13%[======                                            ] 31.6/242.7 MB
 13%[======                                            ] 31.6/242.7 MB
 13%[======                                            ] 31.6/242.7 MB
 13%[======                                            ] 31.6/242.7 MB
 13%[======                                            ] 31.6/242.7 MB
 13%[======                                            ] 31.6/242.7 MB
 13%[======                                            ] 31.7/242.7 MB
 13%[======                                            ] 31.7/242.7 MB
 13%[======                                            ] 31.7/242.7 MB
 13%[======                                            ] 31.7/242.7 MB
 13%[======                                            ] 31.7/242.7 MB
 13%[======                                            ] 31.7/242.7 MB
 13%[======                                            ] 31.7/242.7 MB
 13%[======                                            ] 31.7/242.7 MB
 13%[======                                            ] 31.7/242.7 MB
 13%[======                                            ] 31.7/242.7 MB
 13%[======                                            ] 31.7/242.7 MB
 13%[======                                            ] 31.7/242.7 MB
 13%[======                                            ] 31.8/242.7 MB
 13%[======                                            ] 31.8/242.7 MB
 13%[======                                            ] 31.8/242.7 MB
 13%[======                                            ] 31.8/242.7 MB
 13%[======                                            ] 31.8/242.7 MB
 13%[======                                            ] 31.8/242.7 MB
 13%[======                                            ] 31.8/242.7 MB
 13%[======                                            ] 31.8/242.7 MB
 13%[======                                            ] 31.8/242.7 MB
 13%[======                                            ] 31.8/242.7 MB
 13%[======                                            ] 31.8/242.7 MB
 13%[======                                            ] 31.8/242.7 MB
 13%[======                                            ] 31.8/242.7 MB
 13%[======                                            ] 31.9/242.7 MB
 13%[======                                            ] 31.9/242.7 MB
 13%[======                                            ] 31.9/242.7 MB
 13%[======                                            ] 31.9/242.7 MB
 13%[======                                            ] 31.9/242.7 MB
 13%[======                                            ] 31.9/242.7 MB
 13%[======                                            ] 31.9/242.7 MB
 13%[======                                            ] 31.9/242.7 MB
 13%[======                                            ] 31.9/242.7 MB
 13%[======                                            ] 31.9/242.7 MB
 13%[======                                            ] 31.9/242.7 MB
 13%[======                                            ] 31.9/242.7 MB
 13%[======                                            ] 31.9/242.7 MB
 13%[======                                            ] 32.0/242.7 MB
 13%[======                                            ] 32.0/242.7 MB
 13%[======                                            ] 32.0/242.7 MB
 13%[======                                            ] 32.0/242.7 MB
 13%[======                                            ] 32.0/242.7 MB
 13%[======                                            ] 32.0/242.7 MB
 13%[======                                            ] 32.0/242.7 MB
 13%[======                                            ] 32.0/242.7 MB
 13%[======                                            ] 32.0/242.7 MB
 13%[======                                            ] 32.0/242.7 MB
 13%[======                                            ] 32.0/242.7 MB
 13%[======                                            ] 32.0/242.7 MB
 13%[======                                            ] 32.0/242.7 MB
 13%[======                                            ] 32.1/242.7 MB
 13%[======                                            ] 32.1/242.7 MB
 13%[======                                            ] 32.1/242.7 MB
 13%[======                                            ] 32.1/242.7 MB
 13%[======                                            ] 32.1/242.7 MB
 13%[======                                            ] 32.1/242.7 MB
 13%[======                                            ] 32.1/242.7 MB
 13%[======                                            ] 32.1/242.7 MB
 13%[======                                            ] 32.1/242.7 MB
 13%[======                                            ] 32.1/242.7 MB
 13%[======                                            ] 32.1/242.7 MB
 13%[======                                            ] 32.1/242.7 MB
 13%[======                                            ] 32.1/242.7 MB
 13%[======                                            ] 32.2/242.7 MB
 13%[======                                            ] 32.2/242.7 MB
 13%[======                                            ] 32.2/242.7 MB
 13%[======                                            ] 32.2/242.7 MB
 13%[======                                            ] 32.2/242.7 MB
 13%[======                                            ] 32.2/242.7 MB
 13%[======                                            ] 32.2/242.7 MB
 13%[======                                            ] 32.2/242.7 MB
 13%[======                                            ] 32.2/242.7 MB
 13%[======                                            ] 32.2/242.7 MB
 13%[======                                            ] 32.2/242.7 MB
 13%[======                                            ] 32.2/242.7 MB
 13%[======                                            ] 32.2/242.7 MB
 13%[======                                            ] 32.3/242.7 MB
 13%[======                                            ] 32.3/242.7 MB
 13%[======                                            ] 32.3/242.7 MB
 13%[======                                            ] 32.3/242.7 MB
 13%[======                                            ] 32.3/242.7 MB
 13%[======                                            ] 32.3/242.7 MB
 13%[======                                            ] 32.3/242.7 MB
 13%[======                                            ] 32.3/242.7 MB
 13%[======                                            ] 32.3/242.7 MB
 13%[======                                            ] 32.3/242.7 MB
 13%[======                                            ] 32.3/242.7 MB
 13%[======                                            ] 32.3/242.7 MB
 13%[======                                            ] 32.4/242.7 MB
 13%[======                                            ] 32.4/242.7 MB
 13%[======                                            ] 32.4/242.7 MB
 13%[======                                            ] 32.4/242.7 MB
 13%[======                                            ] 32.4/242.7 MB
 13%[======                                            ] 32.4/242.7 MB
 13%[======                                            ] 32.4/242.7 MB
 13%[======                                            ] 32.4/242.7 MB
 13%[======                                            ] 32.4/242.7 MB
 13%[======                                            ] 32.4/242.7 MB
 13%[======                                            ] 32.4/242.7 MB
 13%[======                                            ] 32.4/242.7 MB
 13%[======                                            ] 32.4/242.7 MB
 13%[======                                            ] 32.5/242.7 MB
 13%[======                                            ] 32.5/242.7 MB
 13%[======                                            ] 32.5/242.7 MB
 13%[======                                            ] 32.5/242.7 MB
 13%[======                                            ] 32.5/242.7 MB
 13%[======                                            ] 32.5/242.7 MB
 13%[======                                            ] 32.5/242.7 MB
 13%[======                                            ] 32.5/242.7 MB
 13%[======                                            ] 32.5/242.7 MB
 13%[======                                            ] 32.5/242.7 MB
 13%[======                                            ] 32.5/242.7 MB
 13%[======                                            ] 32.5/242.7 MB
 13%[======                                            ] 32.5/242.7 MB
 13%[======                                            ] 32.6/242.7 MB
 13%[======                                            ] 32.6/242.7 MB
 13%[======                                            ] 32.6/242.7 MB
 13%[======                                            ] 32.6/242.7 MB
 13%[======                                            ] 32.6/242.7 MB
 13%[======                                            ] 32.6/242.7 MB
 13%[======                                            ] 32.6/242.7 MB
 13%[======                                            ] 32.6/242.7 MB
 13%[======                                            ] 32.6/242.7 MB
 13%[======                                            ] 32.6/242.7 MB
 13%[======                                            ] 32.6/242.7 MB
 13%[======                                            ] 32.6/242.7 MB
 13%[======                                            ] 32.6/242.7 MB
 13%[======                                            ] 32.7/242.7 MB
 13%[======                                            ] 32.7/242.7 MB
 13%[======                                            ] 32.7/242.7 MB
 13%[======                                            ] 32.7/242.7 MB
 13%[======                                            ] 32.7/242.7 MB
 13%[======                                            ] 32.7/242.7 MB
 13%[======                                            ] 32.7/242.7 MB
 13%[======                                            ] 32.7/242.7 MB
 13%[======                                            ] 32.7/242.7 MB
 13%[======                                            ] 32.7/242.7 MB
 13%[======                                            ] 32.7/242.7 MB
 13%[======                                            ] 32.7/242.7 MB
 13%[======                                            ] 32.8/242.7 MB
 13%[======                                            ] 32.8/242.7 MB
 14%[======                                            ] 32.8/242.7 MB
 14%[======                                            ] 32.8/242.7 MB
 14%[======                                            ] 32.8/242.7 MB
 14%[======                                            ] 32.8/242.7 MB
 14%[======                                            ] 32.8/242.7 MB
 14%[======                                            ] 32.8/242.7 MB
 14%[======                                            ] 32.8/242.7 MB
 14%[======                                            ] 32.8/242.7 MB
 14%[======                                            ] 32.8/242.7 MB
 14%[======                                            ] 32.8/242.7 MB
 14%[======                                            ] 32.8/242.7 MB
 14%[======                                            ] 32.9/242.7 MB
 14%[======                                            ] 32.9/242.7 MB
 14%[======                                            ] 32.9/242.7 MB
 14%[======                                            ] 32.9/242.7 MB
 14%[======                                            ] 32.9/242.7 MB
 14%[======                                            ] 32.9/242.7 MB
 14%[======                                            ] 32.9/242.7 MB
 14%[======                                            ] 32.9/242.7 MB
 14%[======                                            ] 32.9/242.7 MB
 14%[======                                            ] 32.9/242.7 MB
 14%[======                                            ] 32.9/242.7 MB
 14%[======                                            ] 32.9/242.7 MB
 14%[======                                            ] 32.9/242.7 MB
 14%[======                                            ] 33.0/242.7 MB
 14%[======                                            ] 33.0/242.7 MB
 14%[======                                            ] 33.0/242.7 MB
 14%[======                                            ] 33.0/242.7 MB
 14%[======                                            ] 33.0/242.7 MB
 14%[======                                            ] 33.0/242.7 MB
 14%[======                                            ] 33.0/242.7 MB
 14%[======                                            ] 33.0/242.7 MB
 14%[======                                            ] 33.0/242.7 MB
 14%[======                                            ] 33.0/242.7 MB
 14%[======                                            ] 33.0/242.7 MB
 14%[======                                            ] 33.0/242.7 MB
 14%[======                                            ] 33.0/242.7 MB
 14%[======                                            ] 33.1/242.7 MB
 14%[======                                            ] 33.1/242.7 MB
 14%[======                                            ] 33.1/242.7 MB
 14%[======                                            ] 33.1/242.7 MB
 14%[======                                            ] 33.1/242.7 MB
 14%[======                                            ] 33.1/242.7 MB
 14%[======                                            ] 33.1/242.7 MB
 14%[======                                            ] 33.1/242.7 MB
 14%[======                                            ] 33.1/242.7 MB
 14%[======                                            ] 33.1/242.7 MB
 14%[======                                            ] 33.1/242.7 MB
 14%[======                                            ] 33.1/242.7 MB
 14%[======                                            ] 33.1/242.7 MB
 14%[======                                            ] 33.2/242.7 MB
 14%[======                                            ] 33.2/242.7 MB
 14%[======                                            ] 33.2/242.7 MB
 14%[======                                            ] 33.2/242.7 MB
 14%[======                                            ] 33.2/242.7 MB
 14%[======                                            ] 33.2/242.7 MB
 14%[======                                            ] 33.2/242.7 MB
 14%[======                                            ] 33.2/242.7 MB
 14%[======                                            ] 33.2/242.7 MB
 14%[======                                            ] 33.2/242.7 MB
 14%[======                                            ] 33.2/242.7 MB
 14%[======                                            ] 33.2/242.7 MB
 14%[======                                            ] 33.2/242.7 MB
 14%[======                                            ] 33.3/242.7 MB
 14%[======                                            ] 33.3/242.7 MB
 14%[======                                            ] 33.3/242.7 MB
 14%[======                                            ] 33.3/242.7 MB
 14%[======                                            ] 33.3/242.7 MB
 14%[======                                            ] 33.3/242.7 MB
 14%[======                                            ] 33.3/242.7 MB
 14%[======                                            ] 33.3/242.7 MB
 14%[======                                            ] 33.3/242.7 MB
 14%[======                                            ] 33.3/242.7 MB
 14%[======                                            ] 33.3/242.7 MB
 14%[======                                            ] 33.3/242.7 MB
 14%[======                                            ] 33.4/242.7 MB
 14%[======                                            ] 33.4/242.7 MB
 14%[======                                            ] 33.4/242.7 MB
 14%[======                                            ] 33.4/242.7 MB
 14%[======                                            ] 33.4/242.7 MB
 14%[======                                            ] 33.4/242.7 MB
 14%[======                                            ] 33.4/242.7 MB
 14%[======                                            ] 33.4/242.7 MB
 14%[======                                            ] 33.4/242.7 MB
 14%[======                                            ] 33.4/242.7 MB
 14%[======                                            ] 33.4/242.7 MB
 14%[======                                            ] 33.4/242.7 MB
 14%[======                                            ] 33.4/242.7 MB
 14%[======                                            ] 33.5/242.7 MB
 14%[======                                            ] 33.5/242.7 MB
 14%[======                                            ] 33.5/242.7 MB
 14%[======                                            ] 33.5/242.7 MB
 14%[======                                            ] 33.5/242.7 MB
 14%[======                                            ] 33.5/242.7 MB
 14%[======                                            ] 33.5/242.7 MB
 14%[======                                            ] 33.5/242.7 MB
 14%[======                                            ] 33.5/242.7 MB
 14%[======                                            ] 33.5/242.7 MB
 14%[======                                            ] 33.5/242.7 MB
 14%[======                                            ] 33.5/242.7 MB
 14%[======                                            ] 33.5/242.7 MB
 14%[======                                            ] 33.6/242.7 MB
 14%[======                                            ] 33.6/242.7 MB
 14%[======                                            ] 33.6/242.7 MB
 14%[======                                            ] 33.6/242.7 MB
 14%[======                                            ] 33.6/242.7 MB
 14%[======                                            ] 33.6/242.7 MB
 14%[======                                            ] 33.6/242.7 MB
 14%[======                                            ] 33.6/242.7 MB
 14%[======                                            ] 33.6/242.7 MB
 14%[======                                            ] 33.6/242.7 MB
 14%[======                                            ] 33.6/242.7 MB
 14%[======                                            ] 33.6/242.7 MB
 14%[======                                            ] 33.6/242.7 MB
 14%[======                                            ] 33.7/242.7 MB
 14%[======                                            ] 33.7/242.7 MB
 14%[======                                            ] 33.7/242.7 MB
 14%[======                                            ] 33.7/242.7 MB
 14%[======                                            ] 33.7/242.7 MB
 14%[======                                            ] 33.7/242.7 MB
 14%[======                                            ] 33.7/242.7 MB
 14%[======                                            ] 33.7/242.7 MB
 14%[======                                            ] 33.7/242.7 MB
 14%[======                                            ] 33.7/242.7 MB
 14%[======                                            ] 33.7/242.7 MB
 14%[======                                            ] 33.7/242.7 MB
 14%[======                                            ] 33.8/242.7 MB
 14%[======                                            ] 33.8/242.7 MB
 14%[======                                            ] 33.8/242.7 MB
 14%[======                                            ] 33.8/242.7 MB
 14%[======                                            ] 33.8/242.7 MB
 14%[======                                            ] 33.8/242.7 MB
 14%[======                                            ] 33.8/242.7 MB
 14%[======                                            ] 33.8/242.7 MB
 14%[======                                            ] 33.8/242.7 MB
 14%[======                                            ] 33.8/242.7 MB
 14%[======                                            ] 33.8/242.7 MB
 14%[======                                            ] 33.8/242.7 MB
 14%[======                                            ] 33.8/242.7 MB
 14%[======                                            ] 33.9/242.7 MB
 14%[======                                            ] 33.9/242.7 MB
 14%[======                                            ] 33.9/242.7 MB
 14%[======                                            ] 33.9/242.7 MB
 14%[======                                            ] 33.9/242.7 MB
 14%[======                                            ] 33.9/242.7 MB
 14%[======                                            ] 33.9/242.7 MB
 14%[======                                            ] 33.9/242.7 MB
 14%[======                                            ] 33.9/242.7 MB
 14%[======                                            ] 33.9/242.7 MB
 14%[======                                            ] 33.9/242.7 MB
 14%[======                                            ] 33.9/242.7 MB
 14%[======                                            ] 33.9/242.7 MB
 14%[======                                            ] 34.0/242.7 MB
 14%[======                                            ] 34.0/242.7 MB
 14%[======                                            ] 34.0/242.7 MB
 14%[=======                                           ] 34.0/242.7 MB
 14%[=======                                           ] 34.0/242.7 MB
 14%[=======                                           ] 34.0/242.7 MB
 14%[=======                                           ] 34.0/242.7 MB
 14%[=======                                           ] 34.0/242.7 MB
 14%[=======                                           ] 34.0/242.7 MB
 14%[=======                                           ] 34.0/242.7 MB
 14%[=======                                           ] 34.0/242.7 MB
 14%[=======                                           ] 34.0/242.7 MB
 14%[=======                                           ] 34.0/242.7 MB
 14%[=======                                           ] 34.1/242.7 MB
 14%[=======                                           ] 34.1/242.7 MB
 14%[=======                                           ] 34.1/242.7 MB
 14%[=======                                           ] 34.1/242.7 MB
 14%[=======                                           ] 34.1/242.7 MB
 14%[=======                                           ] 34.1/242.7 MB
 14%[=======                                           ] 34.1/242.7 MB
 14%[=======                                           ] 34.1/242.7 MB
 14%[=======                                           ] 34.1/242.7 MB
 14%[=======                                           ] 34.1/242.7 MB
 14%[=======                                           ] 34.1/242.7 MB
 14%[=======                                           ] 34.1/242.7 MB
 14%[=======                                           ] 34.1/242.7 MB
 14%[=======                                           ] 34.2/242.7 MB
 14%[=======                                           ] 34.2/242.7 MB
 14%[=======                                           ] 34.2/242.7 MB
 14%[=======                                           ] 34.2/242.7 MB
 14%[=======                                           ] 34.2/242.7 MB
 14%[=======                                           ] 34.2/242.7 MB
 14%[=======                                           ] 34.2/242.7 MB
 14%[=======                                           ] 34.2/242.7 MB
 14%[=======                                           ] 34.2/242.7 MB
 14%[=======                                           ] 34.2/242.7 MB
 14%[=======                                           ] 34.2/242.7 MB
 14%[=======                                           ] 34.2/242.7 MB
 14%[=======                                           ] 34.2/242.7 MB
 14%[=======                                           ] 34.3/242.7 MB
 14%[=======                                           ] 34.3/242.7 MB
 14%[=======                                           ] 34.3/242.7 MB
 14%[=======                                           ] 34.3/242.7 MB
 14%[=======                                           ] 34.3/242.7 MB
 14%[=======                                           ] 34.3/242.7 MB
 14%[=======                                           ] 34.3/242.7 MB
 14%[=======                                           ] 34.3/242.7 MB
 14%[=======                                           ] 34.3/242.7 MB
 14%[=======                                           ] 34.3/242.7 MB
 14%[=======                                           ] 34.3/242.7 MB
 14%[=======                                           ] 34.3/242.7 MB
 14%[=======                                           ] 34.4/242.7 MB
 14%[=======                                           ] 34.4/242.7 MB
 14%[=======                                           ] 34.4/242.7 MB
 14%[=======                                           ] 34.4/242.7 MB
 14%[=======                                           ] 34.4/242.7 MB
 14%[=======                                           ] 34.4/242.7 MB
 14%[=======                                           ] 34.4/242.7 MB
 14%[=======                                           ] 34.4/242.7 MB
 14%[=======                                           ] 34.4/242.7 MB
 14%[=======                                           ] 34.4/242.7 MB
 14%[=======                                           ] 34.4/242.7 MB
 14%[=======                                           ] 34.4/242.7 MB
 14%[=======                                           ] 34.4/242.7 MB
 14%[=======                                           ] 34.5/242.7 MB
 14%[=======                                           ] 34.5/242.7 MB
 14%[=======                                           ] 34.5/242.7 MB
 14%[=======                                           ] 34.5/242.7 MB
 14%[=======                                           ] 34.5/242.7 MB
 14%[=======                                           ] 34.5/242.7 MB
 14%[=======                                           ] 34.5/242.7 MB
 14%[=======                                           ] 34.5/242.7 MB
 14%[=======                                           ] 34.5/242.7 MB
 14%[=======                                           ] 34.5/242.7 MB
 14%[=======                                           ] 34.5/242.7 MB
 14%[=======                                           ] 34.5/242.7 MB
 14%[=======                                           ] 34.5/242.7 MB
 14%[=======                                           ] 34.6/242.7 MB
 14%[=======                                           ] 34.6/242.7 MB
 14%[=======                                           ] 34.6/242.7 MB
 14%[=======                                           ] 34.6/242.7 MB
 14%[=======                                           ] 34.6/242.7 MB
 14%[=======                                           ] 34.6/242.7 MB
 14%[=======                                           ] 34.6/242.7 MB
 14%[=======                                           ] 34.6/242.7 MB
 14%[=======                                           ] 34.6/242.7 MB
 14%[=======                                           ] 34.6/242.7 MB
 14%[=======                                           ] 34.6/242.7 MB
 14%[=======                                           ] 34.6/242.7 MB
 14%[=======                                           ] 34.6/242.7 MB
 14%[=======                                           ] 34.7/242.7 MB
 14%[=======                                           ] 34.7/242.7 MB
 14%[=======                                           ] 34.7/242.7 MB
 14%[=======                                           ] 34.7/242.7 MB
 14%[=======                                           ] 34.7/242.7 MB
 14%[=======                                           ] 34.7/242.7 MB
 14%[=======                                           ] 34.7/242.7 MB
 14%[=======                                           ] 34.7/242.7 MB
 14%[=======                                           ] 34.7/242.7 MB
 14%[=======                                           ] 34.7/242.7 MB
 14%[=======                                           ] 34.7/242.7 MB
 14%[=======                                           ] 34.7/242.7 MB
 14%[=======                                           ] 34.8/242.7 MB
 14%[=======                                           ] 34.8/242.7 MB
 14%[=======                                           ] 34.8/242.7 MB
 14%[=======                                           ] 34.8/242.7 MB
 14%[=======                                           ] 34.8/242.7 MB
 14%[=======                                           ] 34.8/242.7 MB
 14%[=======                                           ] 34.8/242.7 MB
 14%[=======                                           ] 34.8/242.7 MB
 14%[=======                                           ] 34.8/242.7 MB
 14%[=======                                           ] 34.8/242.7 MB
 14%[=======                                           ] 34.8/242.7 MB
 14%[=======                                           ] 34.8/242.7 MB
 14%[=======                                           ] 34.8/242.7 MB
 14%[=======                                           ] 34.9/242.7 MB
 14%[=======                                           ] 34.9/242.7 MB
 14%[=======                                           ] 34.9/242.7 MB
 14%[=======                                           ] 34.9/242.7 MB
 14%[=======                                           ] 34.9/242.7 MB
 14%[=======                                           ] 34.9/242.7 MB
 14%[=======                                           ] 34.9/242.7 MB
 14%[=======                                           ] 34.9/242.7 MB
 14%[=======                                           ] 34.9/242.7 MB
 14%[=======                                           ] 34.9/242.7 MB
 14%[=======                                           ] 34.9/242.7 MB
 14%[=======                                           ] 34.9/242.7 MB
 14%[=======                                           ] 34.9/242.7 MB
 14%[=======                                           ] 35.0/242.7 MB
 14%[=======                                           ] 35.0/242.7 MB
 14%[=======                                           ] 35.0/242.7 MB
 14%[=======                                           ] 35.0/242.7 MB
 14%[=======                                           ] 35.0/242.7 MB
 14%[=======                                           ] 35.0/242.7 MB
 14%[=======                                           ] 35.0/242.7 MB
 14%[=======                                           ] 35.0/242.7 MB
 14%[=======                                           ] 35.0/242.7 MB
 14%[=======                                           ] 35.0/242.7 MB
 14%[=======                                           ] 35.0/242.7 MB
 14%[=======                                           ] 35.0/242.7 MB
 14%[=======                                           ] 35.0/242.7 MB
 14%[=======                                           ] 35.1/242.7 MB
 14%[=======                                           ] 35.1/242.7 MB
 14%[=======                                           ] 35.1/242.7 MB
 14%[=======                                           ] 35.1/242.7 MB
 14%[=======                                           ] 35.1/242.7 MB
 14%[=======                                           ] 35.1/242.7 MB
 14%[=======                                           ] 35.1/242.7 MB
 14%[=======                                           ] 35.1/242.7 MB
 14%[=======                                           ] 35.1/242.7 MB
 14%[=======                                           ] 35.1/242.7 MB
 14%[=======                                           ] 35.1/242.7 MB
 14%[=======                                           ] 35.1/242.7 MB
 14%[=======                                           ] 35.1/242.7 MB
 14%[=======                                           ] 35.2/242.7 MB
 14%[=======                                           ] 35.2/242.7 MB
 14%[=======                                           ] 35.2/242.7 MB
 14%[=======                                           ] 35.2/242.7 MB
 14%[=======                                           ] 35.2/242.7 MB
 15%[=======                                           ] 35.2/242.7 MB
 15%[=======                                           ] 35.2/242.7 MB
 15%[=======                                           ] 35.2/242.7 MB
 15%[=======                                           ] 35.2/242.7 MB
 15%[=======                                           ] 35.2/242.7 MB
 15%[=======                                           ] 35.2/242.7 MB
 15%[=======                                           ] 35.2/242.7 MB
 15%[=======                                           ] 35.2/242.7 MB
 15%[=======                                           ] 35.3/242.7 MB
 15%[=======                                           ] 35.3/242.7 MB
 15%[=======                                           ] 35.3/242.7 MB
 15%[=======                                           ] 35.3/242.7 MB
 15%[=======                                           ] 35.3/242.7 MB
 15%[=======                                           ] 35.3/242.7 MB
 15%[=======                                           ] 35.3/242.7 MB
 15%[=======                                           ] 35.3/242.7 MB
 15%[=======                                           ] 35.3/242.7 MB
 15%[=======                                           ] 35.3/242.7 MB
 15%[=======                                           ] 35.3/242.7 MB
 15%[=======                                           ] 35.3/242.7 MB
 15%[=======                                           ] 35.4/242.7 MB
 15%[=======                                           ] 35.4/242.7 MB
 15%[=======                                           ] 35.4/242.7 MB
 15%[=======                                           ] 35.4/242.7 MB
 15%[=======                                           ] 35.4/242.7 MB
 15%[=======                                           ] 35.4/242.7 MB
 15%[=======                                           ] 35.4/242.7 MB
 15%[=======                                           ] 35.4/242.7 MB
 15%[=======                                           ] 35.4/242.7 MB
 15%[=======                                           ] 35.4/242.7 MB
 15%[=======                                           ] 35.4/242.7 MB
 15%[=======                                           ] 35.4/242.7 MB
 15%[=======                                           ] 35.4/242.7 MB
 15%[=======                                           ] 35.5/242.7 MB
 15%[=======                                           ] 35.5/242.7 MB
 15%[=======                                           ] 35.5/242.7 MB
 15%[=======                                           ] 35.5/242.7 MB
 15%[=======                                           ] 35.5/242.7 MB
 15%[=======                                           ] 35.5/242.7 MB
 15%[=======                                           ] 35.5/242.7 MB
 15%[=======                                           ] 35.5/242.7 MB
 15%[=======                                           ] 35.5/242.7 MB
 15%[=======                                           ] 35.5/242.7 MB
 15%[=======                                           ] 35.5/242.7 MB
 15%[=======                                           ] 35.5/242.7 MB
 15%[=======                                           ] 35.5/242.7 MB
 15%[=======                                           ] 35.6/242.7 MB
 15%[=======                                           ] 35.6/242.7 MB
 15%[=======                                           ] 35.6/242.7 MB
 15%[=======                                           ] 35.6/242.7 MB
 15%[=======                                           ] 35.6/242.7 MB
 15%[=======                                           ] 35.6/242.7 MB
 15%[=======                                           ] 35.6/242.7 MB
 15%[=======                                           ] 35.6/242.7 MB
 15%[=======                                           ] 35.6/242.7 MB
 15%[=======                                           ] 35.6/242.7 MB
 15%[=======                                           ] 35.6/242.7 MB
 15%[=======                                           ] 35.6/242.7 MB
 15%[=======                                           ] 35.6/242.7 MB
 15%[=======                                           ] 35.7/242.7 MB
 15%[=======                                           ] 35.7/242.7 MB
 15%[=======                                           ] 35.7/242.7 MB
 15%[=======                                           ] 35.7/242.7 MB
 15%[=======                                           ] 35.7/242.7 MB
 15%[=======                                           ] 35.7/242.7 MB
 15%[=======                                           ] 35.7/242.7 MB
 15%[=======                                           ] 35.7/242.7 MB
 15%[=======                                           ] 35.7/242.7 MB
 15%[=======                                           ] 35.7/242.7 MB
 15%[=======                                           ] 35.7/242.7 MB
 15%[=======                                           ] 35.7/242.7 MB
 15%[=======                                           ] 35.8/242.7 MB
 15%[=======                                           ] 35.8/242.7 MB
 15%[=======                                           ] 35.8/242.7 MB
 15%[=======                                           ] 35.8/242.7 MB
 15%[=======                                           ] 35.8/242.7 MB
 15%[=======                                           ] 35.8/242.7 MB
 15%[=======                                           ] 35.8/242.7 MB
 15%[=======                                           ] 35.8/242.7 MB
 15%[=======                                           ] 35.8/242.7 MB
 15%[=======                                           ] 35.8/242.7 MB
 15%[=======                                           ] 35.8/242.7 MB
 15%[=======                                           ] 35.8/242.7 MB
 15%[=======                                           ] 35.8/242.7 MB
 15%[=======                                           ] 35.9/242.7 MB
 15%[=======                                           ] 35.9/242.7 MB
 15%[=======                                           ] 35.9/242.7 MB
 15%[=======                                           ] 35.9/242.7 MB
 15%[=======                                           ] 35.9/242.7 MB
 15%[=======                                           ] 35.9/242.7 MB
 15%[=======                                           ] 35.9/242.7 MB
 15%[=======                                           ] 35.9/242.7 MB
 15%[=======                                           ] 35.9/242.7 MB
 15%[=======                                           ] 35.9/242.7 MB
 15%[=======                                           ] 35.9/242.7 MB
 15%[=======                                           ] 35.9/242.7 MB
 15%[=======                                           ] 35.9/242.7 MB
 15%[=======                                           ] 36.0/242.7 MB
 15%[=======                                           ] 36.0/242.7 MB
 15%[=======                                           ] 36.0/242.7 MB
 15%[=======                                           ] 36.0/242.7 MB
 15%[=======                                           ] 36.0/242.7 MB
 15%[=======                                           ] 36.0/242.7 MB
 15%[=======                                           ] 36.0/242.7 MB
 15%[=======                                           ] 36.0/242.7 MB
 15%[=======                                           ] 36.0/242.7 MB
 15%[=======                                           ] 36.0/242.7 MB
 15%[=======                                           ] 36.0/242.7 MB
 15%[=======                                           ] 36.0/242.7 MB
 15%[=======                                           ] 36.0/242.7 MB
 15%[=======                                           ] 36.1/242.7 MB
 15%[=======                                           ] 36.1/242.7 MB
 15%[=======                                           ] 36.1/242.7 MB
 15%[=======                                           ] 36.1/242.7 MB
 15%[=======                                           ] 36.1/242.7 MB
 15%[=======                                           ] 36.1/242.7 MB
 15%[=======                                           ] 36.1/242.7 MB
 15%[=======                                           ] 36.1/242.7 MB
 15%[=======                                           ] 36.1/242.7 MB
 15%[=======                                           ] 36.1/242.7 MB
 15%[=======                                           ] 36.1/242.7 MB
 15%[=======                                           ] 36.1/242.7 MB
 15%[=======                                           ] 36.1/242.7 MB
 15%[=======                                           ] 36.2/242.7 MB
 15%[=======                                           ] 36.2/242.7 MB
 15%[=======                                           ] 36.2/242.7 MB
 15%[=======                                           ] 36.2/242.7 MB
 15%[=======                                           ] 36.2/242.7 MB
 15%[=======                                           ] 36.2/242.7 MB
 15%[=======                                           ] 36.2/242.7 MB
 15%[=======                                           ] 36.2/242.7 MB
 15%[=======                                           ] 36.2/242.7 MB
 15%[=======                                           ] 36.2/242.7 MB
 15%[=======                                           ] 36.2/242.7 MB
 15%[=======                                           ] 36.2/242.7 MB
 15%[=======                                           ] 36.2/242.7 MB
 15%[=======                                           ] 36.3/242.7 MB
 15%[=======                                           ] 36.3/242.7 MB
 15%[=======                                           ] 36.3/242.7 MB
 15%[=======                                           ] 36.3/242.7 MB
 15%[=======                                           ] 36.3/242.7 MB
 15%[=======                                           ] 36.3/242.7 MB
 15%[=======                                           ] 36.3/242.7 MB
 15%[=======                                           ] 36.3/242.7 MB
 15%[=======                                           ] 36.3/242.7 MB
 15%[=======                                           ] 36.3/242.7 MB
 15%[=======                                           ] 36.3/242.7 MB
 15%[=======                                           ] 36.3/242.7 MB
 15%[=======                                           ] 36.4/242.7 MB
 15%[=======                                           ] 36.4/242.7 MB
 15%[=======                                           ] 36.4/242.7 MB
 15%[=======                                           ] 36.4/242.7 MB
 15%[=======                                           ] 36.4/242.7 MB
 15%[=======                                           ] 36.4/242.7 MB
 15%[=======                                           ] 36.4/242.7 MB
 15%[=======                                           ] 36.4/242.7 MB
 15%[=======                                           ] 36.4/242.7 MB
 15%[=======                                           ] 36.4/242.7 MB
 15%[=======                                           ] 36.4/242.7 MB
 15%[=======                                           ] 36.4/242.7 MB
 15%[=======                                           ] 36.4/242.7 MB
 15%[=======                                           ] 36.5/242.7 MB
 15%[=======                                           ] 36.5/242.7 MB
 15%[=======                                           ] 36.5/242.7 MB
 15%[=======                                           ] 36.5/242.7 MB
 15%[=======                                           ] 36.5/242.7 MB
 15%[=======                                           ] 36.5/242.7 MB
 15%[=======                                           ] 36.5/242.7 MB
 15%[=======                                           ] 36.5/242.7 MB
 15%[=======                                           ] 36.5/242.7 MB
 15%[=======                                           ] 36.5/242.7 MB
 15%[=======                                           ] 36.5/242.7 MB
 15%[=======                                           ] 36.5/242.7 MB
 15%[=======                                           ] 36.5/242.7 MB
 15%[=======                                           ] 36.6/242.7 MB
 15%[=======                                           ] 36.6/242.7 MB
 15%[=======                                           ] 36.6/242.7 MB
 15%[=======                                           ] 36.6/242.7 MB
 15%[=======                                           ] 36.6/242.7 MB
 15%[=======                                           ] 36.6/242.7 MB
 15%[=======                                           ] 36.6/242.7 MB
 15%[=======                                           ] 36.6/242.7 MB
 15%[=======                                           ] 36.6/242.7 MB
 15%[=======                                           ] 36.6/242.7 MB
 15%[=======                                           ] 36.6/242.7 MB
 15%[=======                                           ] 36.6/242.7 MB
 15%[=======                                           ] 36.6/242.7 MB
 15%[=======                                           ] 36.7/242.7 MB
 15%[=======                                           ] 36.7/242.7 MB
 15%[=======                                           ] 36.7/242.7 MB
 15%[=======                                           ] 36.7/242.7 MB
 15%[=======                                           ] 36.7/242.7 MB
 15%[=======                                           ] 36.7/242.7 MB
 15%[=======                                           ] 36.7/242.7 MB
 15%[=======                                           ] 36.7/242.7 MB
 15%[=======                                           ] 36.7/242.7 MB
 15%[=======                                           ] 36.7/242.7 MB
 15%[=======                                           ] 36.7/242.7 MB
 15%[=======                                           ] 36.7/242.7 MB
 15%[=======                                           ] 36.8/242.7 MB
 15%[=======                                           ] 36.8/242.7 MB
 15%[=======                                           ] 36.8/242.7 MB
 15%[=======                                           ] 36.8/242.7 MB
 15%[=======                                           ] 36.8/242.7 MB
 15%[=======                                           ] 36.8/242.7 MB
 15%[=======                                           ] 36.8/242.7 MB
 15%[=======                                           ] 36.8/242.7 MB
 15%[=======                                           ] 36.8/242.7 MB
 15%[=======                                           ] 36.8/242.7 MB
 15%[=======                                           ] 36.8/242.7 MB
 15%[=======                                           ] 36.8/242.7 MB
 15%[=======                                           ] 36.8/242.7 MB
 15%[=======                                           ] 36.9/242.7 MB
 15%[=======                                           ] 36.9/242.7 MB
 15%[=======                                           ] 36.9/242.7 MB
 15%[=======                                           ] 36.9/242.7 MB
 15%[=======                                           ] 36.9/242.7 MB
 15%[=======                                           ] 36.9/242.7 MB
 15%[=======                                           ] 36.9/242.7 MB
 15%[=======                                           ] 36.9/242.7 MB
 15%[=======                                           ] 36.9/242.7 MB
 15%[=======                                           ] 36.9/242.7 MB
 15%[=======                                           ] 36.9/242.7 MB
 15%[=======                                           ] 36.9/242.7 MB
 15%[=======                                           ] 36.9/242.7 MB
 15%[=======                                           ] 37.0/242.7 MB
 15%[=======                                           ] 37.0/242.7 MB
 15%[=======                                           ] 37.0/242.7 MB
 15%[=======                                           ] 37.0/242.7 MB
 15%[=======                                           ] 37.0/242.7 MB
 15%[=======                                           ] 37.0/242.7 MB
 15%[=======                                           ] 37.0/242.7 MB
 15%[=======                                           ] 37.0/242.7 MB
 15%[=======                                           ] 37.0/242.7 MB
 15%[=======                                           ] 37.0/242.7 MB
 15%[=======                                           ] 37.0/242.7 MB
 15%[=======                                           ] 37.0/242.7 MB
 15%[=======                                           ] 37.0/242.7 MB
 15%[=======                                           ] 37.1/242.7 MB
 15%[=======                                           ] 37.1/242.7 MB
 15%[=======                                           ] 37.1/242.7 MB
 15%[=======                                           ] 37.1/242.7 MB
 15%[=======                                           ] 37.1/242.7 MB
 15%[=======                                           ] 37.1/242.7 MB
 15%[=======                                           ] 37.1/242.7 MB
 15%[=======                                           ] 37.1/242.7 MB
 15%[=======                                           ] 37.1/242.7 MB
 15%[=======                                           ] 37.1/242.7 MB
 15%[=======                                           ] 37.1/242.7 MB
 15%[=======                                           ] 37.1/242.7 MB
 15%[=======                                           ] 37.1/242.7 MB
 15%[=======                                           ] 37.2/242.7 MB
 15%[=======                                           ] 37.2/242.7 MB
 15%[=======                                           ] 37.2/242.7 MB
 15%[=======                                           ] 37.2/242.7 MB
 15%[=======                                           ] 37.2/242.7 MB
 15%[=======                                           ] 37.2/242.7 MB
 15%[=======                                           ] 37.2/242.7 MB
 15%[=======                                           ] 37.2/242.7 MB
 15%[=======                                           ] 37.2/242.7 MB
 15%[=======                                           ] 37.2/242.7 MB
 15%[=======                                           ] 37.2/242.7 MB
 15%[=======                                           ] 37.2/242.7 MB
 15%[=======                                           ] 37.2/242.7 MB
 15%[=======                                           ] 37.3/242.7 MB
 15%[=======                                           ] 37.3/242.7 MB
 15%[=======                                           ] 37.3/242.7 MB
 15%[=======                                           ] 37.3/242.7 MB
 15%[=======                                           ] 37.3/242.7 MB
 15%[=======                                           ] 37.3/242.7 MB
 15%[=======                                           ] 37.3/242.7 MB
 15%[=======                                           ] 37.3/242.7 MB
 15%[=======                                           ] 37.3/242.7 MB
 15%[=======                                           ] 37.3/242.7 MB
 15%[=======                                           ] 37.3/242.7 MB
 15%[=======                                           ] 37.3/242.7 MB
 15%[=======                                           ] 37.4/242.7 MB
 15%[=======                                           ] 37.4/242.7 MB
 15%[=======                                           ] 37.4/242.7 MB
 15%[=======                                           ] 37.4/242.7 MB
 15%[=======                                           ] 37.4/242.7 MB
 15%[=======                                           ] 37.4/242.7 MB
 15%[=======                                           ] 37.4/242.7 MB
 15%[=======                                           ] 37.4/242.7 MB
 15%[=======                                           ] 37.4/242.7 MB
 15%[=======                                           ] 37.4/242.7 MB
 15%[=======                                           ] 37.4/242.7 MB
 15%[=======                                           ] 37.4/242.7 MB
 15%[=======                                           ] 37.4/242.7 MB
 15%[=======                                           ] 37.5/242.7 MB
 15%[=======                                           ] 37.5/242.7 MB
 15%[=======                                           ] 37.5/242.7 MB
 15%[=======                                           ] 37.5/242.7 MB
 15%[=======                                           ] 37.5/242.7 MB
 15%[=======                                           ] 37.5/242.7 MB
 15%[=======                                           ] 37.5/242.7 MB
 15%[=======                                           ] 37.5/242.7 MB
 15%[=======                                           ] 37.5/242.7 MB
 15%[=======                                           ] 37.5/242.7 MB
 15%[=======                                           ] 37.5/242.7 MB
 15%[=======                                           ] 37.5/242.7 MB
 15%[=======                                           ] 37.5/242.7 MB
 15%[=======                                           ] 37.6/242.7 MB
 15%[=======                                           ] 37.6/242.7 MB
 15%[=======                                           ] 37.6/242.7 MB
 15%[=======                                           ] 37.6/242.7 MB
 15%[=======                                           ] 37.6/242.7 MB
 15%[=======                                           ] 37.6/242.7 MB
 15%[=======                                           ] 37.6/242.7 MB
 15%[=======                                           ] 37.6/242.7 MB
 16%[=======                                           ] 37.6/242.7 MB
 16%[=======                                           ] 37.6/242.7 MB
 16%[=======                                           ] 37.6/242.7 MB
 16%[=======                                           ] 37.6/242.7 MB
 16%[=======                                           ] 37.6/242.7 MB
 16%[=======                                           ] 37.7/242.7 MB
 16%[=======                                           ] 37.7/242.7 MB
 16%[=======                                           ] 37.7/242.7 MB
 16%[=======                                           ] 37.7/242.7 MB
 16%[=======                                           ] 37.7/242.7 MB
 16%[=======                                           ] 37.7/242.7 MB
 16%[=======                                           ] 37.7/242.7 MB
 16%[=======                                           ] 37.7/242.7 MB
 16%[=======                                           ] 37.7/242.7 MB
 16%[=======                                           ] 37.7/242.7 MB
 16%[=======                                           ] 37.7/242.7 MB
 16%[=======                                           ] 37.7/242.7 MB
 16%[=======                                           ] 37.8/242.7 MB
 16%[=======                                           ] 37.8/242.7 MB
 16%[=======                                           ] 37.8/242.7 MB
 16%[=======                                           ] 37.8/242.7 MB
 16%[=======                                           ] 37.8/242.7 MB
 16%[=======                                           ] 37.8/242.7 MB
 16%[=======                                           ] 37.8/242.7 MB
 16%[=======                                           ] 37.8/242.7 MB
 16%[=======                                           ] 37.8/242.7 MB
 16%[=======                                           ] 37.8/242.7 MB
 16%[=======                                           ] 37.8/242.7 MB
 16%[=======                                           ] 37.8/242.7 MB
 16%[=======                                           ] 37.8/242.7 MB
 16%[=======                                           ] 37.9/242.7 MB
 16%[=======                                           ] 37.9/242.7 MB
 16%[=======                                           ] 37.9/242.7 MB
 16%[=======                                           ] 37.9/242.7 MB
 16%[=======                                           ] 37.9/242.7 MB
 16%[=======                                           ] 37.9/242.7 MB
 16%[=======                                           ] 37.9/242.7 MB
 16%[=======                                           ] 37.9/242.7 MB
 16%[=======                                           ] 37.9/242.7 MB
 16%[=======                                           ] 37.9/242.7 MB
 16%[=======                                           ] 37.9/242.7 MB
 16%[=======                                           ] 37.9/242.7 MB
 16%[=======                                           ] 37.9/242.7 MB
 16%[=======                                           ] 38.0/242.7 MB
 16%[=======                                           ] 38.0/242.7 MB
 16%[=======                                           ] 38.0/242.7 MB
 16%[=======                                           ] 38.0/242.7 MB
 16%[=======                                           ] 38.0/242.7 MB
 16%[=======                                           ] 38.0/242.7 MB
 16%[=======                                           ] 38.0/242.7 MB
 16%[=======                                           ] 38.0/242.7 MB
 16%[=======                                           ] 38.0/242.7 MB
 16%[=======                                           ] 38.0/242.7 MB
 16%[=======                                           ] 38.0/242.7 MB
 16%[=======                                           ] 38.0/242.7 MB
 16%[=======                                           ] 38.0/242.7 MB
 16%[=======                                           ] 38.1/242.7 MB
 16%[=======                                           ] 38.1/242.7 MB
 16%[=======                                           ] 38.1/242.7 MB
 16%[=======                                           ] 38.1/242.7 MB
 16%[=======                                           ] 38.1/242.7 MB
 16%[=======                                           ] 38.1/242.7 MB
 16%[=======                                           ] 38.1/242.7 MB
 16%[=======                                           ] 38.1/242.7 MB
 16%[=======                                           ] 38.1/242.7 MB
 16%[=======                                           ] 38.1/242.7 MB
 16%[=======                                           ] 38.1/242.7 MB
 16%[=======                                           ] 38.1/242.7 MB
 16%[=======                                           ] 38.1/242.7 MB
 16%[=======                                           ] 38.2/242.7 MB
 16%[=======                                           ] 38.2/242.7 MB
 16%[=======                                           ] 38.2/242.7 MB
 16%[=======                                           ] 38.2/242.7 MB
 16%[=======                                           ] 38.2/242.7 MB
 16%[=======                                           ] 38.2/242.7 MB
 16%[=======                                           ] 38.2/242.7 MB
 16%[=======                                           ] 38.2/242.7 MB
 16%[=======                                           ] 38.2/242.7 MB
 16%[=======                                           ] 38.2/242.7 MB
 16%[=======                                           ] 38.2/242.7 MB
 16%[=======                                           ] 38.2/242.7 MB
 16%[=======                                           ] 38.2/242.7 MB
 16%[=======                                           ] 38.3/242.7 MB
 16%[=======                                           ] 38.3/242.7 MB
 16%[=======                                           ] 38.3/242.7 MB
 16%[=======                                           ] 38.3/242.7 MB
 16%[=======                                           ] 38.3/242.7 MB
 16%[=======                                           ] 38.3/242.7 MB
 16%[=======                                           ] 38.3/242.7 MB
 16%[=======                                           ] 38.3/242.7 MB
 16%[=======                                           ] 38.3/242.7 MB
 16%[=======                                           ] 38.3/242.7 MB
 16%[=======                                           ] 38.3/242.7 MB
 16%[=======                                           ] 38.3/242.7 MB
 16%[=======                                           ] 38.4/242.7 MB
 16%[=======                                           ] 38.4/242.7 MB
 16%[=======                                           ] 38.4/242.7 MB
 16%[=======                                           ] 38.4/242.7 MB
 16%[=======                                           ] 38.4/242.7 MB
 16%[=======                                           ] 38.4/242.7 MB
 16%[=======                                           ] 38.4/242.7 MB
 16%[=======                                           ] 38.4/242.7 MB
 16%[=======                                           ] 38.4/242.7 MB
 16%[=======                                           ] 38.4/242.7 MB
 16%[=======                                           ] 38.4/242.7 MB
 16%[=======                                           ] 38.4/242.7 MB
 16%[=======                                           ] 38.4/242.7 MB
 16%[=======                                           ] 38.5/242.7 MB
 16%[=======                                           ] 38.5/242.7 MB
 16%[=======                                           ] 38.5/242.7 MB
 16%[=======                                           ] 38.5/242.7 MB
 16%[=======                                           ] 38.5/242.7 MB
 16%[=======                                           ] 38.5/242.7 MB
 16%[=======                                           ] 38.5/242.7 MB
 16%[=======                                           ] 38.5/242.7 MB
 16%[=======                                           ] 38.5/242.7 MB
 16%[=======                                           ] 38.5/242.7 MB
 16%[=======                                           ] 38.5/242.7 MB
 16%[=======                                           ] 38.5/242.7 MB
 16%[=======                                           ] 38.5/242.7 MB
 16%[=======                                           ] 38.6/242.7 MB
 16%[=======                                           ] 38.6/242.7 MB
 16%[=======                                           ] 38.6/242.7 MB
 16%[=======                                           ] 38.6/242.7 MB
 16%[=======                                           ] 38.6/242.7 MB
 16%[=======                                           ] 38.6/242.7 MB
 16%[=======                                           ] 38.6/242.7 MB
 16%[=======                                           ] 38.6/242.7 MB
 16%[=======                                           ] 38.6/242.7 MB
 16%[=======                                           ] 38.6/242.7 MB
 16%[=======                                           ] 38.6/242.7 MB
 16%[=======                                           ] 38.6/242.7 MB
 16%[=======                                           ] 38.6/242.7 MB
 16%[=======                                           ] 38.7/242.7 MB
 16%[=======                                           ] 38.7/242.7 MB
 16%[=======                                           ] 38.7/242.7 MB
 16%[=======                                           ] 38.7/242.7 MB
 16%[=======                                           ] 38.7/242.7 MB
 16%[=======                                           ] 38.7/242.7 MB
 16%[=======                                           ] 38.7/242.7 MB
 16%[=======                                           ] 38.7/242.7 MB
 16%[=======                                           ] 38.7/242.7 MB
 16%[=======                                           ] 38.7/242.7 MB
 16%[=======                                           ] 38.7/242.7 MB
 16%[=======                                           ] 38.7/242.7 MB
 16%[=======                                           ] 38.8/242.7 MB
 16%[=======                                           ] 38.8/242.7 MB
 16%[=======                                           ] 38.8/242.7 MB
 16%[=======                                           ] 38.8/242.7 MB
 16%[=======                                           ] 38.8/242.7 MB
 16%[=======                                           ] 38.8/242.7 MB
 16%[=======                                           ] 38.8/242.7 MB
 16%[=======                                           ] 38.8/242.7 MB
 16%[=======                                           ] 38.8/242.7 MB
 16%[=======                                           ] 38.8/242.7 MB
 16%[=======                                           ] 38.8/242.7 MB
 16%[========                                          ] 38.8/242.7 MB
 16%[========                                          ] 38.8/242.7 MB
 16%[========                                          ] 38.9/242.7 MB
 16%[========                                          ] 38.9/242.7 MB
 16%[========                                          ] 38.9/242.7 MB
 16%[========                                          ] 38.9/242.7 MB
 16%[========                                          ] 38.9/242.7 MB
 16%[========                                          ] 38.9/242.7 MB
 16%[========                                          ] 38.9/242.7 MB
 16%[========                                          ] 38.9/242.7 MB
 16%[========                                          ] 38.9/242.7 MB
 16%[========                                          ] 38.9/242.7 MB
 16%[========                                          ] 38.9/242.7 MB
 16%[========                                          ] 38.9/242.7 MB
 16%[========                                          ] 38.9/242.7 MB
 16%[========                                          ] 39.0/242.7 MB
 16%[========                                          ] 39.0/242.7 MB
 16%[========                                          ] 39.0/242.7 MB
 16%[========                                          ] 39.0/242.7 MB
 16%[========                                          ] 39.0/242.7 MB
 16%[========                                          ] 39.0/242.7 MB
 16%[========                                          ] 39.0/242.7 MB
 16%[========                                          ] 39.0/242.7 MB
 16%[========                                          ] 39.0/242.7 MB
 16%[========                                          ] 39.0/242.7 MB
 16%[========                                          ] 39.0/242.7 MB
 16%[========                                          ] 39.0/242.7 MB
 16%[========                                          ] 39.0/242.7 MB
 16%[========                                          ] 39.1/242.7 MB
 16%[========                                          ] 39.1/242.7 MB
 16%[========                                          ] 39.1/242.7 MB
 16%[========                                          ] 39.1/242.7 MB
 16%[========                                          ] 39.1/242.7 MB
 16%[========                                          ] 39.1/242.7 MB
 16%[========                                          ] 39.1/242.7 MB
 16%[========                                          ] 39.1/242.7 MB
 16%[========                                          ] 39.1/242.7 MB
 16%[========                                          ] 39.1/242.7 MB
 16%[========                                          ] 39.1/242.7 MB
 16%[========                                          ] 39.1/242.7 MB
 16%[========                                          ] 39.1/242.7 MB
 16%[========                                          ] 39.2/242.7 MB
 16%[========                                          ] 39.2/242.7 MB
 16%[========                                          ] 39.2/242.7 MB
 16%[========                                          ] 39.2/242.7 MB
 16%[========                                          ] 39.2/242.7 MB
 16%[========                                          ] 39.2/242.7 MB
 16%[========                                          ] 39.2/242.7 MB
 16%[========                                          ] 39.2/242.7 MB
 16%[========                                          ] 39.2/242.7 MB
 16%[========                                          ] 39.2/242.7 MB
 16%[========                                          ] 39.2/242.7 MB
 16%[========                                          ] 39.2/242.7 MB
 16%[========                                          ] 39.2/242.7 MB
 16%[========                                          ] 39.3/242.7 MB
 16%[========                                          ] 39.3/242.7 MB
 16%[========                                          ] 39.3/242.7 MB
 16%[========                                          ] 39.3/242.7 MB
 16%[========                                          ] 39.3/242.7 MB
 16%[========                                          ] 39.3/242.7 MB
 16%[========                                          ] 39.3/242.7 MB
 16%[========                                          ] 39.3/242.7 MB
 16%[========                                          ] 39.3/242.7 MB
 16%[========                                          ] 39.3/242.7 MB
 16%[========                                          ] 39.3/242.7 MB
 16%[========                                          ] 39.3/242.7 MB
 16%[========                                          ] 39.4/242.7 MB
 16%[========                                          ] 39.4/242.7 MB
 16%[========                                          ] 39.4/242.7 MB
 16%[========                                          ] 39.4/242.7 MB
 16%[========                                          ] 39.4/242.7 MB
 16%[========                                          ] 39.4/242.7 MB
 16%[========                                          ] 39.4/242.7 MB
 16%[========                                          ] 39.4/242.7 MB
 16%[========                                          ] 39.4/242.7 MB
 16%[========                                          ] 39.4/242.7 MB
 16%[========                                          ] 39.4/242.7 MB
 16%[========                                          ] 39.4/242.7 MB
 16%[========                                          ] 39.4/242.7 MB
 16%[========                                          ] 39.5/242.7 MB
 16%[========                                          ] 39.5/242.7 MB
 16%[========                                          ] 39.5/242.7 MB
 16%[========                                          ] 39.5/242.7 MB
 16%[========                                          ] 39.5/242.7 MB
 16%[========                                          ] 39.5/242.7 MB
 16%[========                                          ] 39.5/242.7 MB
 16%[========                                          ] 39.5/242.7 MB
 16%[========                                          ] 39.5/242.7 MB
 16%[========                                          ] 39.5/242.7 MB
 16%[========                                          ] 39.5/242.7 MB
 16%[========                                          ] 39.5/242.7 MB
 16%[========                                          ] 39.5/242.7 MB
 16%[========                                          ] 39.6/242.7 MB
 16%[========                                          ] 39.6/242.7 MB
 16%[========                                          ] 39.6/242.7 MB
 16%[========                                          ] 39.6/242.7 MB
 16%[========                                          ] 39.6/242.7 MB
 16%[========                                          ] 39.6/242.7 MB
 16%[========                                          ] 39.6/242.7 MB
 16%[========                                          ] 39.6/242.7 MB
 16%[========                                          ] 39.6/242.7 MB
 16%[========                                          ] 39.6/242.7 MB
 16%[========                                          ] 39.6/242.7 MB
 16%[========                                          ] 39.6/242.7 MB
 16%[========                                          ] 39.6/242.7 MB
 16%[========                                          ] 39.7/242.7 MB
 16%[========                                          ] 39.7/242.7 MB
 16%[========                                          ] 39.7/242.7 MB
 16%[========                                          ] 39.7/242.7 MB
 16%[========                                          ] 39.7/242.7 MB
 16%[========                                          ] 39.7/242.7 MB
 16%[========                                          ] 39.7/242.7 MB
 16%[========                                          ] 39.7/242.7 MB
 16%[========                                          ] 39.7/242.7 MB
 16%[========                                          ] 39.7/242.7 MB
 16%[========                                          ] 39.7/242.7 MB
 16%[========                                          ] 39.7/242.7 MB
 16%[========                                          ] 39.8/242.7 MB
 16%[========                                          ] 39.8/242.7 MB
 16%[========                                          ] 39.8/242.7 MB
 16%[========                                          ] 39.8/242.7 MB
 16%[========                                          ] 39.8/242.7 MB
 16%[========                                          ] 39.8/242.7 MB
 16%[========                                          ] 39.8/242.7 MB
 16%[========                                          ] 39.8/242.7 MB
 16%[========                                          ] 39.8/242.7 MB
 16%[========                                          ] 39.8/242.7 MB
 16%[========                                          ] 39.8/242.7 MB
 16%[========                                          ] 39.8/242.7 MB
 16%[========                                          ] 39.8/242.7 MB
 16%[========                                          ] 39.9/242.7 MB
 16%[========                                          ] 39.9/242.7 MB
 16%[========                                          ] 39.9/242.7 MB
 16%[========                                          ] 39.9/242.7 MB
 16%[========                                          ] 39.9/242.7 MB
 16%[========                                          ] 39.9/242.7 MB
 16%[========                                          ] 39.9/242.7 MB
 16%[========                                          ] 39.9/242.7 MB
 16%[========                                          ] 39.9/242.7 MB
 16%[========                                          ] 39.9/242.7 MB
 16%[========                                          ] 39.9/242.7 MB
 16%[========                                          ] 39.9/242.7 MB
 16%[========                                          ] 39.9/242.7 MB
 16%[========                                          ] 40.0/242.7 MB
 16%[========                                          ] 40.0/242.7 MB
 16%[========                                          ] 40.0/242.7 MB
 16%[========                                          ] 40.0/242.7 MB
 16%[========                                          ] 40.0/242.7 MB
 16%[========                                          ] 40.0/242.7 MB
 16%[========                                          ] 40.0/242.7 MB
 16%[========                                          ] 40.0/242.7 MB
 16%[========                                          ] 40.0/242.7 MB
 16%[========                                          ] 40.0/242.7 MB
 16%[========                                          ] 40.0/242.7 MB
 16%[========                                          ] 40.0/242.7 MB
 17%[========                                          ] 40.0/242.7 MB
 17%[========                                          ] 40.1/242.7 MB
 17%[========                                          ] 40.1/242.7 MB
 17%[========                                          ] 40.1/242.7 MB
 17%[========                                          ] 40.1/242.7 MB
 17%[========                                          ] 40.1/242.7 MB
 17%[========                                          ] 40.1/242.7 MB
 17%[========                                          ] 40.1/242.7 MB
 17%[========                                          ] 40.1/242.7 MB
 17%[========                                          ] 40.1/242.7 MB
 17%[========                                          ] 40.1/242.7 MB
 17%[========                                          ] 40.1/242.7 MB
 17%[========                                          ] 40.1/242.7 MB
 17%[========                                          ] 40.1/242.7 MB
 17%[========                                          ] 40.2/242.7 MB
 17%[========                                          ] 40.2/242.7 MB
 17%[========                                          ] 40.2/242.7 MB
 17%[========                                          ] 40.2/242.7 MB
 17%[========                                          ] 40.2/242.7 MB
 17%[========                                          ] 40.2/242.7 MB
 17%[========                                          ] 40.2/242.7 MB
 17%[========                                          ] 40.2/242.7 MB
 17%[========                                          ] 40.2/242.7 MB
 17%[========                                          ] 40.2/242.7 MB
 17%[========                                          ] 40.2/242.7 MB
 17%[========                                          ] 40.2/242.7 MB
 17%[========                                          ] 40.2/242.7 MB
 17%[========                                          ] 40.3/242.7 MB
 17%[========                                          ] 40.3/242.7 MB
 17%[========                                          ] 40.3/242.7 MB
 17%[========                                          ] 40.3/242.7 MB
 17%[========                                          ] 40.3/242.7 MB
 17%[========                                          ] 40.3/242.7 MB
 17%[========                                          ] 40.3/242.7 MB
 17%[========                                          ] 40.3/242.7 MB
 17%[========                                          ] 40.3/242.7 MB
 17%[========                                          ] 40.3/242.7 MB
 17%[========                                          ] 40.3/242.7 MB
 17%[========                                          ] 40.3/242.7 MB
 17%[========                                          ] 40.4/242.7 MB
 17%[========                                          ] 40.4/242.7 MB
 17%[========                                          ] 40.4/242.7 MB
 17%[========                                          ] 40.4/242.7 MB
 17%[========                                          ] 40.4/242.7 MB
 17%[========                                          ] 40.4/242.7 MB
 17%[========                                          ] 40.4/242.7 MB
 17%[========                                          ] 40.4/242.7 MB
 17%[========                                          ] 40.4/242.7 MB
 17%[========                                          ] 40.4/242.7 MB
 17%[========                                          ] 40.4/242.7 MB
 17%[========                                          ] 40.4/242.7 MB
 17%[========                                          ] 40.4/242.7 MB
 17%[========                                          ] 40.5/242.7 MB
 17%[========                                          ] 40.5/242.7 MB
 17%[========                                          ] 40.5/242.7 MB
 17%[========                                          ] 40.5/242.7 MB
 17%[========                                          ] 40.5/242.7 MB
 17%[========                                          ] 40.5/242.7 MB
 17%[========                                          ] 40.5/242.7 MB
 17%[========                                          ] 40.5/242.7 MB
 17%[========                                          ] 40.5/242.7 MB
 17%[========                                          ] 40.5/242.7 MB
 17%[========                                          ] 40.5/242.7 MB
 17%[========                                          ] 40.5/242.7 MB
 17%[========                                          ] 40.5/242.7 MB
 17%[========                                          ] 40.6/242.7 MB
 17%[========                                          ] 40.6/242.7 MB
 17%[========                                          ] 40.6/242.7 MB
 17%[========                                          ] 40.6/242.7 MB
 17%[========                                          ] 40.6/242.7 MB
 17%[========                                          ] 40.6/242.7 MB
 17%[========                                          ] 40.6/242.7 MB
 17%[========                                          ] 40.6/242.7 MB
 17%[========                                          ] 40.6/242.7 MB
 17%[========                                          ] 40.6/242.7 MB
 17%[========                                          ] 40.6/242.7 MB
 17%[========                                          ] 40.6/242.7 MB
 17%[========                                          ] 40.6/242.7 MB
 17%[========                                          ] 40.7/242.7 MB
 17%[========                                          ] 40.7/242.7 MB
 17%[========                                          ] 40.7/242.7 MB
 17%[========                                          ] 40.7/242.7 MB
 17%[========                                          ] 40.7/242.7 MB
 17%[========                                          ] 40.7/242.7 MB
 17%[========                                          ] 40.7/242.7 MB
 17%[========                                          ] 40.7/242.7 MB
 17%[========                                          ] 40.7/242.7 MB
 17%[========                                          ] 40.7/242.7 MB
 17%[========                                          ] 40.7/242.7 MB
 17%[========                                          ] 40.7/242.7 MB
 17%[========                                          ] 40.8/242.7 MB
 17%[========                                          ] 40.8/242.7 MB
 17%[========                                          ] 40.8/242.7 MB
 17%[========                                          ] 40.8/242.7 MB
 17%[========                                          ] 40.8/242.7 MB
 17%[========                                          ] 40.8/242.7 MB
 17%[========                                          ] 40.8/242.7 MB
 17%[========                                          ] 40.8/242.7 MB
 17%[========                                          ] 40.8/242.7 MB
 17%[========                                          ] 40.8/242.7 MB
 17%[========                                          ] 40.8/242.7 MB
 17%[========                                          ] 40.8/242.7 MB
 17%[========                                          ] 40.8/242.7 MB
 17%[========                                          ] 40.9/242.7 MB
 17%[========                                          ] 40.9/242.7 MB
 17%[========                                          ] 40.9/242.7 MB
 17%[========                                          ] 40.9/242.7 MB
 17%[========                                          ] 40.9/242.7 MB
 17%[========                                          ] 40.9/242.7 MB
 17%[========                                          ] 40.9/242.7 MB
 17%[========                                          ] 40.9/242.7 MB
 17%[========                                          ] 40.9/242.7 MB
 17%[========                                          ] 40.9/242.7 MB
 17%[========                                          ] 40.9/242.7 MB
 17%[========                                          ] 40.9/242.7 MB
 17%[========                                          ] 40.9/242.7 MB
 17%[========                                          ] 41.0/242.7 MB
 17%[========                                          ] 41.0/242.7 MB
 17%[========                                          ] 41.0/242.7 MB
 17%[========                                          ] 41.0/242.7 MB
 17%[========                                          ] 41.0/242.7 MB
 17%[========                                          ] 41.0/242.7 MB
 17%[========                                          ] 41.0/242.7 MB
 17%[========                                          ] 41.0/242.7 MB
 17%[========                                          ] 41.0/242.7 MB
 17%[========                                          ] 41.0/242.7 MB
 17%[========                                          ] 41.0/242.7 MB
 17%[========                                          ] 41.0/242.7 MB
 17%[========                                          ] 41.0/242.7 MB
 17%[========                                          ] 41.1/242.7 MB
 17%[========                                          ] 41.1/242.7 MB
 17%[========                                          ] 41.1/242.7 MB
 17%[========                                          ] 41.1/242.7 MB
 17%[========                                          ] 41.1/242.7 MB
 17%[========                                          ] 41.1/242.7 MB
 17%[========                                          ] 41.1/242.7 MB
 17%[========                                          ] 41.1/242.7 MB
 17%[========                                          ] 41.1/242.7 MB
 17%[========                                          ] 41.1/242.7 MB
 17%[========                                          ] 41.1/242.7 MB
 17%[========                                          ] 41.1/242.7 MB
 17%[========                                          ] 41.1/242.7 MB
 17%[========                                          ] 41.2/242.7 MB
 17%[========                                          ] 41.2/242.7 MB
 17%[========                                          ] 41.2/242.7 MB
 17%[========                                          ] 41.2/242.7 MB
 17%[========                                          ] 41.2/242.7 MB
 17%[========                                          ] 41.2/242.7 MB
 17%[========                                          ] 41.2/242.7 MB
 17%[========                                          ] 41.2/242.7 MB
 17%[========                                          ] 41.2/242.7 MB
 17%[========                                          ] 41.2/242.7 MB
 17%[========                                          ] 41.2/242.7 MB
 17%[========                                          ] 41.2/242.7 MB
 17%[========                                          ] 41.2/242.7 MB
 17%[========                                          ] 41.3/242.7 MB
 17%[========                                          ] 41.3/242.7 MB
 17%[========                                          ] 41.3/242.7 MB
 17%[========                                          ] 41.3/242.7 MB
 17%[========                                          ] 41.3/242.7 MB
 17%[========                                          ] 41.3/242.7 MB
 17%[========                                          ] 41.3/242.7 MB
 17%[========                                          ] 41.3/242.7 MB
 17%[========                                          ] 41.3/242.7 MB
 17%[========                                          ] 41.3/242.7 MB
 17%[========                                          ] 41.3/242.7 MB
 17%[========                                          ] 41.3/242.7 MB
 17%[========                                          ] 41.4/242.7 MB
 17%[========                                          ] 41.4/242.7 MB
 17%[========                                          ] 41.4/242.7 MB
 17%[========                                          ] 41.4/242.7 MB
 17%[========                                          ] 41.4/242.7 MB
 17%[========                                          ] 41.4/242.7 MB
 17%[========                                          ] 41.4/242.7 MB
 17%[========                                          ] 41.4/242.7 MB
 17%[========                                          ] 41.4/242.7 MB
 17%[========                                          ] 41.4/242.7 MB
 17%[========                                          ] 41.4/242.7 MB
 17%[========                                          ] 41.4/242.7 MB
 17%[========                                          ] 41.4/242.7 MB
 17%[========                                          ] 41.5/242.7 MB
 17%[========                                          ] 41.5/242.7 MB
 17%[========                                          ] 41.5/242.7 MB
 17%[========                                          ] 41.5/242.7 MB
 17%[========                                          ] 41.5/242.7 MB
 17%[========                                          ] 41.5/242.7 MB
 17%[========                                          ] 41.5/242.7 MB
 17%[========                                          ] 41.5/242.7 MB
 17%[========                                          ] 41.5/242.7 MB
 17%[========                                          ] 41.5/242.7 MB
 17%[========                                          ] 41.5/242.7 MB
 17%[========                                          ] 41.5/242.7 MB
 17%[========                                          ] 41.5/242.7 MB
 17%[========                                          ] 41.6/242.7 MB
 17%[========                                          ] 41.6/242.7 MB
 17%[========                                          ] 41.6/242.7 MB
 17%[========                                          ] 41.6/242.7 MB
 17%[========                                          ] 41.6/242.7 MB
 17%[========                                          ] 41.6/242.7 MB
 17%[========                                          ] 41.6/242.7 MB
 17%[========                                          ] 41.6/242.7 MB
 17%[========                                          ] 41.6/242.7 MB
 17%[========                                          ] 41.6/242.7 MB
 17%[========                                          ] 41.6/242.7 MB
 17%[========                                          ] 41.6/242.7 MB
 17%[========                                          ] 41.6/242.7 MB
 17%[========                                          ] 41.7/242.7 MB
 17%[========                                          ] 41.7/242.7 MB
 17%[========                                          ] 41.7/242.7 MB
 17%[========                                          ] 41.7/242.7 MB
 17%[========                                          ] 41.7/242.7 MB
 17%[========                                          ] 41.7/242.7 MB
 17%[========                                          ] 41.7/242.7 MB
 17%[========                                          ] 41.7/242.7 MB
 17%[========                                          ] 41.7/242.7 MB
 17%[========                                          ] 41.7/242.7 MB
 17%[========                                          ] 41.7/242.7 MB
 17%[========                                          ] 41.7/242.7 MB
 17%[========                                          ] 41.8/242.7 MB
 17%[========                                          ] 41.8/242.7 MB
 17%[========                                          ] 41.8/242.7 MB
 17%[========                                          ] 41.8/242.7 MB
 17%[========                                          ] 41.8/242.7 MB
 17%[========                                          ] 41.8/242.7 MB
 17%[========                                          ] 41.8/242.7 MB
 17%[========                                          ] 41.8/242.7 MB
 17%[========                                          ] 41.8/242.7 MB
 17%[========                                          ] 41.8/242.7 MB
 17%[========                                          ] 41.8/242.7 MB
 17%[========                                          ] 41.8/242.7 MB
 17%[========                                          ] 41.8/242.7 MB
 17%[========                                          ] 41.9/242.7 MB
 17%[========                                          ] 41.9/242.7 MB
 17%[========                                          ] 41.9/242.7 MB
 17%[========                                          ] 41.9/242.7 MB
 17%[========                                          ] 41.9/242.7 MB
 17%[========                                          ] 41.9/242.7 MB
 17%[========                                          ] 41.9/242.7 MB
 17%[========                                          ] 41.9/242.7 MB
 17%[========                                          ] 41.9/242.7 MB
 17%[========                                          ] 41.9/242.7 MB
 17%[========                                          ] 41.9/242.7 MB
 17%[========                                          ] 41.9/242.7 MB
 17%[========                                          ] 41.9/242.7 MB
 17%[========                                          ] 42.0/242.7 MB
 17%[========                                          ] 42.0/242.7 MB
 17%[========                                          ] 42.0/242.7 MB
 17%[========                                          ] 42.0/242.7 MB
 17%[========                                          ] 42.0/242.7 MB
 17%[========                                          ] 42.0/242.7 MB
 17%[========                                          ] 42.0/242.7 MB
 17%[========                                          ] 42.0/242.7 MB
 17%[========                                          ] 42.0/242.7 MB
 17%[========                                          ] 42.0/242.7 MB
 17%[========                                          ] 42.0/242.7 MB
 17%[========                                          ] 42.0/242.7 MB
 17%[========                                          ] 42.0/242.7 MB
 17%[========                                          ] 42.1/242.7 MB
 17%[========                                          ] 42.1/242.7 MB
 17%[========                                          ] 42.1/242.7 MB
 17%[========                                          ] 42.1/242.7 MB
 17%[========                                          ] 42.1/242.7 MB
 17%[========                                          ] 42.1/242.7 MB
 17%[========                                          ] 42.1/242.7 MB
 17%[========                                          ] 42.1/242.7 MB
 17%[========                                          ] 42.1/242.7 MB
 17%[========                                          ] 42.1/242.7 MB
 17%[========                                          ] 42.1/242.7 MB
 17%[========                                          ] 42.1/242.7 MB
 17%[========                                          ] 42.1/242.7 MB
 17%[========                                          ] 42.2/242.7 MB
 17%[========                                          ] 42.2/242.7 MB
 17%[========                                          ] 42.2/242.7 MB
 17%[========                                          ] 42.2/242.7 MB
 17%[========                                          ] 42.2/242.7 MB
 17%[========                                          ] 42.2/242.7 MB
 17%[========                                          ] 42.2/242.7 MB
 17%[========                                          ] 42.2/242.7 MB
 17%[========                                          ] 42.2/242.7 MB
 17%[========                                          ] 42.2/242.7 MB
 17%[========                                          ] 42.2/242.7 MB
 17%[========                                          ] 42.2/242.7 MB
 17%[========                                          ] 42.2/242.7 MB
 17%[========                                          ] 42.3/242.7 MB
 17%[========                                          ] 42.3/242.7 MB
 17%[========                                          ] 42.3/242.7 MB
 17%[========                                          ] 42.3/242.7 MB
 17%[========                                          ] 42.3/242.7 MB
 17%[========                                          ] 42.3/242.7 MB
 17%[========                                          ] 42.3/242.7 MB
 17%[========                                          ] 42.3/242.7 MB
 17%[========                                          ] 42.3/242.7 MB
 17%[========                                          ] 42.3/242.7 MB
 17%[========                                          ] 42.3/242.7 MB
 17%[========                                          ] 42.3/242.7 MB
 17%[========                                          ] 42.4/242.7 MB
 17%[========                                          ] 42.4/242.7 MB
 17%[========                                          ] 42.4/242.7 MB
 17%[========                                          ] 42.4/242.7 MB
 17%[========                                          ] 42.4/242.7 MB
 17%[========                                          ] 42.4/242.7 MB
 17%[========                                          ] 42.4/242.7 MB
 17%[========                                          ] 42.4/242.7 MB
 17%[========                                          ] 42.4/242.7 MB
 17%[========                                          ] 42.4/242.7 MB
 17%[========                                          ] 42.4/242.7 MB
 17%[========                                          ] 42.4/242.7 MB
 17%[========                                          ] 42.4/242.7 MB
 17%[========                                          ] 42.5/242.7 MB
 17%[========                                          ] 42.5/242.7 MB
 17%[========                                          ] 42.5/242.7 MB
 18%[========                                          ] 42.5/242.7 MB
 18%[========                                          ] 42.5/242.7 MB
 18%[========                                          ] 42.5/242.7 MB
 18%[========                                          ] 42.5/242.7 MB
 18%[========                                          ] 42.5/242.7 MB
 18%[========                                          ] 42.5/242.7 MB
 18%[========                                          ] 42.5/242.7 MB
 18%[========                                          ] 42.5/242.7 MB
 18%[========                                          ] 42.5/242.7 MB
 18%[========                                          ] 42.5/242.7 MB
 18%[========                                          ] 42.6/242.7 MB
 18%[========                                          ] 42.6/242.7 MB
 18%[========                                          ] 42.6/242.7 MB
 18%[========                                          ] 42.6/242.7 MB
 18%[========                                          ] 42.6/242.7 MB
 18%[========                                          ] 42.6/242.7 MB
 18%[========                                          ] 42.6/242.7 MB
 18%[========                                          ] 42.6/242.7 MB
 18%[========                                          ] 42.6/242.7 MB
 18%[========                                          ] 42.6/242.7 MB
 18%[========                                          ] 42.6/242.7 MB
 18%[========                                          ] 42.6/242.7 MB
 18%[========                                          ] 42.6/242.7 MB
 18%[========                                          ] 42.7/242.7 MB
 18%[========                                          ] 42.7/242.7 MB
 18%[========                                          ] 42.7/242.7 MB
 18%[========                                          ] 42.7/242.7 MB
 18%[========                                          ] 42.7/242.7 MB
 18%[========                                          ] 42.7/242.7 MB
 18%[========                                          ] 42.7/242.7 MB
 18%[========                                          ] 42.7/242.7 MB
 18%[========                                          ] 42.7/242.7 MB
 18%[========                                          ] 42.7/242.7 MB
 18%[========                                          ] 42.7/242.7 MB
 18%[========                                          ] 42.7/242.7 MB
 18%[========                                          ] 42.8/242.7 MB
 18%[========                                          ] 42.8/242.7 MB
 18%[========                                          ] 42.8/242.7 MB
 18%[========                                          ] 42.8/242.7 MB
 18%[========                                          ] 42.8/242.7 MB
 18%[========                                          ] 42.8/242.7 MB
 18%[========                                          ] 42.8/242.7 MB
 18%[========                                          ] 42.8/242.7 MB
 18%[========                                          ] 42.8/242.7 MB
 18%[========                                          ] 42.8/242.7 MB
 18%[========                                          ] 42.8/242.7 MB
 18%[========                                          ] 42.8/242.7 MB
 18%[========                                          ] 42.8/242.7 MB
 18%[========                                          ] 42.9/242.7 MB
 18%[========                                          ] 42.9/242.7 MB
 18%[========                                          ] 42.9/242.7 MB
 18%[========                                          ] 42.9/242.7 MB
 18%[========                                          ] 42.9/242.7 MB
 18%[========                                          ] 42.9/242.7 MB
 18%[========                                          ] 42.9/242.7 MB
 18%[========                                          ] 42.9/242.7 MB
 18%[========                                          ] 42.9/242.7 MB
 18%[========                                          ] 42.9/242.7 MB
 18%[========                                          ] 42.9/242.7 MB
 18%[========                                          ] 42.9/242.7 MB
 18%[========                                          ] 42.9/242.7 MB
 18%[========                                          ] 43.0/242.7 MB
 18%[========                                          ] 43.0/242.7 MB
 18%[========                                          ] 43.0/242.7 MB
 18%[========                                          ] 43.0/242.7 MB
 18%[========                                          ] 43.0/242.7 MB
 18%[========                                          ] 43.0/242.7 MB
 18%[========                                          ] 43.0/242.7 MB
 18%[========                                          ] 43.0/242.7 MB
 18%[========                                          ] 43.0/242.7 MB
 18%[========                                          ] 43.0/242.7 MB
 18%[========                                          ] 43.0/242.7 MB
 18%[========                                          ] 43.0/242.7 MB
 18%[========                                          ] 43.0/242.7 MB
 18%[========                                          ] 43.1/242.7 MB
 18%[========                                          ] 43.1/242.7 MB
 18%[========                                          ] 43.1/242.7 MB
 18%[========                                          ] 43.1/242.7 MB
 18%[========                                          ] 43.1/242.7 MB
 18%[========                                          ] 43.1/242.7 MB
 18%[========                                          ] 43.1/242.7 MB
 18%[========                                          ] 43.1/242.7 MB
 18%[========                                          ] 43.1/242.7 MB
 18%[========                                          ] 43.1/242.7 MB
 18%[========                                          ] 43.1/242.7 MB
 18%[========                                          ] 43.1/242.7 MB
 18%[========                                          ] 43.1/242.7 MB
 18%[========                                          ] 43.2/242.7 MB
 18%[========                                          ] 43.2/242.7 MB
 18%[========                                          ] 43.2/242.7 MB
 18%[========                                          ] 43.2/242.7 MB
 18%[========                                          ] 43.2/242.7 MB
 18%[========                                          ] 43.2/242.7 MB
 18%[========                                          ] 43.2/242.7 MB
 18%[========                                          ] 43.2/242.7 MB
 18%[========                                          ] 43.2/242.7 MB
 18%[========                                          ] 43.2/242.7 MB
 18%[========                                          ] 43.2/242.7 MB
 18%[========                                          ] 43.2/242.7 MB
 18%[========                                          ] 43.2/242.7 MB
 18%[========                                          ] 43.3/242.7 MB
 18%[========                                          ] 43.3/242.7 MB
 18%[========                                          ] 43.3/242.7 MB
 18%[========                                          ] 43.3/242.7 MB
 18%[========                                          ] 43.3/242.7 MB
 18%[========                                          ] 43.3/242.7 MB
 18%[========                                          ] 43.3/242.7 MB
 18%[========                                          ] 43.3/242.7 MB
 18%[========                                          ] 43.3/242.7 MB
 18%[========                                          ] 43.3/242.7 MB
 18%[========                                          ] 43.3/242.7 MB
 18%[========                                          ] 43.3/242.7 MB
 18%[========                                          ] 43.4/242.7 MB
 18%[========                                          ] 43.4/242.7 MB
 18%[========                                          ] 43.4/242.7 MB
 18%[========                                          ] 43.4/242.7 MB
 18%[========                                          ] 43.4/242.7 MB
 18%[========                                          ] 43.4/242.7 MB
 18%[========                                          ] 43.4/242.7 MB
 18%[========                                          ] 43.4/242.7 MB
 18%[========                                          ] 43.4/242.7 MB
 18%[========                                          ] 43.4/242.7 MB
 18%[========                                          ] 43.4/242.7 MB
 18%[========                                          ] 43.4/242.7 MB
 18%[========                                          ] 43.4/242.7 MB
 18%[========                                          ] 43.5/242.7 MB
 18%[========                                          ] 43.5/242.7 MB
 18%[========                                          ] 43.5/242.7 MB
 18%[========                                          ] 43.5/242.7 MB
 18%[========                                          ] 43.5/242.7 MB
 18%[========                                          ] 43.5/242.7 MB
 18%[========                                          ] 43.5/242.7 MB
 18%[========                                          ] 43.5/242.7 MB
 18%[========                                          ] 43.5/242.7 MB
 18%[========                                          ] 43.5/242.7 MB
 18%[========                                          ] 43.5/242.7 MB
 18%[========                                          ] 43.5/242.7 MB
 18%[========                                          ] 43.5/242.7 MB
 18%[========                                          ] 43.6/242.7 MB
 18%[========                                          ] 43.6/242.7 MB
 18%[========                                          ] 43.6/242.7 MB
 18%[========                                          ] 43.6/242.7 MB
 18%[========                                          ] 43.6/242.7 MB
 18%[========                                          ] 43.6/242.7 MB
 18%[========                                          ] 43.6/242.7 MB
 18%[========                                          ] 43.6/242.7 MB
 18%[========                                          ] 43.6/242.7 MB
 18%[========                                          ] 43.6/242.7 MB
 18%[========                                          ] 43.6/242.7 MB
 18%[========                                          ] 43.6/242.7 MB
 18%[========                                          ] 43.6/242.7 MB
 18%[========                                          ] 43.7/242.7 MB
 18%[========                                          ] 43.7/242.7 MB
 18%[========                                          ] 43.7/242.7 MB
 18%[========                                          ] 43.7/242.7 MB
 18%[=========                                         ] 43.7/242.7 MB
 18%[=========                                         ] 43.7/242.7 MB
 18%[=========                                         ] 43.7/242.7 MB
 18%[=========                                         ] 43.7/242.7 MB
 18%[=========                                         ] 43.7/242.7 MB
 18%[=========                                         ] 43.7/242.7 MB
 18%[=========                                         ] 43.7/242.7 MB
 18%[=========                                         ] 43.7/242.7 MB
 18%[=========                                         ] 43.8/242.7 MB
 18%[=========                                         ] 43.8/242.7 MB
 18%[=========                                         ] 43.8/242.7 MB
 18%[=========                                         ] 43.8/242.7 MB
 18%[=========                                         ] 43.8/242.7 MB
 18%[=========                                         ] 43.8/242.7 MB
 18%[=========                                         ] 43.8/242.7 MB
 18%[=========                                         ] 43.8/242.7 MB
 18%[=========                                         ] 43.8/242.7 MB
 18%[=========                                         ] 43.8/242.7 MB
 18%[=========                                         ] 43.8/242.7 MB
 18%[=========                                         ] 43.8/242.7 MB
 18%[=========                                         ] 43.8/242.7 MB
 18%[=========                                         ] 43.9/242.7 MB
 18%[=========                                         ] 43.9/242.7 MB
 18%[=========                                         ] 43.9/242.7 MB
 18%[=========                                         ] 43.9/242.7 MB
 18%[=========                                         ] 43.9/242.7 MB
 18%[=========                                         ] 43.9/242.7 MB
 18%[=========                                         ] 43.9/242.7 MB
 18%[=========                                         ] 43.9/242.7 MB
 18%[=========                                         ] 43.9/242.7 MB
 18%[=========                                         ] 43.9/242.7 MB
 18%[=========                                         ] 43.9/242.7 MB
 18%[=========                                         ] 43.9/242.7 MB
 18%[=========                                         ] 43.9/242.7 MB
 18%[=========                                         ] 44.0/242.7 MB
 18%[=========                                         ] 44.0/242.7 MB
 18%[=========                                         ] 44.0/242.7 MB
 18%[=========                                         ] 44.0/242.7 MB
 18%[=========                                         ] 44.0/242.7 MB
 18%[=========                                         ] 44.0/242.7 MB
 18%[=========                                         ] 44.0/242.7 MB
 18%[=========                                         ] 44.0/242.7 MB
 18%[=========                                         ] 44.0/242.7 MB
 18%[=========                                         ] 44.0/242.7 MB
 18%[=========                                         ] 44.0/242.7 MB
 18%[=========                                         ] 44.0/242.7 MB
 18%[=========                                         ] 44.0/242.7 MB
 18%[=========                                         ] 44.1/242.7 MB
 18%[=========                                         ] 44.1/242.7 MB
 18%[=========                                         ] 44.1/242.7 MB
 18%[=========                                         ] 44.1/242.7 MB
 18%[=========                                         ] 44.1/242.7 MB
 18%[=========                                         ] 44.1/242.7 MB
 18%[=========                                         ] 44.1/242.7 MB
 18%[=========                                         ] 44.1/242.7 MB
 18%[=========                                         ] 44.1/242.7 MB
 18%[=========                                         ] 44.1/242.7 MB
 18%[=========                                         ] 44.1/242.7 MB
 18%[=========                                         ] 44.1/242.7 MB
 18%[=========                                         ] 44.1/242.7 MB
 18%[=========                                         ] 44.2/242.7 MB
 18%[=========                                         ] 44.2/242.7 MB
 18%[=========                                         ] 44.2/242.7 MB
 18%[=========                                         ] 44.2/242.7 MB
 18%[=========                                         ] 44.2/242.7 MB
 18%[=========                                         ] 44.2/242.7 MB
 18%[=========                                         ] 44.2/242.7 MB
 18%[=========                                         ] 44.2/242.7 MB
 18%[=========                                         ] 44.2/242.7 MB
 18%[=========                                         ] 44.2/242.7 MB
 18%[=========                                         ] 44.2/242.7 MB
 18%[=========                                         ] 44.2/242.7 MB
 18%[=========                                         ] 44.2/242.7 MB
 18%[=========                                         ] 44.3/242.7 MB
 18%[=========                                         ] 44.3/242.7 MB
 18%[=========                                         ] 44.3/242.7 MB
 18%[=========                                         ] 44.3/242.7 MB
 18%[=========                                         ] 44.3/242.7 MB
 18%[=========                                         ] 44.3/242.7 MB
 18%[=========                                         ] 44.3/242.7 MB
 18%[=========                                         ] 44.3/242.7 MB
 18%[=========                                         ] 44.3/242.7 MB
 18%[=========                                         ] 44.3/242.7 MB
 18%[=========                                         ] 44.3/242.7 MB
 18%[=========                                         ] 44.3/242.7 MB
 18%[=========                                         ] 44.4/242.7 MB
 18%[=========                                         ] 44.4/242.7 MB
 18%[=========                                         ] 44.4/242.7 MB
 18%[=========                                         ] 44.4/242.7 MB
 18%[=========                                         ] 44.4/242.7 MB
 18%[=========                                         ] 44.4/242.7 MB
 18%[=========                                         ] 44.4/242.7 MB
 18%[=========                                         ] 44.4/242.7 MB
 18%[=========                                         ] 44.4/242.7 MB
 18%[=========                                         ] 44.4/242.7 MB
 18%[=========                                         ] 44.4/242.7 MB
 18%[=========                                         ] 44.4/242.7 MB
 18%[=========                                         ] 44.4/242.7 MB
 18%[=========                                         ] 44.5/242.7 MB
 18%[=========                                         ] 44.5/242.7 MB
 18%[=========                                         ] 44.5/242.7 MB
 18%[=========                                         ] 44.5/242.7 MB
 18%[=========                                         ] 44.5/242.7 MB
 18%[=========                                         ] 44.5/242.7 MB
 18%[=========                                         ] 44.5/242.7 MB
 18%[=========                                         ] 44.5/242.7 MB
 18%[=========                                         ] 44.5/242.7 MB
 18%[=========                                         ] 44.5/242.7 MB
 18%[=========                                         ] 44.5/242.7 MB
 18%[=========                                         ] 44.5/242.7 MB
 18%[=========                                         ] 44.5/242.7 MB
 18%[=========                                         ] 44.6/242.7 MB
 18%[=========                                         ] 44.6/242.7 MB
 18%[=========                                         ] 44.6/242.7 MB
 18%[=========                                         ] 44.6/242.7 MB
 18%[=========                                         ] 44.6/242.7 MB
 18%[=========                                         ] 44.6/242.7 MB
 18%[=========                                         ] 44.6/242.7 MB
 18%[=========                                         ] 44.6/242.7 MB
 18%[=========                                         ] 44.6/242.7 MB
 18%[=========                                         ] 44.6/242.7 MB
 18%[=========                                         ] 44.6/242.7 MB
 18%[=========                                         ] 44.6/242.7 MB
 18%[=========                                         ] 44.6/242.7 MB
 18%[=========                                         ] 44.7/242.7 MB
 18%[=========                                         ] 44.7/242.7 MB
 18%[=========                                         ] 44.7/242.7 MB
 18%[=========                                         ] 44.7/242.7 MB
 18%[=========                                         ] 44.7/242.7 MB
 18%[=========                                         ] 44.7/242.7 MB
 18%[=========                                         ] 44.7/242.7 MB
 18%[=========                                         ] 44.7/242.7 MB
 18%[=========                                         ] 44.7/242.7 MB
 18%[=========                                         ] 44.7/242.7 MB
 18%[=========                                         ] 44.7/242.7 MB
 18%[=========                                         ] 44.7/242.7 MB
 18%[=========                                         ] 44.8/242.7 MB
 18%[=========                                         ] 44.8/242.7 MB
 18%[=========                                         ] 44.8/242.7 MB
 18%[=========                                         ] 44.8/242.7 MB
 18%[=========                                         ] 44.8/242.7 MB
 18%[=========                                         ] 44.8/242.7 MB
 18%[=========                                         ] 44.8/242.7 MB
 18%[=========                                         ] 44.8/242.7 MB
 18%[=========                                         ] 44.8/242.7 MB
 18%[=========                                         ] 44.8/242.7 MB
 18%[=========                                         ] 44.8/242.7 MB
 18%[=========                                         ] 44.8/242.7 MB
 18%[=========                                         ] 44.8/242.7 MB
 18%[=========                                         ] 44.9/242.7 MB
 18%[=========                                         ] 44.9/242.7 MB
 18%[=========                                         ] 44.9/242.7 MB
 18%[=========                                         ] 44.9/242.7 MB
 18%[=========                                         ] 44.9/242.7 MB
 18%[=========                                         ] 44.9/242.7 MB
 19%[=========                                         ] 44.9/242.7 MB
 19%[=========                                         ] 44.9/242.7 MB
 19%[=========                                         ] 44.9/242.7 MB
 19%[=========                                         ] 44.9/242.7 MB
 19%[=========                                         ] 44.9/242.7 MB
 19%[=========                                         ] 44.9/242.7 MB
 19%[=========                                         ] 44.9/242.7 MB
 19%[=========                                         ] 45.0/242.7 MB
 19%[=========                                         ] 45.0/242.7 MB
 19%[=========                                         ] 45.0/242.7 MB
 19%[=========                                         ] 45.0/242.7 MB
 19%[=========                                         ] 45.0/242.7 MB
 19%[=========                                         ] 45.0/242.7 MB
 19%[=========                                         ] 45.0/242.7 MB
 19%[=========                                         ] 45.0/242.7 MB
 19%[=========                                         ] 45.0/242.7 MB
 19%[=========                                         ] 45.0/242.7 MB
 19%[=========                                         ] 45.0/242.7 MB
 19%[=========                                         ] 45.0/242.7 MB
 19%[=========                                         ] 45.0/242.7 MB
 19%[=========                                         ] 45.1/242.7 MB
 19%[=========                                         ] 45.1/242.7 MB
 19%[=========                                         ] 45.1/242.7 MB
 19%[=========                                         ] 45.1/242.7 MB
 19%[=========                                         ] 45.1/242.7 MB
 19%[=========                                         ] 45.1/242.7 MB
 19%[=========                                         ] 45.1/242.7 MB
 19%[=========                                         ] 45.1/242.7 MB
 19%[=========                                         ] 45.1/242.7 MB
 19%[=========                                         ] 45.1/242.7 MB
 19%[=========                                         ] 45.1/242.7 MB
 19%[=========                                         ] 45.1/242.7 MB
 19%[=========                                         ] 45.1/242.7 MB
 19%[=========                                         ] 45.2/242.7 MB
 19%[=========                                         ] 45.2/242.7 MB
 19%[=========                                         ] 45.2/242.7 MB
 19%[=========                                         ] 45.2/242.7 MB
 19%[=========                                         ] 45.2/242.7 MB
 19%[=========                                         ] 45.2/242.7 MB
 19%[=========                                         ] 45.2/242.7 MB
 19%[=========                                         ] 45.2/242.7 MB
 19%[=========                                         ] 45.2/242.7 MB
 19%[=========                                         ] 45.2/242.7 MB
 19%[=========                                         ] 45.2/242.7 MB
 19%[=========                                         ] 45.2/242.7 MB
 19%[=========                                         ] 45.2/242.7 MB
 19%[=========                                         ] 45.3/242.7 MB
 19%[=========                                         ] 45.3/242.7 MB
 19%[=========                                         ] 45.3/242.7 MB
 19%[=========                                         ] 45.3/242.7 MB
 19%[=========                                         ] 45.3/242.7 MB
 19%[=========                                         ] 45.3/242.7 MB
 19%[=========                                         ] 45.3/242.7 MB
 19%[=========                                         ] 45.3/242.7 MB
 19%[=========                                         ] 45.3/242.7 MB
 19%[=========                                         ] 45.3/242.7 MB
 19%[=========                                         ] 45.3/242.7 MB
 19%[=========                                         ] 45.3/242.7 MB
 19%[=========                                         ] 45.4/242.7 MB
 19%[=========                                         ] 45.4/242.7 MB
 19%[=========                                         ] 45.4/242.7 MB
 19%[=========                                         ] 45.4/242.7 MB
 19%[=========                                         ] 45.4/242.7 MB
 19%[=========                                         ] 45.4/242.7 MB
 19%[=========                                         ] 45.4/242.7 MB
 19%[=========                                         ] 45.4/242.7 MB
 19%[=========                                         ] 45.4/242.7 MB
 19%[=========                                         ] 45.4/242.7 MB
 19%[=========                                         ] 45.4/242.7 MB
 19%[=========                                         ] 45.4/242.7 MB
 19%[=========                                         ] 45.4/242.7 MB
 19%[=========                                         ] 45.5/242.7 MB
 19%[=========                                         ] 45.5/242.7 MB
 19%[=========                                         ] 45.5/242.7 MB
 19%[=========                                         ] 45.5/242.7 MB
 19%[=========                                         ] 45.5/242.7 MB
 19%[=========                                         ] 45.5/242.7 MB
 19%[=========                                         ] 45.5/242.7 MB
 19%[=========                                         ] 45.5/242.7 MB
 19%[=========                                         ] 45.5/242.7 MB
 19%[=========                                         ] 45.5/242.7 MB
 19%[=========                                         ] 45.5/242.7 MB
 19%[=========                                         ] 45.5/242.7 MB
 19%[=========                                         ] 45.5/242.7 MB
 19%[=========                                         ] 45.6/242.7 MB
 19%[=========                                         ] 45.6/242.7 MB
 19%[=========                                         ] 45.6/242.7 MB
 19%[=========                                         ] 45.6/242.7 MB
 19%[=========                                         ] 45.6/242.7 MB
 19%[=========                                         ] 45.6/242.7 MB
 19%[=========                                         ] 45.6/242.7 MB
 19%[=========                                         ] 45.6/242.7 MB
 19%[=========                                         ] 45.6/242.7 MB
 19%[=========                                         ] 45.6/242.7 MB
 19%[=========                                         ] 45.6/242.7 MB
 19%[=========                                         ] 45.6/242.7 MB
 19%[=========                                         ] 45.6/242.7 MB
 19%[=========                                         ] 45.7/242.7 MB
 19%[=========                                         ] 45.7/242.7 MB
 19%[=========                                         ] 45.7/242.7 MB
 19%[=========                                         ] 45.7/242.7 MB
 19%[=========                                         ] 45.7/242.7 MB
 19%[=========                                         ] 45.7/242.7 MB
 19%[=========                                         ] 45.7/242.7 MB
 19%[=========                                         ] 45.7/242.7 MB
 19%[=========                                         ] 45.7/242.7 MB
 19%[=========                                         ] 45.7/242.7 MB
 19%[=========                                         ] 45.7/242.7 MB
 19%[=========                                         ] 45.7/242.7 MB
 19%[=========                                         ] 45.8/242.7 MB
 19%[=========                                         ] 45.8/242.7 MB
 19%[=========                                         ] 45.8/242.7 MB
 19%[=========                                         ] 45.8/242.7 MB
 19%[=========                                         ] 45.8/242.7 MB
 19%[=========                                         ] 45.8/242.7 MB
 19%[=========                                         ] 45.8/242.7 MB
 19%[=========                                         ] 45.8/242.7 MB
 19%[=========                                         ] 45.8/242.7 MB
 19%[=========                                         ] 45.8/242.7 MB
 19%[=========                                         ] 45.8/242.7 MB
 19%[=========                                         ] 45.8/242.7 MB
 19%[=========                                         ] 45.8/242.7 MB
 19%[=========                                         ] 45.9/242.7 MB
 19%[=========                                         ] 45.9/242.7 MB
 19%[=========                                         ] 45.9/242.7 MB
 19%[=========                                         ] 45.9/242.7 MB
 19%[=========                                         ] 45.9/242.7 MB
 19%[=========                                         ] 45.9/242.7 MB
 19%[=========                                         ] 45.9/242.7 MB
 19%[=========                                         ] 45.9/242.7 MB
 19%[=========                                         ] 45.9/242.7 MB
 19%[=========                                         ] 45.9/242.7 MB
 19%[=========                                         ] 45.9/242.7 MB
 19%[=========                                         ] 45.9/242.7 MB
 19%[=========                                         ] 45.9/242.7 MB
 19%[=========                                         ] 46.0/242.7 MB
 19%[=========                                         ] 46.0/242.7 MB
 19%[=========                                         ] 46.0/242.7 MB
 19%[=========                                         ] 46.0/242.7 MB
 19%[=========                                         ] 46.0/242.7 MB
 19%[=========                                         ] 46.0/242.7 MB
 19%[=========                                         ] 46.0/242.7 MB
 19%[=========                                         ] 46.0/242.7 MB
 19%[=========                                         ] 46.0/242.7 MB
 19%[=========                                         ] 46.0/242.7 MB
 19%[=========                                         ] 46.0/242.7 MB
 19%[=========                                         ] 46.0/242.7 MB
 19%[=========                                         ] 46.0/242.7 MB
 19%[=========                                         ] 46.1/242.7 MB
 19%[=========                                         ] 46.1/242.7 MB
 19%[=========                                         ] 46.1/242.7 MB
 19%[=========                                         ] 46.1/242.7 MB
 19%[=========                                         ] 46.1/242.7 MB
 19%[=========                                         ] 46.1/242.7 MB
 19%[=========                                         ] 46.1/242.7 MB
 19%[=========                                         ] 46.1/242.7 MB
 19%[=========                                         ] 46.1/242.7 MB
 19%[=========                                         ] 46.1/242.7 MB
 19%[=========                                         ] 46.1/242.7 MB
 19%[=========                                         ] 46.1/242.7 MB
 19%[=========                                         ] 46.1/242.7 MB
 19%[=========                                         ] 46.2/242.7 MB
 19%[=========                                         ] 46.2/242.7 MB
 19%[=========                                         ] 46.2/242.7 MB
 19%[=========                                         ] 46.2/242.7 MB
 19%[=========                                         ] 46.2/242.7 MB
 19%[=========                                         ] 46.2/242.7 MB
 19%[=========                                         ] 46.2/242.7 MB
 19%[=========                                         ] 46.2/242.7 MB
 19%[=========                                         ] 46.2/242.7 MB
 19%[=========                                         ] 46.2/242.7 MB
 19%[=========                                         ] 46.2/242.7 MB
 19%[=========                                         ] 46.2/242.7 MB
 19%[=========                                         ] 46.2/242.7 MB
 19%[=========                                         ] 46.3/242.7 MB
 19%[=========                                         ] 46.3/242.7 MB
 19%[=========                                         ] 46.3/242.7 MB
 19%[=========                                         ] 46.3/242.7 MB
 19%[=========                                         ] 46.3/242.7 MB
 19%[=========                                         ] 46.3/242.7 MB
 19%[=========                                         ] 46.3/242.7 MB
 19%[=========                                         ] 46.3/242.7 MB
 19%[=========                                         ] 46.3/242.7 MB
 19%[=========                                         ] 46.3/242.7 MB
 19%[=========                                         ] 46.3/242.7 MB
 19%[=========                                         ] 46.3/242.7 MB
 19%[=========                                         ] 46.4/242.7 MB
 19%[=========                                         ] 46.4/242.7 MB
 19%[=========                                         ] 46.4/242.7 MB
 19%[=========                                         ] 46.4/242.7 MB
 19%[=========                                         ] 46.4/242.7 MB
 19%[=========                                         ] 46.4/242.7 MB
 19%[=========                                         ] 46.4/242.7 MB
 19%[=========                                         ] 46.4/242.7 MB
 19%[=========                                         ] 46.4/242.7 MB
 19%[=========                                         ] 46.4/242.7 MB
 19%[=========                                         ] 46.4/242.7 MB
 19%[=========                                         ] 46.4/242.7 MB
 19%[=========                                         ] 46.4/242.7 MB
 19%[=========                                         ] 46.5/242.7 MB
 19%[=========                                         ] 46.5/242.7 MB
 19%[=========                                         ] 46.5/242.7 MB
 19%[=========                                         ] 46.5/242.7 MB
 19%[=========                                         ] 46.5/242.7 MB
 19%[=========                                         ] 46.5/242.7 MB
 19%[=========                                         ] 46.5/242.7 MB
 19%[=========                                         ] 46.5/242.7 MB
 19%[=========                                         ] 46.5/242.7 MB
 19%[=========                                         ] 46.5/242.7 MB
 19%[=========                                         ] 46.5/242.7 MB
 19%[=========                                         ] 46.5/242.7 MB
 19%[=========                                         ] 46.5/242.7 MB
 19%[=========                                         ] 46.6/242.7 MB
 19%[=========                                         ] 46.6/242.7 MB
 19%[=========                                         ] 46.6/242.7 MB
 19%[=========                                         ] 46.6/242.7 MB
 19%[=========                                         ] 46.6/242.7 MB
 19%[=========                                         ] 46.6/242.7 MB
 19%[=========                                         ] 46.6/242.7 MB
 19%[=========                                         ] 46.6/242.7 MB
 19%[=========                                         ] 46.6/242.7 MB
 19%[=========                                         ] 46.6/242.7 MB
 19%[=========                                         ] 46.6/242.7 MB
 19%[=========                                         ] 46.6/242.7 MB
 19%[=========                                         ] 46.6/242.7 MB
 19%[=========                                         ] 46.7/242.7 MB
 19%[=========                                         ] 46.7/242.7 MB
 19%[=========                                         ] 46.7/242.7 MB
 19%[=========                                         ] 46.7/242.7 MB
 19%[=========                                         ] 46.7/242.7 MB
 19%[=========                                         ] 46.7/242.7 MB
 19%[=========                                         ] 46.7/242.7 MB
 19%[=========                                         ] 46.7/242.7 MB
 19%[=========                                         ] 46.7/242.7 MB
 19%[=========                                         ] 46.7/242.7 MB
 19%[=========                                         ] 46.7/242.7 MB
 19%[=========                                         ] 46.7/242.7 MB
 19%[=========                                         ] 46.8/242.7 MB
 19%[=========                                         ] 46.8/242.7 MB
 19%[=========                                         ] 46.8/242.7 MB
 19%[=========                                         ] 46.8/242.7 MB
 19%[=========                                         ] 46.8/242.7 MB
 19%[=========                                         ] 46.8/242.7 MB
 19%[=========                                         ] 46.8/242.7 MB
 19%[=========                                         ] 46.8/242.7 MB
 19%[=========                                         ] 46.8/242.7 MB
 19%[=========                                         ] 46.8/242.7 MB
 19%[=========                                         ] 46.8/242.7 MB
 19%[=========                                         ] 46.8/242.7 MB
 19%[=========                                         ] 46.8/242.7 MB
 19%[=========                                         ] 46.9/242.7 MB
 19%[=========                                         ] 46.9/242.7 MB
 19%[=========                                         ] 46.9/242.7 MB
 19%[=========                                         ] 46.9/242.7 MB
 19%[=========                                         ] 46.9/242.7 MB
 19%[=========                                         ] 46.9/242.7 MB
 19%[=========                                         ] 46.9/242.7 MB
 19%[=========                                         ] 46.9/242.7 MB
 19%[=========                                         ] 46.9/242.7 MB
 19%[=========                                         ] 46.9/242.7 MB
 19%[=========                                         ] 46.9/242.7 MB
 19%[=========                                         ] 46.9/242.7 MB
 19%[=========                                         ] 46.9/242.7 MB
 19%[=========                                         ] 47.0/242.7 MB
 19%[=========                                         ] 47.0/242.7 MB
 19%[=========                                         ] 47.0/242.7 MB
 19%[=========                                         ] 47.0/242.7 MB
 19%[=========                                         ] 47.0/242.7 MB
 19%[=========                                         ] 47.0/242.7 MB
 19%[=========                                         ] 47.0/242.7 MB
 19%[=========                                         ] 47.0/242.7 MB
 19%[=========                                         ] 47.0/242.7 MB
 19%[=========                                         ] 47.0/242.7 MB
 19%[=========                                         ] 47.0/242.7 MB
 19%[=========                                         ] 47.0/242.7 MB
 19%[=========                                         ] 47.0/242.7 MB
 19%[=========                                         ] 47.1/242.7 MB
 19%[=========                                         ] 47.1/242.7 MB
 19%[=========                                         ] 47.1/242.7 MB
 19%[=========                                         ] 47.1/242.7 MB
 19%[=========                                         ] 47.1/242.7 MB
 19%[=========                                         ] 47.1/242.7 MB
 19%[=========                                         ] 47.1/242.7 MB
 19%[=========                                         ] 47.1/242.7 MB
 19%[=========                                         ] 47.1/242.7 MB
 19%[=========                                         ] 47.1/242.7 MB
 19%[=========                                         ] 47.1/242.7 MB
 19%[=========                                         ] 47.1/242.7 MB
 19%[=========                                         ] 47.1/242.7 MB
 19%[=========                                         ] 47.2/242.7 MB
 19%[=========                                         ] 47.2/242.7 MB
 19%[=========                                         ] 47.2/242.7 MB
 19%[=========                                         ] 47.2/242.7 MB
 19%[=========                                         ] 47.2/242.7 MB
 19%[=========                                         ] 47.2/242.7 MB
 19%[=========                                         ] 47.2/242.7 MB
 19%[=========                                         ] 47.2/242.7 MB
 19%[=========                                         ] 47.2/242.7 MB
 19%[=========                                         ] 47.2/242.7 MB
 19%[=========                                         ] 47.2/242.7 MB
 19%[=========                                         ] 47.2/242.7 MB
 19%[=========                                         ] 47.2/242.7 MB
 19%[=========                                         ] 47.3/242.7 MB
 19%[=========                                         ] 47.3/242.7 MB
 19%[=========                                         ] 47.3/242.7 MB
 19%[=========                                         ] 47.3/242.7 MB
 19%[=========                                         ] 47.3/242.7 MB
 19%[=========                                         ] 47.3/242.7 MB
 19%[=========                                         ] 47.3/242.7 MB
 19%[=========                                         ] 47.3/242.7 MB
 19%[=========                                         ] 47.3/242.7 MB
 20%[=========                                         ] 47.3/242.7 MB
 20%[=========                                         ] 47.3/242.7 MB
 20%[=========                                         ] 47.3/242.7 MB
 20%[=========                                         ] 47.4/242.7 MB
 20%[=========                                         ] 47.4/242.7 MB
 20%[=========                                         ] 47.4/242.7 MB
 20%[=========                                         ] 47.4/242.7 MB
 20%[=========                                         ] 47.4/242.7 MB
 20%[=========                                         ] 47.4/242.7 MB
 20%[=========                                         ] 47.4/242.7 MB
 20%[=========                                         ] 47.4/242.7 MB
 20%[=========                                         ] 47.4/242.7 MB
 20%[=========                                         ] 47.4/242.7 MB
 20%[=========                                         ] 47.4/242.7 MB
 20%[=========                                         ] 47.4/242.7 MB
 20%[=========                                         ] 47.4/242.7 MB
 20%[=========                                         ] 47.5/242.7 MB
 20%[=========                                         ] 47.5/242.7 MB
 20%[=========                                         ] 47.5/242.7 MB
 20%[=========                                         ] 47.5/242.7 MB
 20%[=========                                         ] 47.5/242.7 MB
 20%[=========                                         ] 47.5/242.7 MB
 20%[=========                                         ] 47.5/242.7 MB
 20%[=========                                         ] 47.5/242.7 MB
 20%[=========                                         ] 47.5/242.7 MB
 20%[=========                                         ] 47.5/242.7 MB
 20%[=========                                         ] 47.5/242.7 MB
 20%[=========                                         ] 47.5/242.7 MB
 20%[=========                                         ] 47.5/242.7 MB
 20%[=========                                         ] 47.6/242.7 MB
 20%[=========                                         ] 47.6/242.7 MB
 20%[=========                                         ] 47.6/242.7 MB
 20%[=========                                         ] 47.6/242.7 MB
 20%[=========                                         ] 47.6/242.7 MB
 20%[=========                                         ] 47.6/242.7 MB
 20%[=========                                         ] 47.6/242.7 MB
 20%[=========                                         ] 47.6/242.7 MB
 20%[=========                                         ] 47.6/242.7 MB
 20%[=========                                         ] 47.6/242.7 MB
 20%[=========                                         ] 47.6/242.7 MB
 20%[=========                                         ] 47.6/242.7 MB
 20%[=========                                         ] 47.6/242.7 MB
 20%[=========                                         ] 47.7/242.7 MB
 20%[=========                                         ] 47.7/242.7 MB
 20%[=========                                         ] 47.7/242.7 MB
 20%[=========                                         ] 47.7/242.7 MB
 20%[=========                                         ] 47.7/242.7 MB
 20%[=========                                         ] 47.7/242.7 MB
 20%[=========                                         ] 47.7/242.7 MB
 20%[=========                                         ] 47.7/242.7 MB
 20%[=========                                         ] 47.7/242.7 MB
 20%[=========                                         ] 47.7/242.7 MB
 20%[=========                                         ] 47.7/242.7 MB
 20%[=========                                         ] 47.7/242.7 MB
 20%[=========                                         ] 47.8/242.7 MB
 20%[=========                                         ] 47.8/242.7 MB
 20%[=========                                         ] 47.8/242.7 MB
 20%[=========                                         ] 47.8/242.7 MB
 20%[=========                                         ] 47.8/242.7 MB
 20%[=========                                         ] 47.8/242.7 MB
 20%[=========                                         ] 47.8/242.7 MB
 20%[=========                                         ] 47.8/242.7 MB
 20%[=========                                         ] 47.8/242.7 MB
 20%[=========                                         ] 47.8/242.7 MB
 20%[=========                                         ] 47.8/242.7 MB
 20%[=========                                         ] 47.8/242.7 MB
 20%[=========                                         ] 47.8/242.7 MB
 20%[=========                                         ] 47.9/242.7 MB
 20%[=========                                         ] 47.9/242.7 MB
 20%[=========                                         ] 47.9/242.7 MB
 20%[=========                                         ] 47.9/242.7 MB
 20%[=========                                         ] 47.9/242.7 MB
 20%[=========                                         ] 47.9/242.7 MB
 20%[=========                                         ] 47.9/242.7 MB
 20%[=========                                         ] 47.9/242.7 MB
 20%[=========                                         ] 47.9/242.7 MB
 20%[=========                                         ] 47.9/242.7 MB
 20%[=========                                         ] 47.9/242.7 MB
 20%[=========                                         ] 47.9/242.7 MB
 20%[=========                                         ] 47.9/242.7 MB
 20%[=========                                         ] 48.0/242.7 MB
 20%[=========                                         ] 48.0/242.7 MB
 20%[=========                                         ] 48.0/242.7 MB
 20%[=========                                         ] 48.0/242.7 MB
 20%[=========                                         ] 48.0/242.7 MB
 20%[=========                                         ] 48.0/242.7 MB
 20%[=========                                         ] 48.0/242.7 MB
 20%[=========                                         ] 48.0/242.7 MB
 20%[=========                                         ] 48.0/242.7 MB
 20%[=========                                         ] 48.0/242.7 MB
 20%[=========                                         ] 48.0/242.7 MB
 20%[=========                                         ] 48.0/242.7 MB
 20%[=========                                         ] 48.0/242.7 MB
 20%[=========                                         ] 48.1/242.7 MB
 20%[=========                                         ] 48.1/242.7 MB
 20%[=========                                         ] 48.1/242.7 MB
 20%[=========                                         ] 48.1/242.7 MB
 20%[=========                                         ] 48.1/242.7 MB
 20%[=========                                         ] 48.1/242.7 MB
 20%[=========                                         ] 48.1/242.7 MB
 20%[=========                                         ] 48.1/242.7 MB
 20%[=========                                         ] 48.1/242.7 MB
 20%[=========                                         ] 48.1/242.7 MB
 20%[=========                                         ] 48.1/242.7 MB
 20%[=========                                         ] 48.1/242.7 MB
 20%[=========                                         ] 48.1/242.7 MB
 20%[=========                                         ] 48.2/242.7 MB
 20%[=========                                         ] 48.2/242.7 MB
 20%[=========                                         ] 48.2/242.7 MB
 20%[=========                                         ] 48.2/242.7 MB
 20%[=========                                         ] 48.2/242.7 MB
 20%[=========                                         ] 48.2/242.7 MB
 20%[=========                                         ] 48.2/242.7 MB
 20%[=========                                         ] 48.2/242.7 MB
 20%[=========                                         ] 48.2/242.7 MB
 20%[=========                                         ] 48.2/242.7 MB
 20%[=========                                         ] 48.2/242.7 MB
 20%[=========                                         ] 48.2/242.7 MB
 20%[=========                                         ] 48.2/242.7 MB
 20%[=========                                         ] 48.3/242.7 MB
 20%[=========                                         ] 48.3/242.7 MB
 20%[=========                                         ] 48.3/242.7 MB
 20%[=========                                         ] 48.3/242.7 MB
 20%[=========                                         ] 48.3/242.7 MB
 20%[=========                                         ] 48.3/242.7 MB
 20%[=========                                         ] 48.3/242.7 MB
 20%[=========                                         ] 48.3/242.7 MB
 20%[=========                                         ] 48.3/242.7 MB
 20%[=========                                         ] 48.3/242.7 MB
 20%[=========                                         ] 48.3/242.7 MB
 20%[=========                                         ] 48.3/242.7 MB
 20%[=========                                         ] 48.4/242.7 MB
 20%[=========                                         ] 48.4/242.7 MB
 20%[=========                                         ] 48.4/242.7 MB
 20%[=========                                         ] 48.4/242.7 MB
 20%[=========                                         ] 48.4/242.7 MB
 20%[=========                                         ] 48.4/242.7 MB
 20%[=========                                         ] 48.4/242.7 MB
 20%[=========                                         ] 48.4/242.7 MB
 20%[=========                                         ] 48.4/242.7 MB
 20%[=========                                         ] 48.4/242.7 MB
 20%[=========                                         ] 48.4/242.7 MB
 20%[=========                                         ] 48.4/242.7 MB
 20%[=========                                         ] 48.4/242.7 MB
 20%[=========                                         ] 48.5/242.7 MB
 20%[=========                                         ] 48.5/242.7 MB
 20%[=========                                         ] 48.5/242.7 MB
 20%[=========                                         ] 48.5/242.7 MB
 20%[=========                                         ] 48.5/242.7 MB
 20%[=========                                         ] 48.5/242.7 MB
 20%[=========                                         ] 48.5/242.7 MB
 20%[=========                                         ] 48.5/242.7 MB
 20%[=========                                         ] 48.5/242.7 MB
 20%[=========                                         ] 48.5/242.7 MB
 20%[=========                                         ] 48.5/242.7 MB
 20%[==========                                        ] 48.5/242.7 MB
 20%[==========                                        ] 48.5/242.7 MB
 20%[==========                                        ] 48.6/242.7 MB
 20%[==========                                        ] 48.6/242.7 MB
 20%[==========                                        ] 48.6/242.7 MB
 20%[==========                                        ] 48.6/242.7 MB
 20%[==========                                        ] 48.6/242.7 MB
 20%[==========                                        ] 48.6/242.7 MB
 20%[==========                                        ] 48.6/242.7 MB
 20%[==========                                        ] 48.6/242.7 MB
 20%[==========                                        ] 48.6/242.7 MB
 20%[==========                                        ] 48.6/242.7 MB
 20%[==========                                        ] 48.6/242.7 MB
 20%[==========                                        ] 48.6/242.7 MB
 20%[==========                                        ] 48.6/242.7 MB
 20%[==========                                        ] 48.7/242.7 MB
 20%[==========                                        ] 48.7/242.7 MB
 20%[==========                                        ] 48.7/242.7 MB
 20%[==========                                        ] 48.7/242.7 MB
 20%[==========                                        ] 48.7/242.7 MB
 20%[==========                                        ] 48.7/242.7 MB
 20%[==========                                        ] 48.7/242.7 MB
 20%[==========                                        ] 48.7/242.7 MB
 20%[==========                                        ] 48.7/242.7 MB
 20%[==========                                        ] 48.7/242.7 MB
 20%[==========                                        ] 48.7/242.7 MB
 20%[==========                                        ] 48.7/242.7 MB
 20%[==========                                        ] 48.8/242.7 MB
 20%[==========                                        ] 48.8/242.7 MB
 20%[==========                                        ] 48.8/242.7 MB
 20%[==========                                        ] 48.8/242.7 MB
 20%[==========                                        ] 48.8/242.7 MB
 20%[==========                                        ] 48.8/242.7 MB
 20%[==========                                        ] 48.8/242.7 MB
 20%[==========                                        ] 48.8/242.7 MB
 20%[==========                                        ] 48.8/242.7 MB
 20%[==========                                        ] 48.8/242.7 MB
 20%[==========                                        ] 48.8/242.7 MB
 20%[==========                                        ] 48.8/242.7 MB
 20%[==========                                        ] 48.8/242.7 MB
 20%[==========                                        ] 48.9/242.7 MB
 20%[==========                                        ] 48.9/242.7 MB
 20%[==========                                        ] 48.9/242.7 MB
 20%[==========                                        ] 48.9/242.7 MB
 20%[==========                                        ] 48.9/242.7 MB
 20%[==========                                        ] 48.9/242.7 MB
 20%[==========                                        ] 48.9/242.7 MB
 20%[==========                                        ] 48.9/242.7 MB
 20%[==========                                        ] 48.9/242.7 MB
 20%[==========                                        ] 48.9/242.7 MB
 20%[==========                                        ] 48.9/242.7 MB
 20%[==========                                        ] 48.9/242.7 MB
 20%[==========                                        ] 48.9/242.7 MB
 20%[==========                                        ] 49.0/242.7 MB
 20%[==========                                        ] 49.0/242.7 MB
 20%[==========                                        ] 49.0/242.7 MB
 20%[==========                                        ] 49.0/242.7 MB
 20%[==========                                        ] 49.0/242.7 MB
 20%[==========                                        ] 49.0/242.7 MB
 20%[==========                                        ] 49.0/242.7 MB
 20%[==========                                        ] 49.0/242.7 MB
 20%[==========                                        ] 49.0/242.7 MB
 20%[==========                                        ] 49.0/242.7 MB
 20%[==========                                        ] 49.0/242.7 MB
 20%[==========                                        ] 49.0/242.7 MB
 20%[==========                                        ] 49.0/242.7 MB
 20%[==========                                        ] 49.1/242.7 MB
 20%[==========                                        ] 49.1/242.7 MB
 20%[==========                                        ] 49.1/242.7 MB
 20%[==========                                        ] 49.1/242.7 MB
 20%[==========                                        ] 49.1/242.7 MB
 20%[==========                                        ] 49.1/242.7 MB
 20%[==========                                        ] 49.1/242.7 MB
 20%[==========                                        ] 49.1/242.7 MB
 20%[==========                                        ] 49.1/242.7 MB
 20%[==========                                        ] 49.1/242.7 MB
 20%[==========                                        ] 49.1/242.7 MB
 20%[==========                                        ] 49.1/242.7 MB
 20%[==========                                        ] 49.1/242.7 MB
 20%[==========                                        ] 49.2/242.7 MB
 20%[==========                                        ] 49.2/242.7 MB
 20%[==========                                        ] 49.2/242.7 MB
 20%[==========                                        ] 49.2/242.7 MB
 20%[==========                                        ] 49.2/242.7 MB
 20%[==========                                        ] 49.2/242.7 MB
 20%[==========                                        ] 49.2/242.7 MB
 20%[==========                                        ] 49.2/242.7 MB
 20%[==========                                        ] 49.2/242.7 MB
 20%[==========                                        ] 49.2/242.7 MB
 20%[==========                                        ] 49.2/242.7 MB
 20%[==========                                        ] 49.2/242.7 MB
 20%[==========                                        ] 49.2/242.7 MB
 20%[==========                                        ] 49.3/242.7 MB
 20%[==========                                        ] 49.3/242.7 MB
 20%[==========                                        ] 49.3/242.7 MB
 20%[==========                                        ] 49.3/242.7 MB
 20%[==========                                        ] 49.3/242.7 MB
 20%[==========                                        ] 49.3/242.7 MB
 20%[==========                                        ] 49.3/242.7 MB
 20%[==========                                        ] 49.3/242.7 MB
 20%[==========                                        ] 49.3/242.7 MB
 20%[==========                                        ] 49.3/242.7 MB
 20%[==========                                        ] 49.3/242.7 MB
 20%[==========                                        ] 49.3/242.7 MB
 20%[==========                                        ] 49.4/242.7 MB
 20%[==========                                        ] 49.4/242.7 MB
 20%[==========                                        ] 49.4/242.7 MB
 20%[==========                                        ] 49.4/242.7 MB
 20%[==========                                        ] 49.4/242.7 MB
 20%[==========                                        ] 49.4/242.7 MB
 20%[==========                                        ] 49.4/242.7 MB
 20%[==========                                        ] 49.4/242.7 MB
 20%[==========                                        ] 49.4/242.7 MB
 20%[==========                                        ] 49.4/242.7 MB
 20%[==========                                        ] 49.4/242.7 MB
 20%[==========                                        ] 49.4/242.7 MB
 20%[==========                                        ] 49.4/242.7 MB
 20%[==========                                        ] 49.5/242.7 MB
 20%[==========                                        ] 49.5/242.7 MB
 20%[==========                                        ] 49.5/242.7 MB
 20%[==========                                        ] 49.5/242.7 MB
 20%[==========                                        ] 49.5/242.7 MB
 20%[==========                                        ] 49.5/242.7 MB
 20%[==========                                        ] 49.5/242.7 MB
 20%[==========                                        ] 49.5/242.7 MB
 20%[==========                                        ] 49.5/242.7 MB
 20%[==========                                        ] 49.5/242.7 MB
 20%[==========                                        ] 49.5/242.7 MB
 20%[==========                                        ] 49.5/242.7 MB
 20%[==========                                        ] 49.5/242.7 MB
 20%[==========                                        ] 49.6/242.7 MB
 20%[==========                                        ] 49.6/242.7 MB
 20%[==========                                        ] 49.6/242.7 MB
 20%[==========                                        ] 49.6/242.7 MB
 20%[==========                                        ] 49.6/242.7 MB
 20%[==========                                        ] 49.6/242.7 MB
 20%[==========                                        ] 49.6/242.7 MB
 20%[==========                                        ] 49.6/242.7 MB
 20%[==========                                        ] 49.6/242.7 MB
 20%[==========                                        ] 49.6/242.7 MB
 20%[==========                                        ] 49.6/242.7 MB
 20%[==========                                        ] 49.6/242.7 MB
 20%[==========                                        ] 49.6/242.7 MB
 20%[==========                                        ] 49.7/242.7 MB
 20%[==========                                        ] 49.7/242.7 MB
 20%[==========                                        ] 49.7/242.7 MB
 20%[==========                                        ] 49.7/242.7 MB
 20%[==========                                        ] 49.7/242.7 MB
 20%[==========                                        ] 49.7/242.7 MB
 20%[==========                                        ] 49.7/242.7 MB
 20%[==========                                        ] 49.7/242.7 MB
 20%[==========                                        ] 49.7/242.7 MB
 20%[==========                                        ] 49.7/242.7 MB
 20%[==========                                        ] 49.7/242.7 MB
 20%[==========                                        ] 49.7/242.7 MB
 21%[==========                                        ] 49.8/242.7 MB
 21%[==========                                        ] 49.8/242.7 MB
 21%[==========                                        ] 49.8/242.7 MB
 21%[==========                                        ] 49.8/242.7 MB
 21%[==========                                        ] 49.8/242.7 MB
 21%[==========                                        ] 49.8/242.7 MB
 21%[==========                                        ] 49.8/242.7 MB
 21%[==========                                        ] 49.8/242.7 MB
 21%[==========                                        ] 49.8/242.7 MB
 21%[==========                                        ] 49.8/242.7 MB
 21%[==========                                        ] 49.8/242.7 MB
 21%[==========                                        ] 49.8/242.7 MB
 21%[==========                                        ] 49.8/242.7 MB
 21%[==========                                        ] 49.9/242.7 MB
 21%[==========                                        ] 49.9/242.7 MB
 21%[==========                                        ] 49.9/242.7 MB
 21%[==========                                        ] 49.9/242.7 MB
 21%[==========                                        ] 49.9/242.7 MB
 21%[==========                                        ] 49.9/242.7 MB
 21%[==========                                        ] 49.9/242.7 MB
 21%[==========                                        ] 49.9/242.7 MB
 21%[==========                                        ] 49.9/242.7 MB
 21%[==========                                        ] 49.9/242.7 MB
 21%[==========                                        ] 49.9/242.7 MB
 21%[==========                                        ] 49.9/242.7 MB
 21%[==========                                        ] 49.9/242.7 MB
 21%[==========                                        ] 50.0/242.7 MB
 21%[==========                                        ] 50.0/242.7 MB
 21%[==========                                        ] 50.0/242.7 MB
 21%[==========                                        ] 50.0/242.7 MB
 21%[==========                                        ] 50.0/242.7 MB
 21%[==========                                        ] 50.0/242.7 MB
 21%[==========                                        ] 50.0/242.7 MB
 21%[==========                                        ] 50.0/242.7 MB
 21%[==========                                        ] 50.0/242.7 MB
 21%[==========                                        ] 50.0/242.7 MB
 21%[==========                                        ] 50.0/242.7 MB
 21%[==========                                        ] 50.0/242.7 MB
 21%[==========                                        ] 50.0/242.7 MB
 21%[==========                                        ] 50.1/242.7 MB
 21%[==========                                        ] 50.1/242.7 MB
 21%[==========                                        ] 50.1/242.7 MB
 21%[==========                                        ] 50.1/242.7 MB
 21%[==========                                        ] 50.1/242.7 MB
 21%[==========                                        ] 50.1/242.7 MB
 21%[==========                                        ] 50.1/242.7 MB
 21%[==========                                        ] 50.1/242.7 MB
 21%[==========                                        ] 50.1/242.7 MB
 21%[==========                                        ] 50.1/242.7 MB
 21%[==========                                        ] 50.1/242.7 MB
 21%[==========                                        ] 50.1/242.7 MB
 21%[==========                                        ] 50.1/242.7 MB
 21%[==========                                        ] 50.2/242.7 MB
 21%[==========                                        ] 50.2/242.7 MB
 21%[==========                                        ] 50.2/242.7 MB
 21%[==========                                        ] 50.2/242.7 MB
 21%[==========                                        ] 50.2/242.7 MB
 21%[==========                                        ] 50.2/242.7 MB
 21%[==========                                        ] 50.2/242.7 MB
 21%[==========                                        ] 50.2/242.7 MB
 21%[==========                                        ] 50.2/242.7 MB
 21%[==========                                        ] 50.2/242.7 MB
 21%[==========                                        ] 50.2/242.7 MB
 21%[==========                                        ] 50.2/242.7 MB
 21%[==========                                        ] 50.2/242.7 MB
 21%[==========                                        ] 50.3/242.7 MB
 21%[==========                                        ] 50.3/242.7 MB
 21%[==========                                        ] 50.3/242.7 MB
 21%[==========                                        ] 50.3/242.7 MB
 21%[==========                                        ] 50.3/242.7 MB
 21%[==========                                        ] 50.3/242.7 MB
 21%[==========                                        ] 50.3/242.7 MB
 21%[==========                                        ] 50.3/242.7 MB
 21%[==========                                        ] 50.3/242.7 MB
 21%[==========                                        ] 50.3/242.7 MB
 21%[==========                                        ] 50.3/242.7 MB
 21%[==========                                        ] 50.3/242.7 MB
 21%[==========                                        ] 50.4/242.7 MB
 21%[==========                                        ] 50.4/242.7 MB
 21%[==========                                        ] 50.4/242.7 MB
 21%[==========                                        ] 50.4/242.7 MB
 21%[==========                                        ] 50.4/242.7 MB
 21%[==========                                        ] 50.4/242.7 MB
 21%[==========                                        ] 50.4/242.7 MB
 21%[==========                                        ] 50.4/242.7 MB
 21%[==========                                        ] 50.4/242.7 MB
 21%[==========                                        ] 50.4/242.7 MB
 21%[==========                                        ] 50.4/242.7 MB
 21%[==========                                        ] 50.4/242.7 MB
 21%[==========                                        ] 50.4/242.7 MB
 21%[==========                                        ] 50.5/242.7 MB
 21%[==========                                        ] 50.5/242.7 MB
 21%[==========                                        ] 50.5/242.7 MB
 21%[==========                                        ] 50.5/242.7 MB
 21%[==========                                        ] 50.5/242.7 MB
 21%[==========                                        ] 50.5/242.7 MB
 21%[==========                                        ] 50.5/242.7 MB
 21%[==========                                        ] 50.5/242.7 MB
 21%[==========                                        ] 50.5/242.7 MB
 21%[==========                                        ] 50.5/242.7 MB
 21%[==========                                        ] 50.5/242.7 MB
 21%[==========                                        ] 50.5/242.7 MB
 21%[==========                                        ] 50.5/242.7 MB
 21%[==========                                        ] 50.6/242.7 MB
 21%[==========                                        ] 50.6/242.7 MB
 21%[==========                                        ] 50.6/242.7 MB
 21%[==========                                        ] 50.6/242.7 MB
 21%[==========                                        ] 50.6/242.7 MB
 21%[==========                                        ] 50.6/242.7 MB
 21%[==========                                        ] 50.6/242.7 MB
 21%[==========                                        ] 50.6/242.7 MB
 21%[==========                                        ] 50.6/242.7 MB
 21%[==========                                        ] 50.6/242.7 MB
 21%[==========                                        ] 50.6/242.7 MB
 21%[==========                                        ] 50.6/242.7 MB
 21%[==========                                        ] 50.6/242.7 MB
 21%[==========                                        ] 50.7/242.7 MB
 21%[==========                                        ] 50.7/242.7 MB
 21%[==========                                        ] 50.7/242.7 MB
 21%[==========                                        ] 50.7/242.7 MB
 21%[==========                                        ] 50.7/242.7 MB
 21%[==========                                        ] 50.7/242.7 MB
 21%[==========                                        ] 50.7/242.7 MB
 21%[==========                                        ] 50.7/242.7 MB
 21%[==========                                        ] 50.7/242.7 MB
 21%[==========                                        ] 50.7/242.7 MB
 21%[==========                                        ] 50.7/242.7 MB
 21%[==========                                        ] 50.7/242.7 MB
 21%[==========                                        ] 50.8/242.7 MB
 21%[==========                                        ] 50.8/242.7 MB
 21%[==========                                        ] 50.8/242.7 MB
 21%[==========                                        ] 50.8/242.7 MB
 21%[==========                                        ] 50.8/242.7 MB
 21%[==========                                        ] 50.8/242.7 MB
 21%[==========                                        ] 50.8/242.7 MB
 21%[==========                                        ] 50.8/242.7 MB
 21%[==========                                        ] 50.8/242.7 MB
 21%[==========                                        ] 50.8/242.7 MB
 21%[==========                                        ] 50.8/242.7 MB
 21%[==========                                        ] 50.8/242.7 MB
 21%[==========                                        ] 50.8/242.7 MB
 21%[==========                                        ] 50.9/242.7 MB
 21%[==========                                        ] 50.9/242.7 MB
 21%[==========                                        ] 50.9/242.7 MB
 21%[==========                                        ] 50.9/242.7 MB
 21%[==========                                        ] 50.9/242.7 MB
 21%[==========                                        ] 50.9/242.7 MB
 21%[==========                                        ] 50.9/242.7 MB
 21%[==========                                        ] 50.9/242.7 MB
 21%[==========                                        ] 50.9/242.7 MB
 21%[==========                                        ] 50.9/242.7 MB
 21%[==========                                        ] 50.9/242.7 MB
 21%[==========                                        ] 50.9/242.7 MB
 21%[==========                                        ] 50.9/242.7 MB
 21%[==========                                        ] 51.0/242.7 MB
 21%[==========                                        ] 51.0/242.7 MB
 21%[==========                                        ] 51.0/242.7 MB
 21%[==========                                        ] 51.0/242.7 MB
 21%[==========                                        ] 51.0/242.7 MB
 21%[==========                                        ] 51.0/242.7 MB
 21%[==========                                        ] 51.0/242.7 MB
 21%[==========                                        ] 51.0/242.7 MB
 21%[==========                                        ] 51.0/242.7 MB
 21%[==========                                        ] 51.0/242.7 MB
 21%[==========                                        ] 51.0/242.7 MB
 21%[==========                                        ] 51.0/242.7 MB
 21%[==========                                        ] 51.0/242.7 MB
 21%[==========                                        ] 51.1/242.7 MB
 21%[==========                                        ] 51.1/242.7 MB
 21%[==========                                        ] 51.1/242.7 MB
 21%[==========                                        ] 51.1/242.7 MB
 21%[==========                                        ] 51.1/242.7 MB
 21%[==========                                        ] 51.1/242.7 MB
 21%[==========                                        ] 51.1/242.7 MB
 21%[==========                                        ] 51.1/242.7 MB
 21%[==========                                        ] 51.1/242.7 MB
 21%[==========                                        ] 51.1/242.7 MB
 21%[==========                                        ] 51.1/242.7 MB
 21%[==========                                        ] 51.1/242.7 MB
 21%[==========                                        ] 51.1/242.7 MB
 21%[==========                                        ] 51.2/242.7 MB
 21%[==========                                        ] 51.2/242.7 MB
 21%[==========                                        ] 51.2/242.7 MB
 21%[==========                                        ] 51.2/242.7 MB
 21%[==========                                        ] 51.2/242.7 MB
 21%[==========                                        ] 51.2/242.7 MB
 21%[==========                                        ] 51.2/242.7 MB
 21%[==========                                        ] 51.2/242.7 MB
 21%[==========                                        ] 51.2/242.7 MB
 21%[==========                                        ] 51.2/242.7 MB
 21%[==========                                        ] 51.2/242.7 MB
 21%[==========                                        ] 51.2/242.7 MB
 21%[==========                                        ] 51.2/242.7 MB
 21%[==========                                        ] 51.3/242.7 MB
 21%[==========                                        ] 51.3/242.7 MB
 21%[==========                                        ] 51.3/242.7 MB
 21%[==========                                        ] 51.3/242.7 MB
 21%[==========                                        ] 51.3/242.7 MB
 21%[==========                                        ] 51.3/242.7 MB
 21%[==========                                        ] 51.3/242.7 MB
 21%[==========                                        ] 51.3/242.7 MB
 21%[==========                                        ] 51.3/242.7 MB
 21%[==========                                        ] 51.3/242.7 MB
 21%[==========                                        ] 51.3/242.7 MB
 21%[==========                                        ] 51.3/242.7 MB
 21%[==========                                        ] 51.4/242.7 MB
 21%[==========                                        ] 51.4/242.7 MB
 21%[==========                                        ] 51.4/242.7 MB
 21%[==========                                        ] 51.4/242.7 MB
 21%[==========                                        ] 51.4/242.7 MB
 21%[==========                                        ] 51.4/242.7 MB
 21%[==========                                        ] 51.4/242.7 MB
 21%[==========                                        ] 51.4/242.7 MB
 21%[==========                                        ] 51.4/242.7 MB
 21%[==========                                        ] 51.4/242.7 MB
 21%[==========                                        ] 51.4/242.7 MB
 21%[==========                                        ] 51.4/242.7 MB
 21%[==========                                        ] 51.4/242.7 MB
 21%[==========                                        ] 51.5/242.7 MB
 21%[==========                                        ] 51.5/242.7 MB
 21%[==========                                        ] 51.5/242.7 MB
 21%[==========                                        ] 51.5/242.7 MB
 21%[==========                                        ] 51.5/242.7 MB
 21%[==========                                        ] 51.5/242.7 MB
 21%[==========                                        ] 51.5/242.7 MB
 21%[==========                                        ] 51.5/242.7 MB
 21%[==========                                        ] 51.5/242.7 MB
 21%[==========                                        ] 51.5/242.7 MB
 21%[==========                                        ] 51.5/242.7 MB
 21%[==========                                        ] 51.5/242.7 MB
 21%[==========                                        ] 51.5/242.7 MB
 21%[==========                                        ] 51.6/242.7 MB
 21%[==========                                        ] 51.6/242.7 MB
 21%[==========                                        ] 51.6/242.7 MB
 21%[==========                                        ] 51.6/242.7 MB
 21%[==========                                        ] 51.6/242.7 MB
 21%[==========                                        ] 51.6/242.7 MB
 21%[==========                                        ] 51.6/242.7 MB
 21%[==========                                        ] 51.6/242.7 MB
 21%[==========                                        ] 51.6/242.7 MB
 21%[==========                                        ] 51.6/242.7 MB
 21%[==========                                        ] 51.6/242.7 MB
 21%[==========                                        ] 51.6/242.7 MB
 21%[==========                                        ] 51.6/242.7 MB
 21%[==========                                        ] 51.7/242.7 MB
 21%[==========                                        ] 51.7/242.7 MB
 21%[==========                                        ] 51.7/242.7 MB
 21%[==========                                        ] 51.7/242.7 MB
 21%[==========                                        ] 51.7/242.7 MB
 21%[==========                                        ] 51.7/242.7 MB
 21%[==========                                        ] 51.7/242.7 MB
 21%[==========                                        ] 51.7/242.7 MB
 21%[==========                                        ] 51.7/242.7 MB
 21%[==========                                        ] 51.7/242.7 MB
 21%[==========                                        ] 51.7/242.7 MB
 21%[==========                                        ] 51.7/242.7 MB
 21%[==========                                        ] 51.8/242.7 MB
 21%[==========                                        ] 51.8/242.7 MB
 21%[==========                                        ] 51.8/242.7 MB
 21%[==========                                        ] 51.8/242.7 MB
 21%[==========                                        ] 51.8/242.7 MB
 21%[==========                                        ] 51.8/242.7 MB
 21%[==========                                        ] 51.8/242.7 MB
 21%[==========                                        ] 51.8/242.7 MB
 21%[==========                                        ] 51.8/242.7 MB
 21%[==========                                        ] 51.8/242.7 MB
 21%[==========                                        ] 51.8/242.7 MB
 21%[==========                                        ] 51.8/242.7 MB
 21%[==========                                        ] 51.8/242.7 MB
 21%[==========                                        ] 51.9/242.7 MB
 21%[==========                                        ] 51.9/242.7 MB
 21%[==========                                        ] 51.9/242.7 MB
 21%[==========                                        ] 51.9/242.7 MB
 21%[==========                                        ] 51.9/242.7 MB
 21%[==========                                        ] 51.9/242.7 MB
 21%[==========                                        ] 51.9/242.7 MB
 21%[==========                                        ] 51.9/242.7 MB
 21%[==========                                        ] 51.9/242.7 MB
 21%[==========                                        ] 51.9/242.7 MB
 21%[==========                                        ] 51.9/242.7 MB
 21%[==========                                        ] 51.9/242.7 MB
 21%[==========                                        ] 51.9/242.7 MB
 21%[==========                                        ] 52.0/242.7 MB
 21%[==========                                        ] 52.0/242.7 MB
 21%[==========                                        ] 52.0/242.7 MB
 21%[==========                                        ] 52.0/242.7 MB
 21%[==========                                        ] 52.0/242.7 MB
 21%[==========                                        ] 52.0/242.7 MB
 21%[==========                                        ] 52.0/242.7 MB
 21%[==========                                        ] 52.0/242.7 MB
 21%[==========                                        ] 52.0/242.7 MB
 21%[==========                                        ] 52.0/242.7 MB
 21%[==========                                        ] 52.0/242.7 MB
 21%[==========                                        ] 52.0/242.7 MB
 21%[==========                                        ] 52.0/242.7 MB
 21%[==========                                        ] 52.1/242.7 MB
 21%[==========                                        ] 52.1/242.7 MB
 21%[==========                                        ] 52.1/242.7 MB
 21%[==========                                        ] 52.1/242.7 MB
 21%[==========                                        ] 52.1/242.7 MB
 21%[==========                                        ] 52.1/242.7 MB
 21%[==========                                        ] 52.1/242.7 MB
 21%[==========                                        ] 52.1/242.7 MB
 21%[==========                                        ] 52.1/242.7 MB
 21%[==========                                        ] 52.1/242.7 MB
 21%[==========                                        ] 52.1/242.7 MB
 21%[==========                                        ] 52.1/242.7 MB
 21%[==========                                        ] 52.1/242.7 MB
 21%[==========                                        ] 52.2/242.7 MB
 21%[==========                                        ] 52.2/242.7 MB
 21%[==========                                        ] 52.2/242.7 MB
 22%[==========                                        ] 52.2/242.7 MB
 22%[==========                                        ] 52.2/242.7 MB
 22%[==========                                        ] 52.2/242.7 MB
 22%[==========                                        ] 52.2/242.7 MB
 22%[==========                                        ] 52.2/242.7 MB
 22%[==========                                        ] 52.2/242.7 MB
 22%[==========                                        ] 52.2/242.7 MB
 22%[==========                                        ] 52.2/242.7 MB
 22%[==========                                        ] 52.2/242.7 MB
 22%[==========                                        ] 52.2/242.7 MB
 22%[==========                                        ] 52.3/242.7 MB
 22%[==========                                        ] 52.3/242.7 MB
 22%[==========                                        ] 52.3/242.7 MB
 22%[==========                                        ] 52.3/242.7 MB
 22%[==========                                        ] 52.3/242.7 MB
 22%[==========                                        ] 52.3/242.7 MB
 22%[==========                                        ] 52.3/242.7 MB
 22%[==========                                        ] 52.3/242.7 MB
 22%[==========                                        ] 52.3/242.7 MB
 22%[==========                                        ] 52.3/242.7 MB
 22%[==========                                        ] 52.3/242.7 MB
 22%[==========                                        ] 52.3/242.7 MB
 22%[==========                                        ] 52.4/242.7 MB
 22%[==========                                        ] 52.4/242.7 MB
 22%[==========                                        ] 52.4/242.7 MB
 22%[==========                                        ] 52.4/242.7 MB
 22%[==========                                        ] 52.4/242.7 MB
 22%[==========                                        ] 52.4/242.7 MB
 22%[==========                                        ] 52.4/242.7 MB
 22%[==========                                        ] 52.4/242.7 MB
 22%[==========                                        ] 52.4/242.7 MB
 22%[==========                                        ] 52.4/242.7 MB
 22%[==========                                        ] 52.4/242.7 MB
 22%[==========                                        ] 52.4/242.7 MB
 22%[==========                                        ] 52.4/242.7 MB
 22%[==========                                        ] 52.5/242.7 MB
 22%[==========                                        ] 52.5/242.7 MB
 22%[==========                                        ] 52.5/242.7 MB
 22%[==========                                        ] 52.5/242.7 MB
 22%[==========                                        ] 52.5/242.7 MB
 22%[==========                                        ] 52.5/242.7 MB
 22%[==========                                        ] 52.5/242.7 MB
 22%[==========                                        ] 52.5/242.7 MB
 22%[==========                                        ] 52.5/242.7 MB
 22%[==========                                        ] 52.5/242.7 MB
 22%[==========                                        ] 52.5/242.7 MB
 22%[==========                                        ] 52.5/242.7 MB
 22%[==========                                        ] 52.5/242.7 MB
 22%[==========                                        ] 52.6/242.7 MB
 22%[==========                                        ] 52.6/242.7 MB
 22%[==========                                        ] 52.6/242.7 MB
 22%[==========                                        ] 52.6/242.7 MB
 22%[==========                                        ] 52.6/242.7 MB
 22%[==========                                        ] 52.6/242.7 MB
 22%[==========                                        ] 52.6/242.7 MB
 22%[==========                                        ] 52.6/242.7 MB
 22%[==========                                        ] 52.6/242.7 MB
 22%[==========                                        ] 52.6/242.7 MB
 22%[==========                                        ] 52.6/242.7 MB
 22%[==========                                        ] 52.6/242.7 MB
 22%[==========                                        ] 52.6/242.7 MB
 22%[==========                                        ] 52.7/242.7 MB
 22%[==========                                        ] 52.7/242.7 MB
 22%[==========                                        ] 52.7/242.7 MB
 22%[==========                                        ] 52.7/242.7 MB
 22%[==========                                        ] 52.7/242.7 MB
 22%[==========                                        ] 52.7/242.7 MB
 22%[==========                                        ] 52.7/242.7 MB
 22%[==========                                        ] 52.7/242.7 MB
 22%[==========                                        ] 52.7/242.7 MB
 22%[==========                                        ] 52.7/242.7 MB
 22%[==========                                        ] 52.7/242.7 MB
 22%[==========                                        ] 52.7/242.7 MB
 22%[==========                                        ] 52.8/242.7 MB
 22%[==========                                        ] 52.8/242.7 MB
 22%[==========                                        ] 52.8/242.7 MB
 22%[==========                                        ] 52.8/242.7 MB
 22%[==========                                        ] 52.8/242.7 MB
 22%[==========                                        ] 52.8/242.7 MB
 22%[==========                                        ] 52.8/242.7 MB
 22%[==========                                        ] 52.8/242.7 MB
 22%[==========                                        ] 52.8/242.7 MB
 22%[==========                                        ] 52.8/242.7 MB
 22%[==========                                        ] 52.8/242.7 MB
 22%[==========                                        ] 52.8/242.7 MB
 22%[==========                                        ] 52.8/242.7 MB
 22%[==========                                        ] 52.9/242.7 MB
 22%[==========                                        ] 52.9/242.7 MB
 22%[==========                                        ] 52.9/242.7 MB
 22%[==========                                        ] 52.9/242.7 MB
 22%[==========                                        ] 52.9/242.7 MB
 22%[==========                                        ] 52.9/242.7 MB
 22%[==========                                        ] 52.9/242.7 MB
 22%[==========                                        ] 52.9/242.7 MB
 22%[==========                                        ] 52.9/242.7 MB
 22%[==========                                        ] 52.9/242.7 MB
 22%[==========                                        ] 52.9/242.7 MB
 22%[==========                                        ] 52.9/242.7 MB
 22%[==========                                        ] 52.9/242.7 MB
 22%[==========                                        ] 53.0/242.7 MB
 22%[==========                                        ] 53.0/242.7 MB
 22%[==========                                        ] 53.0/242.7 MB
 22%[==========                                        ] 53.0/242.7 MB
 22%[==========                                        ] 53.0/242.7 MB
 22%[==========                                        ] 53.0/242.7 MB
 22%[==========                                        ] 53.0/242.7 MB
 22%[==========                                        ] 53.0/242.7 MB
 22%[==========                                        ] 53.0/242.7 MB
 22%[==========                                        ] 53.0/242.7 MB
 22%[==========                                        ] 53.0/242.7 MB
 22%[==========                                        ] 53.0/242.7 MB
 22%[==========                                        ] 53.0/242.7 MB
 22%[==========                                        ] 53.1/242.7 MB
 22%[==========                                        ] 53.1/242.7 MB
 22%[==========                                        ] 53.1/242.7 MB
 22%[==========                                        ] 53.1/242.7 MB
 22%[==========                                        ] 53.1/242.7 MB
 22%[==========                                        ] 53.1/242.7 MB
 22%[==========                                        ] 53.1/242.7 MB
 22%[==========                                        ] 53.1/242.7 MB
 22%[==========                                        ] 53.1/242.7 MB
 22%[==========                                        ] 53.1/242.7 MB
 22%[==========                                        ] 53.1/242.7 MB
 22%[==========                                        ] 53.1/242.7 MB
 22%[==========                                        ] 53.1/242.7 MB
 22%[==========                                        ] 53.2/242.7 MB
 22%[==========                                        ] 53.2/242.7 MB
 22%[==========                                        ] 53.2/242.7 MB
 22%[==========                                        ] 53.2/242.7 MB
 22%[==========                                        ] 53.2/242.7 MB
 22%[==========                                        ] 53.2/242.7 MB
 22%[==========                                        ] 53.2/242.7 MB
 22%[==========                                        ] 53.2/242.7 MB
 22%[==========                                        ] 53.2/242.7 MB
 22%[==========                                        ] 53.2/242.7 MB
 22%[==========                                        ] 53.2/242.7 MB
 22%[==========                                        ] 53.2/242.7 MB
 22%[==========                                        ] 53.2/242.7 MB
 22%[==========                                        ] 53.3/242.7 MB
 22%[==========                                        ] 53.3/242.7 MB
 22%[==========                                        ] 53.3/242.7 MB
 22%[==========                                        ] 53.3/242.7 MB
 22%[==========                                        ] 53.3/242.7 MB
 22%[==========                                        ] 53.3/242.7 MB
 22%[==========                                        ] 53.3/242.7 MB
 22%[==========                                        ] 53.3/242.7 MB
 22%[==========                                        ] 53.3/242.7 MB
 22%[==========                                        ] 53.3/242.7 MB
 22%[==========                                        ] 53.3/242.7 MB
 22%[==========                                        ] 53.3/242.7 MB
 22%[==========                                        ] 53.4/242.7 MB
 22%[==========                                        ] 53.4/242.7 MB
 22%[==========                                        ] 53.4/242.7 MB
 22%[==========                                        ] 53.4/242.7 MB
 22%[==========                                        ] 53.4/242.7 MB
 22%[===========                                       ] 53.4/242.7 MB
 22%[===========                                       ] 53.4/242.7 MB
 22%[===========                                       ] 53.4/242.7 MB
 22%[===========                                       ] 53.4/242.7 MB
 22%[===========                                       ] 53.4/242.7 MB
 22%[===========                                       ] 53.4/242.7 MB
 22%[===========                                       ] 53.4/242.7 MB
 22%[===========                                       ] 53.4/242.7 MB
 22%[===========                                       ] 53.5/242.7 MB
 22%[===========                                       ] 53.5/242.7 MB
 22%[===========                                       ] 53.5/242.7 MB
 22%[===========                                       ] 53.5/242.7 MB
 22%[===========                                       ] 53.5/242.7 MB
 22%[===========                                       ] 53.5/242.7 MB
 22%[===========                                       ] 53.5/242.7 MB
 22%[===========                                       ] 53.5/242.7 MB
 22%[===========                                       ] 53.5/242.7 MB
 22%[===========                                       ] 53.5/242.7 MB
 22%[===========                                       ] 53.5/242.7 MB
 22%[===========                                       ] 53.5/242.7 MB
 22%[===========                                       ] 53.5/242.7 MB
 22%[===========                                       ] 53.6/242.7 MB
 22%[===========                                       ] 53.6/242.7 MB
 22%[===========                                       ] 53.6/242.7 MB
 22%[===========                                       ] 53.6/242.7 MB
 22%[===========                                       ] 53.6/242.7 MB
 22%[===========                                       ] 53.6/242.7 MB
 22%[===========                                       ] 53.6/242.7 MB
 22%[===========                                       ] 53.6/242.7 MB
 22%[===========                                       ] 53.6/242.7 MB
 22%[===========                                       ] 53.6/242.7 MB
 22%[===========                                       ] 53.6/242.7 MB
 22%[===========                                       ] 53.6/242.7 MB
 22%[===========                                       ] 53.6/242.7 MB
 22%[===========                                       ] 53.7/242.7 MB
 22%[===========                                       ] 53.7/242.7 MB
 22%[===========                                       ] 53.7/242.7 MB
 22%[===========                                       ] 53.7/242.7 MB
 22%[===========                                       ] 53.7/242.7 MB
 22%[===========                                       ] 53.7/242.7 MB
 22%[===========                                       ] 53.7/242.7 MB
 22%[===========                                       ] 53.7/242.7 MB
 22%[===========                                       ] 53.7/242.7 MB
 22%[===========                                       ] 53.7/242.7 MB
 22%[===========                                       ] 53.7/242.7 MB
 22%[===========                                       ] 53.7/242.7 MB
 22%[===========                                       ] 53.8/242.7 MB
 22%[===========                                       ] 53.8/242.7 MB
 22%[===========                                       ] 53.8/242.7 MB
 22%[===========                                       ] 53.8/242.7 MB
 22%[===========                                       ] 53.8/242.7 MB
 22%[===========                                       ] 53.8/242.7 MB
 22%[===========                                       ] 53.8/242.7 MB
 22%[===========                                       ] 53.8/242.7 MB
 22%[===========                                       ] 53.8/242.7 MB
 22%[===========                                       ] 53.8/242.7 MB
 22%[===========                                       ] 53.8/242.7 MB
 22%[===========                                       ] 53.8/242.7 MB
 22%[===========                                       ] 53.8/242.7 MB
 22%[===========                                       ] 53.9/242.7 MB
 22%[===========                                       ] 53.9/242.7 MB
 22%[===========                                       ] 53.9/242.7 MB
 22%[===========                                       ] 53.9/242.7 MB
 22%[===========                                       ] 53.9/242.7 MB
 22%[===========                                       ] 53.9/242.7 MB
 22%[===========                                       ] 53.9/242.7 MB
 22%[===========                                       ] 53.9/242.7 MB
 22%[===========                                       ] 53.9/242.7 MB
 22%[===========                                       ] 53.9/242.7 MB
 22%[===========                                       ] 53.9/242.7 MB
 22%[===========                                       ] 53.9/242.7 MB
 22%[===========                                       ] 53.9/242.7 MB
 22%[===========                                       ] 54.0/242.7 MB
 22%[===========                                       ] 54.0/242.7 MB
 22%[===========                                       ] 54.0/242.7 MB
 22%[===========                                       ] 54.0/242.7 MB
 22%[===========                                       ] 54.0/242.7 MB
 22%[===========                                       ] 54.0/242.7 MB
 22%[===========                                       ] 54.0/242.7 MB
 22%[===========                                       ] 54.0/242.7 MB
 22%[===========                                       ] 54.0/242.7 MB
 22%[===========                                       ] 54.0/242.7 MB
 22%[===========                                       ] 54.0/242.7 MB
 22%[===========                                       ] 54.0/242.7 MB
 22%[===========                                       ] 54.0/242.7 MB
 22%[===========                                       ] 54.1/242.7 MB
 22%[===========                                       ] 54.1/242.7 MB
 22%[===========                                       ] 54.1/242.7 MB
 22%[===========                                       ] 54.1/242.7 MB
 22%[===========                                       ] 54.1/242.7 MB
 22%[===========                                       ] 54.1/242.7 MB
 22%[===========                                       ] 54.1/242.7 MB
 22%[===========                                       ] 54.1/242.7 MB
 22%[===========                                       ] 54.1/242.7 MB
 22%[===========                                       ] 54.1/242.7 MB
 22%[===========                                       ] 54.1/242.7 MB
 22%[===========                                       ] 54.1/242.7 MB
 22%[===========                                       ] 54.1/242.7 MB
 22%[===========                                       ] 54.2/242.7 MB
 22%[===========                                       ] 54.2/242.7 MB
 22%[===========                                       ] 54.2/242.7 MB
 22%[===========                                       ] 54.2/242.7 MB
 22%[===========                                       ] 54.2/242.7 MB
 22%[===========                                       ] 54.2/242.7 MB
 22%[===========                                       ] 54.2/242.7 MB
 22%[===========                                       ] 54.2/242.7 MB
 22%[===========                                       ] 54.2/242.7 MB
 22%[===========                                       ] 54.2/242.7 MB
 22%[===========                                       ] 54.2/242.7 MB
 22%[===========                                       ] 54.2/242.7 MB
 22%[===========                                       ] 54.2/242.7 MB
 22%[===========                                       ] 54.3/242.7 MB
 22%[===========                                       ] 54.3/242.7 MB
 22%[===========                                       ] 54.3/242.7 MB
 22%[===========                                       ] 54.3/242.7 MB
 22%[===========                                       ] 54.3/242.7 MB
 22%[===========                                       ] 54.3/242.7 MB
 22%[===========                                       ] 54.3/242.7 MB
 22%[===========                                       ] 54.3/242.7 MB
 22%[===========                                       ] 54.3/242.7 MB
 22%[===========                                       ] 54.3/242.7 MB
 22%[===========                                       ] 54.3/242.7 MB
 22%[===========                                       ] 54.3/242.7 MB
 22%[===========                                       ] 54.4/242.7 MB
 22%[===========                                       ] 54.4/242.7 MB
 22%[===========                                       ] 54.4/242.7 MB
 22%[===========                                       ] 54.4/242.7 MB
 22%[===========                                       ] 54.4/242.7 MB
 22%[===========                                       ] 54.4/242.7 MB
 22%[===========                                       ] 54.4/242.7 MB
 22%[===========                                       ] 54.4/242.7 MB
 22%[===========                                       ] 54.4/242.7 MB
 22%[===========                                       ] 54.4/242.7 MB
 22%[===========                                       ] 54.4/242.7 MB
 22%[===========                                       ] 54.4/242.7 MB
 22%[===========                                       ] 54.4/242.7 MB
 22%[===========                                       ] 54.5/242.7 MB
 22%[===========                                       ] 54.5/242.7 MB
 22%[===========                                       ] 54.5/242.7 MB
 22%[===========                                       ] 54.5/242.7 MB
 22%[===========                                       ] 54.5/242.7 MB
 22%[===========                                       ] 54.5/242.7 MB
 22%[===========                                       ] 54.5/242.7 MB
 22%[===========                                       ] 54.5/242.7 MB
 22%[===========                                       ] 54.5/242.7 MB
 22%[===========                                       ] 54.5/242.7 MB
 22%[===========                                       ] 54.5/242.7 MB
 22%[===========                                       ] 54.5/242.7 MB
 22%[===========                                       ] 54.5/242.7 MB
 22%[===========                                       ] 54.6/242.7 MB
 22%[===========                                       ] 54.6/242.7 MB
 22%[===========                                       ] 54.6/242.7 MB
 22%[===========                                       ] 54.6/242.7 MB
 22%[===========                                       ] 54.6/242.7 MB
 22%[===========                                       ] 54.6/242.7 MB
 22%[===========                                       ] 54.6/242.7 MB
 23%[===========                                       ] 54.6/242.7 MB
 23%[===========                                       ] 54.6/242.7 MB
 23%[===========                                       ] 54.6/242.7 MB
 23%[===========                                       ] 54.6/242.7 MB
 23%[===========                                       ] 54.6/242.7 MB
 23%[===========                                       ] 54.6/242.7 MB
 23%[===========                                       ] 54.7/242.7 MB
 23%[===========                                       ] 54.7/242.7 MB
 23%[===========                                       ] 54.7/242.7 MB
 23%[===========                                       ] 54.7/242.7 MB
 23%[===========                                       ] 54.7/242.7 MB
 23%[===========                                       ] 54.7/242.7 MB
 23%[===========                                       ] 54.7/242.7 MB
 23%[===========                                       ] 54.7/242.7 MB
 23%[===========                                       ] 54.7/242.7 MB
 23%[===========                                       ] 54.7/242.7 MB
 23%[===========                                       ] 54.7/242.7 MB
 23%[===========                                       ] 54.7/242.7 MB
 23%[===========                                       ] 54.8/242.7 MB
 23%[===========                                       ] 54.8/242.7 MB
 23%[===========                                       ] 54.8/242.7 MB
 23%[===========                                       ] 54.8/242.7 MB
 23%[===========                                       ] 54.8/242.7 MB
 23%[===========                                       ] 54.8/242.7 MB
 23%[===========                                       ] 54.8/242.7 MB
 23%[===========                                       ] 54.8/242.7 MB
 23%[===========                                       ] 54.8/242.7 MB
 23%[===========                                       ] 54.8/242.7 MB
 23%[===========                                       ] 54.8/242.7 MB
 23%[===========                                       ] 54.8/242.7 MB
 23%[===========                                       ] 54.8/242.7 MB
 23%[===========                                       ] 54.9/242.7 MB
 23%[===========                                       ] 54.9/242.7 MB
 23%[===========                                       ] 54.9/242.7 MB
 23%[===========                                       ] 54.9/242.7 MB
 23%[===========                                       ] 54.9/242.7 MB
 23%[===========                                       ] 54.9/242.7 MB
 23%[===========                                       ] 54.9/242.7 MB
 23%[===========                                       ] 54.9/242.7 MB
 23%[===========                                       ] 54.9/242.7 MB
 23%[===========                                       ] 54.9/242.7 MB
 23%[===========                                       ] 54.9/242.7 MB
 23%[===========                                       ] 54.9/242.7 MB
 23%[===========                                       ] 54.9/242.7 MB
 23%[===========                                       ] 55.0/242.7 MB
 23%[===========                                       ] 55.0/242.7 MB
 23%[===========                                       ] 55.0/242.7 MB
 23%[===========                                       ] 55.0/242.7 MB
 23%[===========                                       ] 55.0/242.7 MB
 23%[===========                                       ] 55.0/242.7 MB
 23%[===========                                       ] 55.0/242.7 MB
 23%[===========                                       ] 55.0/242.7 MB
 23%[===========                                       ] 55.0/242.7 MB
 23%[===========                                       ] 55.0/242.7 MB
 23%[===========                                       ] 55.0/242.7 MB
 23%[===========                                       ] 55.0/242.7 MB
 23%[===========                                       ] 55.0/242.7 MB
 23%[===========                                       ] 55.1/242.7 MB
 23%[===========                                       ] 55.1/242.7 MB
 23%[===========                                       ] 55.1/242.7 MB
 23%[===========                                       ] 55.1/242.7 MB
 23%[===========                                       ] 55.1/242.7 MB
 23%[===========                                       ] 55.1/242.7 MB
 23%[===========                                       ] 55.1/242.7 MB
 23%[===========                                       ] 55.1/242.7 MB
 23%[===========                                       ] 55.1/242.7 MB
 23%[===========                                       ] 55.1/242.7 MB
 23%[===========                                       ] 55.1/242.7 MB
 23%[===========                                       ] 55.1/242.7 MB
 23%[===========                                       ] 55.1/242.7 MB
 23%[===========                                       ] 55.2/242.7 MB
 23%[===========                                       ] 55.2/242.7 MB
 23%[===========                                       ] 55.2/242.7 MB
 23%[===========                                       ] 55.2/242.7 MB
 23%[===========                                       ] 55.2/242.7 MB
 23%[===========                                       ] 55.2/242.7 MB
 23%[===========                                       ] 55.2/242.7 MB
 23%[===========                                       ] 55.2/242.7 MB
 23%[===========                                       ] 55.2/242.7 MB
 23%[===========                                       ] 55.2/242.7 MB
 23%[===========                                       ] 55.2/242.7 MB
 23%[===========                                       ] 55.2/242.7 MB
 23%[===========                                       ] 55.2/242.7 MB
 23%[===========                                       ] 55.3/242.7 MB
 23%[===========                                       ] 55.3/242.7 MB
 23%[===========                                       ] 55.3/242.7 MB
 23%[===========                                       ] 55.3/242.7 MB
 23%[===========                                       ] 55.3/242.7 MB
 23%[===========                                       ] 55.3/242.7 MB
 23%[===========                                       ] 55.3/242.7 MB
 23%[===========                                       ] 55.3/242.7 MB
 23%[===========                                       ] 55.3/242.7 MB
 23%[===========                                       ] 55.3/242.7 MB
 23%[===========                                       ] 55.3/242.7 MB
 23%[===========                                       ] 55.3/242.7 MB
 23%[===========                                       ] 55.4/242.7 MB
 23%[===========                                       ] 55.4/242.7 MB
 23%[===========                                       ] 55.4/242.7 MB
 23%[===========                                       ] 55.4/242.7 MB
 23%[===========                                       ] 55.4/242.7 MB
 23%[===========                                       ] 55.4/242.7 MB
 23%[===========                                       ] 55.4/242.7 MB
 23%[===========                                       ] 55.4/242.7 MB
 23%[===========                                       ] 55.4/242.7 MB
 23%[===========                                       ] 55.4/242.7 MB
 23%[===========                                       ] 55.4/242.7 MB
 23%[===========                                       ] 55.4/242.7 MB
 23%[===========                                       ] 55.4/242.7 MB
 23%[===========                                       ] 55.5/242.7 MB
 23%[===========                                       ] 55.5/242.7 MB
 23%[===========                                       ] 55.5/242.7 MB
 23%[===========                                       ] 55.5/242.7 MB
 23%[===========                                       ] 55.5/242.7 MB
 23%[===========                                       ] 55.5/242.7 MB
 23%[===========                                       ] 55.5/242.7 MB
 23%[===========                                       ] 55.5/242.7 MB
 23%[===========                                       ] 55.5/242.7 MB
 23%[===========                                       ] 55.5/242.7 MB
 23%[===========                                       ] 55.5/242.7 MB
 23%[===========                                       ] 55.5/242.7 MB
 23%[===========                                       ] 55.5/242.7 MB
 23%[===========                                       ] 55.6/242.7 MB
 23%[===========                                       ] 55.6/242.7 MB
 23%[===========                                       ] 55.6/242.7 MB
 23%[===========                                       ] 55.6/242.7 MB
 23%[===========                                       ] 55.6/242.7 MB
 23%[===========                                       ] 55.6/242.7 MB
 23%[===========                                       ] 55.6/242.7 MB
 23%[===========                                       ] 55.6/242.7 MB
 23%[===========                                       ] 55.6/242.7 MB
 23%[===========                                       ] 55.6/242.7 MB
 23%[===========                                       ] 55.6/242.7 MB
 23%[===========                                       ] 55.6/242.7 MB
 23%[===========                                       ] 55.6/242.7 MB
 23%[===========                                       ] 55.7/242.7 MB
 23%[===========                                       ] 55.7/242.7 MB
 23%[===========                                       ] 55.7/242.7 MB
 23%[===========                                       ] 55.7/242.7 MB
 23%[===========                                       ] 55.7/242.7 MB
 23%[===========                                       ] 55.7/242.7 MB
 23%[===========                                       ] 55.7/242.7 MB
 23%[===========                                       ] 55.7/242.7 MB
 23%[===========                                       ] 55.7/242.7 MB
 23%[===========                                       ] 55.7/242.7 MB
 23%[===========                                       ] 55.7/242.7 MB
 23%[===========                                       ] 55.7/242.7 MB
 23%[===========                                       ] 55.8/242.7 MB
 23%[===========                                       ] 55.8/242.7 MB
 23%[===========                                       ] 55.8/242.7 MB
 23%[===========                                       ] 55.8/242.7 MB
 23%[===========                                       ] 55.8/242.7 MB
 23%[===========                                       ] 55.8/242.7 MB
 23%[===========                                       ] 55.8/242.7 MB
 23%[===========                                       ] 55.8/242.7 MB
 23%[===========                                       ] 55.8/242.7 MB
 23%[===========                                       ] 55.8/242.7 MB
 23%[===========                                       ] 55.8/242.7 MB
 23%[===========                                       ] 55.8/242.7 MB
 23%[===========                                       ] 55.8/242.7 MB
 23%[===========                                       ] 55.9/242.7 MB
 23%[===========                                       ] 55.9/242.7 MB
 23%[===========                                       ] 55.9/242.7 MB
 23%[===========                                       ] 55.9/242.7 MB
 23%[===========                                       ] 55.9/242.7 MB
 23%[===========                                       ] 55.9/242.7 MB
 23%[===========                                       ] 55.9/242.7 MB
 23%[===========                                       ] 55.9/242.7 MB
 23%[===========                                       ] 55.9/242.7 MB
 23%[===========                                       ] 55.9/242.7 MB
 23%[===========                                       ] 55.9/242.7 MB
 23%[===========                                       ] 55.9/242.7 MB
 23%[===========                                       ] 55.9/242.7 MB
 23%[===========                                       ] 56.0/242.7 MB
 23%[===========                                       ] 56.0/242.7 MB
 23%[===========                                       ] 56.0/242.7 MB
 23%[===========                                       ] 56.0/242.7 MB
 23%[===========                                       ] 56.0/242.7 MB
 23%[===========                                       ] 56.0/242.7 MB
 23%[===========                                       ] 56.0/242.7 MB
 23%[===========                                       ] 56.0/242.7 MB
 23%[===========                                       ] 56.0/242.7 MB
 23%[===========                                       ] 56.0/242.7 MB
 23%[===========                                       ] 56.0/242.7 MB
 23%[===========                                       ] 56.0/242.7 MB
 23%[===========                                       ] 56.0/242.7 MB
 23%[===========                                       ] 56.1/242.7 MB
 23%[===========                                       ] 56.1/242.7 MB
 23%[===========                                       ] 56.1/242.7 MB
 23%[===========                                       ] 56.1/242.7 MB
 23%[===========                                       ] 56.1/242.7 MB
 23%[===========                                       ] 56.1/242.7 MB
 23%[===========                                       ] 56.1/242.7 MB
 23%[===========                                       ] 56.1/242.7 MB
 23%[===========                                       ] 56.1/242.7 MB
 23%[===========                                       ] 56.1/242.7 MB
 23%[===========                                       ] 56.1/242.7 MB
 23%[===========                                       ] 56.1/242.7 MB
 23%[===========                                       ] 56.1/242.7 MB
 23%[===========                                       ] 56.2/242.7 MB
 23%[===========                                       ] 56.2/242.7 MB
 23%[===========                                       ] 56.2/242.7 MB
 23%[===========                                       ] 56.2/242.7 MB
 23%[===========                                       ] 56.2/242.7 MB
 23%[===========                                       ] 56.2/242.7 MB
 23%[===========                                       ] 56.2/242.7 MB
 23%[===========                                       ] 56.2/242.7 MB
 23%[===========                                       ] 56.2/242.7 MB
 23%[===========                                       ] 56.2/242.7 MB
 23%[===========                                       ] 56.2/242.7 MB
 23%[===========                                       ] 56.2/242.7 MB
 23%[===========                                       ] 56.2/242.7 MB
 23%[===========                                       ] 56.3/242.7 MB
 23%[===========                                       ] 56.3/242.7 MB
 23%[===========                                       ] 56.3/242.7 MB
 23%[===========                                       ] 56.3/242.7 MB
 23%[===========                                       ] 56.3/242.7 MB
 23%[===========                                       ] 56.3/242.7 MB
 23%[===========                                       ] 56.3/242.7 MB
 23%[===========                                       ] 56.3/242.7 MB
 23%[===========                                       ] 56.3/242.7 MB
 23%[===========                                       ] 56.3/242.7 MB
 23%[===========                                       ] 56.3/242.7 MB
 23%[===========                                       ] 56.3/242.7 MB
 23%[===========                                       ] 56.4/242.7 MB
 23%[===========                                       ] 56.4/242.7 MB
 23%[===========                                       ] 56.4/242.7 MB
 23%[===========                                       ] 56.4/242.7 MB
 23%[===========                                       ] 56.4/242.7 MB
 23%[===========                                       ] 56.4/242.7 MB
 23%[===========                                       ] 56.4/242.7 MB
 23%[===========                                       ] 56.4/242.7 MB
 23%[===========                                       ] 56.4/242.7 MB
 23%[===========                                       ] 56.4/242.7 MB
 23%[===========                                       ] 56.4/242.7 MB
 23%[===========                                       ] 56.4/242.7 MB
 23%[===========                                       ] 56.4/242.7 MB
 23%[===========                                       ] 56.5/242.7 MB
 23%[===========                                       ] 56.5/242.7 MB
 23%[===========                                       ] 56.5/242.7 MB
 23%[===========                                       ] 56.5/242.7 MB
 23%[===========                                       ] 56.5/242.7 MB
 23%[===========                                       ] 56.5/242.7 MB
 23%[===========                                       ] 56.5/242.7 MB
 23%[===========                                       ] 56.5/242.7 MB
 23%[===========                                       ] 56.5/242.7 MB
 23%[===========                                       ] 56.5/242.7 MB
 23%[===========                                       ] 56.5/242.7 MB
 23%[===========                                       ] 56.5/242.7 MB
 23%[===========                                       ] 56.5/242.7 MB
 23%[===========                                       ] 56.6/242.7 MB
 23%[===========                                       ] 56.6/242.7 MB
 23%[===========                                       ] 56.6/242.7 MB
 23%[===========                                       ] 56.6/242.7 MB
 23%[===========                                       ] 56.6/242.7 MB
 23%[===========                                       ] 56.6/242.7 MB
 23%[===========                                       ] 56.6/242.7 MB
 23%[===========                                       ] 56.6/242.7 MB
 23%[===========                                       ] 56.6/242.7 MB
 23%[===========                                       ] 56.6/242.7 MB
 23%[===========                                       ] 56.6/242.7 MB
 23%[===========                                       ] 56.6/242.7 MB
 23%[===========                                       ] 56.6/242.7 MB
 23%[===========                                       ] 56.7/242.7 MB
 23%[===========                                       ] 56.7/242.7 MB
 23%[===========                                       ] 56.7/242.7 MB
 23%[===========                                       ] 56.7/242.7 MB
 23%[===========                                       ] 56.7/242.7 MB
 23%[===========                                       ] 56.7/242.7 MB
 23%[===========                                       ] 56.7/242.7 MB
 23%[===========                                       ] 56.7/242.7 MB
 23%[===========                                       ] 56.7/242.7 MB
 23%[===========                                       ] 56.7/242.7 MB
 23%[===========                                       ] 56.7/242.7 MB
 23%[===========                                       ] 56.7/242.7 MB
 23%[===========                                       ] 56.8/242.7 MB
 23%[===========                                       ] 56.8/242.7 MB
 23%[===========                                       ] 56.8/242.7 MB
 23%[===========                                       ] 56.8/242.7 MB
 23%[===========                                       ] 56.8/242.7 MB
 23%[===========                                       ] 56.8/242.7 MB
 23%[===========                                       ] 56.8/242.7 MB
 23%[===========                                       ] 56.8/242.7 MB
 23%[===========                                       ] 56.8/242.7 MB
 23%[===========                                       ] 56.8/242.7 MB
 23%[===========                                       ] 56.8/242.7 MB
 23%[===========                                       ] 56.8/242.7 MB
 23%[===========                                       ] 56.8/242.7 MB
 23%[===========                                       ] 56.9/242.7 MB
 23%[===========                                       ] 56.9/242.7 MB
 23%[===========                                       ] 56.9/242.7 MB
 23%[===========                                       ] 56.9/242.7 MB
 23%[===========                                       ] 56.9/242.7 MB
 23%[===========                                       ] 56.9/242.7 MB
 23%[===========                                       ] 56.9/242.7 MB
 23%[===========                                       ] 56.9/242.7 MB
 23%[===========                                       ] 56.9/242.7 MB
 23%[===========                                       ] 56.9/242.7 MB
 23%[===========                                       ] 56.9/242.7 MB
 23%[===========                                       ] 56.9/242.7 MB
 23%[===========                                       ] 56.9/242.7 MB
 23%[===========                                       ] 57.0/242.7 MB
 23%[===========                                       ] 57.0/242.7 MB
 23%[===========                                       ] 57.0/242.7 MB
 23%[===========                                       ] 57.0/242.7 MB
 23%[===========                                       ] 57.0/242.7 MB
 23%[===========                                       ] 57.0/242.7 MB
 23%[===========                                       ] 57.0/242.7 MB
 23%[===========                                       ] 57.0/242.7 MB
 23%[===========                                       ] 57.0/242.7 MB
 23%[===========                                       ] 57.0/242.7 MB
 24%[===========                                       ] 57.0/242.7 MB
 24%[===========                                       ] 57.0/242.7 MB
 24%[===========                                       ] 57.0/242.7 MB
 24%[===========                                       ] 57.1/242.7 MB
 24%[===========                                       ] 57.1/242.7 MB
 24%[===========                                       ] 57.1/242.7 MB
 24%[===========                                       ] 57.1/242.7 MB
 24%[===========                                       ] 57.1/242.7 MB
 24%[===========                                       ] 57.1/242.7 MB
 24%[===========                                       ] 57.1/242.7 MB
 24%[===========                                       ] 57.1/242.7 MB
 24%[===========                                       ] 57.1/242.7 MB
 24%[===========                                       ] 57.1/242.7 MB
 24%[===========                                       ] 57.1/242.7 MB
 24%[===========                                       ] 57.1/242.7 MB
 24%[===========                                       ] 57.1/242.7 MB
 24%[===========                                       ] 57.2/242.7 MB
 24%[===========                                       ] 57.2/242.7 MB
 24%[===========                                       ] 57.2/242.7 MB
 24%[===========                                       ] 57.2/242.7 MB
 24%[===========                                       ] 57.2/242.7 MB
 24%[===========                                       ] 57.2/242.7 MB
 24%[===========                                       ] 57.2/242.7 MB
 24%[===========                                       ] 57.2/242.7 MB
 24%[===========                                       ] 57.2/242.7 MB
 24%[===========                                       ] 57.2/242.7 MB
 24%[===========                                       ] 57.2/242.7 MB
 24%[===========                                       ] 57.2/242.7 MB
 24%[===========                                       ] 57.2/242.7 MB
 24%[===========                                       ] 57.3/242.7 MB
 24%[===========                                       ] 57.3/242.7 MB
 24%[===========                                       ] 57.3/242.7 MB
 24%[===========                                       ] 57.3/242.7 MB
 24%[===========                                       ] 57.3/242.7 MB
 24%[===========                                       ] 57.3/242.7 MB
 24%[===========                                       ] 57.3/242.7 MB
 24%[===========                                       ] 57.3/242.7 MB
 24%[===========                                       ] 57.3/242.7 MB
 24%[===========                                       ] 57.3/242.7 MB
 24%[===========                                       ] 57.3/242.7 MB
 24%[===========                                       ] 57.3/242.7 MB
 24%[===========                                       ] 57.4/242.7 MB
 24%[===========                                       ] 57.4/242.7 MB
 24%[===========                                       ] 57.4/242.7 MB
 24%[===========                                       ] 57.4/242.7 MB
 24%[===========                                       ] 57.4/242.7 MB
 24%[===========                                       ] 57.4/242.7 MB
 24%[===========                                       ] 57.4/242.7 MB
 24%[===========                                       ] 57.4/242.7 MB
 24%[===========                                       ] 57.4/242.7 MB
 24%[===========                                       ] 57.4/242.7 MB
 24%[===========                                       ] 57.4/242.7 MB
 24%[===========                                       ] 57.4/242.7 MB
 24%[===========                                       ] 57.4/242.7 MB
 24%[===========                                       ] 57.5/242.7 MB
 24%[===========                                       ] 57.5/242.7 MB
 24%[===========                                       ] 57.5/242.7 MB
 24%[===========                                       ] 57.5/242.7 MB
 24%[===========                                       ] 57.5/242.7 MB
 24%[===========                                       ] 57.5/242.7 MB
 24%[===========                                       ] 57.5/242.7 MB
 24%[===========                                       ] 57.5/242.7 MB
 24%[===========                                       ] 57.5/242.7 MB
 24%[===========                                       ] 57.5/242.7 MB
 24%[===========                                       ] 57.5/242.7 MB
 24%[===========                                       ] 57.5/242.7 MB
 24%[===========                                       ] 57.5/242.7 MB
 24%[===========                                       ] 57.6/242.7 MB
 24%[===========                                       ] 57.6/242.7 MB
 24%[===========                                       ] 57.6/242.7 MB
 24%[===========                                       ] 57.6/242.7 MB
 24%[===========                                       ] 57.6/242.7 MB
 24%[===========                                       ] 57.6/242.7 MB
 24%[===========                                       ] 57.6/242.7 MB
 24%[===========                                       ] 57.6/242.7 MB
 24%[===========                                       ] 57.6/242.7 MB
 24%[===========                                       ] 57.6/242.7 MB
 24%[===========                                       ] 57.6/242.7 MB
 24%[===========                                       ] 57.6/242.7 MB
 24%[===========                                       ] 57.6/242.7 MB
 24%[===========                                       ] 57.7/242.7 MB
 24%[===========                                       ] 57.7/242.7 MB
 24%[===========                                       ] 57.7/242.7 MB
 24%[===========                                       ] 57.7/242.7 MB
 24%[===========                                       ] 57.7/242.7 MB
 24%[===========                                       ] 57.7/242.7 MB
 24%[===========                                       ] 57.7/242.7 MB
 24%[===========                                       ] 57.7/242.7 MB
 24%[===========                                       ] 57.7/242.7 MB
 24%[===========                                       ] 57.7/242.7 MB
 24%[===========                                       ] 57.7/242.7 MB
 24%[===========                                       ] 57.7/242.7 MB
 24%[===========                                       ] 57.8/242.7 MB
 24%[===========                                       ] 57.8/242.7 MB
 24%[===========                                       ] 57.8/242.7 MB
 24%[===========                                       ] 57.8/242.7 MB
 24%[===========                                       ] 57.8/242.7 MB
 24%[===========                                       ] 57.8/242.7 MB
 24%[===========                                       ] 57.8/242.7 MB
 24%[===========                                       ] 57.8/242.7 MB
 24%[===========                                       ] 57.8/242.7 MB
 24%[===========                                       ] 57.8/242.7 MB
 24%[===========                                       ] 57.8/242.7 MB
 24%[===========                                       ] 57.8/242.7 MB
 24%[===========                                       ] 57.8/242.7 MB
 24%[===========                                       ] 57.9/242.7 MB
 24%[===========                                       ] 57.9/242.7 MB
 24%[===========                                       ] 57.9/242.7 MB
 24%[===========                                       ] 57.9/242.7 MB
 24%[===========                                       ] 57.9/242.7 MB
 24%[===========                                       ] 57.9/242.7 MB
 24%[===========                                       ] 57.9/242.7 MB
 24%[===========                                       ] 57.9/242.7 MB
 24%[===========                                       ] 57.9/242.7 MB
 24%[===========                                       ] 57.9/242.7 MB
 24%[===========                                       ] 57.9/242.7 MB
 24%[===========                                       ] 57.9/242.7 MB
 24%[===========                                       ] 57.9/242.7 MB
 24%[===========                                       ] 58.0/242.7 MB
 24%[===========                                       ] 58.0/242.7 MB
 24%[===========                                       ] 58.0/242.7 MB
 24%[===========                                       ] 58.0/242.7 MB
 24%[===========                                       ] 58.0/242.7 MB
 24%[===========                                       ] 58.0/242.7 MB
 24%[===========                                       ] 58.0/242.7 MB
 24%[===========                                       ] 58.0/242.7 MB
 24%[===========                                       ] 58.0/242.7 MB
 24%[===========                                       ] 58.0/242.7 MB
 24%[===========                                       ] 58.0/242.7 MB
 24%[===========                                       ] 58.0/242.7 MB
 24%[===========                                       ] 58.0/242.7 MB
 24%[===========                                       ] 58.1/242.7 MB
 24%[===========                                       ] 58.1/242.7 MB
 24%[===========                                       ] 58.1/242.7 MB
 24%[===========                                       ] 58.1/242.7 MB
 24%[===========                                       ] 58.1/242.7 MB
 24%[===========                                       ] 58.1/242.7 MB
 24%[===========                                       ] 58.1/242.7 MB
 24%[===========                                       ] 58.1/242.7 MB
 24%[===========                                       ] 58.1/242.7 MB
 24%[===========                                       ] 58.1/242.7 MB
 24%[===========                                       ] 58.1/242.7 MB
 24%[===========                                       ] 58.1/242.7 MB
 24%[===========                                       ] 58.1/242.7 MB
 24%[===========                                       ] 58.2/242.7 MB
 24%[===========                                       ] 58.2/242.7 MB
 24%[===========                                       ] 58.2/242.7 MB
 24%[===========                                       ] 58.2/242.7 MB
 24%[===========                                       ] 58.2/242.7 MB
 24%[===========                                       ] 58.2/242.7 MB
 24%[===========                                       ] 58.2/242.7 MB
 24%[===========                                       ] 58.2/242.7 MB
 24%[===========                                       ] 58.2/242.7 MB
 24%[===========                                       ] 58.2/242.7 MB
 24%[===========                                       ] 58.2/242.7 MB
 24%[===========                                       ] 58.2/242.7 MB
 24%[============                                      ] 58.2/242.7 MB
 24%[============                                      ] 58.3/242.7 MB
 24%[============                                      ] 58.3/242.7 MB
 24%[============                                      ] 58.3/242.7 MB
 24%[============                                      ] 58.3/242.7 MB
 24%[============                                      ] 58.3/242.7 MB
 24%[============                                      ] 58.3/242.7 MB
 24%[============                                      ] 58.3/242.7 MB
 24%[============                                      ] 58.3/242.7 MB
 24%[============                                      ] 58.3/242.7 MB
 24%[============                                      ] 58.3/242.7 MB
 24%[============                                      ] 58.3/242.7 MB
 24%[============                                      ] 58.3/242.7 MB
 24%[============                                      ] 58.4/242.7 MB
 24%[============                                      ] 58.4/242.7 MB
 24%[============                                      ] 58.4/242.7 MB
 24%[============                                      ] 58.4/242.7 MB
 24%[============                                      ] 58.4/242.7 MB
 24%[============                                      ] 58.4/242.7 MB
 24%[============                                      ] 58.4/242.7 MB
 24%[============                                      ] 58.4/242.7 MB
 24%[============                                      ] 58.4/242.7 MB
 24%[============                                      ] 58.4/242.7 MB
 24%[============                                      ] 58.4/242.7 MB
 24%[============                                      ] 58.4/242.7 MB
 24%[============                                      ] 58.4/242.7 MB
 24%[============                                      ] 58.5/242.7 MB
 24%[============                                      ] 58.5/242.7 MB
 24%[============                                      ] 58.5/242.7 MB
 24%[============                                      ] 58.5/242.7 MB
 24%[============                                      ] 58.5/242.7 MB
 24%[============                                      ] 58.5/242.7 MB
 24%[============                                      ] 58.5/242.7 MB
 24%[============                                      ] 58.5/242.7 MB
 24%[============                                      ] 58.5/242.7 MB
 24%[============                                      ] 58.5/242.7 MB
 24%[============                                      ] 58.5/242.7 MB
 24%[============                                      ] 58.5/242.7 MB
 24%[============                                      ] 58.5/242.7 MB
 24%[============                                      ] 58.6/242.7 MB
 24%[============                                      ] 58.6/242.7 MB
 24%[============                                      ] 58.6/242.7 MB
 24%[============                                      ] 58.6/242.7 MB
 24%[============                                      ] 58.6/242.7 MB
 24%[============                                      ] 58.6/242.7 MB
 24%[============                                      ] 58.6/242.7 MB
 24%[============                                      ] 58.6/242.7 MB
 24%[============                                      ] 58.6/242.7 MB
 24%[============                                      ] 58.6/242.7 MB
 24%[============                                      ] 58.6/242.7 MB
 24%[============                                      ] 58.6/242.7 MB
 24%[============                                      ] 58.6/242.7 MB
 24%[============                                      ] 58.7/242.7 MB
 24%[============                                      ] 58.7/242.7 MB
 24%[============                                      ] 58.7/242.7 MB
 24%[============                                      ] 58.7/242.7 MB
 24%[============                                      ] 58.7/242.7 MB
 24%[============                                      ] 58.7/242.7 MB
 24%[============                                      ] 58.7/242.7 MB
 24%[============                                      ] 58.7/242.7 MB
 24%[============                                      ] 58.7/242.7 MB
 24%[============                                      ] 58.7/242.7 MB
 24%[============                                      ] 58.7/242.7 MB
 24%[============                                      ] 58.7/242.7 MB
 24%[============                                      ] 58.8/242.7 MB
 24%[============                                      ] 58.8/242.7 MB
 24%[============                                      ] 58.8/242.7 MB
 24%[============                                      ] 58.8/242.7 MB
 24%[============                                      ] 58.8/242.7 MB
 24%[============                                      ] 58.8/242.7 MB
 24%[============                                      ] 58.8/242.7 MB
 24%[============                                      ] 58.8/242.7 MB
 24%[============                                      ] 58.8/242.7 MB
 24%[============                                      ] 58.8/242.7 MB
 24%[============                                      ] 58.8/242.7 MB
 24%[============                                      ] 58.8/242.7 MB
 24%[============                                      ] 58.8/242.7 MB
 24%[============                                      ] 58.9/242.7 MB
 24%[============                                      ] 58.9/242.7 MB
 24%[============                                      ] 58.9/242.7 MB
 24%[============                                      ] 58.9/242.7 MB
 24%[============                                      ] 58.9/242.7 MB
 24%[============                                      ] 58.9/242.7 MB
 24%[============                                      ] 58.9/242.7 MB
 24%[============                                      ] 58.9/242.7 MB
 24%[============                                      ] 58.9/242.7 MB
 24%[============                                      ] 58.9/242.7 MB
 24%[============                                      ] 58.9/242.7 MB
 24%[============                                      ] 58.9/242.7 MB
 24%[============                                      ] 58.9/242.7 MB
 24%[============                                      ] 59.0/242.7 MB
 24%[============                                      ] 59.0/242.7 MB
 24%[============                                      ] 59.0/242.7 MB
 24%[============                                      ] 59.0/242.7 MB
 24%[============                                      ] 59.0/242.7 MB
 24%[============                                      ] 59.0/242.7 MB
 24%[============                                      ] 59.0/242.7 MB
 24%[============                                      ] 59.0/242.7 MB
 24%[============                                      ] 59.0/242.7 MB
 24%[============                                      ] 59.0/242.7 MB
 24%[============                                      ] 59.0/242.7 MB
 24%[============                                      ] 59.0/242.7 MB
 24%[============                                      ] 59.0/242.7 MB
 24%[============                                      ] 59.1/242.7 MB
 24%[============                                      ] 59.1/242.7 MB
 24%[============                                      ] 59.1/242.7 MB
 24%[============                                      ] 59.1/242.7 MB
 24%[============                                      ] 59.1/242.7 MB
 24%[============                                      ] 59.1/242.7 MB
 24%[============                                      ] 59.1/242.7 MB
 24%[============                                      ] 59.1/242.7 MB
 24%[============                                      ] 59.1/242.7 MB
 24%[============                                      ] 59.1/242.7 MB
 24%[============                                      ] 59.1/242.7 MB
 24%[============                                      ] 59.1/242.7 MB
 24%[============                                      ] 59.1/242.7 MB
 24%[============                                      ] 59.2/242.7 MB
 24%[============                                      ] 59.2/242.7 MB
 24%[============                                      ] 59.2/242.7 MB
 24%[============                                      ] 59.2/242.7 MB
 24%[============                                      ] 59.2/242.7 MB
 24%[============                                      ] 59.2/242.7 MB
 24%[============                                      ] 59.2/242.7 MB
 24%[============                                      ] 59.2/242.7 MB
 24%[============                                      ] 59.2/242.7 MB
 24%[============                                      ] 59.2/242.7 MB
 24%[============                                      ] 59.2/242.7 MB
 24%[============                                      ] 59.2/242.7 MB
 24%[============                                      ] 59.2/242.7 MB
 24%[============                                      ] 59.3/242.7 MB
 24%[============                                      ] 59.3/242.7 MB
 24%[============                                      ] 59.3/242.7 MB
 24%[============                                      ] 59.3/242.7 MB
 24%[============                                      ] 59.3/242.7 MB
 24%[============                                      ] 59.3/242.7 MB
 24%[============                                      ] 59.3/242.7 MB
 24%[============                                      ] 59.3/242.7 MB
 24%[============                                      ] 59.3/242.7 MB
 24%[============                                      ] 59.3/242.7 MB
 24%[============                                      ] 59.3/242.7 MB
 24%[============                                      ] 59.3/242.7 MB
 24%[============                                      ] 59.4/242.7 MB
 24%[============                                      ] 59.4/242.7 MB
 24%[============                                      ] 59.4/242.7 MB
 24%[============                                      ] 59.4/242.7 MB
 24%[============                                      ] 59.4/242.7 MB
 24%[============                                      ] 59.4/242.7 MB
 24%[============                                      ] 59.4/242.7 MB
 24%[============                                      ] 59.4/242.7 MB
 24%[============                                      ] 59.4/242.7 MB
 24%[============                                      ] 59.4/242.7 MB
 24%[============                                      ] 59.4/242.7 MB
 24%[============                                      ] 59.4/242.7 MB
 24%[============                                      ] 59.4/242.7 MB
 24%[============                                      ] 59.5/242.7 MB
 25%[============                                      ] 59.5/242.7 MB
 25%[============                                      ] 59.5/242.7 MB
 25%[============                                      ] 59.5/242.7 MB
 25%[============                                      ] 59.5/242.7 MB
 25%[============                                      ] 59.5/242.7 MB
 25%[============                                      ] 59.5/242.7 MB
 25%[============                                      ] 59.5/242.7 MB
 25%[============                                      ] 59.5/242.7 MB
 25%[============                                      ] 59.5/242.7 MB
 25%[============                                      ] 59.5/242.7 MB
 25%[============                                      ] 59.5/242.7 MB
 25%[============                                      ] 59.5/242.7 MB
 25%[============                                      ] 59.6/242.7 MB
 25%[============                                      ] 59.6/242.7 MB
 25%[============                                      ] 59.6/242.7 MB
 25%[============                                      ] 59.6/242.7 MB
 25%[============                                      ] 59.6/242.7 MB
 25%[============                                      ] 59.6/242.7 MB
 25%[============                                      ] 59.6/242.7 MB
 25%[============                                      ] 59.6/242.7 MB
 25%[============                                      ] 59.6/242.7 MB
 25%[============                                      ] 59.6/242.7 MB
 25%[============                                      ] 59.6/242.7 MB
 25%[============                                      ] 59.6/242.7 MB
 25%[============                                      ] 59.6/242.7 MB
 25%[============                                      ] 59.7/242.7 MB
 25%[============                                      ] 59.7/242.7 MB
 25%[============                                      ] 59.7/242.7 MB
 25%[============                                      ] 59.7/242.7 MB
 25%[============                                      ] 59.7/242.7 MB
 25%[============                                      ] 59.7/242.7 MB
 25%[============                                      ] 59.7/242.7 MB
 25%[============                                      ] 59.7/242.7 MB
 25%[============                                      ] 59.7/242.7 MB
 25%[============                                      ] 59.7/242.7 MB
 25%[============                                      ] 59.7/242.7 MB
 25%[============                                      ] 59.7/242.7 MB
 25%[============                                      ] 59.8/242.7 MB
 25%[============                                      ] 59.8/242.7 MB
 25%[============                                      ] 59.8/242.7 MB
 25%[============                                      ] 59.8/242.7 MB
 25%[============                                      ] 59.8/242.7 MB
 25%[============                                      ] 59.8/242.7 MB
 25%[============                                      ] 59.8/242.7 MB
 25%[============                                      ] 59.8/242.7 MB
 25%[============                                      ] 59.8/242.7 MB
 25%[============                                      ] 59.8/242.7 MB
 25%[============                                      ] 59.8/242.7 MB
 25%[============                                      ] 59.8/242.7 MB
 25%[============                                      ] 59.8/242.7 MB
 25%[============                                      ] 59.9/242.7 MB
 25%[============                                      ] 59.9/242.7 MB
 25%[============                                      ] 59.9/242.7 MB
 25%[============                                      ] 59.9/242.7 MB
 25%[============                                      ] 59.9/242.7 MB
 25%[============                                      ] 59.9/242.7 MB
 25%[============                                      ] 59.9/242.7 MB
 25%[============                                      ] 59.9/242.7 MB
 25%[============                                      ] 59.9/242.7 MB
 25%[============                                      ] 59.9/242.7 MB
 25%[============                                      ] 59.9/242.7 MB
 25%[============                                      ] 59.9/242.7 MB
 25%[============                                      ] 59.9/242.7 MB
 25%[============                                      ] 60.0/242.7 MB
 25%[============                                      ] 60.0/242.7 MB
 25%[============                                      ] 60.0/242.7 MB
 25%[============                                      ] 60.0/242.7 MB
 25%[============                                      ] 60.0/242.7 MB
 25%[============                                      ] 60.0/242.7 MB
 25%[============                                      ] 60.0/242.7 MB
 25%[============                                      ] 60.0/242.7 MB
 25%[============                                      ] 60.0/242.7 MB
 25%[============                                      ] 60.0/242.7 MB
 25%[============                                      ] 60.0/242.7 MB
 25%[============                                      ] 60.0/242.7 MB
 25%[============                                      ] 60.0/242.7 MB
 25%[============                                      ] 60.1/242.7 MB
 25%[============                                      ] 60.1/242.7 MB
 25%[============                                      ] 60.1/242.7 MB
 25%[============                                      ] 60.1/242.7 MB
 25%[============                                      ] 60.1/242.7 MB
 25%[============                                      ] 60.1/242.7 MB
 25%[============                                      ] 60.1/242.7 MB
 25%[============                                      ] 60.1/242.7 MB
 25%[============                                      ] 60.1/242.7 MB
 25%[============                                      ] 60.1/242.7 MB
 25%[============                                      ] 60.1/242.7 MB
 25%[============                                      ] 60.1/242.7 MB
 25%[============                                      ] 60.1/242.7 MB
 25%[============                                      ] 60.2/242.7 MB
 25%[============                                      ] 60.2/242.7 MB
 25%[============                                      ] 60.2/242.7 MB
 25%[============                                      ] 60.2/242.7 MB
 25%[============                                      ] 60.2/242.7 MB
 25%[============                                      ] 60.2/242.7 MB
 25%[============                                      ] 60.2/242.7 MB
 25%[============                                      ] 60.2/242.7 MB
 25%[============                                      ] 60.2/242.7 MB
 25%[============                                      ] 60.2/242.7 MB
 25%[============                                      ] 60.2/242.7 MB
 25%[============                                      ] 60.2/242.7 MB
 25%[============                                      ] 60.2/242.7 MB
 25%[============                                      ] 60.3/242.7 MB
 25%[============                                      ] 60.3/242.7 MB
 25%[============                                      ] 60.3/242.7 MB
 25%[============                                      ] 60.3/242.7 MB
 25%[============                                      ] 60.3/242.7 MB
 25%[============                                      ] 60.3/242.7 MB
 25%[============                                      ] 60.3/242.7 MB
 25%[============                                      ] 60.3/242.7 MB
 25%[============                                      ] 60.3/242.7 MB
 25%[============                                      ] 60.3/242.7 MB
 25%[============                                      ] 60.3/242.7 MB
 25%[============                                      ] 60.3/242.7 MB
 25%[============                                      ] 60.4/242.7 MB
 25%[============                                      ] 60.4/242.7 MB
 25%[============                                      ] 60.4/242.7 MB
 25%[============                                      ] 60.4/242.7 MB
 25%[============                                      ] 60.4/242.7 MB
 25%[============                                      ] 60.4/242.7 MB
 25%[============                                      ] 60.4/242.7 MB
 25%[============                                      ] 60.4/242.7 MB
 25%[============                                      ] 60.4/242.7 MB
 25%[============                                      ] 60.4/242.7 MB
 25%[============                                      ] 60.4/242.7 MB
 25%[============                                      ] 60.4/242.7 MB
 25%[============                                      ] 60.4/242.7 MB
 25%[============                                      ] 60.5/242.7 MB
 25%[============                                      ] 60.5/242.7 MB
 25%[============                                      ] 60.5/242.7 MB
 25%[============                                      ] 60.5/242.7 MB
 25%[============                                      ] 60.5/242.7 MB
 25%[============                                      ] 60.5/242.7 MB
 25%[============                                      ] 60.5/242.7 MB
 25%[============                                      ] 60.5/242.7 MB
 25%[============                                      ] 60.5/242.7 MB
 25%[============                                      ] 60.5/242.7 MB
 25%[============                                      ] 60.5/242.7 MB
 25%[============                                      ] 60.5/242.7 MB
 25%[============                                      ] 60.5/242.7 MB
 25%[============                                      ] 60.6/242.7 MB
 25%[============                                      ] 60.6/242.7 MB
 25%[============                                      ] 60.6/242.7 MB
 25%[============                                      ] 60.6/242.7 MB
 25%[============                                      ] 60.6/242.7 MB
 25%[============                                      ] 60.6/242.7 MB
 25%[============                                      ] 60.6/242.7 MB
 25%[============                                      ] 60.6/242.7 MB
 25%[============                                      ] 60.6/242.7 MB
 25%[============                                      ] 60.6/242.7 MB
 25%[============                                      ] 60.6/242.7 MB
 25%[============                                      ] 60.6/242.7 MB
 25%[============                                      ] 60.6/242.7 MB
 25%[============                                      ] 60.7/242.7 MB
 25%[============                                      ] 60.7/242.7 MB
 25%[============                                      ] 60.7/242.7 MB
 25%[============                                      ] 60.7/242.7 MB
 25%[============                                      ] 60.7/242.7 MB
 25%[============                                      ] 60.7/242.7 MB
 25%[============                                      ] 60.7/242.7 MB
 25%[============                                      ] 60.7/242.7 MB
 25%[============                                      ] 60.7/242.7 MB
 25%[============                                      ] 60.7/242.7 MB
 25%[============                                      ] 60.7/242.7 MB
 25%[============                                      ] 60.7/242.7 MB
 25%[============                                      ] 60.8/242.7 MB
 25%[============                                      ] 60.8/242.7 MB
 25%[============                                      ] 60.8/242.7 MB
 25%[============                                      ] 60.8/242.7 MB
 25%[============                                      ] 60.8/242.7 MB
 25%[============                                      ] 60.8/242.7 MB
 25%[============                                      ] 60.8/242.7 MB
 25%[============                                      ] 60.8/242.7 MB
 25%[============                                      ] 60.8/242.7 MB
 25%[============                                      ] 60.8/242.7 MB
 25%[============                                      ] 60.8/242.7 MB
 25%[============                                      ] 60.8/242.7 MB
 25%[============                                      ] 60.8/242.7 MB
 25%[============                                      ] 60.9/242.7 MB
 25%[============                                      ] 60.9/242.7 MB
 25%[============                                      ] 60.9/242.7 MB
 25%[============                                      ] 60.9/242.7 MB
 25%[============                                      ] 60.9/242.7 MB
 25%[============                                      ] 60.9/242.7 MB
 25%[============                                      ] 60.9/242.7 MB
 25%[============                                      ] 60.9/242.7 MB
 25%[============                                      ] 60.9/242.7 MB
 25%[============                                      ] 60.9/242.7 MB
 25%[============                                      ] 60.9/242.7 MB
 25%[============                                      ] 60.9/242.7 MB
 25%[============                                      ] 60.9/242.7 MB
 25%[============                                      ] 61.0/242.7 MB
 25%[============                                      ] 61.0/242.7 MB
 25%[============                                      ] 61.0/242.7 MB
 25%[============                                      ] 61.0/242.7 MB
 25%[============                                      ] 61.0/242.7 MB
 25%[============                                      ] 61.0/242.7 MB
 25%[============                                      ] 61.0/242.7 MB
 25%[============                                      ] 61.0/242.7 MB
 25%[============                                      ] 61.0/242.7 MB
 25%[============                                      ] 61.0/242.7 MB
 25%[============                                      ] 61.0/242.7 MB
 25%[============                                      ] 61.0/242.7 MB
 25%[============                                      ] 61.0/242.7 MB
 25%[============                                      ] 61.1/242.7 MB
 25%[============                                      ] 61.1/242.7 MB
 25%[============                                      ] 61.1/242.7 MB
 25%[============                                      ] 61.1/242.7 MB
 25%[============                                      ] 61.1/242.7 MB
 25%[============                                      ] 61.1/242.7 MB
 25%[============                                      ] 61.1/242.7 MB
 25%[============                                      ] 61.1/242.7 MB
 25%[============                                      ] 61.1/242.7 MB
 25%[============                                      ] 61.1/242.7 MB
 25%[============                                      ] 61.1/242.7 MB
 25%[============                                      ] 61.1/242.7 MB
 25%[============                                      ] 61.1/242.7 MB
 25%[============                                      ] 61.2/242.7 MB
 25%[============                                      ] 61.2/242.7 MB
 25%[============                                      ] 61.2/242.7 MB
 25%[============                                      ] 61.2/242.7 MB
 25%[============                                      ] 61.2/242.7 MB
 25%[============                                      ] 61.2/242.7 MB
 25%[============                                      ] 61.2/242.7 MB
 25%[============                                      ] 61.2/242.7 MB
 25%[============                                      ] 61.2/242.7 MB
 25%[============                                      ] 61.2/242.7 MB
 25%[============                                      ] 61.2/242.7 MB
 25%[============                                      ] 61.2/242.7 MB
 25%[============                                      ] 61.2/242.7 MB
 25%[============                                      ] 61.3/242.7 MB
 25%[============                                      ] 61.3/242.7 MB
 25%[============                                      ] 61.3/242.7 MB
 25%[============                                      ] 61.3/242.7 MB
 25%[============                                      ] 61.3/242.7 MB
 25%[============                                      ] 61.3/242.7 MB
 25%[============                                      ] 61.3/242.7 MB
 25%[============                                      ] 61.3/242.7 MB
 25%[============                                      ] 61.3/242.7 MB
 25%[============                                      ] 61.3/242.7 MB
 25%[============                                      ] 61.3/242.7 MB
 25%[============                                      ] 61.3/242.7 MB
 25%[============                                      ] 61.4/242.7 MB
 25%[============                                      ] 61.4/242.7 MB
 25%[============                                      ] 61.4/242.7 MB
 25%[============                                      ] 61.4/242.7 MB
 25%[============                                      ] 61.4/242.7 MB
 25%[============                                      ] 61.4/242.7 MB
 25%[============                                      ] 61.4/242.7 MB
 25%[============                                      ] 61.4/242.7 MB
 25%[============                                      ] 61.4/242.7 MB
 25%[============                                      ] 61.4/242.7 MB
 25%[============                                      ] 61.4/242.7 MB
 25%[============                                      ] 61.4/242.7 MB
 25%[============                                      ] 61.4/242.7 MB
 25%[============                                      ] 61.5/242.7 MB
 25%[============                                      ] 61.5/242.7 MB
 25%[============                                      ] 61.5/242.7 MB
 25%[============                                      ] 61.5/242.7 MB
 25%[============                                      ] 61.5/242.7 MB
 25%[============                                      ] 61.5/242.7 MB
 25%[============                                      ] 61.5/242.7 MB
 25%[============                                      ] 61.5/242.7 MB
 25%[============                                      ] 61.5/242.7 MB
 25%[============                                      ] 61.5/242.7 MB
 25%[============                                      ] 61.5/242.7 MB
 25%[============                                      ] 61.5/242.7 MB
 25%[============                                      ] 61.5/242.7 MB
 25%[============                                      ] 61.6/242.7 MB
 25%[============                                      ] 61.6/242.7 MB
 25%[============                                      ] 61.6/242.7 MB
 25%[============                                      ] 61.6/242.7 MB
 25%[============                                      ] 61.6/242.7 MB
 25%[============                                      ] 61.6/242.7 MB
 25%[============                                      ] 61.6/242.7 MB
 25%[============                                      ] 61.6/242.7 MB
 25%[============                                      ] 61.6/242.7 MB
 25%[============                                      ] 61.6/242.7 MB
 25%[============                                      ] 61.6/242.7 MB
 25%[============                                      ] 61.6/242.7 MB
 25%[============                                      ] 61.6/242.7 MB
 25%[============                                      ] 61.7/242.7 MB
 25%[============                                      ] 61.7/242.7 MB
 25%[============                                      ] 61.7/242.7 MB
 25%[============                                      ] 61.7/242.7 MB
 25%[============                                      ] 61.7/242.7 MB
 25%[============                                      ] 61.7/242.7 MB
 25%[============                                      ] 61.7/242.7 MB
 25%[============                                      ] 61.7/242.7 MB
 25%[============                                      ] 61.7/242.7 MB
 25%[============                                      ] 61.7/242.7 MB
 25%[============                                      ] 61.7/242.7 MB
 25%[============                                      ] 61.7/242.7 MB
 25%[============                                      ] 61.8/242.7 MB
 25%[============                                      ] 61.8/242.7 MB
 25%[============                                      ] 61.8/242.7 MB
 25%[============                                      ] 61.8/242.7 MB
 25%[============                                      ] 61.8/242.7 MB
 25%[============                                      ] 61.8/242.7 MB
 25%[============                                      ] 61.8/242.7 MB
 25%[============                                      ] 61.8/242.7 MB
 25%[============                                      ] 61.8/242.7 MB
 25%[============                                      ] 61.8/242.7 MB
 25%[============                                      ] 61.8/242.7 MB
 25%[============                                      ] 61.8/242.7 MB
 25%[============                                      ] 61.8/242.7 MB
 25%[============                                      ] 61.9/242.7 MB
 25%[============                                      ] 61.9/242.7 MB
 25%[============                                      ] 61.9/242.7 MB
 25%[============                                      ] 61.9/242.7 MB
 25%[============                                      ] 61.9/242.7 MB
 26%[============                                      ] 61.9/242.7 MB
 26%[============                                      ] 61.9/242.7 MB
 26%[============                                      ] 61.9/242.7 MB
 26%[============                                      ] 61.9/242.7 MB
 26%[============                                      ] 61.9/242.7 MB
 26%[============                                      ] 61.9/242.7 MB
 26%[============                                      ] 61.9/242.7 MB
 26%[============                                      ] 61.9/242.7 MB
 26%[============                                      ] 62.0/242.7 MB
 26%[============                                      ] 62.0/242.7 MB
 26%[============                                      ] 62.0/242.7 MB
 26%[============                                      ] 62.0/242.7 MB
 26%[============                                      ] 62.0/242.7 MB
 26%[============                                      ] 62.0/242.7 MB
 26%[============                                      ] 62.0/242.7 MB
 26%[============                                      ] 62.0/242.7 MB
 26%[============                                      ] 62.0/242.7 MB
 26%[============                                      ] 62.0/242.7 MB
 26%[============                                      ] 62.0/242.7 MB
 26%[============                                      ] 62.0/242.7 MB
 26%[============                                      ] 62.0/242.7 MB
 26%[============                                      ] 62.1/242.7 MB
 26%[============                                      ] 62.1/242.7 MB
 26%[============                                      ] 62.1/242.7 MB
 26%[============                                      ] 62.1/242.7 MB
 26%[============                                      ] 62.1/242.7 MB
 26%[============                                      ] 62.1/242.7 MB
 26%[============                                      ] 62.1/242.7 MB
 26%[============                                      ] 62.1/242.7 MB
 26%[============                                      ] 62.1/242.7 MB
 26%[============                                      ] 62.1/242.7 MB
 26%[============                                      ] 62.1/242.7 MB
 26%[============                                      ] 62.1/242.7 MB
 26%[============                                      ] 62.1/242.7 MB
 26%[============                                      ] 62.2/242.7 MB
 26%[============                                      ] 62.2/242.7 MB
 26%[============                                      ] 62.2/242.7 MB
 26%[============                                      ] 62.2/242.7 MB
 26%[============                                      ] 62.2/242.7 MB
 26%[============                                      ] 62.2/242.7 MB
 26%[============                                      ] 62.2/242.7 MB
 26%[============                                      ] 62.2/242.7 MB
 26%[============                                      ] 62.2/242.7 MB
 26%[============                                      ] 62.2/242.7 MB
 26%[============                                      ] 62.2/242.7 MB
 26%[============                                      ] 62.2/242.7 MB
 26%[============                                      ] 62.2/242.7 MB
 26%[============                                      ] 62.3/242.7 MB
 26%[============                                      ] 62.3/242.7 MB
 26%[============                                      ] 62.3/242.7 MB
 26%[============                                      ] 62.3/242.7 MB
 26%[============                                      ] 62.3/242.7 MB
 26%[============                                      ] 62.3/242.7 MB
 26%[============                                      ] 62.3/242.7 MB
 26%[============                                      ] 62.3/242.7 MB
 26%[============                                      ] 62.3/242.7 MB
 26%[============                                      ] 62.3/242.7 MB
 26%[============                                      ] 62.3/242.7 MB
 26%[============                                      ] 62.3/242.7 MB
 26%[============                                      ] 62.4/242.7 MB
 26%[============                                      ] 62.4/242.7 MB
 26%[============                                      ] 62.4/242.7 MB
 26%[============                                      ] 62.4/242.7 MB
 26%[============                                      ] 62.4/242.7 MB
 26%[============                                      ] 62.4/242.7 MB
 26%[============                                      ] 62.4/242.7 MB
 26%[============                                      ] 62.4/242.7 MB
 26%[============                                      ] 62.4/242.7 MB
 26%[============                                      ] 62.4/242.7 MB
 26%[============                                      ] 62.4/242.7 MB
 26%[============                                      ] 62.4/242.7 MB
 26%[============                                      ] 62.4/242.7 MB
 26%[============                                      ] 62.5/242.7 MB
 26%[============                                      ] 62.5/242.7 MB
 26%[============                                      ] 62.5/242.7 MB
 26%[============                                      ] 62.5/242.7 MB
 26%[============                                      ] 62.5/242.7 MB
 26%[============                                      ] 62.5/242.7 MB
 26%[============                                      ] 62.5/242.7 MB
 26%[============                                      ] 62.5/242.7 MB
 26%[============                                      ] 62.5/242.7 MB
 26%[============                                      ] 62.5/242.7 MB
 26%[============                                      ] 62.5/242.7 MB
 26%[============                                      ] 62.5/242.7 MB
 26%[============                                      ] 62.5/242.7 MB
 26%[============                                      ] 62.6/242.7 MB
 26%[============                                      ] 62.6/242.7 MB
 26%[============                                      ] 62.6/242.7 MB
 26%[============                                      ] 62.6/242.7 MB
 26%[============                                      ] 62.6/242.7 MB
 26%[============                                      ] 62.6/242.7 MB
 26%[============                                      ] 62.6/242.7 MB
 26%[============                                      ] 62.6/242.7 MB
 26%[============                                      ] 62.6/242.7 MB
 26%[============                                      ] 62.6/242.7 MB
 26%[============                                      ] 62.6/242.7 MB
 26%[============                                      ] 62.6/242.7 MB
 26%[============                                      ] 62.6/242.7 MB
 26%[============                                      ] 62.7/242.7 MB
 26%[============                                      ] 62.7/242.7 MB
 26%[============                                      ] 62.7/242.7 MB
 26%[============                                      ] 62.7/242.7 MB
 26%[============                                      ] 62.7/242.7 MB
 26%[============                                      ] 62.7/242.7 MB
 26%[============                                      ] 62.7/242.7 MB
 26%[============                                      ] 62.7/242.7 MB
 26%[============                                      ] 62.7/242.7 MB
 26%[============                                      ] 62.7/242.7 MB
 26%[============                                      ] 62.7/242.7 MB
 26%[============                                      ] 62.7/242.7 MB
 26%[============                                      ] 62.8/242.7 MB
 26%[============                                      ] 62.8/242.7 MB
 26%[============                                      ] 62.8/242.7 MB
 26%[============                                      ] 62.8/242.7 MB
 26%[============                                      ] 62.8/242.7 MB
 26%[============                                      ] 62.8/242.7 MB
 26%[============                                      ] 62.8/242.7 MB
 26%[============                                      ] 62.8/242.7 MB
 26%[============                                      ] 62.8/242.7 MB
 26%[============                                      ] 62.8/242.7 MB
 26%[============                                      ] 62.8/242.7 MB
 26%[============                                      ] 62.8/242.7 MB
 26%[============                                      ] 62.8/242.7 MB
 26%[============                                      ] 62.9/242.7 MB
 26%[============                                      ] 62.9/242.7 MB
 26%[============                                      ] 62.9/242.7 MB
 26%[============                                      ] 62.9/242.7 MB
 26%[============                                      ] 62.9/242.7 MB
 26%[============                                      ] 62.9/242.7 MB
 26%[============                                      ] 62.9/242.7 MB
 26%[============                                      ] 62.9/242.7 MB
 26%[============                                      ] 62.9/242.7 MB
 26%[============                                      ] 62.9/242.7 MB
 26%[============                                      ] 62.9/242.7 MB
 26%[============                                      ] 62.9/242.7 MB
 26%[============                                      ] 62.9/242.7 MB
 26%[============                                      ] 63.0/242.7 MB
 26%[============                                      ] 63.0/242.7 MB
 26%[============                                      ] 63.0/242.7 MB
 26%[============                                      ] 63.0/242.7 MB
 26%[============                                      ] 63.0/242.7 MB
 26%[============                                      ] 63.0/242.7 MB
 26%[============                                      ] 63.0/242.7 MB
 26%[============                                      ] 63.0/242.7 MB
 26%[============                                      ] 63.0/242.7 MB
 26%[============                                      ] 63.0/242.7 MB
 26%[============                                      ] 63.0/242.7 MB
 26%[============                                      ] 63.0/242.7 MB
 26%[============                                      ] 63.0/242.7 MB
 26%[============                                      ] 63.1/242.7 MB
 26%[============                                      ] 63.1/242.7 MB
 26%[============                                      ] 63.1/242.7 MB
 26%[============                                      ] 63.1/242.7 MB
 26%[============                                      ] 63.1/242.7 MB
 26%[============                                      ] 63.1/242.7 MB
 26%[=============                                     ] 63.1/242.7 MB
 26%[=============                                     ] 63.1/242.7 MB
 26%[=============                                     ] 63.1/242.7 MB
 26%[=============                                     ] 63.1/242.7 MB
 26%[=============                                     ] 63.1/242.7 MB
 26%[=============                                     ] 63.1/242.7 MB
 26%[=============                                     ] 63.1/242.7 MB
 26%[=============                                     ] 63.2/242.7 MB
 26%[=============                                     ] 63.2/242.7 MB
 26%[=============                                     ] 63.2/242.7 MB
 26%[=============                                     ] 63.2/242.7 MB
 26%[=============                                     ] 63.2/242.7 MB
 26%[=============                                     ] 63.2/242.7 MB
 26%[=============                                     ] 63.2/242.7 MB
 26%[=============                                     ] 63.2/242.7 MB
 26%[=============                                     ] 63.2/242.7 MB
 26%[=============                                     ] 63.2/242.7 MB
 26%[=============                                     ] 63.2/242.7 MB
 26%[=============                                     ] 63.2/242.7 MB
 26%[=============                                     ] 63.2/242.7 MB
 26%[=============                                     ] 63.3/242.7 MB
 26%[=============                                     ] 63.3/242.7 MB
 26%[=============                                     ] 63.3/242.7 MB
 26%[=============                                     ] 63.3/242.7 MB
 26%[=============                                     ] 63.3/242.7 MB
 26%[=============                                     ] 63.3/242.7 MB
 26%[=============                                     ] 63.3/242.7 MB
 26%[=============                                     ] 63.3/242.7 MB
 26%[=============                                     ] 63.3/242.7 MB
 26%[=============                                     ] 63.3/242.7 MB
 26%[=============                                     ] 63.3/242.7 MB
 26%[=============                                     ] 63.3/242.7 MB
 26%[=============                                     ] 63.4/242.7 MB
 26%[=============                                     ] 63.4/242.7 MB
 26%[=============                                     ] 63.4/242.7 MB
 26%[=============                                     ] 63.4/242.7 MB
 26%[=============                                     ] 63.4/242.7 MB
 26%[=============                                     ] 63.4/242.7 MB
 26%[=============                                     ] 63.4/242.7 MB
 26%[=============                                     ] 63.4/242.7 MB
 26%[=============                                     ] 63.4/242.7 MB
 26%[=============                                     ] 63.4/242.7 MB
 26%[=============                                     ] 63.4/242.7 MB
 26%[=============                                     ] 63.4/242.7 MB
 26%[=============                                     ] 63.4/242.7 MB
 26%[=============                                     ] 63.5/242.7 MB
 26%[=============                                     ] 63.5/242.7 MB
 26%[=============                                     ] 63.5/242.7 MB
 26%[=============                                     ] 63.5/242.7 MB
 26%[=============                                     ] 63.5/242.7 MB
 26%[=============                                     ] 63.5/242.7 MB
 26%[=============                                     ] 63.5/242.7 MB
 26%[=============                                     ] 63.5/242.7 MB
 26%[=============                                     ] 63.5/242.7 MB
 26%[=============                                     ] 63.5/242.7 MB
 26%[=============                                     ] 63.5/242.7 MB
 26%[=============                                     ] 63.5/242.7 MB
 26%[=============                                     ] 63.5/242.7 MB
 26%[=============                                     ] 63.6/242.7 MB
 26%[=============                                     ] 63.6/242.7 MB
 26%[=============                                     ] 63.6/242.7 MB
 26%[=============                                     ] 63.6/242.7 MB
 26%[=============                                     ] 63.6/242.7 MB
 26%[=============                                     ] 63.6/242.7 MB
 26%[=============                                     ] 63.6/242.7 MB
 26%[=============                                     ] 63.6/242.7 MB
 26%[=============                                     ] 63.6/242.7 MB
 26%[=============                                     ] 63.6/242.7 MB
 26%[=============                                     ] 63.6/242.7 MB
 26%[=============                                     ] 63.6/242.7 MB
 26%[=============                                     ] 63.6/242.7 MB
 26%[=============                                     ] 63.7/242.7 MB
 26%[=============                                     ] 63.7/242.7 MB
 26%[=============                                     ] 63.7/242.7 MB
 26%[=============                                     ] 63.7/242.7 MB
 26%[=============                                     ] 63.7/242.7 MB
 26%[=============                                     ] 63.7/242.7 MB
 26%[=============                                     ] 63.7/242.7 MB
 26%[=============                                     ] 63.7/242.7 MB
 26%[=============                                     ] 63.7/242.7 MB
 26%[=============                                     ] 63.7/242.7 MB
 26%[=============                                     ] 63.7/242.7 MB
 26%[=============                                     ] 63.7/242.7 MB
 26%[=============                                     ] 63.8/242.7 MB
 26%[=============                                     ] 63.8/242.7 MB
 26%[=============                                     ] 63.8/242.7 MB
 26%[=============                                     ] 63.8/242.7 MB
 26%[=============                                     ] 63.8/242.7 MB
 26%[=============                                     ] 63.8/242.7 MB
 26%[=============                                     ] 63.8/242.7 MB
 26%[=============                                     ] 63.8/242.7 MB
 26%[=============                                     ] 63.8/242.7 MB
 26%[=============                                     ] 63.8/242.7 MB
 26%[=============                                     ] 63.8/242.7 MB
 26%[=============                                     ] 63.8/242.7 MB
 26%[=============                                     ] 63.8/242.7 MB
 26%[=============                                     ] 63.9/242.7 MB
 26%[=============                                     ] 63.9/242.7 MB
 26%[=============                                     ] 63.9/242.7 MB
 26%[=============                                     ] 63.9/242.7 MB
 26%[=============                                     ] 63.9/242.7 MB
 26%[=============                                     ] 63.9/242.7 MB
 26%[=============                                     ] 63.9/242.7 MB
 26%[=============                                     ] 63.9/242.7 MB
 26%[=============                                     ] 63.9/242.7 MB
 26%[=============                                     ] 63.9/242.7 MB
 26%[=============                                     ] 63.9/242.7 MB
 26%[=============                                     ] 63.9/242.7 MB
 26%[=============                                     ] 63.9/242.7 MB
 26%[=============                                     ] 64.0/242.7 MB
 26%[=============                                     ] 64.0/242.7 MB
 26%[=============                                     ] 64.0/242.7 MB
 26%[=============                                     ] 64.0/242.7 MB
 26%[=============                                     ] 64.0/242.7 MB
 26%[=============                                     ] 64.0/242.7 MB
 26%[=============                                     ] 64.0/242.7 MB
 26%[=============                                     ] 64.0/242.7 MB
 26%[=============                                     ] 64.0/242.7 MB
 26%[=============                                     ] 64.0/242.7 MB
 26%[=============                                     ] 64.0/242.7 MB
 26%[=============                                     ] 64.0/242.7 MB
 26%[=============                                     ] 64.0/242.7 MB
 26%[=============                                     ] 64.1/242.7 MB
 26%[=============                                     ] 64.1/242.7 MB
 26%[=============                                     ] 64.1/242.7 MB
 26%[=============                                     ] 64.1/242.7 MB
 26%[=============                                     ] 64.1/242.7 MB
 26%[=============                                     ] 64.1/242.7 MB
 26%[=============                                     ] 64.1/242.7 MB
 26%[=============                                     ] 64.1/242.7 MB
 26%[=============                                     ] 64.1/242.7 MB
 26%[=============                                     ] 64.1/242.7 MB
 26%[=============                                     ] 64.1/242.7 MB
 26%[=============                                     ] 64.1/242.7 MB
 26%[=============                                     ] 64.1/242.7 MB
 26%[=============                                     ] 64.2/242.7 MB
 26%[=============                                     ] 64.2/242.7 MB
 26%[=============                                     ] 64.2/242.7 MB
 26%[=============                                     ] 64.2/242.7 MB
 26%[=============                                     ] 64.2/242.7 MB
 26%[=============                                     ] 64.2/242.7 MB
 26%[=============                                     ] 64.2/242.7 MB
 26%[=============                                     ] 64.2/242.7 MB
 26%[=============                                     ] 64.2/242.7 MB
 26%[=============                                     ] 64.2/242.7 MB
 26%[=============                                     ] 64.2/242.7 MB
 26%[=============                                     ] 64.2/242.7 MB
 26%[=============                                     ] 64.2/242.7 MB
 26%[=============                                     ] 64.3/242.7 MB
 26%[=============                                     ] 64.3/242.7 MB
 26%[=============                                     ] 64.3/242.7 MB
 26%[=============                                     ] 64.3/242.7 MB
 26%[=============                                     ] 64.3/242.7 MB
 26%[=============                                     ] 64.3/242.7 MB
 26%[=============                                     ] 64.3/242.7 MB
 27%[=============                                     ] 64.3/242.7 MB
 27%[=============                                     ] 64.3/242.7 MB
 27%[=============                                     ] 64.3/242.7 MB
 27%[=============                                     ] 64.3/242.7 MB
 27%[=============                                     ] 64.3/242.7 MB
 27%[=============                                     ] 64.4/242.7 MB
 27%[=============                                     ] 64.4/242.7 MB
 27%[=============                                     ] 64.4/242.7 MB
 27%[=============                                     ] 64.4/242.7 MB
 27%[=============                                     ] 64.4/242.7 MB
 27%[=============                                     ] 64.4/242.7 MB
 27%[=============                                     ] 64.4/242.7 MB
 27%[=============                                     ] 64.4/242.7 MB
 27%[=============                                     ] 64.4/242.7 MB
 27%[=============                                     ] 64.4/242.7 MB
 27%[=============                                     ] 64.4/242.7 MB
 27%[=============                                     ] 64.4/242.7 MB
 27%[=============                                     ] 64.4/242.7 MB
 27%[=============                                     ] 64.5/242.7 MB
 27%[=============                                     ] 64.5/242.7 MB
 27%[=============                                     ] 64.5/242.7 MB
 27%[=============                                     ] 64.5/242.7 MB
 27%[=============                                     ] 64.5/242.7 MB
 27%[=============                                     ] 64.5/242.7 MB
 27%[=============                                     ] 64.5/242.7 MB
 27%[=============                                     ] 64.5/242.7 MB
 27%[=============                                     ] 64.5/242.7 MB
 27%[=============                                     ] 64.5/242.7 MB
 27%[=============                                     ] 64.5/242.7 MB
 27%[=============                                     ] 64.5/242.7 MB
 27%[=============                                     ] 64.5/242.7 MB
 27%[=============                                     ] 64.6/242.7 MB
 27%[=============                                     ] 64.6/242.7 MB
 27%[=============                                     ] 64.6/242.7 MB
 27%[=============                                     ] 64.6/242.7 MB
 27%[=============                                     ] 64.6/242.7 MB
 27%[=============                                     ] 64.6/242.7 MB
 27%[=============                                     ] 64.6/242.7 MB
 27%[=============                                     ] 64.6/242.7 MB
 27%[=============                                     ] 64.6/242.7 MB
 27%[=============                                     ] 64.6/242.7 MB
 27%[=============                                     ] 64.6/242.7 MB
 27%[=============                                     ] 64.6/242.7 MB
 27%[=============                                     ] 64.6/242.7 MB
 27%[=============                                     ] 64.7/242.7 MB
 27%[=============                                     ] 64.7/242.7 MB
 27%[=============                                     ] 64.7/242.7 MB
 27%[=============                                     ] 64.7/242.7 MB
 27%[=============                                     ] 64.7/242.7 MB
 27%[=============                                     ] 64.7/242.7 MB
 27%[=============                                     ] 64.7/242.7 MB
 27%[=============                                     ] 64.7/242.7 MB
 27%[=============                                     ] 64.7/242.7 MB
 27%[=============                                     ] 64.7/242.7 MB
 27%[=============                                     ] 64.7/242.7 MB
 27%[=============                                     ] 64.7/242.7 MB
 27%[=============                                     ] 64.8/242.7 MB
 27%[=============                                     ] 64.8/242.7 MB
 27%[=============                                     ] 64.8/242.7 MB
 27%[=============                                     ] 64.8/242.7 MB
 27%[=============                                     ] 64.8/242.7 MB
 27%[=============                                     ] 64.8/242.7 MB
 27%[=============                                     ] 64.8/242.7 MB
 27%[=============                                     ] 64.8/242.7 MB
 27%[=============                                     ] 64.8/242.7 MB
 27%[=============                                     ] 64.8/242.7 MB
 27%[=============                                     ] 64.8/242.7 MB
 27%[=============                                     ] 64.8/242.7 MB
 27%[=============                                     ] 64.8/242.7 MB
 27%[=============                                     ] 64.9/242.7 MB
 27%[=============                                     ] 64.9/242.7 MB
 27%[=============                                     ] 64.9/242.7 MB
 27%[=============                                     ] 64.9/242.7 MB
 27%[=============                                     ] 64.9/242.7 MB
 27%[=============                                     ] 64.9/242.7 MB
 27%[=============                                     ] 64.9/242.7 MB
 27%[=============                                     ] 64.9/242.7 MB
 27%[=============                                     ] 64.9/242.7 MB
 27%[=============                                     ] 64.9/242.7 MB
 27%[=============                                     ] 64.9/242.7 MB
 27%[=============                                     ] 64.9/242.7 MB
 27%[=============                                     ] 64.9/242.7 MB
 27%[=============                                     ] 65.0/242.7 MB
 27%[=============                                     ] 65.0/242.7 MB
 27%[=============                                     ] 65.0/242.7 MB
 27%[=============                                     ] 65.0/242.7 MB
 27%[=============                                     ] 65.0/242.7 MB
 27%[=============                                     ] 65.0/242.7 MB
 27%[=============                                     ] 65.0/242.7 MB
 27%[=============                                     ] 65.0/242.7 MB
 27%[=============                                     ] 65.0/242.7 MB
 27%[=============                                     ] 65.0/242.7 MB
 27%[=============                                     ] 65.0/242.7 MB
 27%[=============                                     ] 65.0/242.7 MB
 27%[=============                                     ] 65.0/242.7 MB
 27%[=============                                     ] 65.1/242.7 MB
 27%[=============                                     ] 65.1/242.7 MB
 27%[=============                                     ] 65.1/242.7 MB
 27%[=============                                     ] 65.1/242.7 MB
 27%[=============                                     ] 65.1/242.7 MB
 27%[=============                                     ] 65.1/242.7 MB
 27%[=============                                     ] 65.1/242.7 MB
 27%[=============                                     ] 65.1/242.7 MB
 27%[=============                                     ] 65.1/242.7 MB
 27%[=============                                     ] 65.1/242.7 MB
 27%[=============                                     ] 65.1/242.7 MB
 27%[=============                                     ] 65.1/242.7 MB
 27%[=============                                     ] 65.1/242.7 MB
 27%[=============                                     ] 65.2/242.7 MB
 27%[=============                                     ] 65.2/242.7 MB
 27%[=============                                     ] 65.2/242.7 MB
 27%[=============                                     ] 65.2/242.7 MB
 27%[=============                                     ] 65.2/242.7 MB
 27%[=============                                     ] 65.2/242.7 MB
 27%[=============                                     ] 65.2/242.7 MB
 27%[=============                                     ] 65.2/242.7 MB
 27%[=============                                     ] 65.2/242.7 MB
 27%[=============                                     ] 65.2/242.7 MB
 27%[=============                                     ] 65.2/242.7 MB
 27%[=============                                     ] 65.2/242.7 MB
 27%[=============                                     ] 65.2/242.7 MB
 27%[=============                                     ] 65.3/242.7 MB
 27%[=============                                     ] 65.3/242.7 MB
 27%[=============                                     ] 65.3/242.7 MB
 27%[=============                                     ] 65.3/242.7 MB
 27%[=============                                     ] 65.3/242.7 MB
 27%[=============                                     ] 65.3/242.7 MB
 27%[=============                                     ] 65.3/242.7 MB
 27%[=============                                     ] 65.3/242.7 MB
 27%[=============                                     ] 65.3/242.7 MB
 27%[=============                                     ] 65.3/242.7 MB
 27%[=============                                     ] 65.3/242.7 MB
 27%[=============                                     ] 65.3/242.7 MB
 27%[=============                                     ] 65.4/242.7 MB
 27%[=============                                     ] 65.4/242.7 MB
 27%[=============                                     ] 65.4/242.7 MB
 27%[=============                                     ] 65.4/242.7 MB
 27%[=============                                     ] 65.4/242.7 MB
 27%[=============                                     ] 65.4/242.7 MB
 27%[=============                                     ] 65.4/242.7 MB
 27%[=============                                     ] 65.4/242.7 MB
 27%[=============                                     ] 65.4/242.7 MB
 27%[=============                                     ] 65.4/242.7 MB
 27%[=============                                     ] 65.4/242.7 MB
 27%[=============                                     ] 65.4/242.7 MB
 27%[=============                                     ] 65.4/242.7 MB
 27%[=============                                     ] 65.5/242.7 MB
 27%[=============                                     ] 65.5/242.7 MB
 27%[=============                                     ] 65.5/242.7 MB
 27%[=============                                     ] 65.5/242.7 MB
 27%[=============                                     ] 65.5/242.7 MB
 27%[=============                                     ] 65.5/242.7 MB
 27%[=============                                     ] 65.5/242.7 MB
 27%[=============                                     ] 65.5/242.7 MB
 27%[=============                                     ] 65.5/242.7 MB
 27%[=============                                     ] 65.5/242.7 MB
 27%[=============                                     ] 65.5/242.7 MB
 27%[=============                                     ] 65.5/242.7 MB
 27%[=============                                     ] 65.5/242.7 MB
 27%[=============                                     ] 65.6/242.7 MB
 27%[=============                                     ] 65.6/242.7 MB
 27%[=============                                     ] 65.6/242.7 MB
 27%[=============                                     ] 65.6/242.7 MB
 27%[=============                                     ] 65.6/242.7 MB
 27%[=============                                     ] 65.6/242.7 MB
 27%[=============                                     ] 65.6/242.7 MB
 27%[=============                                     ] 65.6/242.7 MB
 27%[=============                                     ] 65.6/242.7 MB
 27%[=============                                     ] 65.6/242.7 MB
 27%[=============                                     ] 65.6/242.7 MB
 27%[=============                                     ] 65.6/242.7 MB
 27%[=============                                     ] 65.6/242.7 MB
 27%[=============                                     ] 65.7/242.7 MB
 27%[=============                                     ] 65.7/242.7 MB
 27%[=============                                     ] 65.7/242.7 MB
 27%[=============                                     ] 65.7/242.7 MB
 27%[=============                                     ] 65.7/242.7 MB
 27%[=============                                     ] 65.7/242.7 MB
 27%[=============                                     ] 65.7/242.7 MB
 27%[=============                                     ] 65.7/242.7 MB
 27%[=============                                     ] 65.7/242.7 MB
 27%[=============                                     ] 65.7/242.7 MB
 27%[=============                                     ] 65.7/242.7 MB
 27%[=============                                     ] 65.7/242.7 MB
 27%[=============                                     ] 65.8/242.7 MB
 27%[=============                                     ] 65.8/242.7 MB
 27%[=============                                     ] 65.8/242.7 MB
 27%[=============                                     ] 65.8/242.7 MB
 27%[=============                                     ] 65.8/242.7 MB
 27%[=============                                     ] 65.8/242.7 MB
 27%[=============                                     ] 65.8/242.7 MB
 27%[=============                                     ] 65.8/242.7 MB
 27%[=============                                     ] 65.8/242.7 MB
 27%[=============                                     ] 65.8/242.7 MB
 27%[=============                                     ] 65.8/242.7 MB
 27%[=============                                     ] 65.8/242.7 MB
 27%[=============                                     ] 65.8/242.7 MB
 27%[=============                                     ] 65.9/242.7 MB
 27%[=============                                     ] 65.9/242.7 MB
 27%[=============                                     ] 65.9/242.7 MB
 27%[=============                                     ] 65.9/242.7 MB
 27%[=============                                     ] 65.9/242.7 MB
 27%[=============                                     ] 65.9/242.7 MB
 27%[=============                                     ] 65.9/242.7 MB
 27%[=============                                     ] 65.9/242.7 MB
 27%[=============                                     ] 65.9/242.7 MB
 27%[=============                                     ] 65.9/242.7 MB
 27%[=============                                     ] 65.9/242.7 MB
 27%[=============                                     ] 65.9/242.7 MB
 27%[=============                                     ] 65.9/242.7 MB
 27%[=============                                     ] 66.0/242.7 MB
 27%[=============                                     ] 66.0/242.7 MB
 27%[=============                                     ] 66.0/242.7 MB
 27%[=============                                     ] 66.0/242.7 MB
 27%[=============                                     ] 66.0/242.7 MB
 27%[=============                                     ] 66.0/242.7 MB
 27%[=============                                     ] 66.0/242.7 MB
 27%[=============                                     ] 66.0/242.7 MB
 27%[=============                                     ] 66.0/242.7 MB
 27%[=============                                     ] 66.0/242.7 MB
 27%[=============                                     ] 66.0/242.7 MB
 27%[=============                                     ] 66.0/242.7 MB
 27%[=============                                     ] 66.0/242.7 MB
 27%[=============                                     ] 66.1/242.7 MB
 27%[=============                                     ] 66.1/242.7 MB
 27%[=============                                     ] 66.1/242.7 MB
 27%[=============                                     ] 66.1/242.7 MB
 27%[=============                                     ] 66.1/242.7 MB
 27%[=============                                     ] 66.1/242.7 MB
 27%[=============                                     ] 66.1/242.7 MB
 27%[=============                                     ] 66.1/242.7 MB
 27%[=============                                     ] 66.1/242.7 MB
 27%[=============                                     ] 66.1/242.7 MB
 27%[=============                                     ] 66.1/242.7 MB
 27%[=============                                     ] 66.1/242.7 MB
 27%[=============                                     ] 66.1/242.7 MB
 27%[=============                                     ] 66.2/242.7 MB
 27%[=============                                     ] 66.2/242.7 MB
 27%[=============                                     ] 66.2/242.7 MB
 27%[=============                                     ] 66.2/242.7 MB
 27%[=============                                     ] 66.2/242.7 MB
 27%[=============                                     ] 66.2/242.7 MB
 27%[=============                                     ] 66.2/242.7 MB
 27%[=============                                     ] 66.2/242.7 MB
 27%[=============                                     ] 66.2/242.7 MB
 27%[=============                                     ] 66.2/242.7 MB
 27%[=============                                     ] 66.2/242.7 MB
 27%[=============                                     ] 66.2/242.7 MB
 27%[=============                                     ] 66.2/242.7 MB
 27%[=============                                     ] 66.3/242.7 MB
 27%[=============                                     ] 66.3/242.7 MB
 27%[=============                                     ] 66.3/242.7 MB
 27%[=============                                     ] 66.3/242.7 MB
 27%[=============                                     ] 66.3/242.7 MB
 27%[=============                                     ] 66.3/242.7 MB
 27%[=============                                     ] 66.3/242.7 MB
 27%[=============                                     ] 66.3/242.7 MB
 27%[=============                                     ] 66.3/242.7 MB
 27%[=============                                     ] 66.3/242.7 MB
 27%[=============                                     ] 66.3/242.7 MB
 27%[=============                                     ] 66.3/242.7 MB
 27%[=============                                     ] 66.4/242.7 MB
 27%[=============                                     ] 66.4/242.7 MB
 27%[=============                                     ] 66.4/242.7 MB
 27%[=============                                     ] 66.4/242.7 MB
 27%[=============                                     ] 66.4/242.7 MB
 27%[=============                                     ] 66.4/242.7 MB
 27%[=============                                     ] 66.4/242.7 MB
 27%[=============                                     ] 66.4/242.7 MB
 27%[=============                                     ] 66.4/242.7 MB
 27%[=============                                     ] 66.4/242.7 MB
 27%[=============                                     ] 66.4/242.7 MB
 27%[=============                                     ] 66.4/242.7 MB
 27%[=============                                     ] 66.4/242.7 MB
 27%[=============                                     ] 66.5/242.7 MB
 27%[=============                                     ] 66.5/242.7 MB
 27%[=============                                     ] 66.5/242.7 MB
 27%[=============                                     ] 66.5/242.7 MB
 27%[=============                                     ] 66.5/242.7 MB
 27%[=============                                     ] 66.5/242.7 MB
 27%[=============                                     ] 66.5/242.7 MB
 27%[=============                                     ] 66.5/242.7 MB
 27%[=============                                     ] 66.5/242.7 MB
 27%[=============                                     ] 66.5/242.7 MB
 27%[=============                                     ] 66.5/242.7 MB
 27%[=============                                     ] 66.5/242.7 MB
 27%[=============                                     ] 66.5/242.7 MB
 27%[=============                                     ] 66.6/242.7 MB
 27%[=============                                     ] 66.6/242.7 MB
 27%[=============                                     ] 66.6/242.7 MB
 27%[=============                                     ] 66.6/242.7 MB
 27%[=============                                     ] 66.6/242.7 MB
 27%[=============                                     ] 66.6/242.7 MB
 27%[=============                                     ] 66.6/242.7 MB
 27%[=============                                     ] 66.6/242.7 MB
 27%[=============                                     ] 66.6/242.7 MB
 27%[=============                                     ] 66.6/242.7 MB
 27%[=============                                     ] 66.6/242.7 MB
 27%[=============                                     ] 66.6/242.7 MB
 27%[=============                                     ] 66.6/242.7 MB
 27%[=============                                     ] 66.7/242.7 MB
 27%[=============                                     ] 66.7/242.7 MB
 27%[=============                                     ] 66.7/242.7 MB
 27%[=============                                     ] 66.7/242.7 MB
 27%[=============                                     ] 66.7/242.7 MB
 27%[=============                                     ] 66.7/242.7 MB
 27%[=============                                     ] 66.7/242.7 MB
 27%[=============                                     ] 66.7/242.7 MB
 27%[=============                                     ] 66.7/242.7 MB
 27%[=============                                     ] 66.7/242.7 MB
 27%[=============                                     ] 66.7/242.7 MB
 28%[=============                                     ] 66.7/242.7 MB
 28%[=============                                     ] 66.8/242.7 MB
 28%[=============                                     ] 66.8/242.7 MB
 28%[=============                                     ] 66.8/242.7 MB
 28%[=============                                     ] 66.8/242.7 MB
 28%[=============                                     ] 66.8/242.7 MB
 28%[=============                                     ] 66.8/242.7 MB
 28%[=============                                     ] 66.8/242.7 MB
 28%[=============                                     ] 66.8/242.7 MB
 28%[=============                                     ] 66.8/242.7 MB
 28%[=============                                     ] 66.8/242.7 MB
 28%[=============                                     ] 66.8/242.7 MB
 28%[=============                                     ] 66.8/242.7 MB
 28%[=============                                     ] 66.8/242.7 MB
 28%[=============                                     ] 66.9/242.7 MB
 28%[=============                                     ] 66.9/242.7 MB
 28%[=============                                     ] 66.9/242.7 MB
 28%[=============                                     ] 66.9/242.7 MB
 28%[=============                                     ] 66.9/242.7 MB
 28%[=============                                     ] 66.9/242.7 MB
 28%[=============                                     ] 66.9/242.7 MB
 28%[=============                                     ] 66.9/242.7 MB
 28%[=============                                     ] 66.9/242.7 MB
 28%[=============                                     ] 66.9/242.7 MB
 28%[=============                                     ] 66.9/242.7 MB
 28%[=============                                     ] 66.9/242.7 MB
 28%[=============                                     ] 66.9/242.7 MB
 28%[=============                                     ] 67.0/242.7 MB
 28%[=============                                     ] 67.0/242.7 MB
 28%[=============                                     ] 67.0/242.7 MB
 28%[=============                                     ] 67.0/242.7 MB
 28%[=============                                     ] 67.0/242.7 MB
 28%[=============                                     ] 67.0/242.7 MB
 28%[=============                                     ] 67.0/242.7 MB
 28%[=============                                     ] 67.0/242.7 MB
 28%[=============                                     ] 67.0/242.7 MB
 28%[=============                                     ] 67.0/242.7 MB
 28%[=============                                     ] 67.0/242.7 MB
 28%[=============                                     ] 67.0/242.7 MB
 28%[=============                                     ] 67.0/242.7 MB
 28%[=============                                     ] 67.1/242.7 MB
 28%[=============                                     ] 67.1/242.7 MB
 28%[=============                                     ] 67.1/242.7 MB
 28%[=============                                     ] 67.1/242.7 MB
 28%[=============                                     ] 67.1/242.7 MB
 28%[=============                                     ] 67.1/242.7 MB
 28%[=============                                     ] 67.1/242.7 MB
 28%[=============                                     ] 67.1/242.7 MB
 28%[=============                                     ] 67.1/242.7 MB
 28%[=============                                     ] 67.1/242.7 MB
 28%[=============                                     ] 67.1/242.7 MB
 28%[=============                                     ] 67.1/242.7 MB
 28%[=============                                     ] 67.1/242.7 MB
 28%[=============                                     ] 67.2/242.7 MB
 28%[=============                                     ] 67.2/242.7 MB
 28%[=============                                     ] 67.2/242.7 MB
 28%[=============                                     ] 67.2/242.7 MB
 28%[=============                                     ] 67.2/242.7 MB
 28%[=============                                     ] 67.2/242.7 MB
 28%[=============                                     ] 67.2/242.7 MB
 28%[=============                                     ] 67.2/242.7 MB
 28%[=============                                     ] 67.2/242.7 MB
 28%[=============                                     ] 67.2/242.7 MB
 28%[=============                                     ] 67.2/242.7 MB
 28%[=============                                     ] 67.2/242.7 MB
 28%[=============                                     ] 67.2/242.7 MB
 28%[=============                                     ] 67.3/242.7 MB
 28%[=============                                     ] 67.3/242.7 MB
 28%[=============                                     ] 67.3/242.7 MB
 28%[=============                                     ] 67.3/242.7 MB
 28%[=============                                     ] 67.3/242.7 MB
 28%[=============                                     ] 67.3/242.7 MB
 28%[=============                                     ] 67.3/242.7 MB
 28%[=============                                     ] 67.3/242.7 MB
 28%[=============                                     ] 67.3/242.7 MB
 28%[=============                                     ] 67.3/242.7 MB
 28%[=============                                     ] 67.3/242.7 MB
 28%[=============                                     ] 67.3/242.7 MB
 28%[=============                                     ] 67.4/242.7 MB
 28%[=============                                     ] 67.4/242.7 MB
 28%[=============                                     ] 67.4/242.7 MB
 28%[=============                                     ] 67.4/242.7 MB
 28%[=============                                     ] 67.4/242.7 MB
 28%[=============                                     ] 67.4/242.7 MB
 28%[=============                                     ] 67.4/242.7 MB
 28%[=============                                     ] 67.4/242.7 MB
 28%[=============                                     ] 67.4/242.7 MB
 28%[=============                                     ] 67.4/242.7 MB
 28%[=============                                     ] 67.4/242.7 MB
 28%[=============                                     ] 67.4/242.7 MB
 28%[=============                                     ] 67.4/242.7 MB
 28%[=============                                     ] 67.5/242.7 MB
 28%[=============                                     ] 67.5/242.7 MB
 28%[=============                                     ] 67.5/242.7 MB
 28%[=============                                     ] 67.5/242.7 MB
 28%[=============                                     ] 67.5/242.7 MB
 28%[=============                                     ] 67.5/242.7 MB
 28%[=============                                     ] 67.5/242.7 MB
 28%[=============                                     ] 67.5/242.7 MB
 28%[=============                                     ] 67.5/242.7 MB
 28%[=============                                     ] 67.5/242.7 MB
 28%[=============                                     ] 67.5/242.7 MB
 28%[=============                                     ] 67.5/242.7 MB
 28%[=============                                     ] 67.5/242.7 MB
 28%[=============                                     ] 67.6/242.7 MB
 28%[=============                                     ] 67.6/242.7 MB
 28%[=============                                     ] 67.6/242.7 MB
 28%[=============                                     ] 67.6/242.7 MB
 28%[=============                                     ] 67.6/242.7 MB
 28%[=============                                     ] 67.6/242.7 MB
 28%[=============                                     ] 67.6/242.7 MB
 28%[=============                                     ] 67.6/242.7 MB
 28%[=============                                     ] 67.6/242.7 MB
 28%[=============                                     ] 67.6/242.7 MB
 28%[=============                                     ] 67.6/242.7 MB
 28%[=============                                     ] 67.6/242.7 MB
 28%[=============                                     ] 67.6/242.7 MB
 28%[=============                                     ] 67.7/242.7 MB
 28%[=============                                     ] 67.7/242.7 MB
 28%[=============                                     ] 67.7/242.7 MB
 28%[=============                                     ] 67.7/242.7 MB
 28%[=============                                     ] 67.7/242.7 MB
 28%[=============                                     ] 67.7/242.7 MB
 28%[=============                                     ] 67.7/242.7 MB
 28%[=============                                     ] 67.7/242.7 MB
 28%[=============                                     ] 67.7/242.7 MB
 28%[=============                                     ] 67.7/242.7 MB
 28%[=============                                     ] 67.7/242.7 MB
 28%[=============                                     ] 67.7/242.7 MB
 28%[=============                                     ] 67.8/242.7 MB
 28%[=============                                     ] 67.8/242.7 MB
 28%[=============                                     ] 67.8/242.7 MB
 28%[=============                                     ] 67.8/242.7 MB
 28%[=============                                     ] 67.8/242.7 MB
 28%[=============                                     ] 67.8/242.7 MB
 28%[=============                                     ] 67.8/242.7 MB
 28%[=============                                     ] 67.8/242.7 MB
 28%[=============                                     ] 67.8/242.7 MB
 28%[=============                                     ] 67.8/242.7 MB
 28%[=============                                     ] 67.8/242.7 MB
 28%[=============                                     ] 67.8/242.7 MB
 28%[=============                                     ] 67.8/242.7 MB
 28%[=============                                     ] 67.9/242.7 MB
 28%[=============                                     ] 67.9/242.7 MB
 28%[=============                                     ] 67.9/242.7 MB
 28%[=============                                     ] 67.9/242.7 MB
 28%[=============                                     ] 67.9/242.7 MB
 28%[=============                                     ] 67.9/242.7 MB
 28%[=============                                     ] 67.9/242.7 MB
 28%[=============                                     ] 67.9/242.7 MB
 28%[=============                                     ] 67.9/242.7 MB
 28%[=============                                     ] 67.9/242.7 MB
 28%[=============                                     ] 67.9/242.7 MB
 28%[=============                                     ] 67.9/242.7 MB
 28%[=============                                     ] 67.9/242.7 MB
 28%[==============                                    ] 68.0/242.7 MB
 28%[==============                                    ] 68.0/242.7 MB
 28%[==============                                    ] 68.0/242.7 MB
 28%[==============                                    ] 68.0/242.7 MB
 28%[==============                                    ] 68.0/242.7 MB
 28%[==============                                    ] 68.0/242.7 MB
 28%[==============                                    ] 68.0/242.7 MB
 28%[==============                                    ] 68.0/242.7 MB
 28%[==============                                    ] 68.0/242.7 MB
 28%[==============                                    ] 68.0/242.7 MB
 28%[==============                                    ] 68.0/242.7 MB
 28%[==============                                    ] 68.0/242.7 MB
 28%[==============                                    ] 68.0/242.7 MB
 28%[==============                                    ] 68.1/242.7 MB
 28%[==============                                    ] 68.1/242.7 MB
 28%[==============                                    ] 68.1/242.7 MB
 28%[==============                                    ] 68.1/242.7 MB
 28%[==============                                    ] 68.1/242.7 MB
 28%[==============                                    ] 68.1/242.7 MB
 28%[==============                                    ] 68.1/242.7 MB
 28%[==============                                    ] 68.1/242.7 MB
 28%[==============                                    ] 68.1/242.7 MB
 28%[==============                                    ] 68.1/242.7 MB
 28%[==============                                    ] 68.1/242.7 MB
 28%[==============                                    ] 68.1/242.7 MB
 28%[==============                                    ] 68.1/242.7 MB
 28%[==============                                    ] 68.2/242.7 MB
 28%[==============                                    ] 68.2/242.7 MB
 28%[==============                                    ] 68.2/242.7 MB
 28%[==============                                    ] 68.2/242.7 MB
 28%[==============                                    ] 68.2/242.7 MB
 28%[==============                                    ] 68.2/242.7 MB
 28%[==============                                    ] 68.2/242.7 MB
 28%[==============                                    ] 68.2/242.7 MB
 28%[==============                                    ] 68.2/242.7 MB
 28%[==============                                    ] 68.2/242.7 MB
 28%[==============                                    ] 68.2/242.7 MB
 28%[==============                                    ] 68.2/242.7 MB
 28%[==============                                    ] 68.2/242.7 MB
 28%[==============                                    ] 68.3/242.7 MB
 28%[==============                                    ] 68.3/242.7 MB
 28%[==============                                    ] 68.3/242.7 MB
 28%[==============                                    ] 68.3/242.7 MB
 28%[==============                                    ] 68.3/242.7 MB
 28%[==============                                    ] 68.3/242.7 MB
 28%[==============                                    ] 68.3/242.7 MB
 28%[==============                                    ] 68.3/242.7 MB
 28%[==============                                    ] 68.3/242.7 MB
 28%[==============                                    ] 68.3/242.7 MB
 28%[==============                                    ] 68.3/242.7 MB
 28%[==============                                    ] 68.3/242.7 MB
 28%[==============                                    ] 68.4/242.7 MB
 28%[==============                                    ] 68.4/242.7 MB
 28%[==============                                    ] 68.4/242.7 MB
 28%[==============                                    ] 68.4/242.7 MB
 28%[==============                                    ] 68.4/242.7 MB
 28%[==============                                    ] 68.4/242.7 MB
 28%[==============                                    ] 68.4/242.7 MB
 28%[==============                                    ] 68.4/242.7 MB
 28%[==============                                    ] 68.4/242.7 MB
 28%[==============                                    ] 68.4/242.7 MB
 28%[==============                                    ] 68.4/242.7 MB
 28%[==============                                    ] 68.4/242.7 MB
 28%[==============                                    ] 68.4/242.7 MB
 28%[==============                                    ] 68.5/242.7 MB
 28%[==============                                    ] 68.5/242.7 MB
 28%[==============                                    ] 68.5/242.7 MB
 28%[==============                                    ] 68.5/242.7 MB
 28%[==============                                    ] 68.5/242.7 MB
 28%[==============                                    ] 68.5/242.7 MB
 28%[==============                                    ] 68.5/242.7 MB
 28%[==============                                    ] 68.5/242.7 MB
 28%[==============                                    ] 68.5/242.7 MB
 28%[==============                                    ] 68.5/242.7 MB
 28%[==============                                    ] 68.5/242.7 MB
 28%[==============                                    ] 68.5/242.7 MB
 28%[==============                                    ] 68.5/242.7 MB
 28%[==============                                    ] 68.6/242.7 MB
 28%[==============                                    ] 68.6/242.7 MB
 28%[==============                                    ] 68.6/242.7 MB
 28%[==============                                    ] 68.6/242.7 MB
 28%[==============                                    ] 68.6/242.7 MB
 28%[==============                                    ] 68.6/242.7 MB
 28%[==============                                    ] 68.6/242.7 MB
 28%[==============                                    ] 68.6/242.7 MB
 28%[==============                                    ] 68.6/242.7 MB
 28%[==============                                    ] 68.6/242.7 MB
 28%[==============                                    ] 68.6/242.7 MB
 28%[==============                                    ] 68.6/242.7 MB
 28%[==============                                    ] 68.6/242.7 MB
 28%[==============                                    ] 68.7/242.7 MB
 28%[==============                                    ] 68.7/242.7 MB
 28%[==============                                    ] 68.7/242.7 MB
 28%[==============                                    ] 68.7/242.7 MB
 28%[==============                                    ] 68.7/242.7 MB
 28%[==============                                    ] 68.7/242.7 MB
 28%[==============                                    ] 68.7/242.7 MB
 28%[==============                                    ] 68.7/242.7 MB
 28%[==============                                    ] 68.7/242.7 MB
 28%[==============                                    ] 68.7/242.7 MB
 28%[==============                                    ] 68.7/242.7 MB
 28%[==============                                    ] 68.7/242.7 MB
 28%[==============                                    ] 68.8/242.7 MB
 28%[==============                                    ] 68.8/242.7 MB
 28%[==============                                    ] 68.8/242.7 MB
 28%[==============                                    ] 68.8/242.7 MB
 28%[==============                                    ] 68.8/242.7 MB
 28%[==============                                    ] 68.8/242.7 MB
 28%[==============                                    ] 68.8/242.7 MB
 28%[==============                                    ] 68.8/242.7 MB
 28%[==============                                    ] 68.8/242.7 MB
 28%[==============                                    ] 68.8/242.7 MB
 28%[==============                                    ] 68.8/242.7 MB
 28%[==============                                    ] 68.8/242.7 MB
 28%[==============                                    ] 68.8/242.7 MB
 28%[==============                                    ] 68.9/242.7 MB
 28%[==============                                    ] 68.9/242.7 MB
 28%[==============                                    ] 68.9/242.7 MB
 28%[==============                                    ] 68.9/242.7 MB
 28%[==============                                    ] 68.9/242.7 MB
 28%[==============                                    ] 68.9/242.7 MB
 28%[==============                                    ] 68.9/242.7 MB
 28%[==============                                    ] 68.9/242.7 MB
 28%[==============                                    ] 68.9/242.7 MB
 28%[==============                                    ] 68.9/242.7 MB
 28%[==============                                    ] 68.9/242.7 MB
 28%[==============                                    ] 68.9/242.7 MB
 28%[==============                                    ] 68.9/242.7 MB
 28%[==============                                    ] 69.0/242.7 MB
 28%[==============                                    ] 69.0/242.7 MB
 28%[==============                                    ] 69.0/242.7 MB
 28%[==============                                    ] 69.0/242.7 MB
 28%[==============                                    ] 69.0/242.7 MB
 28%[==============                                    ] 69.0/242.7 MB
 28%[==============                                    ] 69.0/242.7 MB
 28%[==============                                    ] 69.0/242.7 MB
 28%[==============                                    ] 69.0/242.7 MB
 28%[==============                                    ] 69.0/242.7 MB
 28%[==============                                    ] 69.0/242.7 MB
 28%[==============                                    ] 69.0/242.7 MB
 28%[==============                                    ] 69.0/242.7 MB
 28%[==============                                    ] 69.1/242.7 MB
 28%[==============                                    ] 69.1/242.7 MB
 28%[==============                                    ] 69.1/242.7 MB
 28%[==============                                    ] 69.1/242.7 MB
 28%[==============                                    ] 69.1/242.7 MB
 28%[==============                                    ] 69.1/242.7 MB
 28%[==============                                    ] 69.1/242.7 MB
 28%[==============                                    ] 69.1/242.7 MB
 28%[==============                                    ] 69.1/242.7 MB
 28%[==============                                    ] 69.1/242.7 MB
 28%[==============                                    ] 69.1/242.7 MB
 28%[==============                                    ] 69.1/242.7 MB
 28%[==============                                    ] 69.1/242.7 MB
 28%[==============                                    ] 69.2/242.7 MB
 29%[==============                                    ] 69.2/242.7 MB
 29%[==============                                    ] 69.2/242.7 MB
 29%[==============                                    ] 69.2/242.7 MB
 29%[==============                                    ] 69.2/242.7 MB
 29%[==============                                    ] 69.2/242.7 MB
 29%[==============                                    ] 69.2/242.7 MB
 29%[==============                                    ] 69.2/242.7 MB
 29%[==============                                    ] 69.2/242.7 MB
 29%[==============                                    ] 69.2/242.7 MB
 29%[==============                                    ] 69.2/242.7 MB
 29%[==============                                    ] 69.2/242.7 MB
 29%[==============                                    ] 69.2/242.7 MB
 29%[==============                                    ] 69.3/242.7 MB
 29%[==============                                    ] 69.3/242.7 MB
 29%[==============                                    ] 69.3/242.7 MB
 29%[==============                                    ] 69.3/242.7 MB
 29%[==============                                    ] 69.3/242.7 MB
 29%[==============                                    ] 69.3/242.7 MB
 29%[==============                                    ] 69.3/242.7 MB
 29%[==============                                    ] 69.3/242.7 MB
 29%[==============                                    ] 69.3/242.7 MB
 29%[==============                                    ] 69.3/242.7 MB
 29%[==============                                    ] 69.3/242.7 MB
 29%[==============                                    ] 69.3/242.7 MB
 29%[==============                                    ] 69.4/242.7 MB
 29%[==============                                    ] 69.4/242.7 MB
 29%[==============                                    ] 69.4/242.7 MB
 29%[==============                                    ] 69.4/242.7 MB
 29%[==============                                    ] 69.4/242.7 MB
 29%[==============                                    ] 69.4/242.7 MB
 29%[==============                                    ] 69.4/242.7 MB
 29%[==============                                    ] 69.4/242.7 MB
 29%[==============                                    ] 69.4/242.7 MB
 29%[==============                                    ] 69.4/242.7 MB
 29%[==============                                    ] 69.4/242.7 MB
 29%[==============                                    ] 69.4/242.7 MB
 29%[==============                                    ] 69.4/242.7 MB
 29%[==============                                    ] 69.5/242.7 MB
 29%[==============                                    ] 69.5/242.7 MB
 29%[==============                                    ] 69.5/242.7 MB
 29%[==============                                    ] 69.5/242.7 MB
 29%[==============                                    ] 69.5/242.7 MB
 29%[==============                                    ] 69.5/242.7 MB
 29%[==============                                    ] 69.5/242.7 MB
 29%[==============                                    ] 69.5/242.7 MB
 29%[==============                                    ] 69.5/242.7 MB
 29%[==============                                    ] 69.5/242.7 MB
 29%[==============                                    ] 69.5/242.7 MB
 29%[==============                                    ] 69.5/242.7 MB
 29%[==============                                    ] 69.5/242.7 MB
 29%[==============                                    ] 69.6/242.7 MB
 29%[==============                                    ] 69.6/242.7 MB
 29%[==============                                    ] 69.6/242.7 MB
 29%[==============                                    ] 69.6/242.7 MB
 29%[==============                                    ] 69.6/242.7 MB
 29%[==============                                    ] 69.6/242.7 MB
 29%[==============                                    ] 69.6/242.7 MB
 29%[==============                                    ] 69.6/242.7 MB
 29%[==============                                    ] 69.6/242.7 MB
 29%[==============                                    ] 69.6/242.7 MB
 29%[==============                                    ] 69.6/242.7 MB
 29%[==============                                    ] 69.6/242.7 MB
 29%[==============                                    ] 69.6/242.7 MB
 29%[==============                                    ] 69.7/242.7 MB
 29%[==============                                    ] 69.7/242.7 MB
 29%[==============                                    ] 69.7/242.7 MB
 29%[==============                                    ] 69.7/242.7 MB
 29%[==============                                    ] 69.7/242.7 MB
 29%[==============                                    ] 69.7/242.7 MB
 29%[==============                                    ] 69.7/242.7 MB
 29%[==============                                    ] 69.7/242.7 MB
 29%[==============                                    ] 69.7/242.7 MB
 29%[==============                                    ] 69.7/242.7 MB
 29%[==============                                    ] 69.7/242.7 MB
 29%[==============                                    ] 69.7/242.7 MB
 29%[==============                                    ] 69.8/242.7 MB
 29%[==============                                    ] 69.8/242.7 MB
 29%[==============                                    ] 69.8/242.7 MB
 29%[==============                                    ] 69.8/242.7 MB
 29%[==============                                    ] 69.8/242.7 MB
 29%[==============                                    ] 69.8/242.7 MB
 29%[==============                                    ] 69.8/242.7 MB
 29%[==============                                    ] 69.8/242.7 MB
 29%[==============                                    ] 69.8/242.7 MB
 29%[==============                                    ] 69.8/242.7 MB
 29%[==============                                    ] 69.8/242.7 MB
 29%[==============                                    ] 69.8/242.7 MB
 29%[==============                                    ] 69.8/242.7 MB
 29%[==============                                    ] 69.9/242.7 MB
 29%[==============                                    ] 69.9/242.7 MB
 29%[==============                                    ] 69.9/242.7 MB
 29%[==============                                    ] 69.9/242.7 MB
 29%[==============                                    ] 69.9/242.7 MB
 29%[==============                                    ] 69.9/242.7 MB
 29%[==============                                    ] 69.9/242.7 MB
 29%[==============                                    ] 69.9/242.7 MB
 29%[==============                                    ] 69.9/242.7 MB
 29%[==============                                    ] 69.9/242.7 MB
 29%[==============                                    ] 69.9/242.7 MB
 29%[==============                                    ] 69.9/242.7 MB
 29%[==============                                    ] 69.9/242.7 MB
 29%[==============                                    ] 70.0/242.7 MB
 29%[==============                                    ] 70.0/242.7 MB
 29%[==============                                    ] 70.0/242.7 MB
 29%[==============                                    ] 70.0/242.7 MB
 29%[==============                                    ] 70.0/242.7 MB
 29%[==============                                    ] 70.0/242.7 MB
 29%[==============                                    ] 70.0/242.7 MB
 29%[==============                                    ] 70.0/242.7 MB
 29%[==============                                    ] 70.0/242.7 MB
 29%[==============                                    ] 70.0/242.7 MB
 29%[==============                                    ] 70.0/242.7 MB
 29%[==============                                    ] 70.0/242.7 MB
 29%[==============                                    ] 70.0/242.7 MB
 29%[==============                                    ] 70.1/242.7 MB
 29%[==============                                    ] 70.1/242.7 MB
 29%[==============                                    ] 70.1/242.7 MB
 29%[==============                                    ] 70.1/242.7 MB
 29%[==============                                    ] 70.1/242.7 MB
 29%[==============                                    ] 70.1/242.7 MB
 29%[==============                                    ] 70.1/242.7 MB
 29%[==============                                    ] 70.1/242.7 MB
 29%[==============                                    ] 70.1/242.7 MB
 29%[==============                                    ] 70.1/242.7 MB
 29%[==============                                    ] 70.1/242.7 MB
 29%[==============                                    ] 70.1/242.7 MB
 29%[==============                                    ] 70.1/242.7 MB
 29%[==============                                    ] 70.2/242.7 MB
 29%[==============                                    ] 70.2/242.7 MB
 29%[==============                                    ] 70.2/242.7 MB
 29%[==============                                    ] 70.2/242.7 MB
 29%[==============                                    ] 70.2/242.7 MB
 29%[==============                                    ] 70.2/242.7 MB
 29%[==============                                    ] 70.2/242.7 MB
 29%[==============                                    ] 70.2/242.7 MB
 29%[==============                                    ] 70.2/242.7 MB
 29%[==============                                    ] 70.2/242.7 MB
 29%[==============                                    ] 70.2/242.7 MB
 29%[==============                                    ] 70.2/242.7 MB
 29%[==============                                    ] 70.2/242.7 MB
 29%[==============                                    ] 70.3/242.7 MB
 29%[==============                                    ] 70.3/242.7 MB
 29%[==============                                    ] 70.3/242.7 MB
 29%[==============                                    ] 70.3/242.7 MB
 29%[==============                                    ] 70.3/242.7 MB
 29%[==============                                    ] 70.3/242.7 MB
 29%[==============                                    ] 70.3/242.7 MB
 29%[==============                                    ] 70.3/242.7 MB
 29%[==============                                    ] 70.3/242.7 MB
 29%[==============                                    ] 70.3/242.7 MB
 29%[==============                                    ] 70.3/242.7 MB
 29%[==============                                    ] 70.3/242.7 MB
 29%[==============                                    ] 70.4/242.7 MB
 29%[==============                                    ] 70.4/242.7 MB
 29%[==============                                    ] 70.4/242.7 MB
 29%[==============                                    ] 70.4/242.7 MB
 29%[==============                                    ] 70.4/242.7 MB
 29%[==============                                    ] 70.4/242.7 MB
 29%[==============                                    ] 70.4/242.7 MB
 29%[==============                                    ] 70.4/242.7 MB
 29%[==============                                    ] 70.4/242.7 MB
 29%[==============                                    ] 70.4/242.7 MB
 29%[==============                                    ] 70.4/242.7 MB
 29%[==============                                    ] 70.4/242.7 MB
 29%[==============                                    ] 70.4/242.7 MB
 29%[==============                                    ] 70.5/242.7 MB
 29%[==============                                    ] 70.5/242.7 MB
 29%[==============                                    ] 70.5/242.7 MB
 29%[==============                                    ] 70.5/242.7 MB
 29%[==============                                    ] 70.5/242.7 MB
 29%[==============                                    ] 70.5/242.7 MB
 29%[==============                                    ] 70.5/242.7 MB
 29%[==============                                    ] 70.5/242.7 MB
 29%[==============                                    ] 70.5/242.7 MB
 29%[==============                                    ] 70.5/242.7 MB
 29%[==============                                    ] 70.5/242.7 MB
 29%[==============                                    ] 70.5/242.7 MB
 29%[==============                                    ] 70.5/242.7 MB
 29%[==============                                    ] 70.6/242.7 MB
 29%[==============                                    ] 70.6/242.7 MB
 29%[==============                                    ] 70.6/242.7 MB
 29%[==============                                    ] 70.6/242.7 MB
 29%[==============                                    ] 70.6/242.7 MB
 29%[==============                                    ] 70.6/242.7 MB
 29%[==============                                    ] 70.6/242.7 MB
 29%[==============                                    ] 70.6/242.7 MB
 29%[==============                                    ] 70.6/242.7 MB
 29%[==============                                    ] 70.6/242.7 MB
 29%[==============                                    ] 70.6/242.7 MB
 29%[==============                                    ] 70.6/242.7 MB
 29%[==============                                    ] 70.6/242.7 MB
 29%[==============                                    ] 70.7/242.7 MB
 29%[==============                                    ] 70.7/242.7 MB
 29%[==============                                    ] 70.7/242.7 MB
 29%[==============                                    ] 70.7/242.7 MB
 29%[==============                                    ] 70.7/242.7 MB
 29%[==============                                    ] 70.7/242.7 MB
 29%[==============                                    ] 70.7/242.7 MB
 29%[==============                                    ] 70.7/242.7 MB
 29%[==============                                    ] 70.7/242.7 MB
 29%[==============                                    ] 70.7/242.7 MB
 29%[==============                                    ] 70.7/242.7 MB
 29%[==============                                    ] 70.7/242.7 MB
 29%[==============                                    ] 70.8/242.7 MB
 29%[==============                                    ] 70.8/242.7 MB
 29%[==============                                    ] 70.8/242.7 MB
 29%[==============                                    ] 70.8/242.7 MB
 29%[==============                                    ] 70.8/242.7 MB
 29%[==============                                    ] 70.8/242.7 MB
 29%[==============                                    ] 70.8/242.7 MB
 29%[==============                                    ] 70.8/242.7 MB
 29%[==============                                    ] 70.8/242.7 MB
 29%[==============                                    ] 70.8/242.7 MB
 29%[==============                                    ] 70.8/242.7 MB
 29%[==============                                    ] 70.8/242.7 MB
 29%[==============                                    ] 70.8/242.7 MB
 29%[==============                                    ] 70.9/242.7 MB
 29%[==============                                    ] 70.9/242.7 MB
 29%[==============                                    ] 70.9/242.7 MB
 29%[==============                                    ] 70.9/242.7 MB
 29%[==============                                    ] 70.9/242.7 MB
 29%[==============                                    ] 70.9/242.7 MB
 29%[==============                                    ] 70.9/242.7 MB
 29%[==============                                    ] 70.9/242.7 MB
 29%[==============                                    ] 70.9/242.7 MB
 29%[==============                                    ] 70.9/242.7 MB
 29%[==============                                    ] 70.9/242.7 MB
 29%[==============                                    ] 70.9/242.7 MB
 29%[==============                                    ] 70.9/242.7 MB
 29%[==============                                    ] 71.0/242.7 MB
 29%[==============                                    ] 71.0/242.7 MB
 29%[==============                                    ] 71.0/242.7 MB
 29%[==============                                    ] 71.0/242.7 MB
 29%[==============                                    ] 71.0/242.7 MB
 29%[==============                                    ] 71.0/242.7 MB
 29%[==============                                    ] 71.0/242.7 MB
 29%[==============                                    ] 71.0/242.7 MB
 29%[==============                                    ] 71.0/242.7 MB
 29%[==============                                    ] 71.0/242.7 MB
 29%[==============                                    ] 71.0/242.7 MB
 29%[==============                                    ] 71.0/242.7 MB
 29%[==============                                    ] 71.0/242.7 MB
 29%[==============                                    ] 71.1/242.7 MB
 29%[==============                                    ] 71.1/242.7 MB
 29%[==============                                    ] 71.1/242.7 MB
 29%[==============                                    ] 71.1/242.7 MB
 29%[==============                                    ] 71.1/242.7 MB
 29%[==============                                    ] 71.1/242.7 MB
 29%[==============                                    ] 71.1/242.7 MB
 29%[==============                                    ] 71.1/242.7 MB
 29%[==============                                    ] 71.1/242.7 MB
 29%[==============                                    ] 71.1/242.7 MB
 29%[==============                                    ] 71.1/242.7 MB
 29%[==============                                    ] 71.1/242.7 MB
 29%[==============                                    ] 71.1/242.7 MB
 29%[==============                                    ] 71.2/242.7 MB
 29%[==============                                    ] 71.2/242.7 MB
 29%[==============                                    ] 71.2/242.7 MB
 29%[==============                                    ] 71.2/242.7 MB
 29%[==============                                    ] 71.2/242.7 MB
 29%[==============                                    ] 71.2/242.7 MB
 29%[==============                                    ] 71.2/242.7 MB
 29%[==============                                    ] 71.2/242.7 MB
 29%[==============                                    ] 71.2/242.7 MB
 29%[==============                                    ] 71.2/242.7 MB
 29%[==============                                    ] 71.2/242.7 MB
 29%[==============                                    ] 71.2/242.7 MB
 29%[==============                                    ] 71.2/242.7 MB
 29%[==============                                    ] 71.3/242.7 MB
 29%[==============                                    ] 71.3/242.7 MB
 29%[==============                                    ] 71.3/242.7 MB
 29%[==============                                    ] 71.3/242.7 MB
 29%[==============                                    ] 71.3/242.7 MB
 29%[==============                                    ] 71.3/242.7 MB
 29%[==============                                    ] 71.3/242.7 MB
 29%[==============                                    ] 71.3/242.7 MB
 29%[==============                                    ] 71.3/242.7 MB
 29%[==============                                    ] 71.3/242.7 MB
 29%[==============                                    ] 71.3/242.7 MB
 29%[==============                                    ] 71.3/242.7 MB
 29%[==============                                    ] 71.4/242.7 MB
 29%[==============                                    ] 71.4/242.7 MB
 29%[==============                                    ] 71.4/242.7 MB
 29%[==============                                    ] 71.4/242.7 MB
 29%[==============                                    ] 71.4/242.7 MB
 29%[==============                                    ] 71.4/242.7 MB
 29%[==============                                    ] 71.4/242.7 MB
 29%[==============                                    ] 71.4/242.7 MB
 29%[==============                                    ] 71.4/242.7 MB
 29%[==============                                    ] 71.4/242.7 MB
 29%[==============                                    ] 71.4/242.7 MB
 29%[==============                                    ] 71.4/242.7 MB
 29%[==============                                    ] 71.4/242.7 MB
 29%[==============                                    ] 71.5/242.7 MB
 29%[==============                                    ] 71.5/242.7 MB
 29%[==============                                    ] 71.5/242.7 MB
 29%[==============                                    ] 71.5/242.7 MB
 29%[==============                                    ] 71.5/242.7 MB
 29%[==============                                    ] 71.5/242.7 MB
 29%[==============                                    ] 71.5/242.7 MB
 29%[==============                                    ] 71.5/242.7 MB
 29%[==============                                    ] 71.5/242.7 MB
 29%[==============                                    ] 71.5/242.7 MB
 29%[==============                                    ] 71.5/242.7 MB
 29%[==============                                    ] 71.5/242.7 MB
 29%[==============                                    ] 71.5/242.7 MB
 29%[==============                                    ] 71.6/242.7 MB
 29%[==============                                    ] 71.6/242.7 MB
 29%[==============                                    ] 71.6/242.7 MB
 29%[==============                                    ] 71.6/242.7 MB
 29%[==============                                    ] 71.6/242.7 MB
 30%[==============                                    ] 71.6/242.7 MB
 30%[==============                                    ] 71.6/242.7 MB
 30%[==============                                    ] 71.6/242.7 MB
 30%[==============                                    ] 71.6/242.7 MB
 30%[==============                                    ] 71.6/242.7 MB
 30%[==============                                    ] 71.6/242.7 MB
 30%[==============                                    ] 71.6/242.7 MB
 30%[==============                                    ] 71.6/242.7 MB
 30%[==============                                    ] 71.7/242.7 MB
 30%[==============                                    ] 71.7/242.7 MB
 30%[==============                                    ] 71.7/242.7 MB
 30%[==============                                    ] 71.7/242.7 MB
 30%[==============                                    ] 71.7/242.7 MB
 30%[==============                                    ] 71.7/242.7 MB
 30%[==============                                    ] 71.7/242.7 MB
 30%[==============                                    ] 71.7/242.7 MB
 30%[==============                                    ] 71.7/242.7 MB
 30%[==============                                    ] 71.7/242.7 MB
 30%[==============                                    ] 71.7/242.7 MB
 30%[==============                                    ] 71.7/242.7 MB
 30%[==============                                    ] 71.8/242.7 MB
 30%[==============                                    ] 71.8/242.7 MB
 30%[==============                                    ] 71.8/242.7 MB
 30%[==============                                    ] 71.8/242.7 MB
 30%[==============                                    ] 71.8/242.7 MB
 30%[==============                                    ] 71.8/242.7 MB
 30%[==============                                    ] 71.8/242.7 MB
 30%[==============                                    ] 71.8/242.7 MB
 30%[==============                                    ] 71.8/242.7 MB
 30%[==============                                    ] 71.8/242.7 MB
 30%[==============                                    ] 71.8/242.7 MB
 30%[==============                                    ] 71.8/242.7 MB
 30%[==============                                    ] 71.8/242.7 MB
 30%[==============                                    ] 71.9/242.7 MB
 30%[==============                                    ] 71.9/242.7 MB
 30%[==============                                    ] 71.9/242.7 MB
 30%[==============                                    ] 71.9/242.7 MB
 30%[==============                                    ] 71.9/242.7 MB
 30%[==============                                    ] 71.9/242.7 MB
 30%[==============                                    ] 71.9/242.7 MB
 30%[==============                                    ] 71.9/242.7 MB
 30%[==============                                    ] 71.9/242.7 MB
 30%[==============                                    ] 71.9/242.7 MB
 30%[==============                                    ] 71.9/242.7 MB
 30%[==============                                    ] 71.9/242.7 MB
 30%[==============                                    ] 71.9/242.7 MB
 30%[==============                                    ] 72.0/242.7 MB
 30%[==============                                    ] 72.0/242.7 MB
 30%[==============                                    ] 72.0/242.7 MB
 30%[==============                                    ] 72.0/242.7 MB
 30%[==============                                    ] 72.0/242.7 MB
 30%[==============                                    ] 72.0/242.7 MB
 30%[==============                                    ] 72.0/242.7 MB
 30%[==============                                    ] 72.0/242.7 MB
 30%[==============                                    ] 72.0/242.7 MB
 30%[==============                                    ] 72.0/242.7 MB
 30%[==============                                    ] 72.0/242.7 MB
 30%[==============                                    ] 72.0/242.7 MB
 30%[==============                                    ] 72.0/242.7 MB
 30%[==============                                    ] 72.1/242.7 MB
 30%[==============                                    ] 72.1/242.7 MB
 30%[==============                                    ] 72.1/242.7 MB
 30%[==============                                    ] 72.1/242.7 MB
 30%[==============                                    ] 72.1/242.7 MB
 30%[==============                                    ] 72.1/242.7 MB
 30%[==============                                    ] 72.1/242.7 MB
 30%[==============                                    ] 72.1/242.7 MB
 30%[==============                                    ] 72.1/242.7 MB
 30%[==============                                    ] 72.1/242.7 MB
 30%[==============                                    ] 72.1/242.7 MB
 30%[==============                                    ] 72.1/242.7 MB
 30%[==============                                    ] 72.1/242.7 MB
 30%[==============                                    ] 72.2/242.7 MB
 30%[==============                                    ] 72.2/242.7 MB
 30%[==============                                    ] 72.2/242.7 MB
 30%[==============                                    ] 72.2/242.7 MB
 30%[==============                                    ] 72.2/242.7 MB
 30%[==============                                    ] 72.2/242.7 MB
 30%[==============                                    ] 72.2/242.7 MB
 30%[==============                                    ] 72.2/242.7 MB
 30%[==============                                    ] 72.2/242.7 MB
 30%[==============                                    ] 72.2/242.7 MB
 30%[==============                                    ] 72.2/242.7 MB
 30%[==============                                    ] 72.2/242.7 MB
 30%[==============                                    ] 72.2/242.7 MB
 30%[==============                                    ] 72.3/242.7 MB
 30%[==============                                    ] 72.3/242.7 MB
 30%[==============                                    ] 72.3/242.7 MB
 30%[==============                                    ] 72.3/242.7 MB
 30%[==============                                    ] 72.3/242.7 MB
 30%[==============                                    ] 72.3/242.7 MB
 30%[==============                                    ] 72.3/242.7 MB
 30%[==============                                    ] 72.3/242.7 MB
 30%[==============                                    ] 72.3/242.7 MB
 30%[==============                                    ] 72.3/242.7 MB
 30%[==============                                    ] 72.3/242.7 MB
 30%[==============                                    ] 72.3/242.7 MB
 30%[==============                                    ] 72.4/242.7 MB
 30%[==============                                    ] 72.4/242.7 MB
 30%[==============                                    ] 72.4/242.7 MB
 30%[==============                                    ] 72.4/242.7 MB
 30%[==============                                    ] 72.4/242.7 MB
 30%[==============                                    ] 72.4/242.7 MB
 30%[==============                                    ] 72.4/242.7 MB
 30%[==============                                    ] 72.4/242.7 MB
 30%[==============                                    ] 72.4/242.7 MB
 30%[==============                                    ] 72.4/242.7 MB
 30%[==============                                    ] 72.4/242.7 MB
 30%[==============                                    ] 72.4/242.7 MB
 30%[==============                                    ] 72.4/242.7 MB
 30%[==============                                    ] 72.5/242.7 MB
 30%[==============                                    ] 72.5/242.7 MB
 30%[==============                                    ] 72.5/242.7 MB
 30%[==============                                    ] 72.5/242.7 MB
 30%[==============                                    ] 72.5/242.7 MB
 30%[==============                                    ] 72.5/242.7 MB
 30%[==============                                    ] 72.5/242.7 MB
 30%[==============                                    ] 72.5/242.7 MB
 30%[==============                                    ] 72.5/242.7 MB
 30%[==============                                    ] 72.5/242.7 MB
 30%[==============                                    ] 72.5/242.7 MB
 30%[==============                                    ] 72.5/242.7 MB
 30%[==============                                    ] 72.5/242.7 MB
 30%[==============                                    ] 72.6/242.7 MB
 30%[==============                                    ] 72.6/242.7 MB
 30%[==============                                    ] 72.6/242.7 MB
 30%[==============                                    ] 72.6/242.7 MB
 30%[==============                                    ] 72.6/242.7 MB
 30%[==============                                    ] 72.6/242.7 MB
 30%[==============                                    ] 72.6/242.7 MB
 30%[==============                                    ] 72.6/242.7 MB
 30%[==============                                    ] 72.6/242.7 MB
 30%[==============                                    ] 72.6/242.7 MB
 30%[==============                                    ] 72.6/242.7 MB
 30%[==============                                    ] 72.6/242.7 MB
 30%[==============                                    ] 72.6/242.7 MB
 30%[==============                                    ] 72.7/242.7 MB
 30%[==============                                    ] 72.7/242.7 MB
 30%[==============                                    ] 72.7/242.7 MB
 30%[==============                                    ] 72.7/242.7 MB
 30%[==============                                    ] 72.7/242.7 MB
 30%[==============                                    ] 72.7/242.7 MB
 30%[==============                                    ] 72.7/242.7 MB
 30%[==============                                    ] 72.7/242.7 MB
 30%[==============                                    ] 72.7/242.7 MB
 30%[==============                                    ] 72.7/242.7 MB
 30%[==============                                    ] 72.7/242.7 MB
 30%[==============                                    ] 72.7/242.7 MB
 30%[==============                                    ] 72.8/242.7 MB
 30%[==============                                    ] 72.8/242.7 MB
 30%[==============                                    ] 72.8/242.7 MB
 30%[==============                                    ] 72.8/242.7 MB
 30%[==============                                    ] 72.8/242.7 MB
 30%[==============                                    ] 72.8/242.7 MB
 30%[==============                                    ] 72.8/242.7 MB
 30%[===============                                   ] 72.8/242.7 MB
 30%[===============                                   ] 72.8/242.7 MB
 30%[===============                                   ] 72.8/242.7 MB
 30%[===============                                   ] 72.8/242.7 MB
 30%[===============                                   ] 72.8/242.7 MB
 30%[===============                                   ] 72.8/242.7 MB
 30%[===============                                   ] 72.9/242.7 MB
 30%[===============                                   ] 72.9/242.7 MB
 30%[===============                                   ] 72.9/242.7 MB
 30%[===============                                   ] 72.9/242.7 MB
 30%[===============                                   ] 72.9/242.7 MB
 30%[===============                                   ] 72.9/242.7 MB
 30%[===============                                   ] 72.9/242.7 MB
 30%[===============                                   ] 72.9/242.7 MB
 30%[===============                                   ] 72.9/242.7 MB
 30%[===============                                   ] 72.9/242.7 MB
 30%[===============                                   ] 72.9/242.7 MB
 30%[===============                                   ] 72.9/242.7 MB
 30%[===============                                   ] 72.9/242.7 MB
 30%[===============                                   ] 73.0/242.7 MB
 30%[===============                                   ] 73.0/242.7 MB
 30%[===============                                   ] 73.0/242.7 MB
 30%[===============                                   ] 73.0/242.7 MB
 30%[===============                                   ] 73.0/242.7 MB
 30%[===============                                   ] 73.0/242.7 MB
 30%[===============                                   ] 73.0/242.7 MB
 30%[===============                                   ] 73.0/242.7 MB
 30%[===============                                   ] 73.0/242.7 MB
 30%[===============                                   ] 73.0/242.7 MB
 30%[===============                                   ] 73.0/242.7 MB
 30%[===============                                   ] 73.0/242.7 MB
 30%[===============                                   ] 73.0/242.7 MB
 30%[===============                                   ] 73.1/242.7 MB
 30%[===============                                   ] 73.1/242.7 MB
 30%[===============                                   ] 73.1/242.7 MB
 30%[===============                                   ] 73.1/242.7 MB
 30%[===============                                   ] 73.1/242.7 MB
 30%[===============                                   ] 73.1/242.7 MB
 30%[===============                                   ] 73.1/242.7 MB
 30%[===============                                   ] 73.1/242.7 MB
 30%[===============                                   ] 73.1/242.7 MB
 30%[===============                                   ] 73.1/242.7 MB
 30%[===============                                   ] 73.1/242.7 MB
 30%[===============                                   ] 73.1/242.7 MB
 30%[===============                                   ] 73.1/242.7 MB
 30%[===============                                   ] 73.2/242.7 MB
 30%[===============                                   ] 73.2/242.7 MB
 30%[===============                                   ] 73.2/242.7 MB
 30%[===============                                   ] 73.2/242.7 MB
 30%[===============                                   ] 73.2/242.7 MB
 30%[===============                                   ] 73.2/242.7 MB
 30%[===============                                   ] 73.2/242.7 MB
 30%[===============                                   ] 73.2/242.7 MB
 30%[===============                                   ] 73.2/242.7 MB
 30%[===============                                   ] 73.2/242.7 MB
 30%[===============                                   ] 73.2/242.7 MB
 30%[===============                                   ] 73.2/242.7 MB
 30%[===============                                   ] 73.2/242.7 MB
 30%[===============                                   ] 73.3/242.7 MB
 30%[===============                                   ] 73.3/242.7 MB
 30%[===============                                   ] 73.3/242.7 MB
 30%[===============                                   ] 73.3/242.7 MB
 30%[===============                                   ] 73.3/242.7 MB
 30%[===============                                   ] 73.3/242.7 MB
 30%[===============                                   ] 73.3/242.7 MB
 30%[===============                                   ] 73.3/242.7 MB
 30%[===============                                   ] 73.3/242.7 MB
 30%[===============                                   ] 73.3/242.7 MB
 30%[===============                                   ] 73.3/242.7 MB
 30%[===============                                   ] 73.3/242.7 MB
 30%[===============                                   ] 73.4/242.7 MB
 30%[===============                                   ] 73.4/242.7 MB
 30%[===============                                   ] 73.4/242.7 MB
 30%[===============                                   ] 73.4/242.7 MB
 30%[===============                                   ] 73.4/242.7 MB
 30%[===============                                   ] 73.4/242.7 MB
 30%[===============                                   ] 73.4/242.7 MB
 30%[===============                                   ] 73.4/242.7 MB
 30%[===============                                   ] 73.4/242.7 MB
 30%[===============                                   ] 73.4/242.7 MB
 30%[===============                                   ] 73.4/242.7 MB
 30%[===============                                   ] 73.4/242.7 MB
 30%[===============                                   ] 73.4/242.7 MB
 30%[===============                                   ] 73.5/242.7 MB
 30%[===============                                   ] 73.5/242.7 MB
 30%[===============                                   ] 73.5/242.7 MB
 30%[===============                                   ] 73.5/242.7 MB
 30%[===============                                   ] 73.5/242.7 MB
 30%[===============                                   ] 73.5/242.7 MB
 30%[===============                                   ] 73.5/242.7 MB
 30%[===============                                   ] 73.5/242.7 MB
 30%[===============                                   ] 73.5/242.7 MB
 30%[===============                                   ] 73.5/242.7 MB
 30%[===============                                   ] 73.5/242.7 MB
 30%[===============                                   ] 73.5/242.7 MB
 30%[===============                                   ] 73.5/242.7 MB
 30%[===============                                   ] 73.6/242.7 MB
 30%[===============                                   ] 73.6/242.7 MB
 30%[===============                                   ] 73.6/242.7 MB
 30%[===============                                   ] 73.6/242.7 MB
 30%[===============                                   ] 73.6/242.7 MB
 30%[===============                                   ] 73.6/242.7 MB
 30%[===============                                   ] 73.6/242.7 MB
 30%[===============                                   ] 73.6/242.7 MB
 30%[===============                                   ] 73.6/242.7 MB
 30%[===============                                   ] 73.6/242.7 MB
 30%[===============                                   ] 73.6/242.7 MB
 30%[===============                                   ] 73.6/242.7 MB
 30%[===============                                   ] 73.6/242.7 MB
 30%[===============                                   ] 73.7/242.7 MB
 30%[===============                                   ] 73.7/242.7 MB
 30%[===============                                   ] 73.7/242.7 MB
 30%[===============                                   ] 73.7/242.7 MB
 30%[===============                                   ] 73.7/242.7 MB
 30%[===============                                   ] 73.7/242.7 MB
 30%[===============                                   ] 73.7/242.7 MB
 30%[===============                                   ] 73.7/242.7 MB
 30%[===============                                   ] 73.7/242.7 MB
 30%[===============                                   ] 73.7/242.7 MB
 30%[===============                                   ] 73.7/242.7 MB
 30%[===============                                   ] 73.7/242.7 MB
 30%[===============                                   ] 73.8/242.7 MB
 30%[===============                                   ] 73.8/242.7 MB
 30%[===============                                   ] 73.8/242.7 MB
 30%[===============                                   ] 73.8/242.7 MB
 30%[===============                                   ] 73.8/242.7 MB
 30%[===============                                   ] 73.8/242.7 MB
 30%[===============                                   ] 73.8/242.7 MB
 30%[===============                                   ] 73.8/242.7 MB
 30%[===============                                   ] 73.8/242.7 MB
 30%[===============                                   ] 73.8/242.7 MB
 30%[===============                                   ] 73.8/242.7 MB
 30%[===============                                   ] 73.8/242.7 MB
 30%[===============                                   ] 73.8/242.7 MB
 30%[===============                                   ] 73.9/242.7 MB
 30%[===============                                   ] 73.9/242.7 MB
 30%[===============                                   ] 73.9/242.7 MB
 30%[===============                                   ] 73.9/242.7 MB
 30%[===============                                   ] 73.9/242.7 MB
 30%[===============                                   ] 73.9/242.7 MB
 30%[===============                                   ] 73.9/242.7 MB
 30%[===============                                   ] 73.9/242.7 MB
 30%[===============                                   ] 73.9/242.7 MB
 30%[===============                                   ] 73.9/242.7 MB
 30%[===============                                   ] 73.9/242.7 MB
 30%[===============                                   ] 73.9/242.7 MB
 30%[===============                                   ] 73.9/242.7 MB
 30%[===============                                   ] 74.0/242.7 MB
 30%[===============                                   ] 74.0/242.7 MB
 30%[===============                                   ] 74.0/242.7 MB
 30%[===============                                   ] 74.0/242.7 MB
 30%[===============                                   ] 74.0/242.7 MB
 30%[===============                                   ] 74.0/242.7 MB
 30%[===============                                   ] 74.0/242.7 MB
 30%[===============                                   ] 74.0/242.7 MB
 30%[===============                                   ] 74.0/242.7 MB
 31%[===============                                   ] 74.0/242.7 MB
 31%[===============                                   ] 74.0/242.7 MB
 31%[===============                                   ] 74.0/242.7 MB
 31%[===============                                   ] 74.0/242.7 MB
 31%[===============                                   ] 74.1/242.7 MB
 31%[===============                                   ] 74.1/242.7 MB
 31%[===============                                   ] 74.1/242.7 MB
 31%[===============                                   ] 74.1/242.7 MB
 31%[===============                                   ] 74.1/242.7 MB
 31%[===============                                   ] 74.1/242.7 MB
 31%[===============                                   ] 74.1/242.7 MB
 31%[===============                                   ] 74.1/242.7 MB
 31%[===============                                   ] 74.1/242.7 MB
 31%[===============                                   ] 74.1/242.7 MB
 31%[===============                                   ] 74.1/242.7 MB
 31%[===============                                   ] 74.1/242.7 MB
 31%[===============                                   ] 74.1/242.7 MB
 31%[===============                                   ] 74.2/242.7 MB
 31%[===============                                   ] 74.2/242.7 MB
 31%[===============                                   ] 74.2/242.7 MB
 31%[===============                                   ] 74.2/242.7 MB
 31%[===============                                   ] 74.2/242.7 MB
 31%[===============                                   ] 74.2/242.7 MB
 31%[===============                                   ] 74.2/242.7 MB
 31%[===============                                   ] 74.2/242.7 MB
 31%[===============                                   ] 74.2/242.7 MB
 31%[===============                                   ] 74.2/242.7 MB
 31%[===============                                   ] 74.2/242.7 MB
 31%[===============                                   ] 74.2/242.7 MB
 31%[===============                                   ] 74.2/242.7 MB
 31%[===============                                   ] 74.3/242.7 MB
 31%[===============                                   ] 74.3/242.7 MB
 31%[===============                                   ] 74.3/242.7 MB
 31%[===============                                   ] 74.3/242.7 MB
 31%[===============                                   ] 74.3/242.7 MB
 31%[===============                                   ] 74.3/242.7 MB
 31%[===============                                   ] 74.3/242.7 MB
 31%[===============                                   ] 74.3/242.7 MB
 31%[===============                                   ] 74.3/242.7 MB
 31%[===============                                   ] 74.3/242.7 MB
 31%[===============                                   ] 74.3/242.7 MB
 31%[===============                                   ] 74.3/242.7 MB
 31%[===============                                   ] 74.4/242.7 MB
 31%[===============                                   ] 74.4/242.7 MB
 31%[===============                                   ] 74.4/242.7 MB
 31%[===============                                   ] 74.4/242.7 MB
 31%[===============                                   ] 74.4/242.7 MB
 31%[===============                                   ] 74.4/242.7 MB
 31%[===============                                   ] 74.4/242.7 MB
 31%[===============                                   ] 74.4/242.7 MB
 31%[===============                                   ] 74.4/242.7 MB
 31%[===============                                   ] 74.4/242.7 MB
 31%[===============                                   ] 74.4/242.7 MB
 31%[===============                                   ] 74.4/242.7 MB
 31%[===============                                   ] 74.4/242.7 MB
 31%[===============                                   ] 74.5/242.7 MB
 31%[===============                                   ] 74.5/242.7 MB
 31%[===============                                   ] 74.5/242.7 MB
 31%[===============                                   ] 74.5/242.7 MB
 31%[===============                                   ] 74.5/242.7 MB
 31%[===============                                   ] 74.5/242.7 MB
 31%[===============                                   ] 74.5/242.7 MB
 31%[===============                                   ] 74.5/242.7 MB
 31%[===============                                   ] 74.5/242.7 MB
 31%[===============                                   ] 74.5/242.7 MB
 31%[===============                                   ] 74.5/242.7 MB
 31%[===============                                   ] 74.5/242.7 MB
 31%[===============                                   ] 74.5/242.7 MB
 31%[===============                                   ] 74.6/242.7 MB
 31%[===============                                   ] 74.6/242.7 MB
 31%[===============                                   ] 74.6/242.7 MB
 31%[===============                                   ] 74.6/242.7 MB
 31%[===============                                   ] 74.6/242.7 MB
 31%[===============                                   ] 74.6/242.7 MB
 31%[===============                                   ] 74.6/242.7 MB
 31%[===============                                   ] 74.6/242.7 MB
 31%[===============                                   ] 74.6/242.7 MB
 31%[===============                                   ] 74.6/242.7 MB
 31%[===============                                   ] 74.6/242.7 MB
 31%[===============                                   ] 74.6/242.7 MB
 31%[===============                                   ] 74.6/242.7 MB
 31%[===============                                   ] 74.7/242.7 MB
 31%[===============                                   ] 74.7/242.7 MB
 31%[===============                                   ] 74.7/242.7 MB
 31%[===============                                   ] 74.7/242.7 MB
 31%[===============                                   ] 74.7/242.7 MB
 31%[===============                                   ] 74.7/242.7 MB
 31%[===============                                   ] 74.7/242.7 MB
 31%[===============                                   ] 74.7/242.7 MB
 31%[===============                                   ] 74.7/242.7 MB
 31%[===============                                   ] 74.7/242.7 MB
 31%[===============                                   ] 74.7/242.7 MB
 31%[===============                                   ] 74.7/242.7 MB
 31%[===============                                   ] 74.8/242.7 MB
 31%[===============                                   ] 74.8/242.7 MB
 31%[===============                                   ] 74.8/242.7 MB
 31%[===============                                   ] 74.8/242.7 MB
 31%[===============                                   ] 74.8/242.7 MB
 31%[===============                                   ] 74.8/242.7 MB
 31%[===============                                   ] 74.8/242.7 MB
 31%[===============                                   ] 74.8/242.7 MB
 31%[===============                                   ] 74.8/242.7 MB
 31%[===============                                   ] 74.8/242.7 MB
 31%[===============                                   ] 74.8/242.7 MB
 31%[===============                                   ] 74.8/242.7 MB
 31%[===============                                   ] 74.8/242.7 MB
 31%[===============                                   ] 74.9/242.7 MB
 31%[===============                                   ] 74.9/242.7 MB
 31%[===============                                   ] 74.9/242.7 MB
 31%[===============                                   ] 74.9/242.7 MB
 31%[===============                                   ] 74.9/242.7 MB
 31%[===============                                   ] 74.9/242.7 MB
 31%[===============                                   ] 74.9/242.7 MB
 31%[===============                                   ] 74.9/242.7 MB
 31%[===============                                   ] 74.9/242.7 MB
 31%[===============                                   ] 74.9/242.7 MB
 31%[===============                                   ] 74.9/242.7 MB
 31%[===============                                   ] 74.9/242.7 MB
 31%[===============                                   ] 74.9/242.7 MB
 31%[===============                                   ] 75.0/242.7 MB
 31%[===============                                   ] 75.0/242.7 MB
 31%[===============                                   ] 75.0/242.7 MB
 31%[===============                                   ] 75.0/242.7 MB
 31%[===============                                   ] 75.0/242.7 MB
 31%[===============                                   ] 75.0/242.7 MB
 31%[===============                                   ] 75.0/242.7 MB
 31%[===============                                   ] 75.0/242.7 MB
 31%[===============                                   ] 75.0/242.7 MB
 31%[===============                                   ] 75.0/242.7 MB
 31%[===============                                   ] 75.0/242.7 MB
 31%[===============                                   ] 75.0/242.7 MB
 31%[===============                                   ] 75.0/242.7 MB
 31%[===============                                   ] 75.1/242.7 MB
 31%[===============                                   ] 75.1/242.7 MB
 31%[===============                                   ] 75.1/242.7 MB
 31%[===============                                   ] 75.1/242.7 MB
 31%[===============                                   ] 75.1/242.7 MB
 31%[===============                                   ] 75.1/242.7 MB
 31%[===============                                   ] 75.1/242.7 MB
 31%[===============                                   ] 75.1/242.7 MB
 31%[===============                                   ] 75.1/242.7 MB
 31%[===============                                   ] 75.1/242.7 MB
 31%[===============                                   ] 75.1/242.7 MB
 31%[===============                                   ] 75.1/242.7 MB
 31%[===============                                   ] 75.1/242.7 MB
 31%[===============                                   ] 75.2/242.7 MB
 31%[===============                                   ] 75.2/242.7 MB
 31%[===============                                   ] 75.2/242.7 MB
 31%[===============                                   ] 75.2/242.7 MB
 31%[===============                                   ] 75.2/242.7 MB
 31%[===============                                   ] 75.2/242.7 MB
 31%[===============                                   ] 75.2/242.7 MB
 31%[===============                                   ] 75.2/242.7 MB
 31%[===============                                   ] 75.2/242.7 MB
 31%[===============                                   ] 75.2/242.7 MB
 31%[===============                                   ] 75.2/242.7 MB
 31%[===============                                   ] 75.2/242.7 MB
 31%[===============                                   ] 75.2/242.7 MB
 31%[===============                                   ] 75.3/242.7 MB
 31%[===============                                   ] 75.3/242.7 MB
 31%[===============                                   ] 75.3/242.7 MB
 31%[===============                                   ] 75.3/242.7 MB
 31%[===============                                   ] 75.3/242.7 MB
 31%[===============                                   ] 75.3/242.7 MB
 31%[===============                                   ] 75.3/242.7 MB
 31%[===============                                   ] 75.3/242.7 MB
 31%[===============                                   ] 75.3/242.7 MB
 31%[===============                                   ] 75.3/242.7 MB
 31%[===============                                   ] 75.3/242.7 MB
 31%[===============                                   ] 75.3/242.7 MB
 31%[===============                                   ] 75.4/242.7 MB
 31%[===============                                   ] 75.4/242.7 MB
 31%[===============                                   ] 75.4/242.7 MB
 31%[===============                                   ] 75.4/242.7 MB
 31%[===============                                   ] 75.4/242.7 MB
 31%[===============                                   ] 75.4/242.7 MB
 31%[===============                                   ] 75.4/242.7 MB
 31%[===============                                   ] 75.4/242.7 MB
 31%[===============                                   ] 75.4/242.7 MB
 31%[===============                                   ] 75.4/242.7 MB
 31%[===============                                   ] 75.4/242.7 MB
 31%[===============                                   ] 75.4/242.7 MB
 31%[===============                                   ] 75.4/242.7 MB
 31%[===============                                   ] 75.5/242.7 MB
 31%[===============                                   ] 75.5/242.7 MB
 31%[===============                                   ] 75.5/242.7 MB
 31%[===============                                   ] 75.5/242.7 MB
 31%[===============                                   ] 75.5/242.7 MB
 31%[===============                                   ] 75.5/242.7 MB
 31%[===============                                   ] 75.5/242.7 MB
 31%[===============                                   ] 75.5/242.7 MB
 31%[===============                                   ] 75.5/242.7 MB
 31%[===============                                   ] 75.5/242.7 MB
 31%[===============                                   ] 75.5/242.7 MB
 31%[===============                                   ] 75.5/242.7 MB
 31%[===============                                   ] 75.5/242.7 MB
 31%[===============                                   ] 75.6/242.7 MB
 31%[===============                                   ] 75.6/242.7 MB
 31%[===============                                   ] 75.6/242.7 MB
 31%[===============                                   ] 75.6/242.7 MB
 31%[===============                                   ] 75.6/242.7 MB
 31%[===============                                   ] 75.6/242.7 MB
 31%[===============                                   ] 75.6/242.7 MB
 31%[===============                                   ] 75.6/242.7 MB
 31%[===============                                   ] 75.6/242.7 MB
 31%[===============                                   ] 75.6/242.7 MB
 31%[===============                                   ] 75.6/242.7 MB
 31%[===============                                   ] 75.6/242.7 MB
 31%[===============                                   ] 75.6/242.7 MB
 31%[===============                                   ] 75.7/242.7 MB
 31%[===============                                   ] 75.7/242.7 MB
 31%[===============                                   ] 75.7/242.7 MB
 31%[===============                                   ] 75.7/242.7 MB
 31%[===============                                   ] 75.7/242.7 MB
 31%[===============                                   ] 75.7/242.7 MB
 31%[===============                                   ] 75.7/242.7 MB
 31%[===============                                   ] 75.7/242.7 MB
 31%[===============                                   ] 75.7/242.7 MB
 31%[===============                                   ] 75.7/242.7 MB
 31%[===============                                   ] 75.7/242.7 MB
 31%[===============                                   ] 75.7/242.7 MB
 31%[===============                                   ] 75.8/242.7 MB
 31%[===============                                   ] 75.8/242.7 MB
 31%[===============                                   ] 75.8/242.7 MB
 31%[===============                                   ] 75.8/242.7 MB
 31%[===============                                   ] 75.8/242.7 MB
 31%[===============                                   ] 75.8/242.7 MB
 31%[===============                                   ] 75.8/242.7 MB
 31%[===============                                   ] 75.8/242.7 MB
 31%[===============                                   ] 75.8/242.7 MB
 31%[===============                                   ] 75.8/242.7 MB
 31%[===============                                   ] 75.8/242.7 MB
 31%[===============                                   ] 75.8/242.7 MB
 31%[===============                                   ] 75.8/242.7 MB
 31%[===============                                   ] 75.9/242.7 MB
 31%[===============                                   ] 75.9/242.7 MB
 31%[===============                                   ] 75.9/242.7 MB
 31%[===============                                   ] 75.9/242.7 MB
 31%[===============                                   ] 75.9/242.7 MB
 31%[===============                                   ] 75.9/242.7 MB
 31%[===============                                   ] 75.9/242.7 MB
 31%[===============                                   ] 75.9/242.7 MB
 31%[===============                                   ] 75.9/242.7 MB
 31%[===============                                   ] 75.9/242.7 MB
 31%[===============                                   ] 75.9/242.7 MB
 31%[===============                                   ] 75.9/242.7 MB
 31%[===============                                   ] 75.9/242.7 MB
 31%[===============                                   ] 76.0/242.7 MB
 31%[===============                                   ] 76.0/242.7 MB
 31%[===============                                   ] 76.0/242.7 MB
 31%[===============                                   ] 76.0/242.7 MB
 31%[===============                                   ] 76.0/242.7 MB
 31%[===============                                   ] 76.0/242.7 MB
 31%[===============                                   ] 76.0/242.7 MB
 31%[===============                                   ] 76.0/242.7 MB
 31%[===============                                   ] 76.0/242.7 MB
 31%[===============                                   ] 76.0/242.7 MB
 31%[===============                                   ] 76.0/242.7 MB
 31%[===============                                   ] 76.0/242.7 MB
 31%[===============                                   ] 76.0/242.7 MB
 31%[===============                                   ] 76.1/242.7 MB
 31%[===============                                   ] 76.1/242.7 MB
 31%[===============                                   ] 76.1/242.7 MB
 31%[===============                                   ] 76.1/242.7 MB
 31%[===============                                   ] 76.1/242.7 MB
 31%[===============                                   ] 76.1/242.7 MB
 31%[===============                                   ] 76.1/242.7 MB
 31%[===============                                   ] 76.1/242.7 MB
 31%[===============                                   ] 76.1/242.7 MB
 31%[===============                                   ] 76.1/242.7 MB
 31%[===============                                   ] 76.1/242.7 MB
 31%[===============                                   ] 76.1/242.7 MB
 31%[===============                                   ] 76.1/242.7 MB
 31%[===============                                   ] 76.2/242.7 MB
 31%[===============                                   ] 76.2/242.7 MB
 31%[===============                                   ] 76.2/242.7 MB
 31%[===============                                   ] 76.2/242.7 MB
 31%[===============                                   ] 76.2/242.7 MB
 31%[===============                                   ] 76.2/242.7 MB
 31%[===============                                   ] 76.2/242.7 MB
 31%[===============                                   ] 76.2/242.7 MB
 31%[===============                                   ] 76.2/242.7 MB
 31%[===============                                   ] 76.2/242.7 MB
 31%[===============                                   ] 76.2/242.7 MB
 31%[===============                                   ] 76.2/242.7 MB
 31%[===============                                   ] 76.2/242.7 MB
 31%[===============                                   ] 76.3/242.7 MB
 31%[===============                                   ] 76.3/242.7 MB
 31%[===============                                   ] 76.3/242.7 MB
 31%[===============                                   ] 76.3/242.7 MB
 31%[===============                                   ] 76.3/242.7 MB
 31%[===============                                   ] 76.3/242.7 MB
 31%[===============                                   ] 76.3/242.7 MB
 31%[===============                                   ] 76.3/242.7 MB
 31%[===============                                   ] 76.3/242.7 MB
 31%[===============                                   ] 76.3/242.7 MB
 31%[===============                                   ] 76.3/242.7 MB
 31%[===============                                   ] 76.3/242.7 MB
 31%[===============                                   ] 76.4/242.7 MB
 31%[===============                                   ] 76.4/242.7 MB
 31%[===============                                   ] 76.4/242.7 MB
 31%[===============                                   ] 76.4/242.7 MB
 31%[===============                                   ] 76.4/242.7 MB
 31%[===============                                   ] 76.4/242.7 MB
 31%[===============                                   ] 76.4/242.7 MB
 31%[===============                                   ] 76.4/242.7 MB
 31%[===============                                   ] 76.4/242.7 MB
 31%[===============                                   ] 76.4/242.7 MB
 31%[===============                                   ] 76.4/242.7 MB
 31%[===============                                   ] 76.4/242.7 MB
 32%[===============                                   ] 76.4/242.7 MB
 32%[===============                                   ] 76.5/242.7 MB
 32%[===============                                   ] 76.5/242.7 MB
 32%[===============                                   ] 76.5/242.7 MB
 32%[===============                                   ] 76.5/242.7 MB
 32%[===============                                   ] 76.5/242.7 MB
 32%[===============                                   ] 76.5/242.7 MB
 32%[===============                                   ] 76.5/242.7 MB
 32%[===============                                   ] 76.5/242.7 MB
 32%[===============                                   ] 76.5/242.7 MB
 32%[===============                                   ] 76.5/242.7 MB
 32%[===============                                   ] 76.5/242.7 MB
 32%[===============                                   ] 76.5/242.7 MB
 32%[===============                                   ] 76.5/242.7 MB
 32%[===============                                   ] 76.6/242.7 MB
 32%[===============                                   ] 76.6/242.7 MB
 32%[===============                                   ] 76.6/242.7 MB
 32%[===============                                   ] 76.6/242.7 MB
 32%[===============                                   ] 76.6/242.7 MB
 32%[===============                                   ] 76.6/242.7 MB
 32%[===============                                   ] 76.6/242.7 MB
 32%[===============                                   ] 76.6/242.7 MB
 32%[===============                                   ] 76.6/242.7 MB
 32%[===============                                   ] 76.6/242.7 MB
 32%[===============                                   ] 76.6/242.7 MB
 32%[===============                                   ] 76.6/242.7 MB
 32%[===============                                   ] 76.6/242.7 MB
 32%[===============                                   ] 76.7/242.7 MB
 32%[===============                                   ] 76.7/242.7 MB
 32%[===============                                   ] 76.7/242.7 MB
 32%[===============                                   ] 76.7/242.7 MB
 32%[===============                                   ] 76.7/242.7 MB
 32%[===============                                   ] 76.7/242.7 MB
 32%[===============                                   ] 76.7/242.7 MB
 32%[===============                                   ] 76.7/242.7 MB
 32%[===============                                   ] 76.7/242.7 MB
 32%[===============                                   ] 76.7/242.7 MB
 32%[===============                                   ] 76.7/242.7 MB
 32%[===============                                   ] 76.7/242.7 MB
 32%[===============                                   ] 76.8/242.7 MB
 32%[===============                                   ] 76.8/242.7 MB
 32%[===============                                   ] 76.8/242.7 MB
 32%[===============                                   ] 76.8/242.7 MB
 32%[===============                                   ] 76.8/242.7 MB
 32%[===============                                   ] 76.8/242.7 MB
 32%[===============                                   ] 76.8/242.7 MB
 32%[===============                                   ] 76.8/242.7 MB
 32%[===============                                   ] 76.8/242.7 MB
 32%[===============                                   ] 76.8/242.7 MB
 32%[===============                                   ] 76.8/242.7 MB
 32%[===============                                   ] 76.8/242.7 MB
 32%[===============                                   ] 76.8/242.7 MB
 32%[===============                                   ] 76.9/242.7 MB
 32%[===============                                   ] 76.9/242.7 MB
 32%[===============                                   ] 76.9/242.7 MB
 32%[===============                                   ] 76.9/242.7 MB
 32%[===============                                   ] 76.9/242.7 MB
 32%[===============                                   ] 76.9/242.7 MB
 32%[===============                                   ] 76.9/242.7 MB
 32%[===============                                   ] 76.9/242.7 MB
 32%[===============                                   ] 76.9/242.7 MB
 32%[===============                                   ] 76.9/242.7 MB
 32%[===============                                   ] 76.9/242.7 MB
 32%[===============                                   ] 76.9/242.7 MB
 32%[===============                                   ] 76.9/242.7 MB
 32%[===============                                   ] 77.0/242.7 MB
 32%[===============                                   ] 77.0/242.7 MB
 32%[===============                                   ] 77.0/242.7 MB
 32%[===============                                   ] 77.0/242.7 MB
 32%[===============                                   ] 77.0/242.7 MB
 32%[===============                                   ] 77.0/242.7 MB
 32%[===============                                   ] 77.0/242.7 MB
 32%[===============                                   ] 77.0/242.7 MB
 32%[===============                                   ] 77.0/242.7 MB
 32%[===============                                   ] 77.0/242.7 MB
 32%[===============                                   ] 77.0/242.7 MB
 32%[===============                                   ] 77.0/242.7 MB
 32%[===============                                   ] 77.0/242.7 MB
 32%[===============                                   ] 77.1/242.7 MB
 32%[===============                                   ] 77.1/242.7 MB
 32%[===============                                   ] 77.1/242.7 MB
 32%[===============                                   ] 77.1/242.7 MB
 32%[===============                                   ] 77.1/242.7 MB
 32%[===============                                   ] 77.1/242.7 MB
 32%[===============                                   ] 77.1/242.7 MB
 32%[===============                                   ] 77.1/242.7 MB
 32%[===============                                   ] 77.1/242.7 MB
 32%[===============                                   ] 77.1/242.7 MB
 32%[===============                                   ] 77.1/242.7 MB
 32%[===============                                   ] 77.1/242.7 MB
 32%[===============                                   ] 77.1/242.7 MB
 32%[===============                                   ] 77.2/242.7 MB
 32%[===============                                   ] 77.2/242.7 MB
 32%[===============                                   ] 77.2/242.7 MB
 32%[===============                                   ] 77.2/242.7 MB
 32%[===============                                   ] 77.2/242.7 MB
 32%[===============                                   ] 77.2/242.7 MB
 32%[===============                                   ] 77.2/242.7 MB
 32%[===============                                   ] 77.2/242.7 MB
 32%[===============                                   ] 77.2/242.7 MB
 32%[===============                                   ] 77.2/242.7 MB
 32%[===============                                   ] 77.2/242.7 MB
 32%[===============                                   ] 77.2/242.7 MB
 32%[===============                                   ] 77.2/242.7 MB
 32%[===============                                   ] 77.3/242.7 MB
 32%[===============                                   ] 77.3/242.7 MB
 32%[===============                                   ] 77.3/242.7 MB
 32%[===============                                   ] 77.3/242.7 MB
 32%[===============                                   ] 77.3/242.7 MB
 32%[===============                                   ] 77.3/242.7 MB
 32%[===============                                   ] 77.3/242.7 MB
 32%[===============                                   ] 77.3/242.7 MB
 32%[===============                                   ] 77.3/242.7 MB
 32%[===============                                   ] 77.3/242.7 MB
 32%[===============                                   ] 77.3/242.7 MB
 32%[===============                                   ] 77.3/242.7 MB
 32%[===============                                   ] 77.4/242.7 MB
 32%[===============                                   ] 77.4/242.7 MB
 32%[===============                                   ] 77.4/242.7 MB
 32%[===============                                   ] 77.4/242.7 MB
 32%[===============                                   ] 77.4/242.7 MB
 32%[===============                                   ] 77.4/242.7 MB
 32%[===============                                   ] 77.4/242.7 MB
 32%[===============                                   ] 77.4/242.7 MB
 32%[===============                                   ] 77.4/242.7 MB
 32%[===============                                   ] 77.4/242.7 MB
 32%[===============                                   ] 77.4/242.7 MB
 32%[===============                                   ] 77.4/242.7 MB
 32%[===============                                   ] 77.4/242.7 MB
 32%[===============                                   ] 77.5/242.7 MB
 32%[===============                                   ] 77.5/242.7 MB
 32%[===============                                   ] 77.5/242.7 MB
 32%[===============                                   ] 77.5/242.7 MB
 32%[===============                                   ] 77.5/242.7 MB
 32%[===============                                   ] 77.5/242.7 MB
 32%[===============                                   ] 77.5/242.7 MB
 32%[===============                                   ] 77.5/242.7 MB
 32%[===============                                   ] 77.5/242.7 MB
 32%[===============                                   ] 77.5/242.7 MB
 32%[===============                                   ] 77.5/242.7 MB
 32%[===============                                   ] 77.5/242.7 MB
 32%[===============                                   ] 77.5/242.7 MB
 32%[===============                                   ] 77.6/242.7 MB
 32%[===============                                   ] 77.6/242.7 MB
 32%[===============                                   ] 77.6/242.7 MB
 32%[===============                                   ] 77.6/242.7 MB
 32%[===============                                   ] 77.6/242.7 MB
 32%[===============                                   ] 77.6/242.7 MB
 32%[===============                                   ] 77.6/242.7 MB
 32%[===============                                   ] 77.6/242.7 MB
 32%[===============                                   ] 77.6/242.7 MB
 32%[===============                                   ] 77.6/242.7 MB
 32%[===============                                   ] 77.6/242.7 MB
 32%[===============                                   ] 77.6/242.7 MB
 32%[===============                                   ] 77.6/242.7 MB
 32%[===============                                   ] 77.7/242.7 MB
 32%[================                                  ] 77.7/242.7 MB
 32%[================                                  ] 77.7/242.7 MB
 32%[================                                  ] 77.7/242.7 MB
 32%[================                                  ] 77.7/242.7 MB
 32%[================                                  ] 77.7/242.7 MB
 32%[================                                  ] 77.7/242.7 MB
 32%[================                                  ] 77.7/242.7 MB
 32%[================                                  ] 77.7/242.7 MB
 32%[================                                  ] 77.7/242.7 MB
 32%[================                                  ] 77.7/242.7 MB
 32%[================                                  ] 77.7/242.7 MB
 32%[================                                  ] 77.8/242.7 MB
 32%[================                                  ] 77.8/242.7 MB
 32%[================                                  ] 77.8/242.7 MB
 32%[================                                  ] 77.8/242.7 MB
 32%[================                                  ] 77.8/242.7 MB
 32%[================                                  ] 77.8/242.7 MB
 32%[================                                  ] 77.8/242.7 MB
 32%[================                                  ] 77.8/242.7 MB
 32%[================                                  ] 77.8/242.7 MB
 32%[================                                  ] 77.8/242.7 MB
 32%[================                                  ] 77.8/242.7 MB
 32%[================                                  ] 77.8/242.7 MB
 32%[================                                  ] 77.8/242.7 MB
 32%[================                                  ] 77.9/242.7 MB
 32%[================                                  ] 77.9/242.7 MB
 32%[================                                  ] 77.9/242.7 MB
 32%[================                                  ] 77.9/242.7 MB
 32%[================                                  ] 77.9/242.7 MB
 32%[================                                  ] 77.9/242.7 MB
 32%[================                                  ] 77.9/242.7 MB
 32%[================                                  ] 77.9/242.7 MB
 32%[================                                  ] 77.9/242.7 MB
 32%[================                                  ] 77.9/242.7 MB
 32%[================                                  ] 77.9/242.7 MB
 32%[================                                  ] 77.9/242.7 MB
 32%[================                                  ] 77.9/242.7 MB
 32%[================                                  ] 78.0/242.7 MB
 32%[================                                  ] 78.0/242.7 MB
 32%[================                                  ] 78.0/242.7 MB
 32%[================                                  ] 78.0/242.7 MB
 32%[================                                  ] 78.0/242.7 MB
 32%[================                                  ] 78.0/242.7 MB
 32%[================                                  ] 78.0/242.7 MB
 32%[================                                  ] 78.0/242.7 MB
 32%[================                                  ] 78.0/242.7 MB
 32%[================                                  ] 78.0/242.7 MB
 32%[================                                  ] 78.0/242.7 MB
 32%[================                                  ] 78.0/242.7 MB
 32%[================                                  ] 78.0/242.7 MB
 32%[================                                  ] 78.1/242.7 MB
 32%[================                                  ] 78.1/242.7 MB
 32%[================                                  ] 78.1/242.7 MB
 32%[================                                  ] 78.1/242.7 MB
 32%[================                                  ] 78.1/242.7 MB
 32%[================                                  ] 78.1/242.7 MB
 32%[================                                  ] 78.1/242.7 MB
 32%[================                                  ] 78.1/242.7 MB
 32%[================                                  ] 78.1/242.7 MB
 32%[================                                  ] 78.1/242.7 MB
 32%[================                                  ] 78.1/242.7 MB
 32%[================                                  ] 78.1/242.7 MB
 32%[================                                  ] 78.1/242.7 MB
 32%[================                                  ] 78.2/242.7 MB
 32%[================                                  ] 78.2/242.7 MB
 32%[================                                  ] 78.2/242.7 MB
 32%[================                                  ] 78.2/242.7 MB
 32%[================                                  ] 78.2/242.7 MB
 32%[================                                  ] 78.2/242.7 MB
 32%[================                                  ] 78.2/242.7 MB
 32%[================                                  ] 78.2/242.7 MB
 32%[================                                  ] 78.2/242.7 MB
 32%[================                                  ] 78.2/242.7 MB
 32%[================                                  ] 78.2/242.7 MB
 32%[================                                  ] 78.2/242.7 MB
 32%[================                                  ] 78.2/242.7 MB
 32%[================                                  ] 78.3/242.7 MB
 32%[================                                  ] 78.3/242.7 MB
 32%[================                                  ] 78.3/242.7 MB
 32%[================                                  ] 78.3/242.7 MB
 32%[================                                  ] 78.3/242.7 MB
 32%[================                                  ] 78.3/242.7 MB
 32%[================                                  ] 78.3/242.7 MB
 32%[================                                  ] 78.3/242.7 MB
 32%[================                                  ] 78.3/242.7 MB
 32%[================                                  ] 78.3/242.7 MB
 32%[================                                  ] 78.3/242.7 MB
 32%[================                                  ] 78.3/242.7 MB
 32%[================                                  ] 78.4/242.7 MB
 32%[================                                  ] 78.4/242.7 MB
 32%[================                                  ] 78.4/242.7 MB
 32%[================                                  ] 78.4/242.7 MB
 32%[================                                  ] 78.4/242.7 MB
 32%[================                                  ] 78.4/242.7 MB
 32%[================                                  ] 78.4/242.7 MB
 32%[================                                  ] 78.4/242.7 MB
 32%[================                                  ] 78.4/242.7 MB
 32%[================                                  ] 78.4/242.7 MB
 32%[================                                  ] 78.4/242.7 MB
 32%[================                                  ] 78.4/242.7 MB
 32%[================                                  ] 78.4/242.7 MB
 32%[================                                  ] 78.5/242.7 MB
 32%[================                                  ] 78.5/242.7 MB
 32%[================                                  ] 78.5/242.7 MB
 32%[================                                  ] 78.5/242.7 MB
 32%[================                                  ] 78.5/242.7 MB
 32%[================                                  ] 78.5/242.7 MB
 32%[================                                  ] 78.5/242.7 MB
 32%[================                                  ] 78.5/242.7 MB
 32%[================                                  ] 78.5/242.7 MB
 32%[================                                  ] 78.5/242.7 MB
 32%[================                                  ] 78.5/242.7 MB
 32%[================                                  ] 78.5/242.7 MB
 32%[================                                  ] 78.5/242.7 MB
 32%[================                                  ] 78.6/242.7 MB
 32%[================                                  ] 78.6/242.7 MB
 32%[================                                  ] 78.6/242.7 MB
 32%[================                                  ] 78.6/242.7 MB
 32%[================                                  ] 78.6/242.7 MB
 32%[================                                  ] 78.6/242.7 MB
 32%[================                                  ] 78.6/242.7 MB
 32%[================                                  ] 78.6/242.7 MB
 32%[================                                  ] 78.6/242.7 MB
 32%[================                                  ] 78.6/242.7 MB
 32%[================                                  ] 78.6/242.7 MB
 32%[================                                  ] 78.6/242.7 MB
 32%[================                                  ] 78.6/242.7 MB
 32%[================                                  ] 78.7/242.7 MB
 32%[================                                  ] 78.7/242.7 MB
 32%[================                                  ] 78.7/242.7 MB
 32%[================                                  ] 78.7/242.7 MB
 32%[================                                  ] 78.7/242.7 MB
 32%[================                                  ] 78.7/242.7 MB
 32%[================                                  ] 78.7/242.7 MB
 32%[================                                  ] 78.7/242.7 MB
 32%[================                                  ] 78.7/242.7 MB
 32%[================                                  ] 78.7/242.7 MB
 32%[================                                  ] 78.7/242.7 MB
 32%[================                                  ] 78.7/242.7 MB
 32%[================                                  ] 78.8/242.7 MB
 32%[================                                  ] 78.8/242.7 MB
 32%[================                                  ] 78.8/242.7 MB
 32%[================                                  ] 78.8/242.7 MB
 32%[================                                  ] 78.8/242.7 MB
 32%[================                                  ] 78.8/242.7 MB
 32%[================                                  ] 78.8/242.7 MB
 32%[================                                  ] 78.8/242.7 MB
 32%[================                                  ] 78.8/242.7 MB
 32%[================                                  ] 78.8/242.7 MB
 32%[================                                  ] 78.8/242.7 MB
 32%[================                                  ] 78.8/242.7 MB
 32%[================                                  ] 78.8/242.7 MB
 32%[================                                  ] 78.9/242.7 MB
 32%[================                                  ] 78.9/242.7 MB
 32%[================                                  ] 78.9/242.7 MB
 33%[================                                  ] 78.9/242.7 MB
 33%[================                                  ] 78.9/242.7 MB
 33%[================                                  ] 78.9/242.7 MB
 33%[================                                  ] 78.9/242.7 MB
 33%[================                                  ] 78.9/242.7 MB
 33%[================                                  ] 78.9/242.7 MB
 33%[================                                  ] 78.9/242.7 MB
 33%[================                                  ] 78.9/242.7 MB
 33%[================                                  ] 78.9/242.7 MB
 33%[================                                  ] 78.9/242.7 MB
 33%[================                                  ] 79.0/242.7 MB
 33%[================                                  ] 79.0/242.7 MB
 33%[================                                  ] 79.0/242.7 MB
 33%[================                                  ] 79.0/242.7 MB
 33%[================                                  ] 79.0/242.7 MB
 33%[================                                  ] 79.0/242.7 MB
 33%[================                                  ] 79.0/242.7 MB
 33%[================                                  ] 79.0/242.7 MB
 33%[================                                  ] 79.0/242.7 MB
 33%[================                                  ] 79.0/242.7 MB
 33%[================                                  ] 79.0/242.7 MB
 33%[================                                  ] 79.0/242.7 MB
 33%[================                                  ] 79.0/242.7 MB
 33%[================                                  ] 79.1/242.7 MB
 33%[================                                  ] 79.1/242.7 MB
 33%[================                                  ] 79.1/242.7 MB
 33%[================                                  ] 79.1/242.7 MB
 33%[================                                  ] 79.1/242.7 MB
 33%[================                                  ] 79.1/242.7 MB
 33%[================                                  ] 79.1/242.7 MB
 33%[================                                  ] 79.1/242.7 MB
 33%[================                                  ] 79.1/242.7 MB
 33%[================                                  ] 79.1/242.7 MB
 33%[================                                  ] 79.1/242.7 MB
 33%[================                                  ] 79.1/242.7 MB
 33%[================                                  ] 79.1/242.7 MB
 33%[================                                  ] 79.2/242.7 MB
 33%[================                                  ] 79.2/242.7 MB
 33%[================                                  ] 79.2/242.7 MB
 33%[================                                  ] 79.2/242.7 MB
 33%[================                                  ] 79.2/242.7 MB
 33%[================                                  ] 79.2/242.7 MB
 33%[================                                  ] 79.2/242.7 MB
 33%[================                                  ] 79.2/242.7 MB
 33%[================                                  ] 79.2/242.7 MB
 33%[================                                  ] 79.2/242.7 MB
 33%[================                                  ] 79.2/242.7 MB
 33%[================                                  ] 79.2/242.7 MB
 33%[================                                  ] 79.2/242.7 MB
 33%[================                                  ] 79.3/242.7 MB
 33%[================                                  ] 79.3/242.7 MB
 33%[================                                  ] 79.3/242.7 MB
 33%[================                                  ] 79.3/242.7 MB
 33%[================                                  ] 79.3/242.7 MB
 33%[================                                  ] 79.3/242.7 MB
 33%[================                                  ] 79.3/242.7 MB
 33%[================                                  ] 79.3/242.7 MB
 33%[================                                  ] 79.3/242.7 MB
 33%[================                                  ] 79.3/242.7 MB
 33%[================                                  ] 79.3/242.7 MB
 33%[================                                  ] 79.3/242.7 MB
 33%[================                                  ] 79.4/242.7 MB
 33%[================                                  ] 79.4/242.7 MB
 33%[================                                  ] 79.4/242.7 MB
 33%[================                                  ] 79.4/242.7 MB
 33%[================                                  ] 79.4/242.7 MB
 33%[================                                  ] 79.4/242.7 MB
 33%[================                                  ] 79.4/242.7 MB
 33%[================                                  ] 79.4/242.7 MB
 33%[================                                  ] 79.4/242.7 MB
 33%[================                                  ] 79.4/242.7 MB
 33%[================                                  ] 79.4/242.7 MB
 33%[================                                  ] 79.4/242.7 MB
 33%[================                                  ] 79.4/242.7 MB
 33%[================                                  ] 79.5/242.7 MB
 33%[================                                  ] 79.5/242.7 MB
 33%[================                                  ] 79.5/242.7 MB
 33%[================                                  ] 79.5/242.7 MB
 33%[================                                  ] 79.5/242.7 MB
 33%[================                                  ] 79.5/242.7 MB
 33%[================                                  ] 79.5/242.7 MB
 33%[================                                  ] 79.5/242.7 MB
 33%[================                                  ] 79.5/242.7 MB
 33%[================                                  ] 79.5/242.7 MB
 33%[================                                  ] 79.5/242.7 MB
 33%[================                                  ] 79.5/242.7 MB
 33%[================                                  ] 79.5/242.7 MB
 33%[================                                  ] 79.6/242.7 MB
 33%[================                                  ] 79.6/242.7 MB
 33%[================                                  ] 79.6/242.7 MB
 33%[================                                  ] 79.6/242.7 MB
 33%[================                                  ] 79.6/242.7 MB
 33%[================                                  ] 79.6/242.7 MB
 33%[================                                  ] 79.6/242.7 MB
 33%[================                                  ] 79.6/242.7 MB
 33%[================                                  ] 79.6/242.7 MB
 33%[================                                  ] 79.6/242.7 MB
 33%[================                                  ] 79.6/242.7 MB
 33%[================                                  ] 79.6/242.7 MB
 33%[================                                  ] 79.6/242.7 MB
 33%[================                                  ] 79.7/242.7 MB
 33%[================                                  ] 79.7/242.7 MB
 33%[================                                  ] 79.7/242.7 MB
 33%[================                                  ] 79.7/242.7 MB
 33%[================                                  ] 79.7/242.7 MB
 33%[================                                  ] 79.7/242.7 MB
 33%[================                                  ] 79.7/242.7 MB
 33%[================                                  ] 79.7/242.7 MB
 33%[================                                  ] 79.7/242.7 MB
 33%[================                                  ] 79.7/242.7 MB
 33%[================                                  ] 79.7/242.7 MB
 33%[================                                  ] 79.7/242.7 MB
 33%[================                                  ] 79.8/242.7 MB
 33%[================                                  ] 79.8/242.7 MB
 33%[================                                  ] 79.8/242.7 MB
 33%[================                                  ] 79.8/242.7 MB
 33%[================                                  ] 79.8/242.7 MB
 33%[================                                  ] 79.8/242.7 MB
 33%[================                                  ] 79.8/242.7 MB
 33%[================                                  ] 79.8/242.7 MB
 33%[================                                  ] 79.8/242.7 MB
 33%[================                                  ] 79.8/242.7 MB
 33%[================                                  ] 79.8/242.7 MB
 33%[================                                  ] 79.8/242.7 MB
 33%[================                                  ] 79.8/242.7 MB
 33%[================                                  ] 79.9/242.7 MB
 33%[================                                  ] 79.9/242.7 MB
 33%[================                                  ] 79.9/242.7 MB
 33%[================                                  ] 79.9/242.7 MB
 33%[================                                  ] 79.9/242.7 MB
 33%[================                                  ] 79.9/242.7 MB
 33%[================                                  ] 79.9/242.7 MB
 33%[================                                  ] 79.9/242.7 MB
 33%[================                                  ] 79.9/242.7 MB
 33%[================                                  ] 79.9/242.7 MB
 33%[================                                  ] 79.9/242.7 MB
 33%[================                                  ] 79.9/242.7 MB
 33%[================                                  ] 79.9/242.7 MB
 33%[================                                  ] 80.0/242.7 MB
 33%[================                                  ] 80.0/242.7 MB
 33%[================                                  ] 80.0/242.7 MB
 33%[================                                  ] 80.0/242.7 MB
 33%[================                                  ] 80.0/242.7 MB
 33%[================                                  ] 80.0/242.7 MB
 33%[================                                  ] 80.0/242.7 MB
 33%[================                                  ] 80.0/242.7 MB
 33%[================                                  ] 80.0/242.7 MB
 33%[================                                  ] 80.0/242.7 MB
 33%[================                                  ] 80.0/242.7 MB
 33%[================                                  ] 80.0/242.7 MB
 33%[================                                  ] 80.0/242.7 MB
 33%[================                                  ] 80.1/242.7 MB
 33%[================                                  ] 80.1/242.7 MB
 33%[================                                  ] 80.1/242.7 MB
 33%[================                                  ] 80.1/242.7 MB
 33%[================                                  ] 80.1/242.7 MB
 33%[================                                  ] 80.1/242.7 MB
 33%[================                                  ] 80.1/242.7 MB
 33%[================                                  ] 80.1/242.7 MB
 33%[================                                  ] 80.1/242.7 MB
 33%[================                                  ] 80.1/242.7 MB
 33%[================                                  ] 80.1/242.7 MB
 33%[================                                  ] 80.1/242.7 MB
 33%[================                                  ] 80.1/242.7 MB
 33%[================                                  ] 80.2/242.7 MB
 33%[================                                  ] 80.2/242.7 MB
 33%[================                                  ] 80.2/242.7 MB
 33%[================                                  ] 80.2/242.7 MB
 33%[================                                  ] 80.2/242.7 MB
 33%[================                                  ] 80.2/242.7 MB
 33%[================                                  ] 80.2/242.7 MB
 33%[================                                  ] 80.2/242.7 MB
 33%[================                                  ] 80.2/242.7 MB
 33%[================                                  ] 80.2/242.7 MB
 33%[================                                  ] 80.2/242.7 MB
 33%[================                                  ] 80.2/242.7 MB
 33%[================                                  ] 80.2/242.7 MB
 33%[================                                  ] 80.3/242.7 MB
 33%[================                                  ] 80.3/242.7 MB
 33%[================                                  ] 80.3/242.7 MB
 33%[================                                  ] 80.3/242.7 MB
 33%[================                                  ] 80.3/242.7 MB
 33%[================                                  ] 80.3/242.7 MB
 33%[================                                  ] 80.3/242.7 MB
 33%[================                                  ] 80.3/242.7 MB
 33%[================                                  ] 80.3/242.7 MB
 33%[================                                  ] 80.3/242.7 MB
 33%[================                                  ] 80.3/242.7 MB
 33%[================                                  ] 80.3/242.7 MB
 33%[================                                  ] 80.4/242.7 MB
 33%[================                                  ] 80.4/242.7 MB
 33%[================                                  ] 80.4/242.7 MB
 33%[================                                  ] 80.4/242.7 MB
 33%[================                                  ] 80.4/242.7 MB
 33%[================                                  ] 80.4/242.7 MB
 33%[================                                  ] 80.4/242.7 MB
 33%[================                                  ] 80.4/242.7 MB
 33%[================                                  ] 80.4/242.7 MB
 33%[================                                  ] 80.4/242.7 MB
 33%[================                                  ] 80.4/242.7 MB
 33%[================                                  ] 80.4/242.7 MB
 33%[================                                  ] 80.4/242.7 MB
 33%[================                                  ] 80.5/242.7 MB
 33%[================                                  ] 80.5/242.7 MB
 33%[================                                  ] 80.5/242.7 MB
 33%[================                                  ] 80.5/242.7 MB
 33%[================                                  ] 80.5/242.7 MB
 33%[================                                  ] 80.5/242.7 MB
 33%[================                                  ] 80.5/242.7 MB
 33%[================                                  ] 80.5/242.7 MB
 33%[================                                  ] 80.5/242.7 MB
 33%[================                                  ] 80.5/242.7 MB
 33%[================                                  ] 80.5/242.7 MB
 33%[================                                  ] 80.5/242.7 MB
 33%[================                                  ] 80.5/242.7 MB
 33%[================                                  ] 80.6/242.7 MB
 33%[================                                  ] 80.6/242.7 MB
 33%[================                                  ] 80.6/242.7 MB
 33%[================                                  ] 80.6/242.7 MB
 33%[================                                  ] 80.6/242.7 MB
 33%[================                                  ] 80.6/242.7 MB
 33%[================                                  ] 80.6/242.7 MB
 33%[================                                  ] 80.6/242.7 MB
 33%[================                                  ] 80.6/242.7 MB
 33%[================                                  ] 80.6/242.7 MB
 33%[================                                  ] 80.6/242.7 MB
 33%[================                                  ] 80.6/242.7 MB
 33%[================                                  ] 80.6/242.7 MB
 33%[================                                  ] 80.7/242.7 MB
 33%[================                                  ] 80.7/242.7 MB
 33%[================                                  ] 80.7/242.7 MB
 33%[================                                  ] 80.7/242.7 MB
 33%[================                                  ] 80.7/242.7 MB
 33%[================                                  ] 80.7/242.7 MB
 33%[================                                  ] 80.7/242.7 MB
 33%[================                                  ] 80.7/242.7 MB
 33%[================                                  ] 80.7/242.7 MB
 33%[================                                  ] 80.7/242.7 MB
 33%[================                                  ] 80.7/242.7 MB
 33%[================                                  ] 80.7/242.7 MB
 33%[================                                  ] 80.8/242.7 MB
 33%[================                                  ] 80.8/242.7 MB
 33%[================                                  ] 80.8/242.7 MB
 33%[================                                  ] 80.8/242.7 MB
 33%[================                                  ] 80.8/242.7 MB
 33%[================                                  ] 80.8/242.7 MB
 33%[================                                  ] 80.8/242.7 MB
 33%[================                                  ] 80.8/242.7 MB
 33%[================                                  ] 80.8/242.7 MB
 33%[================                                  ] 80.8/242.7 MB
 33%[================                                  ] 80.8/242.7 MB
 33%[================                                  ] 80.8/242.7 MB
 33%[================                                  ] 80.8/242.7 MB
 33%[================                                  ] 80.9/242.7 MB
 33%[================                                  ] 80.9/242.7 MB
 33%[================                                  ] 80.9/242.7 MB
 33%[================                                  ] 80.9/242.7 MB
 33%[================                                  ] 80.9/242.7 MB
 33%[================                                  ] 80.9/242.7 MB
 33%[================                                  ] 80.9/242.7 MB
 33%[================                                  ] 80.9/242.7 MB
 33%[================                                  ] 80.9/242.7 MB
 33%[================                                  ] 80.9/242.7 MB
 33%[================                                  ] 80.9/242.7 MB
 33%[================                                  ] 80.9/242.7 MB
 33%[================                                  ] 80.9/242.7 MB
 33%[================                                  ] 81.0/242.7 MB
 33%[================                                  ] 81.0/242.7 MB
 33%[================                                  ] 81.0/242.7 MB
 33%[================                                  ] 81.0/242.7 MB
 33%[================                                  ] 81.0/242.7 MB
 33%[================                                  ] 81.0/242.7 MB
 33%[================                                  ] 81.0/242.7 MB
 33%[================                                  ] 81.0/242.7 MB
 33%[================                                  ] 81.0/242.7 MB
 33%[================                                  ] 81.0/242.7 MB
 33%[================                                  ] 81.0/242.7 MB
 33%[================                                  ] 81.0/242.7 MB
 33%[================                                  ] 81.0/242.7 MB
 33%[================                                  ] 81.1/242.7 MB
 33%[================                                  ] 81.1/242.7 MB
 33%[================                                  ] 81.1/242.7 MB
 33%[================                                  ] 81.1/242.7 MB
 33%[================                                  ] 81.1/242.7 MB
 33%[================                                  ] 81.1/242.7 MB
 33%[================                                  ] 81.1/242.7 MB
 33%[================                                  ] 81.1/242.7 MB
 33%[================                                  ] 81.1/242.7 MB
 33%[================                                  ] 81.1/242.7 MB
 33%[================                                  ] 81.1/242.7 MB
 33%[================                                  ] 81.1/242.7 MB
 33%[================                                  ] 81.1/242.7 MB
 33%[================                                  ] 81.2/242.7 MB
 33%[================                                  ] 81.2/242.7 MB
 33%[================                                  ] 81.2/242.7 MB
 33%[================                                  ] 81.2/242.7 MB
 33%[================                                  ] 81.2/242.7 MB
 33%[================                                  ] 81.2/242.7 MB
 33%[================                                  ] 81.2/242.7 MB
 33%[================                                  ] 81.2/242.7 MB
 33%[================                                  ] 81.2/242.7 MB
 33%[================                                  ] 81.2/242.7 MB
 33%[================                                  ] 81.2/242.7 MB
 33%[================                                  ] 81.2/242.7 MB
 33%[================                                  ] 81.2/242.7 MB
 33%[================                                  ] 81.3/242.7 MB
 33%[================                                  ] 81.3/242.7 MB
 33%[================                                  ] 81.3/242.7 MB
 33%[================                                  ] 81.3/242.7 MB
 33%[================                                  ] 81.3/242.7 MB
 33%[================                                  ] 81.3/242.7 MB
 34%[================                                  ] 81.3/242.7 MB
 34%[================                                  ] 81.3/242.7 MB
 34%[================                                  ] 81.3/242.7 MB
 34%[================                                  ] 81.3/242.7 MB
 34%[================                                  ] 81.3/242.7 MB
 34%[================                                  ] 81.3/242.7 MB
 34%[================                                  ] 81.4/242.7 MB
 34%[================                                  ] 81.4/242.7 MB
 34%[================                                  ] 81.4/242.7 MB
 34%[================                                  ] 81.4/242.7 MB
 34%[================                                  ] 81.4/242.7 MB
 34%[================                                  ] 81.4/242.7 MB
 34%[================                                  ] 81.4/242.7 MB
 34%[================                                  ] 81.4/242.7 MB
 34%[================                                  ] 81.4/242.7 MB
 34%[================                                  ] 81.4/242.7 MB
 34%[================                                  ] 81.4/242.7 MB
 34%[================                                  ] 81.4/242.7 MB
 34%[================                                  ] 81.4/242.7 MB
 34%[================                                  ] 81.5/242.7 MB
 34%[================                                  ] 81.5/242.7 MB
 34%[================                                  ] 81.5/242.7 MB
 34%[================                                  ] 81.5/242.7 MB
 34%[================                                  ] 81.5/242.7 MB
 34%[================                                  ] 81.5/242.7 MB
 34%[================                                  ] 81.5/242.7 MB
 34%[================                                  ] 81.5/242.7 MB
 34%[================                                  ] 81.5/242.7 MB
 34%[================                                  ] 81.5/242.7 MB
 34%[================                                  ] 81.5/242.7 MB
 34%[================                                  ] 81.5/242.7 MB
 34%[================                                  ] 81.5/242.7 MB
 34%[================                                  ] 81.6/242.7 MB
 34%[================                                  ] 81.6/242.7 MB
 34%[================                                  ] 81.6/242.7 MB
 34%[================                                  ] 81.6/242.7 MB
 34%[================                                  ] 81.6/242.7 MB
 34%[================                                  ] 81.6/242.7 MB
 34%[================                                  ] 81.6/242.7 MB
 34%[================                                  ] 81.6/242.7 MB
 34%[================                                  ] 81.6/242.7 MB
 34%[================                                  ] 81.6/242.7 MB
 34%[================                                  ] 81.6/242.7 MB
 34%[================                                  ] 81.6/242.7 MB
 34%[================                                  ] 81.6/242.7 MB
 34%[================                                  ] 81.7/242.7 MB
 34%[================                                  ] 81.7/242.7 MB
 34%[================                                  ] 81.7/242.7 MB
 34%[================                                  ] 81.7/242.7 MB
 34%[================                                  ] 81.7/242.7 MB
 34%[================                                  ] 81.7/242.7 MB
 34%[================                                  ] 81.7/242.7 MB
 34%[================                                  ] 81.7/242.7 MB
 34%[================                                  ] 81.7/242.7 MB
 34%[================                                  ] 81.7/242.7 MB
 34%[================                                  ] 81.7/242.7 MB
 34%[================                                  ] 81.7/242.7 MB
 34%[================                                  ] 81.8/242.7 MB
 34%[================                                  ] 81.8/242.7 MB
 34%[================                                  ] 81.8/242.7 MB
 34%[================                                  ] 81.8/242.7 MB
 34%[================                                  ] 81.8/242.7 MB
 34%[================                                  ] 81.8/242.7 MB
 34%[================                                  ] 81.8/242.7 MB
 34%[================                                  ] 81.8/242.7 MB
 34%[================                                  ] 81.8/242.7 MB
 34%[================                                  ] 81.8/242.7 MB
 34%[================                                  ] 81.8/242.7 MB
 34%[================                                  ] 81.8/242.7 MB
 34%[================                                  ] 81.8/242.7 MB
 34%[================                                  ] 81.9/242.7 MB
 34%[================                                  ] 81.9/242.7 MB
 34%[================                                  ] 81.9/242.7 MB
 34%[================                                  ] 81.9/242.7 MB
 34%[================                                  ] 81.9/242.7 MB
 34%[================                                  ] 81.9/242.7 MB
 34%[================                                  ] 81.9/242.7 MB
 34%[================                                  ] 81.9/242.7 MB
 34%[================                                  ] 81.9/242.7 MB
 34%[================                                  ] 81.9/242.7 MB
 34%[================                                  ] 81.9/242.7 MB
 34%[================                                  ] 81.9/242.7 MB
 34%[================                                  ] 81.9/242.7 MB
 34%[================                                  ] 82.0/242.7 MB
 34%[================                                  ] 82.0/242.7 MB
 34%[================                                  ] 82.0/242.7 MB
 34%[================                                  ] 82.0/242.7 MB
 34%[================                                  ] 82.0/242.7 MB
 34%[================                                  ] 82.0/242.7 MB
 34%[================                                  ] 82.0/242.7 MB
 34%[================                                  ] 82.0/242.7 MB
 34%[================                                  ] 82.0/242.7 MB
 34%[================                                  ] 82.0/242.7 MB
 34%[================                                  ] 82.0/242.7 MB
 34%[================                                  ] 82.0/242.7 MB
 34%[================                                  ] 82.0/242.7 MB
 34%[================                                  ] 82.1/242.7 MB
 34%[================                                  ] 82.1/242.7 MB
 34%[================                                  ] 82.1/242.7 MB
 34%[================                                  ] 82.1/242.7 MB
 34%[================                                  ] 82.1/242.7 MB
 34%[================                                  ] 82.1/242.7 MB
 34%[================                                  ] 82.1/242.7 MB
 34%[================                                  ] 82.1/242.7 MB
 34%[================                                  ] 82.1/242.7 MB
 34%[================                                  ] 82.1/242.7 MB
 34%[================                                  ] 82.1/242.7 MB
 34%[================                                  ] 82.1/242.7 MB
 34%[================                                  ] 82.1/242.7 MB
 34%[================                                  ] 82.2/242.7 MB
 34%[================                                  ] 82.2/242.7 MB
 34%[================                                  ] 82.2/242.7 MB
 34%[================                                  ] 82.2/242.7 MB
 34%[================                                  ] 82.2/242.7 MB
 34%[================                                  ] 82.2/242.7 MB
 34%[================                                  ] 82.2/242.7 MB
 34%[================                                  ] 82.2/242.7 MB
 34%[================                                  ] 82.2/242.7 MB
 34%[================                                  ] 82.2/242.7 MB
 34%[================                                  ] 82.2/242.7 MB
 34%[================                                  ] 82.2/242.7 MB
 34%[================                                  ] 82.2/242.7 MB
 34%[================                                  ] 82.3/242.7 MB
 34%[================                                  ] 82.3/242.7 MB
 34%[================                                  ] 82.3/242.7 MB
 34%[================                                  ] 82.3/242.7 MB
 34%[================                                  ] 82.3/242.7 MB
 34%[================                                  ] 82.3/242.7 MB
 34%[================                                  ] 82.3/242.7 MB
 34%[================                                  ] 82.3/242.7 MB
 34%[================                                  ] 82.3/242.7 MB
 34%[================                                  ] 82.3/242.7 MB
 34%[================                                  ] 82.3/242.7 MB
 34%[================                                  ] 82.3/242.7 MB
 34%[================                                  ] 82.4/242.7 MB
 34%[================                                  ] 82.4/242.7 MB
 34%[================                                  ] 82.4/242.7 MB
 34%[================                                  ] 82.4/242.7 MB
 34%[================                                  ] 82.4/242.7 MB
 34%[================                                  ] 82.4/242.7 MB
 34%[================                                  ] 82.4/242.7 MB
 34%[================                                  ] 82.4/242.7 MB
 34%[================                                  ] 82.4/242.7 MB
 34%[================                                  ] 82.4/242.7 MB
 34%[================                                  ] 82.4/242.7 MB
 34%[================                                  ] 82.4/242.7 MB
 34%[================                                  ] 82.4/242.7 MB
 34%[================                                  ] 82.5/242.7 MB
 34%[================                                  ] 82.5/242.7 MB
 34%[================                                  ] 82.5/242.7 MB
 34%[================                                  ] 82.5/242.7 MB
 34%[================                                  ] 82.5/242.7 MB
 34%[================                                  ] 82.5/242.7 MB
 34%[================                                  ] 82.5/242.7 MB
 34%[================                                  ] 82.5/242.7 MB
 34%[=================                                 ] 82.5/242.7 MB
 34%[=================                                 ] 82.5/242.7 MB
 34%[=================                                 ] 82.5/242.7 MB
 34%[=================                                 ] 82.5/242.7 MB
 34%[=================                                 ] 82.5/242.7 MB
 34%[=================                                 ] 82.6/242.7 MB
 34%[=================                                 ] 82.6/242.7 MB
 34%[=================                                 ] 82.6/242.7 MB
 34%[=================                                 ] 82.6/242.7 MB
 34%[=================                                 ] 82.6/242.7 MB
 34%[=================                                 ] 82.6/242.7 MB
 34%[=================                                 ] 82.6/242.7 MB
 34%[=================                                 ] 82.6/242.7 MB
 34%[=================                                 ] 82.6/242.7 MB
 34%[=================                                 ] 82.6/242.7 MB
 34%[=================                                 ] 82.6/242.7 MB
 34%[=================                                 ] 82.6/242.7 MB
 34%[=================                                 ] 82.6/242.7 MB
 34%[=================                                 ] 82.7/242.7 MB
 34%[=================                                 ] 82.7/242.7 MB
 34%[=================                                 ] 82.7/242.7 MB
 34%[=================                                 ] 82.7/242.7 MB
 34%[=================                                 ] 82.7/242.7 MB
 34%[=================                                 ] 82.7/242.7 MB
 34%[=================                                 ] 82.7/242.7 MB
 34%[=================                                 ] 82.7/242.7 MB
 34%[=================                                 ] 82.7/242.7 MB
 34%[=================                                 ] 82.7/242.7 MB
 34%[=================                                 ] 82.7/242.7 MB
 34%[=================                                 ] 82.7/242.7 MB
 34%[=================                                 ] 82.8/242.7 MB
 34%[=================                                 ] 82.8/242.7 MB
 34%[=================                                 ] 82.8/242.7 MB
 34%[=================                                 ] 82.8/242.7 MB
 34%[=================                                 ] 82.8/242.7 MB
 34%[=================                                 ] 82.8/242.7 MB
 34%[=================                                 ] 82.8/242.7 MB
 34%[=================                                 ] 82.8/242.7 MB
 34%[=================                                 ] 82.8/242.7 MB
 34%[=================                                 ] 82.8/242.7 MB
 34%[=================                                 ] 82.8/242.7 MB
 34%[=================                                 ] 82.8/242.7 MB
 34%[=================                                 ] 82.8/242.7 MB
 34%[=================                                 ] 82.9/242.7 MB
 34%[=================                                 ] 82.9/242.7 MB
 34%[=================                                 ] 82.9/242.7 MB
 34%[=================                                 ] 82.9/242.7 MB
 34%[=================                                 ] 82.9/242.7 MB
 34%[=================                                 ] 82.9/242.7 MB
 34%[=================                                 ] 82.9/242.7 MB
 34%[=================                                 ] 82.9/242.7 MB
 34%[=================                                 ] 82.9/242.7 MB
 34%[=================                                 ] 82.9/242.7 MB
 34%[=================                                 ] 82.9/242.7 MB
 34%[=================                                 ] 82.9/242.7 MB
 34%[=================                                 ] 82.9/242.7 MB
 34%[=================                                 ] 83.0/242.7 MB
 34%[=================                                 ] 83.0/242.7 MB
 34%[=================                                 ] 83.0/242.7 MB
 34%[=================                                 ] 83.0/242.7 MB
 34%[=================                                 ] 83.0/242.7 MB
 34%[=================                                 ] 83.0/242.7 MB
 34%[=================                                 ] 83.0/242.7 MB
 34%[=================                                 ] 83.0/242.7 MB
 34%[=================                                 ] 83.0/242.7 MB
 34%[=================                                 ] 83.0/242.7 MB
 34%[=================                                 ] 83.0/242.7 MB
 34%[=================                                 ] 83.0/242.7 MB
 34%[=================                                 ] 83.0/242.7 MB
 34%[=================                                 ] 83.1/242.7 MB
 34%[=================                                 ] 83.1/242.7 MB
 34%[=================                                 ] 83.1/242.7 MB
 34%[=================                                 ] 83.1/242.7 MB
 34%[=================                                 ] 83.1/242.7 MB
 34%[=================                                 ] 83.1/242.7 MB
 34%[=================                                 ] 83.1/242.7 MB
 34%[=================                                 ] 83.1/242.7 MB
 34%[=================                                 ] 83.1/242.7 MB
 34%[=================                                 ] 83.1/242.7 MB
 34%[=================                                 ] 83.1/242.7 MB
 34%[=================                                 ] 83.1/242.7 MB
 34%[=================                                 ] 83.1/242.7 MB
 34%[=================                                 ] 83.2/242.7 MB
 34%[=================                                 ] 83.2/242.7 MB
 34%[=================                                 ] 83.2/242.7 MB
 34%[=================                                 ] 83.2/242.7 MB
 34%[=================                                 ] 83.2/242.7 MB
 34%[=================                                 ] 83.2/242.7 MB
 34%[=================                                 ] 83.2/242.7 MB
 34%[=================                                 ] 83.2/242.7 MB
 34%[=================                                 ] 83.2/242.7 MB
 34%[=================                                 ] 83.2/242.7 MB
 34%[=================                                 ] 83.2/242.7 MB
 34%[=================                                 ] 83.2/242.7 MB
 34%[=================                                 ] 83.2/242.7 MB
 34%[=================                                 ] 83.3/242.7 MB
 34%[=================                                 ] 83.3/242.7 MB
 34%[=================                                 ] 83.3/242.7 MB
 34%[=================                                 ] 83.3/242.7 MB
 34%[=================                                 ] 83.3/242.7 MB
 34%[=================                                 ] 83.3/242.7 MB
 34%[=================                                 ] 83.3/242.7 MB
 34%[=================                                 ] 83.3/242.7 MB
 34%[=================                                 ] 83.3/242.7 MB
 34%[=================                                 ] 83.3/242.7 MB
 34%[=================                                 ] 83.3/242.7 MB
 34%[=================                                 ] 83.3/242.7 MB
 34%[=================                                 ] 83.4/242.7 MB
 34%[=================                                 ] 83.4/242.7 MB
 34%[=================                                 ] 83.4/242.7 MB
 34%[=================                                 ] 83.4/242.7 MB
 34%[=================                                 ] 83.4/242.7 MB
 34%[=================                                 ] 83.4/242.7 MB
 34%[=================                                 ] 83.4/242.7 MB
 34%[=================                                 ] 83.4/242.7 MB
 34%[=================                                 ] 83.4/242.7 MB
 34%[=================                                 ] 83.4/242.7 MB
 34%[=================                                 ] 83.4/242.7 MB
 34%[=================                                 ] 83.4/242.7 MB
 34%[=================                                 ] 83.4/242.7 MB
 34%[=================                                 ] 83.5/242.7 MB
 34%[=================                                 ] 83.5/242.7 MB
 34%[=================                                 ] 83.5/242.7 MB
 34%[=================                                 ] 83.5/242.7 MB
 34%[=================                                 ] 83.5/242.7 MB
 34%[=================                                 ] 83.5/242.7 MB
 34%[=================                                 ] 83.5/242.7 MB
 34%[=================                                 ] 83.5/242.7 MB
 34%[=================                                 ] 83.5/242.7 MB
 34%[=================                                 ] 83.5/242.7 MB
 34%[=================                                 ] 83.5/242.7 MB
 34%[=================                                 ] 83.5/242.7 MB
 34%[=================                                 ] 83.5/242.7 MB
 34%[=================                                 ] 83.6/242.7 MB
 34%[=================                                 ] 83.6/242.7 MB
 34%[=================                                 ] 83.6/242.7 MB
 34%[=================                                 ] 83.6/242.7 MB
 34%[=================                                 ] 83.6/242.7 MB
 34%[=================                                 ] 83.6/242.7 MB
 34%[=================                                 ] 83.6/242.7 MB
 34%[=================                                 ] 83.6/242.7 MB
 34%[=================                                 ] 83.6/242.7 MB
 34%[=================                                 ] 83.6/242.7 MB
 34%[=================                                 ] 83.6/242.7 MB
 34%[=================                                 ] 83.6/242.7 MB
 34%[=================                                 ] 83.6/242.7 MB
 34%[=================                                 ] 83.7/242.7 MB
 34%[=================                                 ] 83.7/242.7 MB
 34%[=================                                 ] 83.7/242.7 MB
 34%[=================                                 ] 83.7/242.7 MB
 34%[=================                                 ] 83.7/242.7 MB
 34%[=================                                 ] 83.7/242.7 MB
 34%[=================                                 ] 83.7/242.7 MB
 34%[=================                                 ] 83.7/242.7 MB
 34%[=================                                 ] 83.7/242.7 MB
 35%[=================                                 ] 83.7/242.7 MB
 35%[=================                                 ] 83.7/242.7 MB
 35%[=================                                 ] 83.7/242.7 MB
 35%[=================                                 ] 83.8/242.7 MB
 35%[=================                                 ] 83.8/242.7 MB
 35%[=================                                 ] 83.8/242.7 MB
 35%[=================                                 ] 83.8/242.7 MB
 35%[=================                                 ] 83.8/242.7 MB
 35%[=================                                 ] 83.8/242.7 MB
 35%[=================                                 ] 83.8/242.7 MB
 35%[=================                                 ] 83.8/242.7 MB
 35%[=================                                 ] 83.8/242.7 MB
 35%[=================                                 ] 83.8/242.7 MB
 35%[=================                                 ] 83.8/242.7 MB
 35%[=================                                 ] 83.8/242.7 MB
 35%[=================                                 ] 83.8/242.7 MB
 35%[=================                                 ] 83.9/242.7 MB
 35%[=================                                 ] 83.9/242.7 MB
 35%[=================                                 ] 83.9/242.7 MB
 35%[=================                                 ] 83.9/242.7 MB
 35%[=================                                 ] 83.9/242.7 MB
 35%[=================                                 ] 83.9/242.7 MB
 35%[=================                                 ] 83.9/242.7 MB
 35%[=================                                 ] 83.9/242.7 MB
 35%[=================                                 ] 83.9/242.7 MB
 35%[=================                                 ] 83.9/242.7 MB
 35%[=================                                 ] 83.9/242.7 MB
 35%[=================                                 ] 83.9/242.7 MB
 35%[=================                                 ] 83.9/242.7 MB
 35%[=================                                 ] 84.0/242.7 MB
 35%[=================                                 ] 84.0/242.7 MB
 35%[=================                                 ] 84.0/242.7 MB
 35%[=================                                 ] 84.0/242.7 MB
 35%[=================                                 ] 84.0/242.7 MB
 35%[=================                                 ] 84.0/242.7 MB
 35%[=================                                 ] 84.0/242.7 MB
 35%[=================                                 ] 84.0/242.7 MB
 35%[=================                                 ] 84.0/242.7 MB
 35%[=================                                 ] 84.0/242.7 MB
 35%[=================                                 ] 84.0/242.7 MB
 35%[=================                                 ] 84.0/242.7 MB
 35%[=================                                 ] 84.0/242.7 MB
 35%[=================                                 ] 84.1/242.7 MB
 35%[=================                                 ] 84.1/242.7 MB
 35%[=================                                 ] 84.1/242.7 MB
 35%[=================                                 ] 84.1/242.7 MB
 35%[=================                                 ] 84.1/242.7 MB
 35%[=================                                 ] 84.1/242.7 MB
 35%[=================                                 ] 84.1/242.7 MB
 35%[=================                                 ] 84.1/242.7 MB
 35%[=================                                 ] 84.1/242.7 MB
 35%[=================                                 ] 84.1/242.7 MB
 35%[=================                                 ] 84.1/242.7 MB
 35%[=================                                 ] 84.1/242.7 MB
 35%[=================                                 ] 84.1/242.7 MB
 35%[=================                                 ] 84.2/242.7 MB
 35%[=================                                 ] 84.2/242.7 MB
 35%[=================                                 ] 84.2/242.7 MB
 35%[=================                                 ] 84.2/242.7 MB
 35%[=================                                 ] 84.2/242.7 MB
 35%[=================                                 ] 84.2/242.7 MB
 35%[=================                                 ] 84.2/242.7 MB
 35%[=================                                 ] 84.2/242.7 MB
 35%[=================                                 ] 84.2/242.7 MB
 35%[=================                                 ] 84.2/242.7 MB
 35%[=================                                 ] 84.2/242.7 MB
 35%[=================                                 ] 84.2/242.7 MB
 35%[=================                                 ] 84.2/242.7 MB
 35%[=================                                 ] 84.3/242.7 MB
 35%[=================                                 ] 84.3/242.7 MB
 35%[=================                                 ] 84.3/242.7 MB
 35%[=================                                 ] 84.3/242.7 MB
 35%[=================                                 ] 84.3/242.7 MB
 35%[=================                                 ] 84.3/242.7 MB
 35%[=================                                 ] 84.3/242.7 MB
 35%[=================                                 ] 84.3/242.7 MB
 35%[=================                                 ] 84.3/242.7 MB
 35%[=================                                 ] 84.3/242.7 MB
 35%[=================                                 ] 84.3/242.7 MB
 35%[=================                                 ] 84.3/242.7 MB
 35%[=================                                 ] 84.4/242.7 MB
 35%[=================                                 ] 84.4/242.7 MB
 35%[=================                                 ] 84.4/242.7 MB
 35%[=================                                 ] 84.4/242.7 MB
 35%[=================                                 ] 84.4/242.7 MB
 35%[=================                                 ] 84.4/242.7 MB
 35%[=================                                 ] 84.4/242.7 MB
 35%[=================                                 ] 84.4/242.7 MB
 35%[=================                                 ] 84.4/242.7 MB
 35%[=================                                 ] 84.4/242.7 MB
 35%[=================                                 ] 84.4/242.7 MB
 35%[=================                                 ] 84.4/242.7 MB
 35%[=================                                 ] 84.4/242.7 MB
 35%[=================                                 ] 84.5/242.7 MB
 35%[=================                                 ] 84.5/242.7 MB
 35%[=================                                 ] 84.5/242.7 MB
 35%[=================                                 ] 84.5/242.7 MB
 35%[=================                                 ] 84.5/242.7 MB
 35%[=================                                 ] 84.5/242.7 MB
 35%[=================                                 ] 84.5/242.7 MB
 35%[=================                                 ] 84.5/242.7 MB
 35%[=================                                 ] 84.5/242.7 MB
 35%[=================                                 ] 84.5/242.7 MB
 35%[=================                                 ] 84.5/242.7 MB
 35%[=================                                 ] 84.5/242.7 MB
 35%[=================                                 ] 84.5/242.7 MB
 35%[=================                                 ] 84.6/242.7 MB
 35%[=================                                 ] 84.6/242.7 MB
 35%[=================                                 ] 84.6/242.7 MB
 35%[=================                                 ] 84.6/242.7 MB
 35%[=================                                 ] 84.6/242.7 MB
 35%[=================                                 ] 84.6/242.7 MB
 35%[=================                                 ] 84.6/242.7 MB
 35%[=================                                 ] 84.6/242.7 MB
 35%[=================                                 ] 84.6/242.7 MB
 35%[=================                                 ] 84.6/242.7 MB
 35%[=================                                 ] 84.6/242.7 MB
 35%[=================                                 ] 84.6/242.7 MB
 35%[=================                                 ] 84.6/242.7 MB
 35%[=================                                 ] 84.7/242.7 MB
 35%[=================                                 ] 84.7/242.7 MB
 35%[=================                                 ] 84.7/242.7 MB
 35%[=================                                 ] 84.7/242.7 MB
 35%[=================                                 ] 84.7/242.7 MB
 35%[=================                                 ] 84.7/242.7 MB
 35%[=================                                 ] 84.7/242.7 MB
 35%[=================                                 ] 84.7/242.7 MB
 35%[=================                                 ] 84.7/242.7 MB
 35%[=================                                 ] 84.7/242.7 MB
 35%[=================                                 ] 84.7/242.7 MB
 35%[=================                                 ] 84.7/242.7 MB
 35%[=================                                 ] 84.8/242.7 MB
 35%[=================                                 ] 84.8/242.7 MB
 35%[=================                                 ] 84.8/242.7 MB
 35%[=================                                 ] 84.8/242.7 MB
 35%[=================                                 ] 84.8/242.7 MB
 35%[=================                                 ] 84.8/242.7 MB
 35%[=================                                 ] 84.8/242.7 MB
 35%[=================                                 ] 84.8/242.7 MB
 35%[=================                                 ] 84.8/242.7 MB
 35%[=================                                 ] 84.8/242.7 MB
 35%[=================                                 ] 84.8/242.7 MB
 35%[=================                                 ] 84.8/242.7 MB
 35%[=================                                 ] 84.8/242.7 MB
 35%[=================                                 ] 84.9/242.7 MB
 35%[=================                                 ] 84.9/242.7 MB
 35%[=================                                 ] 84.9/242.7 MB
 35%[=================                                 ] 84.9/242.7 MB
 35%[=================                                 ] 84.9/242.7 MB
 35%[=================                                 ] 84.9/242.7 MB
 35%[=================                                 ] 84.9/242.7 MB
 35%[=================                                 ] 84.9/242.7 MB
 35%[=================                                 ] 84.9/242.7 MB
 35%[=================                                 ] 84.9/242.7 MB
 35%[=================                                 ] 84.9/242.7 MB
 35%[=================                                 ] 84.9/242.7 MB
 35%[=================                                 ] 84.9/242.7 MB
 35%[=================                                 ] 85.0/242.7 MB
 35%[=================                                 ] 85.0/242.7 MB
 35%[=================                                 ] 85.0/242.7 MB
 35%[=================                                 ] 85.0/242.7 MB
 35%[=================                                 ] 85.0/242.7 MB
 35%[=================                                 ] 85.0/242.7 MB
 35%[=================                                 ] 85.0/242.7 MB
 35%[=================                                 ] 85.0/242.7 MB
 35%[=================                                 ] 85.0/242.7 MB
 35%[=================                                 ] 85.0/242.7 MB
 35%[=================                                 ] 85.0/242.7 MB
 35%[=================                                 ] 85.0/242.7 MB
 35%[=================                                 ] 85.0/242.7 MB
 35%[=================                                 ] 85.1/242.7 MB
 35%[=================                                 ] 85.1/242.7 MB
 35%[=================                                 ] 85.1/242.7 MB
 35%[=================                                 ] 85.1/242.7 MB
 35%[=================                                 ] 85.1/242.7 MB
 35%[=================                                 ] 85.1/242.7 MB
 35%[=================                                 ] 85.1/242.7 MB
 35%[=================                                 ] 85.1/242.7 MB
 35%[=================                                 ] 85.1/242.7 MB
 35%[=================                                 ] 85.1/242.7 MB
 35%[=================                                 ] 85.1/242.7 MB
 35%[=================                                 ] 85.1/242.7 MB
 35%[=================                                 ] 85.1/242.7 MB
 35%[=================                                 ] 85.2/242.7 MB
 35%[=================                                 ] 85.2/242.7 MB
 35%[=================                                 ] 85.2/242.7 MB
 35%[=================                                 ] 85.2/242.7 MB
 35%[=================                                 ] 85.2/242.7 MB
 35%[=================                                 ] 85.2/242.7 MB
 35%[=================                                 ] 85.2/242.7 MB
 35%[=================                                 ] 85.2/242.7 MB
 35%[=================                                 ] 85.2/242.7 MB
 35%[=================                                 ] 85.2/242.7 MB
 35%[=================                                 ] 85.2/242.7 MB
 35%[=================                                 ] 85.2/242.7 MB
 35%[=================                                 ] 85.2/242.7 MB
 35%[=================                                 ] 85.3/242.7 MB
 35%[=================                                 ] 85.3/242.7 MB
 35%[=================                                 ] 85.3/242.7 MB
 35%[=================                                 ] 85.3/242.7 MB
 35%[=================                                 ] 85.3/242.7 MB
 35%[=================                                 ] 85.3/242.7 MB
 35%[=================                                 ] 85.3/242.7 MB
 35%[=================                                 ] 85.3/242.7 MB
 35%[=================                                 ] 85.3/242.7 MB
 35%[=================                                 ] 85.3/242.7 MB
 35%[=================                                 ] 85.3/242.7 MB
 35%[=================                                 ] 85.3/242.7 MB
 35%[=================                                 ] 85.4/242.7 MB
 35%[=================                                 ] 85.4/242.7 MB
 35%[=================                                 ] 85.4/242.7 MB
 35%[=================                                 ] 85.4/242.7 MB
 35%[=================                                 ] 85.4/242.7 MB
 35%[=================                                 ] 85.4/242.7 MB
 35%[=================                                 ] 85.4/242.7 MB
 35%[=================                                 ] 85.4/242.7 MB
 35%[=================                                 ] 85.4/242.7 MB
 35%[=================                                 ] 85.4/242.7 MB
 35%[=================                                 ] 85.4/242.7 MB
 35%[=================                                 ] 85.4/242.7 MB
 35%[=================                                 ] 85.4/242.7 MB
 35%[=================                                 ] 85.5/242.7 MB
 35%[=================                                 ] 85.5/242.7 MB
 35%[=================                                 ] 85.5/242.7 MB
 35%[=================                                 ] 85.5/242.7 MB
 35%[=================                                 ] 85.5/242.7 MB
 35%[=================                                 ] 85.5/242.7 MB
 35%[=================                                 ] 85.5/242.7 MB
 35%[=================                                 ] 85.5/242.7 MB
 35%[=================                                 ] 85.5/242.7 MB
 35%[=================                                 ] 85.5/242.7 MB
 35%[=================                                 ] 85.5/242.7 MB
 35%[=================                                 ] 85.5/242.7 MB
 35%[=================                                 ] 85.5/242.7 MB
 35%[=================                                 ] 85.6/242.7 MB
 35%[=================                                 ] 85.6/242.7 MB
 35%[=================                                 ] 85.6/242.7 MB
 35%[=================                                 ] 85.6/242.7 MB
 35%[=================                                 ] 85.6/242.7 MB
 35%[=================                                 ] 85.6/242.7 MB
 35%[=================                                 ] 85.6/242.7 MB
 35%[=================                                 ] 85.6/242.7 MB
 35%[=================                                 ] 85.6/242.7 MB
 35%[=================                                 ] 85.6/242.7 MB
 35%[=================                                 ] 85.6/242.7 MB
 35%[=================                                 ] 85.6/242.7 MB
 35%[=================                                 ] 85.6/242.7 MB
 35%[=================                                 ] 85.7/242.7 MB
 35%[=================                                 ] 85.7/242.7 MB
 35%[=================                                 ] 85.7/242.7 MB
 35%[=================                                 ] 85.7/242.7 MB
 35%[=================                                 ] 85.7/242.7 MB
 35%[=================                                 ] 85.7/242.7 MB
 35%[=================                                 ] 85.7/242.7 MB
 35%[=================                                 ] 85.7/242.7 MB
 35%[=================                                 ] 85.7/242.7 MB
 35%[=================                                 ] 85.7/242.7 MB
 35%[=================                                 ] 85.7/242.7 MB
 35%[=================                                 ] 85.7/242.7 MB
 35%[=================                                 ] 85.8/242.7 MB
 35%[=================                                 ] 85.8/242.7 MB
 35%[=================                                 ] 85.8/242.7 MB
 35%[=================                                 ] 85.8/242.7 MB
 35%[=================                                 ] 85.8/242.7 MB
 35%[=================                                 ] 85.8/242.7 MB
 35%[=================                                 ] 85.8/242.7 MB
 35%[=================                                 ] 85.8/242.7 MB
 35%[=================                                 ] 85.8/242.7 MB
 35%[=================                                 ] 85.8/242.7 MB
 35%[=================                                 ] 85.8/242.7 MB
 35%[=================                                 ] 85.8/242.7 MB
 35%[=================                                 ] 85.8/242.7 MB
 35%[=================                                 ] 85.9/242.7 MB
 35%[=================                                 ] 85.9/242.7 MB
 35%[=================                                 ] 85.9/242.7 MB
 35%[=================                                 ] 85.9/242.7 MB
 35%[=================                                 ] 85.9/242.7 MB
 35%[=================                                 ] 85.9/242.7 MB
 35%[=================                                 ] 85.9/242.7 MB
 35%[=================                                 ] 85.9/242.7 MB
 35%[=================                                 ] 85.9/242.7 MB
 35%[=================                                 ] 85.9/242.7 MB
 35%[=================                                 ] 85.9/242.7 MB
 35%[=================                                 ] 85.9/242.7 MB
 35%[=================                                 ] 85.9/242.7 MB
 35%[=================                                 ] 86.0/242.7 MB
 35%[=================                                 ] 86.0/242.7 MB
 35%[=================                                 ] 86.0/242.7 MB
 35%[=================                                 ] 86.0/242.7 MB
 35%[=================                                 ] 86.0/242.7 MB
 35%[=================                                 ] 86.0/242.7 MB
 35%[=================                                 ] 86.0/242.7 MB
 35%[=================                                 ] 86.0/242.7 MB
 35%[=================                                 ] 86.0/242.7 MB
 35%[=================                                 ] 86.0/242.7 MB
 35%[=================                                 ] 86.0/242.7 MB
 35%[=================                                 ] 86.0/242.7 MB
 35%[=================                                 ] 86.0/242.7 MB
 35%[=================                                 ] 86.1/242.7 MB
 35%[=================                                 ] 86.1/242.7 MB
 35%[=================                                 ] 86.1/242.7 MB
 35%[=================                                 ] 86.1/242.7 MB
 35%[=================                                 ] 86.1/242.7 MB
 35%[=================                                 ] 86.1/242.7 MB
 35%[=================                                 ] 86.1/242.7 MB
 35%[=================                                 ] 86.1/242.7 MB
 35%[=================                                 ] 86.1/242.7 MB
 35%[=================                                 ] 86.1/242.7 MB
 35%[=================                                 ] 86.1/242.7 MB
 35%[=================                                 ] 86.1/242.7 MB
 35%[=================                                 ] 86.1/242.7 MB
 36%[=================                                 ] 86.2/242.7 MB
 36%[=================                                 ] 86.2/242.7 MB
 36%[=================                                 ] 86.2/242.7 MB
 36%[=================                                 ] 86.2/242.7 MB
 36%[=================                                 ] 86.2/242.7 MB
 36%[=================                                 ] 86.2/242.7 MB
 36%[=================                                 ] 86.2/242.7 MB
 36%[=================                                 ] 86.2/242.7 MB
 36%[=================                                 ] 86.2/242.7 MB
 36%[=================                                 ] 86.2/242.7 MB
 36%[=================                                 ] 86.2/242.7 MB
 36%[=================                                 ] 86.2/242.7 MB
 36%[=================                                 ] 86.2/242.7 MB
 36%[=================                                 ] 86.3/242.7 MB
 36%[=================                                 ] 86.3/242.7 MB
 36%[=================                                 ] 86.3/242.7 MB
 36%[=================                                 ] 86.3/242.7 MB
 36%[=================                                 ] 86.3/242.7 MB
 36%[=================                                 ] 86.3/242.7 MB
 36%[=================                                 ] 86.3/242.7 MB
 36%[=================                                 ] 86.3/242.7 MB
 36%[=================                                 ] 86.3/242.7 MB
 36%[=================                                 ] 86.3/242.7 MB
 36%[=================                                 ] 86.3/242.7 MB
 36%[=================                                 ] 86.3/242.7 MB
 36%[=================                                 ] 86.4/242.7 MB
 36%[=================                                 ] 86.4/242.7 MB
 36%[=================                                 ] 86.4/242.7 MB
 36%[=================                                 ] 86.4/242.7 MB
 36%[=================                                 ] 86.4/242.7 MB
 36%[=================                                 ] 86.4/242.7 MB
 36%[=================                                 ] 86.4/242.7 MB
 36%[=================                                 ] 86.4/242.7 MB
 36%[=================                                 ] 86.4/242.7 MB
 36%[=================                                 ] 86.4/242.7 MB
 36%[=================                                 ] 86.4/242.7 MB
 36%[=================                                 ] 86.4/242.7 MB
 36%[=================                                 ] 86.4/242.7 MB
 36%[=================                                 ] 86.5/242.7 MB
 36%[=================                                 ] 86.5/242.7 MB
 36%[=================                                 ] 86.5/242.7 MB
 36%[=================                                 ] 86.5/242.7 MB
 36%[=================                                 ] 86.5/242.7 MB
 36%[=================                                 ] 86.5/242.7 MB
 36%[=================                                 ] 86.5/242.7 MB
 36%[=================                                 ] 86.5/242.7 MB
 36%[=================                                 ] 86.5/242.7 MB
 36%[=================                                 ] 86.5/242.7 MB
 36%[=================                                 ] 86.5/242.7 MB
 36%[=================                                 ] 86.5/242.7 MB
 36%[=================                                 ] 86.5/242.7 MB
 36%[=================                                 ] 86.6/242.7 MB
 36%[=================                                 ] 86.6/242.7 MB
 36%[=================                                 ] 86.6/242.7 MB
 36%[=================                                 ] 86.6/242.7 MB
 36%[=================                                 ] 86.6/242.7 MB
 36%[=================                                 ] 86.6/242.7 MB
 36%[=================                                 ] 86.6/242.7 MB
 36%[=================                                 ] 86.6/242.7 MB
 36%[=================                                 ] 86.6/242.7 MB
 36%[=================                                 ] 86.6/242.7 MB
 36%[=================                                 ] 86.6/242.7 MB
 36%[=================                                 ] 86.6/242.7 MB
 36%[=================                                 ] 86.6/242.7 MB
 36%[=================                                 ] 86.7/242.7 MB
 36%[=================                                 ] 86.7/242.7 MB
 36%[=================                                 ] 86.7/242.7 MB
 36%[=================                                 ] 86.7/242.7 MB
 36%[=================                                 ] 86.7/242.7 MB
 36%[=================                                 ] 86.7/242.7 MB
 36%[=================                                 ] 86.7/242.7 MB
 36%[=================                                 ] 86.7/242.7 MB
 36%[=================                                 ] 86.7/242.7 MB
 36%[=================                                 ] 86.7/242.7 MB
 36%[=================                                 ] 86.7/242.7 MB
 36%[=================                                 ] 86.7/242.7 MB
 36%[=================                                 ] 86.8/242.7 MB
 36%[=================                                 ] 86.8/242.7 MB
 36%[=================                                 ] 86.8/242.7 MB
 36%[=================                                 ] 86.8/242.7 MB
 36%[=================                                 ] 86.8/242.7 MB
 36%[=================                                 ] 86.8/242.7 MB
 36%[=================                                 ] 86.8/242.7 MB
 36%[=================                                 ] 86.8/242.7 MB
 36%[=================                                 ] 86.8/242.7 MB
 36%[=================                                 ] 86.8/242.7 MB
 36%[=================                                 ] 86.8/242.7 MB
 36%[=================                                 ] 86.8/242.7 MB
 36%[=================                                 ] 86.8/242.7 MB
 36%[=================                                 ] 86.9/242.7 MB
 36%[=================                                 ] 86.9/242.7 MB
 36%[=================                                 ] 86.9/242.7 MB
 36%[=================                                 ] 86.9/242.7 MB
 36%[=================                                 ] 86.9/242.7 MB
 36%[=================                                 ] 86.9/242.7 MB
 36%[=================                                 ] 86.9/242.7 MB
 36%[=================                                 ] 86.9/242.7 MB
 36%[=================                                 ] 86.9/242.7 MB
 36%[=================                                 ] 86.9/242.7 MB
 36%[=================                                 ] 86.9/242.7 MB
 36%[=================                                 ] 86.9/242.7 MB
 36%[=================                                 ] 86.9/242.7 MB
 36%[=================                                 ] 87.0/242.7 MB
 36%[=================                                 ] 87.0/242.7 MB
 36%[=================                                 ] 87.0/242.7 MB
 36%[=================                                 ] 87.0/242.7 MB
 36%[=================                                 ] 87.0/242.7 MB
 36%[=================                                 ] 87.0/242.7 MB
 36%[=================                                 ] 87.0/242.7 MB
 36%[=================                                 ] 87.0/242.7 MB
 36%[=================                                 ] 87.0/242.7 MB
 36%[=================                                 ] 87.0/242.7 MB
 36%[=================                                 ] 87.0/242.7 MB
 36%[=================                                 ] 87.0/242.7 MB
 36%[=================                                 ] 87.0/242.7 MB
 36%[=================                                 ] 87.1/242.7 MB
 36%[=================                                 ] 87.1/242.7 MB
 36%[=================                                 ] 87.1/242.7 MB
 36%[=================                                 ] 87.1/242.7 MB
 36%[=================                                 ] 87.1/242.7 MB
 36%[=================                                 ] 87.1/242.7 MB
 36%[=================                                 ] 87.1/242.7 MB
 36%[=================                                 ] 87.1/242.7 MB
 36%[=================                                 ] 87.1/242.7 MB
 36%[=================                                 ] 87.1/242.7 MB
 36%[=================                                 ] 87.1/242.7 MB
 36%[=================                                 ] 87.1/242.7 MB
 36%[=================                                 ] 87.1/242.7 MB
 36%[=================                                 ] 87.2/242.7 MB
 36%[=================                                 ] 87.2/242.7 MB
 36%[=================                                 ] 87.2/242.7 MB
 36%[=================                                 ] 87.2/242.7 MB
 36%[=================                                 ] 87.2/242.7 MB
 36%[=================                                 ] 87.2/242.7 MB
 36%[=================                                 ] 87.2/242.7 MB
 36%[=================                                 ] 87.2/242.7 MB
 36%[=================                                 ] 87.2/242.7 MB
 36%[=================                                 ] 87.2/242.7 MB
 36%[=================                                 ] 87.2/242.7 MB
 36%[=================                                 ] 87.2/242.7 MB
 36%[=================                                 ] 87.2/242.7 MB
 36%[=================                                 ] 87.3/242.7 MB
 36%[=================                                 ] 87.3/242.7 MB
 36%[=================                                 ] 87.3/242.7 MB
 36%[=================                                 ] 87.3/242.7 MB
 36%[=================                                 ] 87.3/242.7 MB
 36%[=================                                 ] 87.3/242.7 MB
 36%[=================                                 ] 87.3/242.7 MB
 36%[=================                                 ] 87.3/242.7 MB
 36%[=================                                 ] 87.3/242.7 MB
 36%[=================                                 ] 87.3/242.7 MB
 36%[=================                                 ] 87.3/242.7 MB
 36%[=================                                 ] 87.3/242.7 MB
 36%[=================                                 ] 87.4/242.7 MB
 36%[=================                                 ] 87.4/242.7 MB
 36%[==================                                ] 87.4/242.7 MB
 36%[==================                                ] 87.4/242.7 MB
 36%[==================                                ] 87.4/242.7 MB
 36%[==================                                ] 87.4/242.7 MB
 36%[==================                                ] 87.4/242.7 MB
 36%[==================                                ] 87.4/242.7 MB
 36%[==================                                ] 87.4/242.7 MB
 36%[==================                                ] 87.4/242.7 MB
 36%[==================                                ] 87.4/242.7 MB
 36%[==================                                ] 87.4/242.7 MB
 36%[==================                                ] 87.4/242.7 MB
 36%[==================                                ] 87.5/242.7 MB
 36%[==================                                ] 87.5/242.7 MB
 36%[==================                                ] 87.5/242.7 MB
 36%[==================                                ] 87.5/242.7 MB
 36%[==================                                ] 87.5/242.7 MB
 36%[==================                                ] 87.5/242.7 MB
 36%[==================                                ] 87.5/242.7 MB
 36%[==================                                ] 87.5/242.7 MB
 36%[==================                                ] 87.5/242.7 MB
 36%[==================                                ] 87.5/242.7 MB
 36%[==================                                ] 87.5/242.7 MB
 36%[==================                                ] 87.5/242.7 MB
 36%[==================                                ] 87.5/242.7 MB
 36%[==================                                ] 87.6/242.7 MB
 36%[==================                                ] 87.6/242.7 MB
 36%[==================                                ] 87.6/242.7 MB
 36%[==================                                ] 87.6/242.7 MB
 36%[==================                                ] 87.6/242.7 MB
 36%[==================                                ] 87.6/242.7 MB
 36%[==================                                ] 87.6/242.7 MB
 36%[==================                                ] 87.6/242.7 MB
 36%[==================                                ] 87.6/242.7 MB
 36%[==================                                ] 87.6/242.7 MB
 36%[==================                                ] 87.6/242.7 MB
 36%[==================                                ] 87.6/242.7 MB
 36%[==================                                ] 87.6/242.7 MB
 36%[==================                                ] 87.7/242.7 MB
 36%[==================                                ] 87.7/242.7 MB
 36%[==================                                ] 87.7/242.7 MB
 36%[==================                                ] 87.7/242.7 MB
 36%[==================                                ] 87.7/242.7 MB
 36%[==================                                ] 87.7/242.7 MB
 36%[==================                                ] 87.7/242.7 MB
 36%[==================                                ] 87.7/242.7 MB
 36%[==================                                ] 87.7/242.7 MB
 36%[==================                                ] 87.7/242.7 MB
 36%[==================                                ] 87.7/242.7 MB
 36%[==================                                ] 87.7/242.7 MB
 36%[==================                                ] 87.8/242.7 MB
 36%[==================                                ] 87.8/242.7 MB
 36%[==================                                ] 87.8/242.7 MB
 36%[==================                                ] 87.8/242.7 MB
 36%[==================                                ] 87.8/242.7 MB
 36%[==================                                ] 87.8/242.7 MB
 36%[==================                                ] 87.8/242.7 MB
 36%[==================                                ] 87.8/242.7 MB
 36%[==================                                ] 87.8/242.7 MB
 36%[==================                                ] 87.8/242.7 MB
 36%[==================                                ] 87.8/242.7 MB
 36%[==================                                ] 87.8/242.7 MB
 36%[==================                                ] 87.8/242.7 MB
 36%[==================                                ] 87.9/242.7 MB
 36%[==================                                ] 87.9/242.7 MB
 36%[==================                                ] 87.9/242.7 MB
 36%[==================                                ] 87.9/242.7 MB
 36%[==================                                ] 87.9/242.7 MB
 36%[==================                                ] 87.9/242.7 MB
 36%[==================                                ] 87.9/242.7 MB
 36%[==================                                ] 87.9/242.7 MB
 36%[==================                                ] 87.9/242.7 MB
 36%[==================                                ] 87.9/242.7 MB
 36%[==================                                ] 87.9/242.7 MB
 36%[==================                                ] 87.9/242.7 MB
 36%[==================                                ] 87.9/242.7 MB
 36%[==================                                ] 88.0/242.7 MB
 36%[==================                                ] 88.0/242.7 MB
 36%[==================                                ] 88.0/242.7 MB
 36%[==================                                ] 88.0/242.7 MB
 36%[==================                                ] 88.0/242.7 MB
 36%[==================                                ] 88.0/242.7 MB
 36%[==================                                ] 88.0/242.7 MB
 36%[==================                                ] 88.0/242.7 MB
 36%[==================                                ] 88.0/242.7 MB
 36%[==================                                ] 88.0/242.7 MB
 36%[==================                                ] 88.0/242.7 MB
 36%[==================                                ] 88.0/242.7 MB
 36%[==================                                ] 88.0/242.7 MB
 36%[==================                                ] 88.1/242.7 MB
 36%[==================                                ] 88.1/242.7 MB
 36%[==================                                ] 88.1/242.7 MB
 36%[==================                                ] 88.1/242.7 MB
 36%[==================                                ] 88.1/242.7 MB
 36%[==================                                ] 88.1/242.7 MB
 36%[==================                                ] 88.1/242.7 MB
 36%[==================                                ] 88.1/242.7 MB
 36%[==================                                ] 88.1/242.7 MB
 36%[==================                                ] 88.1/242.7 MB
 36%[==================                                ] 88.1/242.7 MB
 36%[==================                                ] 88.1/242.7 MB
 36%[==================                                ] 88.1/242.7 MB
 36%[==================                                ] 88.2/242.7 MB
 36%[==================                                ] 88.2/242.7 MB
 36%[==================                                ] 88.2/242.7 MB
 36%[==================                                ] 88.2/242.7 MB
 36%[==================                                ] 88.2/242.7 MB
 36%[==================                                ] 88.2/242.7 MB
 36%[==================                                ] 88.2/242.7 MB
 36%[==================                                ] 88.2/242.7 MB
 36%[==================                                ] 88.2/242.7 MB
 36%[==================                                ] 88.2/242.7 MB
 36%[==================                                ] 88.2/242.7 MB
 36%[==================                                ] 88.2/242.7 MB
 36%[==================                                ] 88.2/242.7 MB
 36%[==================                                ] 88.3/242.7 MB
 36%[==================                                ] 88.3/242.7 MB
 36%[==================                                ] 88.3/242.7 MB
 36%[==================                                ] 88.3/242.7 MB
 36%[==================                                ] 88.3/242.7 MB
 36%[==================                                ] 88.3/242.7 MB
 36%[==================                                ] 88.3/242.7 MB
 36%[==================                                ] 88.3/242.7 MB
 36%[==================                                ] 88.3/242.7 MB
 36%[==================                                ] 88.3/242.7 MB
 36%[==================                                ] 88.3/242.7 MB
 36%[==================                                ] 88.3/242.7 MB
 36%[==================                                ] 88.4/242.7 MB
 36%[==================                                ] 88.4/242.7 MB
 36%[==================                                ] 88.4/242.7 MB
 36%[==================                                ] 88.4/242.7 MB
 36%[==================                                ] 88.4/242.7 MB
 36%[==================                                ] 88.4/242.7 MB
 36%[==================                                ] 88.4/242.7 MB
 36%[==================                                ] 88.4/242.7 MB
 36%[==================                                ] 88.4/242.7 MB
 36%[==================                                ] 88.4/242.7 MB
 36%[==================                                ] 88.4/242.7 MB
 36%[==================                                ] 88.4/242.7 MB
 36%[==================                                ] 88.4/242.7 MB
 36%[==================                                ] 88.5/242.7 MB
 36%[==================                                ] 88.5/242.7 MB
 36%[==================                                ] 88.5/242.7 MB
 36%[==================                                ] 88.5/242.7 MB
 36%[==================                                ] 88.5/242.7 MB
 36%[==================                                ] 88.5/242.7 MB
 36%[==================                                ] 88.5/242.7 MB
 36%[==================                                ] 88.5/242.7 MB
 36%[==================                                ] 88.5/242.7 MB
 36%[==================                                ] 88.5/242.7 MB
 36%[==================                                ] 88.5/242.7 MB
 36%[==================                                ] 88.5/242.7 MB
 36%[==================                                ] 88.5/242.7 MB
 36%[==================                                ] 88.6/242.7 MB
 36%[==================                                ] 88.6/242.7 MB
 36%[==================                                ] 88.6/242.7 MB
 37%[==================                                ] 88.6/242.7 MB
 37%[==================                                ] 88.6/242.7 MB
 37%[==================                                ] 88.6/242.7 MB
 37%[==================                                ] 88.6/242.7 MB
 37%[==================                                ] 88.6/242.7 MB
 37%[==================                                ] 88.6/242.7 MB
 37%[==================                                ] 88.6/242.7 MB
 37%[==================                                ] 88.6/242.7 MB
 37%[==================                                ] 88.6/242.7 MB
 37%[==================                                ] 88.6/242.7 MB
 37%[==================                                ] 88.7/242.7 MB
 37%[==================                                ] 88.7/242.7 MB
 37%[==================                                ] 88.7/242.7 MB
 37%[==================                                ] 88.7/242.7 MB
 37%[==================                                ] 88.7/242.7 MB
 37%[==================                                ] 88.7/242.7 MB
 37%[==================                                ] 88.7/242.7 MB
 37%[==================                                ] 88.7/242.7 MB
 37%[==================                                ] 88.7/242.7 MB
 37%[==================                                ] 88.7/242.7 MB
 37%[==================                                ] 88.7/242.7 MB
 37%[==================                                ] 88.7/242.7 MB
 37%[==================                                ] 88.8/242.7 MB
 37%[==================                                ] 88.8/242.7 MB
 37%[==================                                ] 88.8/242.7 MB
 37%[==================                                ] 88.8/242.7 MB
 37%[==================                                ] 88.8/242.7 MB
 37%[==================                                ] 88.8/242.7 MB
 37%[==================                                ] 88.8/242.7 MB
 37%[==================                                ] 88.8/242.7 MB
 37%[==================                                ] 88.8/242.7 MB
 37%[==================                                ] 88.8/242.7 MB
 37%[==================                                ] 88.8/242.7 MB
 37%[==================                                ] 88.8/242.7 MB
 37%[==================                                ] 88.8/242.7 MB
 37%[==================                                ] 88.9/242.7 MB
 37%[==================                                ] 88.9/242.7 MB
 37%[==================                                ] 88.9/242.7 MB
 37%[==================                                ] 88.9/242.7 MB
 37%[==================                                ] 88.9/242.7 MB
 37%[==================                                ] 88.9/242.7 MB
 37%[==================                                ] 88.9/242.7 MB
 37%[==================                                ] 88.9/242.7 MB
 37%[==================                                ] 88.9/242.7 MB
 37%[==================                                ] 88.9/242.7 MB
 37%[==================                                ] 88.9/242.7 MB
 37%[==================                                ] 88.9/242.7 MB
 37%[==================                                ] 88.9/242.7 MB
 37%[==================                                ] 89.0/242.7 MB
 37%[==================                                ] 89.0/242.7 MB
 37%[==================                                ] 89.0/242.7 MB
 37%[==================                                ] 89.0/242.7 MB
 37%[==================                                ] 89.0/242.7 MB
 37%[==================                                ] 89.0/242.7 MB
 37%[==================                                ] 89.0/242.7 MB
 37%[==================                                ] 89.0/242.7 MB
 37%[==================                                ] 89.0/242.7 MB
 37%[==================                                ] 89.0/242.7 MB
 37%[==================                                ] 89.0/242.7 MB
 37%[==================                                ] 89.0/242.7 MB
 37%[==================                                ] 89.0/242.7 MB
 37%[==================                                ] 89.1/242.7 MB
 37%[==================                                ] 89.1/242.7 MB
 37%[==================                                ] 89.1/242.7 MB
 37%[==================                                ] 89.1/242.7 MB
 37%[==================                                ] 89.1/242.7 MB
 37%[==================                                ] 89.1/242.7 MB
 37%[==================                                ] 89.1/242.7 MB
 37%[==================                                ] 89.1/242.7 MB
 37%[==================                                ] 89.1/242.7 MB
 37%[==================                                ] 89.1/242.7 MB
 37%[==================                                ] 89.1/242.7 MB
 37%[==================                                ] 89.1/242.7 MB
 37%[==================                                ] 89.1/242.7 MB
 37%[==================                                ] 89.2/242.7 MB
 37%[==================                                ] 89.2/242.7 MB
 37%[==================                                ] 89.2/242.7 MB
 37%[==================                                ] 89.2/242.7 MB
 37%[==================                                ] 89.2/242.7 MB
 37%[==================                                ] 89.2/242.7 MB
 37%[==================                                ] 89.2/242.7 MB
 37%[==================                                ] 89.2/242.7 MB
 37%[==================                                ] 89.2/242.7 MB
 37%[==================                                ] 89.2/242.7 MB
 37%[==================                                ] 89.2/242.7 MB
 37%[==================                                ] 89.2/242.7 MB
 37%[==================                                ] 89.2/242.7 MB
 37%[==================                                ] 89.3/242.7 MB
 37%[==================                                ] 89.3/242.7 MB
 37%[==================                                ] 89.3/242.7 MB
 37%[==================                                ] 89.3/242.7 MB
 37%[==================                                ] 89.3/242.7 MB
 37%[==================                                ] 89.3/242.7 MB
 37%[==================                                ] 89.3/242.7 MB
 37%[==================                                ] 89.3/242.7 MB
 37%[==================                                ] 89.3/242.7 MB
 37%[==================                                ] 89.3/242.7 MB
 37%[==================                                ] 89.3/242.7 MB
 37%[==================                                ] 89.3/242.7 MB
 37%[==================                                ] 89.4/242.7 MB
 37%[==================                                ] 89.4/242.7 MB
 37%[==================                                ] 89.4/242.7 MB
 37%[==================                                ] 89.4/242.7 MB
 37%[==================                                ] 89.4/242.7 MB
 37%[==================                                ] 89.4/242.7 MB
 37%[==================                                ] 89.4/242.7 MB
 37%[==================                                ] 89.4/242.7 MB
 37%[==================                                ] 89.4/242.7 MB
 37%[==================                                ] 89.4/242.7 MB
 37%[==================                                ] 89.4/242.7 MB
 37%[==================                                ] 89.4/242.7 MB
 37%[==================                                ] 89.4/242.7 MB
 37%[==================                                ] 89.5/242.7 MB
 37%[==================                                ] 89.5/242.7 MB
 37%[==================                                ] 89.5/242.7 MB
 37%[==================                                ] 89.5/242.7 MB
 37%[==================                                ] 89.5/242.7 MB
 37%[==================                                ] 89.5/242.7 MB
 37%[==================                                ] 89.5/242.7 MB
 37%[==================                                ] 89.5/242.7 MB
 37%[==================                                ] 89.5/242.7 MB
 37%[==================                                ] 89.5/242.7 MB
 37%[==================                                ] 89.5/242.7 MB
 37%[==================                                ] 89.5/242.7 MB
 37%[==================                                ] 89.5/242.7 MB
 37%[==================                                ] 89.6/242.7 MB
 37%[==================                                ] 89.6/242.7 MB
 37%[==================                                ] 89.6/242.7 MB
 37%[==================                                ] 89.6/242.7 MB
 37%[==================                                ] 89.6/242.7 MB
 37%[==================                                ] 89.6/242.7 MB
 37%[==================                                ] 89.6/242.7 MB
 37%[==================                                ] 89.6/242.7 MB
 37%[==================                                ] 89.6/242.7 MB
 37%[==================                                ] 89.6/242.7 MB
 37%[==================                                ] 89.6/242.7 MB
 37%[==================                                ] 89.6/242.7 MB
 37%[==================                                ] 89.6/242.7 MB
 37%[==================                                ] 89.7/242.7 MB
 37%[==================                                ] 89.7/242.7 MB
 37%[==================                                ] 89.7/242.7 MB
 37%[==================                                ] 89.7/242.7 MB
 37%[==================                                ] 89.7/242.7 MB
 37%[==================                                ] 89.7/242.7 MB
 37%[==================                                ] 89.7/242.7 MB
 37%[==================                                ] 89.7/242.7 MB
 37%[==================                                ] 89.7/242.7 MB
 37%[==================                                ] 89.7/242.7 MB
 37%[==================                                ] 89.7/242.7 MB
 37%[==================                                ] 89.7/242.7 MB
 37%[==================                                ] 89.8/242.7 MB
 37%[==================                                ] 89.8/242.7 MB
 37%[==================                                ] 89.8/242.7 MB
 37%[==================                                ] 89.8/242.7 MB
 37%[==================                                ] 89.8/242.7 MB
 37%[==================                                ] 89.8/242.7 MB
 37%[==================                                ] 89.8/242.7 MB
 37%[==================                                ] 89.8/242.7 MB
 37%[==================                                ] 89.8/242.7 MB
 37%[==================                                ] 89.8/242.7 MB
 37%[==================                                ] 89.8/242.7 MB
 37%[==================                                ] 89.8/242.7 MB
 37%[==================                                ] 89.8/242.7 MB
 37%[==================                                ] 89.9/242.7 MB
 37%[==================                                ] 89.9/242.7 MB
 37%[==================                                ] 89.9/242.7 MB
 37%[==================                                ] 89.9/242.7 MB
 37%[==================                                ] 89.9/242.7 MB
 37%[==================                                ] 89.9/242.7 MB
 37%[==================                                ] 89.9/242.7 MB
 37%[==================                                ] 89.9/242.7 MB
 37%[==================                                ] 89.9/242.7 MB
 37%[==================                                ] 89.9/242.7 MB
 37%[==================                                ] 89.9/242.7 MB
 37%[==================                                ] 89.9/242.7 MB
 37%[==================                                ] 89.9/242.7 MB
 37%[==================                                ] 90.0/242.7 MB
 37%[==================                                ] 90.0/242.7 MB
 37%[==================                                ] 90.0/242.7 MB
 37%[==================                                ] 90.0/242.7 MB
 37%[==================                                ] 90.0/242.7 MB
 37%[==================                                ] 90.0/242.7 MB
 37%[==================                                ] 90.0/242.7 MB
 37%[==================                                ] 90.0/242.7 MB
 37%[==================                                ] 90.0/242.7 MB
 37%[==================                                ] 90.0/242.7 MB
 37%[==================                                ] 90.0/242.7 MB
 37%[==================                                ] 90.0/242.7 MB
 37%[==================                                ] 90.0/242.7 MB
 37%[==================                                ] 90.1/242.7 MB
 37%[==================                                ] 90.1/242.7 MB
 37%[==================                                ] 90.1/242.7 MB
 37%[==================                                ] 90.1/242.7 MB
 37%[==================                                ] 90.1/242.7 MB
 37%[==================                                ] 90.1/242.7 MB
 37%[==================                                ] 90.1/242.7 MB
 37%[==================                                ] 90.1/242.7 MB
 37%[==================                                ] 90.1/242.7 MB
 37%[==================                                ] 90.1/242.7 MB
 37%[==================                                ] 90.1/242.7 MB
 37%[==================                                ] 90.1/242.7 MB
 37%[==================                                ] 90.1/242.7 MB
 37%[==================                                ] 90.2/242.7 MB
 37%[==================                                ] 90.2/242.7 MB
 37%[==================                                ] 90.2/242.7 MB
 37%[==================                                ] 90.2/242.7 MB
 37%[==================                                ] 90.2/242.7 MB
 37%[==================                                ] 90.2/242.7 MB
 37%[==================                                ] 90.2/242.7 MB
 37%[==================                                ] 90.2/242.7 MB
 37%[==================                                ] 90.2/242.7 MB
 37%[==================                                ] 90.2/242.7 MB
 37%[==================                                ] 90.2/242.7 MB
 37%[==================                                ] 90.2/242.7 MB
 37%[==================                                ] 90.2/242.7 MB
 37%[==================                                ] 90.3/242.7 MB
 37%[==================                                ] 90.3/242.7 MB
 37%[==================                                ] 90.3/242.7 MB
 37%[==================                                ] 90.3/242.7 MB
 37%[==================                                ] 90.3/242.7 MB
 37%[==================                                ] 90.3/242.7 MB
 37%[==================                                ] 90.3/242.7 MB
 37%[==================                                ] 90.3/242.7 MB
 37%[==================                                ] 90.3/242.7 MB
 37%[==================                                ] 90.3/242.7 MB
 37%[==================                                ] 90.3/242.7 MB
 37%[==================                                ] 90.3/242.7 MB
 37%[==================                                ] 90.4/242.7 MB
 37%[==================                                ] 90.4/242.7 MB
 37%[==================                                ] 90.4/242.7 MB
 37%[==================                                ] 90.4/242.7 MB
 37%[==================                                ] 90.4/242.7 MB
 37%[==================                                ] 90.4/242.7 MB
 37%[==================                                ] 90.4/242.7 MB
 37%[==================                                ] 90.4/242.7 MB
 37%[==================                                ] 90.4/242.7 MB
 37%[==================                                ] 90.4/242.7 MB
 37%[==================                                ] 90.4/242.7 MB
 37%[==================                                ] 90.4/242.7 MB
 37%[==================                                ] 90.4/242.7 MB
 37%[==================                                ] 90.5/242.7 MB
 37%[==================                                ] 90.5/242.7 MB
 37%[==================                                ] 90.5/242.7 MB
 37%[==================                                ] 90.5/242.7 MB
 37%[==================                                ] 90.5/242.7 MB
 37%[==================                                ] 90.5/242.7 MB
 37%[==================                                ] 90.5/242.7 MB
 37%[==================                                ] 90.5/242.7 MB
 37%[==================                                ] 90.5/242.7 MB
 37%[==================                                ] 90.5/242.7 MB
 37%[==================                                ] 90.5/242.7 MB
 37%[==================                                ] 90.5/242.7 MB
 37%[==================                                ] 90.5/242.7 MB
 37%[==================                                ] 90.6/242.7 MB
 37%[==================                                ] 90.6/242.7 MB
 37%[==================                                ] 90.6/242.7 MB
 37%[==================                                ] 90.6/242.7 MB
 37%[==================                                ] 90.6/242.7 MB
 37%[==================                                ] 90.6/242.7 MB
 37%[==================                                ] 90.6/242.7 MB
 37%[==================                                ] 90.6/242.7 MB
 37%[==================                                ] 90.6/242.7 MB
 37%[==================                                ] 90.6/242.7 MB
 37%[==================                                ] 90.6/242.7 MB
 37%[==================                                ] 90.6/242.7 MB
 37%[==================                                ] 90.6/242.7 MB
 37%[==================                                ] 90.7/242.7 MB
 37%[==================                                ] 90.7/242.7 MB
 37%[==================                                ] 90.7/242.7 MB
 37%[==================                                ] 90.7/242.7 MB
 37%[==================                                ] 90.7/242.7 MB
 37%[==================                                ] 90.7/242.7 MB
 37%[==================                                ] 90.7/242.7 MB
 37%[==================                                ] 90.7/242.7 MB
 37%[==================                                ] 90.7/242.7 MB
 37%[==================                                ] 90.7/242.7 MB
 37%[==================                                ] 90.7/242.7 MB
 37%[==================                                ] 90.7/242.7 MB
 37%[==================                                ] 90.8/242.7 MB
 37%[==================                                ] 90.8/242.7 MB
 37%[==================                                ] 90.8/242.7 MB
 37%[==================                                ] 90.8/242.7 MB
 37%[==================                                ] 90.8/242.7 MB
 37%[==================                                ] 90.8/242.7 MB
 37%[==================                                ] 90.8/242.7 MB
 37%[==================                                ] 90.8/242.7 MB
 37%[==================                                ] 90.8/242.7 MB
 37%[==================                                ] 90.8/242.7 MB
 37%[==================                                ] 90.8/242.7 MB
 37%[==================                                ] 90.8/242.7 MB
 37%[==================                                ] 90.8/242.7 MB
 37%[==================                                ] 90.9/242.7 MB
 37%[==================                                ] 90.9/242.7 MB
 37%[==================                                ] 90.9/242.7 MB
 37%[==================                                ] 90.9/242.7 MB
 37%[==================                                ] 90.9/242.7 MB
 37%[==================                                ] 90.9/242.7 MB
 37%[==================                                ] 90.9/242.7 MB
 37%[==================                                ] 90.9/242.7 MB
 37%[==================                                ] 90.9/242.7 MB
 37%[==================                                ] 90.9/242.7 MB
 37%[==================                                ] 90.9/242.7 MB
 37%[==================                                ] 90.9/242.7 MB
 37%[==================                                ] 90.9/242.7 MB
 37%[==================                                ] 91.0/242.7 MB
 37%[==================                                ] 91.0/242.7 MB
 37%[==================                                ] 91.0/242.7 MB
 37%[==================                                ] 91.0/242.7 MB
 37%[==================                                ] 91.0/242.7 MB
 37%[==================                                ] 91.0/242.7 MB
 37%[==================                                ] 91.0/242.7 MB
 38%[==================                                ] 91.0/242.7 MB
 38%[==================                                ] 91.0/242.7 MB
 38%[==================                                ] 91.0/242.7 MB
 38%[==================                                ] 91.0/242.7 MB
 38%[==================                                ] 91.0/242.7 MB
 38%[==================                                ] 91.0/242.7 MB
 38%[==================                                ] 91.1/242.7 MB
 38%[==================                                ] 91.1/242.7 MB
 38%[==================                                ] 91.1/242.7 MB
 38%[==================                                ] 91.1/242.7 MB
 38%[==================                                ] 91.1/242.7 MB
 38%[==================                                ] 91.1/242.7 MB
 38%[==================                                ] 91.1/242.7 MB
 38%[==================                                ] 91.1/242.7 MB
 38%[==================                                ] 91.1/242.7 MB
 38%[==================                                ] 91.1/242.7 MB
 38%[==================                                ] 91.1/242.7 MB
 38%[==================                                ] 91.1/242.7 MB
 38%[==================                                ] 91.1/242.7 MB
 38%[==================                                ] 91.2/242.7 MB
 38%[==================                                ] 91.2/242.7 MB
 38%[==================                                ] 91.2/242.7 MB
 38%[==================                                ] 91.2/242.7 MB
 38%[==================                                ] 91.2/242.7 MB
 38%[==================                                ] 91.2/242.7 MB
 38%[==================                                ] 91.2/242.7 MB
 38%[==================                                ] 91.2/242.7 MB
 38%[==================                                ] 91.2/242.7 MB
 38%[==================                                ] 91.2/242.7 MB
 38%[==================                                ] 91.2/242.7 MB
 38%[==================                                ] 91.2/242.7 MB
 38%[==================                                ] 91.2/242.7 MB
 38%[==================                                ] 91.3/242.7 MB
 38%[==================                                ] 91.3/242.7 MB
 38%[==================                                ] 91.3/242.7 MB
 38%[==================                                ] 91.3/242.7 MB
 38%[==================                                ] 91.3/242.7 MB
 38%[==================                                ] 91.3/242.7 MB
 38%[==================                                ] 91.3/242.7 MB
 38%[==================                                ] 91.3/242.7 MB
 38%[==================                                ] 91.3/242.7 MB
 38%[==================                                ] 91.3/242.7 MB
 38%[==================                                ] 91.3/242.7 MB
 38%[==================                                ] 91.3/242.7 MB
 38%[==================                                ] 91.4/242.7 MB
 38%[==================                                ] 91.4/242.7 MB
 38%[==================                                ] 91.4/242.7 MB
 38%[==================                                ] 91.4/242.7 MB
 38%[==================                                ] 91.4/242.7 MB
 38%[==================                                ] 91.4/242.7 MB
 38%[==================                                ] 91.4/242.7 MB
 38%[==================                                ] 91.4/242.7 MB
 38%[==================                                ] 91.4/242.7 MB
 38%[==================                                ] 91.4/242.7 MB
 38%[==================                                ] 91.4/242.7 MB
 38%[==================                                ] 91.4/242.7 MB
 38%[==================                                ] 91.4/242.7 MB
 38%[==================                                ] 91.5/242.7 MB
 38%[==================                                ] 91.5/242.7 MB
 38%[==================                                ] 91.5/242.7 MB
 38%[==================                                ] 91.5/242.7 MB
 38%[==================                                ] 91.5/242.7 MB
 38%[==================                                ] 91.5/242.7 MB
 38%[==================                                ] 91.5/242.7 MB
 38%[==================                                ] 91.5/242.7 MB
 38%[==================                                ] 91.5/242.7 MB
 38%[==================                                ] 91.5/242.7 MB
 38%[==================                                ] 91.5/242.7 MB
 38%[==================                                ] 91.5/242.7 MB
 38%[==================                                ] 91.5/242.7 MB
 38%[==================                                ] 91.6/242.7 MB
 38%[==================                                ] 91.6/242.7 MB
 38%[==================                                ] 91.6/242.7 MB
 38%[==================                                ] 91.6/242.7 MB
 38%[==================                                ] 91.6/242.7 MB
 38%[==================                                ] 91.6/242.7 MB
 38%[==================                                ] 91.6/242.7 MB
 38%[==================                                ] 91.6/242.7 MB
 38%[==================                                ] 91.6/242.7 MB
 38%[==================                                ] 91.6/242.7 MB
 38%[==================                                ] 91.6/242.7 MB
 38%[==================                                ] 91.6/242.7 MB
 38%[==================                                ] 91.6/242.7 MB
 38%[==================                                ] 91.7/242.7 MB
 38%[==================                                ] 91.7/242.7 MB
 38%[==================                                ] 91.7/242.7 MB
 38%[==================                                ] 91.7/242.7 MB
 38%[==================                                ] 91.7/242.7 MB
 38%[==================                                ] 91.7/242.7 MB
 38%[==================                                ] 91.7/242.7 MB
 38%[==================                                ] 91.7/242.7 MB
 38%[==================                                ] 91.7/242.7 MB
 38%[==================                                ] 91.7/242.7 MB
 38%[==================                                ] 91.7/242.7 MB
 38%[==================                                ] 91.7/242.7 MB
 38%[==================                                ] 91.8/242.7 MB
 38%[==================                                ] 91.8/242.7 MB
 38%[==================                                ] 91.8/242.7 MB
 38%[==================                                ] 91.8/242.7 MB
 38%[==================                                ] 91.8/242.7 MB
 38%[==================                                ] 91.8/242.7 MB
 38%[==================                                ] 91.8/242.7 MB
 38%[==================                                ] 91.8/242.7 MB
 38%[==================                                ] 91.8/242.7 MB
 38%[==================                                ] 91.8/242.7 MB
 38%[==================                                ] 91.8/242.7 MB
 38%[==================                                ] 91.8/242.7 MB
 38%[==================                                ] 91.8/242.7 MB
 38%[==================                                ] 91.9/242.7 MB
 38%[==================                                ] 91.9/242.7 MB
 38%[==================                                ] 91.9/242.7 MB
 38%[==================                                ] 91.9/242.7 MB
 38%[==================                                ] 91.9/242.7 MB
 38%[==================                                ] 91.9/242.7 MB
 38%[==================                                ] 91.9/242.7 MB
 38%[==================                                ] 91.9/242.7 MB
 38%[==================                                ] 91.9/242.7 MB
 38%[==================                                ] 91.9/242.7 MB
 38%[==================                                ] 91.9/242.7 MB
 38%[==================                                ] 91.9/242.7 MB
 38%[==================                                ] 91.9/242.7 MB
 38%[==================                                ] 92.0/242.7 MB
 38%[==================                                ] 92.0/242.7 MB
 38%[==================                                ] 92.0/242.7 MB
 38%[==================                                ] 92.0/242.7 MB
 38%[==================                                ] 92.0/242.7 MB
 38%[==================                                ] 92.0/242.7 MB
 38%[==================                                ] 92.0/242.7 MB
 38%[==================                                ] 92.0/242.7 MB
 38%[==================                                ] 92.0/242.7 MB
 38%[==================                                ] 92.0/242.7 MB
 38%[==================                                ] 92.0/242.7 MB
 38%[==================                                ] 92.0/242.7 MB
 38%[==================                                ] 92.0/242.7 MB
 38%[==================                                ] 92.1/242.7 MB
 38%[==================                                ] 92.1/242.7 MB
 38%[==================                                ] 92.1/242.7 MB
 38%[==================                                ] 92.1/242.7 MB
 38%[==================                                ] 92.1/242.7 MB
 38%[==================                                ] 92.1/242.7 MB
 38%[==================                                ] 92.1/242.7 MB
 38%[==================                                ] 92.1/242.7 MB
 38%[==================                                ] 92.1/242.7 MB
 38%[==================                                ] 92.1/242.7 MB
 38%[==================                                ] 92.1/242.7 MB
 38%[==================                                ] 92.1/242.7 MB
 38%[==================                                ] 92.1/242.7 MB
 38%[==================                                ] 92.2/242.7 MB
 38%[==================                                ] 92.2/242.7 MB
 38%[==================                                ] 92.2/242.7 MB
 38%[==================                                ] 92.2/242.7 MB
 38%[==================                                ] 92.2/242.7 MB
 38%[==================                                ] 92.2/242.7 MB
 38%[==================                                ] 92.2/242.7 MB
 38%[==================                                ] 92.2/242.7 MB
 38%[===================                               ] 92.2/242.7 MB
 38%[===================                               ] 92.2/242.7 MB
 38%[===================                               ] 92.2/242.7 MB
 38%[===================                               ] 92.2/242.7 MB
 38%[===================                               ] 92.2/242.7 MB
 38%[===================                               ] 92.3/242.7 MB
 38%[===================                               ] 92.3/242.7 MB
 38%[===================                               ] 92.3/242.7 MB
 38%[===================                               ] 92.3/242.7 MB
 38%[===================                               ] 92.3/242.7 MB
 38%[===================                               ] 92.3/242.7 MB
 38%[===================                               ] 92.3/242.7 MB
 38%[===================                               ] 92.3/242.7 MB
 38%[===================                               ] 92.3/242.7 MB
 38%[===================                               ] 92.3/242.7 MB
 38%[===================                               ] 92.3/242.7 MB
 38%[===================                               ] 92.3/242.7 MB
 38%[===================                               ] 92.4/242.7 MB
 38%[===================                               ] 92.4/242.7 MB
 38%[===================                               ] 92.4/242.7 MB
 38%[===================                               ] 92.4/242.7 MB
 38%[===================                               ] 92.4/242.7 MB
 38%[===================                               ] 92.4/242.7 MB
 38%[===================                               ] 92.4/242.7 MB
 38%[===================                               ] 92.4/242.7 MB
 38%[===================                               ] 92.4/242.7 MB
 38%[===================                               ] 92.4/242.7 MB
 38%[===================                               ] 92.4/242.7 MB
 38%[===================                               ] 92.4/242.7 MB
 38%[===================                               ] 92.4/242.7 MB
 38%[===================                               ] 92.5/242.7 MB
 38%[===================                               ] 92.5/242.7 MB
 38%[===================                               ] 92.5/242.7 MB
 38%[===================                               ] 92.5/242.7 MB
 38%[===================                               ] 92.5/242.7 MB
 38%[===================                               ] 92.5/242.7 MB
 38%[===================                               ] 92.5/242.7 MB
 38%[===================                               ] 92.5/242.7 MB
 38%[===================                               ] 92.5/242.7 MB
 38%[===================                               ] 92.5/242.7 MB
 38%[===================                               ] 92.5/242.7 MB
 38%[===================                               ] 92.5/242.7 MB
 38%[===================                               ] 92.5/242.7 MB
 38%[===================                               ] 92.6/242.7 MB
 38%[===================                               ] 92.6/242.7 MB
 38%[===================                               ] 92.6/242.7 MB
 38%[===================                               ] 92.6/242.7 MB
 38%[===================                               ] 92.6/242.7 MB
 38%[===================                               ] 92.6/242.7 MB
 38%[===================                               ] 92.6/242.7 MB
 38%[===================                               ] 92.6/242.7 MB
 38%[===================                               ] 92.6/242.7 MB
 38%[===================                               ] 92.6/242.7 MB
 38%[===================                               ] 92.6/242.7 MB
 38%[===================                               ] 92.6/242.7 MB
 38%[===================                               ] 92.6/242.7 MB
 38%[===================                               ] 92.7/242.7 MB
 38%[===================                               ] 92.7/242.7 MB
 38%[===================                               ] 92.7/242.7 MB
 38%[===================                               ] 92.7/242.7 MB
 38%[===================                               ] 92.7/242.7 MB
 38%[===================                               ] 92.7/242.7 MB
 38%[===================                               ] 92.7/242.7 MB
 38%[===================                               ] 92.7/242.7 MB
 38%[===================                               ] 92.7/242.7 MB
 38%[===================                               ] 92.7/242.7 MB
 38%[===================                               ] 92.7/242.7 MB
 38%[===================                               ] 92.7/242.7 MB
 38%[===================                               ] 92.8/242.7 MB
 38%[===================                               ] 92.8/242.7 MB
 38%[===================                               ] 92.8/242.7 MB
 38%[===================                               ] 92.8/242.7 MB
 38%[===================                               ] 92.8/242.7 MB
 38%[===================                               ] 92.8/242.7 MB
 38%[===================                               ] 92.8/242.7 MB
 38%[===================                               ] 92.8/242.7 MB
 38%[===================                               ] 92.8/242.7 MB
 38%[===================                               ] 92.8/242.7 MB
 38%[===================                               ] 92.8/242.7 MB
 38%[===================                               ] 92.8/242.7 MB
 38%[===================                               ] 92.8/242.7 MB
 38%[===================                               ] 92.9/242.7 MB
 38%[===================                               ] 92.9/242.7 MB
 38%[===================                               ] 92.9/242.7 MB
 38%[===================                               ] 92.9/242.7 MB
 38%[===================                               ] 92.9/242.7 MB
 38%[===================                               ] 92.9/242.7 MB
 38%[===================                               ] 92.9/242.7 MB
 38%[===================                               ] 92.9/242.7 MB
 38%[===================                               ] 92.9/242.7 MB
 38%[===================                               ] 92.9/242.7 MB
 38%[===================                               ] 92.9/242.7 MB
 38%[===================                               ] 92.9/242.7 MB
 38%[===================                               ] 92.9/242.7 MB
 38%[===================                               ] 93.0/242.7 MB
 38%[===================                               ] 93.0/242.7 MB
 38%[===================                               ] 93.0/242.7 MB
 38%[===================                               ] 93.0/242.7 MB
 38%[===================                               ] 93.0/242.7 MB
 38%[===================                               ] 93.0/242.7 MB
 38%[===================                               ] 93.0/242.7 MB
 38%[===================                               ] 93.0/242.7 MB
 38%[===================                               ] 93.0/242.7 MB
 38%[===================                               ] 93.0/242.7 MB
 38%[===================                               ] 93.0/242.7 MB
 38%[===================                               ] 93.0/242.7 MB
 38%[===================                               ] 93.0/242.7 MB
 38%[===================                               ] 93.1/242.7 MB
 38%[===================                               ] 93.1/242.7 MB
 38%[===================                               ] 93.1/242.7 MB
 38%[===================                               ] 93.1/242.7 MB
 38%[===================                               ] 93.1/242.7 MB
 38%[===================                               ] 93.1/242.7 MB
 38%[===================                               ] 93.1/242.7 MB
 38%[===================                               ] 93.1/242.7 MB
 38%[===================                               ] 93.1/242.7 MB
 38%[===================                               ] 93.1/242.7 MB
 38%[===================                               ] 93.1/242.7 MB
 38%[===================                               ] 93.1/242.7 MB
 38%[===================                               ] 93.1/242.7 MB
 38%[===================                               ] 93.2/242.7 MB
 38%[===================                               ] 93.2/242.7 MB
 38%[===================                               ] 93.2/242.7 MB
 38%[===================                               ] 93.2/242.7 MB
 38%[===================                               ] 93.2/242.7 MB
 38%[===================                               ] 93.2/242.7 MB
 38%[===================                               ] 93.2/242.7 MB
 38%[===================                               ] 93.2/242.7 MB
 38%[===================                               ] 93.2/242.7 MB
 38%[===================                               ] 93.2/242.7 MB
 38%[===================                               ] 93.2/242.7 MB
 38%[===================                               ] 93.2/242.7 MB
 38%[===================                               ] 93.2/242.7 MB
 38%[===================                               ] 93.3/242.7 MB
 38%[===================                               ] 93.3/242.7 MB
 38%[===================                               ] 93.3/242.7 MB
 38%[===================                               ] 93.3/242.7 MB
 38%[===================                               ] 93.3/242.7 MB
 38%[===================                               ] 93.3/242.7 MB
 38%[===================                               ] 93.3/242.7 MB
 38%[===================                               ] 93.3/242.7 MB
 38%[===================                               ] 93.3/242.7 MB
 38%[===================                               ] 93.3/242.7 MB
 38%[===================                               ] 93.3/242.7 MB
 38%[===================                               ] 93.3/242.7 MB
 38%[===================                               ] 93.4/242.7 MB
 38%[===================                               ] 93.4/242.7 MB
 38%[===================                               ] 93.4/242.7 MB
 38%[===================                               ] 93.4/242.7 MB
 38%[===================                               ] 93.4/242.7 MB
 38%[===================                               ] 93.4/242.7 MB
 38%[===================                               ] 93.4/242.7 MB
 38%[===================                               ] 93.4/242.7 MB
 38%[===================                               ] 93.4/242.7 MB
 38%[===================                               ] 93.4/242.7 MB
 38%[===================                               ] 93.4/242.7 MB
 39%[===================                               ] 93.4/242.7 MB
 39%[===================                               ] 93.4/242.7 MB
 39%[===================                               ] 93.5/242.7 MB
 39%[===================                               ] 93.5/242.7 MB
 39%[===================                               ] 93.5/242.7 MB
 39%[===================                               ] 93.5/242.7 MB
 39%[===================                               ] 93.5/242.7 MB
 39%[===================                               ] 93.5/242.7 MB
 39%[===================                               ] 93.5/242.7 MB
 39%[===================                               ] 93.5/242.7 MB
 39%[===================                               ] 93.5/242.7 MB
 39%[===================                               ] 93.5/242.7 MB
 39%[===================                               ] 93.5/242.7 MB
 39%[===================                               ] 93.5/242.7 MB
 39%[===================                               ] 93.5/242.7 MB
 39%[===================                               ] 93.6/242.7 MB
 39%[===================                               ] 93.6/242.7 MB
 39%[===================                               ] 93.6/242.7 MB
 39%[===================                               ] 93.6/242.7 MB
 39%[===================                               ] 93.6/242.7 MB
 39%[===================                               ] 93.6/242.7 MB
 39%[===================                               ] 93.6/242.7 MB
 39%[===================                               ] 93.6/242.7 MB
 39%[===================                               ] 93.6/242.7 MB
 39%[===================                               ] 93.6/242.7 MB
 39%[===================                               ] 93.6/242.7 MB
 39%[===================                               ] 93.6/242.7 MB
 39%[===================                               ] 93.6/242.7 MB
 39%[===================                               ] 93.7/242.7 MB
 39%[===================                               ] 93.7/242.7 MB
 39%[===================                               ] 93.7/242.7 MB
 39%[===================                               ] 93.7/242.7 MB
 39%[===================                               ] 93.7/242.7 MB
 39%[===================                               ] 93.7/242.7 MB
 39%[===================                               ] 93.7/242.7 MB
 39%[===================                               ] 93.7/242.7 MB
 39%[===================                               ] 93.7/242.7 MB
 39%[===================                               ] 93.7/242.7 MB
 39%[===================                               ] 93.7/242.7 MB
 39%[===================                               ] 93.7/242.7 MB
 39%[===================                               ] 93.8/242.7 MB
 39%[===================                               ] 93.8/242.7 MB
 39%[===================                               ] 93.8/242.7 MB
 39%[===================                               ] 93.8/242.7 MB
 39%[===================                               ] 93.8/242.7 MB
 39%[===================                               ] 93.8/242.7 MB
 39%[===================                               ] 93.8/242.7 MB
 39%[===================                               ] 93.8/242.7 MB
 39%[===================                               ] 93.8/242.7 MB
 39%[===================                               ] 93.8/242.7 MB
 39%[===================                               ] 93.8/242.7 MB
 39%[===================                               ] 93.8/242.7 MB
 39%[===================                               ] 93.8/242.7 MB
 39%[===================                               ] 93.9/242.7 MB
 39%[===================                               ] 93.9/242.7 MB
 39%[===================                               ] 93.9/242.7 MB
 39%[===================                               ] 93.9/242.7 MB
 39%[===================                               ] 93.9/242.7 MB
 39%[===================                               ] 93.9/242.7 MB
 39%[===================                               ] 93.9/242.7 MB
 39%[===================                               ] 93.9/242.7 MB
 39%[===================                               ] 93.9/242.7 MB
 39%[===================                               ] 93.9/242.7 MB
 39%[===================                               ] 93.9/242.7 MB
 39%[===================                               ] 93.9/242.7 MB
 39%[===================                               ] 93.9/242.7 MB
 39%[===================                               ] 94.0/242.7 MB
 39%[===================                               ] 94.0/242.7 MB
 39%[===================                               ] 94.0/242.7 MB
 39%[===================                               ] 94.0/242.7 MB
 39%[===================                               ] 94.0/242.7 MB
 39%[===================                               ] 94.0/242.7 MB
 39%[===================                               ] 94.0/242.7 MB
 39%[===================                               ] 94.0/242.7 MB
 39%[===================                               ] 94.0/242.7 MB
 39%[===================                               ] 94.0/242.7 MB
 39%[===================                               ] 94.0/242.7 MB
 39%[===================                               ] 94.0/242.7 MB
 39%[===================                               ] 94.0/242.7 MB
 39%[===================                               ] 94.1/242.7 MB
 39%[===================                               ] 94.1/242.7 MB
 39%[===================                               ] 94.1/242.7 MB
 39%[===================                               ] 94.1/242.7 MB
 39%[===================                               ] 94.1/242.7 MB
 39%[===================                               ] 94.1/242.7 MB
 39%[===================                               ] 94.1/242.7 MB
 39%[===================                               ] 94.1/242.7 MB
 39%[===================                               ] 94.1/242.7 MB
 39%[===================                               ] 94.1/242.7 MB
 39%[===================                               ] 94.1/242.7 MB
 39%[===================                               ] 94.1/242.7 MB
 39%[===================                               ] 94.1/242.7 MB
 39%[===================                               ] 94.2/242.7 MB
 39%[===================                               ] 94.2/242.7 MB
 39%[===================                               ] 94.2/242.7 MB
 39%[===================                               ] 94.2/242.7 MB
 39%[===================                               ] 94.2/242.7 MB
 39%[===================                               ] 94.2/242.7 MB
 39%[===================                               ] 94.2/242.7 MB
 39%[===================                               ] 94.2/242.7 MB
 39%[===================                               ] 94.2/242.7 MB
 39%[===================                               ] 94.2/242.7 MB
 39%[===================                               ] 94.2/242.7 MB
 39%[===================                               ] 94.2/242.7 MB
 39%[===================                               ] 94.2/242.7 MB
 39%[===================                               ] 94.3/242.7 MB
 39%[===================                               ] 94.3/242.7 MB
 39%[===================                               ] 94.3/242.7 MB
 39%[===================                               ] 94.3/242.7 MB
 39%[===================                               ] 94.3/242.7 MB
 39%[===================                               ] 94.3/242.7 MB
 39%[===================                               ] 94.3/242.7 MB
 39%[===================                               ] 94.3/242.7 MB
 39%[===================                               ] 94.3/242.7 MB
 39%[===================                               ] 94.3/242.7 MB
 39%[===================                               ] 94.3/242.7 MB
 39%[===================                               ] 94.3/242.7 MB
 39%[===================                               ] 94.4/242.7 MB
 39%[===================                               ] 94.4/242.7 MB
 39%[===================                               ] 94.4/242.7 MB
 39%[===================                               ] 94.4/242.7 MB
 39%[===================                               ] 94.4/242.7 MB
 39%[===================                               ] 94.4/242.7 MB
 39%[===================                               ] 94.4/242.7 MB
 39%[===================                               ] 94.4/242.7 MB
 39%[===================                               ] 94.4/242.7 MB
 39%[===================                               ] 94.4/242.7 MB
 39%[===================                               ] 94.4/242.7 MB
 39%[===================                               ] 94.4/242.7 MB
 39%[===================                               ] 94.4/242.7 MB
 39%[===================                               ] 94.5/242.7 MB
 39%[===================                               ] 94.5/242.7 MB
 39%[===================                               ] 94.5/242.7 MB
 39%[===================                               ] 94.5/242.7 MB
 39%[===================                               ] 94.5/242.7 MB
 39%[===================                               ] 94.5/242.7 MB
 39%[===================                               ] 94.5/242.7 MB
 39%[===================                               ] 94.5/242.7 MB
 39%[===================                               ] 94.5/242.7 MB
 39%[===================                               ] 94.5/242.7 MB
 39%[===================                               ] 94.5/242.7 MB
 39%[===================                               ] 94.5/242.7 MB
 39%[===================                               ] 94.5/242.7 MB
 39%[===================                               ] 94.6/242.7 MB
 39%[===================                               ] 94.6/242.7 MB
 39%[===================                               ] 94.6/242.7 MB
 39%[===================                               ] 94.6/242.7 MB
 39%[===================                               ] 94.6/242.7 MB
 39%[===================                               ] 94.6/242.7 MB
 39%[===================                               ] 94.6/242.7 MB
 39%[===================                               ] 94.6/242.7 MB
 39%[===================                               ] 94.6/242.7 MB
 39%[===================                               ] 94.6/242.7 MB
 39%[===================                               ] 94.6/242.7 MB
 39%[===================                               ] 94.6/242.7 MB
 39%[===================                               ] 94.6/242.7 MB
 39%[===================                               ] 94.7/242.7 MB
 39%[===================                               ] 94.7/242.7 MB
 39%[===================                               ] 94.7/242.7 MB
 39%[===================                               ] 94.7/242.7 MB
 39%[===================                               ] 94.7/242.7 MB
 39%[===================                               ] 94.7/242.7 MB
 39%[===================                               ] 94.7/242.7 MB
 39%[===================                               ] 94.7/242.7 MB
 39%[===================                               ] 94.7/242.7 MB
 39%[===================                               ] 94.7/242.7 MB
 39%[===================                               ] 94.7/242.7 MB
 39%[===================                               ] 94.7/242.7 MB
 39%[===================                               ] 94.8/242.7 MB
 39%[===================                               ] 94.8/242.7 MB
 39%[===================                               ] 94.8/242.7 MB
 39%[===================                               ] 94.8/242.7 MB
 39%[===================                               ] 94.8/242.7 MB
 39%[===================                               ] 94.8/242.7 MB
 39%[===================                               ] 94.8/242.7 MB
 39%[===================                               ] 94.8/242.7 MB
 39%[===================                               ] 94.8/242.7 MB
 39%[===================                               ] 94.8/242.7 MB
 39%[===================                               ] 94.8/242.7 MB
 39%[===================                               ] 94.8/242.7 MB
 39%[===================                               ] 94.8/242.7 MB
 39%[===================                               ] 94.9/242.7 MB
 39%[===================                               ] 94.9/242.7 MB
 39%[===================                               ] 94.9/242.7 MB
 39%[===================                               ] 94.9/242.7 MB
 39%[===================                               ] 94.9/242.7 MB
 39%[===================                               ] 94.9/242.7 MB
 39%[===================                               ] 94.9/242.7 MB
 39%[===================                               ] 94.9/242.7 MB
 39%[===================                               ] 94.9/242.7 MB
 39%[===================                               ] 94.9/242.7 MB
 39%[===================                               ] 94.9/242.7 MB
 39%[===================                               ] 94.9/242.7 MB
 39%[===================                               ] 94.9/242.7 MB
 39%[===================                               ] 95.0/242.7 MB
 39%[===================                               ] 95.0/242.7 MB
 39%[===================                               ] 95.0/242.7 MB
 39%[===================                               ] 95.0/242.7 MB
 39%[===================                               ] 95.0/242.7 MB
 39%[===================                               ] 95.0/242.7 MB
 39%[===================                               ] 95.0/242.7 MB
 39%[===================                               ] 95.0/242.7 MB
 39%[===================                               ] 95.0/242.7 MB
 39%[===================                               ] 95.0/242.7 MB
 39%[===================                               ] 95.0/242.7 MB
 39%[===================                               ] 95.0/242.7 MB
 39%[===================                               ] 95.0/242.7 MB
 39%[===================                               ] 95.1/242.7 MB
 39%[===================                               ] 95.1/242.7 MB
 39%[===================                               ] 95.1/242.7 MB
 39%[===================                               ] 95.1/242.7 MB
 39%[===================                               ] 95.1/242.7 MB
 39%[===================                               ] 95.1/242.7 MB
 39%[===================                               ] 95.1/242.7 MB
 39%[===================                               ] 95.1/242.7 MB
 39%[===================                               ] 95.1/242.7 MB
 39%[===================                               ] 95.1/242.7 MB
 39%[===================                               ] 95.1/242.7 MB
 39%[===================                               ] 95.1/242.7 MB
 39%[===================                               ] 95.1/242.7 MB
 39%[===================                               ] 95.2/242.7 MB
 39%[===================                               ] 95.2/242.7 MB
 39%[===================                               ] 95.2/242.7 MB
 39%[===================                               ] 95.2/242.7 MB
 39%[===================                               ] 95.2/242.7 MB
 39%[===================                               ] 95.2/242.7 MB
 39%[===================                               ] 95.2/242.7 MB
 39%[===================                               ] 95.2/242.7 MB
 39%[===================                               ] 95.2/242.7 MB
 39%[===================                               ] 95.2/242.7 MB
 39%[===================                               ] 95.2/242.7 MB
 39%[===================                               ] 95.2/242.7 MB
 39%[===================                               ] 95.2/242.7 MB
 39%[===================                               ] 95.3/242.7 MB
 39%[===================                               ] 95.3/242.7 MB
 39%[===================                               ] 95.3/242.7 MB
 39%[===================                               ] 95.3/242.7 MB
 39%[===================                               ] 95.3/242.7 MB
 39%[===================                               ] 95.3/242.7 MB
 39%[===================                               ] 95.3/242.7 MB
 39%[===================                               ] 95.3/242.7 MB
 39%[===================                               ] 95.3/242.7 MB
 39%[===================                               ] 95.3/242.7 MB
 39%[===================                               ] 95.3/242.7 MB
 39%[===================                               ] 95.3/242.7 MB
 39%[===================                               ] 95.4/242.7 MB
 39%[===================                               ] 95.4/242.7 MB
 39%[===================                               ] 95.4/242.7 MB
 39%[===================                               ] 95.4/242.7 MB
 39%[===================                               ] 95.4/242.7 MB
 39%[===================                               ] 95.4/242.7 MB
 39%[===================                               ] 95.4/242.7 MB
 39%[===================                               ] 95.4/242.7 MB
 39%[===================                               ] 95.4/242.7 MB
 39%[===================                               ] 95.4/242.7 MB
 39%[===================                               ] 95.4/242.7 MB
 39%[===================                               ] 95.4/242.7 MB
 39%[===================                               ] 95.4/242.7 MB
 39%[===================                               ] 95.5/242.7 MB
 39%[===================                               ] 95.5/242.7 MB
 39%[===================                               ] 95.5/242.7 MB
 39%[===================                               ] 95.5/242.7 MB
 39%[===================                               ] 95.5/242.7 MB
 39%[===================                               ] 95.5/242.7 MB
 39%[===================                               ] 95.5/242.7 MB
 39%[===================                               ] 95.5/242.7 MB
 39%[===================                               ] 95.5/242.7 MB
 39%[===================                               ] 95.5/242.7 MB
 39%[===================                               ] 95.5/242.7 MB
 39%[===================                               ] 95.5/242.7 MB
 39%[===================                               ] 95.5/242.7 MB
 39%[===================                               ] 95.6/242.7 MB
 39%[===================                               ] 95.6/242.7 MB
 39%[===================                               ] 95.6/242.7 MB
 39%[===================                               ] 95.6/242.7 MB
 39%[===================                               ] 95.6/242.7 MB
 39%[===================                               ] 95.6/242.7 MB
 39%[===================                               ] 95.6/242.7 MB
 39%[===================                               ] 95.6/242.7 MB
 39%[===================                               ] 95.6/242.7 MB
 39%[===================                               ] 95.6/242.7 MB
 39%[===================                               ] 95.6/242.7 MB
 39%[===================                               ] 95.6/242.7 MB
 39%[===================                               ] 95.6/242.7 MB
 39%[===================                               ] 95.7/242.7 MB
 39%[===================                               ] 95.7/242.7 MB
 39%[===================                               ] 95.7/242.7 MB
 39%[===================                               ] 95.7/242.7 MB
 39%[===================                               ] 95.7/242.7 MB
 39%[===================                               ] 95.7/242.7 MB
 39%[===================                               ] 95.7/242.7 MB
 39%[===================                               ] 95.7/242.7 MB
 39%[===================                               ] 95.7/242.7 MB
 39%[===================                               ] 95.7/242.7 MB
 39%[===================                               ] 95.7/242.7 MB
 39%[===================                               ] 95.7/242.7 MB
 39%[===================                               ] 95.8/242.7 MB
 39%[===================                               ] 95.8/242.7 MB
 39%[===================                               ] 95.8/242.7 MB
 39%[===================                               ] 95.8/242.7 MB
 39%[===================                               ] 95.8/242.7 MB
 39%[===================                               ] 95.8/242.7 MB
 39%[===================                               ] 95.8/242.7 MB
 39%[===================                               ] 95.8/242.7 MB
 39%[===================                               ] 95.8/242.7 MB
 39%[===================                               ] 95.8/242.7 MB
 39%[===================                               ] 95.8/242.7 MB
 39%[===================                               ] 95.8/242.7 MB
 39%[===================                               ] 95.8/242.7 MB
 39%[===================                               ] 95.9/242.7 MB
 40%[===================                               ] 95.9/242.7 MB
 40%[===================                               ] 95.9/242.7 MB
 40%[===================                               ] 95.9/242.7 MB
 40%[===================                               ] 95.9/242.7 MB
 40%[===================                               ] 95.9/242.7 MB
 40%[===================                               ] 95.9/242.7 MB
 40%[===================                               ] 95.9/242.7 MB
 40%[===================                               ] 95.9/242.7 MB
 40%[===================                               ] 95.9/242.7 MB
 40%[===================                               ] 95.9/242.7 MB
 40%[===================                               ] 95.9/242.7 MB
 40%[===================                               ] 95.9/242.7 MB
 40%[===================                               ] 96.0/242.7 MB
 40%[===================                               ] 96.0/242.7 MB
 40%[===================                               ] 96.0/242.7 MB
 40%[===================                               ] 96.0/242.7 MB
 40%[===================                               ] 96.0/242.7 MB
 40%[===================                               ] 96.0/242.7 MB
 40%[===================                               ] 96.0/242.7 MB
 40%[===================                               ] 96.0/242.7 MB
 40%[===================                               ] 96.0/242.7 MB
 40%[===================                               ] 96.0/242.7 MB
 40%[===================                               ] 96.0/242.7 MB
 40%[===================                               ] 96.0/242.7 MB
 40%[===================                               ] 96.0/242.7 MB
 40%[===================                               ] 96.1/242.7 MB
 40%[===================                               ] 96.1/242.7 MB
 40%[===================                               ] 96.1/242.7 MB
 40%[===================                               ] 96.1/242.7 MB
 40%[===================                               ] 96.1/242.7 MB
 40%[===================                               ] 96.1/242.7 MB
 40%[===================                               ] 96.1/242.7 MB
 40%[===================                               ] 96.1/242.7 MB
 40%[===================                               ] 96.1/242.7 MB
 40%[===================                               ] 96.1/242.7 MB
 40%[===================                               ] 96.1/242.7 MB
 40%[===================                               ] 96.1/242.7 MB
 40%[===================                               ] 96.1/242.7 MB
 40%[===================                               ] 96.2/242.7 MB
 40%[===================                               ] 96.2/242.7 MB
 40%[===================                               ] 96.2/242.7 MB
 40%[===================                               ] 96.2/242.7 MB
 40%[===================                               ] 96.2/242.7 MB
 40%[===================                               ] 96.2/242.7 MB
 40%[===================                               ] 96.2/242.7 MB
 40%[===================                               ] 96.2/242.7 MB
 40%[===================                               ] 96.2/242.7 MB
 40%[===================                               ] 96.2/242.7 MB
 40%[===================                               ] 96.2/242.7 MB
 40%[===================                               ] 96.2/242.7 MB
 40%[===================                               ] 96.2/242.7 MB
 40%[===================                               ] 96.3/242.7 MB
 40%[===================                               ] 96.3/242.7 MB
 40%[===================                               ] 96.3/242.7 MB
 40%[===================                               ] 96.3/242.7 MB
 40%[===================                               ] 96.3/242.7 MB
 40%[===================                               ] 96.3/242.7 MB
 40%[===================                               ] 96.3/242.7 MB
 40%[===================                               ] 96.3/242.7 MB
 40%[===================                               ] 96.3/242.7 MB
 40%[===================                               ] 96.3/242.7 MB
 40%[===================                               ] 96.3/242.7 MB
 40%[===================                               ] 96.3/242.7 MB
 40%[===================                               ] 96.4/242.7 MB
 40%[===================                               ] 96.4/242.7 MB
 40%[===================                               ] 96.4/242.7 MB
 40%[===================                               ] 96.4/242.7 MB
 40%[===================                               ] 96.4/242.7 MB
 40%[===================                               ] 96.4/242.7 MB
 40%[===================                               ] 96.4/242.7 MB
 40%[===================                               ] 96.4/242.7 MB
 40%[===================                               ] 96.4/242.7 MB
 40%[===================                               ] 96.4/242.7 MB
 40%[===================                               ] 96.4/242.7 MB
 40%[===================                               ] 96.4/242.7 MB
 40%[===================                               ] 96.4/242.7 MB
 40%[===================                               ] 96.5/242.7 MB
 40%[===================                               ] 96.5/242.7 MB
 40%[===================                               ] 96.5/242.7 MB
 40%[===================                               ] 96.5/242.7 MB
 40%[===================                               ] 96.5/242.7 MB
 40%[===================                               ] 96.5/242.7 MB
 40%[===================                               ] 96.5/242.7 MB
 40%[===================                               ] 96.5/242.7 MB
 40%[===================                               ] 96.5/242.7 MB
 40%[===================                               ] 96.5/242.7 MB
 40%[===================                               ] 96.5/242.7 MB
 40%[===================                               ] 96.5/242.7 MB
 40%[===================                               ] 96.5/242.7 MB
 40%[===================                               ] 96.6/242.7 MB
 40%[===================                               ] 96.6/242.7 MB
 40%[===================                               ] 96.6/242.7 MB
 40%[===================                               ] 96.6/242.7 MB
 40%[===================                               ] 96.6/242.7 MB
 40%[===================                               ] 96.6/242.7 MB
 40%[===================                               ] 96.6/242.7 MB
 40%[===================                               ] 96.6/242.7 MB
 40%[===================                               ] 96.6/242.7 MB
 40%[===================                               ] 96.6/242.7 MB
 40%[===================                               ] 96.6/242.7 MB
 40%[===================                               ] 96.6/242.7 MB
 40%[===================                               ] 96.6/242.7 MB
 40%[===================                               ] 96.7/242.7 MB
 40%[===================                               ] 96.7/242.7 MB
 40%[===================                               ] 96.7/242.7 MB
 40%[===================                               ] 96.7/242.7 MB
 40%[===================                               ] 96.7/242.7 MB
 40%[===================                               ] 96.7/242.7 MB
 40%[===================                               ] 96.7/242.7 MB
 40%[===================                               ] 96.7/242.7 MB
 40%[===================                               ] 96.7/242.7 MB
 40%[===================                               ] 96.7/242.7 MB
 40%[===================                               ] 96.7/242.7 MB
 40%[===================                               ] 96.7/242.7 MB
 40%[===================                               ] 96.8/242.7 MB
 40%[===================                               ] 96.8/242.7 MB
 40%[===================                               ] 96.8/242.7 MB
 40%[===================                               ] 96.8/242.7 MB
 40%[===================                               ] 96.8/242.7 MB
 40%[===================                               ] 96.8/242.7 MB
 40%[===================                               ] 96.8/242.7 MB
 40%[===================                               ] 96.8/242.7 MB
 40%[===================                               ] 96.8/242.7 MB
 40%[===================                               ] 96.8/242.7 MB
 40%[===================                               ] 96.8/242.7 MB
 40%[===================                               ] 96.8/242.7 MB
 40%[===================                               ] 96.8/242.7 MB
 40%[===================                               ] 96.9/242.7 MB
 40%[===================                               ] 96.9/242.7 MB
 40%[===================                               ] 96.9/242.7 MB
 40%[===================                               ] 96.9/242.7 MB
 40%[===================                               ] 96.9/242.7 MB
 40%[===================                               ] 96.9/242.7 MB
 40%[===================                               ] 96.9/242.7 MB
 40%[===================                               ] 96.9/242.7 MB
 40%[===================                               ] 96.9/242.7 MB
 40%[===================                               ] 96.9/242.7 MB
 40%[===================                               ] 96.9/242.7 MB
 40%[===================                               ] 96.9/242.7 MB
 40%[===================                               ] 96.9/242.7 MB
 40%[===================                               ] 97.0/242.7 MB
 40%[===================                               ] 97.0/242.7 MB
 40%[===================                               ] 97.0/242.7 MB
 40%[===================                               ] 97.0/242.7 MB
 40%[===================                               ] 97.0/242.7 MB
 40%[===================                               ] 97.0/242.7 MB
 40%[===================                               ] 97.0/242.7 MB
 40%[===================                               ] 97.0/242.7 MB
 40%[===================                               ] 97.0/242.7 MB
 40%[===================                               ] 97.0/242.7 MB
 40%[===================                               ] 97.0/242.7 MB
 40%[===================                               ] 97.0/242.7 MB
 40%[===================                               ] 97.0/242.7 MB
 40%[===================                               ] 97.1/242.7 MB
 40%[===================                               ] 97.1/242.7 MB
 40%[===================                               ] 97.1/242.7 MB
 40%[====================                              ] 97.1/242.7 MB
 40%[====================                              ] 97.1/242.7 MB
 40%[====================                              ] 97.1/242.7 MB
 40%[====================                              ] 97.1/242.7 MB
 40%[====================                              ] 97.1/242.7 MB
 40%[====================                              ] 97.1/242.7 MB
 40%[====================                              ] 97.1/242.7 MB
 40%[====================                              ] 97.1/242.7 MB
 40%[====================                              ] 97.1/242.7 MB
 40%[====================                              ] 97.1/242.7 MB
 40%[====================                              ] 97.2/242.7 MB
 40%[====================                              ] 97.2/242.7 MB
 40%[====================                              ] 97.2/242.7 MB
 40%[====================                              ] 97.2/242.7 MB
 40%[====================                              ] 97.2/242.7 MB
 40%[====================                              ] 97.2/242.7 MB
 40%[====================                              ] 97.2/242.7 MB
 40%[====================                              ] 97.2/242.7 MB
 40%[====================                              ] 97.2/242.7 MB
 40%[====================                              ] 97.2/242.7 MB
 40%[====================                              ] 97.2/242.7 MB
 40%[====================                              ] 97.2/242.7 MB
 40%[====================                              ] 97.2/242.7 MB
 40%[====================                              ] 97.3/242.7 MB
 40%[====================                              ] 97.3/242.7 MB
 40%[====================                              ] 97.3/242.7 MB
 40%[====================                              ] 97.3/242.7 MB
 40%[====================                              ] 97.3/242.7 MB
 40%[====================                              ] 97.3/242.7 MB
 40%[====================                              ] 97.3/242.7 MB
 40%[====================                              ] 97.3/242.7 MB
 40%[====================                              ] 97.3/242.7 MB
 40%[====================                              ] 97.3/242.7 MB
 40%[====================                              ] 97.3/242.7 MB
 40%[====================                              ] 97.3/242.7 MB
 40%[====================                              ] 97.4/242.7 MB
 40%[====================                              ] 97.4/242.7 MB
 40%[====================                              ] 97.4/242.7 MB
 40%[====================                              ] 97.4/242.7 MB
 40%[====================                              ] 97.4/242.7 MB
 40%[====================                              ] 97.4/242.7 MB
 40%[====================                              ] 97.4/242.7 MB
 40%[====================                              ] 97.4/242.7 MB
 40%[====================                              ] 97.4/242.7 MB
 40%[====================                              ] 97.4/242.7 MB
 40%[====================                              ] 97.4/242.7 MB
 40%[====================                              ] 97.4/242.7 MB
 40%[====================                              ] 97.4/242.7 MB
 40%[====================                              ] 97.5/242.7 MB
 40%[====================                              ] 97.5/242.7 MB
 40%[====================                              ] 97.5/242.7 MB
 40%[====================                              ] 97.5/242.7 MB
 40%[====================                              ] 97.5/242.7 MB
 40%[====================                              ] 97.5/242.7 MB
 40%[====================                              ] 97.5/242.7 MB
 40%[====================                              ] 97.5/242.7 MB
 40%[====================                              ] 97.5/242.7 MB
 40%[====================                              ] 97.5/242.7 MB
 40%[====================                              ] 97.5/242.7 MB
 40%[====================                              ] 97.5/242.7 MB
 40%[====================                              ] 97.5/242.7 MB
 40%[====================                              ] 97.6/242.7 MB
 40%[====================                              ] 97.6/242.7 MB
 40%[====================                              ] 97.6/242.7 MB
 40%[====================                              ] 97.6/242.7 MB
 40%[====================                              ] 97.6/242.7 MB
 40%[====================                              ] 97.6/242.7 MB
 40%[====================                              ] 97.6/242.7 MB
 40%[====================                              ] 97.6/242.7 MB
 40%[====================                              ] 97.6/242.7 MB
 40%[====================                              ] 97.6/242.7 MB
 40%[====================                              ] 97.6/242.7 MB
 40%[====================                              ] 97.6/242.7 MB
 40%[====================                              ] 97.6/242.7 MB
 40%[====================                              ] 97.7/242.7 MB
 40%[====================                              ] 97.7/242.7 MB
 40%[====================                              ] 97.7/242.7 MB
 40%[====================                              ] 97.7/242.7 MB
 40%[====================                              ] 97.7/242.7 MB
 40%[====================                              ] 97.7/242.7 MB
 40%[====================                              ] 97.7/242.7 MB
 40%[====================                              ] 97.7/242.7 MB
 40%[====================                              ] 97.7/242.7 MB
 40%[====================                              ] 97.7/242.7 MB
 40%[====================                              ] 97.7/242.7 MB
 40%[====================                              ] 97.7/242.7 MB
 40%[====================                              ] 97.8/242.7 MB
 40%[====================                              ] 97.8/242.7 MB
 40%[====================                              ] 97.8/242.7 MB
 40%[====================                              ] 97.8/242.7 MB
 40%[====================                              ] 97.8/242.7 MB
 40%[====================                              ] 97.8/242.7 MB
 40%[====================                              ] 97.8/242.7 MB
 40%[====================                              ] 97.8/242.7 MB
 40%[====================                              ] 97.8/242.7 MB
 40%[====================                              ] 97.8/242.7 MB
 40%[====================                              ] 97.8/242.7 MB
 40%[====================                              ] 97.8/242.7 MB
 40%[====================                              ] 97.8/242.7 MB
 40%[====================                              ] 97.9/242.7 MB
 40%[====================                              ] 97.9/242.7 MB
 40%[====================                              ] 97.9/242.7 MB
 40%[====================                              ] 97.9/242.7 MB
 40%[====================                              ] 97.9/242.7 MB
 40%[====================                              ] 97.9/242.7 MB
 40%[====================                              ] 97.9/242.7 MB
 40%[====================                              ] 97.9/242.7 MB
 40%[====================                              ] 97.9/242.7 MB
 40%[====================                              ] 97.9/242.7 MB
 40%[====================                              ] 97.9/242.7 MB
 40%[====================                              ] 97.9/242.7 MB
 40%[====================                              ] 97.9/242.7 MB
 40%[====================                              ] 98.0/242.7 MB
 40%[====================                              ] 98.0/242.7 MB
 40%[====================                              ] 98.0/242.7 MB
 40%[====================                              ] 98.0/242.7 MB
 40%[====================                              ] 98.0/242.7 MB
 40%[====================                              ] 98.0/242.7 MB
 40%[====================                              ] 98.0/242.7 MB
 40%[====================                              ] 98.0/242.7 MB
 40%[====================                              ] 98.0/242.7 MB
 40%[====================                              ] 98.0/242.7 MB
 40%[====================                              ] 98.0/242.7 MB
 40%[====================                              ] 98.0/242.7 MB
 40%[====================                              ] 98.0/242.7 MB
 40%[====================                              ] 98.1/242.7 MB
 40%[====================                              ] 98.1/242.7 MB
 40%[====================                              ] 98.1/242.7 MB
 40%[====================                              ] 98.1/242.7 MB
 40%[====================                              ] 98.1/242.7 MB
 40%[====================                              ] 98.1/242.7 MB
 40%[====================                              ] 98.1/242.7 MB
 40%[====================                              ] 98.1/242.7 MB
 40%[====================                              ] 98.1/242.7 MB
 40%[====================                              ] 98.1/242.7 MB
 40%[====================                              ] 98.1/242.7 MB
 40%[====================                              ] 98.1/242.7 MB
 40%[====================                              ] 98.1/242.7 MB
 40%[====================                              ] 98.2/242.7 MB
 40%[====================                              ] 98.2/242.7 MB
 40%[====================                              ] 98.2/242.7 MB
 40%[====================                              ] 98.2/242.7 MB
 40%[====================                              ] 98.2/242.7 MB
 40%[====================                              ] 98.2/242.7 MB
 40%[====================                              ] 98.2/242.7 MB
 40%[====================                              ] 98.2/242.7 MB
 40%[====================                              ] 98.2/242.7 MB
 40%[====================                              ] 98.2/242.7 MB
 40%[====================                              ] 98.2/242.7 MB
 40%[====================                              ] 98.2/242.7 MB
 40%[====================                              ] 98.2/242.7 MB
 40%[====================                              ] 98.3/242.7 MB
 40%[====================                              ] 98.3/242.7 MB
 40%[====================                              ] 98.3/242.7 MB
 40%[====================                              ] 98.3/242.7 MB
 41%[====================                              ] 98.3/242.7 MB
 41%[====================                              ] 98.3/242.7 MB
 41%[====================                              ] 98.3/242.7 MB
 41%[====================                              ] 98.3/242.7 MB
 41%[====================                              ] 98.3/242.7 MB
 41%[====================                              ] 98.3/242.7 MB
 41%[====================                              ] 98.3/242.7 MB
 41%[====================                              ] 98.3/242.7 MB
 41%[====================                              ] 98.4/242.7 MB
 41%[====================                              ] 98.4/242.7 MB
 41%[====================                              ] 98.4/242.7 MB
 41%[====================                              ] 98.4/242.7 MB
 41%[====================                              ] 98.4/242.7 MB
 41%[====================                              ] 98.4/242.7 MB
 41%[====================                              ] 98.4/242.7 MB
 41%[====================                              ] 98.4/242.7 MB
 41%[====================                              ] 98.4/242.7 MB
 41%[====================                              ] 98.4/242.7 MB
 41%[====================                              ] 98.4/242.7 MB
 41%[====================                              ] 98.4/242.7 MB
 41%[====================                              ] 98.4/242.7 MB
 41%[====================                              ] 98.5/242.7 MB
 41%[====================                              ] 98.5/242.7 MB
 41%[====================                              ] 98.5/242.7 MB
 41%[====================                              ] 98.5/242.7 MB
 41%[====================                              ] 98.5/242.7 MB
 41%[====================                              ] 98.5/242.7 MB
 41%[====================                              ] 98.5/242.7 MB
 41%[====================                              ] 98.5/242.7 MB
 41%[====================                              ] 98.5/242.7 MB
 41%[====================                              ] 98.5/242.7 MB
 41%[====================                              ] 98.5/242.7 MB
 41%[====================                              ] 98.5/242.7 MB
 41%[====================                              ] 98.5/242.7 MB
 41%[====================                              ] 98.6/242.7 MB
 41%[====================                              ] 98.6/242.7 MB
 41%[====================                              ] 98.6/242.7 MB
 41%[====================                              ] 98.6/242.7 MB
 41%[====================                              ] 98.6/242.7 MB
 41%[====================                              ] 98.6/242.7 MB
 41%[====================                              ] 98.6/242.7 MB
 41%[====================                              ] 98.6/242.7 MB
 41%[====================                              ] 98.6/242.7 MB
 41%[====================                              ] 98.6/242.7 MB
 41%[====================                              ] 98.6/242.7 MB
 41%[====================                              ] 98.6/242.7 MB
 41%[====================                              ] 98.6/242.7 MB
 41%[====================                              ] 98.7/242.7 MB
 41%[====================                              ] 98.7/242.7 MB
 41%[====================                              ] 98.7/242.7 MB
 41%[====================                              ] 98.7/242.7 MB
 41%[====================                              ] 98.7/242.7 MB
 41%[====================                              ] 98.7/242.7 MB
 41%[====================                              ] 98.7/242.7 MB
 41%[====================                              ] 98.7/242.7 MB
 41%[====================                              ] 98.7/242.7 MB
 41%[====================                              ] 98.7/242.7 MB
 41%[====================                              ] 98.7/242.7 MB
 41%[====================                              ] 98.7/242.7 MB
 41%[====================                              ] 98.8/242.7 MB
 41%[====================                              ] 98.8/242.7 MB
 41%[====================                              ] 98.8/242.7 MB
 41%[====================                              ] 98.8/242.7 MB
 41%[====================                              ] 98.8/242.7 MB
 41%[====================                              ] 98.8/242.7 MB
 41%[====================                              ] 98.8/242.7 MB
 41%[====================                              ] 98.8/242.7 MB
 41%[====================                              ] 98.8/242.7 MB
 41%[====================                              ] 98.8/242.7 MB
 41%[====================                              ] 98.8/242.7 MB
 41%[====================                              ] 98.8/242.7 MB
 41%[====================                              ] 98.8/242.7 MB
 41%[====================                              ] 98.9/242.7 MB
 41%[====================                              ] 98.9/242.7 MB
 41%[====================                              ] 98.9/242.7 MB
 41%[====================                              ] 98.9/242.7 MB
 41%[====================                              ] 98.9/242.7 MB
 41%[====================                              ] 98.9/242.7 MB
 41%[====================                              ] 98.9/242.7 MB
 41%[====================                              ] 98.9/242.7 MB
 41%[====================                              ] 98.9/242.7 MB
 41%[====================                              ] 98.9/242.7 MB
 41%[====================                              ] 98.9/242.7 MB
 41%[====================                              ] 98.9/242.7 MB
 41%[====================                              ] 98.9/242.7 MB
 41%[====================                              ] 99.0/242.7 MB
 41%[====================                              ] 99.0/242.7 MB
 41%[====================                              ] 99.0/242.7 MB
 41%[====================                              ] 99.0/242.7 MB
 41%[====================                              ] 99.0/242.7 MB
 41%[====================                              ] 99.0/242.7 MB
 41%[====================                              ] 99.0/242.7 MB
 41%[====================                              ] 99.0/242.7 MB
 41%[====================                              ] 99.0/242.7 MB
 41%[====================                              ] 99.0/242.7 MB
 41%[====================                              ] 99.0/242.7 MB
 41%[====================                              ] 99.0/242.7 MB
 41%[====================                              ] 99.0/242.7 MB
 41%[====================                              ] 99.1/242.7 MB
 41%[====================                              ] 99.1/242.7 MB
 41%[====================                              ] 99.1/242.7 MB
 41%[====================                              ] 99.1/242.7 MB
 41%[====================                              ] 99.1/242.7 MB
 41%[====================                              ] 99.1/242.7 MB
 41%[====================                              ] 99.1/242.7 MB
 41%[====================                              ] 99.1/242.7 MB
 41%[====================                              ] 99.1/242.7 MB
 41%[====================                              ] 99.1/242.7 MB
 41%[====================                              ] 99.1/242.7 MB
 41%[====================                              ] 99.1/242.7 MB
 41%[====================                              ] 99.1/242.7 MB
 41%[====================                              ] 99.2/242.7 MB
 41%[====================                              ] 99.2/242.7 MB
 41%[====================                              ] 99.2/242.7 MB
 41%[====================                              ] 99.2/242.7 MB
 41%[====================                              ] 99.2/242.7 MB
 41%[====================                              ] 99.2/242.7 MB
 41%[====================                              ] 99.2/242.7 MB
 41%[====================                              ] 99.2/242.7 MB
 41%[====================                              ] 99.2/242.7 MB
 41%[====================                              ] 99.2/242.7 MB
 41%[====================                              ] 99.2/242.7 MB
 41%[====================                              ] 99.2/242.7 MB
 41%[====================                              ] 99.2/242.7 MB
 41%[====================                              ] 99.3/242.7 MB
 41%[====================                              ] 99.3/242.7 MB
 41%[====================                              ] 99.3/242.7 MB
 41%[====================                              ] 99.3/242.7 MB
 41%[====================                              ] 99.3/242.7 MB
 41%[====================                              ] 99.3/242.7 MB
 41%[====================                              ] 99.3/242.7 MB
 41%[====================                              ] 99.3/242.7 MB
 41%[====================                              ] 99.3/242.7 MB
 41%[====================                              ] 99.3/242.7 MB
 41%[====================                              ] 99.3/242.7 MB
 41%[====================                              ] 99.3/242.7 MB
 41%[====================                              ] 99.4/242.7 MB
 41%[====================                              ] 99.4/242.7 MB
 41%[====================                              ] 99.4/242.7 MB
 41%[====================                              ] 99.4/242.7 MB
 41%[====================                              ] 99.4/242.7 MB
 41%[====================                              ] 99.4/242.7 MB
 41%[====================                              ] 99.4/242.7 MB
 41%[====================                              ] 99.4/242.7 MB
 41%[====================                              ] 99.4/242.7 MB
 41%[====================                              ] 99.4/242.7 MB
 41%[====================                              ] 99.4/242.7 MB
 41%[====================                              ] 99.4/242.7 MB
 41%[====================                              ] 99.4/242.7 MB
 41%[====================                              ] 99.5/242.7 MB
 41%[====================                              ] 99.5/242.7 MB
 41%[====================                              ] 99.5/242.7 MB
 41%[====================                              ] 99.5/242.7 MB
 41%[====================                              ] 99.5/242.7 MB
 41%[====================                              ] 99.5/242.7 MB
 41%[====================                              ] 99.5/242.7 MB
 41%[====================                              ] 99.5/242.7 MB
 41%[====================                              ] 99.5/242.7 MB
 41%[====================                              ] 99.5/242.7 MB
 41%[====================                              ] 99.5/242.7 MB
 41%[====================                              ] 99.5/242.7 MB
 41%[====================                              ] 99.5/242.7 MB
 41%[====================                              ] 99.6/242.7 MB
 41%[====================                              ] 99.6/242.7 MB
 41%[====================                              ] 99.6/242.7 MB
 41%[====================                              ] 99.6/242.7 MB
 41%[====================                              ] 99.6/242.7 MB
 41%[====================                              ] 99.6/242.7 MB
 41%[====================                              ] 99.6/242.7 MB
 41%[====================                              ] 99.6/242.7 MB
 41%[====================                              ] 99.6/242.7 MB
 41%[====================                              ] 99.6/242.7 MB
 41%[====================                              ] 99.6/242.7 MB
 41%[====================                              ] 99.6/242.7 MB
 41%[====================                              ] 99.6/242.7 MB
 41%[====================                              ] 99.7/242.7 MB
 41%[====================                              ] 99.7/242.7 MB
 41%[====================                              ] 99.7/242.7 MB
 41%[====================                              ] 99.7/242.7 MB
 41%[====================                              ] 99.7/242.7 MB
 41%[====================                              ] 99.7/242.7 MB
 41%[====================                              ] 99.7/242.7 MB
 41%[====================                              ] 99.7/242.7 MB
 41%[====================                              ] 99.7/242.7 MB
 41%[====================                              ] 99.7/242.7 MB
 41%[====================                              ] 99.7/242.7 MB
 41%[====================                              ] 99.7/242.7 MB
 41%[====================                              ] 99.8/242.7 MB
 41%[====================                              ] 99.8/242.7 MB
 41%[====================                              ] 99.8/242.7 MB
 41%[====================                              ] 99.8/242.7 MB
 41%[====================                              ] 99.8/242.7 MB
 41%[====================                              ] 99.8/242.7 MB
 41%[====================                              ] 99.8/242.7 MB
 41%[====================                              ] 99.8/242.7 MB
 41%[====================                              ] 99.8/242.7 MB
 41%[====================                              ] 99.8/242.7 MB
 41%[====================                              ] 99.8/242.7 MB
 41%[====================                              ] 99.8/242.7 MB
 41%[====================                              ] 99.8/242.7 MB
 41%[====================                              ] 99.9/242.7 MB
 41%[====================                              ] 99.9/242.7 MB
 41%[====================                              ] 99.9/242.7 MB
 41%[====================                              ] 99.9/242.7 MB
 41%[====================                              ] 99.9/242.7 MB
 41%[====================                              ] 99.9/242.7 MB
 41%[====================                              ] 99.9/242.7 MB
 41%[====================                              ] 99.9/242.7 MB
 41%[====================                              ] 99.9/242.7 MB
 41%[====================                              ] 99.9/242.7 MB
 41%[====================                              ] 99.9/242.7 MB
 41%[====================                              ] 99.9/242.7 MB
 41%[====================                              ] 99.9/242.7 MB
 41%[====================                              ] 100.0/242.7 MB
 41%[====================                              ] 100.0/242.7 MB
 41%[====================                              ] 100.0/242.7 MB
 41%[====================                              ] 100.0/242.7 MB
 41%[====================                              ] 100.0/242.7 MB
 41%[====================                              ] 100.0/242.7 MB
 41%[====================                              ] 100.0/242.7 MB
 41%[====================                              ] 100.0/242.7 MB
 41%[====================                              ] 100.0/242.7 MB
 41%[====================                              ] 100.0/242.7 MB
 41%[====================                              ] 100.0/242.7 MB
 41%[====================                              ] 100.0/242.7 MB
 41%[====================                              ] 100.0/242.7 MB
 41%[====================                              ] 100.1/242.7 MB
 41%[====================                              ] 100.1/242.7 MB
 41%[====================                              ] 100.1/242.7 MB
 41%[====================                              ] 100.1/242.7 MB
 41%[====================                              ] 100.1/242.7 MB
 41%[====================                              ] 100.1/242.7 MB
 41%[====================                              ] 100.1/242.7 MB
 41%[====================                              ] 100.1/242.7 MB
 41%[====================                              ] 100.1/242.7 MB
 41%[====================                              ] 100.1/242.7 MB
 41%[====================                              ] 100.1/242.7 MB
 41%[====================                              ] 100.1/242.7 MB
 41%[====================                              ] 100.1/242.7 MB
 41%[====================                              ] 100.2/242.7 MB
 41%[====================                              ] 100.2/242.7 MB
 41%[====================                              ] 100.2/242.7 MB
 41%[====================                              ] 100.2/242.7 MB
 41%[====================                              ] 100.2/242.7 MB
 41%[====================                              ] 100.2/242.7 MB
 41%[====================                              ] 100.2/242.7 MB
 41%[====================                              ] 100.2/242.7 MB
 41%[====================                              ] 100.2/242.7 MB
 41%[====================                              ] 100.2/242.7 MB
 41%[====================                              ] 100.2/242.7 MB
 41%[====================                              ] 100.2/242.7 MB
 41%[====================                              ] 100.2/242.7 MB
 41%[====================                              ] 100.3/242.7 MB
 41%[====================                              ] 100.3/242.7 MB
 41%[====================                              ] 100.3/242.7 MB
 41%[====================                              ] 100.3/242.7 MB
 41%[====================                              ] 100.3/242.7 MB
 41%[====================                              ] 100.3/242.7 MB
 41%[====================                              ] 100.3/242.7 MB
 41%[====================                              ] 100.3/242.7 MB
 41%[====================                              ] 100.3/242.7 MB
 41%[====================                              ] 100.3/242.7 MB
 41%[====================                              ] 100.3/242.7 MB
 41%[====================                              ] 100.3/242.7 MB
 41%[====================                              ] 100.4/242.7 MB
 41%[====================                              ] 100.4/242.7 MB
 41%[====================                              ] 100.4/242.7 MB
 41%[====================                              ] 100.4/242.7 MB
 41%[====================                              ] 100.4/242.7 MB
 41%[====================                              ] 100.4/242.7 MB
 41%[====================                              ] 100.4/242.7 MB
 41%[====================                              ] 100.4/242.7 MB
 41%[====================                              ] 100.4/242.7 MB
 41%[====================                              ] 100.4/242.7 MB
 41%[====================                              ] 100.4/242.7 MB
 41%[====================                              ] 100.4/242.7 MB
 41%[====================                              ] 100.4/242.7 MB
 41%[====================                              ] 100.5/242.7 MB
 41%[====================                              ] 100.5/242.7 MB
 41%[====================                              ] 100.5/242.7 MB
 41%[====================                              ] 100.5/242.7 MB
 41%[====================                              ] 100.5/242.7 MB
 41%[====================                              ] 100.5/242.7 MB
 41%[====================                              ] 100.5/242.7 MB
 41%[====================                              ] 100.5/242.7 MB
 41%[====================                              ] 100.5/242.7 MB
 41%[====================                              ] 100.5/242.7 MB
 41%[====================                              ] 100.5/242.7 MB
 41%[====================                              ] 100.5/242.7 MB
 41%[====================                              ] 100.5/242.7 MB
 41%[====================                              ] 100.6/242.7 MB
 41%[====================                              ] 100.6/242.7 MB
 41%[====================                              ] 100.6/242.7 MB
 41%[====================                              ] 100.6/242.7 MB
 41%[====================                              ] 100.6/242.7 MB
 41%[====================                              ] 100.6/242.7 MB
 41%[====================                              ] 100.6/242.7 MB
 41%[====================                              ] 100.6/242.7 MB
 41%[====================                              ] 100.6/242.7 MB
 41%[====================                              ] 100.6/242.7 MB
 41%[====================                              ] 100.6/242.7 MB
 41%[====================                              ] 100.6/242.7 MB
 41%[====================                              ] 100.6/242.7 MB
 41%[====================                              ] 100.7/242.7 MB
 41%[====================                              ] 100.7/242.7 MB
 41%[====================                              ] 100.7/242.7 MB
 41%[====================                              ] 100.7/242.7 MB
 41%[====================                              ] 100.7/242.7 MB
 41%[====================                              ] 100.7/242.7 MB
 41%[====================                              ] 100.7/242.7 MB
 41%[====================                              ] 100.7/242.7 MB
 42%[====================                              ] 100.7/242.7 MB
 42%[====================                              ] 100.7/242.7 MB
 42%[====================                              ] 100.7/242.7 MB
 42%[====================                              ] 100.7/242.7 MB
 42%[====================                              ] 100.8/242.7 MB
 42%[====================                              ] 100.8/242.7 MB
 42%[====================                              ] 100.8/242.7 MB
 42%[====================                              ] 100.8/242.7 MB
 42%[====================                              ] 100.8/242.7 MB
 42%[====================                              ] 100.8/242.7 MB
 42%[====================                              ] 100.8/242.7 MB
 42%[====================                              ] 100.8/242.7 MB
 42%[====================                              ] 100.8/242.7 MB
 42%[====================                              ] 100.8/242.7 MB
 42%[====================                              ] 100.8/242.7 MB
 42%[====================                              ] 100.8/242.7 MB
 42%[====================                              ] 100.8/242.7 MB
 42%[====================                              ] 100.9/242.7 MB
 42%[====================                              ] 100.9/242.7 MB
 42%[====================                              ] 100.9/242.7 MB
 42%[====================                              ] 100.9/242.7 MB
 42%[====================                              ] 100.9/242.7 MB
 42%[====================                              ] 100.9/242.7 MB
 42%[====================                              ] 100.9/242.7 MB
 42%[====================                              ] 100.9/242.7 MB
 42%[====================                              ] 100.9/242.7 MB
 42%[====================                              ] 100.9/242.7 MB
 42%[====================                              ] 100.9/242.7 MB
 42%[====================                              ] 100.9/242.7 MB
 42%[====================                              ] 100.9/242.7 MB
 42%[====================                              ] 101.0/242.7 MB
 42%[====================                              ] 101.0/242.7 MB
 42%[====================                              ] 101.0/242.7 MB
 42%[====================                              ] 101.0/242.7 MB
 42%[====================                              ] 101.0/242.7 MB
 42%[====================                              ] 101.0/242.7 MB
 42%[====================                              ] 101.0/242.7 MB
 42%[====================                              ] 101.0/242.7 MB
 42%[====================                              ] 101.0/242.7 MB
 42%[====================                              ] 101.0/242.7 MB
 42%[====================                              ] 101.0/242.7 MB
 42%[====================                              ] 101.0/242.7 MB
 42%[====================                              ] 101.0/242.7 MB
 42%[====================                              ] 101.1/242.7 MB
 42%[====================                              ] 101.1/242.7 MB
 42%[====================                              ] 101.1/242.7 MB
 42%[====================                              ] 101.1/242.7 MB
 42%[====================                              ] 101.1/242.7 MB
 42%[====================                              ] 101.1/242.7 MB
 42%[====================                              ] 101.1/242.7 MB
 42%[====================                              ] 101.1/242.7 MB
 42%[====================                              ] 101.1/242.7 MB
 42%[====================                              ] 101.1/242.7 MB
 42%[====================                              ] 101.1/242.7 MB
 42%[====================                              ] 101.1/242.7 MB
 42%[====================                              ] 101.1/242.7 MB
 42%[====================                              ] 101.2/242.7 MB
 42%[====================                              ] 101.2/242.7 MB
 42%[====================                              ] 101.2/242.7 MB
 42%[====================                              ] 101.2/242.7 MB
 42%[====================                              ] 101.2/242.7 MB
 42%[====================                              ] 101.2/242.7 MB
 42%[====================                              ] 101.2/242.7 MB
 42%[====================                              ] 101.2/242.7 MB
 42%[====================                              ] 101.2/242.7 MB
 42%[====================                              ] 101.2/242.7 MB
 42%[====================                              ] 101.2/242.7 MB
 42%[====================                              ] 101.2/242.7 MB
 42%[====================                              ] 101.2/242.7 MB
 42%[====================                              ] 101.3/242.7 MB
 42%[====================                              ] 101.3/242.7 MB
 42%[====================                              ] 101.3/242.7 MB
 42%[====================                              ] 101.3/242.7 MB
 42%[====================                              ] 101.3/242.7 MB
 42%[====================                              ] 101.3/242.7 MB
 42%[====================                              ] 101.3/242.7 MB
 42%[====================                              ] 101.3/242.7 MB
 42%[====================                              ] 101.3/242.7 MB
 42%[====================                              ] 101.3/242.7 MB
 42%[====================                              ] 101.3/242.7 MB
 42%[====================                              ] 101.3/242.7 MB
 42%[====================                              ] 101.4/242.7 MB
 42%[====================                              ] 101.4/242.7 MB
 42%[====================                              ] 101.4/242.7 MB
 42%[====================                              ] 101.4/242.7 MB
 42%[====================                              ] 101.4/242.7 MB
 42%[====================                              ] 101.4/242.7 MB
 42%[====================                              ] 101.4/242.7 MB
 42%[====================                              ] 101.4/242.7 MB
 42%[====================                              ] 101.4/242.7 MB
 42%[====================                              ] 101.4/242.7 MB
 42%[====================                              ] 101.4/242.7 MB
 42%[====================                              ] 101.4/242.7 MB
 42%[====================                              ] 101.4/242.7 MB
 42%[====================                              ] 101.5/242.7 MB
 42%[====================                              ] 101.5/242.7 MB
 42%[====================                              ] 101.5/242.7 MB
 42%[====================                              ] 101.5/242.7 MB
 42%[====================                              ] 101.5/242.7 MB
 42%[====================                              ] 101.5/242.7 MB
 42%[====================                              ] 101.5/242.7 MB
 42%[====================                              ] 101.5/242.7 MB
 42%[====================                              ] 101.5/242.7 MB
 42%[====================                              ] 101.5/242.7 MB
 42%[====================                              ] 101.5/242.7 MB
 42%[====================                              ] 101.5/242.7 MB
 42%[====================                              ] 101.5/242.7 MB
 42%[====================                              ] 101.6/242.7 MB
 42%[====================                              ] 101.6/242.7 MB
 42%[====================                              ] 101.6/242.7 MB
 42%[====================                              ] 101.6/242.7 MB
 42%[====================                              ] 101.6/242.7 MB
 42%[====================                              ] 101.6/242.7 MB
 42%[====================                              ] 101.6/242.7 MB
 42%[====================                              ] 101.6/242.7 MB
 42%[====================                              ] 101.6/242.7 MB
 42%[====================                              ] 101.6/242.7 MB
 42%[====================                              ] 101.6/242.7 MB
 42%[====================                              ] 101.6/242.7 MB
 42%[====================                              ] 101.6/242.7 MB
 42%[====================                              ] 101.7/242.7 MB
 42%[====================                              ] 101.7/242.7 MB
 42%[====================                              ] 101.7/242.7 MB
 42%[====================                              ] 101.7/242.7 MB
 42%[====================                              ] 101.7/242.7 MB
 42%[====================                              ] 101.7/242.7 MB
 42%[====================                              ] 101.7/242.7 MB
 42%[====================                              ] 101.7/242.7 MB
 42%[====================                              ] 101.7/242.7 MB
 42%[====================                              ] 101.7/242.7 MB
 42%[====================                              ] 101.7/242.7 MB
 42%[====================                              ] 101.7/242.7 MB
 42%[====================                              ] 101.8/242.7 MB
 42%[====================                              ] 101.8/242.7 MB
 42%[====================                              ] 101.8/242.7 MB
 42%[====================                              ] 101.8/242.7 MB
 42%[====================                              ] 101.8/242.7 MB
 42%[====================                              ] 101.8/242.7 MB
 42%[====================                              ] 101.8/242.7 MB
 42%[====================                              ] 101.8/242.7 MB
 42%[====================                              ] 101.8/242.7 MB
 42%[====================                              ] 101.8/242.7 MB
 42%[====================                              ] 101.8/242.7 MB
 42%[====================                              ] 101.8/242.7 MB
 42%[====================                              ] 101.8/242.7 MB
 42%[====================                              ] 101.9/242.7 MB
 42%[====================                              ] 101.9/242.7 MB
 42%[====================                              ] 101.9/242.7 MB
 42%[====================                              ] 101.9/242.7 MB
 42%[====================                              ] 101.9/242.7 MB
 42%[====================                              ] 101.9/242.7 MB
 42%[====================                              ] 101.9/242.7 MB
 42%[====================                              ] 101.9/242.7 MB
 42%[====================                              ] 101.9/242.7 MB
 42%[====================                              ] 101.9/242.7 MB
 42%[=====================                             ] 101.9/242.7 MB
 42%[=====================                             ] 101.9/242.7 MB
 42%[=====================                             ] 101.9/242.7 MB
 42%[=====================                             ] 102.0/242.7 MB
 42%[=====================                             ] 102.0/242.7 MB
 42%[=====================                             ] 102.0/242.7 MB
 42%[=====================                             ] 102.0/242.7 MB
 42%[=====================                             ] 102.0/242.7 MB
 42%[=====================                             ] 102.0/242.7 MB
 42%[=====================                             ] 102.0/242.7 MB
 42%[=====================                             ] 102.0/242.7 MB
 42%[=====================                             ] 102.0/242.7 MB
 42%[=====================                             ] 102.0/242.7 MB
 42%[=====================                             ] 102.0/242.7 MB
 42%[=====================                             ] 102.0/242.7 MB
 42%[=====================                             ] 102.0/242.7 MB
 42%[=====================                             ] 102.1/242.7 MB
 42%[=====================                             ] 102.1/242.7 MB
 42%[=====================                             ] 102.1/242.7 MB
 42%[=====================                             ] 102.1/242.7 MB
 42%[=====================                             ] 102.1/242.7 MB
 42%[=====================                             ] 102.1/242.7 MB
 42%[=====================                             ] 102.1/242.7 MB
 42%[=====================                             ] 102.1/242.7 MB
 42%[=====================                             ] 102.1/242.7 MB
 42%[=====================                             ] 102.1/242.7 MB
 42%[=====================                             ] 102.1/242.7 MB
 42%[=====================                             ] 102.1/242.7 MB
 42%[=====================                             ] 102.1/242.7 MB
 42%[=====================                             ] 102.2/242.7 MB
 42%[=====================                             ] 102.2/242.7 MB
 42%[=====================                             ] 102.2/242.7 MB
 42%[=====================                             ] 102.2/242.7 MB
 42%[=====================                             ] 102.2/242.7 MB
 42%[=====================                             ] 102.2/242.7 MB
 42%[=====================                             ] 102.2/242.7 MB
 42%[=====================                             ] 102.2/242.7 MB
 42%[=====================                             ] 102.2/242.7 MB
 42%[=====================                             ] 102.2/242.7 MB
 42%[=====================                             ] 102.2/242.7 MB
 42%[=====================                             ] 102.2/242.7 MB
 42%[=====================                             ] 102.2/242.7 MB
 42%[=====================                             ] 102.3/242.7 MB
 42%[=====================                             ] 102.3/242.7 MB
 42%[=====================                             ] 102.3/242.7 MB
 42%[=====================                             ] 102.3/242.7 MB
 42%[=====================                             ] 102.3/242.7 MB
 42%[=====================                             ] 102.3/242.7 MB
 42%[=====================                             ] 102.3/242.7 MB
 42%[=====================                             ] 102.3/242.7 MB
 42%[=====================                             ] 102.3/242.7 MB
 42%[=====================                             ] 102.3/242.7 MB
 42%[=====================                             ] 102.3/242.7 MB
 42%[=====================                             ] 102.3/242.7 MB
 42%[=====================                             ] 102.4/242.7 MB
 42%[=====================                             ] 102.4/242.7 MB
 42%[=====================                             ] 102.4/242.7 MB
 42%[=====================                             ] 102.4/242.7 MB
 42%[=====================                             ] 102.4/242.7 MB
 42%[=====================                             ] 102.4/242.7 MB
 42%[=====================                             ] 102.4/242.7 MB
 42%[=====================                             ] 102.4/242.7 MB
 42%[=====================                             ] 102.4/242.7 MB
 42%[=====================                             ] 102.4/242.7 MB
 42%[=====================                             ] 102.4/242.7 MB
 42%[=====================                             ] 102.4/242.7 MB
 42%[=====================                             ] 102.4/242.7 MB
 42%[=====================                             ] 102.5/242.7 MB
 42%[=====================                             ] 102.5/242.7 MB
 42%[=====================                             ] 102.5/242.7 MB
 42%[=====================                             ] 102.5/242.7 MB
 42%[=====================                             ] 102.5/242.7 MB
 42%[=====================                             ] 102.5/242.7 MB
 42%[=====================                             ] 102.5/242.7 MB
 42%[=====================                             ] 102.5/242.7 MB
 42%[=====================                             ] 102.5/242.7 MB
 42%[=====================                             ] 102.5/242.7 MB
 42%[=====================                             ] 102.5/242.7 MB
 42%[=====================                             ] 102.5/242.7 MB
 42%[=====================                             ] 102.5/242.7 MB
 42%[=====================                             ] 102.6/242.7 MB
 42%[=====================                             ] 102.6/242.7 MB
 42%[=====================                             ] 102.6/242.7 MB
 42%[=====================                             ] 102.6/242.7 MB
 42%[=====================                             ] 102.6/242.7 MB
 42%[=====================                             ] 102.6/242.7 MB
 42%[=====================                             ] 102.6/242.7 MB
 42%[=====================                             ] 102.6/242.7 MB
 42%[=====================                             ] 102.6/242.7 MB
 42%[=====================                             ] 102.6/242.7 MB
 42%[=====================                             ] 102.6/242.7 MB
 42%[=====================                             ] 102.6/242.7 MB
 42%[=====================                             ] 102.6/242.7 MB
 42%[=====================                             ] 102.7/242.7 MB
 42%[=====================                             ] 102.7/242.7 MB
 42%[=====================                             ] 102.7/242.7 MB
 42%[=====================                             ] 102.7/242.7 MB
 42%[=====================                             ] 102.7/242.7 MB
 42%[=====================                             ] 102.7/242.7 MB
 42%[=====================                             ] 102.7/242.7 MB
 42%[=====================                             ] 102.7/242.7 MB
 42%[=====================                             ] 102.7/242.7 MB
 42%[=====================                             ] 102.7/242.7 MB
 42%[=====================                             ] 102.7/242.7 MB
 42%[=====================                             ] 102.7/242.7 MB
 42%[=====================                             ] 102.8/242.7 MB
 42%[=====================                             ] 102.8/242.7 MB
 42%[=====================                             ] 102.8/242.7 MB
 42%[=====================                             ] 102.8/242.7 MB
 42%[=====================                             ] 102.8/242.7 MB
 42%[=====================                             ] 102.8/242.7 MB
 42%[=====================                             ] 102.8/242.7 MB
 42%[=====================                             ] 102.8/242.7 MB
 42%[=====================                             ] 102.8/242.7 MB
 42%[=====================                             ] 102.8/242.7 MB
 42%[=====================                             ] 102.8/242.7 MB
 42%[=====================                             ] 102.8/242.7 MB
 42%[=====================                             ] 102.8/242.7 MB
 42%[=====================                             ] 102.9/242.7 MB
 42%[=====================                             ] 102.9/242.7 MB
 42%[=====================                             ] 102.9/242.7 MB
 42%[=====================                             ] 102.9/242.7 MB
 42%[=====================                             ] 102.9/242.7 MB
 42%[=====================                             ] 102.9/242.7 MB
 42%[=====================                             ] 102.9/242.7 MB
 42%[=====================                             ] 102.9/242.7 MB
 42%[=====================                             ] 102.9/242.7 MB
 42%[=====================                             ] 102.9/242.7 MB
 42%[=====================                             ] 102.9/242.7 MB
 42%[=====================                             ] 102.9/242.7 MB
 42%[=====================                             ] 102.9/242.7 MB
 42%[=====================                             ] 103.0/242.7 MB
 42%[=====================                             ] 103.0/242.7 MB
 42%[=====================                             ] 103.0/242.7 MB
 42%[=====================                             ] 103.0/242.7 MB
 42%[=====================                             ] 103.0/242.7 MB
 42%[=====================                             ] 103.0/242.7 MB
 42%[=====================                             ] 103.0/242.7 MB
 42%[=====================                             ] 103.0/242.7 MB
 42%[=====================                             ] 103.0/242.7 MB
 42%[=====================                             ] 103.0/242.7 MB
 42%[=====================                             ] 103.0/242.7 MB
 42%[=====================                             ] 103.0/242.7 MB
 42%[=====================                             ] 103.0/242.7 MB
 42%[=====================                             ] 103.1/242.7 MB
 42%[=====================                             ] 103.1/242.7 MB
 42%[=====================                             ] 103.1/242.7 MB
 42%[=====================                             ] 103.1/242.7 MB
 42%[=====================                             ] 103.1/242.7 MB
 42%[=====================                             ] 103.1/242.7 MB
 42%[=====================                             ] 103.1/242.7 MB
 42%[=====================                             ] 103.1/242.7 MB
 42%[=====================                             ] 103.1/242.7 MB
 42%[=====================                             ] 103.1/242.7 MB
 42%[=====================                             ] 103.1/242.7 MB
 43%[=====================                             ] 103.1/242.7 MB
 43%[=====================                             ] 103.1/242.7 MB
 43%[=====================                             ] 103.2/242.7 MB
 43%[=====================                             ] 103.2/242.7 MB
 43%[=====================                             ] 103.2/242.7 MB
 43%[=====================                             ] 103.2/242.7 MB
 43%[=====================                             ] 103.2/242.7 MB
 43%[=====================                             ] 103.2/242.7 MB
 43%[=====================                             ] 103.2/242.7 MB
 43%[=====================                             ] 103.2/242.7 MB
 43%[=====================                             ] 103.2/242.7 MB
 43%[=====================                             ] 103.2/242.7 MB
 43%[=====================                             ] 103.2/242.7 MB
 43%[=====================                             ] 103.2/242.7 MB
 43%[=====================                             ] 103.2/242.7 MB
 43%[=====================                             ] 103.3/242.7 MB
 43%[=====================                             ] 103.3/242.7 MB
 43%[=====================                             ] 103.3/242.7 MB
 43%[=====================                             ] 103.3/242.7 MB
 43%[=====================                             ] 103.3/242.7 MB
 43%[=====================                             ] 103.3/242.7 MB
 43%[=====================                             ] 103.3/242.7 MB
 43%[=====================                             ] 103.3/242.7 MB
 43%[=====================                             ] 103.3/242.7 MB
 43%[=====================                             ] 103.3/242.7 MB
 43%[=====================                             ] 103.3/242.7 MB
 43%[=====================                             ] 103.3/242.7 MB
 43%[=====================                             ] 103.4/242.7 MB
 43%[=====================                             ] 103.4/242.7 MB
 43%[=====================                             ] 103.4/242.7 MB
 43%[=====================                             ] 103.4/242.7 MB
 43%[=====================                             ] 103.4/242.7 MB
 43%[=====================                             ] 103.4/242.7 MB
 43%[=====================                             ] 103.4/242.7 MB
 43%[=====================                             ] 103.4/242.7 MB
 43%[=====================                             ] 103.4/242.7 MB
 43%[=====================                             ] 103.4/242.7 MB
 43%[=====================                             ] 103.4/242.7 MB
 43%[=====================                             ] 103.4/242.7 MB
 43%[=====================                             ] 103.4/242.7 MB
 43%[=====================                             ] 103.5/242.7 MB
 43%[=====================                             ] 103.5/242.7 MB
 43%[=====================                             ] 103.5/242.7 MB
 43%[=====================                             ] 103.5/242.7 MB
 43%[=====================                             ] 103.5/242.7 MB
 43%[=====================                             ] 103.5/242.7 MB
 43%[=====================                             ] 103.5/242.7 MB
 43%[=====================                             ] 103.5/242.7 MB
 43%[=====================                             ] 103.5/242.7 MB
 43%[=====================                             ] 103.5/242.7 MB
 43%[=====================                             ] 103.5/242.7 MB
 43%[=====================                             ] 103.5/242.7 MB
 43%[=====================                             ] 103.5/242.7 MB
 43%[=====================                             ] 103.6/242.7 MB
 43%[=====================                             ] 103.6/242.7 MB
 43%[=====================                             ] 103.6/242.7 MB
 43%[=====================                             ] 103.6/242.7 MB
 43%[=====================                             ] 103.6/242.7 MB
 43%[=====================                             ] 103.6/242.7 MB
 43%[=====================                             ] 103.6/242.7 MB
 43%[=====================                             ] 103.6/242.7 MB
 43%[=====================                             ] 103.6/242.7 MB
 43%[=====================                             ] 103.6/242.7 MB
 43%[=====================                             ] 103.6/242.7 MB
 43%[=====================                             ] 103.6/242.7 MB
 43%[=====================                             ] 103.6/242.7 MB
 43%[=====================                             ] 103.7/242.7 MB
 43%[=====================                             ] 103.7/242.7 MB
 43%[=====================                             ] 103.7/242.7 MB
 43%[=====================                             ] 103.7/242.7 MB
 43%[=====================                             ] 103.7/242.7 MB
 43%[=====================                             ] 103.7/242.7 MB
 43%[=====================                             ] 103.7/242.7 MB
 43%[=====================                             ] 103.7/242.7 MB
 43%[=====================                             ] 103.7/242.7 MB
 43%[=====================                             ] 103.7/242.7 MB
 43%[=====================                             ] 103.7/242.7 MB
 43%[=====================                             ] 103.7/242.7 MB
 43%[=====================                             ] 103.8/242.7 MB
 43%[=====================                             ] 103.8/242.7 MB
 43%[=====================                             ] 103.8/242.7 MB
 43%[=====================                             ] 103.8/242.7 MB
 43%[=====================                             ] 103.8/242.7 MB
 43%[=====================                             ] 103.8/242.7 MB
 43%[=====================                             ] 103.8/242.7 MB
 43%[=====================                             ] 103.8/242.7 MB
 43%[=====================                             ] 103.8/242.7 MB
 43%[=====================                             ] 103.8/242.7 MB
 43%[=====================                             ] 103.8/242.7 MB
 43%[=====================                             ] 103.8/242.7 MB
 43%[=====================                             ] 103.8/242.7 MB
 43%[=====================                             ] 103.9/242.7 MB
 43%[=====================                             ] 103.9/242.7 MB
 43%[=====================                             ] 103.9/242.7 MB
 43%[=====================                             ] 103.9/242.7 MB
 43%[=====================                             ] 103.9/242.7 MB
 43%[=====================                             ] 103.9/242.7 MB
 43%[=====================                             ] 103.9/242.7 MB
 43%[=====================                             ] 103.9/242.7 MB
 43%[=====================                             ] 103.9/242.7 MB
 43%[=====================                             ] 103.9/242.7 MB
 43%[=====================                             ] 103.9/242.7 MB
 43%[=====================                             ] 103.9/242.7 MB
 43%[=====================                             ] 103.9/242.7 MB
 43%[=====================                             ] 104.0/242.7 MB
 43%[=====================                             ] 104.0/242.7 MB
 43%[=====================                             ] 104.0/242.7 MB
 43%[=====================                             ] 104.0/242.7 MB
 43%[=====================                             ] 104.0/242.7 MB
 43%[=====================                             ] 104.0/242.7 MB
 43%[=====================                             ] 104.0/242.7 MB
 43%[=====================                             ] 104.0/242.7 MB
 43%[=====================                             ] 104.0/242.7 MB
 43%[=====================                             ] 104.0/242.7 MB
 43%[=====================                             ] 104.0/242.7 MB
 43%[=====================                             ] 104.0/242.7 MB
 43%[=====================                             ] 104.0/242.7 MB
 43%[=====================                             ] 104.1/242.7 MB
 43%[=====================                             ] 104.1/242.7 MB
 43%[=====================                             ] 104.1/242.7 MB
 43%[=====================                             ] 104.1/242.7 MB
 43%[=====================                             ] 104.1/242.7 MB
 43%[=====================                             ] 104.1/242.7 MB
 43%[=====================                             ] 104.1/242.7 MB
 43%[=====================                             ] 104.1/242.7 MB
 43%[=====================                             ] 104.1/242.7 MB
 43%[=====================                             ] 104.1/242.7 MB
 43%[=====================                             ] 104.1/242.7 MB
 43%[=====================                             ] 104.1/242.7 MB
 43%[=====================                             ] 104.1/242.7 MB
 43%[=====================                             ] 104.2/242.7 MB
 43%[=====================                             ] 104.2/242.7 MB
 43%[=====================                             ] 104.2/242.7 MB
 43%[=====================                             ] 104.2/242.7 MB
 43%[=====================                             ] 104.2/242.7 MB
 43%[=====================                             ] 104.2/242.7 MB
 43%[=====================                             ] 104.2/242.7 MB
 43%[=====================                             ] 104.2/242.7 MB
 43%[=====================                             ] 104.2/242.7 MB
 43%[=====================                             ] 104.2/242.7 MB
 43%[=====================                             ] 104.2/242.7 MB
 43%[=====================                             ] 104.2/242.7 MB
 43%[=====================                             ] 104.2/242.7 MB
 43%[=====================                             ] 104.3/242.7 MB
 43%[=====================                             ] 104.3/242.7 MB
 43%[=====================                             ] 104.3/242.7 MB
 43%[=====================                             ] 104.3/242.7 MB
 43%[=====================                             ] 104.3/242.7 MB
 43%[=====================                             ] 104.3/242.7 MB
 43%[=====================                             ] 104.3/242.7 MB
 43%[=====================                             ] 104.3/242.7 MB
 43%[=====================                             ] 104.3/242.7 MB
 43%[=====================                             ] 104.3/242.7 MB
 43%[=====================                             ] 104.3/242.7 MB
 43%[=====================                             ] 104.3/242.7 MB
 43%[=====================                             ] 104.4/242.7 MB
 43%[=====================                             ] 104.4/242.7 MB
 43%[=====================                             ] 104.4/242.7 MB
 43%[=====================                             ] 104.4/242.7 MB
 43%[=====================                             ] 104.4/242.7 MB
 43%[=====================                             ] 104.4/242.7 MB
 43%[=====================                             ] 104.4/242.7 MB
 43%[=====================                             ] 104.4/242.7 MB
 43%[=====================                             ] 104.4/242.7 MB
 43%[=====================                             ] 104.4/242.7 MB
 43%[=====================                             ] 104.4/242.7 MB
 43%[=====================                             ] 104.4/242.7 MB
 43%[=====================                             ] 104.4/242.7 MB
 43%[=====================                             ] 104.5/242.7 MB
 43%[=====================                             ] 104.5/242.7 MB
 43%[=====================                             ] 104.5/242.7 MB
 43%[=====================                             ] 104.5/242.7 MB
 43%[=====================                             ] 104.5/242.7 MB
 43%[=====================                             ] 104.5/242.7 MB
 43%[=====================                             ] 104.5/242.7 MB
 43%[=====================                             ] 104.5/242.7 MB
 43%[=====================                             ] 104.5/242.7 MB
 43%[=====================                             ] 104.5/242.7 MB
 43%[=====================                             ] 104.5/242.7 MB
 43%[=====================                             ] 104.5/242.7 MB
 43%[=====================                             ] 104.5/242.7 MB
 43%[=====================                             ] 104.6/242.7 MB
 43%[=====================                             ] 104.6/242.7 MB
 43%[=====================                             ] 104.6/242.7 MB
 43%[=====================                             ] 104.6/242.7 MB
 43%[=====================                             ] 104.6/242.7 MB
 43%[=====================                             ] 104.6/242.7 MB
 43%[=====================                             ] 104.6/242.7 MB
 43%[=====================                             ] 104.6/242.7 MB
 43%[=====================                             ] 104.6/242.7 MB
 43%[=====================                             ] 104.6/242.7 MB
 43%[=====================                             ] 104.6/242.7 MB
 43%[=====================                             ] 104.6/242.7 MB
 43%[=====================                             ] 104.6/242.7 MB
 43%[=====================                             ] 104.7/242.7 MB
 43%[=====================                             ] 104.7/242.7 MB
 43%[=====================                             ] 104.7/242.7 MB
 43%[=====================                             ] 104.7/242.7 MB
 43%[=====================                             ] 104.7/242.7 MB
 43%[=====================                             ] 104.7/242.7 MB
 43%[=====================                             ] 104.7/242.7 MB
 43%[=====================                             ] 104.7/242.7 MB
 43%[=====================                             ] 104.7/242.7 MB
 43%[=====================                             ] 104.7/242.7 MB
 43%[=====================                             ] 104.7/242.7 MB
 43%[=====================                             ] 104.7/242.7 MB
 43%[=====================                             ] 104.8/242.7 MB
 43%[=====================                             ] 104.8/242.7 MB
 43%[=====================                             ] 104.8/242.7 MB
 43%[=====================                             ] 104.8/242.7 MB
 43%[=====================                             ] 104.8/242.7 MB
 43%[=====================                             ] 104.8/242.7 MB
 43%[=====================                             ] 104.8/242.7 MB
 43%[=====================                             ] 104.8/242.7 MB
 43%[=====================                             ] 104.8/242.7 MB
 43%[=====================                             ] 104.8/242.7 MB
 43%[=====================                             ] 104.8/242.7 MB
 43%[=====================                             ] 104.8/242.7 MB
 43%[=====================                             ] 104.8/242.7 MB
 43%[=====================                             ] 104.9/242.7 MB
 43%[=====================                             ] 104.9/242.7 MB
 43%[=====================                             ] 104.9/242.7 MB
 43%[=====================                             ] 104.9/242.7 MB
 43%[=====================                             ] 104.9/242.7 MB
 43%[=====================                             ] 104.9/242.7 MB
 43%[=====================                             ] 104.9/242.7 MB
 43%[=====================                             ] 104.9/242.7 MB
 43%[=====================                             ] 104.9/242.7 MB
 43%[=====================                             ] 104.9/242.7 MB
 43%[=====================                             ] 104.9/242.7 MB
 43%[=====================                             ] 104.9/242.7 MB
 43%[=====================                             ] 104.9/242.7 MB
 43%[=====================                             ] 105.0/242.7 MB
 43%[=====================                             ] 105.0/242.7 MB
 43%[=====================                             ] 105.0/242.7 MB
 43%[=====================                             ] 105.0/242.7 MB
 43%[=====================                             ] 105.0/242.7 MB
 43%[=====================                             ] 105.0/242.7 MB
 43%[=====================                             ] 105.0/242.7 MB
 43%[=====================                             ] 105.0/242.7 MB
 43%[=====================                             ] 105.0/242.7 MB
 43%[=====================                             ] 105.0/242.7 MB
 43%[=====================                             ] 105.0/242.7 MB
 43%[=====================                             ] 105.0/242.7 MB
 43%[=====================                             ] 105.0/242.7 MB
 43%[=====================                             ] 105.1/242.7 MB
 43%[=====================                             ] 105.1/242.7 MB
 43%[=====================                             ] 105.1/242.7 MB
 43%[=====================                             ] 105.1/242.7 MB
 43%[=====================                             ] 105.1/242.7 MB
 43%[=====================                             ] 105.1/242.7 MB
 43%[=====================                             ] 105.1/242.7 MB
 43%[=====================                             ] 105.1/242.7 MB
 43%[=====================                             ] 105.1/242.7 MB
 43%[=====================                             ] 105.1/242.7 MB
 43%[=====================                             ] 105.1/242.7 MB
 43%[=====================                             ] 105.1/242.7 MB
 43%[=====================                             ] 105.1/242.7 MB
 43%[=====================                             ] 105.2/242.7 MB
 43%[=====================                             ] 105.2/242.7 MB
 43%[=====================                             ] 105.2/242.7 MB
 43%[=====================                             ] 105.2/242.7 MB
 43%[=====================                             ] 105.2/242.7 MB
 43%[=====================                             ] 105.2/242.7 MB
 43%[=====================                             ] 105.2/242.7 MB
 43%[=====================                             ] 105.2/242.7 MB
 43%[=====================                             ] 105.2/242.7 MB
 43%[=====================                             ] 105.2/242.7 MB
 43%[=====================                             ] 105.2/242.7 MB
 43%[=====================                             ] 105.2/242.7 MB
 43%[=====================                             ] 105.2/242.7 MB
 43%[=====================                             ] 105.3/242.7 MB
 43%[=====================                             ] 105.3/242.7 MB
 43%[=====================                             ] 105.3/242.7 MB
 43%[=====================                             ] 105.3/242.7 MB
 43%[=====================                             ] 105.3/242.7 MB
 43%[=====================                             ] 105.3/242.7 MB
 43%[=====================                             ] 105.3/242.7 MB
 43%[=====================                             ] 105.3/242.7 MB
 43%[=====================                             ] 105.3/242.7 MB
 43%[=====================                             ] 105.3/242.7 MB
 43%[=====================                             ] 105.3/242.7 MB
 43%[=====================                             ] 105.3/242.7 MB
 43%[=====================                             ] 105.4/242.7 MB
 43%[=====================                             ] 105.4/242.7 MB
 43%[=====================                             ] 105.4/242.7 MB
 43%[=====================                             ] 105.4/242.7 MB
 43%[=====================                             ] 105.4/242.7 MB
 43%[=====================                             ] 105.4/242.7 MB
 43%[=====================                             ] 105.4/242.7 MB
 43%[=====================                             ] 105.4/242.7 MB
 43%[=====================                             ] 105.4/242.7 MB
 43%[=====================                             ] 105.4/242.7 MB
 43%[=====================                             ] 105.4/242.7 MB
 43%[=====================                             ] 105.4/242.7 MB
 43%[=====================                             ] 105.4/242.7 MB
 43%[=====================                             ] 105.5/242.7 MB
 43%[=====================                             ] 105.5/242.7 MB
 43%[=====================                             ] 105.5/242.7 MB
 43%[=====================                             ] 105.5/242.7 MB
 43%[=====================                             ] 105.5/242.7 MB
 43%[=====================                             ] 105.5/242.7 MB
 43%[=====================                             ] 105.5/242.7 MB
 43%[=====================                             ] 105.5/242.7 MB
 43%[=====================                             ] 105.5/242.7 MB
 43%[=====================                             ] 105.5/242.7 MB
 43%[=====================                             ] 105.5/242.7 MB
 43%[=====================                             ] 105.5/242.7 MB
 43%[=====================                             ] 105.5/242.7 MB
 43%[=====================                             ] 105.6/242.7 MB
 43%[=====================                             ] 105.6/242.7 MB
 44%[=====================                             ] 105.6/242.7 MB
 44%[=====================                             ] 105.6/242.7 MB
 44%[=====================                             ] 105.6/242.7 MB
 44%[=====================                             ] 105.6/242.7 MB
 44%[=====================                             ] 105.6/242.7 MB
 44%[=====================                             ] 105.6/242.7 MB
 44%[=====================                             ] 105.6/242.7 MB
 44%[=====================                             ] 105.6/242.7 MB
 44%[=====================                             ] 105.6/242.7 MB
 44%[=====================                             ] 105.6/242.7 MB
 44%[=====================                             ] 105.6/242.7 MB
 44%[=====================                             ] 105.7/242.7 MB
 44%[=====================                             ] 105.7/242.7 MB
 44%[=====================                             ] 105.7/242.7 MB
 44%[=====================                             ] 105.7/242.7 MB
 44%[=====================                             ] 105.7/242.7 MB
 44%[=====================                             ] 105.7/242.7 MB
 44%[=====================                             ] 105.7/242.7 MB
 44%[=====================                             ] 105.7/242.7 MB
 44%[=====================                             ] 105.7/242.7 MB
 44%[=====================                             ] 105.7/242.7 MB
 44%[=====================                             ] 105.7/242.7 MB
 44%[=====================                             ] 105.7/242.7 MB
 44%[=====================                             ] 105.8/242.7 MB
 44%[=====================                             ] 105.8/242.7 MB
 44%[=====================                             ] 105.8/242.7 MB
 44%[=====================                             ] 105.8/242.7 MB
 44%[=====================                             ] 105.8/242.7 MB
 44%[=====================                             ] 105.8/242.7 MB
 44%[=====================                             ] 105.8/242.7 MB
 44%[=====================                             ] 105.8/242.7 MB
 44%[=====================                             ] 105.8/242.7 MB
 44%[=====================                             ] 105.8/242.7 MB
 44%[=====================                             ] 105.8/242.7 MB
 44%[=====================                             ] 105.8/242.7 MB
 44%[=====================                             ] 105.8/242.7 MB
 44%[=====================                             ] 105.9/242.7 MB
 44%[=====================                             ] 105.9/242.7 MB
 44%[=====================                             ] 105.9/242.7 MB
 44%[=====================                             ] 105.9/242.7 MB
 44%[=====================                             ] 105.9/242.7 MB
 44%[=====================                             ] 105.9/242.7 MB
 44%[=====================                             ] 105.9/242.7 MB
 44%[=====================                             ] 105.9/242.7 MB
 44%[=====================                             ] 105.9/242.7 MB
 44%[=====================                             ] 105.9/242.7 MB
 44%[=====================                             ] 105.9/242.7 MB
 44%[=====================                             ] 105.9/242.7 MB
 44%[=====================                             ] 105.9/242.7 MB
 44%[=====================                             ] 106.0/242.7 MB
 44%[=====================                             ] 106.0/242.7 MB
 44%[=====================                             ] 106.0/242.7 MB
 44%[=====================                             ] 106.0/242.7 MB
 44%[=====================                             ] 106.0/242.7 MB
 44%[=====================                             ] 106.0/242.7 MB
 44%[=====================                             ] 106.0/242.7 MB
 44%[=====================                             ] 106.0/242.7 MB
 44%[=====================                             ] 106.0/242.7 MB
 44%[=====================                             ] 106.0/242.7 MB
 44%[=====================                             ] 106.0/242.7 MB
 44%[=====================                             ] 106.0/242.7 MB
 44%[=====================                             ] 106.0/242.7 MB
 44%[=====================                             ] 106.1/242.7 MB
 44%[=====================                             ] 106.1/242.7 MB
 44%[=====================                             ] 106.1/242.7 MB
 44%[=====================                             ] 106.1/242.7 MB
 44%[=====================                             ] 106.1/242.7 MB
 44%[=====================                             ] 106.1/242.7 MB
 44%[=====================                             ] 106.1/242.7 MB
 44%[=====================                             ] 106.1/242.7 MB
 44%[=====================                             ] 106.1/242.7 MB
 44%[=====================                             ] 106.1/242.7 MB
 44%[=====================                             ] 106.1/242.7 MB
 44%[=====================                             ] 106.1/242.7 MB
 44%[=====================                             ] 106.1/242.7 MB
 44%[=====================                             ] 106.2/242.7 MB
 44%[=====================                             ] 106.2/242.7 MB
 44%[=====================                             ] 106.2/242.7 MB
 44%[=====================                             ] 106.2/242.7 MB
 44%[=====================                             ] 106.2/242.7 MB
 44%[=====================                             ] 106.2/242.7 MB
 44%[=====================                             ] 106.2/242.7 MB
 44%[=====================                             ] 106.2/242.7 MB
 44%[=====================                             ] 106.2/242.7 MB
 44%[=====================                             ] 106.2/242.7 MB
 44%[=====================                             ] 106.2/242.7 MB
 44%[=====================                             ] 106.2/242.7 MB
 44%[=====================                             ] 106.2/242.7 MB
 44%[=====================                             ] 106.3/242.7 MB
 44%[=====================                             ] 106.3/242.7 MB
 44%[=====================                             ] 106.3/242.7 MB
 44%[=====================                             ] 106.3/242.7 MB
 44%[=====================                             ] 106.3/242.7 MB
 44%[=====================                             ] 106.3/242.7 MB
 44%[=====================                             ] 106.3/242.7 MB
 44%[=====================                             ] 106.3/242.7 MB
 44%[=====================                             ] 106.3/242.7 MB
 44%[=====================                             ] 106.3/242.7 MB
 44%[=====================                             ] 106.3/242.7 MB
 44%[=====================                             ] 106.3/242.7 MB
 44%[=====================                             ] 106.4/242.7 MB
 44%[=====================                             ] 106.4/242.7 MB
 44%[=====================                             ] 106.4/242.7 MB
 44%[=====================                             ] 106.4/242.7 MB
 44%[=====================                             ] 106.4/242.7 MB
 44%[=====================                             ] 106.4/242.7 MB
 44%[=====================                             ] 106.4/242.7 MB
 44%[=====================                             ] 106.4/242.7 MB
 44%[=====================                             ] 106.4/242.7 MB
 44%[=====================                             ] 106.4/242.7 MB
 44%[=====================                             ] 106.4/242.7 MB
 44%[=====================                             ] 106.4/242.7 MB
 44%[=====================                             ] 106.4/242.7 MB
 44%[=====================                             ] 106.5/242.7 MB
 44%[=====================                             ] 106.5/242.7 MB
 44%[=====================                             ] 106.5/242.7 MB
 44%[=====================                             ] 106.5/242.7 MB
 44%[=====================                             ] 106.5/242.7 MB
 44%[=====================                             ] 106.5/242.7 MB
 44%[=====================                             ] 106.5/242.7 MB
 44%[=====================                             ] 106.5/242.7 MB
 44%[=====================                             ] 106.5/242.7 MB
 44%[=====================                             ] 106.5/242.7 MB
 44%[=====================                             ] 106.5/242.7 MB
 44%[=====================                             ] 106.5/242.7 MB
 44%[=====================                             ] 106.5/242.7 MB
 44%[=====================                             ] 106.6/242.7 MB
 44%[=====================                             ] 106.6/242.7 MB
 44%[=====================                             ] 106.6/242.7 MB
 44%[=====================                             ] 106.6/242.7 MB
 44%[=====================                             ] 106.6/242.7 MB
 44%[=====================                             ] 106.6/242.7 MB
 44%[=====================                             ] 106.6/242.7 MB
 44%[=====================                             ] 106.6/242.7 MB
 44%[=====================                             ] 106.6/242.7 MB
 44%[=====================                             ] 106.6/242.7 MB
 44%[=====================                             ] 106.6/242.7 MB
 44%[=====================                             ] 106.6/242.7 MB
 44%[=====================                             ] 106.6/242.7 MB
 44%[=====================                             ] 106.7/242.7 MB
 44%[=====================                             ] 106.7/242.7 MB
 44%[=====================                             ] 106.7/242.7 MB
 44%[=====================                             ] 106.7/242.7 MB
 44%[=====================                             ] 106.7/242.7 MB
 44%[=====================                             ] 106.7/242.7 MB
 44%[=====================                             ] 106.7/242.7 MB
 44%[=====================                             ] 106.7/242.7 MB
 44%[=====================                             ] 106.7/242.7 MB
 44%[=====================                             ] 106.7/242.7 MB
 44%[=====================                             ] 106.7/242.7 MB
 44%[=====================                             ] 106.7/242.7 MB
 44%[=====================                             ] 106.8/242.7 MB
 44%[=====================                             ] 106.8/242.7 MB
 44%[=====================                             ] 106.8/242.7 MB
 44%[=====================                             ] 106.8/242.7 MB
 44%[======================                            ] 106.8/242.7 MB
 44%[======================                            ] 106.8/242.7 MB
 44%[======================                            ] 106.8/242.7 MB
 44%[======================                            ] 106.8/242.7 MB
 44%[======================                            ] 106.8/242.7 MB
 44%[======================                            ] 106.8/242.7 MB
 44%[======================                            ] 106.8/242.7 MB
 44%[======================                            ] 106.8/242.7 MB
 44%[======================                            ] 106.8/242.7 MB
 44%[======================                            ] 106.9/242.7 MB
 44%[======================                            ] 106.9/242.7 MB
 44%[======================                            ] 106.9/242.7 MB
 44%[======================                            ] 106.9/242.7 MB
 44%[======================                            ] 106.9/242.7 MB
 44%[======================                            ] 106.9/242.7 MB
 44%[======================                            ] 106.9/242.7 MB
 44%[======================                            ] 106.9/242.7 MB
 44%[======================                            ] 106.9/242.7 MB
 44%[======================                            ] 106.9/242.7 MB
 44%[======================                            ] 106.9/242.7 MB
 44%[======================                            ] 106.9/242.7 MB
 44%[======================                            ] 106.9/242.7 MB
 44%[======================                            ] 107.0/242.7 MB
 44%[======================                            ] 107.0/242.7 MB
 44%[======================                            ] 107.0/242.7 MB
 44%[======================                            ] 107.0/242.7 MB
 44%[======================                            ] 107.0/242.7 MB
 44%[======================                            ] 107.0/242.7 MB
 44%[======================                            ] 107.0/242.7 MB
 44%[======================                            ] 107.0/242.7 MB
 44%[======================                            ] 107.0/242.7 MB
 44%[======================                            ] 107.0/242.7 MB
 44%[======================                            ] 107.0/242.7 MB
 44%[======================                            ] 107.0/242.7 MB
 44%[======================                            ] 107.0/242.7 MB
 44%[======================                            ] 107.1/242.7 MB
 44%[======================                            ] 107.1/242.7 MB
 44%[======================                            ] 107.1/242.7 MB
 44%[======================                            ] 107.1/242.7 MB
 44%[======================                            ] 107.1/242.7 MB
 44%[======================                            ] 107.1/242.7 MB
 44%[======================                            ] 107.1/242.7 MB
 44%[======================                            ] 107.1/242.7 MB
 44%[======================                            ] 107.1/242.7 MB
 44%[======================                            ] 107.1/242.7 MB
 44%[======================                            ] 107.1/242.7 MB
 44%[======================                            ] 107.1/242.7 MB
 44%[======================                            ] 107.1/242.7 MB
 44%[======================                            ] 107.2/242.7 MB
 44%[======================                            ] 107.2/242.7 MB
 44%[======================                            ] 107.2/242.7 MB
 44%[======================                            ] 107.2/242.7 MB
 44%[======================                            ] 107.2/242.7 MB
 44%[======================                            ] 107.2/242.7 MB
 44%[======================                            ] 107.2/242.7 MB
 44%[======================                            ] 107.2/242.7 MB
 44%[======================                            ] 107.2/242.7 MB
 44%[======================                            ] 107.2/242.7 MB
 44%[======================                            ] 107.2/242.7 MB
 44%[======================                            ] 107.2/242.7 MB
 44%[======================                            ] 107.2/242.7 MB
 44%[======================                            ] 107.3/242.7 MB
 44%[======================                            ] 107.3/242.7 MB
 44%[======================                            ] 107.3/242.7 MB
 44%[======================                            ] 107.3/242.7 MB
 44%[======================                            ] 107.3/242.7 MB
 44%[======================                            ] 107.3/242.7 MB
 44%[======================                            ] 107.3/242.7 MB
 44%[======================                            ] 107.3/242.7 MB
 44%[======================                            ] 107.3/242.7 MB
 44%[======================                            ] 107.3/242.7 MB
 44%[======================                            ] 107.3/242.7 MB
 44%[======================                            ] 107.3/242.7 MB
 44%[======================                            ] 107.4/242.7 MB
 44%[======================                            ] 107.4/242.7 MB
 44%[======================                            ] 107.4/242.7 MB
 44%[======================                            ] 107.4/242.7 MB
 44%[======================                            ] 107.4/242.7 MB
 44%[======================                            ] 107.4/242.7 MB
 44%[======================                            ] 107.4/242.7 MB
 44%[======================                            ] 107.4/242.7 MB
 44%[======================                            ] 107.4/242.7 MB
 44%[======================                            ] 107.4/242.7 MB
 44%[======================                            ] 107.4/242.7 MB
 44%[======================                            ] 107.4/242.7 MB
 44%[======================                            ] 107.4/242.7 MB
 44%[======================                            ] 107.5/242.7 MB
 44%[======================                            ] 107.5/242.7 MB
 44%[======================                            ] 107.5/242.7 MB
 44%[======================                            ] 107.5/242.7 MB
 44%[======================                            ] 107.5/242.7 MB
 44%[======================                            ] 107.5/242.7 MB
 44%[======================                            ] 107.5/242.7 MB
 44%[======================                            ] 107.5/242.7 MB
 44%[======================                            ] 107.5/242.7 MB
 44%[======================                            ] 107.5/242.7 MB
 44%[======================                            ] 107.5/242.7 MB
 44%[======================                            ] 107.5/242.7 MB
 44%[======================                            ] 107.5/242.7 MB
 44%[======================                            ] 107.6/242.7 MB
 44%[======================                            ] 107.6/242.7 MB
 44%[======================                            ] 107.6/242.7 MB
 44%[======================                            ] 107.6/242.7 MB
 44%[======================                            ] 107.6/242.7 MB
 44%[======================                            ] 107.6/242.7 MB
 44%[======================                            ] 107.6/242.7 MB
 44%[======================                            ] 107.6/242.7 MB
 44%[======================                            ] 107.6/242.7 MB
 44%[======================                            ] 107.6/242.7 MB
 44%[======================                            ] 107.6/242.7 MB
 44%[======================                            ] 107.6/242.7 MB
 44%[======================                            ] 107.6/242.7 MB
 44%[======================                            ] 107.7/242.7 MB
 44%[======================                            ] 107.7/242.7 MB
 44%[======================                            ] 107.7/242.7 MB
 44%[======================                            ] 107.7/242.7 MB
 44%[======================                            ] 107.7/242.7 MB
 44%[======================                            ] 107.7/242.7 MB
 44%[======================                            ] 107.7/242.7 MB
 44%[======================                            ] 107.7/242.7 MB
 44%[======================                            ] 107.7/242.7 MB
 44%[======================                            ] 107.7/242.7 MB
 44%[======================                            ] 107.7/242.7 MB
 44%[======================                            ] 107.7/242.7 MB
 44%[======================                            ] 107.8/242.7 MB
 44%[======================                            ] 107.8/242.7 MB
 44%[======================                            ] 107.8/242.7 MB
 44%[======================                            ] 107.8/242.7 MB
 44%[======================                            ] 107.8/242.7 MB
 44%[======================                            ] 107.8/242.7 MB
 44%[======================                            ] 107.8/242.7 MB
 44%[======================                            ] 107.8/242.7 MB
 44%[======================                            ] 107.8/242.7 MB
 44%[======================                            ] 107.8/242.7 MB
 44%[======================                            ] 107.8/242.7 MB
 44%[======================                            ] 107.8/242.7 MB
 44%[======================                            ] 107.8/242.7 MB
 44%[======================                            ] 107.9/242.7 MB
 44%[======================                            ] 107.9/242.7 MB
 44%[======================                            ] 107.9/242.7 MB
 44%[======================                            ] 107.9/242.7 MB
 44%[======================                            ] 107.9/242.7 MB
 44%[======================                            ] 107.9/242.7 MB
 44%[======================                            ] 107.9/242.7 MB
 44%[======================                            ] 107.9/242.7 MB
 44%[======================                            ] 107.9/242.7 MB
 44%[======================                            ] 107.9/242.7 MB
 44%[======================                            ] 107.9/242.7 MB
 44%[======================                            ] 107.9/242.7 MB
 44%[======================                            ] 107.9/242.7 MB
 44%[======================                            ] 108.0/242.7 MB
 44%[======================                            ] 108.0/242.7 MB
 44%[======================                            ] 108.0/242.7 MB
 44%[======================                            ] 108.0/242.7 MB
 44%[======================                            ] 108.0/242.7 MB
 44%[======================                            ] 108.0/242.7 MB
 45%[======================                            ] 108.0/242.7 MB
 45%[======================                            ] 108.0/242.7 MB
 45%[======================                            ] 108.0/242.7 MB
 45%[======================                            ] 108.0/242.7 MB
 45%[======================                            ] 108.0/242.7 MB
 45%[======================                            ] 108.0/242.7 MB
 45%[======================                            ] 108.0/242.7 MB
 45%[======================                            ] 108.1/242.7 MB
 45%[======================                            ] 108.1/242.7 MB
 45%[======================                            ] 108.1/242.7 MB
 45%[======================                            ] 108.1/242.7 MB
 45%[======================                            ] 108.1/242.7 MB
 45%[======================                            ] 108.1/242.7 MB
 45%[======================                            ] 108.1/242.7 MB
 45%[======================                            ] 108.1/242.7 MB
 45%[======================                            ] 108.1/242.7 MB
 45%[======================                            ] 108.1/242.7 MB
 45%[======================                            ] 108.1/242.7 MB
 45%[======================                            ] 108.1/242.7 MB
 45%[======================                            ] 108.1/242.7 MB
 45%[======================                            ] 108.2/242.7 MB
 45%[======================                            ] 108.2/242.7 MB
 45%[======================                            ] 108.2/242.7 MB
 45%[======================                            ] 108.2/242.7 MB
 45%[======================                            ] 108.2/242.7 MB
 45%[======================                            ] 108.2/242.7 MB
 45%[======================                            ] 108.2/242.7 MB
 45%[======================                            ] 108.2/242.7 MB
 45%[======================                            ] 108.2/242.7 MB
 45%[======================                            ] 108.2/242.7 MB
 45%[======================                            ] 108.2/242.7 MB
 45%[======================                            ] 108.2/242.7 MB
 45%[======================                            ] 108.2/242.7 MB
 45%[======================                            ] 108.3/242.7 MB
 45%[======================                            ] 108.3/242.7 MB
 45%[======================                            ] 108.3/242.7 MB
 45%[======================                            ] 108.3/242.7 MB
 45%[======================                            ] 108.3/242.7 MB
 45%[======================                            ] 108.3/242.7 MB
 45%[======================                            ] 108.3/242.7 MB
 45%[======================                            ] 108.3/242.7 MB
 45%[======================                            ] 108.3/242.7 MB
 45%[======================                            ] 108.3/242.7 MB
 45%[======================                            ] 108.3/242.7 MB
 45%[======================                            ] 108.3/242.7 MB
 45%[======================                            ] 108.4/242.7 MB
 45%[======================                            ] 108.4/242.7 MB
 45%[======================                            ] 108.4/242.7 MB
 45%[======================                            ] 108.4/242.7 MB
 45%[======================                            ] 108.4/242.7 MB
 45%[======================                            ] 108.4/242.7 MB
 45%[======================                            ] 108.4/242.7 MB
 45%[======================                            ] 108.4/242.7 MB
 45%[======================                            ] 108.4/242.7 MB
 45%[======================                            ] 108.4/242.7 MB
 45%[======================                            ] 108.4/242.7 MB
 45%[======================                            ] 108.4/242.7 MB
 45%[======================                            ] 108.4/242.7 MB
 45%[======================                            ] 108.5/242.7 MB
 45%[======================                            ] 108.5/242.7 MB
 45%[======================                            ] 108.5/242.7 MB
 45%[======================                            ] 108.5/242.7 MB
 45%[======================                            ] 108.5/242.7 MB
 45%[======================                            ] 108.5/242.7 MB
 45%[======================                            ] 108.5/242.7 MB
 45%[======================                            ] 108.5/242.7 MB
 45%[======================                            ] 108.5/242.7 MB
 45%[======================                            ] 108.5/242.7 MB
 45%[======================                            ] 108.5/242.7 MB
 45%[======================                            ] 108.5/242.7 MB
 45%[======================                            ] 108.5/242.7 MB
 45%[======================                            ] 108.6/242.7 MB
 45%[======================                            ] 108.6/242.7 MB
 45%[======================                            ] 108.6/242.7 MB
 45%[======================                            ] 108.6/242.7 MB
 45%[======================                            ] 108.6/242.7 MB
 45%[======================                            ] 108.6/242.7 MB
 45%[======================                            ] 108.6/242.7 MB
 45%[======================                            ] 108.6/242.7 MB
 45%[======================                            ] 108.6/242.7 MB
 45%[======================                            ] 108.6/242.7 MB
 45%[======================                            ] 108.6/242.7 MB
 45%[======================                            ] 108.6/242.7 MB
 45%[======================                            ] 108.6/242.7 MB
 45%[======================                            ] 108.7/242.7 MB
 45%[======================                            ] 108.7/242.7 MB
 45%[======================                            ] 108.7/242.7 MB
 45%[======================                            ] 108.7/242.7 MB
 45%[======================                            ] 108.7/242.7 MB
 45%[======================                            ] 108.7/242.7 MB
 45%[======================                            ] 108.7/242.7 MB
 45%[======================                            ] 108.7/242.7 MB
 45%[======================                            ] 108.7/242.7 MB
 45%[======================                            ] 108.7/242.7 MB
 45%[======================                            ] 108.7/242.7 MB
 45%[======================                            ] 108.7/242.7 MB
 45%[======================                            ] 108.8/242.7 MB
 45%[======================                            ] 108.8/242.7 MB
 45%[======================                            ] 108.8/242.7 MB
 45%[======================                            ] 108.8/242.7 MB
 45%[======================                            ] 108.8/242.7 MB
 45%[======================                            ] 108.8/242.7 MB
 45%[======================                            ] 108.8/242.7 MB
 45%[======================                            ] 108.8/242.7 MB
 45%[======================                            ] 108.8/242.7 MB
 45%[======================                            ] 108.8/242.7 MB
 45%[======================                            ] 108.8/242.7 MB
 45%[======================                            ] 108.8/242.7 MB
 45%[======================                            ] 108.8/242.7 MB
 45%[======================                            ] 108.9/242.7 MB
 45%[======================                            ] 108.9/242.7 MB
 45%[======================                            ] 108.9/242.7 MB
 45%[======================                            ] 108.9/242.7 MB
 45%[======================                            ] 108.9/242.7 MB
 45%[======================                            ] 108.9/242.7 MB
 45%[======================                            ] 108.9/242.7 MB
 45%[======================                            ] 108.9/242.7 MB
 45%[======================                            ] 108.9/242.7 MB
 45%[======================                            ] 108.9/242.7 MB
 45%[======================                            ] 108.9/242.7 MB
 45%[======================                            ] 108.9/242.7 MB
 45%[======================                            ] 108.9/242.7 MB
 45%[======================                            ] 109.0/242.7 MB
 45%[======================                            ] 109.0/242.7 MB
 45%[======================                            ] 109.0/242.7 MB
 45%[======================                            ] 109.0/242.7 MB
 45%[======================                            ] 109.0/242.7 MB
 45%[======================                            ] 109.0/242.7 MB
 45%[======================                            ] 109.0/242.7 MB
 45%[======================                            ] 109.0/242.7 MB
 45%[======================                            ] 109.0/242.7 MB
 45%[======================                            ] 109.0/242.7 MB
 45%[======================                            ] 109.0/242.7 MB
 45%[======================                            ] 109.0/242.7 MB
 45%[======================                            ] 109.0/242.7 MB
 45%[======================                            ] 109.1/242.7 MB
 45%[======================                            ] 109.1/242.7 MB
 45%[======================                            ] 109.1/242.7 MB
 45%[======================                            ] 109.1/242.7 MB
 45%[======================                            ] 109.1/242.7 MB
 45%[======================                            ] 109.1/242.7 MB
 45%[======================                            ] 109.1/242.7 MB
 45%[======================                            ] 109.1/242.7 MB
 45%[======================                            ] 109.1/242.7 MB
 45%[======================                            ] 109.1/242.7 MB
 45%[======================                            ] 109.1/242.7 MB
 45%[======================                            ] 109.1/242.7 MB
 45%[======================                            ] 109.1/242.7 MB
 45%[======================                            ] 109.2/242.7 MB
 45%[======================                            ] 109.2/242.7 MB
 45%[======================                            ] 109.2/242.7 MB
 45%[======================                            ] 109.2/242.7 MB
 45%[======================                            ] 109.2/242.7 MB
 45%[======================                            ] 109.2/242.7 MB
 45%[======================                            ] 109.2/242.7 MB
 45%[======================                            ] 109.2/242.7 MB
 45%[======================                            ] 109.2/242.7 MB
 45%[======================                            ] 109.2/242.7 MB
 45%[======================                            ] 109.2/242.7 MB
 45%[======================                            ] 109.2/242.7 MB
 45%[======================                            ] 109.2/242.7 MB
 45%[======================                            ] 109.3/242.7 MB
 45%[======================                            ] 109.3/242.7 MB
 45%[======================                            ] 109.3/242.7 MB
 45%[======================                            ] 109.3/242.7 MB
 45%[======================                            ] 109.3/242.7 MB
 45%[======================                            ] 109.3/242.7 MB
 45%[======================                            ] 109.3/242.7 MB
 45%[======================                            ] 109.3/242.7 MB
 45%[======================                            ] 109.3/242.7 MB
 45%[======================                            ] 109.3/242.7 MB
 45%[======================                            ] 109.3/242.7 MB
 45%[======================                            ] 109.3/242.7 MB
 45%[======================                            ] 109.4/242.7 MB
 45%[======================                            ] 109.4/242.7 MB
 45%[======================                            ] 109.4/242.7 MB
 45%[======================                            ] 109.4/242.7 MB
 45%[======================                            ] 109.4/242.7 MB
 45%[======================                            ] 109.4/242.7 MB
 45%[======================                            ] 109.4/242.7 MB
 45%[======================                            ] 109.4/242.7 MB
 45%[======================                            ] 109.4/242.7 MB
 45%[======================                            ] 109.4/242.7 MB
 45%[======================                            ] 109.4/242.7 MB
 45%[======================                            ] 109.4/242.7 MB
 45%[======================                            ] 109.4/242.7 MB
 45%[======================                            ] 109.5/242.7 MB
 45%[======================                            ] 109.5/242.7 MB
 45%[======================                            ] 109.5/242.7 MB
 45%[======================                            ] 109.5/242.7 MB
 45%[======================                            ] 109.5/242.7 MB
 45%[======================                            ] 109.5/242.7 MB
 45%[======================                            ] 109.5/242.7 MB
 45%[======================                            ] 109.5/242.7 MB
 45%[======================                            ] 109.5/242.7 MB
 45%[======================                            ] 109.5/242.7 MB
 45%[======================                            ] 109.5/242.7 MB
 45%[======================                            ] 109.5/242.7 MB
 45%[======================                            ] 109.5/242.7 MB
 45%[======================                            ] 109.6/242.7 MB
 45%[======================                            ] 109.6/242.7 MB
 45%[======================                            ] 109.6/242.7 MB
 45%[======================                            ] 109.6/242.7 MB
 45%[======================                            ] 109.6/242.7 MB
 45%[======================                            ] 109.6/242.7 MB
 45%[======================                            ] 109.6/242.7 MB
 45%[======================                            ] 109.6/242.7 MB
 45%[======================                            ] 109.6/242.7 MB
 45%[======================                            ] 109.6/242.7 MB
 45%[======================                            ] 109.6/242.7 MB
 45%[======================                            ] 109.6/242.7 MB
 45%[======================                            ] 109.6/242.7 MB
 45%[======================                            ] 109.7/242.7 MB
 45%[======================                            ] 109.7/242.7 MB
 45%[======================                            ] 109.7/242.7 MB
 45%[======================                            ] 109.7/242.7 MB
 45%[======================                            ] 109.7/242.7 MB
 45%[======================                            ] 109.7/242.7 MB
 45%[======================                            ] 109.7/242.7 MB
 45%[======================                            ] 109.7/242.7 MB
 45%[======================                            ] 109.7/242.7 MB
 45%[======================                            ] 109.7/242.7 MB
 45%[======================                            ] 109.7/242.7 MB
 45%[======================                            ] 109.7/242.7 MB
 45%[======================                            ] 109.8/242.7 MB
 45%[======================                            ] 109.8/242.7 MB
 45%[======================                            ] 109.8/242.7 MB
 45%[======================                            ] 109.8/242.7 MB
 45%[======================                            ] 109.8/242.7 MB
 45%[======================                            ] 109.8/242.7 MB
 45%[======================                            ] 109.8/242.7 MB
 45%[======================                            ] 109.8/242.7 MB
 45%[======================                            ] 109.8/242.7 MB
 45%[======================                            ] 109.8/242.7 MB
 45%[======================                            ] 109.8/242.7 MB
 45%[======================                            ] 109.8/242.7 MB
 45%[======================                            ] 109.8/242.7 MB
 45%[======================                            ] 109.9/242.7 MB
 45%[======================                            ] 109.9/242.7 MB
 45%[======================                            ] 109.9/242.7 MB
 45%[======================                            ] 109.9/242.7 MB
 45%[======================                            ] 109.9/242.7 MB
 45%[======================                            ] 109.9/242.7 MB
 45%[======================                            ] 109.9/242.7 MB
 45%[======================                            ] 109.9/242.7 MB
 45%[======================                            ] 109.9/242.7 MB
 45%[======================                            ] 109.9/242.7 MB
 45%[======================                            ] 109.9/242.7 MB
 45%[======================                            ] 109.9/242.7 MB
 45%[======================                            ] 109.9/242.7 MB
 45%[======================                            ] 110.0/242.7 MB
 45%[======================                            ] 110.0/242.7 MB
 45%[======================                            ] 110.0/242.7 MB
 45%[======================                            ] 110.0/242.7 MB
 45%[======================                            ] 110.0/242.7 MB
 45%[======================                            ] 110.0/242.7 MB
 45%[======================                            ] 110.0/242.7 MB
 45%[======================                            ] 110.0/242.7 MB
 45%[======================                            ] 110.0/242.7 MB
 45%[======================                            ] 110.0/242.7 MB
 45%[======================                            ] 110.0/242.7 MB
 45%[======================                            ] 110.0/242.7 MB
 45%[======================                            ] 110.0/242.7 MB
 45%[======================                            ] 110.1/242.7 MB
 45%[======================                            ] 110.1/242.7 MB
 45%[======================                            ] 110.1/242.7 MB
 45%[======================                            ] 110.1/242.7 MB
 45%[======================                            ] 110.1/242.7 MB
 45%[======================                            ] 110.1/242.7 MB
 45%[======================                            ] 110.1/242.7 MB
 45%[======================                            ] 110.1/242.7 MB
 45%[======================                            ] 110.1/242.7 MB
 45%[======================                            ] 110.1/242.7 MB
 45%[======================                            ] 110.1/242.7 MB
 45%[======================                            ] 110.1/242.7 MB
 45%[======================                            ] 110.1/242.7 MB
 45%[======================                            ] 110.2/242.7 MB
 45%[======================                            ] 110.2/242.7 MB
 45%[======================                            ] 110.2/242.7 MB
 45%[======================                            ] 110.2/242.7 MB
 45%[======================                            ] 110.2/242.7 MB
 45%[======================                            ] 110.2/242.7 MB
 45%[======================                            ] 110.2/242.7 MB
 45%[======================                            ] 110.2/242.7 MB
 45%[======================                            ] 110.2/242.7 MB
 45%[======================                            ] 110.2/242.7 MB
 45%[======================                            ] 110.2/242.7 MB
 45%[======================                            ] 110.2/242.7 MB
 45%[======================                            ] 110.2/242.7 MB
 45%[======================                            ] 110.3/242.7 MB
 45%[======================                            ] 110.3/242.7 MB
 45%[======================                            ] 110.3/242.7 MB
 45%[======================                            ] 110.3/242.7 MB
 45%[======================                            ] 110.3/242.7 MB
 45%[======================                            ] 110.3/242.7 MB
 45%[======================                            ] 110.3/242.7 MB
 45%[======================                            ] 110.3/242.7 MB
 45%[======================                            ] 110.3/242.7 MB
 45%[======================                            ] 110.3/242.7 MB
 45%[======================                            ] 110.3/242.7 MB
 45%[======================                            ] 110.3/242.7 MB
 45%[======================                            ] 110.4/242.7 MB
 45%[======================                            ] 110.4/242.7 MB
 45%[======================                            ] 110.4/242.7 MB
 45%[======================                            ] 110.4/242.7 MB
 45%[======================                            ] 110.4/242.7 MB
 45%[======================                            ] 110.4/242.7 MB
 45%[======================                            ] 110.4/242.7 MB
 45%[======================                            ] 110.4/242.7 MB
 45%[======================                            ] 110.4/242.7 MB
 46%[======================                            ] 110.4/242.7 MB
 46%[======================                            ] 110.4/242.7 MB
 46%[======================                            ] 110.4/242.7 MB
 46%[======================                            ] 110.4/242.7 MB
 46%[======================                            ] 110.5/242.7 MB
 46%[======================                            ] 110.5/242.7 MB
 46%[======================                            ] 110.5/242.7 MB
 46%[======================                            ] 110.5/242.7 MB
 46%[======================                            ] 110.5/242.7 MB
 46%[======================                            ] 110.5/242.7 MB
 46%[======================                            ] 110.5/242.7 MB
 46%[======================                            ] 110.5/242.7 MB
 46%[======================                            ] 110.5/242.7 MB
 46%[======================                            ] 110.5/242.7 MB
 46%[======================                            ] 110.5/242.7 MB
 46%[======================                            ] 110.5/242.7 MB
 46%[======================                            ] 110.5/242.7 MB
 46%[======================                            ] 110.6/242.7 MB
 46%[======================                            ] 110.6/242.7 MB
 46%[======================                            ] 110.6/242.7 MB
 46%[======================                            ] 110.6/242.7 MB
 46%[======================                            ] 110.6/242.7 MB
 46%[======================                            ] 110.6/242.7 MB
 46%[======================                            ] 110.6/242.7 MB
 46%[======================                            ] 110.6/242.7 MB
 46%[======================                            ] 110.6/242.7 MB
 46%[======================                            ] 110.6/242.7 MB
 46%[======================                            ] 110.6/242.7 MB
 46%[======================                            ] 110.6/242.7 MB
 46%[======================                            ] 110.6/242.7 MB
 46%[======================                            ] 110.7/242.7 MB
 46%[======================                            ] 110.7/242.7 MB
 46%[======================                            ] 110.7/242.7 MB
 46%[======================                            ] 110.7/242.7 MB
 46%[======================                            ] 110.7/242.7 MB
 46%[======================                            ] 110.7/242.7 MB
 46%[======================                            ] 110.7/242.7 MB
 46%[======================                            ] 110.7/242.7 MB
 46%[======================                            ] 110.7/242.7 MB
 46%[======================                            ] 110.7/242.7 MB
 46%[======================                            ] 110.7/242.7 MB
 46%[======================                            ] 110.7/242.7 MB
 46%[======================                            ] 110.8/242.7 MB
 46%[======================                            ] 110.8/242.7 MB
 46%[======================                            ] 110.8/242.7 MB
 46%[======================                            ] 110.8/242.7 MB
 46%[======================                            ] 110.8/242.7 MB
 46%[======================                            ] 110.8/242.7 MB
 46%[======================                            ] 110.8/242.7 MB
 46%[======================                            ] 110.8/242.7 MB
 46%[======================                            ] 110.8/242.7 MB
 46%[======================                            ] 110.8/242.7 MB
 46%[======================                            ] 110.8/242.7 MB
 46%[======================                            ] 110.8/242.7 MB
 46%[======================                            ] 110.8/242.7 MB
 46%[======================                            ] 110.9/242.7 MB
 46%[======================                            ] 110.9/242.7 MB
 46%[======================                            ] 110.9/242.7 MB
 46%[======================                            ] 110.9/242.7 MB
 46%[======================                            ] 110.9/242.7 MB
 46%[======================                            ] 110.9/242.7 MB
 46%[======================                            ] 110.9/242.7 MB
 46%[======================                            ] 110.9/242.7 MB
 46%[======================                            ] 110.9/242.7 MB
 46%[======================                            ] 110.9/242.7 MB
 46%[======================                            ] 110.9/242.7 MB
 46%[======================                            ] 110.9/242.7 MB
 46%[======================                            ] 110.9/242.7 MB
 46%[======================                            ] 111.0/242.7 MB
 46%[======================                            ] 111.0/242.7 MB
 46%[======================                            ] 111.0/242.7 MB
 46%[======================                            ] 111.0/242.7 MB
 46%[======================                            ] 111.0/242.7 MB
 46%[======================                            ] 111.0/242.7 MB
 46%[======================                            ] 111.0/242.7 MB
 46%[======================                            ] 111.0/242.7 MB
 46%[======================                            ] 111.0/242.7 MB
 46%[======================                            ] 111.0/242.7 MB
 46%[======================                            ] 111.0/242.7 MB
 46%[======================                            ] 111.0/242.7 MB
 46%[======================                            ] 111.0/242.7 MB
 46%[======================                            ] 111.1/242.7 MB
 46%[======================                            ] 111.1/242.7 MB
 46%[======================                            ] 111.1/242.7 MB
 46%[======================                            ] 111.1/242.7 MB
 46%[======================                            ] 111.1/242.7 MB
 46%[======================                            ] 111.1/242.7 MB
 46%[======================                            ] 111.1/242.7 MB
 46%[======================                            ] 111.1/242.7 MB
 46%[======================                            ] 111.1/242.7 MB
 46%[======================                            ] 111.1/242.7 MB
 46%[======================                            ] 111.1/242.7 MB
 46%[======================                            ] 111.1/242.7 MB
 46%[======================                            ] 111.1/242.7 MB
 46%[======================                            ] 111.2/242.7 MB
 46%[======================                            ] 111.2/242.7 MB
 46%[======================                            ] 111.2/242.7 MB
 46%[======================                            ] 111.2/242.7 MB
 46%[======================                            ] 111.2/242.7 MB
 46%[======================                            ] 111.2/242.7 MB
 46%[======================                            ] 111.2/242.7 MB
 46%[======================                            ] 111.2/242.7 MB
 46%[======================                            ] 111.2/242.7 MB
 46%[======================                            ] 111.2/242.7 MB
 46%[======================                            ] 111.2/242.7 MB
 46%[======================                            ] 111.2/242.7 MB
 46%[======================                            ] 111.2/242.7 MB
 46%[======================                            ] 111.3/242.7 MB
 46%[======================                            ] 111.3/242.7 MB
 46%[======================                            ] 111.3/242.7 MB
 46%[======================                            ] 111.3/242.7 MB
 46%[======================                            ] 111.3/242.7 MB
 46%[======================                            ] 111.3/242.7 MB
 46%[======================                            ] 111.3/242.7 MB
 46%[======================                            ] 111.3/242.7 MB
 46%[======================                            ] 111.3/242.7 MB
 46%[======================                            ] 111.3/242.7 MB
 46%[======================                            ] 111.3/242.7 MB
 46%[======================                            ] 111.3/242.7 MB
 46%[======================                            ] 111.4/242.7 MB
 46%[======================                            ] 111.4/242.7 MB
 46%[======================                            ] 111.4/242.7 MB
 46%[======================                            ] 111.4/242.7 MB
 46%[======================                            ] 111.4/242.7 MB
 46%[======================                            ] 111.4/242.7 MB
 46%[======================                            ] 111.4/242.7 MB
 46%[======================                            ] 111.4/242.7 MB
 46%[======================                            ] 111.4/242.7 MB
 46%[======================                            ] 111.4/242.7 MB
 46%[======================                            ] 111.4/242.7 MB
 46%[======================                            ] 111.4/242.7 MB
 46%[======================                            ] 111.4/242.7 MB
 46%[======================                            ] 111.5/242.7 MB
 46%[======================                            ] 111.5/242.7 MB
 46%[======================                            ] 111.5/242.7 MB
 46%[======================                            ] 111.5/242.7 MB
 46%[======================                            ] 111.5/242.7 MB
 46%[======================                            ] 111.5/242.7 MB
 46%[======================                            ] 111.5/242.7 MB
 46%[======================                            ] 111.5/242.7 MB
 46%[======================                            ] 111.5/242.7 MB
 46%[======================                            ] 111.5/242.7 MB
 46%[======================                            ] 111.5/242.7 MB
 46%[======================                            ] 111.5/242.7 MB
 46%[======================                            ] 111.5/242.7 MB
 46%[======================                            ] 111.6/242.7 MB
 46%[======================                            ] 111.6/242.7 MB
 46%[======================                            ] 111.6/242.7 MB
 46%[======================                            ] 111.6/242.7 MB
 46%[======================                            ] 111.6/242.7 MB
 46%[======================                            ] 111.6/242.7 MB
 46%[======================                            ] 111.6/242.7 MB
 46%[======================                            ] 111.6/242.7 MB
 46%[======================                            ] 111.6/242.7 MB
 46%[======================                            ] 111.6/242.7 MB
 46%[=======================                           ] 111.6/242.7 MB
 46%[=======================                           ] 111.6/242.7 MB
 46%[=======================                           ] 111.6/242.7 MB
 46%[=======================                           ] 111.7/242.7 MB
 46%[=======================                           ] 111.7/242.7 MB
 46%[=======================                           ] 111.7/242.7 MB
 46%[=======================                           ] 111.7/242.7 MB
 46%[=======================                           ] 111.7/242.7 MB
 46%[=======================                           ] 111.7/242.7 MB
 46%[=======================                           ] 111.7/242.7 MB
 46%[=======================                           ] 111.7/242.7 MB
 46%[=======================                           ] 111.7/242.7 MB
 46%[=======================                           ] 111.7/242.7 MB
 46%[=======================                           ] 111.7/242.7 MB
 46%[=======================                           ] 111.7/242.7 MB
 46%[=======================                           ] 111.8/242.7 MB
 46%[=======================                           ] 111.8/242.7 MB
 46%[=======================                           ] 111.8/242.7 MB
 46%[=======================                           ] 111.8/242.7 MB
 46%[=======================                           ] 111.8/242.7 MB
 46%[=======================                           ] 111.8/242.7 MB
 46%[=======================                           ] 111.8/242.7 MB
 46%[=======================                           ] 111.8/242.7 MB
 46%[=======================                           ] 111.8/242.7 MB
 46%[=======================                           ] 111.8/242.7 MB
 46%[=======================                           ] 111.8/242.7 MB
 46%[=======================                           ] 111.8/242.7 MB
 46%[=======================                           ] 111.8/242.7 MB
 46%[=======================                           ] 111.9/242.7 MB
 46%[=======================                           ] 111.9/242.7 MB
 46%[=======================                           ] 111.9/242.7 MB
 46%[=======================                           ] 111.9/242.7 MB
 46%[=======================                           ] 111.9/242.7 MB
 46%[=======================                           ] 111.9/242.7 MB
 46%[=======================                           ] 111.9/242.7 MB
 46%[=======================                           ] 111.9/242.7 MB
 46%[=======================                           ] 111.9/242.7 MB
 46%[=======================                           ] 111.9/242.7 MB
 46%[=======================                           ] 111.9/242.7 MB
 46%[=======================                           ] 111.9/242.7 MB
 46%[=======================                           ] 111.9/242.7 MB
 46%[=======================                           ] 112.0/242.7 MB
 46%[=======================                           ] 112.0/242.7 MB
 46%[=======================                           ] 112.0/242.7 MB
 46%[=======================                           ] 112.0/242.7 MB
 46%[=======================                           ] 112.0/242.7 MB
 46%[=======================                           ] 112.0/242.7 MB
 46%[=======================                           ] 112.0/242.7 MB
 46%[=======================                           ] 112.0/242.7 MB
 46%[=======================                           ] 112.0/242.7 MB
 46%[=======================                           ] 112.0/242.7 MB
 46%[=======================                           ] 112.0/242.7 MB
 46%[=======================                           ] 112.0/242.7 MB
 46%[=======================                           ] 112.0/242.7 MB
 46%[=======================                           ] 112.1/242.7 MB
 46%[=======================                           ] 112.1/242.7 MB
 46%[=======================                           ] 112.1/242.7 MB
 46%[=======================                           ] 112.1/242.7 MB
 46%[=======================                           ] 112.1/242.7 MB
 46%[=======================                           ] 112.1/242.7 MB
 46%[=======================                           ] 112.1/242.7 MB
 46%[=======================                           ] 112.1/242.7 MB
 46%[=======================                           ] 112.1/242.7 MB
 46%[=======================                           ] 112.1/242.7 MB
 46%[=======================                           ] 112.1/242.7 MB
 46%[=======================                           ] 112.1/242.7 MB
 46%[=======================                           ] 112.1/242.7 MB
 46%[=======================                           ] 112.2/242.7 MB
 46%[=======================                           ] 112.2/242.7 MB
 46%[=======================                           ] 112.2/242.7 MB
 46%[=======================                           ] 112.2/242.7 MB
 46%[=======================                           ] 112.2/242.7 MB
 46%[=======================                           ] 112.2/242.7 MB
 46%[=======================                           ] 112.2/242.7 MB
 46%[=======================                           ] 112.2/242.7 MB
 46%[=======================                           ] 112.2/242.7 MB
 46%[=======================                           ] 112.2/242.7 MB
 46%[=======================                           ] 112.2/242.7 MB
 46%[=======================                           ] 112.2/242.7 MB
 46%[=======================                           ] 112.2/242.7 MB
 46%[=======================                           ] 112.3/242.7 MB
 46%[=======================                           ] 112.3/242.7 MB
 46%[=======================                           ] 112.3/242.7 MB
 46%[=======================                           ] 112.3/242.7 MB
 46%[=======================                           ] 112.3/242.7 MB
 46%[=======================                           ] 112.3/242.7 MB
 46%[=======================                           ] 112.3/242.7 MB
 46%[=======================                           ] 112.3/242.7 MB
 46%[=======================                           ] 112.3/242.7 MB
 46%[=======================                           ] 112.3/242.7 MB
 46%[=======================                           ] 112.3/242.7 MB
 46%[=======================                           ] 112.3/242.7 MB
 46%[=======================                           ] 112.4/242.7 MB
 46%[=======================                           ] 112.4/242.7 MB
 46%[=======================                           ] 112.4/242.7 MB
 46%[=======================                           ] 112.4/242.7 MB
 46%[=======================                           ] 112.4/242.7 MB
 46%[=======================                           ] 112.4/242.7 MB
 46%[=======================                           ] 112.4/242.7 MB
 46%[=======================                           ] 112.4/242.7 MB
 46%[=======================                           ] 112.4/242.7 MB
 46%[=======================                           ] 112.4/242.7 MB
 46%[=======================                           ] 112.4/242.7 MB
 46%[=======================                           ] 112.4/242.7 MB
 46%[=======================                           ] 112.4/242.7 MB
 46%[=======================                           ] 112.5/242.7 MB
 46%[=======================                           ] 112.5/242.7 MB
 46%[=======================                           ] 112.5/242.7 MB
 46%[=======================                           ] 112.5/242.7 MB
 46%[=======================                           ] 112.5/242.7 MB
 46%[=======================                           ] 112.5/242.7 MB
 46%[=======================                           ] 112.5/242.7 MB
 46%[=======================                           ] 112.5/242.7 MB
 46%[=======================                           ] 112.5/242.7 MB
 46%[=======================                           ] 112.5/242.7 MB
 46%[=======================                           ] 112.5/242.7 MB
 46%[=======================                           ] 112.5/242.7 MB
 46%[=======================                           ] 112.5/242.7 MB
 46%[=======================                           ] 112.6/242.7 MB
 46%[=======================                           ] 112.6/242.7 MB
 46%[=======================                           ] 112.6/242.7 MB
 46%[=======================                           ] 112.6/242.7 MB
 46%[=======================                           ] 112.6/242.7 MB
 46%[=======================                           ] 112.6/242.7 MB
 46%[=======================                           ] 112.6/242.7 MB
 46%[=======================                           ] 112.6/242.7 MB
 46%[=======================                           ] 112.6/242.7 MB
 46%[=======================                           ] 112.6/242.7 MB
 46%[=======================                           ] 112.6/242.7 MB
 46%[=======================                           ] 112.6/242.7 MB
 46%[=======================                           ] 112.6/242.7 MB
 46%[=======================                           ] 112.7/242.7 MB
 46%[=======================                           ] 112.7/242.7 MB
 46%[=======================                           ] 112.7/242.7 MB
 46%[=======================                           ] 112.7/242.7 MB
 46%[=======================                           ] 112.7/242.7 MB
 46%[=======================                           ] 112.7/242.7 MB
 46%[=======================                           ] 112.7/242.7 MB
 46%[=======================                           ] 112.7/242.7 MB
 46%[=======================                           ] 112.7/242.7 MB
 46%[=======================                           ] 112.7/242.7 MB
 46%[=======================                           ] 112.7/242.7 MB
 46%[=======================                           ] 112.7/242.7 MB
 46%[=======================                           ] 112.8/242.7 MB
 46%[=======================                           ] 112.8/242.7 MB
 46%[=======================                           ] 112.8/242.7 MB
 46%[=======================                           ] 112.8/242.7 MB
 46%[=======================                           ] 112.8/242.7 MB
 46%[=======================                           ] 112.8/242.7 MB
 46%[=======================                           ] 112.8/242.7 MB
 46%[=======================                           ] 112.8/242.7 MB
 46%[=======================                           ] 112.8/242.7 MB
 46%[=======================                           ] 112.8/242.7 MB
 46%[=======================                           ] 112.8/242.7 MB
 46%[=======================                           ] 112.8/242.7 MB
 46%[=======================                           ] 112.8/242.7 MB
 47%[=======================                           ] 112.9/242.7 MB
 47%[=======================                           ] 112.9/242.7 MB
 47%[=======================                           ] 112.9/242.7 MB
 47%[=======================                           ] 112.9/242.7 MB
 47%[=======================                           ] 112.9/242.7 MB
 47%[=======================                           ] 112.9/242.7 MB
 47%[=======================                           ] 112.9/242.7 MB
 47%[=======================                           ] 112.9/242.7 MB
 47%[=======================                           ] 112.9/242.7 MB
 47%[=======================                           ] 112.9/242.7 MB
 47%[=======================                           ] 112.9/242.7 MB
 47%[=======================                           ] 112.9/242.7 MB
 47%[=======================                           ] 112.9/242.7 MB
 47%[=======================                           ] 113.0/242.7 MB
 47%[=======================                           ] 113.0/242.7 MB
 47%[=======================                           ] 113.0/242.7 MB
 47%[=======================                           ] 113.0/242.7 MB
 47%[=======================                           ] 113.0/242.7 MB
 47%[=======================                           ] 113.0/242.7 MB
 47%[=======================                           ] 113.0/242.7 MB
 47%[=======================                           ] 113.0/242.7 MB
 47%[=======================                           ] 113.0/242.7 MB
 47%[=======================                           ] 113.0/242.7 MB
 47%[=======================                           ] 113.0/242.7 MB
 47%[=======================                           ] 113.0/242.7 MB
 47%[=======================                           ] 113.0/242.7 MB
 47%[=======================                           ] 113.1/242.7 MB
 47%[=======================                           ] 113.1/242.7 MB
 47%[=======================                           ] 113.1/242.7 MB
 47%[=======================                           ] 113.1/242.7 MB
 47%[=======================                           ] 113.1/242.7 MB
 47%[=======================                           ] 113.1/242.7 MB
 47%[=======================                           ] 113.1/242.7 MB
 47%[=======================                           ] 113.1/242.7 MB
 47%[=======================                           ] 113.1/242.7 MB
 47%[=======================                           ] 113.1/242.7 MB
 47%[=======================                           ] 113.1/242.7 MB
 47%[=======================                           ] 113.1/242.7 MB
 47%[=======================                           ] 113.1/242.7 MB
 47%[=======================                           ] 113.2/242.7 MB
 47%[=======================                           ] 113.2/242.7 MB
 47%[=======================                           ] 113.2/242.7 MB
 47%[=======================                           ] 113.2/242.7 MB
 47%[=======================                           ] 113.2/242.7 MB
 47%[=======================                           ] 113.2/242.7 MB
 47%[=======================                           ] 113.2/242.7 MB
 47%[=======================                           ] 113.2/242.7 MB
 47%[=======================                           ] 113.2/242.7 MB
 47%[=======================                           ] 113.2/242.7 MB
 47%[=======================                           ] 113.2/242.7 MB
 47%[=======================                           ] 113.2/242.7 MB
 47%[=======================                           ] 113.2/242.7 MB
 47%[=======================                           ] 113.3/242.7 MB
 47%[=======================                           ] 113.3/242.7 MB
 47%[=======================                           ] 113.3/242.7 MB
 47%[=======================                           ] 113.3/242.7 MB
 47%[=======================                           ] 113.3/242.7 MB
 47%[=======================                           ] 113.3/242.7 MB
 47%[=======================                           ] 113.3/242.7 MB
 47%[=======================                           ] 113.3/242.7 MB
 47%[=======================                           ] 113.3/242.7 MB
 47%[=======================                           ] 113.3/242.7 MB
 47%[=======================                           ] 113.3/242.7 MB
 47%[=======================                           ] 113.3/242.7 MB
 47%[=======================                           ] 113.4/242.7 MB
 47%[=======================                           ] 113.4/242.7 MB
 47%[=======================                           ] 113.4/242.7 MB
 47%[=======================                           ] 113.4/242.7 MB
 47%[=======================                           ] 113.4/242.7 MB
 47%[=======================                           ] 113.4/242.7 MB
 47%[=======================                           ] 113.4/242.7 MB
 47%[=======================                           ] 113.4/242.7 MB
 47%[=======================                           ] 113.4/242.7 MB
 47%[=======================                           ] 113.4/242.7 MB
 47%[=======================                           ] 113.4/242.7 MB
 47%[=======================                           ] 113.4/242.7 MB
 47%[=======================                           ] 113.4/242.7 MB
 47%[=======================                           ] 113.5/242.7 MB
 47%[=======================                           ] 113.5/242.7 MB
 47%[=======================                           ] 113.5/242.7 MB
 47%[=======================                           ] 113.5/242.7 MB
 47%[=======================                           ] 113.5/242.7 MB
 47%[=======================                           ] 113.5/242.7 MB
 47%[=======================                           ] 113.5/242.7 MB
 47%[=======================                           ] 113.5/242.7 MB
 47%[=======================                           ] 113.5/242.7 MB
 47%[=======================                           ] 113.5/242.7 MB
 47%[=======================                           ] 113.5/242.7 MB
 47%[=======================                           ] 113.5/242.7 MB
 47%[=======================                           ] 113.5/242.7 MB
 47%[=======================                           ] 113.6/242.7 MB
 47%[=======================                           ] 113.6/242.7 MB
 47%[=======================                           ] 113.6/242.7 MB
 47%[=======================                           ] 113.6/242.7 MB
 47%[=======================                           ] 113.6/242.7 MB
 47%[=======================                           ] 113.6/242.7 MB
 47%[=======================                           ] 113.6/242.7 MB
 47%[=======================                           ] 113.6/242.7 MB
 47%[=======================                           ] 113.6/242.7 MB
 47%[=======================                           ] 113.6/242.7 MB
 47%[=======================                           ] 113.6/242.7 MB
 47%[=======================                           ] 113.6/242.7 MB
 47%[=======================                           ] 113.6/242.7 MB
 47%[=======================                           ] 113.7/242.7 MB
 47%[=======================                           ] 113.7/242.7 MB
 47%[=======================                           ] 113.7/242.7 MB
 47%[=======================                           ] 113.7/242.7 MB
 47%[=======================                           ] 113.7/242.7 MB
 47%[=======================                           ] 113.7/242.7 MB
 47%[=======================                           ] 113.7/242.7 MB
 47%[=======================                           ] 113.7/242.7 MB
 47%[=======================                           ] 113.7/242.7 MB
 47%[=======================                           ] 113.7/242.7 MB
 47%[=======================                           ] 113.7/242.7 MB
 47%[=======================                           ] 113.7/242.7 MB
 47%[=======================                           ] 113.8/242.7 MB
 47%[=======================                           ] 113.8/242.7 MB
 47%[=======================                           ] 113.8/242.7 MB
 47%[=======================                           ] 113.8/242.7 MB
 47%[=======================                           ] 113.8/242.7 MB
 47%[=======================                           ] 113.8/242.7 MB
 47%[=======================                           ] 113.8/242.7 MB
 47%[=======================                           ] 113.8/242.7 MB
 47%[=======================                           ] 113.8/242.7 MB
 47%[=======================                           ] 113.8/242.7 MB
 47%[=======================                           ] 113.8/242.7 MB
 47%[=======================                           ] 113.8/242.7 MB
 47%[=======================                           ] 113.8/242.7 MB
 47%[=======================                           ] 113.9/242.7 MB
 47%[=======================                           ] 113.9/242.7 MB
 47%[=======================                           ] 113.9/242.7 MB
 47%[=======================                           ] 113.9/242.7 MB
 47%[=======================                           ] 113.9/242.7 MB
 47%[=======================                           ] 113.9/242.7 MB
 47%[=======================                           ] 113.9/242.7 MB
 47%[=======================                           ] 113.9/242.7 MB
 47%[=======================                           ] 113.9/242.7 MB
 47%[=======================                           ] 113.9/242.7 MB
 47%[=======================                           ] 113.9/242.7 MB
 47%[=======================                           ] 113.9/242.7 MB
 47%[=======================                           ] 113.9/242.7 MB
 47%[=======================                           ] 114.0/242.7 MB
 47%[=======================                           ] 114.0/242.7 MB
 47%[=======================                           ] 114.0/242.7 MB
 47%[=======================                           ] 114.0/242.7 MB
 47%[=======================                           ] 114.0/242.7 MB
 47%[=======================                           ] 114.0/242.7 MB
 47%[=======================                           ] 114.0/242.7 MB
 47%[=======================                           ] 114.0/242.7 MB
 47%[=======================                           ] 114.0/242.7 MB
 47%[=======================                           ] 114.0/242.7 MB
 47%[=======================                           ] 114.0/242.7 MB
 47%[=======================                           ] 114.0/242.7 MB
 47%[=======================                           ] 114.0/242.7 MB
 47%[=======================                           ] 114.1/242.7 MB
 47%[=======================                           ] 114.1/242.7 MB
 47%[=======================                           ] 114.1/242.7 MB
 47%[=======================                           ] 114.1/242.7 MB
 47%[=======================                           ] 114.1/242.7 MB
 47%[=======================                           ] 114.1/242.7 MB
 47%[=======================                           ] 114.1/242.7 MB
 47%[=======================                           ] 114.1/242.7 MB
 47%[=======================                           ] 114.1/242.7 MB
 47%[=======================                           ] 114.1/242.7 MB
 47%[=======================                           ] 114.1/242.7 MB
 47%[=======================                           ] 114.1/242.7 MB
 47%[=======================                           ] 114.1/242.7 MB
 47%[=======================                           ] 114.2/242.7 MB
 47%[=======================                           ] 114.2/242.7 MB
 47%[=======================                           ] 114.2/242.7 MB
 47%[=======================                           ] 114.2/242.7 MB
 47%[=======================                           ] 114.2/242.7 MB
 47%[=======================                           ] 114.2/242.7 MB
 47%[=======================                           ] 114.2/242.7 MB
 47%[=======================                           ] 114.2/242.7 MB
 47%[=======================                           ] 114.2/242.7 MB
 47%[=======================                           ] 114.2/242.7 MB
 47%[=======================                           ] 114.2/242.7 MB
 47%[=======================                           ] 114.2/242.7 MB
 47%[=======================                           ] 114.2/242.7 MB
 47%[=======================                           ] 114.3/242.7 MB
 47%[=======================                           ] 114.3/242.7 MB
 47%[=======================                           ] 114.3/242.7 MB
 47%[=======================                           ] 114.3/242.7 MB
 47%[=======================                           ] 114.3/242.7 MB
 47%[=======================                           ] 114.3/242.7 MB
 47%[=======================                           ] 114.3/242.7 MB
 47%[=======================                           ] 114.3/242.7 MB
 47%[=======================                           ] 114.3/242.7 MB
 47%[=======================                           ] 114.3/242.7 MB
 47%[=======================                           ] 114.3/242.7 MB
 47%[=======================                           ] 114.3/242.7 MB
 47%[=======================                           ] 114.4/242.7 MB
 47%[=======================                           ] 114.4/242.7 MB
 47%[=======================                           ] 114.4/242.7 MB
 47%[=======================                           ] 114.4/242.7 MB
 47%[=======================                           ] 114.4/242.7 MB
 47%[=======================                           ] 114.4/242.7 MB
 47%[=======================                           ] 114.4/242.7 MB
 47%[=======================                           ] 114.4/242.7 MB
 47%[=======================                           ] 114.4/242.7 MB
 47%[=======================                           ] 114.4/242.7 MB
 47%[=======================                           ] 114.4/242.7 MB
 47%[=======================                           ] 114.4/242.7 MB
 47%[=======================                           ] 114.4/242.7 MB
 47%[=======================                           ] 114.5/242.7 MB
 47%[=======================                           ] 114.5/242.7 MB
 47%[=======================                           ] 114.5/242.7 MB
 47%[=======================                           ] 114.5/242.7 MB
 47%[=======================                           ] 114.5/242.7 MB
 47%[=======================                           ] 114.5/242.7 MB
 47%[=======================                           ] 114.5/242.7 MB
 47%[=======================                           ] 114.5/242.7 MB
 47%[=======================                           ] 114.5/242.7 MB
 47%[=======================                           ] 114.5/242.7 MB
 47%[=======================                           ] 114.5/242.7 MB
 47%[=======================                           ] 114.5/242.7 MB
 47%[=======================                           ] 114.5/242.7 MB
 47%[=======================                           ] 114.6/242.7 MB
 47%[=======================                           ] 114.6/242.7 MB
 47%[=======================                           ] 114.6/242.7 MB
 47%[=======================                           ] 114.6/242.7 MB
 47%[=======================                           ] 114.6/242.7 MB
 47%[=======================                           ] 114.6/242.7 MB
 47%[=======================                           ] 114.6/242.7 MB
 47%[=======================                           ] 114.6/242.7 MB
 47%[=======================                           ] 114.6/242.7 MB
 47%[=======================                           ] 114.6/242.7 MB
 47%[=======================                           ] 114.6/242.7 MB
 47%[=======================                           ] 114.6/242.7 MB
 47%[=======================                           ] 114.6/242.7 MB
 47%[=======================                           ] 114.7/242.7 MB
 47%[=======================                           ] 114.7/242.7 MB
 47%[=======================                           ] 114.7/242.7 MB
 47%[=======================                           ] 114.7/242.7 MB
 47%[=======================                           ] 114.7/242.7 MB
 47%[=======================                           ] 114.7/242.7 MB
 47%[=======================                           ] 114.7/242.7 MB
 47%[=======================                           ] 114.7/242.7 MB
 47%[=======================                           ] 114.7/242.7 MB
 47%[=======================                           ] 114.7/242.7 MB
 47%[=======================                           ] 114.7/242.7 MB
 47%[=======================                           ] 114.7/242.7 MB
 47%[=======================                           ] 114.8/242.7 MB
 47%[=======================                           ] 114.8/242.7 MB
 47%[=======================                           ] 114.8/242.7 MB
 47%[=======================                           ] 114.8/242.7 MB
 47%[=======================                           ] 114.8/242.7 MB
 47%[=======================                           ] 114.8/242.7 MB
 47%[=======================                           ] 114.8/242.7 MB
 47%[=======================                           ] 114.8/242.7 MB
 47%[=======================                           ] 114.8/242.7 MB
 47%[=======================                           ] 114.8/242.7 MB
 47%[=======================                           ] 114.8/242.7 MB
 47%[=======================                           ] 114.8/242.7 MB
 47%[=======================                           ] 114.8/242.7 MB
 47%[=======================                           ] 114.9/242.7 MB
 47%[=======================                           ] 114.9/242.7 MB
 47%[=======================                           ] 114.9/242.7 MB
 47%[=======================                           ] 114.9/242.7 MB
 47%[=======================                           ] 114.9/242.7 MB
 47%[=======================                           ] 114.9/242.7 MB
 47%[=======================                           ] 114.9/242.7 MB
 47%[=======================                           ] 114.9/242.7 MB
 47%[=======================                           ] 114.9/242.7 MB
 47%[=======================                           ] 114.9/242.7 MB
 47%[=======================                           ] 114.9/242.7 MB
 47%[=======================                           ] 114.9/242.7 MB
 47%[=======================                           ] 114.9/242.7 MB
 47%[=======================                           ] 115.0/242.7 MB
 47%[=======================                           ] 115.0/242.7 MB
 47%[=======================                           ] 115.0/242.7 MB
 47%[=======================                           ] 115.0/242.7 MB
 47%[=======================                           ] 115.0/242.7 MB
 47%[=======================                           ] 115.0/242.7 MB
 47%[=======================                           ] 115.0/242.7 MB
 47%[=======================                           ] 115.0/242.7 MB
 47%[=======================                           ] 115.0/242.7 MB
 47%[=======================                           ] 115.0/242.7 MB
 47%[=======================                           ] 115.0/242.7 MB
 47%[=======================                           ] 115.0/242.7 MB
 47%[=======================                           ] 115.0/242.7 MB
 47%[=======================                           ] 115.1/242.7 MB
 47%[=======================                           ] 115.1/242.7 MB
 47%[=======================                           ] 115.1/242.7 MB
 47%[=======================                           ] 115.1/242.7 MB
 47%[=======================                           ] 115.1/242.7 MB
 47%[=======================                           ] 115.1/242.7 MB
 47%[=======================                           ] 115.1/242.7 MB
 47%[=======================                           ] 115.1/242.7 MB
 47%[=======================                           ] 115.1/242.7 MB
 47%[=======================                           ] 115.1/242.7 MB
 47%[=======================                           ] 115.1/242.7 MB
 47%[=======================                           ] 115.1/242.7 MB
 47%[=======================                           ] 115.1/242.7 MB
 47%[=======================                           ] 115.2/242.7 MB
 47%[=======================                           ] 115.2/242.7 MB
 47%[=======================                           ] 115.2/242.7 MB
 47%[=======================                           ] 115.2/242.7 MB
 47%[=======================                           ] 115.2/242.7 MB
 47%[=======================                           ] 115.2/242.7 MB
 47%[=======================                           ] 115.2/242.7 MB
 47%[=======================                           ] 115.2/242.7 MB
 47%[=======================                           ] 115.2/242.7 MB
 47%[=======================                           ] 115.2/242.7 MB
 47%[=======================                           ] 115.2/242.7 MB
 47%[=======================                           ] 115.2/242.7 MB
 47%[=======================                           ] 115.2/242.7 MB
 47%[=======================                           ] 115.3/242.7 MB
 47%[=======================                           ] 115.3/242.7 MB
 48%[=======================                           ] 115.3/242.7 MB
 48%[=======================                           ] 115.3/242.7 MB
 48%[=======================                           ] 115.3/242.7 MB
 48%[=======================                           ] 115.3/242.7 MB
 48%[=======================                           ] 115.3/242.7 MB
 48%[=======================                           ] 115.3/242.7 MB
 48%[=======================                           ] 115.3/242.7 MB
 48%[=======================                           ] 115.3/242.7 MB
 48%[=======================                           ] 115.3/242.7 MB
 48%[=======================                           ] 115.3/242.7 MB
 48%[=======================                           ] 115.4/242.7 MB
 48%[=======================                           ] 115.4/242.7 MB
 48%[=======================                           ] 115.4/242.7 MB
 48%[=======================                           ] 115.4/242.7 MB
 48%[=======================                           ] 115.4/242.7 MB
 48%[=======================                           ] 115.4/242.7 MB
 48%[=======================                           ] 115.4/242.7 MB
 48%[=======================                           ] 115.4/242.7 MB
 48%[=======================                           ] 115.4/242.7 MB
 48%[=======================                           ] 115.4/242.7 MB
 48%[=======================                           ] 115.4/242.7 MB
 48%[=======================                           ] 115.4/242.7 MB
 48%[=======================                           ] 115.4/242.7 MB
 48%[=======================                           ] 115.5/242.7 MB
 48%[=======================                           ] 115.5/242.7 MB
 48%[=======================                           ] 115.5/242.7 MB
 48%[=======================                           ] 115.5/242.7 MB
 48%[=======================                           ] 115.5/242.7 MB
 48%[=======================                           ] 115.5/242.7 MB
 48%[=======================                           ] 115.5/242.7 MB
 48%[=======================                           ] 115.5/242.7 MB
 48%[=======================                           ] 115.5/242.7 MB
 48%[=======================                           ] 115.5/242.7 MB
 48%[=======================                           ] 115.5/242.7 MB
 48%[=======================                           ] 115.5/242.7 MB
 48%[=======================                           ] 115.5/242.7 MB
 48%[=======================                           ] 115.6/242.7 MB
 48%[=======================                           ] 115.6/242.7 MB
 48%[=======================                           ] 115.6/242.7 MB
 48%[=======================                           ] 115.6/242.7 MB
 48%[=======================                           ] 115.6/242.7 MB
 48%[=======================                           ] 115.6/242.7 MB
 48%[=======================                           ] 115.6/242.7 MB
 48%[=======================                           ] 115.6/242.7 MB
 48%[=======================                           ] 115.6/242.7 MB
 48%[=======================                           ] 115.6/242.7 MB
 48%[=======================                           ] 115.6/242.7 MB
 48%[=======================                           ] 115.6/242.7 MB
 48%[=======================                           ] 115.6/242.7 MB
 48%[=======================                           ] 115.7/242.7 MB
 48%[=======================                           ] 115.7/242.7 MB
 48%[=======================                           ] 115.7/242.7 MB
 48%[=======================                           ] 115.7/242.7 MB
 48%[=======================                           ] 115.7/242.7 MB
 48%[=======================                           ] 115.7/242.7 MB
 48%[=======================                           ] 115.7/242.7 MB
 48%[=======================                           ] 115.7/242.7 MB
 48%[=======================                           ] 115.7/242.7 MB
 48%[=======================                           ] 115.7/242.7 MB
 48%[=======================                           ] 115.7/242.7 MB
 48%[=======================                           ] 115.7/242.7 MB
 48%[=======================                           ] 115.8/242.7 MB
 48%[=======================                           ] 115.8/242.7 MB
 48%[=======================                           ] 115.8/242.7 MB
 48%[=======================                           ] 115.8/242.7 MB
 48%[=======================                           ] 115.8/242.7 MB
 48%[=======================                           ] 115.8/242.7 MB
 48%[=======================                           ] 115.8/242.7 MB
 48%[=======================                           ] 115.8/242.7 MB
 48%[=======================                           ] 115.8/242.7 MB
 48%[=======================                           ] 115.8/242.7 MB
 48%[=======================                           ] 115.8/242.7 MB
 48%[=======================                           ] 115.8/242.7 MB
 48%[=======================                           ] 115.8/242.7 MB
 48%[=======================                           ] 115.9/242.7 MB
 48%[=======================                           ] 115.9/242.7 MB
 48%[=======================                           ] 115.9/242.7 MB
 48%[=======================                           ] 115.9/242.7 MB
 48%[=======================                           ] 115.9/242.7 MB
 48%[=======================                           ] 115.9/242.7 MB
 48%[=======================                           ] 115.9/242.7 MB
 48%[=======================                           ] 115.9/242.7 MB
 48%[=======================                           ] 115.9/242.7 MB
 48%[=======================                           ] 115.9/242.7 MB
 48%[=======================                           ] 115.9/242.7 MB
 48%[=======================                           ] 115.9/242.7 MB
 48%[=======================                           ] 115.9/242.7 MB
 48%[=======================                           ] 116.0/242.7 MB
 48%[=======================                           ] 116.0/242.7 MB
 48%[=======================                           ] 116.0/242.7 MB
 48%[=======================                           ] 116.0/242.7 MB
 48%[=======================                           ] 116.0/242.7 MB
 48%[=======================                           ] 116.0/242.7 MB
 48%[=======================                           ] 116.0/242.7 MB
 48%[=======================                           ] 116.0/242.7 MB
 48%[=======================                           ] 116.0/242.7 MB
 48%[=======================                           ] 116.0/242.7 MB
 48%[=======================                           ] 116.0/242.7 MB
 48%[=======================                           ] 116.0/242.7 MB
 48%[=======================                           ] 116.0/242.7 MB
 48%[=======================                           ] 116.1/242.7 MB
 48%[=======================                           ] 116.1/242.7 MB
 48%[=======================                           ] 116.1/242.7 MB
 48%[=======================                           ] 116.1/242.7 MB
 48%[=======================                           ] 116.1/242.7 MB
 48%[=======================                           ] 116.1/242.7 MB
 48%[=======================                           ] 116.1/242.7 MB
 48%[=======================                           ] 116.1/242.7 MB
 48%[=======================                           ] 116.1/242.7 MB
 48%[=======================                           ] 116.1/242.7 MB
 48%[=======================                           ] 116.1/242.7 MB
 48%[=======================                           ] 116.1/242.7 MB
 48%[=======================                           ] 116.1/242.7 MB
 48%[=======================                           ] 116.2/242.7 MB
 48%[=======================                           ] 116.2/242.7 MB
 48%[=======================                           ] 116.2/242.7 MB
 48%[=======================                           ] 116.2/242.7 MB
 48%[=======================                           ] 116.2/242.7 MB
 48%[=======================                           ] 116.2/242.7 MB
 48%[=======================                           ] 116.2/242.7 MB
 48%[=======================                           ] 116.2/242.7 MB
 48%[=======================                           ] 116.2/242.7 MB
 48%[=======================                           ] 116.2/242.7 MB
 48%[=======================                           ] 116.2/242.7 MB
 48%[=======================                           ] 116.2/242.7 MB
 48%[=======================                           ] 116.2/242.7 MB
 48%[=======================                           ] 116.3/242.7 MB
 48%[=======================                           ] 116.3/242.7 MB
 48%[=======================                           ] 116.3/242.7 MB
 48%[=======================                           ] 116.3/242.7 MB
 48%[=======================                           ] 116.3/242.7 MB
 48%[=======================                           ] 116.3/242.7 MB
 48%[=======================                           ] 116.3/242.7 MB
 48%[=======================                           ] 116.3/242.7 MB
 48%[=======================                           ] 116.3/242.7 MB
 48%[=======================                           ] 116.3/242.7 MB
 48%[=======================                           ] 116.3/242.7 MB
 48%[=======================                           ] 116.3/242.7 MB
 48%[=======================                           ] 116.4/242.7 MB
 48%[=======================                           ] 116.4/242.7 MB
 48%[=======================                           ] 116.4/242.7 MB
 48%[=======================                           ] 116.4/242.7 MB
 48%[=======================                           ] 116.4/242.7 MB
 48%[=======================                           ] 116.4/242.7 MB
 48%[=======================                           ] 116.4/242.7 MB
 48%[=======================                           ] 116.4/242.7 MB
 48%[=======================                           ] 116.4/242.7 MB
 48%[=======================                           ] 116.4/242.7 MB
 48%[=======================                           ] 116.4/242.7 MB
 48%[=======================                           ] 116.4/242.7 MB
 48%[=======================                           ] 116.4/242.7 MB
 48%[=======================                           ] 116.5/242.7 MB
 48%[=======================                           ] 116.5/242.7 MB
 48%[=======================                           ] 116.5/242.7 MB
 48%[=======================                           ] 116.5/242.7 MB
 48%[=======================                           ] 116.5/242.7 MB
 48%[========================                          ] 116.5/242.7 MB
 48%[========================                          ] 116.5/242.7 MB
 48%[========================                          ] 116.5/242.7 MB
 48%[========================                          ] 116.5/242.7 MB
 48%[========================                          ] 116.5/242.7 MB
 48%[========================                          ] 116.5/242.7 MB
 48%[========================                          ] 116.5/242.7 MB
 48%[========================                          ] 116.5/242.7 MB
 48%[========================                          ] 116.6/242.7 MB
 48%[========================                          ] 116.6/242.7 MB
 48%[========================                          ] 116.6/242.7 MB
 48%[========================                          ] 116.6/242.7 MB
 48%[========================                          ] 116.6/242.7 MB
 48%[========================                          ] 116.6/242.7 MB
 48%[========================                          ] 116.6/242.7 MB
 48%[========================                          ] 116.6/242.7 MB
 48%[========================                          ] 116.6/242.7 MB
 48%[========================                          ] 116.6/242.7 MB
 48%[========================                          ] 116.6/242.7 MB
 48%[========================                          ] 116.6/242.7 MB
 48%[========================                          ] 116.6/242.7 MB
 48%[========================                          ] 116.7/242.7 MB
 48%[========================                          ] 116.7/242.7 MB
 48%[========================                          ] 116.7/242.7 MB
 48%[========================                          ] 116.7/242.7 MB
 48%[========================                          ] 116.7/242.7 MB
 48%[========================                          ] 116.7/242.7 MB
 48%[========================                          ] 116.7/242.7 MB
 48%[========================                          ] 116.7/242.7 MB
 48%[========================                          ] 116.7/242.7 MB
 48%[========================                          ] 116.7/242.7 MB
 48%[========================                          ] 116.7/242.7 MB
 48%[========================                          ] 116.7/242.7 MB
 48%[========================                          ] 116.8/242.7 MB
 48%[========================                          ] 116.8/242.7 MB
 48%[========================                          ] 116.8/242.7 MB
 48%[========================                          ] 116.8/242.7 MB
 48%[========================                          ] 116.8/242.7 MB
 48%[========================                          ] 116.8/242.7 MB
 48%[========================                          ] 116.8/242.7 MB
 48%[========================                          ] 116.8/242.7 MB
 48%[========================                          ] 116.8/242.7 MB
 48%[========================                          ] 116.8/242.7 MB
 48%[========================                          ] 116.8/242.7 MB
 48%[========================                          ] 116.8/242.7 MB
 48%[========================                          ] 116.8/242.7 MB
 48%[========================                          ] 116.9/242.7 MB
 48%[========================                          ] 116.9/242.7 MB
 48%[========================                          ] 116.9/242.7 MB
 48%[========================                          ] 116.9/242.7 MB
 48%[========================                          ] 116.9/242.7 MB
 48%[========================                          ] 116.9/242.7 MB
 48%[========================                          ] 116.9/242.7 MB
 48%[========================                          ] 116.9/242.7 MB
 48%[========================                          ] 116.9/242.7 MB
 48%[========================                          ] 116.9/242.7 MB
 48%[========================                          ] 116.9/242.7 MB
 48%[========================                          ] 116.9/242.7 MB
 48%[========================                          ] 116.9/242.7 MB
 48%[========================                          ] 117.0/242.7 MB
 48%[========================                          ] 117.0/242.7 MB
 48%[========================                          ] 117.0/242.7 MB
 48%[========================                          ] 117.0/242.7 MB
 48%[========================                          ] 117.0/242.7 MB
 48%[========================                          ] 117.0/242.7 MB
 48%[========================                          ] 117.0/242.7 MB
 48%[========================                          ] 117.0/242.7 MB
 48%[========================                          ] 117.0/242.7 MB
 48%[========================                          ] 117.0/242.7 MB
 48%[========================                          ] 117.0/242.7 MB
 48%[========================                          ] 117.0/242.7 MB
 48%[========================                          ] 117.0/242.7 MB
 48%[========================                          ] 117.1/242.7 MB
 48%[========================                          ] 117.1/242.7 MB
 48%[========================                          ] 117.1/242.7 MB
 48%[========================                          ] 117.1/242.7 MB
 48%[========================                          ] 117.1/242.7 MB
 48%[========================                          ] 117.1/242.7 MB
 48%[========================                          ] 117.1/242.7 MB
 48%[========================                          ] 117.1/242.7 MB
 48%[========================                          ] 117.1/242.7 MB
 48%[========================                          ] 117.1/242.7 MB
 48%[========================                          ] 117.1/242.7 MB
 48%[========================                          ] 117.1/242.7 MB
 48%[========================                          ] 117.1/242.7 MB
 48%[========================                          ] 117.2/242.7 MB
 48%[========================                          ] 117.2/242.7 MB
 48%[========================                          ] 117.2/242.7 MB
 48%[========================                          ] 117.2/242.7 MB
 48%[========================                          ] 117.2/242.7 MB
 48%[========================                          ] 117.2/242.7 MB
 48%[========================                          ] 117.2/242.7 MB
 48%[========================                          ] 117.2/242.7 MB
 48%[========================                          ] 117.2/242.7 MB
 48%[========================                          ] 117.2/242.7 MB
 48%[========================                          ] 117.2/242.7 MB
 48%[========================                          ] 117.2/242.7 MB
 48%[========================                          ] 117.2/242.7 MB
 48%[========================                          ] 117.3/242.7 MB
 48%[========================                          ] 117.3/242.7 MB
 48%[========================                          ] 117.3/242.7 MB
 48%[========================                          ] 117.3/242.7 MB
 48%[========================                          ] 117.3/242.7 MB
 48%[========================                          ] 117.3/242.7 MB
 48%[========================                          ] 117.3/242.7 MB
 48%[========================                          ] 117.3/242.7 MB
 48%[========================                          ] 117.3/242.7 MB
 48%[========================                          ] 117.3/242.7 MB
 48%[========================                          ] 117.3/242.7 MB
 48%[========================                          ] 117.3/242.7 MB
 48%[========================                          ] 117.4/242.7 MB
 48%[========================                          ] 117.4/242.7 MB
 48%[========================                          ] 117.4/242.7 MB
 48%[========================                          ] 117.4/242.7 MB
 48%[========================                          ] 117.4/242.7 MB
 48%[========================                          ] 117.4/242.7 MB
 48%[========================                          ] 117.4/242.7 MB
 48%[========================                          ] 117.4/242.7 MB
 48%[========================                          ] 117.4/242.7 MB
 48%[========================                          ] 117.4/242.7 MB
 48%[========================                          ] 117.4/242.7 MB
 48%[========================                          ] 117.4/242.7 MB
 48%[========================                          ] 117.4/242.7 MB
 48%[========================                          ] 117.5/242.7 MB
 48%[========================                          ] 117.5/242.7 MB
 48%[========================                          ] 117.5/242.7 MB
 48%[========================                          ] 117.5/242.7 MB
 48%[========================                          ] 117.5/242.7 MB
 48%[========================                          ] 117.5/242.7 MB
 48%[========================                          ] 117.5/242.7 MB
 48%[========================                          ] 117.5/242.7 MB
 48%[========================                          ] 117.5/242.7 MB
 48%[========================                          ] 117.5/242.7 MB
 48%[========================                          ] 117.5/242.7 MB
 48%[========================                          ] 117.5/242.7 MB
 48%[========================                          ] 117.5/242.7 MB
 48%[========================                          ] 117.6/242.7 MB
 48%[========================                          ] 117.6/242.7 MB
 48%[========================                          ] 117.6/242.7 MB
 48%[========================                          ] 117.6/242.7 MB
 48%[========================                          ] 117.6/242.7 MB
 48%[========================                          ] 117.6/242.7 MB
 48%[========================                          ] 117.6/242.7 MB
 48%[========================                          ] 117.6/242.7 MB
 48%[========================                          ] 117.6/242.7 MB
 48%[========================                          ] 117.6/242.7 MB
 48%[========================                          ] 117.6/242.7 MB
 48%[========================                          ] 117.6/242.7 MB
 48%[========================                          ] 117.6/242.7 MB
 48%[========================                          ] 117.7/242.7 MB
 48%[========================                          ] 117.7/242.7 MB
 48%[========================                          ] 117.7/242.7 MB
 48%[========================                          ] 117.7/242.7 MB
 48%[========================                          ] 117.7/242.7 MB
 48%[========================                          ] 117.7/242.7 MB
 49%[========================                          ] 117.7/242.7 MB
 49%[========================                          ] 117.7/242.7 MB
 49%[========================                          ] 117.7/242.7 MB
 49%[========================                          ] 117.7/242.7 MB
 49%[========================                          ] 117.7/242.7 MB
 49%[========================                          ] 117.7/242.7 MB
 49%[========================                          ] 117.8/242.7 MB
 49%[========================                          ] 117.8/242.7 MB
 49%[========================                          ] 117.8/242.7 MB
 49%[========================                          ] 117.8/242.7 MB
 49%[========================                          ] 117.8/242.7 MB
 49%[========================                          ] 117.8/242.7 MB
 49%[========================                          ] 117.8/242.7 MB
 49%[========================                          ] 117.8/242.7 MB
 49%[========================                          ] 117.8/242.7 MB
 49%[========================                          ] 117.8/242.7 MB
 49%[========================                          ] 117.8/242.7 MB
 49%[========================                          ] 117.8/242.7 MB
 49%[========================                          ] 117.8/242.7 MB
 49%[========================                          ] 117.9/242.7 MB
 49%[========================                          ] 117.9/242.7 MB
 49%[========================                          ] 117.9/242.7 MB
 49%[========================                          ] 117.9/242.7 MB
 49%[========================                          ] 117.9/242.7 MB
 49%[========================                          ] 117.9/242.7 MB
 49%[========================                          ] 117.9/242.7 MB
 49%[========================                          ] 117.9/242.7 MB
 49%[========================                          ] 117.9/242.7 MB
 49%[========================                          ] 117.9/242.7 MB
 49%[========================                          ] 117.9/242.7 MB
 49%[========================                          ] 117.9/242.7 MB
 49%[========================                          ] 117.9/242.7 MB
 49%[========================                          ] 118.0/242.7 MB
 49%[========================                          ] 118.0/242.7 MB
 49%[========================                          ] 118.0/242.7 MB
 49%[========================                          ] 118.0/242.7 MB
 49%[========================                          ] 118.0/242.7 MB
 49%[========================                          ] 118.0/242.7 MB
 49%[========================                          ] 118.0/242.7 MB
 49%[========================                          ] 118.0/242.7 MB
 49%[========================                          ] 118.0/242.7 MB
 49%[========================                          ] 118.0/242.7 MB
 49%[========================                          ] 118.0/242.7 MB
 49%[========================                          ] 118.0/242.7 MB
 49%[========================                          ] 118.0/242.7 MB
 49%[========================                          ] 118.1/242.7 MB
 49%[========================                          ] 118.1/242.7 MB
 49%[========================                          ] 118.1/242.7 MB
 49%[========================                          ] 118.1/242.7 MB
 49%[========================                          ] 118.1/242.7 MB
 49%[========================                          ] 118.1/242.7 MB
 49%[========================                          ] 118.1/242.7 MB
 49%[========================                          ] 118.1/242.7 MB
 49%[========================                          ] 118.1/242.7 MB
 49%[========================                          ] 118.1/242.7 MB
 49%[========================                          ] 118.1/242.7 MB
 49%[========================                          ] 118.1/242.7 MB
 49%[========================                          ] 118.1/242.7 MB
 49%[========================                          ] 118.2/242.7 MB
 49%[========================                          ] 118.2/242.7 MB
 49%[========================                          ] 118.2/242.7 MB
 49%[========================                          ] 118.2/242.7 MB
 49%[========================                          ] 118.2/242.7 MB
 49%[========================                          ] 118.2/242.7 MB
 49%[========================                          ] 118.2/242.7 MB
 49%[========================                          ] 118.2/242.7 MB
 49%[========================                          ] 118.2/242.7 MB
 49%[========================                          ] 118.2/242.7 MB
 49%[========================                          ] 118.2/242.7 MB
 49%[========================                          ] 118.2/242.7 MB
 49%[========================                          ] 118.2/242.7 MB
 49%[========================                          ] 118.3/242.7 MB
 49%[========================                          ] 118.3/242.7 MB
 49%[========================                          ] 118.3/242.7 MB
 49%[========================                          ] 118.3/242.7 MB
 49%[========================                          ] 118.3/242.7 MB
 49%[========================                          ] 118.3/242.7 MB
 49%[========================                          ] 118.3/242.7 MB
 49%[========================                          ] 118.3/242.7 MB
 49%[========================                          ] 118.3/242.7 MB
 49%[========================                          ] 118.3/242.7 MB
 49%[========================                          ] 118.3/242.7 MB
 49%[========================                          ] 118.3/242.7 MB
 49%[========================                          ] 118.4/242.7 MB
 49%[========================                          ] 118.4/242.7 MB
 49%[========================                          ] 118.4/242.7 MB
 49%[========================                          ] 118.4/242.7 MB
 49%[========================                          ] 118.4/242.7 MB
 49%[========================                          ] 118.4/242.7 MB
 49%[========================                          ] 118.4/242.7 MB
 49%[========================                          ] 118.4/242.7 MB
 49%[========================                          ] 118.4/242.7 MB
 49%[========================                          ] 118.4/242.7 MB
 49%[========================                          ] 118.4/242.7 MB
 49%[========================                          ] 118.4/242.7 MB
 49%[========================                          ] 118.4/242.7 MB
 49%[========================                          ] 118.5/242.7 MB
 49%[========================                          ] 118.5/242.7 MB
 49%[========================                          ] 118.5/242.7 MB
 49%[========================                          ] 118.5/242.7 MB
 49%[========================                          ] 118.5/242.7 MB
 49%[========================                          ] 118.5/242.7 MB
 49%[========================                          ] 118.5/242.7 MB
 49%[========================                          ] 118.5/242.7 MB
 49%[========================                          ] 118.5/242.7 MB
 49%[========================                          ] 118.5/242.7 MB
 49%[========================                          ] 118.5/242.7 MB
 49%[========================                          ] 118.5/242.7 MB
 49%[========================                          ] 118.5/242.7 MB
 49%[========================                          ] 118.6/242.7 MB
 49%[========================                          ] 118.6/242.7 MB
 49%[========================                          ] 118.6/242.7 MB
 49%[========================                          ] 118.6/242.7 MB
 49%[========================                          ] 118.6/242.7 MB
 49%[========================                          ] 118.6/242.7 MB
 49%[========================                          ] 118.6/242.7 MB
 49%[========================                          ] 118.6/242.7 MB
 49%[========================                          ] 118.6/242.7 MB
 49%[========================                          ] 118.6/242.7 MB
 49%[========================                          ] 118.6/242.7 MB
 49%[========================                          ] 118.6/242.7 MB
 49%[========================                          ] 118.6/242.7 MB
 49%[========================                          ] 118.7/242.7 MB
 49%[========================                          ] 118.7/242.7 MB
 49%[========================                          ] 118.7/242.7 MB
 49%[========================                          ] 118.7/242.7 MB
 49%[========================                          ] 118.7/242.7 MB
 49%[========================                          ] 118.7/242.7 MB
 49%[========================                          ] 118.7/242.7 MB
 49%[========================                          ] 118.7/242.7 MB
 49%[========================                          ] 118.7/242.7 MB
 49%[========================                          ] 118.7/242.7 MB
 49%[========================                          ] 118.7/242.7 MB
 49%[========================                          ] 118.7/242.7 MB
 49%[========================                          ] 118.8/242.7 MB
 49%[========================                          ] 118.8/242.7 MB
 49%[========================                          ] 118.8/242.7 MB
 49%[========================                          ] 118.8/242.7 MB
 49%[========================                          ] 118.8/242.7 MB
 49%[========================                          ] 118.8/242.7 MB
 49%[========================                          ] 118.8/242.7 MB
 49%[========================                          ] 118.8/242.7 MB
 49%[========================                          ] 118.8/242.7 MB
 49%[========================                          ] 118.8/242.7 MB
 49%[========================                          ] 118.8/242.7 MB
 49%[========================                          ] 118.8/242.7 MB
 49%[========================                          ] 118.8/242.7 MB
 49%[========================                          ] 118.9/242.7 MB
 49%[========================                          ] 118.9/242.7 MB
 49%[========================                          ] 118.9/242.7 MB
 49%[========================                          ] 118.9/242.7 MB
 49%[========================                          ] 118.9/242.7 MB
 49%[========================                          ] 118.9/242.7 MB
 49%[========================                          ] 118.9/242.7 MB
 49%[========================                          ] 118.9/242.7 MB
 49%[========================                          ] 118.9/242.7 MB
 49%[========================                          ] 118.9/242.7 MB
 49%[========================                          ] 118.9/242.7 MB
 49%[========================                          ] 118.9/242.7 MB
 49%[========================                          ] 118.9/242.7 MB
 49%[========================                          ] 119.0/242.7 MB
 49%[========================                          ] 119.0/242.7 MB
 49%[========================                          ] 119.0/242.7 MB
 49%[========================                          ] 119.0/242.7 MB
 49%[========================                          ] 119.0/242.7 MB
 49%[========================                          ] 119.0/242.7 MB
 49%[========================                          ] 119.0/242.7 MB
 49%[========================                          ] 119.0/242.7 MB
 49%[========================                          ] 119.0/242.7 MB
 49%[========================                          ] 119.0/242.7 MB
 49%[========================                          ] 119.0/242.7 MB
 49%[========================                          ] 119.0/242.7 MB
 49%[========================                          ] 119.0/242.7 MB
 49%[========================                          ] 119.1/242.7 MB
 49%[========================                          ] 119.1/242.7 MB
 49%[========================                          ] 119.1/242.7 MB
 49%[========================                          ] 119.1/242.7 MB
 49%[========================                          ] 119.1/242.7 MB
 49%[========================                          ] 119.1/242.7 MB
 49%[========================                          ] 119.1/242.7 MB
 49%[========================                          ] 119.1/242.7 MB
 49%[========================                          ] 119.1/242.7 MB
 49%[========================                          ] 119.1/242.7 MB
 49%[========================                          ] 119.1/242.7 MB
 49%[========================                          ] 119.1/242.7 MB
 49%[========================                          ] 119.1/242.7 MB
 49%[========================                          ] 119.2/242.7 MB
 49%[========================                          ] 119.2/242.7 MB
 49%[========================                          ] 119.2/242.7 MB
 49%[========================                          ] 119.2/242.7 MB
 49%[========================                          ] 119.2/242.7 MB
 49%[========================                          ] 119.2/242.7 MB
 49%[========================                          ] 119.2/242.7 MB
 49%[========================                          ] 119.2/242.7 MB
 49%[========================                          ] 119.2/242.7 MB
 49%[========================                          ] 119.2/242.7 MB
 49%[========================                          ] 119.2/242.7 MB
 49%[========================                          ] 119.2/242.7 MB
 49%[========================                          ] 119.2/242.7 MB
 49%[========================                          ] 119.3/242.7 MB
 49%[========================                          ] 119.3/242.7 MB
 49%[========================                          ] 119.3/242.7 MB
 49%[========================                          ] 119.3/242.7 MB
 49%[========================                          ] 119.3/242.7 MB
 49%[========================                          ] 119.3/242.7 MB
 49%[========================                          ] 119.3/242.7 MB
 49%[========================                          ] 119.3/242.7 MB
 49%[========================                          ] 119.3/242.7 MB
 49%[========================                          ] 119.3/242.7 MB
 49%[========================                          ] 119.3/242.7 MB
 49%[========================                          ] 119.3/242.7 MB
 49%[========================                          ] 119.4/242.7 MB
 49%[========================                          ] 119.4/242.7 MB
 49%[========================                          ] 119.4/242.7 MB
 49%[========================                          ] 119.4/242.7 MB
 49%[========================                          ] 119.4/242.7 MB
 49%[========================                          ] 119.4/242.7 MB
 49%[========================                          ] 119.4/242.7 MB
 49%[========================                          ] 119.4/242.7 MB
 49%[========================                          ] 119.4/242.7 MB
 49%[========================                          ] 119.4/242.7 MB
 49%[========================                          ] 119.4/242.7 MB
 49%[========================                          ] 119.4/242.7 MB
 49%[========================                          ] 119.4/242.7 MB
 49%[========================                          ] 119.5/242.7 MB
 49%[========================                          ] 119.5/242.7 MB
 49%[========================                          ] 119.5/242.7 MB
 49%[========================                          ] 119.5/242.7 MB
 49%[========================                          ] 119.5/242.7 MB
 49%[========================                          ] 119.5/242.7 MB
 49%[========================                          ] 119.5/242.7 MB
 49%[========================                          ] 119.5/242.7 MB
 49%[========================                          ] 119.5/242.7 MB
 49%[========================                          ] 119.5/242.7 MB
 49%[========================                          ] 119.5/242.7 MB
 49%[========================                          ] 119.5/242.7 MB
 49%[========================                          ] 119.5/242.7 MB
 49%[========================                          ] 119.6/242.7 MB
 49%[========================                          ] 119.6/242.7 MB
 49%[========================                          ] 119.6/242.7 MB
 49%[========================                          ] 119.6/242.7 MB
 49%[========================                          ] 119.6/242.7 MB
 49%[========================                          ] 119.6/242.7 MB
 49%[========================                          ] 119.6/242.7 MB
 49%[========================                          ] 119.6/242.7 MB
 49%[========================                          ] 119.6/242.7 MB
 49%[========================                          ] 119.6/242.7 MB
 49%[========================                          ] 119.6/242.7 MB
 49%[========================                          ] 119.6/242.7 MB
 49%[========================                          ] 119.6/242.7 MB
 49%[========================                          ] 119.7/242.7 MB
 49%[========================                          ] 119.7/242.7 MB
 49%[========================                          ] 119.7/242.7 MB
 49%[========================                          ] 119.7/242.7 MB
 49%[========================                          ] 119.7/242.7 MB
 49%[========================                          ] 119.7/242.7 MB
 49%[========================                          ] 119.7/242.7 MB
 49%[========================                          ] 119.7/242.7 MB
 49%[========================                          ] 119.7/242.7 MB
 49%[========================                          ] 119.7/242.7 MB
 49%[========================                          ] 119.7/242.7 MB
 49%[========================                          ] 119.7/242.7 MB
 49%[========================                          ] 119.8/242.7 MB
 49%[========================                          ] 119.8/242.7 MB
 49%[========================                          ] 119.8/242.7 MB
 49%[========================                          ] 119.8/242.7 MB
 49%[========================                          ] 119.8/242.7 MB
 49%[========================                          ] 119.8/242.7 MB
 49%[========================                          ] 119.8/242.7 MB
 49%[========================                          ] 119.8/242.7 MB
 49%[========================                          ] 119.8/242.7 MB
 49%[========================                          ] 119.8/242.7 MB
 49%[========================                          ] 119.8/242.7 MB
 49%[========================                          ] 119.8/242.7 MB
 49%[========================                          ] 119.8/242.7 MB
 49%[========================                          ] 119.9/242.7 MB
 49%[========================                          ] 119.9/242.7 MB
 49%[========================                          ] 119.9/242.7 MB
 49%[========================                          ] 119.9/242.7 MB
 49%[========================                          ] 119.9/242.7 MB
 49%[========================                          ] 119.9/242.7 MB
 49%[========================                          ] 119.9/242.7 MB
 49%[========================                          ] 119.9/242.7 MB
 49%[========================                          ] 119.9/242.7 MB
 49%[========================                          ] 119.9/242.7 MB
 49%[========================                          ] 119.9/242.7 MB
 49%[========================                          ] 119.9/242.7 MB
 49%[========================                          ] 119.9/242.7 MB
 49%[========================                          ] 120.0/242.7 MB
 49%[========================                          ] 120.0/242.7 MB
 49%[========================                          ] 120.0/242.7 MB
 49%[========================                          ] 120.0/242.7 MB
 49%[========================                          ] 120.0/242.7 MB
 49%[========================                          ] 120.0/242.7 MB
 49%[========================                          ] 120.0/242.7 MB
 49%[========================                          ] 120.0/242.7 MB
 49%[========================                          ] 120.0/242.7 MB
 49%[========================                          ] 120.0/242.7 MB
 49%[========================                          ] 120.0/242.7 MB
 49%[========================                          ] 120.0/242.7 MB
 49%[========================                          ] 120.0/242.7 MB
 49%[========================                          ] 120.1/242.7 MB
 49%[========================                          ] 120.1/242.7 MB
 49%[========================                          ] 120.1/242.7 MB
 49%[========================                          ] 120.1/242.7 MB
 49%[========================                          ] 120.1/242.7 MB
 49%[========================                          ] 120.1/242.7 MB
 49%[========================                          ] 120.1/242.7 MB
 49%[========================                          ] 120.1/242.7 MB
 49%[========================                          ] 120.1/242.7 MB
 49%[========================                          ] 120.1/242.7 MB
 50%[========================                          ] 120.1/242.7 MB
 50%[========================                          ] 120.1/242.7 MB
 50%[========================                          ] 120.1/242.7 MB
 50%[========================                          ] 120.2/242.7 MB
 50%[========================                          ] 120.2/242.7 MB
 50%[========================                          ] 120.2/242.7 MB
 50%[========================                          ] 120.2/242.7 MB
 50%[========================                          ] 120.2/242.7 MB
 50%[========================                          ] 120.2/242.7 MB
 50%[========================                          ] 120.2/242.7 MB
 50%[========================                          ] 120.2/242.7 MB
 50%[========================                          ] 120.2/242.7 MB
 50%[========================                          ] 120.2/242.7 MB
 50%[========================                          ] 120.2/242.7 MB
 50%[========================                          ] 120.2/242.7 MB
 50%[========================                          ] 120.2/242.7 MB
 50%[========================                          ] 120.3/242.7 MB
 50%[========================                          ] 120.3/242.7 MB
 50%[========================                          ] 120.3/242.7 MB
 50%[========================                          ] 120.3/242.7 MB
 50%[========================                          ] 120.3/242.7 MB
 50%[========================                          ] 120.3/242.7 MB
 50%[========================                          ] 120.3/242.7 MB
 50%[========================                          ] 120.3/242.7 MB
 50%[========================                          ] 120.3/242.7 MB
 50%[========================                          ] 120.3/242.7 MB
 50%[========================                          ] 120.3/242.7 MB
 50%[========================                          ] 120.3/242.7 MB
 50%[========================                          ] 120.4/242.7 MB
 50%[========================                          ] 120.4/242.7 MB
 50%[========================                          ] 120.4/242.7 MB
 50%[========================                          ] 120.4/242.7 MB
 50%[========================                          ] 120.4/242.7 MB
 50%[========================                          ] 120.4/242.7 MB
 50%[========================                          ] 120.4/242.7 MB
 50%[========================                          ] 120.4/242.7 MB
 50%[========================                          ] 120.4/242.7 MB
 50%[========================                          ] 120.4/242.7 MB
 50%[========================                          ] 120.4/242.7 MB
 50%[========================                          ] 120.4/242.7 MB
 50%[========================                          ] 120.4/242.7 MB
 50%[========================                          ] 120.5/242.7 MB
 50%[========================                          ] 120.5/242.7 MB
 50%[========================                          ] 120.5/242.7 MB
 50%[========================                          ] 120.5/242.7 MB
 50%[========================                          ] 120.5/242.7 MB
 50%[========================                          ] 120.5/242.7 MB
 50%[========================                          ] 120.5/242.7 MB
 50%[========================                          ] 120.5/242.7 MB
 50%[========================                          ] 120.5/242.7 MB
 50%[========================                          ] 120.5/242.7 MB
 50%[========================                          ] 120.5/242.7 MB
 50%[========================                          ] 120.5/242.7 MB
 50%[========================                          ] 120.5/242.7 MB
 50%[========================                          ] 120.6/242.7 MB
 50%[========================                          ] 120.6/242.7 MB
 50%[========================                          ] 120.6/242.7 MB
 50%[========================                          ] 120.6/242.7 MB
 50%[========================                          ] 120.6/242.7 MB
 50%[========================                          ] 120.6/242.7 MB
 50%[========================                          ] 120.6/242.7 MB
 50%[========================                          ] 120.6/242.7 MB
 50%[========================                          ] 120.6/242.7 MB
 50%[========================                          ] 120.6/242.7 MB
 50%[========================                          ] 120.6/242.7 MB
 50%[========================                          ] 120.6/242.7 MB
 50%[========================                          ] 120.6/242.7 MB
 50%[========================                          ] 120.7/242.7 MB
 50%[========================                          ] 120.7/242.7 MB
 50%[========================                          ] 120.7/242.7 MB
 50%[========================                          ] 120.7/242.7 MB
 50%[========================                          ] 120.7/242.7 MB
 50%[========================                          ] 120.7/242.7 MB
 50%[========================                          ] 120.7/242.7 MB
 50%[========================                          ] 120.7/242.7 MB
 50%[========================                          ] 120.7/242.7 MB
 50%[========================                          ] 120.7/242.7 MB
 50%[========================                          ] 120.7/242.7 MB
 50%[========================                          ] 120.7/242.7 MB
 50%[========================                          ] 120.8/242.7 MB
 50%[========================                          ] 120.8/242.7 MB
 50%[========================                          ] 120.8/242.7 MB
 50%[========================                          ] 120.8/242.7 MB
 50%[========================                          ] 120.8/242.7 MB
 50%[========================                          ] 120.8/242.7 MB
 50%[========================                          ] 120.8/242.7 MB
 50%[========================                          ] 120.8/242.7 MB
 50%[========================                          ] 120.8/242.7 MB
 50%[========================                          ] 120.8/242.7 MB
 50%[========================                          ] 120.8/242.7 MB
 50%[========================                          ] 120.8/242.7 MB
 50%[========================                          ] 120.8/242.7 MB
 50%[========================                          ] 120.9/242.7 MB
 50%[========================                          ] 120.9/242.7 MB
 50%[========================                          ] 120.9/242.7 MB
 50%[========================                          ] 120.9/242.7 MB
 50%[========================                          ] 120.9/242.7 MB
 50%[========================                          ] 120.9/242.7 MB
 50%[========================                          ] 120.9/242.7 MB
 50%[========================                          ] 120.9/242.7 MB
 50%[========================                          ] 120.9/242.7 MB
 50%[========================                          ] 120.9/242.7 MB
 50%[========================                          ] 120.9/242.7 MB
 50%[========================                          ] 120.9/242.7 MB
 50%[========================                          ] 120.9/242.7 MB
 50%[========================                          ] 121.0/242.7 MB
 50%[========================                          ] 121.0/242.7 MB
 50%[========================                          ] 121.0/242.7 MB
 50%[========================                          ] 121.0/242.7 MB
 50%[========================                          ] 121.0/242.7 MB
 50%[========================                          ] 121.0/242.7 MB
 50%[========================                          ] 121.0/242.7 MB
 50%[========================                          ] 121.0/242.7 MB
 50%[========================                          ] 121.0/242.7 MB
 50%[========================                          ] 121.0/242.7 MB
 50%[========================                          ] 121.0/242.7 MB
 50%[========================                          ] 121.0/242.7 MB
 50%[========================                          ] 121.0/242.7 MB
 50%[========================                          ] 121.1/242.7 MB
 50%[========================                          ] 121.1/242.7 MB
 50%[========================                          ] 121.1/242.7 MB
 50%[========================                          ] 121.1/242.7 MB
 50%[========================                          ] 121.1/242.7 MB
 50%[========================                          ] 121.1/242.7 MB
 50%[========================                          ] 121.1/242.7 MB
 50%[========================                          ] 121.1/242.7 MB
 50%[========================                          ] 121.1/242.7 MB
 50%[========================                          ] 121.1/242.7 MB
 50%[========================                          ] 121.1/242.7 MB
 50%[========================                          ] 121.1/242.7 MB
 50%[========================                          ] 121.1/242.7 MB
 50%[========================                          ] 121.2/242.7 MB
 50%[========================                          ] 121.2/242.7 MB
 50%[========================                          ] 121.2/242.7 MB
 50%[========================                          ] 121.2/242.7 MB
 50%[========================                          ] 121.2/242.7 MB
 50%[========================                          ] 121.2/242.7 MB
 50%[========================                          ] 121.2/242.7 MB
 50%[========================                          ] 121.2/242.7 MB
 50%[========================                          ] 121.2/242.7 MB
 50%[========================                          ] 121.2/242.7 MB
 50%[========================                          ] 121.2/242.7 MB
 50%[========================                          ] 121.2/242.7 MB
 50%[========================                          ] 121.2/242.7 MB
 50%[========================                          ] 121.3/242.7 MB
 50%[========================                          ] 121.3/242.7 MB
 50%[========================                          ] 121.3/242.7 MB
 50%[========================                          ] 121.3/242.7 MB
 50%[========================                          ] 121.3/242.7 MB
 50%[========================                          ] 121.3/242.7 MB
 50%[========================                          ] 121.3/242.7 MB
 50%[========================                          ] 121.3/242.7 MB
 50%[========================                          ] 121.3/242.7 MB
 50%[========================                          ] 121.3/242.7 MB
 50%[========================                          ] 121.3/242.7 MB
 50%[=========================                         ] 121.3/242.7 MB
 50%[=========================                         ] 121.4/242.7 MB
 50%[=========================                         ] 121.4/242.7 MB
 50%[=========================                         ] 121.4/242.7 MB
 50%[=========================                         ] 121.4/242.7 MB
 50%[=========================                         ] 121.4/242.7 MB
 50%[=========================                         ] 121.4/242.7 MB
 50%[=========================                         ] 121.4/242.7 MB
 50%[=========================                         ] 121.4/242.7 MB
 50%[=========================                         ] 121.4/242.7 MB
 50%[=========================                         ] 121.4/242.7 MB
 50%[=========================                         ] 121.4/242.7 MB
 50%[=========================                         ] 121.4/242.7 MB
 50%[=========================                         ] 121.4/242.7 MB
 50%[=========================                         ] 121.5/242.7 MB
 50%[=========================                         ] 121.5/242.7 MB
 50%[=========================                         ] 121.5/242.7 MB
 50%[=========================                         ] 121.5/242.7 MB
 50%[=========================                         ] 121.5/242.7 MB
 50%[=========================                         ] 121.5/242.7 MB
 50%[=========================                         ] 121.5/242.7 MB
 50%[=========================                         ] 121.5/242.7 MB
 50%[=========================                         ] 121.5/242.7 MB
 50%[=========================                         ] 121.5/242.7 MB
 50%[=========================                         ] 121.5/242.7 MB
 50%[=========================                         ] 121.5/242.7 MB
 50%[=========================                         ] 121.5/242.7 MB
 50%[=========================                         ] 121.6/242.7 MB
 50%[=========================                         ] 121.6/242.7 MB
 50%[=========================                         ] 121.6/242.7 MB
 50%[=========================                         ] 121.6/242.7 MB
 50%[=========================                         ] 121.6/242.7 MB
 50%[=========================                         ] 121.6/242.7 MB
 50%[=========================                         ] 121.6/242.7 MB
 50%[=========================                         ] 121.6/242.7 MB
 50%[=========================                         ] 121.6/242.7 MB
 50%[=========================                         ] 121.6/242.7 MB
 50%[=========================                         ] 121.6/242.7 MB
 50%[=========================                         ] 121.6/242.7 MB
 50%[=========================                         ] 121.6/242.7 MB
 50%[=========================                         ] 121.7/242.7 MB
 50%[=========================                         ] 121.7/242.7 MB
 50%[=========================                         ] 121.7/242.7 MB
 50%[=========================                         ] 121.7/242.7 MB
 50%[=========================                         ] 121.7/242.7 MB
 50%[=========================                         ] 121.7/242.7 MB
 50%[=========================                         ] 121.7/242.7 MB
 50%[=========================                         ] 121.7/242.7 MB
 50%[=========================                         ] 121.7/242.7 MB
 50%[=========================                         ] 121.7/242.7 MB
 50%[=========================                         ] 121.7/242.7 MB
 50%[=========================                         ] 121.7/242.7 MB
 50%[=========================                         ] 121.8/242.7 MB
 50%[=========================                         ] 121.8/242.7 MB
 50%[=========================                         ] 121.8/242.7 MB
 50%[=========================                         ] 121.8/242.7 MB
 50%[=========================                         ] 121.8/242.7 MB
 50%[=========================                         ] 121.8/242.7 MB
 50%[=========================                         ] 121.8/242.7 MB
 50%[=========================                         ] 121.8/242.7 MB
 50%[=========================                         ] 121.8/242.7 MB
 50%[=========================                         ] 121.8/242.7 MB
 50%[=========================                         ] 121.8/242.7 MB
 50%[=========================                         ] 121.8/242.7 MB
 50%[=========================                         ] 121.8/242.7 MB
 50%[=========================                         ] 121.9/242.7 MB
 50%[=========================                         ] 121.9/242.7 MB
 50%[=========================                         ] 121.9/242.7 MB
 50%[=========================                         ] 121.9/242.7 MB
 50%[=========================                         ] 121.9/242.7 MB
 50%[=========================                         ] 121.9/242.7 MB
 50%[=========================                         ] 121.9/242.7 MB
 50%[=========================                         ] 121.9/242.7 MB
 50%[=========================                         ] 121.9/242.7 MB
 50%[=========================                         ] 121.9/242.7 MB
 50%[=========================                         ] 121.9/242.7 MB
 50%[=========================                         ] 121.9/242.7 MB
 50%[=========================                         ] 121.9/242.7 MB
 50%[=========================                         ] 122.0/242.7 MB
 50%[=========================                         ] 122.0/242.7 MB
 50%[=========================                         ] 122.0/242.7 MB
 50%[=========================                         ] 122.0/242.7 MB
 50%[=========================                         ] 122.0/242.7 MB
 50%[=========================                         ] 122.0/242.7 MB
 50%[=========================                         ] 122.0/242.7 MB
 50%[=========================                         ] 122.0/242.7 MB
 50%[=========================                         ] 122.0/242.7 MB
 50%[=========================                         ] 122.0/242.7 MB
 50%[=========================                         ] 122.0/242.7 MB
 50%[=========================                         ] 122.0/242.7 MB
 50%[=========================                         ] 122.0/242.7 MB
 50%[=========================                         ] 122.1/242.7 MB
 50%[=========================                         ] 122.1/242.7 MB
 50%[=========================                         ] 122.1/242.7 MB
 50%[=========================                         ] 122.1/242.7 MB
 50%[=========================                         ] 122.1/242.7 MB
 50%[=========================                         ] 122.1/242.7 MB
 50%[=========================                         ] 122.1/242.7 MB
 50%[=========================                         ] 122.1/242.7 MB
 50%[=========================                         ] 122.1/242.7 MB
 50%[=========================                         ] 122.1/242.7 MB
 50%[=========================                         ] 122.1/242.7 MB
 50%[=========================                         ] 122.1/242.7 MB
 50%[=========================                         ] 122.1/242.7 MB
 50%[=========================                         ] 122.2/242.7 MB
 50%[=========================                         ] 122.2/242.7 MB
 50%[=========================                         ] 122.2/242.7 MB
 50%[=========================                         ] 122.2/242.7 MB
 50%[=========================                         ] 122.2/242.7 MB
 50%[=========================                         ] 122.2/242.7 MB
 50%[=========================                         ] 122.2/242.7 MB
 50%[=========================                         ] 122.2/242.7 MB
 50%[=========================                         ] 122.2/242.7 MB
 50%[=========================                         ] 122.2/242.7 MB
 50%[=========================                         ] 122.2/242.7 MB
 50%[=========================                         ] 122.2/242.7 MB
 50%[=========================                         ] 122.2/242.7 MB
 50%[=========================                         ] 122.3/242.7 MB
 50%[=========================                         ] 122.3/242.7 MB
 50%[=========================                         ] 122.3/242.7 MB
 50%[=========================                         ] 122.3/242.7 MB
 50%[=========================                         ] 122.3/242.7 MB
 50%[=========================                         ] 122.3/242.7 MB
 50%[=========================                         ] 122.3/242.7 MB
 50%[=========================                         ] 122.3/242.7 MB
 50%[=========================                         ] 122.3/242.7 MB
 50%[=========================                         ] 122.3/242.7 MB
 50%[=========================                         ] 122.3/242.7 MB
 50%[=========================                         ] 122.3/242.7 MB
 50%[=========================                         ] 122.4/242.7 MB
 50%[=========================                         ] 122.4/242.7 MB
 50%[=========================                         ] 122.4/242.7 MB
 50%[=========================                         ] 122.4/242.7 MB
 50%[=========================                         ] 122.4/242.7 MB
 50%[=========================                         ] 122.4/242.7 MB
 50%[=========================                         ] 122.4/242.7 MB
 50%[=========================                         ] 122.4/242.7 MB
 50%[=========================                         ] 122.4/242.7 MB
 50%[=========================                         ] 122.4/242.7 MB
 50%[=========================                         ] 122.4/242.7 MB
 50%[=========================                         ] 122.4/242.7 MB
 50%[=========================                         ] 122.4/242.7 MB
 50%[=========================                         ] 122.5/242.7 MB
 50%[=========================                         ] 122.5/242.7 MB
 50%[=========================                         ] 122.5/242.7 MB
 50%[=========================                         ] 122.5/242.7 MB
 50%[=========================                         ] 122.5/242.7 MB
 50%[=========================                         ] 122.5/242.7 MB
 50%[=========================                         ] 122.5/242.7 MB
 50%[=========================                         ] 122.5/242.7 MB
 50%[=========================                         ] 122.5/242.7 MB
 50%[=========================                         ] 122.5/242.7 MB
 50%[=========================                         ] 122.5/242.7 MB
 50%[=========================                         ] 122.5/242.7 MB
 50%[=========================                         ] 122.5/242.7 MB
 51%[=========================                         ] 122.6/242.7 MB
 51%[=========================                         ] 122.6/242.7 MB
 51%[=========================                         ] 122.6/242.7 MB
 51%[=========================                         ] 122.6/242.7 MB
 51%[=========================                         ] 122.6/242.7 MB
 51%[=========================                         ] 122.6/242.7 MB
 51%[=========================                         ] 122.6/242.7 MB
 51%[=========================                         ] 122.6/242.7 MB
 51%[=========================                         ] 122.6/242.7 MB
 51%[=========================                         ] 122.6/242.7 MB
 51%[=========================                         ] 122.6/242.7 MB
 51%[=========================                         ] 122.6/242.7 MB
 51%[=========================                         ] 122.6/242.7 MB
 51%[=========================                         ] 122.7/242.7 MB
 51%[=========================                         ] 122.7/242.7 MB
 51%[=========================                         ] 122.7/242.7 MB
 51%[=========================                         ] 122.7/242.7 MB
 51%[=========================                         ] 122.7/242.7 MB
 51%[=========================                         ] 122.7/242.7 MB
 51%[=========================                         ] 122.7/242.7 MB
 51%[=========================                         ] 122.7/242.7 MB
 51%[=========================                         ] 122.7/242.7 MB
 51%[=========================                         ] 122.7/242.7 MB
 51%[=========================                         ] 122.7/242.7 MB
 51%[=========================                         ] 122.7/242.7 MB
 51%[=========================                         ] 122.8/242.7 MB
 51%[=========================                         ] 122.8/242.7 MB
 51%[=========================                         ] 122.8/242.7 MB
 51%[=========================                         ] 122.8/242.7 MB
 51%[=========================                         ] 122.8/242.7 MB
 51%[=========================                         ] 122.8/242.7 MB
 51%[=========================                         ] 122.8/242.7 MB
 51%[=========================                         ] 122.8/242.7 MB
 51%[=========================                         ] 122.8/242.7 MB
 51%[=========================                         ] 122.8/242.7 MB
 51%[=========================                         ] 122.8/242.7 MB
 51%[=========================                         ] 122.8/242.7 MB
 51%[=========================                         ] 122.8/242.7 MB
 51%[=========================                         ] 122.9/242.7 MB
 51%[=========================                         ] 122.9/242.7 MB
 51%[=========================                         ] 122.9/242.7 MB
 51%[=========================                         ] 122.9/242.7 MB
 51%[=========================                         ] 122.9/242.7 MB
 51%[=========================                         ] 122.9/242.7 MB
 51%[=========================                         ] 122.9/242.7 MB
 51%[=========================                         ] 122.9/242.7 MB
 51%[=========================                         ] 122.9/242.7 MB
 51%[=========================                         ] 122.9/242.7 MB
 51%[=========================                         ] 122.9/242.7 MB
 51%[=========================                         ] 122.9/242.7 MB
 51%[=========================                         ] 122.9/242.7 MB
 51%[=========================                         ] 123.0/242.7 MB
 51%[=========================                         ] 123.0/242.7 MB
 51%[=========================                         ] 123.0/242.7 MB
 51%[=========================                         ] 123.0/242.7 MB
 51%[=========================                         ] 123.0/242.7 MB
 51%[=========================                         ] 123.0/242.7 MB
 51%[=========================                         ] 123.0/242.7 MB
 51%[=========================                         ] 123.0/242.7 MB
 51%[=========================                         ] 123.0/242.7 MB
 51%[=========================                         ] 123.0/242.7 MB
 51%[=========================                         ] 123.0/242.7 MB
 51%[=========================                         ] 123.0/242.7 MB
 51%[=========================                         ] 123.0/242.7 MB
 51%[=========================                         ] 123.1/242.7 MB
 51%[=========================                         ] 123.1/242.7 MB
 51%[=========================                         ] 123.1/242.7 MB
 51%[=========================                         ] 123.1/242.7 MB
 51%[=========================                         ] 123.1/242.7 MB
 51%[=========================                         ] 123.1/242.7 MB
 51%[=========================                         ] 123.1/242.7 MB
 51%[=========================                         ] 123.1/242.7 MB
 51%[=========================                         ] 123.1/242.7 MB
 51%[=========================                         ] 123.1/242.7 MB
 51%[=========================                         ] 123.1/242.7 MB
 51%[=========================                         ] 123.1/242.7 MB
 51%[=========================                         ] 123.1/242.7 MB
 51%[=========================                         ] 123.2/242.7 MB
 51%[=========================                         ] 123.2/242.7 MB
 51%[=========================                         ] 123.2/242.7 MB
 51%[=========================                         ] 123.2/242.7 MB
 51%[=========================                         ] 123.2/242.7 MB
 51%[=========================                         ] 123.2/242.7 MB
 51%[=========================                         ] 123.2/242.7 MB
 51%[=========================                         ] 123.2/242.7 MB
 51%[=========================                         ] 123.2/242.7 MB
 51%[=========================                         ] 123.2/242.7 MB
 51%[=========================                         ] 123.2/242.7 MB
 51%[=========================                         ] 123.2/242.7 MB
 51%[=========================                         ] 123.2/242.7 MB
 51%[=========================                         ] 123.3/242.7 MB
 51%[=========================                         ] 123.3/242.7 MB
 51%[=========================                         ] 123.3/242.7 MB
 51%[=========================                         ] 123.3/242.7 MB
 51%[=========================                         ] 123.3/242.7 MB
 51%[=========================                         ] 123.3/242.7 MB
 51%[=========================                         ] 123.3/242.7 MB
 51%[=========================                         ] 123.3/242.7 MB
 51%[=========================                         ] 123.3/242.7 MB
 51%[=========================                         ] 123.3/242.7 MB
 51%[=========================                         ] 123.3/242.7 MB
 51%[=========================                         ] 123.3/242.7 MB
 51%[=========================                         ] 123.4/242.7 MB
 51%[=========================                         ] 123.4/242.7 MB
 51%[=========================                         ] 123.4/242.7 MB
 51%[=========================                         ] 123.4/242.7 MB
 51%[=========================                         ] 123.4/242.7 MB
 51%[=========================                         ] 123.4/242.7 MB
 51%[=========================                         ] 123.4/242.7 MB
 51%[=========================                         ] 123.4/242.7 MB
 51%[=========================                         ] 123.4/242.7 MB
 51%[=========================                         ] 123.4/242.7 MB
 51%[=========================                         ] 123.4/242.7 MB
 51%[=========================                         ] 123.4/242.7 MB
 51%[=========================                         ] 123.4/242.7 MB
 51%[=========================                         ] 123.5/242.7 MB
 51%[=========================                         ] 123.5/242.7 MB
 51%[=========================                         ] 123.5/242.7 MB
 51%[=========================                         ] 123.5/242.7 MB
 51%[=========================                         ] 123.5/242.7 MB
 51%[=========================                         ] 123.5/242.7 MB
 51%[=========================                         ] 123.5/242.7 MB
 51%[=========================                         ] 123.5/242.7 MB
 51%[=========================                         ] 123.5/242.7 MB
 51%[=========================                         ] 123.5/242.7 MB
 51%[=========================                         ] 123.5/242.7 MB
 51%[=========================                         ] 123.5/242.7 MB
 51%[=========================                         ] 123.5/242.7 MB
 51%[=========================                         ] 123.6/242.7 MB
 51%[=========================                         ] 123.6/242.7 MB
 51%[=========================                         ] 123.6/242.7 MB
 51%[=========================                         ] 123.6/242.7 MB
 51%[=========================                         ] 123.6/242.7 MB
 51%[=========================                         ] 123.6/242.7 MB
 51%[=========================                         ] 123.6/242.7 MB
 51%[=========================                         ] 123.6/242.7 MB
 51%[=========================                         ] 123.6/242.7 MB
 51%[=========================                         ] 123.6/242.7 MB
 51%[=========================                         ] 123.6/242.7 MB
 51%[=========================                         ] 123.6/242.7 MB
 51%[=========================                         ] 123.6/242.7 MB
 51%[=========================                         ] 123.7/242.7 MB
 51%[=========================                         ] 123.7/242.7 MB
 51%[=========================                         ] 123.7/242.7 MB
 51%[=========================                         ] 123.7/242.7 MB
 51%[=========================                         ] 123.7/242.7 MB
 51%[=========================                         ] 123.7/242.7 MB
 51%[=========================                         ] 123.7/242.7 MB
 51%[=========================                         ] 123.7/242.7 MB
 51%[=========================                         ] 123.7/242.7 MB
 51%[=========================                         ] 123.7/242.7 MB
 51%[=========================                         ] 123.7/242.7 MB
 51%[=========================                         ] 123.7/242.7 MB
 51%[=========================                         ] 123.8/242.7 MB
 51%[=========================                         ] 123.8/242.7 MB
 51%[=========================                         ] 123.8/242.7 MB
 51%[=========================                         ] 123.8/242.7 MB
 51%[=========================                         ] 123.8/242.7 MB
 51%[=========================                         ] 123.8/242.7 MB
 51%[=========================                         ] 123.8/242.7 MB
 51%[=========================                         ] 123.8/242.7 MB
 51%[=========================                         ] 123.8/242.7 MB
 51%[=========================                         ] 123.8/242.7 MB
 51%[=========================                         ] 123.8/242.7 MB
 51%[=========================                         ] 123.8/242.7 MB
 51%[=========================                         ] 123.8/242.7 MB
 51%[=========================                         ] 123.9/242.7 MB
 51%[=========================                         ] 123.9/242.7 MB
 51%[=========================                         ] 123.9/242.7 MB
 51%[=========================                         ] 123.9/242.7 MB
 51%[=========================                         ] 123.9/242.7 MB
 51%[=========================                         ] 123.9/242.7 MB
 51%[=========================                         ] 123.9/242.7 MB
 51%[=========================                         ] 123.9/242.7 MB
 51%[=========================                         ] 123.9/242.7 MB
 51%[=========================                         ] 123.9/242.7 MB
 51%[=========================                         ] 123.9/242.7 MB
 51%[=========================                         ] 123.9/242.7 MB
 51%[=========================                         ] 123.9/242.7 MB
 51%[=========================                         ] 124.0/242.7 MB
 51%[=========================                         ] 124.0/242.7 MB
 51%[=========================                         ] 124.0/242.7 MB
 51%[=========================                         ] 124.0/242.7 MB
 51%[=========================                         ] 124.0/242.7 MB
 51%[=========================                         ] 124.0/242.7 MB
 51%[=========================                         ] 124.0/242.7 MB
 51%[=========================                         ] 124.0/242.7 MB
 51%[=========================                         ] 124.0/242.7 MB
 51%[=========================                         ] 124.0/242.7 MB
 51%[=========================                         ] 124.0/242.7 MB
 51%[=========================                         ] 124.0/242.7 MB
 51%[=========================                         ] 124.0/242.7 MB
 51%[=========================                         ] 124.1/242.7 MB
 51%[=========================                         ] 124.1/242.7 MB
 51%[=========================                         ] 124.1/242.7 MB
 51%[=========================                         ] 124.1/242.7 MB
 51%[=========================                         ] 124.1/242.7 MB
 51%[=========================                         ] 124.1/242.7 MB
 51%[=========================                         ] 124.1/242.7 MB
 51%[=========================                         ] 124.1/242.7 MB
 51%[=========================                         ] 124.1/242.7 MB
 51%[=========================                         ] 124.1/242.7 MB
 51%[=========================                         ] 124.1/242.7 MB
 51%[=========================                         ] 124.1/242.7 MB
 51%[=========================                         ] 124.1/242.7 MB
 51%[=========================                         ] 124.2/242.7 MB
 51%[=========================                         ] 124.2/242.7 MB
 51%[=========================                         ] 124.2/242.7 MB
 51%[=========================                         ] 124.2/242.7 MB
 51%[=========================                         ] 124.2/242.7 MB
 51%[=========================                         ] 124.2/242.7 MB
 51%[=========================                         ] 124.2/242.7 MB
 51%[=========================                         ] 124.2/242.7 MB
 51%[=========================                         ] 124.2/242.7 MB
 51%[=========================                         ] 124.2/242.7 MB
 51%[=========================                         ] 124.2/242.7 MB
 51%[=========================                         ] 124.2/242.7 MB
 51%[=========================                         ] 124.2/242.7 MB
 51%[=========================                         ] 124.3/242.7 MB
 51%[=========================                         ] 124.3/242.7 MB
 51%[=========================                         ] 124.3/242.7 MB
 51%[=========================                         ] 124.3/242.7 MB
 51%[=========================                         ] 124.3/242.7 MB
 51%[=========================                         ] 124.3/242.7 MB
 51%[=========================                         ] 124.3/242.7 MB
 51%[=========================                         ] 124.3/242.7 MB
 51%[=========================                         ] 124.3/242.7 MB
 51%[=========================                         ] 124.3/242.7 MB
 51%[=========================                         ] 124.3/242.7 MB
 51%[=========================                         ] 124.3/242.7 MB
 51%[=========================                         ] 124.4/242.7 MB
 51%[=========================                         ] 124.4/242.7 MB
 51%[=========================                         ] 124.4/242.7 MB
 51%[=========================                         ] 124.4/242.7 MB
 51%[=========================                         ] 124.4/242.7 MB
 51%[=========================                         ] 124.4/242.7 MB
 51%[=========================                         ] 124.4/242.7 MB
 51%[=========================                         ] 124.4/242.7 MB
 51%[=========================                         ] 124.4/242.7 MB
 51%[=========================                         ] 124.4/242.7 MB
 51%[=========================                         ] 124.4/242.7 MB
 51%[=========================                         ] 124.4/242.7 MB
 51%[=========================                         ] 124.4/242.7 MB
 51%[=========================                         ] 124.5/242.7 MB
 51%[=========================                         ] 124.5/242.7 MB
 51%[=========================                         ] 124.5/242.7 MB
 51%[=========================                         ] 124.5/242.7 MB
 51%[=========================                         ] 124.5/242.7 MB
 51%[=========================                         ] 124.5/242.7 MB
 51%[=========================                         ] 124.5/242.7 MB
 51%[=========================                         ] 124.5/242.7 MB
 51%[=========================                         ] 124.5/242.7 MB
 51%[=========================                         ] 124.5/242.7 MB
 51%[=========================                         ] 124.5/242.7 MB
 51%[=========================                         ] 124.5/242.7 MB
 51%[=========================                         ] 124.5/242.7 MB
 51%[=========================                         ] 124.6/242.7 MB
 51%[=========================                         ] 124.6/242.7 MB
 51%[=========================                         ] 124.6/242.7 MB
 51%[=========================                         ] 124.6/242.7 MB
 51%[=========================                         ] 124.6/242.7 MB
 51%[=========================                         ] 124.6/242.7 MB
 51%[=========================                         ] 124.6/242.7 MB
 51%[=========================                         ] 124.6/242.7 MB
 51%[=========================                         ] 124.6/242.7 MB
 51%[=========================                         ] 124.6/242.7 MB
 51%[=========================                         ] 124.6/242.7 MB
 51%[=========================                         ] 124.6/242.7 MB
 51%[=========================                         ] 124.6/242.7 MB
 51%[=========================                         ] 124.7/242.7 MB
 51%[=========================                         ] 124.7/242.7 MB
 51%[=========================                         ] 124.7/242.7 MB
 51%[=========================                         ] 124.7/242.7 MB
 51%[=========================                         ] 124.7/242.7 MB
 51%[=========================                         ] 124.7/242.7 MB
 51%[=========================                         ] 124.7/242.7 MB
 51%[=========================                         ] 124.7/242.7 MB
 51%[=========================                         ] 124.7/242.7 MB
 51%[=========================                         ] 124.7/242.7 MB
 51%[=========================                         ] 124.7/242.7 MB
 51%[=========================                         ] 124.7/242.7 MB
 51%[=========================                         ] 124.8/242.7 MB
 51%[=========================                         ] 124.8/242.7 MB
 51%[=========================                         ] 124.8/242.7 MB
 51%[=========================                         ] 124.8/242.7 MB
 51%[=========================                         ] 124.8/242.7 MB
 51%[=========================                         ] 124.8/242.7 MB
 51%[=========================                         ] 124.8/242.7 MB
 51%[=========================                         ] 124.8/242.7 MB
 51%[=========================                         ] 124.8/242.7 MB
 51%[=========================                         ] 124.8/242.7 MB
 51%[=========================                         ] 124.8/242.7 MB
 51%[=========================                         ] 124.8/242.7 MB
 51%[=========================                         ] 124.8/242.7 MB
 51%[=========================                         ] 124.9/242.7 MB
 51%[=========================                         ] 124.9/242.7 MB
 51%[=========================                         ] 124.9/242.7 MB
 51%[=========================                         ] 124.9/242.7 MB
 51%[=========================                         ] 124.9/242.7 MB
 51%[=========================                         ] 124.9/242.7 MB
 51%[=========================                         ] 124.9/242.7 MB
 51%[=========================                         ] 124.9/242.7 MB
 51%[=========================                         ] 124.9/242.7 MB
 51%[=========================                         ] 124.9/242.7 MB
 51%[=========================                         ] 124.9/242.7 MB
 51%[=========================                         ] 124.9/242.7 MB
 51%[=========================                         ] 124.9/242.7 MB
 51%[=========================                         ] 125.0/242.7 MB
 51%[=========================                         ] 125.0/242.7 MB
 51%[=========================                         ] 125.0/242.7 MB
 51%[=========================                         ] 125.0/242.7 MB
 52%[=========================                         ] 125.0/242.7 MB
 52%[=========================                         ] 125.0/242.7 MB
 52%[=========================                         ] 125.0/242.7 MB
 52%[=========================                         ] 125.0/242.7 MB
 52%[=========================                         ] 125.0/242.7 MB
 52%[=========================                         ] 125.0/242.7 MB
 52%[=========================                         ] 125.0/242.7 MB
 52%[=========================                         ] 125.0/242.7 MB
 52%[=========================                         ] 125.0/242.7 MB
 52%[=========================                         ] 125.1/242.7 MB
 52%[=========================                         ] 125.1/242.7 MB
 52%[=========================                         ] 125.1/242.7 MB
 52%[=========================                         ] 125.1/242.7 MB
 52%[=========================                         ] 125.1/242.7 MB
 52%[=========================                         ] 125.1/242.7 MB
 52%[=========================                         ] 125.1/242.7 MB
 52%[=========================                         ] 125.1/242.7 MB
 52%[=========================                         ] 125.1/242.7 MB
 52%[=========================                         ] 125.1/242.7 MB
 52%[=========================                         ] 125.1/242.7 MB
 52%[=========================                         ] 125.1/242.7 MB
 52%[=========================                         ] 125.1/242.7 MB
 52%[=========================                         ] 125.2/242.7 MB
 52%[=========================                         ] 125.2/242.7 MB
 52%[=========================                         ] 125.2/242.7 MB
 52%[=========================                         ] 125.2/242.7 MB
 52%[=========================                         ] 125.2/242.7 MB
 52%[=========================                         ] 125.2/242.7 MB
 52%[=========================                         ] 125.2/242.7 MB
 52%[=========================                         ] 125.2/242.7 MB
 52%[=========================                         ] 125.2/242.7 MB
 52%[=========================                         ] 125.2/242.7 MB
 52%[=========================                         ] 125.2/242.7 MB
 52%[=========================                         ] 125.2/242.7 MB
 52%[=========================                         ] 125.2/242.7 MB
 52%[=========================                         ] 125.3/242.7 MB
 52%[=========================                         ] 125.3/242.7 MB
 52%[=========================                         ] 125.3/242.7 MB
 52%[=========================                         ] 125.3/242.7 MB
 52%[=========================                         ] 125.3/242.7 MB
 52%[=========================                         ] 125.3/242.7 MB
 52%[=========================                         ] 125.3/242.7 MB
 52%[=========================                         ] 125.3/242.7 MB
 52%[=========================                         ] 125.3/242.7 MB
 52%[=========================                         ] 125.3/242.7 MB
 52%[=========================                         ] 125.3/242.7 MB
 52%[=========================                         ] 125.3/242.7 MB
 52%[=========================                         ] 125.4/242.7 MB
 52%[=========================                         ] 125.4/242.7 MB
 52%[=========================                         ] 125.4/242.7 MB
 52%[=========================                         ] 125.4/242.7 MB
 52%[=========================                         ] 125.4/242.7 MB
 52%[=========================                         ] 125.4/242.7 MB
 52%[=========================                         ] 125.4/242.7 MB
 52%[=========================                         ] 125.4/242.7 MB
 52%[=========================                         ] 125.4/242.7 MB
 52%[=========================                         ] 125.4/242.7 MB
 52%[=========================                         ] 125.4/242.7 MB
 52%[=========================                         ] 125.4/242.7 MB
 52%[=========================                         ] 125.4/242.7 MB
 52%[=========================                         ] 125.5/242.7 MB
 52%[=========================                         ] 125.5/242.7 MB
 52%[=========================                         ] 125.5/242.7 MB
 52%[=========================                         ] 125.5/242.7 MB
 52%[=========================                         ] 125.5/242.7 MB
 52%[=========================                         ] 125.5/242.7 MB
 52%[=========================                         ] 125.5/242.7 MB
 52%[=========================                         ] 125.5/242.7 MB
 52%[=========================                         ] 125.5/242.7 MB
 52%[=========================                         ] 125.5/242.7 MB
 52%[=========================                         ] 125.5/242.7 MB
 52%[=========================                         ] 125.5/242.7 MB
 52%[=========================                         ] 125.5/242.7 MB
 52%[=========================                         ] 125.6/242.7 MB
 52%[=========================                         ] 125.6/242.7 MB
 52%[=========================                         ] 125.6/242.7 MB
 52%[=========================                         ] 125.6/242.7 MB
 52%[=========================                         ] 125.6/242.7 MB
 52%[=========================                         ] 125.6/242.7 MB
 52%[=========================                         ] 125.6/242.7 MB
 52%[=========================                         ] 125.6/242.7 MB
 52%[=========================                         ] 125.6/242.7 MB
 52%[=========================                         ] 125.6/242.7 MB
 52%[=========================                         ] 125.6/242.7 MB
 52%[=========================                         ] 125.6/242.7 MB
 52%[=========================                         ] 125.6/242.7 MB
 52%[=========================                         ] 125.7/242.7 MB
 52%[=========================                         ] 125.7/242.7 MB
 52%[=========================                         ] 125.7/242.7 MB
 52%[=========================                         ] 125.7/242.7 MB
 52%[=========================                         ] 125.7/242.7 MB
 52%[=========================                         ] 125.7/242.7 MB
 52%[=========================                         ] 125.7/242.7 MB
 52%[=========================                         ] 125.7/242.7 MB
 52%[=========================                         ] 125.7/242.7 MB
 52%[=========================                         ] 125.7/242.7 MB
 52%[=========================                         ] 125.7/242.7 MB
 52%[=========================                         ] 125.7/242.7 MB
 52%[=========================                         ] 125.8/242.7 MB
 52%[=========================                         ] 125.8/242.7 MB
 52%[=========================                         ] 125.8/242.7 MB
 52%[=========================                         ] 125.8/242.7 MB
 52%[=========================                         ] 125.8/242.7 MB
 52%[=========================                         ] 125.8/242.7 MB
 52%[=========================                         ] 125.8/242.7 MB
 52%[=========================                         ] 125.8/242.7 MB
 52%[=========================                         ] 125.8/242.7 MB
 52%[=========================                         ] 125.8/242.7 MB
 52%[=========================                         ] 125.8/242.7 MB
 52%[=========================                         ] 125.8/242.7 MB
 52%[=========================                         ] 125.8/242.7 MB
 52%[=========================                         ] 125.9/242.7 MB
 52%[=========================                         ] 125.9/242.7 MB
 52%[=========================                         ] 125.9/242.7 MB
 52%[=========================                         ] 125.9/242.7 MB
 52%[=========================                         ] 125.9/242.7 MB
 52%[=========================                         ] 125.9/242.7 MB
 52%[=========================                         ] 125.9/242.7 MB
 52%[=========================                         ] 125.9/242.7 MB
 52%[=========================                         ] 125.9/242.7 MB
 52%[=========================                         ] 125.9/242.7 MB
 52%[=========================                         ] 125.9/242.7 MB
 52%[=========================                         ] 125.9/242.7 MB
 52%[=========================                         ] 125.9/242.7 MB
 52%[=========================                         ] 126.0/242.7 MB
 52%[=========================                         ] 126.0/242.7 MB
 52%[=========================                         ] 126.0/242.7 MB
 52%[=========================                         ] 126.0/242.7 MB
 52%[=========================                         ] 126.0/242.7 MB
 52%[=========================                         ] 126.0/242.7 MB
 52%[=========================                         ] 126.0/242.7 MB
 52%[=========================                         ] 126.0/242.7 MB
 52%[=========================                         ] 126.0/242.7 MB
 52%[=========================                         ] 126.0/242.7 MB
 52%[=========================                         ] 126.0/242.7 MB
 52%[=========================                         ] 126.0/242.7 MB
 52%[=========================                         ] 126.0/242.7 MB
 52%[=========================                         ] 126.1/242.7 MB
 52%[=========================                         ] 126.1/242.7 MB
 52%[=========================                         ] 126.1/242.7 MB
 52%[=========================                         ] 126.1/242.7 MB
 52%[=========================                         ] 126.1/242.7 MB
 52%[=========================                         ] 126.1/242.7 MB
 52%[=========================                         ] 126.1/242.7 MB
 52%[=========================                         ] 126.1/242.7 MB
 52%[=========================                         ] 126.1/242.7 MB
 52%[=========================                         ] 126.1/242.7 MB
 52%[=========================                         ] 126.1/242.7 MB
 52%[=========================                         ] 126.1/242.7 MB
 52%[=========================                         ] 126.1/242.7 MB
 52%[=========================                         ] 126.2/242.7 MB
 52%[=========================                         ] 126.2/242.7 MB
 52%[=========================                         ] 126.2/242.7 MB
 52%[=========================                         ] 126.2/242.7 MB
 52%[=========================                         ] 126.2/242.7 MB
 52%[==========================                        ] 126.2/242.7 MB
 52%[==========================                        ] 126.2/242.7 MB
 52%[==========================                        ] 126.2/242.7 MB
 52%[==========================                        ] 126.2/242.7 MB
 52%[==========================                        ] 126.2/242.7 MB
 52%[==========================                        ] 126.2/242.7 MB
 52%[==========================                        ] 126.2/242.7 MB
 52%[==========================                        ] 126.2/242.7 MB
 52%[==========================                        ] 126.3/242.7 MB
 52%[==========================                        ] 126.3/242.7 MB
 52%[==========================                        ] 126.3/242.7 MB
 52%[==========================                        ] 126.3/242.7 MB
 52%[==========================                        ] 126.3/242.7 MB
 52%[==========================                        ] 126.3/242.7 MB
 52%[==========================                        ] 126.3/242.7 MB
 52%[==========================                        ] 126.3/242.7 MB
 52%[==========================                        ] 126.3/242.7 MB
 52%[==========================                        ] 126.3/242.7 MB
 52%[==========================                        ] 126.3/242.7 MB
 52%[==========================                        ] 126.3/242.7 MB
 52%[==========================                        ] 126.4/242.7 MB
 52%[==========================                        ] 126.4/242.7 MB
 52%[==========================                        ] 126.4/242.7 MB
 52%[==========================                        ] 126.4/242.7 MB
 52%[==========================                        ] 126.4/242.7 MB
 52%[==========================                        ] 126.4/242.7 MB
 52%[==========================                        ] 126.4/242.7 MB
 52%[==========================                        ] 126.4/242.7 MB
 52%[==========================                        ] 126.4/242.7 MB
 52%[==========================                        ] 126.4/242.7 MB
 52%[==========================                        ] 126.4/242.7 MB
 52%[==========================                        ] 126.4/242.7 MB
 52%[==========================                        ] 126.4/242.7 MB
 52%[==========================                        ] 126.5/242.7 MB
 52%[==========================                        ] 126.5/242.7 MB
 52%[==========================                        ] 126.5/242.7 MB
 52%[==========================                        ] 126.5/242.7 MB
 52%[==========================                        ] 126.5/242.7 MB
 52%[==========================                        ] 126.5/242.7 MB
 52%[==========================                        ] 126.5/242.7 MB
 52%[==========================                        ] 126.5/242.7 MB
 52%[==========================                        ] 126.5/242.7 MB
 52%[==========================                        ] 126.5/242.7 MB
 52%[==========================                        ] 126.5/242.7 MB
 52%[==========================                        ] 126.5/242.7 MB
 52%[==========================                        ] 126.5/242.7 MB
 52%[==========================                        ] 126.6/242.7 MB
 52%[==========================                        ] 126.6/242.7 MB
 52%[==========================                        ] 126.6/242.7 MB
 52%[==========================                        ] 126.6/242.7 MB
 52%[==========================                        ] 126.6/242.7 MB
 52%[==========================                        ] 126.6/242.7 MB
 52%[==========================                        ] 126.6/242.7 MB
 52%[==========================                        ] 126.6/242.7 MB
 52%[==========================                        ] 126.6/242.7 MB
 52%[==========================                        ] 126.6/242.7 MB
 52%[==========================                        ] 126.6/242.7 MB
 52%[==========================                        ] 126.6/242.7 MB
 52%[==========================                        ] 126.6/242.7 MB
 52%[==========================                        ] 126.7/242.7 MB
 52%[==========================                        ] 126.7/242.7 MB
 52%[==========================                        ] 126.7/242.7 MB
 52%[==========================                        ] 126.7/242.7 MB
 52%[==========================                        ] 126.7/242.7 MB
 52%[==========================                        ] 126.7/242.7 MB
 52%[==========================                        ] 126.7/242.7 MB
 52%[==========================                        ] 126.7/242.7 MB
 52%[==========================                        ] 126.7/242.7 MB
 52%[==========================                        ] 126.7/242.7 MB
 52%[==========================                        ] 126.7/242.7 MB
 52%[==========================                        ] 126.7/242.7 MB
 52%[==========================                        ] 126.8/242.7 MB
 52%[==========================                        ] 126.8/242.7 MB
 52%[==========================                        ] 126.8/242.7 MB
 52%[==========================                        ] 126.8/242.7 MB
 52%[==========================                        ] 126.8/242.7 MB
 52%[==========================                        ] 126.8/242.7 MB
 52%[==========================                        ] 126.8/242.7 MB
 52%[==========================                        ] 126.8/242.7 MB
 52%[==========================                        ] 126.8/242.7 MB
 52%[==========================                        ] 126.8/242.7 MB
 52%[==========================                        ] 126.8/242.7 MB
 52%[==========================                        ] 126.8/242.7 MB
 52%[==========================                        ] 126.8/242.7 MB
 52%[==========================                        ] 126.9/242.7 MB
 52%[==========================                        ] 126.9/242.7 MB
 52%[==========================                        ] 126.9/242.7 MB
 52%[==========================                        ] 126.9/242.7 MB
 52%[==========================                        ] 126.9/242.7 MB
 52%[==========================                        ] 126.9/242.7 MB
 52%[==========================                        ] 126.9/242.7 MB
 52%[==========================                        ] 126.9/242.7 MB
 52%[==========================                        ] 126.9/242.7 MB
 52%[==========================                        ] 126.9/242.7 MB
 52%[==========================                        ] 126.9/242.7 MB
 52%[==========================                        ] 126.9/242.7 MB
 52%[==========================                        ] 126.9/242.7 MB
 52%[==========================                        ] 127.0/242.7 MB
 52%[==========================                        ] 127.0/242.7 MB
 52%[==========================                        ] 127.0/242.7 MB
 52%[==========================                        ] 127.0/242.7 MB
 52%[==========================                        ] 127.0/242.7 MB
 52%[==========================                        ] 127.0/242.7 MB
 52%[==========================                        ] 127.0/242.7 MB
 52%[==========================                        ] 127.0/242.7 MB
 52%[==========================                        ] 127.0/242.7 MB
 52%[==========================                        ] 127.0/242.7 MB
 52%[==========================                        ] 127.0/242.7 MB
 52%[==========================                        ] 127.0/242.7 MB
 52%[==========================                        ] 127.0/242.7 MB
 52%[==========================                        ] 127.1/242.7 MB
 52%[==========================                        ] 127.1/242.7 MB
 52%[==========================                        ] 127.1/242.7 MB
 52%[==========================                        ] 127.1/242.7 MB
 52%[==========================                        ] 127.1/242.7 MB
 52%[==========================                        ] 127.1/242.7 MB
 52%[==========================                        ] 127.1/242.7 MB
 52%[==========================                        ] 127.1/242.7 MB
 52%[==========================                        ] 127.1/242.7 MB
 52%[==========================                        ] 127.1/242.7 MB
 52%[==========================                        ] 127.1/242.7 MB
 52%[==========================                        ] 127.1/242.7 MB
 52%[==========================                        ] 127.1/242.7 MB
 52%[==========================                        ] 127.2/242.7 MB
 52%[==========================                        ] 127.2/242.7 MB
 52%[==========================                        ] 127.2/242.7 MB
 52%[==========================                        ] 127.2/242.7 MB
 52%[==========================                        ] 127.2/242.7 MB
 52%[==========================                        ] 127.2/242.7 MB
 52%[==========================                        ] 127.2/242.7 MB
 52%[==========================                        ] 127.2/242.7 MB
 52%[==========================                        ] 127.2/242.7 MB
 52%[==========================                        ] 127.2/242.7 MB
 52%[==========================                        ] 127.2/242.7 MB
 52%[==========================                        ] 127.2/242.7 MB
 52%[==========================                        ] 127.2/242.7 MB
 52%[==========================                        ] 127.3/242.7 MB
 52%[==========================                        ] 127.3/242.7 MB
 52%[==========================                        ] 127.3/242.7 MB
 52%[==========================                        ] 127.3/242.7 MB
 52%[==========================                        ] 127.3/242.7 MB
 52%[==========================                        ] 127.3/242.7 MB
 52%[==========================                        ] 127.3/242.7 MB
 52%[==========================                        ] 127.3/242.7 MB
 52%[==========================                        ] 127.3/242.7 MB
 52%[==========================                        ] 127.3/242.7 MB
 52%[==========================                        ] 127.3/242.7 MB
 52%[==========================                        ] 127.3/242.7 MB
 52%[==========================                        ] 127.4/242.7 MB
 52%[==========================                        ] 127.4/242.7 MB
 52%[==========================                        ] 127.4/242.7 MB
 52%[==========================                        ] 127.4/242.7 MB
 52%[==========================                        ] 127.4/242.7 MB
 52%[==========================                        ] 127.4/242.7 MB
 52%[==========================                        ] 127.4/242.7 MB
 52%[==========================                        ] 127.4/242.7 MB
 53%[==========================                        ] 127.4/242.7 MB
 53%[==========================                        ] 127.4/242.7 MB
 53%[==========================                        ] 127.4/242.7 MB
 53%[==========================                        ] 127.4/242.7 MB
 53%[==========================                        ] 127.4/242.7 MB
 53%[==========================                        ] 127.5/242.7 MB
 53%[==========================                        ] 127.5/242.7 MB
 53%[==========================                        ] 127.5/242.7 MB
 53%[==========================                        ] 127.5/242.7 MB
 53%[==========================                        ] 127.5/242.7 MB
 53%[==========================                        ] 127.5/242.7 MB
 53%[==========================                        ] 127.5/242.7 MB
 53%[==========================                        ] 127.5/242.7 MB
 53%[==========================                        ] 127.5/242.7 MB
 53%[==========================                        ] 127.5/242.7 MB
 53%[==========================                        ] 127.5/242.7 MB
 53%[==========================                        ] 127.5/242.7 MB
 53%[==========================                        ] 127.5/242.7 MB
 53%[==========================                        ] 127.6/242.7 MB
 53%[==========================                        ] 127.6/242.7 MB
 53%[==========================                        ] 127.6/242.7 MB
 53%[==========================                        ] 127.6/242.7 MB
 53%[==========================                        ] 127.6/242.7 MB
 53%[==========================                        ] 127.6/242.7 MB
 53%[==========================                        ] 127.6/242.7 MB
 53%[==========================                        ] 127.6/242.7 MB
 53%[==========================                        ] 127.6/242.7 MB
 53%[==========================                        ] 127.6/242.7 MB
 53%[==========================                        ] 127.6/242.7 MB
 53%[==========================                        ] 127.6/242.7 MB
 53%[==========================                        ] 127.6/242.7 MB
 53%[==========================                        ] 127.7/242.7 MB
 53%[==========================                        ] 127.7/242.7 MB
 53%[==========================                        ] 127.7/242.7 MB
 53%[==========================                        ] 127.7/242.7 MB
 53%[==========================                        ] 127.7/242.7 MB
 53%[==========================                        ] 127.7/242.7 MB
 53%[==========================                        ] 127.7/242.7 MB
 53%[==========================                        ] 127.7/242.7 MB
 53%[==========================                        ] 127.7/242.7 MB
 53%[==========================                        ] 127.7/242.7 MB
 53%[==========================                        ] 127.7/242.7 MB
 53%[==========================                        ] 127.7/242.7 MB
 53%[==========================                        ] 127.8/242.7 MB
 53%[==========================                        ] 127.8/242.7 MB
 53%[==========================                        ] 127.8/242.7 MB
 53%[==========================                        ] 127.8/242.7 MB
 53%[==========================                        ] 127.8/242.7 MB
 53%[==========================                        ] 127.8/242.7 MB
 53%[==========================                        ] 127.8/242.7 MB
 53%[==========================                        ] 127.8/242.7 MB
 53%[==========================                        ] 127.8/242.7 MB
 53%[==========================                        ] 127.8/242.7 MB
 53%[==========================                        ] 127.8/242.7 MB
 53%[==========================                        ] 127.8/242.7 MB
 53%[==========================                        ] 127.8/242.7 MB
 53%[==========================                        ] 127.9/242.7 MB
 53%[==========================                        ] 127.9/242.7 MB
 53%[==========================                        ] 127.9/242.7 MB
 53%[==========================                        ] 127.9/242.7 MB
 53%[==========================                        ] 127.9/242.7 MB
 53%[==========================                        ] 127.9/242.7 MB
 53%[==========================                        ] 127.9/242.7 MB
 53%[==========================                        ] 127.9/242.7 MB
 53%[==========================                        ] 127.9/242.7 MB
 53%[==========================                        ] 127.9/242.7 MB
 53%[==========================                        ] 127.9/242.7 MB
 53%[==========================                        ] 127.9/242.7 MB
 53%[==========================                        ] 127.9/242.7 MB
 53%[==========================                        ] 128.0/242.7 MB
 53%[==========================                        ] 128.0/242.7 MB
 53%[==========================                        ] 128.0/242.7 MB
 53%[==========================                        ] 128.0/242.7 MB
 53%[==========================                        ] 128.0/242.7 MB
 53%[==========================                        ] 128.0/242.7 MB
 53%[==========================                        ] 128.0/242.7 MB
 53%[==========================                        ] 128.0/242.7 MB
 53%[==========================                        ] 128.0/242.7 MB
 53%[==========================                        ] 128.0/242.7 MB
 53%[==========================                        ] 128.0/242.7 MB
 53%[==========================                        ] 128.0/242.7 MB
 53%[==========================                        ] 128.0/242.7 MB
 53%[==========================                        ] 128.1/242.7 MB
 53%[==========================                        ] 128.1/242.7 MB
 53%[==========================                        ] 128.1/242.7 MB
 53%[==========================                        ] 128.1/242.7 MB
 53%[==========================                        ] 128.1/242.7 MB
 53%[==========================                        ] 128.1/242.7 MB
 53%[==========================                        ] 128.1/242.7 MB
 53%[==========================                        ] 128.1/242.7 MB
 53%[==========================                        ] 128.1/242.7 MB
 53%[==========================                        ] 128.1/242.7 MB
 53%[==========================                        ] 128.1/242.7 MB
 53%[==========================                        ] 128.1/242.7 MB
 53%[==========================                        ] 128.1/242.7 MB
 53%[==========================                        ] 128.2/242.7 MB
 53%[==========================                        ] 128.2/242.7 MB
 53%[==========================                        ] 128.2/242.7 MB
 53%[==========================                        ] 128.2/242.7 MB
 53%[==========================                        ] 128.2/242.7 MB
 53%[==========================                        ] 128.2/242.7 MB
 53%[==========================                        ] 128.2/242.7 MB
 53%[==========================                        ] 128.2/242.7 MB
 53%[==========================                        ] 128.2/242.7 MB
 53%[==========================                        ] 128.2/242.7 MB
 53%[==========================                        ] 128.2/242.7 MB
 53%[==========================                        ] 128.2/242.7 MB
 53%[==========================                        ] 128.2/242.7 MB
 53%[==========================                        ] 128.3/242.7 MB
 53%[==========================                        ] 128.3/242.7 MB
 53%[==========================                        ] 128.3/242.7 MB
 53%[==========================                        ] 128.3/242.7 MB
 53%[==========================                        ] 128.3/242.7 MB
 53%[==========================                        ] 128.3/242.7 MB
 53%[==========================                        ] 128.3/242.7 MB
 53%[==========================                        ] 128.3/242.7 MB
 53%[==========================                        ] 128.3/242.7 MB
 53%[==========================                        ] 128.3/242.7 MB
 53%[==========================                        ] 128.3/242.7 MB
 53%[==========================                        ] 128.3/242.7 MB
 53%[==========================                        ] 128.4/242.7 MB
 53%[==========================                        ] 128.4/242.7 MB
 53%[==========================                        ] 128.4/242.7 MB
 53%[==========================                        ] 128.4/242.7 MB
 53%[==========================                        ] 128.4/242.7 MB
 53%[==========================                        ] 128.4/242.7 MB
 53%[==========================                        ] 128.4/242.7 MB
 53%[==========================                        ] 128.4/242.7 MB
 53%[==========================                        ] 128.4/242.7 MB
 53%[==========================                        ] 128.4/242.7 MB
 53%[==========================                        ] 128.4/242.7 MB
 53%[==========================                        ] 128.4/242.7 MB
 53%[==========================                        ] 128.4/242.7 MB
 53%[==========================                        ] 128.5/242.7 MB
 53%[==========================                        ] 128.5/242.7 MB
 53%[==========================                        ] 128.5/242.7 MB
 53%[==========================                        ] 128.5/242.7 MB
 53%[==========================                        ] 128.5/242.7 MB
 53%[==========================                        ] 128.5/242.7 MB
 53%[==========================                        ] 128.5/242.7 MB
 53%[==========================                        ] 128.5/242.7 MB
 53%[==========================                        ] 128.5/242.7 MB
 53%[==========================                        ] 128.5/242.7 MB
 53%[==========================                        ] 128.5/242.7 MB
 53%[==========================                        ] 128.5/242.7 MB
 53%[==========================                        ] 128.5/242.7 MB
 53%[==========================                        ] 128.6/242.7 MB
 53%[==========================                        ] 128.6/242.7 MB
 53%[==========================                        ] 128.6/242.7 MB
 53%[==========================                        ] 128.6/242.7 MB
 53%[==========================                        ] 128.6/242.7 MB
 53%[==========================                        ] 128.6/242.7 MB
 53%[==========================                        ] 128.6/242.7 MB
 53%[==========================                        ] 128.6/242.7 MB
 53%[==========================                        ] 128.6/242.7 MB
 53%[==========================                        ] 128.6/242.7 MB
 53%[==========================                        ] 128.6/242.7 MB
 53%[==========================                        ] 128.6/242.7 MB
 53%[==========================                        ] 128.6/242.7 MB
 53%[==========================                        ] 128.7/242.7 MB
 53%[==========================                        ] 128.7/242.7 MB
 53%[==========================                        ] 128.7/242.7 MB
 53%[==========================                        ] 128.7/242.7 MB
 53%[==========================                        ] 128.7/242.7 MB
 53%[==========================                        ] 128.7/242.7 MB
 53%[==========================                        ] 128.7/242.7 MB
 53%[==========================                        ] 128.7/242.7 MB
 53%[==========================                        ] 128.7/242.7 MB
 53%[==========================                        ] 128.7/242.7 MB
 53%[==========================                        ] 128.7/242.7 MB
 53%[==========================                        ] 128.7/242.7 MB
 53%[==========================                        ] 128.8/242.7 MB
 53%[==========================                        ] 128.8/242.7 MB
 53%[==========================                        ] 128.8/242.7 MB
 53%[==========================                        ] 128.8/242.7 MB
 53%[==========================                        ] 128.8/242.7 MB
 53%[==========================                        ] 128.8/242.7 MB
 53%[==========================                        ] 128.8/242.7 MB
 53%[==========================                        ] 128.8/242.7 MB
 53%[==========================                        ] 128.8/242.7 MB
 53%[==========================                        ] 128.8/242.7 MB
 53%[==========================                        ] 128.8/242.7 MB
 53%[==========================                        ] 128.8/242.7 MB
 53%[==========================                        ] 128.8/242.7 MB
 53%[==========================                        ] 128.9/242.7 MB
 53%[==========================                        ] 128.9/242.7 MB
 53%[==========================                        ] 128.9/242.7 MB
 53%[==========================                        ] 128.9/242.7 MB
 53%[==========================                        ] 128.9/242.7 MB
 53%[==========================                        ] 128.9/242.7 MB
 53%[==========================                        ] 128.9/242.7 MB
 53%[==========================                        ] 128.9/242.7 MB
 53%[==========================                        ] 128.9/242.7 MB
 53%[==========================                        ] 128.9/242.7 MB
 53%[==========================                        ] 128.9/242.7 MB
 53%[==========================                        ] 128.9/242.7 MB
 53%[==========================                        ] 128.9/242.7 MB
 53%[==========================                        ] 129.0/242.7 MB
 53%[==========================                        ] 129.0/242.7 MB
 53%[==========================                        ] 129.0/242.7 MB
 53%[==========================                        ] 129.0/242.7 MB
 53%[==========================                        ] 129.0/242.7 MB
 53%[==========================                        ] 129.0/242.7 MB
 53%[==========================                        ] 129.0/242.7 MB
 53%[==========================                        ] 129.0/242.7 MB
 53%[==========================                        ] 129.0/242.7 MB
 53%[==========================                        ] 129.0/242.7 MB
 53%[==========================                        ] 129.0/242.7 MB
 53%[==========================                        ] 129.0/242.7 MB
 53%[==========================                        ] 129.0/242.7 MB
 53%[==========================                        ] 129.1/242.7 MB
 53%[==========================                        ] 129.1/242.7 MB
 53%[==========================                        ] 129.1/242.7 MB
 53%[==========================                        ] 129.1/242.7 MB
 53%[==========================                        ] 129.1/242.7 MB
 53%[==========================                        ] 129.1/242.7 MB
 53%[==========================                        ] 129.1/242.7 MB
 53%[==========================                        ] 129.1/242.7 MB
 53%[==========================                        ] 129.1/242.7 MB
 53%[==========================                        ] 129.1/242.7 MB
 53%[==========================                        ] 129.1/242.7 MB
 53%[==========================                        ] 129.1/242.7 MB
 53%[==========================                        ] 129.1/242.7 MB
 53%[==========================                        ] 129.2/242.7 MB
 53%[==========================                        ] 129.2/242.7 MB
 53%[==========================                        ] 129.2/242.7 MB
 53%[==========================                        ] 129.2/242.7 MB
 53%[==========================                        ] 129.2/242.7 MB
 53%[==========================                        ] 129.2/242.7 MB
 53%[==========================                        ] 129.2/242.7 MB
 53%[==========================                        ] 129.2/242.7 MB
 53%[==========================                        ] 129.2/242.7 MB
 53%[==========================                        ] 129.2/242.7 MB
 53%[==========================                        ] 129.2/242.7 MB
 53%[==========================                        ] 129.2/242.7 MB
 53%[==========================                        ] 129.2/242.7 MB
 53%[==========================                        ] 129.3/242.7 MB
 53%[==========================                        ] 129.3/242.7 MB
 53%[==========================                        ] 129.3/242.7 MB
 53%[==========================                        ] 129.3/242.7 MB
 53%[==========================                        ] 129.3/242.7 MB
 53%[==========================                        ] 129.3/242.7 MB
 53%[==========================                        ] 129.3/242.7 MB
 53%[==========================                        ] 129.3/242.7 MB
 53%[==========================                        ] 129.3/242.7 MB
 53%[==========================                        ] 129.3/242.7 MB
 53%[==========================                        ] 129.3/242.7 MB
 53%[==========================                        ] 129.3/242.7 MB
 53%[==========================                        ] 129.4/242.7 MB
 53%[==========================                        ] 129.4/242.7 MB
 53%[==========================                        ] 129.4/242.7 MB
 53%[==========================                        ] 129.4/242.7 MB
 53%[==========================                        ] 129.4/242.7 MB
 53%[==========================                        ] 129.4/242.7 MB
 53%[==========================                        ] 129.4/242.7 MB
 53%[==========================                        ] 129.4/242.7 MB
 53%[==========================                        ] 129.4/242.7 MB
 53%[==========================                        ] 129.4/242.7 MB
 53%[==========================                        ] 129.4/242.7 MB
 53%[==========================                        ] 129.4/242.7 MB
 53%[==========================                        ] 129.4/242.7 MB
 53%[==========================                        ] 129.5/242.7 MB
 53%[==========================                        ] 129.5/242.7 MB
 53%[==========================                        ] 129.5/242.7 MB
 53%[==========================                        ] 129.5/242.7 MB
 53%[==========================                        ] 129.5/242.7 MB
 53%[==========================                        ] 129.5/242.7 MB
 53%[==========================                        ] 129.5/242.7 MB
 53%[==========================                        ] 129.5/242.7 MB
 53%[==========================                        ] 129.5/242.7 MB
 53%[==========================                        ] 129.5/242.7 MB
 53%[==========================                        ] 129.5/242.7 MB
 53%[==========================                        ] 129.5/242.7 MB
 53%[==========================                        ] 129.5/242.7 MB
 53%[==========================                        ] 129.6/242.7 MB
 53%[==========================                        ] 129.6/242.7 MB
 53%[==========================                        ] 129.6/242.7 MB
 53%[==========================                        ] 129.6/242.7 MB
 53%[==========================                        ] 129.6/242.7 MB
 53%[==========================                        ] 129.6/242.7 MB
 53%[==========================                        ] 129.6/242.7 MB
 53%[==========================                        ] 129.6/242.7 MB
 53%[==========================                        ] 129.6/242.7 MB
 53%[==========================                        ] 129.6/242.7 MB
 53%[==========================                        ] 129.6/242.7 MB
 53%[==========================                        ] 129.6/242.7 MB
 53%[==========================                        ] 129.6/242.7 MB
 53%[==========================                        ] 129.7/242.7 MB
 53%[==========================                        ] 129.7/242.7 MB
 53%[==========================                        ] 129.7/242.7 MB
 53%[==========================                        ] 129.7/242.7 MB
 53%[==========================                        ] 129.7/242.7 MB
 53%[==========================                        ] 129.7/242.7 MB
 53%[==========================                        ] 129.7/242.7 MB
 53%[==========================                        ] 129.7/242.7 MB
 53%[==========================                        ] 129.7/242.7 MB
 53%[==========================                        ] 129.7/242.7 MB
 53%[==========================                        ] 129.7/242.7 MB
 53%[==========================                        ] 129.7/242.7 MB
 53%[==========================                        ] 129.8/242.7 MB
 53%[==========================                        ] 129.8/242.7 MB
 53%[==========================                        ] 129.8/242.7 MB
 53%[==========================                        ] 129.8/242.7 MB
 53%[==========================                        ] 129.8/242.7 MB
 53%[==========================                        ] 129.8/242.7 MB
 53%[==========================                        ] 129.8/242.7 MB
 53%[==========================                        ] 129.8/242.7 MB
 53%[==========================                        ] 129.8/242.7 MB
 53%[==========================                        ] 129.8/242.7 MB
 53%[==========================                        ] 129.8/242.7 MB
 54%[==========================                        ] 129.8/242.7 MB
 54%[==========================                        ] 129.8/242.7 MB
 54%[==========================                        ] 129.9/242.7 MB
 54%[==========================                        ] 129.9/242.7 MB
 54%[==========================                        ] 129.9/242.7 MB
 54%[==========================                        ] 129.9/242.7 MB
 54%[==========================                        ] 129.9/242.7 MB
 54%[==========================                        ] 129.9/242.7 MB
 54%[==========================                        ] 129.9/242.7 MB
 54%[==========================                        ] 129.9/242.7 MB
 54%[==========================                        ] 129.9/242.7 MB
 54%[==========================                        ] 129.9/242.7 MB
 54%[==========================                        ] 129.9/242.7 MB
 54%[==========================                        ] 129.9/242.7 MB
 54%[==========================                        ] 129.9/242.7 MB
 54%[==========================                        ] 130.0/242.7 MB
 54%[==========================                        ] 130.0/242.7 MB
 54%[==========================                        ] 130.0/242.7 MB
 54%[==========================                        ] 130.0/242.7 MB
 54%[==========================                        ] 130.0/242.7 MB
 54%[==========================                        ] 130.0/242.7 MB
 54%[==========================                        ] 130.0/242.7 MB
 54%[==========================                        ] 130.0/242.7 MB
 54%[==========================                        ] 130.0/242.7 MB
 54%[==========================                        ] 130.0/242.7 MB
 54%[==========================                        ] 130.0/242.7 MB
 54%[==========================                        ] 130.0/242.7 MB
 54%[==========================                        ] 130.0/242.7 MB
 54%[==========================                        ] 130.1/242.7 MB
 54%[==========================                        ] 130.1/242.7 MB
 54%[==========================                        ] 130.1/242.7 MB
 54%[==========================                        ] 130.1/242.7 MB
 54%[==========================                        ] 130.1/242.7 MB
 54%[==========================                        ] 130.1/242.7 MB
 54%[==========================                        ] 130.1/242.7 MB
 54%[==========================                        ] 130.1/242.7 MB
 54%[==========================                        ] 130.1/242.7 MB
 54%[==========================                        ] 130.1/242.7 MB
 54%[==========================                        ] 130.1/242.7 MB
 54%[==========================                        ] 130.1/242.7 MB
 54%[==========================                        ] 130.1/242.7 MB
 54%[==========================                        ] 130.2/242.7 MB
 54%[==========================                        ] 130.2/242.7 MB
 54%[==========================                        ] 130.2/242.7 MB
 54%[==========================                        ] 130.2/242.7 MB
 54%[==========================                        ] 130.2/242.7 MB
 54%[==========================                        ] 130.2/242.7 MB
 54%[==========================                        ] 130.2/242.7 MB
 54%[==========================                        ] 130.2/242.7 MB
 54%[==========================                        ] 130.2/242.7 MB
 54%[==========================                        ] 130.2/242.7 MB
 54%[==========================                        ] 130.2/242.7 MB
 54%[==========================                        ] 130.2/242.7 MB
 54%[==========================                        ] 130.2/242.7 MB
 54%[==========================                        ] 130.3/242.7 MB
 54%[==========================                        ] 130.3/242.7 MB
 54%[==========================                        ] 130.3/242.7 MB
 54%[==========================                        ] 130.3/242.7 MB
 54%[==========================                        ] 130.3/242.7 MB
 54%[==========================                        ] 130.3/242.7 MB
 54%[==========================                        ] 130.3/242.7 MB
 54%[==========================                        ] 130.3/242.7 MB
 54%[==========================                        ] 130.3/242.7 MB
 54%[==========================                        ] 130.3/242.7 MB
 54%[==========================                        ] 130.3/242.7 MB
 54%[==========================                        ] 130.3/242.7 MB
 54%[==========================                        ] 130.4/242.7 MB
 54%[==========================                        ] 130.4/242.7 MB
 54%[==========================                        ] 130.4/242.7 MB
 54%[==========================                        ] 130.4/242.7 MB
 54%[==========================                        ] 130.4/242.7 MB
 54%[==========================                        ] 130.4/242.7 MB
 54%[==========================                        ] 130.4/242.7 MB
 54%[==========================                        ] 130.4/242.7 MB
 54%[==========================                        ] 130.4/242.7 MB
 54%[==========================                        ] 130.4/242.7 MB
 54%[==========================                        ] 130.4/242.7 MB
 54%[==========================                        ] 130.4/242.7 MB
 54%[==========================                        ] 130.4/242.7 MB
 54%[==========================                        ] 130.5/242.7 MB
 54%[==========================                        ] 130.5/242.7 MB
 54%[==========================                        ] 130.5/242.7 MB
 54%[==========================                        ] 130.5/242.7 MB
 54%[==========================                        ] 130.5/242.7 MB
 54%[==========================                        ] 130.5/242.7 MB
 54%[==========================                        ] 130.5/242.7 MB
 54%[==========================                        ] 130.5/242.7 MB
 54%[==========================                        ] 130.5/242.7 MB
 54%[==========================                        ] 130.5/242.7 MB
 54%[==========================                        ] 130.5/242.7 MB
 54%[==========================                        ] 130.5/242.7 MB
 54%[==========================                        ] 130.5/242.7 MB
 54%[==========================                        ] 130.6/242.7 MB
 54%[==========================                        ] 130.6/242.7 MB
 54%[==========================                        ] 130.6/242.7 MB
 54%[==========================                        ] 130.6/242.7 MB
 54%[==========================                        ] 130.6/242.7 MB
 54%[==========================                        ] 130.6/242.7 MB
 54%[==========================                        ] 130.6/242.7 MB
 54%[==========================                        ] 130.6/242.7 MB
 54%[==========================                        ] 130.6/242.7 MB
 54%[==========================                        ] 130.6/242.7 MB
 54%[==========================                        ] 130.6/242.7 MB
 54%[==========================                        ] 130.6/242.7 MB
 54%[==========================                        ] 130.6/242.7 MB
 54%[==========================                        ] 130.7/242.7 MB
 54%[==========================                        ] 130.7/242.7 MB
 54%[==========================                        ] 130.7/242.7 MB
 54%[==========================                        ] 130.7/242.7 MB
 54%[==========================                        ] 130.7/242.7 MB
 54%[==========================                        ] 130.7/242.7 MB
 54%[==========================                        ] 130.7/242.7 MB
 54%[==========================                        ] 130.7/242.7 MB
 54%[==========================                        ] 130.7/242.7 MB
 54%[==========================                        ] 130.7/242.7 MB
 54%[==========================                        ] 130.7/242.7 MB
 54%[==========================                        ] 130.7/242.7 MB
 54%[==========================                        ] 130.8/242.7 MB
 54%[==========================                        ] 130.8/242.7 MB
 54%[==========================                        ] 130.8/242.7 MB
 54%[==========================                        ] 130.8/242.7 MB
 54%[==========================                        ] 130.8/242.7 MB
 54%[==========================                        ] 130.8/242.7 MB
 54%[==========================                        ] 130.8/242.7 MB
 54%[==========================                        ] 130.8/242.7 MB
 54%[==========================                        ] 130.8/242.7 MB
 54%[==========================                        ] 130.8/242.7 MB
 54%[==========================                        ] 130.8/242.7 MB
 54%[==========================                        ] 130.8/242.7 MB
 54%[==========================                        ] 130.8/242.7 MB
 54%[==========================                        ] 130.9/242.7 MB
 54%[==========================                        ] 130.9/242.7 MB
 54%[==========================                        ] 130.9/242.7 MB
 54%[==========================                        ] 130.9/242.7 MB
 54%[==========================                        ] 130.9/242.7 MB
 54%[==========================                        ] 130.9/242.7 MB
 54%[==========================                        ] 130.9/242.7 MB
 54%[==========================                        ] 130.9/242.7 MB
 54%[==========================                        ] 130.9/242.7 MB
 54%[==========================                        ] 130.9/242.7 MB
 54%[==========================                        ] 130.9/242.7 MB
 54%[==========================                        ] 130.9/242.7 MB
 54%[==========================                        ] 130.9/242.7 MB
 54%[==========================                        ] 131.0/242.7 MB
 54%[==========================                        ] 131.0/242.7 MB
 54%[==========================                        ] 131.0/242.7 MB
 54%[==========================                        ] 131.0/242.7 MB
 54%[==========================                        ] 131.0/242.7 MB
 54%[==========================                        ] 131.0/242.7 MB
 54%[==========================                        ] 131.0/242.7 MB
 54%[==========================                        ] 131.0/242.7 MB
 54%[==========================                        ] 131.0/242.7 MB
 54%[==========================                        ] 131.0/242.7 MB
 54%[==========================                        ] 131.0/242.7 MB
 54%[==========================                        ] 131.0/242.7 MB
 54%[==========================                        ] 131.0/242.7 MB
 54%[===========================                       ] 131.1/242.7 MB
 54%[===========================                       ] 131.1/242.7 MB
 54%[===========================                       ] 131.1/242.7 MB
 54%[===========================                       ] 131.1/242.7 MB
 54%[===========================                       ] 131.1/242.7 MB
 54%[===========================                       ] 131.1/242.7 MB
 54%[===========================                       ] 131.1/242.7 MB
 54%[===========================                       ] 131.1/242.7 MB
 54%[===========================                       ] 131.1/242.7 MB
 54%[===========================                       ] 131.1/242.7 MB
 54%[===========================                       ] 131.1/242.7 MB
 54%[===========================                       ] 131.1/242.7 MB
 54%[===========================                       ] 131.1/242.7 MB
 54%[===========================                       ] 131.2/242.7 MB
 54%[===========================                       ] 131.2/242.7 MB
 54%[===========================                       ] 131.2/242.7 MB
 54%[===========================                       ] 131.2/242.7 MB
 54%[===========================                       ] 131.2/242.7 MB
 54%[===========================                       ] 131.2/242.7 MB
 54%[===========================                       ] 131.2/242.7 MB
 54%[===========================                       ] 131.2/242.7 MB
 54%[===========================                       ] 131.2/242.7 MB
 54%[===========================                       ] 131.2/242.7 MB
 54%[===========================                       ] 131.2/242.7 MB
 54%[===========================                       ] 131.2/242.7 MB
 54%[===========================                       ] 131.2/242.7 MB
 54%[===========================                       ] 131.3/242.7 MB
 54%[===========================                       ] 131.3/242.7 MB
 54%[===========================                       ] 131.3/242.7 MB
 54%[===========================                       ] 131.3/242.7 MB
 54%[===========================                       ] 131.3/242.7 MB
 54%[===========================                       ] 131.3/242.7 MB
 54%[===========================                       ] 131.3/242.7 MB
 54%[===========================                       ] 131.3/242.7 MB
 54%[===========================                       ] 131.3/242.7 MB
 54%[===========================                       ] 131.3/242.7 MB
 54%[===========================                       ] 131.3/242.7 MB
 54%[===========================                       ] 131.3/242.7 MB
 54%[===========================                       ] 131.4/242.7 MB
 54%[===========================                       ] 131.4/242.7 MB
 54%[===========================                       ] 131.4/242.7 MB
 54%[===========================                       ] 131.4/242.7 MB
 54%[===========================                       ] 131.4/242.7 MB
 54%[===========================                       ] 131.4/242.7 MB
 54%[===========================                       ] 131.4/242.7 MB
 54%[===========================                       ] 131.4/242.7 MB
 54%[===========================                       ] 131.4/242.7 MB
 54%[===========================                       ] 131.4/242.7 MB
 54%[===========================                       ] 131.4/242.7 MB
 54%[===========================                       ] 131.4/242.7 MB
 54%[===========================                       ] 131.4/242.7 MB
 54%[===========================                       ] 131.5/242.7 MB
 54%[===========================                       ] 131.5/242.7 MB
 54%[===========================                       ] 131.5/242.7 MB
 54%[===========================                       ] 131.5/242.7 MB
 54%[===========================                       ] 131.5/242.7 MB
 54%[===========================                       ] 131.5/242.7 MB
 54%[===========================                       ] 131.5/242.7 MB
 54%[===========================                       ] 131.5/242.7 MB
 54%[===========================                       ] 131.5/242.7 MB
 54%[===========================                       ] 131.5/242.7 MB
 54%[===========================                       ] 131.5/242.7 MB
 54%[===========================                       ] 131.5/242.7 MB
 54%[===========================                       ] 131.5/242.7 MB
 54%[===========================                       ] 131.6/242.7 MB
 54%[===========================                       ] 131.6/242.7 MB
 54%[===========================                       ] 131.6/242.7 MB
 54%[===========================                       ] 131.6/242.7 MB
 54%[===========================                       ] 131.6/242.7 MB
 54%[===========================                       ] 131.6/242.7 MB
 54%[===========================                       ] 131.6/242.7 MB
 54%[===========================                       ] 131.6/242.7 MB
 54%[===========================                       ] 131.6/242.7 MB
 54%[===========================                       ] 131.6/242.7 MB
 54%[===========================                       ] 131.6/242.7 MB
 54%[===========================                       ] 131.6/242.7 MB
 54%[===========================                       ] 131.6/242.7 MB
 54%[===========================                       ] 131.7/242.7 MB
 54%[===========================                       ] 131.7/242.7 MB
 54%[===========================                       ] 131.7/242.7 MB
 54%[===========================                       ] 131.7/242.7 MB
 54%[===========================                       ] 131.7/242.7 MB
 54%[===========================                       ] 131.7/242.7 MB
 54%[===========================                       ] 131.7/242.7 MB
 54%[===========================                       ] 131.7/242.7 MB
 54%[===========================                       ] 131.7/242.7 MB
 54%[===========================                       ] 131.7/242.7 MB
 54%[===========================                       ] 131.7/242.7 MB
 54%[===========================                       ] 131.7/242.7 MB
 54%[===========================                       ] 131.8/242.7 MB
 54%[===========================                       ] 131.8/242.7 MB
 54%[===========================                       ] 131.8/242.7 MB
 54%[===========================                       ] 131.8/242.7 MB
 54%[===========================                       ] 131.8/242.7 MB
 54%[===========================                       ] 131.8/242.7 MB
 54%[===========================                       ] 131.8/242.7 MB
 54%[===========================                       ] 131.8/242.7 MB
 54%[===========================                       ] 131.8/242.7 MB
 54%[===========================                       ] 131.8/242.7 MB
 54%[===========================                       ] 131.8/242.7 MB
 54%[===========================                       ] 131.8/242.7 MB
 54%[===========================                       ] 131.8/242.7 MB
 54%[===========================                       ] 131.9/242.7 MB
 54%[===========================                       ] 131.9/242.7 MB
 54%[===========================                       ] 131.9/242.7 MB
 54%[===========================                       ] 131.9/242.7 MB
 54%[===========================                       ] 131.9/242.7 MB
 54%[===========================                       ] 131.9/242.7 MB
 54%[===========================                       ] 131.9/242.7 MB
 54%[===========================                       ] 131.9/242.7 MB
 54%[===========================                       ] 131.9/242.7 MB
 54%[===========================                       ] 131.9/242.7 MB
 54%[===========================                       ] 131.9/242.7 MB
 54%[===========================                       ] 131.9/242.7 MB
 54%[===========================                       ] 131.9/242.7 MB
 54%[===========================                       ] 132.0/242.7 MB
 54%[===========================                       ] 132.0/242.7 MB
 54%[===========================                       ] 132.0/242.7 MB
 54%[===========================                       ] 132.0/242.7 MB
 54%[===========================                       ] 132.0/242.7 MB
 54%[===========================                       ] 132.0/242.7 MB
 54%[===========================                       ] 132.0/242.7 MB
 54%[===========================                       ] 132.0/242.7 MB
 54%[===========================                       ] 132.0/242.7 MB
 54%[===========================                       ] 132.0/242.7 MB
 54%[===========================                       ] 132.0/242.7 MB
 54%[===========================                       ] 132.0/242.7 MB
 54%[===========================                       ] 132.0/242.7 MB
 54%[===========================                       ] 132.1/242.7 MB
 54%[===========================                       ] 132.1/242.7 MB
 54%[===========================                       ] 132.1/242.7 MB
 54%[===========================                       ] 132.1/242.7 MB
 54%[===========================                       ] 132.1/242.7 MB
 54%[===========================                       ] 132.1/242.7 MB
 54%[===========================                       ] 132.1/242.7 MB
 54%[===========================                       ] 132.1/242.7 MB
 54%[===========================                       ] 132.1/242.7 MB
 54%[===========================                       ] 132.1/242.7 MB
 54%[===========================                       ] 132.1/242.7 MB
 54%[===========================                       ] 132.1/242.7 MB
 54%[===========================                       ] 132.1/242.7 MB
 54%[===========================                       ] 132.2/242.7 MB
 54%[===========================                       ] 132.2/242.7 MB
 54%[===========================                       ] 132.2/242.7 MB
 54%[===========================                       ] 132.2/242.7 MB
 54%[===========================                       ] 132.2/242.7 MB
 54%[===========================                       ] 132.2/242.7 MB
 54%[===========================                       ] 132.2/242.7 MB
 54%[===========================                       ] 132.2/242.7 MB
 54%[===========================                       ] 132.2/242.7 MB
 54%[===========================                       ] 132.2/242.7 MB
 54%[===========================                       ] 132.2/242.7 MB
 54%[===========================                       ] 132.2/242.7 MB
 54%[===========================                       ] 132.2/242.7 MB
 54%[===========================                       ] 132.3/242.7 MB
 55%[===========================                       ] 132.3/242.7 MB
 55%[===========================                       ] 132.3/242.7 MB
 55%[===========================                       ] 132.3/242.7 MB
 55%[===========================                       ] 132.3/242.7 MB
 55%[===========================                       ] 132.3/242.7 MB
 55%[===========================                       ] 132.3/242.7 MB
 55%[===========================                       ] 132.3/242.7 MB
 55%[===========================                       ] 132.3/242.7 MB
 55%[===========================                       ] 132.3/242.7 MB
 55%[===========================                       ] 132.3/242.7 MB
 55%[===========================                       ] 132.3/242.7 MB
 55%[===========================                       ] 132.4/242.7 MB
 55%[===========================                       ] 132.4/242.7 MB
 55%[===========================                       ] 132.4/242.7 MB
 55%[===========================                       ] 132.4/242.7 MB
 55%[===========================                       ] 132.4/242.7 MB
 55%[===========================                       ] 132.4/242.7 MB
 55%[===========================                       ] 132.4/242.7 MB
 55%[===========================                       ] 132.4/242.7 MB
 55%[===========================                       ] 132.4/242.7 MB
 55%[===========================                       ] 132.4/242.7 MB
 55%[===========================                       ] 132.4/242.7 MB
 55%[===========================                       ] 132.4/242.7 MB
 55%[===========================                       ] 132.4/242.7 MB
 55%[===========================                       ] 132.5/242.7 MB
 55%[===========================                       ] 132.5/242.7 MB
 55%[===========================                       ] 132.5/242.7 MB
 55%[===========================                       ] 132.5/242.7 MB
 55%[===========================                       ] 132.5/242.7 MB
 55%[===========================                       ] 132.5/242.7 MB
 55%[===========================                       ] 132.5/242.7 MB
 55%[===========================                       ] 132.5/242.7 MB
 55%[===========================                       ] 132.5/242.7 MB
 55%[===========================                       ] 132.5/242.7 MB
 55%[===========================                       ] 132.5/242.7 MB
 55%[===========================                       ] 132.5/242.7 MB
 55%[===========================                       ] 132.5/242.7 MB
 55%[===========================                       ] 132.6/242.7 MB
 55%[===========================                       ] 132.6/242.7 MB
 55%[===========================                       ] 132.6/242.7 MB
 55%[===========================                       ] 132.6/242.7 MB
 55%[===========================                       ] 132.6/242.7 MB
 55%[===========================                       ] 132.6/242.7 MB
 55%[===========================                       ] 132.6/242.7 MB
 55%[===========================                       ] 132.6/242.7 MB
 55%[===========================                       ] 132.6/242.7 MB
 55%[===========================                       ] 132.6/242.7 MB
 55%[===========================                       ] 132.6/242.7 MB
 55%[===========================                       ] 132.6/242.7 MB
 55%[===========================                       ] 132.6/242.7 MB
 55%[===========================                       ] 132.7/242.7 MB
 55%[===========================                       ] 132.7/242.7 MB
 55%[===========================                       ] 132.7/242.7 MB
 55%[===========================                       ] 132.7/242.7 MB
 55%[===========================                       ] 132.7/242.7 MB
 55%[===========================                       ] 132.7/242.7 MB
 55%[===========================                       ] 132.7/242.7 MB
 55%[===========================                       ] 132.7/242.7 MB
 55%[===========================                       ] 132.7/242.7 MB
 55%[===========================                       ] 132.7/242.7 MB
 55%[===========================                       ] 132.7/242.7 MB
 55%[===========================                       ] 132.7/242.7 MB
 55%[===========================                       ] 132.8/242.7 MB
 55%[===========================                       ] 132.8/242.7 MB
 55%[===========================                       ] 132.8/242.7 MB
 55%[===========================                       ] 132.8/242.7 MB
 55%[===========================                       ] 132.8/242.7 MB
 55%[===========================                       ] 132.8/242.7 MB
 55%[===========================                       ] 132.8/242.7 MB
 55%[===========================                       ] 132.8/242.7 MB
 55%[===========================                       ] 132.8/242.7 MB
 55%[===========================                       ] 132.8/242.7 MB
 55%[===========================                       ] 132.8/242.7 MB
 55%[===========================                       ] 132.8/242.7 MB
 55%[===========================                       ] 132.8/242.7 MB
 55%[===========================                       ] 132.9/242.7 MB
 55%[===========================                       ] 132.9/242.7 MB
 55%[===========================                       ] 132.9/242.7 MB
 55%[===========================                       ] 132.9/242.7 MB
 55%[===========================                       ] 132.9/242.7 MB
 55%[===========================                       ] 132.9/242.7 MB
 55%[===========================                       ] 132.9/242.7 MB
 55%[===========================                       ] 132.9/242.7 MB
 55%[===========================                       ] 132.9/242.7 MB
 55%[===========================                       ] 132.9/242.7 MB
 55%[===========================                       ] 132.9/242.7 MB
 55%[===========================                       ] 132.9/242.7 MB
 55%[===========================                       ] 132.9/242.7 MB
 55%[===========================                       ] 133.0/242.7 MB
 55%[===========================                       ] 133.0/242.7 MB
 55%[===========================                       ] 133.0/242.7 MB
 55%[===========================                       ] 133.0/242.7 MB
 55%[===========================                       ] 133.0/242.7 MB
 55%[===========================                       ] 133.0/242.7 MB
 55%[===========================                       ] 133.0/242.7 MB
 55%[===========================                       ] 133.0/242.7 MB
 55%[===========================                       ] 133.0/242.7 MB
 55%[===========================                       ] 133.0/242.7 MB
 55%[===========================                       ] 133.0/242.7 MB
 55%[===========================                       ] 133.0/242.7 MB
 55%[===========================                       ] 133.0/242.7 MB
 55%[===========================                       ] 133.1/242.7 MB
 55%[===========================                       ] 133.1/242.7 MB
 55%[===========================                       ] 133.1/242.7 MB
 55%[===========================                       ] 133.1/242.7 MB
 55%[===========================                       ] 133.1/242.7 MB
 55%[===========================                       ] 133.1/242.7 MB
 55%[===========================                       ] 133.1/242.7 MB
 55%[===========================                       ] 133.1/242.7 MB
 55%[===========================                       ] 133.1/242.7 MB
 55%[===========================                       ] 133.1/242.7 MB
 55%[===========================                       ] 133.1/242.7 MB
 55%[===========================                       ] 133.1/242.7 MB
 55%[===========================                       ] 133.1/242.7 MB
 55%[===========================                       ] 133.2/242.7 MB
 55%[===========================                       ] 133.2/242.7 MB
 55%[===========================                       ] 133.2/242.7 MB
 55%[===========================                       ] 133.2/242.7 MB
 55%[===========================                       ] 133.2/242.7 MB
 55%[===========================                       ] 133.2/242.7 MB
 55%[===========================                       ] 133.2/242.7 MB
 55%[===========================                       ] 133.2/242.7 MB
 55%[===========================                       ] 133.2/242.7 MB
 55%[===========================                       ] 133.2/242.7 MB
 55%[===========================                       ] 133.2/242.7 MB
 55%[===========================                       ] 133.2/242.7 MB
 55%[===========================                       ] 133.2/242.7 MB
 55%[===========================                       ] 133.3/242.7 MB
 55%[===========================                       ] 133.3/242.7 MB
 55%[===========================                       ] 133.3/242.7 MB
 55%[===========================                       ] 133.3/242.7 MB
 55%[===========================                       ] 133.3/242.7 MB
 55%[===========================                       ] 133.3/242.7 MB
 55%[===========================                       ] 133.3/242.7 MB
 55%[===========================                       ] 133.3/242.7 MB
 55%[===========================                       ] 133.3/242.7 MB
 55%[===========================                       ] 133.3/242.7 MB
 55%[===========================                       ] 133.3/242.7 MB
 55%[===========================                       ] 133.3/242.7 MB
 55%[===========================                       ] 133.4/242.7 MB
 55%[===========================                       ] 133.4/242.7 MB
 55%[===========================                       ] 133.4/242.7 MB
 55%[===========================                       ] 133.4/242.7 MB
 55%[===========================                       ] 133.4/242.7 MB
 55%[===========================                       ] 133.4/242.7 MB
 55%[===========================                       ] 133.4/242.7 MB
 55%[===========================                       ] 133.4/242.7 MB
 55%[===========================                       ] 133.4/242.7 MB
 55%[===========================                       ] 133.4/242.7 MB
 55%[===========================                       ] 133.4/242.7 MB
 55%[===========================                       ] 133.4/242.7 MB
 55%[===========================                       ] 133.4/242.7 MB
 55%[===========================                       ] 133.5/242.7 MB
 55%[===========================                       ] 133.5/242.7 MB
 55%[===========================                       ] 133.5/242.7 MB
 55%[===========================                       ] 133.5/242.7 MB
 55%[===========================                       ] 133.5/242.7 MB
 55%[===========================                       ] 133.5/242.7 MB
 55%[===========================                       ] 133.5/242.7 MB
 55%[===========================                       ] 133.5/242.7 MB
 55%[===========================                       ] 133.5/242.7 MB
 55%[===========================                       ] 133.5/242.7 MB
 55%[===========================                       ] 133.5/242.7 MB
 55%[===========================                       ] 133.5/242.7 MB
 55%[===========================                       ] 133.5/242.7 MB
 55%[===========================                       ] 133.6/242.7 MB
 55%[===========================                       ] 133.6/242.7 MB
 55%[===========================                       ] 133.6/242.7 MB
 55%[===========================                       ] 133.6/242.7 MB
 55%[===========================                       ] 133.6/242.7 MB
 55%[===========================                       ] 133.6/242.7 MB
 55%[===========================                       ] 133.6/242.7 MB
 55%[===========================                       ] 133.6/242.7 MB
 55%[===========================                       ] 133.6/242.7 MB
 55%[===========================                       ] 133.6/242.7 MB
 55%[===========================                       ] 133.6/242.7 MB
 55%[===========================                       ] 133.6/242.7 MB
 55%[===========================                       ] 133.6/242.7 MB
 55%[===========================                       ] 133.7/242.7 MB
 55%[===========================                       ] 133.7/242.7 MB
 55%[===========================                       ] 133.7/242.7 MB
 55%[===========================                       ] 133.7/242.7 MB
 55%[===========================                       ] 133.7/242.7 MB
 55%[===========================                       ] 133.7/242.7 MB
 55%[===========================                       ] 133.7/242.7 MB
 55%[===========================                       ] 133.7/242.7 MB
 55%[===========================                       ] 133.7/242.7 MB
 55%[===========================                       ] 133.7/242.7 MB
 55%[===========================                       ] 133.7/242.7 MB
 55%[===========================                       ] 133.7/242.7 MB
 55%[===========================                       ] 133.8/242.7 MB
 55%[===========================                       ] 133.8/242.7 MB
 55%[===========================                       ] 133.8/242.7 MB
 55%[===========================                       ] 133.8/242.7 MB
 55%[===========================                       ] 133.8/242.7 MB
 55%[===========================                       ] 133.8/242.7 MB
 55%[===========================                       ] 133.8/242.7 MB
 55%[===========================                       ] 133.8/242.7 MB
 55%[===========================                       ] 133.8/242.7 MB
 55%[===========================                       ] 133.8/242.7 MB
 55%[===========================                       ] 133.8/242.7 MB
 55%[===========================                       ] 133.8/242.7 MB
 55%[===========================                       ] 133.8/242.7 MB
 55%[===========================                       ] 133.9/242.7 MB
 55%[===========================                       ] 133.9/242.7 MB
 55%[===========================                       ] 133.9/242.7 MB
 55%[===========================                       ] 133.9/242.7 MB
 55%[===========================                       ] 133.9/242.7 MB
 55%[===========================                       ] 133.9/242.7 MB
 55%[===========================                       ] 133.9/242.7 MB
 55%[===========================                       ] 133.9/242.7 MB
 55%[===========================                       ] 133.9/242.7 MB
 55%[===========================                       ] 133.9/242.7 MB
 55%[===========================                       ] 133.9/242.7 MB
 55%[===========================                       ] 133.9/242.7 MB
 55%[===========================                       ] 133.9/242.7 MB
 55%[===========================                       ] 134.0/242.7 MB
 55%[===========================                       ] 134.0/242.7 MB
 55%[===========================                       ] 134.0/242.7 MB
 55%[===========================                       ] 134.0/242.7 MB
 55%[===========================                       ] 134.0/242.7 MB
 55%[===========================                       ] 134.0/242.7 MB
 55%[===========================                       ] 134.0/242.7 MB
 55%[===========================                       ] 134.0/242.7 MB
 55%[===========================                       ] 134.0/242.7 MB
 55%[===========================                       ] 134.0/242.7 MB
 55%[===========================                       ] 134.0/242.7 MB
 55%[===========================                       ] 134.0/242.7 MB
 55%[===========================                       ] 134.0/242.7 MB
 55%[===========================                       ] 134.1/242.7 MB
 55%[===========================                       ] 134.1/242.7 MB
 55%[===========================                       ] 134.1/242.7 MB
 55%[===========================                       ] 134.1/242.7 MB
 55%[===========================                       ] 134.1/242.7 MB
 55%[===========================                       ] 134.1/242.7 MB
 55%[===========================                       ] 134.1/242.7 MB
 55%[===========================                       ] 134.1/242.7 MB
 55%[===========================                       ] 134.1/242.7 MB
 55%[===========================                       ] 134.1/242.7 MB
 55%[===========================                       ] 134.1/242.7 MB
 55%[===========================                       ] 134.1/242.7 MB
 55%[===========================                       ] 134.1/242.7 MB
 55%[===========================                       ] 134.2/242.7 MB
 55%[===========================                       ] 134.2/242.7 MB
 55%[===========================                       ] 134.2/242.7 MB
 55%[===========================                       ] 134.2/242.7 MB
 55%[===========================                       ] 134.2/242.7 MB
 55%[===========================                       ] 134.2/242.7 MB
 55%[===========================                       ] 134.2/242.7 MB
 55%[===========================                       ] 134.2/242.7 MB
 55%[===========================                       ] 134.2/242.7 MB
 55%[===========================                       ] 134.2/242.7 MB
 55%[===========================                       ] 134.2/242.7 MB
 55%[===========================                       ] 134.2/242.7 MB
 55%[===========================                       ] 134.2/242.7 MB
 55%[===========================                       ] 134.3/242.7 MB
 55%[===========================                       ] 134.3/242.7 MB
 55%[===========================                       ] 134.3/242.7 MB
 55%[===========================                       ] 134.3/242.7 MB
 55%[===========================                       ] 134.3/242.7 MB
 55%[===========================                       ] 134.3/242.7 MB
 55%[===========================                       ] 134.3/242.7 MB
 55%[===========================                       ] 134.3/242.7 MB
 55%[===========================                       ] 134.3/242.7 MB
 55%[===========================                       ] 134.3/242.7 MB
 55%[===========================                       ] 134.3/242.7 MB
 55%[===========================                       ] 134.3/242.7 MB
 55%[===========================                       ] 134.4/242.7 MB
 55%[===========================                       ] 134.4/242.7 MB
 55%[===========================                       ] 134.4/242.7 MB
 55%[===========================                       ] 134.4/242.7 MB
 55%[===========================                       ] 134.4/242.7 MB
 55%[===========================                       ] 134.4/242.7 MB
 55%[===========================                       ] 134.4/242.7 MB
 55%[===========================                       ] 134.4/242.7 MB
 55%[===========================                       ] 134.4/242.7 MB
 55%[===========================                       ] 134.4/242.7 MB
 55%[===========================                       ] 134.4/242.7 MB
 55%[===========================                       ] 134.4/242.7 MB
 55%[===========================                       ] 134.4/242.7 MB
 55%[===========================                       ] 134.5/242.7 MB
 55%[===========================                       ] 134.5/242.7 MB
 55%[===========================                       ] 134.5/242.7 MB
 55%[===========================                       ] 134.5/242.7 MB
 55%[===========================                       ] 134.5/242.7 MB
 55%[===========================                       ] 134.5/242.7 MB
 55%[===========================                       ] 134.5/242.7 MB
 55%[===========================                       ] 134.5/242.7 MB
 55%[===========================                       ] 134.5/242.7 MB
 55%[===========================                       ] 134.5/242.7 MB
 55%[===========================                       ] 134.5/242.7 MB
 55%[===========================                       ] 134.5/242.7 MB
 55%[===========================                       ] 134.5/242.7 MB
 55%[===========================                       ] 134.6/242.7 MB
 55%[===========================                       ] 134.6/242.7 MB
 55%[===========================                       ] 134.6/242.7 MB
 55%[===========================                       ] 134.6/242.7 MB
 55%[===========================                       ] 134.6/242.7 MB
 55%[===========================                       ] 134.6/242.7 MB
 55%[===========================                       ] 134.6/242.7 MB
 55%[===========================                       ] 134.6/242.7 MB
 55%[===========================                       ] 134.6/242.7 MB
 55%[===========================                       ] 134.6/242.7 MB
 55%[===========================                       ] 134.6/242.7 MB
 55%[===========================                       ] 134.6/242.7 MB
 55%[===========================                       ] 134.6/242.7 MB
 55%[===========================                       ] 134.7/242.7 MB
 55%[===========================                       ] 134.7/242.7 MB
 55%[===========================                       ] 134.7/242.7 MB
 55%[===========================                       ] 134.7/242.7 MB
 56%[===========================                       ] 134.7/242.7 MB
 56%[===========================                       ] 134.7/242.7 MB
 56%[===========================                       ] 134.7/242.7 MB
 56%[===========================                       ] 134.7/242.7 MB
 56%[===========================                       ] 134.7/242.7 MB
 56%[===========================                       ] 134.7/242.7 MB
 56%[===========================                       ] 134.7/242.7 MB
 56%[===========================                       ] 134.7/242.7 MB
 56%[===========================                       ] 134.8/242.7 MB
 56%[===========================                       ] 134.8/242.7 MB
 56%[===========================                       ] 134.8/242.7 MB
 56%[===========================                       ] 134.8/242.7 MB
 56%[===========================                       ] 134.8/242.7 MB
 56%[===========================                       ] 134.8/242.7 MB
 56%[===========================                       ] 134.8/242.7 MB
 56%[===========================                       ] 134.8/242.7 MB
 56%[===========================                       ] 134.8/242.7 MB
 56%[===========================                       ] 134.8/242.7 MB
 56%[===========================                       ] 134.8/242.7 MB
 56%[===========================                       ] 134.8/242.7 MB
 56%[===========================                       ] 134.8/242.7 MB
 56%[===========================                       ] 134.9/242.7 MB
 56%[===========================                       ] 134.9/242.7 MB
 56%[===========================                       ] 134.9/242.7 MB
 56%[===========================                       ] 134.9/242.7 MB
 56%[===========================                       ] 134.9/242.7 MB
 56%[===========================                       ] 134.9/242.7 MB
 56%[===========================                       ] 134.9/242.7 MB
 56%[===========================                       ] 134.9/242.7 MB
 56%[===========================                       ] 134.9/242.7 MB
 56%[===========================                       ] 134.9/242.7 MB
 56%[===========================                       ] 134.9/242.7 MB
 56%[===========================                       ] 134.9/242.7 MB
 56%[===========================                       ] 134.9/242.7 MB
 56%[===========================                       ] 135.0/242.7 MB
 56%[===========================                       ] 135.0/242.7 MB
 56%[===========================                       ] 135.0/242.7 MB
 56%[===========================                       ] 135.0/242.7 MB
 56%[===========================                       ] 135.0/242.7 MB
 56%[===========================                       ] 135.0/242.7 MB
 56%[===========================                       ] 135.0/242.7 MB
 56%[===========================                       ] 135.0/242.7 MB
 56%[===========================                       ] 135.0/242.7 MB
 56%[===========================                       ] 135.0/242.7 MB
 56%[===========================                       ] 135.0/242.7 MB
 56%[===========================                       ] 135.0/242.7 MB
 56%[===========================                       ] 135.0/242.7 MB
 56%[===========================                       ] 135.1/242.7 MB
 56%[===========================                       ] 135.1/242.7 MB
 56%[===========================                       ] 135.1/242.7 MB
 56%[===========================                       ] 135.1/242.7 MB
 56%[===========================                       ] 135.1/242.7 MB
 56%[===========================                       ] 135.1/242.7 MB
 56%[===========================                       ] 135.1/242.7 MB
 56%[===========================                       ] 135.1/242.7 MB
 56%[===========================                       ] 135.1/242.7 MB
 56%[===========================                       ] 135.1/242.7 MB
 56%[===========================                       ] 135.1/242.7 MB
 56%[===========================                       ] 135.1/242.7 MB
 56%[===========================                       ] 135.1/242.7 MB
 56%[===========================                       ] 135.2/242.7 MB
 56%[===========================                       ] 135.2/242.7 MB
 56%[===========================                       ] 135.2/242.7 MB
 56%[===========================                       ] 135.2/242.7 MB
 56%[===========================                       ] 135.2/242.7 MB
 56%[===========================                       ] 135.2/242.7 MB
 56%[===========================                       ] 135.2/242.7 MB
 56%[===========================                       ] 135.2/242.7 MB
 56%[===========================                       ] 135.2/242.7 MB
 56%[===========================                       ] 135.2/242.7 MB
 56%[===========================                       ] 135.2/242.7 MB
 56%[===========================                       ] 135.2/242.7 MB
 56%[===========================                       ] 135.2/242.7 MB
 56%[===========================                       ] 135.3/242.7 MB
 56%[===========================                       ] 135.3/242.7 MB
 56%[===========================                       ] 135.3/242.7 MB
 56%[===========================                       ] 135.3/242.7 MB
 56%[===========================                       ] 135.3/242.7 MB
 56%[===========================                       ] 135.3/242.7 MB
 56%[===========================                       ] 135.3/242.7 MB
 56%[===========================                       ] 135.3/242.7 MB
 56%[===========================                       ] 135.3/242.7 MB
 56%[===========================                       ] 135.3/242.7 MB
 56%[===========================                       ] 135.3/242.7 MB
 56%[===========================                       ] 135.3/242.7 MB
 56%[===========================                       ] 135.4/242.7 MB
 56%[===========================                       ] 135.4/242.7 MB
 56%[===========================                       ] 135.4/242.7 MB
 56%[===========================                       ] 135.4/242.7 MB
 56%[===========================                       ] 135.4/242.7 MB
 56%[===========================                       ] 135.4/242.7 MB
 56%[===========================                       ] 135.4/242.7 MB
 56%[===========================                       ] 135.4/242.7 MB
 56%[===========================                       ] 135.4/242.7 MB
 56%[===========================                       ] 135.4/242.7 MB
 56%[===========================                       ] 135.4/242.7 MB
 56%[===========================                       ] 135.4/242.7 MB
 56%[===========================                       ] 135.4/242.7 MB
 56%[===========================                       ] 135.5/242.7 MB
 56%[===========================                       ] 135.5/242.7 MB
 56%[===========================                       ] 135.5/242.7 MB
 56%[===========================                       ] 135.5/242.7 MB
 56%[===========================                       ] 135.5/242.7 MB
 56%[===========================                       ] 135.5/242.7 MB
 56%[===========================                       ] 135.5/242.7 MB
 56%[===========================                       ] 135.5/242.7 MB
 56%[===========================                       ] 135.5/242.7 MB
 56%[===========================                       ] 135.5/242.7 MB
 56%[===========================                       ] 135.5/242.7 MB
 56%[===========================                       ] 135.5/242.7 MB
 56%[===========================                       ] 135.5/242.7 MB
 56%[===========================                       ] 135.6/242.7 MB
 56%[===========================                       ] 135.6/242.7 MB
 56%[===========================                       ] 135.6/242.7 MB
 56%[===========================                       ] 135.6/242.7 MB
 56%[===========================                       ] 135.6/242.7 MB
 56%[===========================                       ] 135.6/242.7 MB
 56%[===========================                       ] 135.6/242.7 MB
 56%[===========================                       ] 135.6/242.7 MB
 56%[===========================                       ] 135.6/242.7 MB
 56%[===========================                       ] 135.6/242.7 MB
 56%[===========================                       ] 135.6/242.7 MB
 56%[===========================                       ] 135.6/242.7 MB
 56%[===========================                       ] 135.6/242.7 MB
 56%[===========================                       ] 135.7/242.7 MB
 56%[===========================                       ] 135.7/242.7 MB
 56%[===========================                       ] 135.7/242.7 MB
 56%[===========================                       ] 135.7/242.7 MB
 56%[===========================                       ] 135.7/242.7 MB
 56%[===========================                       ] 135.7/242.7 MB
 56%[===========================                       ] 135.7/242.7 MB
 56%[===========================                       ] 135.7/242.7 MB
 56%[===========================                       ] 135.7/242.7 MB
 56%[===========================                       ] 135.7/242.7 MB
 56%[===========================                       ] 135.7/242.7 MB
 56%[===========================                       ] 135.7/242.7 MB
 56%[===========================                       ] 135.8/242.7 MB
 56%[===========================                       ] 135.8/242.7 MB
 56%[===========================                       ] 135.8/242.7 MB
 56%[===========================                       ] 135.8/242.7 MB
 56%[===========================                       ] 135.8/242.7 MB
 56%[===========================                       ] 135.8/242.7 MB
 56%[===========================                       ] 135.8/242.7 MB
 56%[===========================                       ] 135.8/242.7 MB
 56%[===========================                       ] 135.8/242.7 MB
 56%[===========================                       ] 135.8/242.7 MB
 56%[===========================                       ] 135.8/242.7 MB
 56%[===========================                       ] 135.8/242.7 MB
 56%[===========================                       ] 135.8/242.7 MB
 56%[===========================                       ] 135.9/242.7 MB
 56%[===========================                       ] 135.9/242.7 MB
 56%[===========================                       ] 135.9/242.7 MB
 56%[===========================                       ] 135.9/242.7 MB
 56%[===========================                       ] 135.9/242.7 MB
 56%[===========================                       ] 135.9/242.7 MB
 56%[===========================                       ] 135.9/242.7 MB
 56%[============================                      ] 135.9/242.7 MB
 56%[============================                      ] 135.9/242.7 MB
 56%[============================                      ] 135.9/242.7 MB
 56%[============================                      ] 135.9/242.7 MB
 56%[============================                      ] 135.9/242.7 MB
 56%[============================                      ] 135.9/242.7 MB
 56%[============================                      ] 136.0/242.7 MB
 56%[============================                      ] 136.0/242.7 MB
 56%[============================                      ] 136.0/242.7 MB
 56%[============================                      ] 136.0/242.7 MB
 56%[============================                      ] 136.0/242.7 MB
 56%[============================                      ] 136.0/242.7 MB
 56%[============================                      ] 136.0/242.7 MB
 56%[============================                      ] 136.0/242.7 MB
 56%[============================                      ] 136.0/242.7 MB
 56%[============================                      ] 136.0/242.7 MB
 56%[============================                      ] 136.0/242.7 MB
 56%[============================                      ] 136.0/242.7 MB
 56%[============================                      ] 136.0/242.7 MB
 56%[============================                      ] 136.1/242.7 MB
 56%[============================                      ] 136.1/242.7 MB
 56%[============================                      ] 136.1/242.7 MB
 56%[============================                      ] 136.1/242.7 MB
 56%[============================                      ] 136.1/242.7 MB
 56%[============================                      ] 136.1/242.7 MB
 56%[============================                      ] 136.1/242.7 MB
 56%[============================                      ] 136.1/242.7 MB
 56%[============================                      ] 136.1/242.7 MB
 56%[============================                      ] 136.1/242.7 MB
 56%[============================                      ] 136.1/242.7 MB
 56%[============================                      ] 136.1/242.7 MB
 56%[============================                      ] 136.1/242.7 MB
 56%[============================                      ] 136.2/242.7 MB
 56%[============================                      ] 136.2/242.7 MB
 56%[============================                      ] 136.2/242.7 MB
 56%[============================                      ] 136.2/242.7 MB
 56%[============================                      ] 136.2/242.7 MB
 56%[============================                      ] 136.2/242.7 MB
 56%[============================                      ] 136.2/242.7 MB
 56%[============================                      ] 136.2/242.7 MB
 56%[============================                      ] 136.2/242.7 MB
 56%[============================                      ] 136.2/242.7 MB
 56%[============================                      ] 136.2/242.7 MB
 56%[============================                      ] 136.2/242.7 MB
 56%[============================                      ] 136.2/242.7 MB
 56%[============================                      ] 136.3/242.7 MB
 56%[============================                      ] 136.3/242.7 MB
 56%[============================                      ] 136.3/242.7 MB
 56%[============================                      ] 136.3/242.7 MB
 56%[============================                      ] 136.3/242.7 MB
 56%[============================                      ] 136.3/242.7 MB
 56%[============================                      ] 136.3/242.7 MB
 56%[============================                      ] 136.3/242.7 MB
 56%[============================                      ] 136.3/242.7 MB
 56%[============================                      ] 136.3/242.7 MB
 56%[============================                      ] 136.3/242.7 MB
 56%[============================                      ] 136.3/242.7 MB
 56%[============================                      ] 136.4/242.7 MB
 56%[============================                      ] 136.4/242.7 MB
 56%[============================                      ] 136.4/242.7 MB
 56%[============================                      ] 136.4/242.7 MB
 56%[============================                      ] 136.4/242.7 MB
 56%[============================                      ] 136.4/242.7 MB
 56%[============================                      ] 136.4/242.7 MB
 56%[============================                      ] 136.4/242.7 MB
 56%[============================                      ] 136.4/242.7 MB
 56%[============================                      ] 136.4/242.7 MB
 56%[============================                      ] 136.4/242.7 MB
 56%[============================                      ] 136.4/242.7 MB
 56%[============================                      ] 136.4/242.7 MB
 56%[============================                      ] 136.5/242.7 MB
 56%[============================                      ] 136.5/242.7 MB
 56%[============================                      ] 136.5/242.7 MB
 56%[============================                      ] 136.5/242.7 MB
 56%[============================                      ] 136.5/242.7 MB
 56%[============================                      ] 136.5/242.7 MB
 56%[============================                      ] 136.5/242.7 MB
 56%[============================                      ] 136.5/242.7 MB
 56%[============================                      ] 136.5/242.7 MB
 56%[============================                      ] 136.5/242.7 MB
 56%[============================                      ] 136.5/242.7 MB
 56%[============================                      ] 136.5/242.7 MB
 56%[============================                      ] 136.5/242.7 MB
 56%[============================                      ] 136.6/242.7 MB
 56%[============================                      ] 136.6/242.7 MB
 56%[============================                      ] 136.6/242.7 MB
 56%[============================                      ] 136.6/242.7 MB
 56%[============================                      ] 136.6/242.7 MB
 56%[============================                      ] 136.6/242.7 MB
 56%[============================                      ] 136.6/242.7 MB
 56%[============================                      ] 136.6/242.7 MB
 56%[============================                      ] 136.6/242.7 MB
 56%[============================                      ] 136.6/242.7 MB
 56%[============================                      ] 136.6/242.7 MB
 56%[============================                      ] 136.6/242.7 MB
 56%[============================                      ] 136.6/242.7 MB
 56%[============================                      ] 136.7/242.7 MB
 56%[============================                      ] 136.7/242.7 MB
 56%[============================                      ] 136.7/242.7 MB
 56%[============================                      ] 136.7/242.7 MB
 56%[============================                      ] 136.7/242.7 MB
 56%[============================                      ] 136.7/242.7 MB
 56%[============================                      ] 136.7/242.7 MB
 56%[============================                      ] 136.7/242.7 MB
 56%[============================                      ] 136.7/242.7 MB
 56%[============================                      ] 136.7/242.7 MB
 56%[============================                      ] 136.7/242.7 MB
 56%[============================                      ] 136.7/242.7 MB
 56%[============================                      ] 136.8/242.7 MB
 56%[============================                      ] 136.8/242.7 MB
 56%[============================                      ] 136.8/242.7 MB
 56%[============================                      ] 136.8/242.7 MB
 56%[============================                      ] 136.8/242.7 MB
 56%[============================                      ] 136.8/242.7 MB
 56%[============================                      ] 136.8/242.7 MB
 56%[============================                      ] 136.8/242.7 MB
 56%[============================                      ] 136.8/242.7 MB
 56%[============================                      ] 136.8/242.7 MB
 56%[============================                      ] 136.8/242.7 MB
 56%[============================                      ] 136.8/242.7 MB
 56%[============================                      ] 136.8/242.7 MB
 56%[============================                      ] 136.9/242.7 MB
 56%[============================                      ] 136.9/242.7 MB
 56%[============================                      ] 136.9/242.7 MB
 56%[============================                      ] 136.9/242.7 MB
 56%[============================                      ] 136.9/242.7 MB
 56%[============================                      ] 136.9/242.7 MB
 56%[============================                      ] 136.9/242.7 MB
 56%[============================                      ] 136.9/242.7 MB
 56%[============================                      ] 136.9/242.7 MB
 56%[============================                      ] 136.9/242.7 MB
 56%[============================                      ] 136.9/242.7 MB
 56%[============================                      ] 136.9/242.7 MB
 56%[============================                      ] 136.9/242.7 MB
 56%[============================                      ] 137.0/242.7 MB
 56%[============================                      ] 137.0/242.7 MB
 56%[============================                      ] 137.0/242.7 MB
 56%[============================                      ] 137.0/242.7 MB
 56%[============================                      ] 137.0/242.7 MB
 56%[============================                      ] 137.0/242.7 MB
 56%[============================                      ] 137.0/242.7 MB
 56%[============================                      ] 137.0/242.7 MB
 56%[============================                      ] 137.0/242.7 MB
 56%[============================                      ] 137.0/242.7 MB
 56%[============================                      ] 137.0/242.7 MB
 56%[============================                      ] 137.0/242.7 MB
 56%[============================                      ] 137.0/242.7 MB
 56%[============================                      ] 137.1/242.7 MB
 56%[============================                      ] 137.1/242.7 MB
 56%[============================                      ] 137.1/242.7 MB
 56%[============================                      ] 137.1/242.7 MB
 56%[============================                      ] 137.1/242.7 MB
 56%[============================                      ] 137.1/242.7 MB
 56%[============================                      ] 137.1/242.7 MB
 56%[============================                      ] 137.1/242.7 MB
 57%[============================                      ] 137.1/242.7 MB
 57%[============================                      ] 137.1/242.7 MB
 57%[============================                      ] 137.1/242.7 MB
 57%[============================                      ] 137.1/242.7 MB
 57%[============================                      ] 137.1/242.7 MB
 57%[============================                      ] 137.2/242.7 MB
 57%[============================                      ] 137.2/242.7 MB
 57%[============================                      ] 137.2/242.7 MB
 57%[============================                      ] 137.2/242.7 MB
 57%[============================                      ] 137.2/242.7 MB
 57%[============================                      ] 137.2/242.7 MB
 57%[============================                      ] 137.2/242.7 MB
 57%[============================                      ] 137.2/242.7 MB
 57%[============================                      ] 137.2/242.7 MB
 57%[============================                      ] 137.2/242.7 MB
 57%[============================                      ] 137.2/242.7 MB
 57%[============================                      ] 137.2/242.7 MB
 57%[============================                      ] 137.2/242.7 MB
 57%[============================                      ] 137.3/242.7 MB
 57%[============================                      ] 137.3/242.7 MB
 57%[============================                      ] 137.3/242.7 MB
 57%[============================                      ] 137.3/242.7 MB
 57%[============================                      ] 137.3/242.7 MB
 57%[============================                      ] 137.3/242.7 MB
 57%[============================                      ] 137.3/242.7 MB
 57%[============================                      ] 137.3/242.7 MB
 57%[============================                      ] 137.3/242.7 MB
 57%[============================                      ] 137.3/242.7 MB
 57%[============================                      ] 137.3/242.7 MB
 57%[============================                      ] 137.3/242.7 MB
 57%[============================                      ] 137.4/242.7 MB
 57%[============================                      ] 137.4/242.7 MB
 57%[============================                      ] 137.4/242.7 MB
 57%[============================                      ] 137.4/242.7 MB
 57%[============================                      ] 137.4/242.7 MB
 57%[============================                      ] 137.4/242.7 MB
 57%[============================                      ] 137.4/242.7 MB
 57%[============================                      ] 137.4/242.7 MB
 57%[============================                      ] 137.4/242.7 MB
 57%[============================                      ] 137.4/242.7 MB
 57%[============================                      ] 137.4/242.7 MB
 57%[============================                      ] 137.4/242.7 MB
 57%[============================                      ] 137.4/242.7 MB
 57%[============================                      ] 137.5/242.7 MB
 57%[============================                      ] 137.5/242.7 MB
 57%[============================                      ] 137.5/242.7 MB
 57%[============================                      ] 137.5/242.7 MB
 57%[============================                      ] 137.5/242.7 MB
 57%[============================                      ] 137.5/242.7 MB
 57%[============================                      ] 137.5/242.7 MB
 57%[============================                      ] 137.5/242.7 MB
 57%[============================                      ] 137.5/242.7 MB
 57%[============================                      ] 137.5/242.7 MB
 57%[============================                      ] 137.5/242.7 MB
 57%[============================                      ] 137.5/242.7 MB
 57%[============================                      ] 137.5/242.7 MB
 57%[============================                      ] 137.6/242.7 MB
 57%[============================                      ] 137.6/242.7 MB
 57%[============================                      ] 137.6/242.7 MB
 57%[============================                      ] 137.6/242.7 MB
 57%[============================                      ] 137.6/242.7 MB
 57%[============================                      ] 137.6/242.7 MB
 57%[============================                      ] 137.6/242.7 MB
 57%[============================                      ] 137.6/242.7 MB
 57%[============================                      ] 137.6/242.7 MB
 57%[============================                      ] 137.6/242.7 MB
 57%[============================                      ] 137.6/242.7 MB
 57%[============================                      ] 137.6/242.7 MB
 57%[============================                      ] 137.6/242.7 MB
 57%[============================                      ] 137.7/242.7 MB
 57%[============================                      ] 137.7/242.7 MB
 57%[============================                      ] 137.7/242.7 MB
 57%[============================                      ] 137.7/242.7 MB
 57%[============================                      ] 137.7/242.7 MB
 57%[============================                      ] 137.7/242.7 MB
 57%[============================                      ] 137.7/242.7 MB
 57%[============================                      ] 137.7/242.7 MB
 57%[============================                      ] 137.7/242.7 MB
 57%[============================                      ] 137.7/242.7 MB
 57%[============================                      ] 137.7/242.7 MB
 57%[============================                      ] 137.7/242.7 MB
 57%[============================                      ] 137.8/242.7 MB
 57%[============================                      ] 137.8/242.7 MB
 57%[============================                      ] 137.8/242.7 MB
 57%[============================                      ] 137.8/242.7 MB
 57%[============================                      ] 137.8/242.7 MB
 57%[============================                      ] 137.8/242.7 MB
 57%[============================                      ] 137.8/242.7 MB
 57%[============================                      ] 137.8/242.7 MB
 57%[============================                      ] 137.8/242.7 MB
 57%[============================                      ] 137.8/242.7 MB
 57%[============================                      ] 137.8/242.7 MB
 57%[============================                      ] 137.8/242.7 MB
 57%[============================                      ] 137.8/242.7 MB
 57%[============================                      ] 137.9/242.7 MB
 57%[============================                      ] 137.9/242.7 MB
 57%[============================                      ] 137.9/242.7 MB
 57%[============================                      ] 137.9/242.7 MB
 57%[============================                      ] 137.9/242.7 MB
 57%[============================                      ] 137.9/242.7 MB
 57%[============================                      ] 137.9/242.7 MB
 57%[============================                      ] 137.9/242.7 MB
 57%[============================                      ] 137.9/242.7 MB
 57%[============================                      ] 137.9/242.7 MB
 57%[============================                      ] 137.9/242.7 MB
 57%[============================                      ] 137.9/242.7 MB
 57%[============================                      ] 137.9/242.7 MB
 57%[============================                      ] 138.0/242.7 MB
 57%[============================                      ] 138.0/242.7 MB
 57%[============================                      ] 138.0/242.7 MB
 57%[============================                      ] 138.0/242.7 MB
 57%[============================                      ] 138.0/242.7 MB
 57%[============================                      ] 138.0/242.7 MB
 57%[============================                      ] 138.0/242.7 MB
 57%[============================                      ] 138.0/242.7 MB
 57%[============================                      ] 138.0/242.7 MB
 57%[============================                      ] 138.0/242.7 MB
 57%[============================                      ] 138.0/242.7 MB
 57%[============================                      ] 138.0/242.7 MB
 57%[============================                      ] 138.0/242.7 MB
 57%[============================                      ] 138.1/242.7 MB
 57%[============================                      ] 138.1/242.7 MB
 57%[============================                      ] 138.1/242.7 MB
 57%[============================                      ] 138.1/242.7 MB
 57%[============================                      ] 138.1/242.7 MB
 57%[============================                      ] 138.1/242.7 MB
 57%[============================                      ] 138.1/242.7 MB
 57%[============================                      ] 138.1/242.7 MB
 57%[============================                      ] 138.1/242.7 MB
 57%[============================                      ] 138.1/242.7 MB
 57%[============================                      ] 138.1/242.7 MB
 57%[============================                      ] 138.1/242.7 MB
 57%[============================                      ] 138.1/242.7 MB
 57%[============================                      ] 138.2/242.7 MB
 57%[============================                      ] 138.2/242.7 MB
 57%[============================                      ] 138.2/242.7 MB
 57%[============================                      ] 138.2/242.7 MB
 57%[============================                      ] 138.2/242.7 MB
 57%[============================                      ] 138.2/242.7 MB
 57%[============================                      ] 138.2/242.7 MB
 57%[============================                      ] 138.2/242.7 MB
 57%[============================                      ] 138.2/242.7 MB
 57%[============================                      ] 138.2/242.7 MB
 57%[============================                      ] 138.2/242.7 MB
 57%[============================                      ] 138.2/242.7 MB
 57%[============================                      ] 138.2/242.7 MB
 57%[============================                      ] 138.3/242.7 MB
 57%[============================                      ] 138.3/242.7 MB
 57%[============================                      ] 138.3/242.7 MB
 57%[============================                      ] 138.3/242.7 MB
 57%[============================                      ] 138.3/242.7 MB
 57%[============================                      ] 138.3/242.7 MB
 57%[============================                      ] 138.3/242.7 MB
 57%[============================                      ] 138.3/242.7 MB
 57%[============================                      ] 138.3/242.7 MB
 57%[============================                      ] 138.3/242.7 MB
 57%[============================                      ] 138.3/242.7 MB
 57%[============================                      ] 138.3/242.7 MB
 57%[============================                      ] 138.4/242.7 MB
 57%[============================                      ] 138.4/242.7 MB
 57%[============================                      ] 138.4/242.7 MB
 57%[============================                      ] 138.4/242.7 MB
 57%[============================                      ] 138.4/242.7 MB
 57%[============================                      ] 138.4/242.7 MB
 57%[============================                      ] 138.4/242.7 MB
 57%[============================                      ] 138.4/242.7 MB
 57%[============================                      ] 138.4/242.7 MB
 57%[============================                      ] 138.4/242.7 MB
 57%[============================                      ] 138.4/242.7 MB
 57%[============================                      ] 138.4/242.7 MB
 57%[============================                      ] 138.4/242.7 MB
 57%[============================                      ] 138.5/242.7 MB
 57%[============================                      ] 138.5/242.7 MB
 57%[============================                      ] 138.5/242.7 MB
 57%[============================                      ] 138.5/242.7 MB
 57%[============================                      ] 138.5/242.7 MB
 57%[============================                      ] 138.5/242.7 MB
 57%[============================                      ] 138.5/242.7 MB
 57%[============================                      ] 138.5/242.7 MB
 57%[============================                      ] 138.5/242.7 MB
 57%[============================                      ] 138.5/242.7 MB
 57%[============================                      ] 138.5/242.7 MB
 57%[============================                      ] 138.5/242.7 MB
 57%[============================                      ] 138.5/242.7 MB
 57%[============================                      ] 138.6/242.7 MB
 57%[============================                      ] 138.6/242.7 MB
 57%[============================                      ] 138.6/242.7 MB
 57%[============================                      ] 138.6/242.7 MB
 57%[============================                      ] 138.6/242.7 MB
 57%[============================                      ] 138.6/242.7 MB
 57%[============================                      ] 138.6/242.7 MB
 57%[============================                      ] 138.6/242.7 MB
 57%[============================                      ] 138.6/242.7 MB
 57%[============================                      ] 138.6/242.7 MB
 57%[============================                      ] 138.6/242.7 MB
 57%[============================                      ] 138.6/242.7 MB
 57%[============================                      ] 138.6/242.7 MB
 57%[============================                      ] 138.7/242.7 MB
 57%[============================                      ] 138.7/242.7 MB
 57%[============================                      ] 138.7/242.7 MB
 57%[============================                      ] 138.7/242.7 MB
 57%[============================                      ] 138.7/242.7 MB
 57%[============================                      ] 138.7/242.7 MB
 57%[============================                      ] 138.7/242.7 MB
 57%[============================                      ] 138.7/242.7 MB
 57%[============================                      ] 138.7/242.7 MB
 57%[============================                      ] 138.7/242.7 MB
 57%[============================                      ] 138.7/242.7 MB
 57%[============================                      ] 138.7/242.7 MB
 57%[============================                      ] 138.8/242.7 MB
 57%[============================                      ] 138.8/242.7 MB
 57%[============================                      ] 138.8/242.7 MB
 57%[============================                      ] 138.8/242.7 MB
 57%[============================                      ] 138.8/242.7 MB
 57%[============================                      ] 138.8/242.7 MB
 57%[============================                      ] 138.8/242.7 MB
 57%[============================                      ] 138.8/242.7 MB
 57%[============================                      ] 138.8/242.7 MB
 57%[============================                      ] 138.8/242.7 MB
 57%[============================                      ] 138.8/242.7 MB
 57%[============================                      ] 138.8/242.7 MB
 57%[============================                      ] 138.8/242.7 MB
 57%[============================                      ] 138.9/242.7 MB
 57%[============================                      ] 138.9/242.7 MB
 57%[============================                      ] 138.9/242.7 MB
 57%[============================                      ] 138.9/242.7 MB
 57%[============================                      ] 138.9/242.7 MB
 57%[============================                      ] 138.9/242.7 MB
 57%[============================                      ] 138.9/242.7 MB
 57%[============================                      ] 138.9/242.7 MB
 57%[============================                      ] 138.9/242.7 MB
 57%[============================                      ] 138.9/242.7 MB
 57%[============================                      ] 138.9/242.7 MB
 57%[============================                      ] 138.9/242.7 MB
 57%[============================                      ] 138.9/242.7 MB
 57%[============================                      ] 139.0/242.7 MB
 57%[============================                      ] 139.0/242.7 MB
 57%[============================                      ] 139.0/242.7 MB
 57%[============================                      ] 139.0/242.7 MB
 57%[============================                      ] 139.0/242.7 MB
 57%[============================                      ] 139.0/242.7 MB
 57%[============================                      ] 139.0/242.7 MB
 57%[============================                      ] 139.0/242.7 MB
 57%[============================                      ] 139.0/242.7 MB
 57%[============================                      ] 139.0/242.7 MB
 57%[============================                      ] 139.0/242.7 MB
 57%[============================                      ] 139.0/242.7 MB
 57%[============================                      ] 139.0/242.7 MB
 57%[============================                      ] 139.1/242.7 MB
 57%[============================                      ] 139.1/242.7 MB
 57%[============================                      ] 139.1/242.7 MB
 57%[============================                      ] 139.1/242.7 MB
 57%[============================                      ] 139.1/242.7 MB
 57%[============================                      ] 139.1/242.7 MB
 57%[============================                      ] 139.1/242.7 MB
 57%[============================                      ] 139.1/242.7 MB
 57%[============================                      ] 139.1/242.7 MB
 57%[============================                      ] 139.1/242.7 MB
 57%[============================                      ] 139.1/242.7 MB
 57%[============================                      ] 139.1/242.7 MB
 57%[============================                      ] 139.1/242.7 MB
 57%[============================                      ] 139.2/242.7 MB
 57%[============================                      ] 139.2/242.7 MB
 57%[============================                      ] 139.2/242.7 MB
 57%[============================                      ] 139.2/242.7 MB
 57%[============================                      ] 139.2/242.7 MB
 57%[============================                      ] 139.2/242.7 MB
 57%[============================                      ] 139.2/242.7 MB
 57%[============================                      ] 139.2/242.7 MB
 57%[============================                      ] 139.2/242.7 MB
 57%[============================                      ] 139.2/242.7 MB
 57%[============================                      ] 139.2/242.7 MB
 57%[============================                      ] 139.2/242.7 MB
 57%[============================                      ] 139.2/242.7 MB
 57%[============================                      ] 139.3/242.7 MB
 57%[============================                      ] 139.3/242.7 MB
 57%[============================                      ] 139.3/242.7 MB
 57%[============================                      ] 139.3/242.7 MB
 57%[============================                      ] 139.3/242.7 MB
 57%[============================                      ] 139.3/242.7 MB
 57%[============================                      ] 139.3/242.7 MB
 57%[============================                      ] 139.3/242.7 MB
 57%[============================                      ] 139.3/242.7 MB
 57%[============================                      ] 139.3/242.7 MB
 57%[============================                      ] 139.3/242.7 MB
 57%[============================                      ] 139.3/242.7 MB
 57%[============================                      ] 139.4/242.7 MB
 57%[============================                      ] 139.4/242.7 MB
 57%[============================                      ] 139.4/242.7 MB
 57%[============================                      ] 139.4/242.7 MB
 57%[============================                      ] 139.4/242.7 MB
 57%[============================                      ] 139.4/242.7 MB
 57%[============================                      ] 139.4/242.7 MB
 57%[============================                      ] 139.4/242.7 MB
 57%[============================                      ] 139.4/242.7 MB
 57%[============================                      ] 139.4/242.7 MB
 57%[============================                      ] 139.4/242.7 MB
 57%[============================                      ] 139.4/242.7 MB
 57%[============================                      ] 139.4/242.7 MB
 57%[============================                      ] 139.5/242.7 MB
 57%[============================                      ] 139.5/242.7 MB
 57%[============================                      ] 139.5/242.7 MB
 57%[============================                      ] 139.5/242.7 MB
 57%[============================                      ] 139.5/242.7 MB
 57%[============================                      ] 139.5/242.7 MB
 57%[============================                      ] 139.5/242.7 MB
 57%[============================                      ] 139.5/242.7 MB
 57%[============================                      ] 139.5/242.7 MB
 57%[============================                      ] 139.5/242.7 MB
 57%[============================                      ] 139.5/242.7 MB
 57%[============================                      ] 139.5/242.7 MB
 58%[============================                      ] 139.5/242.7 MB
 58%[============================                      ] 139.6/242.7 MB
 58%[============================                      ] 139.6/242.7 MB
 58%[============================                      ] 139.6/242.7 MB
 58%[============================                      ] 139.6/242.7 MB
 58%[============================                      ] 139.6/242.7 MB
 58%[============================                      ] 139.6/242.7 MB
 58%[============================                      ] 139.6/242.7 MB
 58%[============================                      ] 139.6/242.7 MB
 58%[============================                      ] 139.6/242.7 MB
 58%[============================                      ] 139.6/242.7 MB
 58%[============================                      ] 139.6/242.7 MB
 58%[============================                      ] 139.6/242.7 MB
 58%[============================                      ] 139.6/242.7 MB
 58%[============================                      ] 139.7/242.7 MB
 58%[============================                      ] 139.7/242.7 MB
 58%[============================                      ] 139.7/242.7 MB
 58%[============================                      ] 139.7/242.7 MB
 58%[============================                      ] 139.7/242.7 MB
 58%[============================                      ] 139.7/242.7 MB
 58%[============================                      ] 139.7/242.7 MB
 58%[============================                      ] 139.7/242.7 MB
 58%[============================                      ] 139.7/242.7 MB
 58%[============================                      ] 139.7/242.7 MB
 58%[============================                      ] 139.7/242.7 MB
 58%[============================                      ] 139.7/242.7 MB
 58%[============================                      ] 139.8/242.7 MB
 58%[============================                      ] 139.8/242.7 MB
 58%[============================                      ] 139.8/242.7 MB
 58%[============================                      ] 139.8/242.7 MB
 58%[============================                      ] 139.8/242.7 MB
 58%[============================                      ] 139.8/242.7 MB
 58%[============================                      ] 139.8/242.7 MB
 58%[============================                      ] 139.8/242.7 MB
 58%[============================                      ] 139.8/242.7 MB
 58%[============================                      ] 139.8/242.7 MB
 58%[============================                      ] 139.8/242.7 MB
 58%[============================                      ] 139.8/242.7 MB
 58%[============================                      ] 139.8/242.7 MB
 58%[============================                      ] 139.9/242.7 MB
 58%[============================                      ] 139.9/242.7 MB
 58%[============================                      ] 139.9/242.7 MB
 58%[============================                      ] 139.9/242.7 MB
 58%[============================                      ] 139.9/242.7 MB
 58%[============================                      ] 139.9/242.7 MB
 58%[============================                      ] 139.9/242.7 MB
 58%[============================                      ] 139.9/242.7 MB
 58%[============================                      ] 139.9/242.7 MB
 58%[============================                      ] 139.9/242.7 MB
 58%[============================                      ] 139.9/242.7 MB
 58%[============================                      ] 139.9/242.7 MB
 58%[============================                      ] 139.9/242.7 MB
 58%[============================                      ] 140.0/242.7 MB
 58%[============================                      ] 140.0/242.7 MB
 58%[============================                      ] 140.0/242.7 MB
 58%[============================                      ] 140.0/242.7 MB
 58%[============================                      ] 140.0/242.7 MB
 58%[============================                      ] 140.0/242.7 MB
 58%[============================                      ] 140.0/242.7 MB
 58%[============================                      ] 140.0/242.7 MB
 58%[============================                      ] 140.0/242.7 MB
 58%[============================                      ] 140.0/242.7 MB
 58%[============================                      ] 140.0/242.7 MB
 58%[============================                      ] 140.0/242.7 MB
 58%[============================                      ] 140.0/242.7 MB
 58%[============================                      ] 140.1/242.7 MB
 58%[============================                      ] 140.1/242.7 MB
 58%[============================                      ] 140.1/242.7 MB
 58%[============================                      ] 140.1/242.7 MB
 58%[============================                      ] 140.1/242.7 MB
 58%[============================                      ] 140.1/242.7 MB
 58%[============================                      ] 140.1/242.7 MB
 58%[============================                      ] 140.1/242.7 MB
 58%[============================                      ] 140.1/242.7 MB
 58%[============================                      ] 140.1/242.7 MB
 58%[============================                      ] 140.1/242.7 MB
 58%[============================                      ] 140.1/242.7 MB
 58%[============================                      ] 140.1/242.7 MB
 58%[============================                      ] 140.2/242.7 MB
 58%[============================                      ] 140.2/242.7 MB
 58%[============================                      ] 140.2/242.7 MB
 58%[============================                      ] 140.2/242.7 MB
 58%[============================                      ] 140.2/242.7 MB
 58%[============================                      ] 140.2/242.7 MB
 58%[============================                      ] 140.2/242.7 MB
 58%[============================                      ] 140.2/242.7 MB
 58%[============================                      ] 140.2/242.7 MB
 58%[============================                      ] 140.2/242.7 MB
 58%[============================                      ] 140.2/242.7 MB
 58%[============================                      ] 140.2/242.7 MB
 58%[============================                      ] 140.2/242.7 MB
 58%[============================                      ] 140.3/242.7 MB
 58%[============================                      ] 140.3/242.7 MB
 58%[============================                      ] 140.3/242.7 MB
 58%[============================                      ] 140.3/242.7 MB
 58%[============================                      ] 140.3/242.7 MB
 58%[============================                      ] 140.3/242.7 MB
 58%[============================                      ] 140.3/242.7 MB
 58%[============================                      ] 140.3/242.7 MB
 58%[============================                      ] 140.3/242.7 MB
 58%[============================                      ] 140.3/242.7 MB
 58%[============================                      ] 140.3/242.7 MB
 58%[============================                      ] 140.3/242.7 MB
 58%[============================                      ] 140.4/242.7 MB
 58%[============================                      ] 140.4/242.7 MB
 58%[============================                      ] 140.4/242.7 MB
 58%[============================                      ] 140.4/242.7 MB
 58%[============================                      ] 140.4/242.7 MB
 58%[============================                      ] 140.4/242.7 MB
 58%[============================                      ] 140.4/242.7 MB
 58%[============================                      ] 140.4/242.7 MB
 58%[============================                      ] 140.4/242.7 MB
 58%[============================                      ] 140.4/242.7 MB
 58%[============================                      ] 140.4/242.7 MB
 58%[============================                      ] 140.4/242.7 MB
 58%[============================                      ] 140.4/242.7 MB
 58%[============================                      ] 140.5/242.7 MB
 58%[============================                      ] 140.5/242.7 MB
 58%[============================                      ] 140.5/242.7 MB
 58%[============================                      ] 140.5/242.7 MB
 58%[============================                      ] 140.5/242.7 MB
 58%[============================                      ] 140.5/242.7 MB
 58%[============================                      ] 140.5/242.7 MB
 58%[============================                      ] 140.5/242.7 MB
 58%[============================                      ] 140.5/242.7 MB
 58%[============================                      ] 140.5/242.7 MB
 58%[============================                      ] 140.5/242.7 MB
 58%[============================                      ] 140.5/242.7 MB
 58%[============================                      ] 140.5/242.7 MB
 58%[============================                      ] 140.6/242.7 MB
 58%[============================                      ] 140.6/242.7 MB
 58%[============================                      ] 140.6/242.7 MB
 58%[============================                      ] 140.6/242.7 MB
 58%[============================                      ] 140.6/242.7 MB
 58%[============================                      ] 140.6/242.7 MB
 58%[============================                      ] 140.6/242.7 MB
 58%[============================                      ] 140.6/242.7 MB
 58%[============================                      ] 140.6/242.7 MB
 58%[============================                      ] 140.6/242.7 MB
 58%[============================                      ] 140.6/242.7 MB
 58%[============================                      ] 140.6/242.7 MB
 58%[============================                      ] 140.6/242.7 MB
 58%[============================                      ] 140.7/242.7 MB
 58%[============================                      ] 140.7/242.7 MB
 58%[============================                      ] 140.7/242.7 MB
 58%[============================                      ] 140.7/242.7 MB
 58%[============================                      ] 140.7/242.7 MB
 58%[============================                      ] 140.7/242.7 MB
 58%[============================                      ] 140.7/242.7 MB
 58%[============================                      ] 140.7/242.7 MB
 58%[============================                      ] 140.7/242.7 MB
 58%[============================                      ] 140.7/242.7 MB
 58%[============================                      ] 140.7/242.7 MB
 58%[============================                      ] 140.7/242.7 MB
 58%[============================                      ] 140.8/242.7 MB
 58%[=============================                     ] 140.8/242.7 MB
 58%[=============================                     ] 140.8/242.7 MB
 58%[=============================                     ] 140.8/242.7 MB
 58%[=============================                     ] 140.8/242.7 MB
 58%[=============================                     ] 140.8/242.7 MB
 58%[=============================                     ] 140.8/242.7 MB
 58%[=============================                     ] 140.8/242.7 MB
 58%[=============================                     ] 140.8/242.7 MB
 58%[=============================                     ] 140.8/242.7 MB
 58%[=============================                     ] 140.8/242.7 MB
 58%[=============================                     ] 140.8/242.7 MB
 58%[=============================                     ] 140.8/242.7 MB
 58%[=============================                     ] 140.9/242.7 MB
 58%[=============================                     ] 140.9/242.7 MB
 58%[=============================                     ] 140.9/242.7 MB
 58%[=============================                     ] 140.9/242.7 MB
 58%[=============================                     ] 140.9/242.7 MB
 58%[=============================                     ] 140.9/242.7 MB
 58%[=============================                     ] 140.9/242.7 MB
 58%[=============================                     ] 140.9/242.7 MB
 58%[=============================                     ] 140.9/242.7 MB
 58%[=============================                     ] 140.9/242.7 MB
 58%[=============================                     ] 140.9/242.7 MB
 58%[=============================                     ] 140.9/242.7 MB
 58%[=============================                     ] 140.9/242.7 MB
 58%[=============================                     ] 141.0/242.7 MB
 58%[=============================                     ] 141.0/242.7 MB
 58%[=============================                     ] 141.0/242.7 MB
 58%[=============================                     ] 141.0/242.7 MB
 58%[=============================                     ] 141.0/242.7 MB
 58%[=============================                     ] 141.0/242.7 MB
 58%[=============================                     ] 141.0/242.7 MB
 58%[=============================                     ] 141.0/242.7 MB
 58%[=============================                     ] 141.0/242.7 MB
 58%[=============================                     ] 141.0/242.7 MB
 58%[=============================                     ] 141.0/242.7 MB
 58%[=============================                     ] 141.0/242.7 MB
 58%[=============================                     ] 141.0/242.7 MB
 58%[=============================                     ] 141.1/242.7 MB
 58%[=============================                     ] 141.1/242.7 MB
 58%[=============================                     ] 141.1/242.7 MB
 58%[=============================                     ] 141.1/242.7 MB
 58%[=============================                     ] 141.1/242.7 MB
 58%[=============================                     ] 141.1/242.7 MB
 58%[=============================                     ] 141.1/242.7 MB
 58%[=============================                     ] 141.1/242.7 MB
 58%[=============================                     ] 141.1/242.7 MB
 58%[=============================                     ] 141.1/242.7 MB
 58%[=============================                     ] 141.1/242.7 MB
 58%[=============================                     ] 141.1/242.7 MB
 58%[=============================                     ] 141.1/242.7 MB
 58%[=============================                     ] 141.2/242.7 MB
 58%[=============================                     ] 141.2/242.7 MB
 58%[=============================                     ] 141.2/242.7 MB
 58%[=============================                     ] 141.2/242.7 MB
 58%[=============================                     ] 141.2/242.7 MB
 58%[=============================                     ] 141.2/242.7 MB
 58%[=============================                     ] 141.2/242.7 MB
 58%[=============================                     ] 141.2/242.7 MB
 58%[=============================                     ] 141.2/242.7 MB
 58%[=============================                     ] 141.2/242.7 MB
 58%[=============================                     ] 141.2/242.7 MB
 58%[=============================                     ] 141.2/242.7 MB
 58%[=============================                     ] 141.2/242.7 MB
 58%[=============================                     ] 141.3/242.7 MB
 58%[=============================                     ] 141.3/242.7 MB
 58%[=============================                     ] 141.3/242.7 MB
 58%[=============================                     ] 141.3/242.7 MB
 58%[=============================                     ] 141.3/242.7 MB
 58%[=============================                     ] 141.3/242.7 MB
 58%[=============================                     ] 141.3/242.7 MB
 58%[=============================                     ] 141.3/242.7 MB
 58%[=============================                     ] 141.3/242.7 MB
 58%[=============================                     ] 141.3/242.7 MB
 58%[=============================                     ] 141.3/242.7 MB
 58%[=============================                     ] 141.3/242.7 MB
 58%[=============================                     ] 141.4/242.7 MB
 58%[=============================                     ] 141.4/242.7 MB
 58%[=============================                     ] 141.4/242.7 MB
 58%[=============================                     ] 141.4/242.7 MB
 58%[=============================                     ] 141.4/242.7 MB
 58%[=============================                     ] 141.4/242.7 MB
 58%[=============================                     ] 141.4/242.7 MB
 58%[=============================                     ] 141.4/242.7 MB
 58%[=============================                     ] 141.4/242.7 MB
 58%[=============================                     ] 141.4/242.7 MB
 58%[=============================                     ] 141.4/242.7 MB
 58%[=============================                     ] 141.4/242.7 MB
 58%[=============================                     ] 141.4/242.7 MB
 58%[=============================                     ] 141.5/242.7 MB
 58%[=============================                     ] 141.5/242.7 MB
 58%[=============================                     ] 141.5/242.7 MB
 58%[=============================                     ] 141.5/242.7 MB
 58%[=============================                     ] 141.5/242.7 MB
 58%[=============================                     ] 141.5/242.7 MB
 58%[=============================                     ] 141.5/242.7 MB
 58%[=============================                     ] 141.5/242.7 MB
 58%[=============================                     ] 141.5/242.7 MB
 58%[=============================                     ] 141.5/242.7 MB
 58%[=============================                     ] 141.5/242.7 MB
 58%[=============================                     ] 141.5/242.7 MB
 58%[=============================                     ] 141.5/242.7 MB
 58%[=============================                     ] 141.6/242.7 MB
 58%[=============================                     ] 141.6/242.7 MB
 58%[=============================                     ] 141.6/242.7 MB
 58%[=============================                     ] 141.6/242.7 MB
 58%[=============================                     ] 141.6/242.7 MB
 58%[=============================                     ] 141.6/242.7 MB
 58%[=============================                     ] 141.6/242.7 MB
 58%[=============================                     ] 141.6/242.7 MB
 58%[=============================                     ] 141.6/242.7 MB
 58%[=============================                     ] 141.6/242.7 MB
 58%[=============================                     ] 141.6/242.7 MB
 58%[=============================                     ] 141.6/242.7 MB
 58%[=============================                     ] 141.6/242.7 MB
 58%[=============================                     ] 141.7/242.7 MB
 58%[=============================                     ] 141.7/242.7 MB
 58%[=============================                     ] 141.7/242.7 MB
 58%[=============================                     ] 141.7/242.7 MB
 58%[=============================                     ] 141.7/242.7 MB
 58%[=============================                     ] 141.7/242.7 MB
 58%[=============================                     ] 141.7/242.7 MB
 58%[=============================                     ] 141.7/242.7 MB
 58%[=============================                     ] 141.7/242.7 MB
 58%[=============================                     ] 141.7/242.7 MB
 58%[=============================                     ] 141.7/242.7 MB
 58%[=============================                     ] 141.7/242.7 MB
 58%[=============================                     ] 141.8/242.7 MB
 58%[=============================                     ] 141.8/242.7 MB
 58%[=============================                     ] 141.8/242.7 MB
 58%[=============================                     ] 141.8/242.7 MB
 58%[=============================                     ] 141.8/242.7 MB
 58%[=============================                     ] 141.8/242.7 MB
 58%[=============================                     ] 141.8/242.7 MB
 58%[=============================                     ] 141.8/242.7 MB
 58%[=============================                     ] 141.8/242.7 MB
 58%[=============================                     ] 141.8/242.7 MB
 58%[=============================                     ] 141.8/242.7 MB
 58%[=============================                     ] 141.8/242.7 MB
 58%[=============================                     ] 141.8/242.7 MB
 58%[=============================                     ] 141.9/242.7 MB
 58%[=============================                     ] 141.9/242.7 MB
 58%[=============================                     ] 141.9/242.7 MB
 58%[=============================                     ] 141.9/242.7 MB
 58%[=============================                     ] 141.9/242.7 MB
 58%[=============================                     ] 141.9/242.7 MB
 58%[=============================                     ] 141.9/242.7 MB
 58%[=============================                     ] 141.9/242.7 MB
 58%[=============================                     ] 141.9/242.7 MB
 58%[=============================                     ] 141.9/242.7 MB
 58%[=============================                     ] 141.9/242.7 MB
 58%[=============================                     ] 141.9/242.7 MB
 58%[=============================                     ] 141.9/242.7 MB
 58%[=============================                     ] 142.0/242.7 MB
 58%[=============================                     ] 142.0/242.7 MB
 59%[=============================                     ] 142.0/242.7 MB
 59%[=============================                     ] 142.0/242.7 MB
 59%[=============================                     ] 142.0/242.7 MB
 59%[=============================                     ] 142.0/242.7 MB
 59%[=============================                     ] 142.0/242.7 MB
 59%[=============================                     ] 142.0/242.7 MB
 59%[=============================                     ] 142.0/242.7 MB
 59%[=============================                     ] 142.0/242.7 MB
 59%[=============================                     ] 142.0/242.7 MB
 59%[=============================                     ] 142.0/242.7 MB
 59%[=============================                     ] 142.0/242.7 MB
 59%[=============================                     ] 142.1/242.7 MB
 59%[=============================                     ] 142.1/242.7 MB
 59%[=============================                     ] 142.1/242.7 MB
 59%[=============================                     ] 142.1/242.7 MB
 59%[=============================                     ] 142.1/242.7 MB
 59%[=============================                     ] 142.1/242.7 MB
 59%[=============================                     ] 142.1/242.7 MB
 59%[=============================                     ] 142.1/242.7 MB
 59%[=============================                     ] 142.1/242.7 MB
 59%[=============================                     ] 142.1/242.7 MB
 59%[=============================                     ] 142.1/242.7 MB
 59%[=============================                     ] 142.1/242.7 MB
 59%[=============================                     ] 142.1/242.7 MB
 59%[=============================                     ] 142.2/242.7 MB
 59%[=============================                     ] 142.2/242.7 MB
 59%[=============================                     ] 142.2/242.7 MB
 59%[=============================                     ] 142.2/242.7 MB
 59%[=============================                     ] 142.2/242.7 MB
 59%[=============================                     ] 142.2/242.7 MB
 59%[=============================                     ] 142.2/242.7 MB
 59%[=============================                     ] 142.2/242.7 MB
 59%[=============================                     ] 142.2/242.7 MB
 59%[=============================                     ] 142.2/242.7 MB
 59%[=============================                     ] 142.2/242.7 MB
 59%[=============================                     ] 142.2/242.7 MB
 59%[=============================                     ] 142.2/242.7 MB
 59%[=============================                     ] 142.3/242.7 MB
 59%[=============================                     ] 142.3/242.7 MB
 59%[=============================                     ] 142.3/242.7 MB
 59%[=============================                     ] 142.3/242.7 MB
 59%[=============================                     ] 142.3/242.7 MB
 59%[=============================                     ] 142.3/242.7 MB
 59%[=============================                     ] 142.3/242.7 MB
 59%[=============================                     ] 142.3/242.7 MB
 59%[=============================                     ] 142.3/242.7 MB
 59%[=============================                     ] 142.3/242.7 MB
 59%[=============================                     ] 142.3/242.7 MB
 59%[=============================                     ] 142.3/242.7 MB
 59%[=============================                     ] 142.4/242.7 MB
 59%[=============================                     ] 142.4/242.7 MB
 59%[=============================                     ] 142.4/242.7 MB
 59%[=============================                     ] 142.4/242.7 MB
 59%[=============================                     ] 142.4/242.7 MB
 59%[=============================                     ] 142.4/242.7 MB
 59%[=============================                     ] 142.4/242.7 MB
 59%[=============================                     ] 142.4/242.7 MB
 59%[=============================                     ] 142.4/242.7 MB
 59%[=============================                     ] 142.4/242.7 MB
 59%[=============================                     ] 142.4/242.7 MB
 59%[=============================                     ] 142.4/242.7 MB
 59%[=============================                     ] 142.4/242.7 MB
 59%[=============================                     ] 142.5/242.7 MB
 59%[=============================                     ] 142.5/242.7 MB
 59%[=============================                     ] 142.5/242.7 MB
 59%[=============================                     ] 142.5/242.7 MB
 59%[=============================                     ] 142.5/242.7 MB
 59%[=============================                     ] 142.5/242.7 MB
 59%[=============================                     ] 142.5/242.7 MB
 59%[=============================                     ] 142.5/242.7 MB
 59%[=============================                     ] 142.5/242.7 MB
 59%[=============================                     ] 142.5/242.7 MB
 59%[=============================                     ] 142.5/242.7 MB
 59%[=============================                     ] 142.5/242.7 MB
 59%[=============================                     ] 142.5/242.7 MB
 59%[=============================                     ] 142.6/242.7 MB
 59%[=============================                     ] 142.6/242.7 MB
 59%[=============================                     ] 142.6/242.7 MB
 59%[=============================                     ] 142.6/242.7 MB
 59%[=============================                     ] 142.6/242.7 MB
 59%[=============================                     ] 142.6/242.7 MB
 59%[=============================                     ] 142.6/242.7 MB
 59%[=============================                     ] 142.6/242.7 MB
 59%[=============================                     ] 142.6/242.7 MB
 59%[=============================                     ] 142.6/242.7 MB
 59%[=============================                     ] 142.6/242.7 MB
 59%[=============================                     ] 142.6/242.7 MB
 59%[=============================                     ] 142.6/242.7 MB
 59%[=============================                     ] 142.7/242.7 MB
 59%[=============================                     ] 142.7/242.7 MB
 59%[=============================                     ] 142.7/242.7 MB
 59%[=============================                     ] 142.7/242.7 MB
 59%[=============================                     ] 142.7/242.7 MB
 59%[=============================                     ] 142.7/242.7 MB
 59%[=============================                     ] 142.7/242.7 MB
 59%[=============================                     ] 142.7/242.7 MB
 59%[=============================                     ] 142.7/242.7 MB
 59%[=============================                     ] 142.7/242.7 MB
 59%[=============================                     ] 142.7/242.7 MB
 59%[=============================                     ] 142.7/242.7 MB
 59%[=============================                     ] 142.8/242.7 MB
 59%[=============================                     ] 142.8/242.7 MB
 59%[=============================                     ] 142.8/242.7 MB
 59%[=============================                     ] 142.8/242.7 MB
 59%[=============================                     ] 142.8/242.7 MB
 59%[=============================                     ] 142.8/242.7 MB
 59%[=============================                     ] 142.8/242.7 MB
 59%[=============================                     ] 142.8/242.7 MB
 59%[=============================                     ] 142.8/242.7 MB
 59%[=============================                     ] 142.8/242.7 MB
 59%[=============================                     ] 142.8/242.7 MB
 59%[=============================                     ] 142.8/242.7 MB
 59%[=============================                     ] 142.8/242.7 MB
 59%[=============================                     ] 142.9/242.7 MB
 59%[=============================                     ] 142.9/242.7 MB
 59%[=============================                     ] 142.9/242.7 MB
 59%[=============================                     ] 142.9/242.7 MB
 59%[=============================                     ] 142.9/242.7 MB
 59%[=============================                     ] 142.9/242.7 MB
 59%[=============================                     ] 142.9/242.7 MB
 59%[=============================                     ] 142.9/242.7 MB
 59%[=============================                     ] 142.9/242.7 MB
 59%[=============================                     ] 142.9/242.7 MB
 59%[=============================                     ] 142.9/242.7 MB
 59%[=============================                     ] 142.9/242.7 MB
 59%[=============================                     ] 142.9/242.7 MB
 59%[=============================                     ] 143.0/242.7 MB
 59%[=============================                     ] 143.0/242.7 MB
 59%[=============================                     ] 143.0/242.7 MB
 59%[=============================                     ] 143.0/242.7 MB
 59%[=============================                     ] 143.0/242.7 MB
 59%[=============================                     ] 143.0/242.7 MB
 59%[=============================                     ] 143.0/242.7 MB
 59%[=============================                     ] 143.0/242.7 MB
 59%[=============================                     ] 143.0/242.7 MB
 59%[=============================                     ] 143.0/242.7 MB
 59%[=============================                     ] 143.0/242.7 MB
 59%[=============================                     ] 143.0/242.7 MB
 59%[=============================                     ] 143.0/242.7 MB
 59%[=============================                     ] 143.1/242.7 MB
 59%[=============================                     ] 143.1/242.7 MB
 59%[=============================                     ] 143.1/242.7 MB
 59%[=============================                     ] 143.1/242.7 MB
 59%[=============================                     ] 143.1/242.7 MB
 59%[=============================                     ] 143.1/242.7 MB
 59%[=============================                     ] 143.1/242.7 MB
 59%[=============================                     ] 143.1/242.7 MB
 59%[=============================                     ] 143.1/242.7 MB
 59%[=============================                     ] 143.1/242.7 MB
 59%[=============================                     ] 143.1/242.7 MB
 59%[=============================                     ] 143.1/242.7 MB
 59%[=============================                     ] 143.1/242.7 MB
 59%[=============================                     ] 143.2/242.7 MB
 59%[=============================                     ] 143.2/242.7 MB
 59%[=============================                     ] 143.2/242.7 MB
 59%[=============================                     ] 143.2/242.7 MB
 59%[=============================                     ] 143.2/242.7 MB
 59%[=============================                     ] 143.2/242.7 MB
 59%[=============================                     ] 143.2/242.7 MB
 59%[=============================                     ] 143.2/242.7 MB
 59%[=============================                     ] 143.2/242.7 MB
 59%[=============================                     ] 143.2/242.7 MB
 59%[=============================                     ] 143.2/242.7 MB
 59%[=============================                     ] 143.2/242.7 MB
 59%[=============================                     ] 143.2/242.7 MB
 59%[=============================                     ] 143.3/242.7 MB
 59%[=============================                     ] 143.3/242.7 MB
 59%[=============================                     ] 143.3/242.7 MB
 59%[=============================                     ] 143.3/242.7 MB
 59%[=============================                     ] 143.3/242.7 MB
 59%[=============================                     ] 143.3/242.7 MB
 59%[=============================                     ] 143.3/242.7 MB
 59%[=============================                     ] 143.3/242.7 MB
 59%[=============================                     ] 143.3/242.7 MB
 59%[=============================                     ] 143.3/242.7 MB
 59%[=============================                     ] 143.3/242.7 MB
 59%[=============================                     ] 143.3/242.7 MB
 59%[=============================                     ] 143.4/242.7 MB
 59%[=============================                     ] 143.4/242.7 MB
 59%[=============================                     ] 143.4/242.7 MB
 59%[=============================                     ] 143.4/242.7 MB
 59%[=============================                     ] 143.4/242.7 MB
 59%[=============================                     ] 143.4/242.7 MB
 59%[=============================                     ] 143.4/242.7 MB
 59%[=============================                     ] 143.4/242.7 MB
 59%[=============================                     ] 143.4/242.7 MB
 59%[=============================                     ] 143.4/242.7 MB
 59%[=============================                     ] 143.4/242.7 MB
 59%[=============================                     ] 143.4/242.7 MB
 59%[=============================                     ] 143.4/242.7 MB
 59%[=============================                     ] 143.5/242.7 MB
 59%[=============================                     ] 143.5/242.7 MB
 59%[=============================                     ] 143.5/242.7 MB
 59%[=============================                     ] 143.5/242.7 MB
 59%[=============================                     ] 143.5/242.7 MB
 59%[=============================                     ] 143.5/242.7 MB
 59%[=============================                     ] 143.5/242.7 MB
 59%[=============================                     ] 143.5/242.7 MB
 59%[=============================                     ] 143.5/242.7 MB
 59%[=============================                     ] 143.5/242.7 MB
 59%[=============================                     ] 143.5/242.7 MB
 59%[=============================                     ] 143.5/242.7 MB
 59%[=============================                     ] 143.5/242.7 MB
 59%[=============================                     ] 143.6/242.7 MB
 59%[=============================                     ] 143.6/242.7 MB
 59%[=============================                     ] 143.6/242.7 MB
 59%[=============================                     ] 143.6/242.7 MB
 59%[=============================                     ] 143.6/242.7 MB
 59%[=============================                     ] 143.6/242.7 MB
 59%[=============================                     ] 143.6/242.7 MB
 59%[=============================                     ] 143.6/242.7 MB
 59%[=============================                     ] 143.6/242.7 MB
 59%[=============================                     ] 143.6/242.7 MB
 59%[=============================                     ] 143.6/242.7 MB
 59%[=============================                     ] 143.6/242.7 MB
 59%[=============================                     ] 143.6/242.7 MB
 59%[=============================                     ] 143.7/242.7 MB
 59%[=============================                     ] 143.7/242.7 MB
 59%[=============================                     ] 143.7/242.7 MB
 59%[=============================                     ] 143.7/242.7 MB
 59%[=============================                     ] 143.7/242.7 MB
 59%[=============================                     ] 143.7/242.7 MB
 59%[=============================                     ] 143.7/242.7 MB
 59%[=============================                     ] 143.7/242.7 MB
 59%[=============================                     ] 143.7/242.7 MB
 59%[=============================                     ] 143.7/242.7 MB
 59%[=============================                     ] 143.7/242.7 MB
 59%[=============================                     ] 143.7/242.7 MB
 59%[=============================                     ] 143.8/242.7 MB
 59%[=============================                     ] 143.8/242.7 MB
 59%[=============================                     ] 143.8/242.7 MB
 59%[=============================                     ] 143.8/242.7 MB
 59%[=============================                     ] 143.8/242.7 MB
 59%[=============================                     ] 143.8/242.7 MB
 59%[=============================                     ] 143.8/242.7 MB
 59%[=============================                     ] 143.8/242.7 MB
 59%[=============================                     ] 143.8/242.7 MB
 59%[=============================                     ] 143.8/242.7 MB
 59%[=============================                     ] 143.8/242.7 MB
 59%[=============================                     ] 143.8/242.7 MB
 59%[=============================                     ] 143.8/242.7 MB
 59%[=============================                     ] 143.9/242.7 MB
 59%[=============================                     ] 143.9/242.7 MB
 59%[=============================                     ] 143.9/242.7 MB
 59%[=============================                     ] 143.9/242.7 MB
 59%[=============================                     ] 143.9/242.7 MB
 59%[=============================                     ] 143.9/242.7 MB
 59%[=============================                     ] 143.9/242.7 MB
 59%[=============================                     ] 143.9/242.7 MB
 59%[=============================                     ] 143.9/242.7 MB
 59%[=============================                     ] 143.9/242.7 MB
 59%[=============================                     ] 143.9/242.7 MB
 59%[=============================                     ] 143.9/242.7 MB
 59%[=============================                     ] 143.9/242.7 MB
 59%[=============================                     ] 144.0/242.7 MB
 59%[=============================                     ] 144.0/242.7 MB
 59%[=============================                     ] 144.0/242.7 MB
 59%[=============================                     ] 144.0/242.7 MB
 59%[=============================                     ] 144.0/242.7 MB
 59%[=============================                     ] 144.0/242.7 MB
 59%[=============================                     ] 144.0/242.7 MB
 59%[=============================                     ] 144.0/242.7 MB
 59%[=============================                     ] 144.0/242.7 MB
 59%[=============================                     ] 144.0/242.7 MB
 59%[=============================                     ] 144.0/242.7 MB
 59%[=============================                     ] 144.0/242.7 MB
 59%[=============================                     ] 144.0/242.7 MB
 59%[=============================                     ] 144.1/242.7 MB
 59%[=============================                     ] 144.1/242.7 MB
 59%[=============================                     ] 144.1/242.7 MB
 59%[=============================                     ] 144.1/242.7 MB
 59%[=============================                     ] 144.1/242.7 MB
 59%[=============================                     ] 144.1/242.7 MB
 59%[=============================                     ] 144.1/242.7 MB
 59%[=============================                     ] 144.1/242.7 MB
 59%[=============================                     ] 144.1/242.7 MB
 59%[=============================                     ] 144.1/242.7 MB
 59%[=============================                     ] 144.1/242.7 MB
 59%[=============================                     ] 144.1/242.7 MB
 59%[=============================                     ] 144.1/242.7 MB
 59%[=============================                     ] 144.2/242.7 MB
 59%[=============================                     ] 144.2/242.7 MB
 59%[=============================                     ] 144.2/242.7 MB
 59%[=============================                     ] 144.2/242.7 MB
 59%[=============================                     ] 144.2/242.7 MB
 59%[=============================                     ] 144.2/242.7 MB
 59%[=============================                     ] 144.2/242.7 MB
 59%[=============================                     ] 144.2/242.7 MB
 59%[=============================                     ] 144.2/242.7 MB
 59%[=============================                     ] 144.2/242.7 MB
 59%[=============================                     ] 144.2/242.7 MB
 59%[=============================                     ] 144.2/242.7 MB
 59%[=============================                     ] 144.2/242.7 MB
 59%[=============================                     ] 144.3/242.7 MB
 59%[=============================                     ] 144.3/242.7 MB
 59%[=============================                     ] 144.3/242.7 MB
 59%[=============================                     ] 144.3/242.7 MB
 59%[=============================                     ] 144.3/242.7 MB
 59%[=============================                     ] 144.3/242.7 MB
 59%[=============================                     ] 144.3/242.7 MB
 59%[=============================                     ] 144.3/242.7 MB
 59%[=============================                     ] 144.3/242.7 MB
 59%[=============================                     ] 144.3/242.7 MB
 59%[=============================                     ] 144.3/242.7 MB
 59%[=============================                     ] 144.3/242.7 MB
 59%[=============================                     ] 144.4/242.7 MB
 59%[=============================                     ] 144.4/242.7 MB
 59%[=============================                     ] 144.4/242.7 MB
 59%[=============================                     ] 144.4/242.7 MB
 59%[=============================                     ] 144.4/242.7 MB
 59%[=============================                     ] 144.4/242.7 MB
 60%[=============================                     ] 144.4/242.7 MB
 60%[=============================                     ] 144.4/242.7 MB
 60%[=============================                     ] 144.4/242.7 MB
 60%[=============================                     ] 144.4/242.7 MB
 60%[=============================                     ] 144.4/242.7 MB
 60%[=============================                     ] 144.4/242.7 MB
 60%[=============================                     ] 144.4/242.7 MB
 60%[=============================                     ] 144.5/242.7 MB
 60%[=============================                     ] 144.5/242.7 MB
 60%[=============================                     ] 144.5/242.7 MB
 60%[=============================                     ] 144.5/242.7 MB
 60%[=============================                     ] 144.5/242.7 MB
 60%[=============================                     ] 144.5/242.7 MB
 60%[=============================                     ] 144.5/242.7 MB
 60%[=============================                     ] 144.5/242.7 MB
 60%[=============================                     ] 144.5/242.7 MB
 60%[=============================                     ] 144.5/242.7 MB
 60%[=============================                     ] 144.5/242.7 MB
 60%[=============================                     ] 144.5/242.7 MB
 60%[=============================                     ] 144.5/242.7 MB
 60%[=============================                     ] 144.6/242.7 MB
 60%[=============================                     ] 144.6/242.7 MB
 60%[=============================                     ] 144.6/242.7 MB
 60%[=============================                     ] 144.6/242.7 MB
 60%[=============================                     ] 144.6/242.7 MB
 60%[=============================                     ] 144.6/242.7 MB
 60%[=============================                     ] 144.6/242.7 MB
 60%[=============================                     ] 144.6/242.7 MB
 60%[=============================                     ] 144.6/242.7 MB
 60%[=============================                     ] 144.6/242.7 MB
 60%[=============================                     ] 144.6/242.7 MB
 60%[=============================                     ] 144.6/242.7 MB
 60%[=============================                     ] 144.6/242.7 MB
 60%[=============================                     ] 144.7/242.7 MB
 60%[=============================                     ] 144.7/242.7 MB
 60%[=============================                     ] 144.7/242.7 MB
 60%[=============================                     ] 144.7/242.7 MB
 60%[=============================                     ] 144.7/242.7 MB
 60%[=============================                     ] 144.7/242.7 MB
 60%[=============================                     ] 144.7/242.7 MB
 60%[=============================                     ] 144.7/242.7 MB
 60%[=============================                     ] 144.7/242.7 MB
 60%[=============================                     ] 144.7/242.7 MB
 60%[=============================                     ] 144.7/242.7 MB
 60%[=============================                     ] 144.7/242.7 MB
 60%[=============================                     ] 144.8/242.7 MB
 60%[=============================                     ] 144.8/242.7 MB
 60%[=============================                     ] 144.8/242.7 MB
 60%[=============================                     ] 144.8/242.7 MB
 60%[=============================                     ] 144.8/242.7 MB
 60%[=============================                     ] 144.8/242.7 MB
 60%[=============================                     ] 144.8/242.7 MB
 60%[=============================                     ] 144.8/242.7 MB
 60%[=============================                     ] 144.8/242.7 MB
 60%[=============================                     ] 144.8/242.7 MB
 60%[=============================                     ] 144.8/242.7 MB
 60%[=============================                     ] 144.8/242.7 MB
 60%[=============================                     ] 144.8/242.7 MB
 60%[=============================                     ] 144.9/242.7 MB
 60%[=============================                     ] 144.9/242.7 MB
 60%[=============================                     ] 144.9/242.7 MB
 60%[=============================                     ] 144.9/242.7 MB
 60%[=============================                     ] 144.9/242.7 MB
 60%[=============================                     ] 144.9/242.7 MB
 60%[=============================                     ] 144.9/242.7 MB
 60%[=============================                     ] 144.9/242.7 MB
 60%[=============================                     ] 144.9/242.7 MB
 60%[=============================                     ] 144.9/242.7 MB
 60%[=============================                     ] 144.9/242.7 MB
 60%[=============================                     ] 144.9/242.7 MB
 60%[=============================                     ] 144.9/242.7 MB
 60%[=============================                     ] 145.0/242.7 MB
 60%[=============================                     ] 145.0/242.7 MB
 60%[=============================                     ] 145.0/242.7 MB
 60%[=============================                     ] 145.0/242.7 MB
 60%[=============================                     ] 145.0/242.7 MB
 60%[=============================                     ] 145.0/242.7 MB
 60%[=============================                     ] 145.0/242.7 MB
 60%[=============================                     ] 145.0/242.7 MB
 60%[=============================                     ] 145.0/242.7 MB
 60%[=============================                     ] 145.0/242.7 MB
 60%[=============================                     ] 145.0/242.7 MB
 60%[=============================                     ] 145.0/242.7 MB
 60%[=============================                     ] 145.0/242.7 MB
 60%[=============================                     ] 145.1/242.7 MB
 60%[=============================                     ] 145.1/242.7 MB
 60%[=============================                     ] 145.1/242.7 MB
 60%[=============================                     ] 145.1/242.7 MB
 60%[=============================                     ] 145.1/242.7 MB
 60%[=============================                     ] 145.1/242.7 MB
 60%[=============================                     ] 145.1/242.7 MB
 60%[=============================                     ] 145.1/242.7 MB
 60%[=============================                     ] 145.1/242.7 MB
 60%[=============================                     ] 145.1/242.7 MB
 60%[=============================                     ] 145.1/242.7 MB
 60%[=============================                     ] 145.1/242.7 MB
 60%[=============================                     ] 145.1/242.7 MB
 60%[=============================                     ] 145.2/242.7 MB
 60%[=============================                     ] 145.2/242.7 MB
 60%[=============================                     ] 145.2/242.7 MB
 60%[=============================                     ] 145.2/242.7 MB
 60%[=============================                     ] 145.2/242.7 MB
 60%[=============================                     ] 145.2/242.7 MB
 60%[=============================                     ] 145.2/242.7 MB
 60%[=============================                     ] 145.2/242.7 MB
 60%[=============================                     ] 145.2/242.7 MB
 60%[=============================                     ] 145.2/242.7 MB
 60%[=============================                     ] 145.2/242.7 MB
 60%[=============================                     ] 145.2/242.7 MB
 60%[=============================                     ] 145.2/242.7 MB
 60%[=============================                     ] 145.3/242.7 MB
 60%[=============================                     ] 145.3/242.7 MB
 60%[=============================                     ] 145.3/242.7 MB
 60%[=============================                     ] 145.3/242.7 MB
 60%[=============================                     ] 145.3/242.7 MB
 60%[=============================                     ] 145.3/242.7 MB
 60%[=============================                     ] 145.3/242.7 MB
 60%[=============================                     ] 145.3/242.7 MB
 60%[=============================                     ] 145.3/242.7 MB
 60%[=============================                     ] 145.3/242.7 MB
 60%[=============================                     ] 145.3/242.7 MB
 60%[=============================                     ] 145.3/242.7 MB
 60%[=============================                     ] 145.4/242.7 MB
 60%[=============================                     ] 145.4/242.7 MB
 60%[=============================                     ] 145.4/242.7 MB
 60%[=============================                     ] 145.4/242.7 MB
 60%[=============================                     ] 145.4/242.7 MB
 60%[=============================                     ] 145.4/242.7 MB
 60%[=============================                     ] 145.4/242.7 MB
 60%[=============================                     ] 145.4/242.7 MB
 60%[=============================                     ] 145.4/242.7 MB
 60%[=============================                     ] 145.4/242.7 MB
 60%[=============================                     ] 145.4/242.7 MB
 60%[=============================                     ] 145.4/242.7 MB
 60%[=============================                     ] 145.4/242.7 MB
 60%[=============================                     ] 145.5/242.7 MB
 60%[=============================                     ] 145.5/242.7 MB
 60%[=============================                     ] 145.5/242.7 MB
 60%[=============================                     ] 145.5/242.7 MB
 60%[=============================                     ] 145.5/242.7 MB
 60%[=============================                     ] 145.5/242.7 MB
 60%[=============================                     ] 145.5/242.7 MB
 60%[=============================                     ] 145.5/242.7 MB
 60%[=============================                     ] 145.5/242.7 MB
 60%[=============================                     ] 145.5/242.7 MB
 60%[=============================                     ] 145.5/242.7 MB
 60%[=============================                     ] 145.5/242.7 MB
 60%[=============================                     ] 145.5/242.7 MB
 60%[=============================                     ] 145.6/242.7 MB
 60%[=============================                     ] 145.6/242.7 MB
 60%[=============================                     ] 145.6/242.7 MB
 60%[=============================                     ] 145.6/242.7 MB
 60%[=============================                     ] 145.6/242.7 MB
 60%[=============================                     ] 145.6/242.7 MB
 60%[=============================                     ] 145.6/242.7 MB
 60%[==============================                    ] 145.6/242.7 MB
 60%[==============================                    ] 145.6/242.7 MB
 60%[==============================                    ] 145.6/242.7 MB
 60%[==============================                    ] 145.6/242.7 MB
 60%[==============================                    ] 145.6/242.7 MB
 60%[==============================                    ] 145.6/242.7 MB
 60%[==============================                    ] 145.7/242.7 MB
 60%[==============================                    ] 145.7/242.7 MB
 60%[==============================                    ] 145.7/242.7 MB
 60%[==============================                    ] 145.7/242.7 MB
 60%[==============================                    ] 145.7/242.7 MB
 60%[==============================                    ] 145.7/242.7 MB
 60%[==============================                    ] 145.7/242.7 MB
 60%[==============================                    ] 145.7/242.7 MB
 60%[==============================                    ] 145.7/242.7 MB
 60%[==============================                    ] 145.7/242.7 MB
 60%[==============================                    ] 145.7/242.7 MB
 60%[==============================                    ] 145.7/242.7 MB
 60%[==============================                    ] 145.8/242.7 MB
 60%[==============================                    ] 145.8/242.7 MB
 60%[==============================                    ] 145.8/242.7 MB
 60%[==============================                    ] 145.8/242.7 MB
 60%[==============================                    ] 145.8/242.7 MB
 60%[==============================                    ] 145.8/242.7 MB
 60%[==============================                    ] 145.8/242.7 MB
 60%[==============================                    ] 145.8/242.7 MB
 60%[==============================                    ] 145.8/242.7 MB
 60%[==============================                    ] 145.8/242.7 MB
 60%[==============================                    ] 145.8/242.7 MB
 60%[==============================                    ] 145.8/242.7 MB
 60%[==============================                    ] 145.8/242.7 MB
 60%[==============================                    ] 145.9/242.7 MB
 60%[==============================                    ] 145.9/242.7 MB
 60%[==============================                    ] 145.9/242.7 MB
 60%[==============================                    ] 145.9/242.7 MB
 60%[==============================                    ] 145.9/242.7 MB
 60%[==============================                    ] 145.9/242.7 MB
 60%[==============================                    ] 145.9/242.7 MB
 60%[==============================                    ] 145.9/242.7 MB
 60%[==============================                    ] 145.9/242.7 MB
 60%[==============================                    ] 145.9/242.7 MB
 60%[==============================                    ] 145.9/242.7 MB
 60%[==============================                    ] 145.9/242.7 MB
 60%[==============================                    ] 145.9/242.7 MB
 60%[==============================                    ] 146.0/242.7 MB
 60%[==============================                    ] 146.0/242.7 MB
 60%[==============================                    ] 146.0/242.7 MB
 60%[==============================                    ] 146.0/242.7 MB
 60%[==============================                    ] 146.0/242.7 MB
 60%[==============================                    ] 146.0/242.7 MB
 60%[==============================                    ] 146.0/242.7 MB
 60%[==============================                    ] 146.0/242.7 MB
 60%[==============================                    ] 146.0/242.7 MB
 60%[==============================                    ] 146.0/242.7 MB
 60%[==============================                    ] 146.0/242.7 MB
 60%[==============================                    ] 146.0/242.7 MB
 60%[==============================                    ] 146.0/242.7 MB
 60%[==============================                    ] 146.1/242.7 MB
 60%[==============================                    ] 146.1/242.7 MB
 60%[==============================                    ] 146.1/242.7 MB
 60%[==============================                    ] 146.1/242.7 MB
 60%[==============================                    ] 146.1/242.7 MB
 60%[==============================                    ] 146.1/242.7 MB
 60%[==============================                    ] 146.1/242.7 MB
 60%[==============================                    ] 146.1/242.7 MB
 60%[==============================                    ] 146.1/242.7 MB
 60%[==============================                    ] 146.1/242.7 MB
 60%[==============================                    ] 146.1/242.7 MB
 60%[==============================                    ] 146.1/242.7 MB
 60%[==============================                    ] 146.1/242.7 MB
 60%[==============================                    ] 146.2/242.7 MB
 60%[==============================                    ] 146.2/242.7 MB
 60%[==============================                    ] 146.2/242.7 MB
 60%[==============================                    ] 146.2/242.7 MB
 60%[==============================                    ] 146.2/242.7 MB
 60%[==============================                    ] 146.2/242.7 MB
 60%[==============================                    ] 146.2/242.7 MB
 60%[==============================                    ] 146.2/242.7 MB
 60%[==============================                    ] 146.2/242.7 MB
 60%[==============================                    ] 146.2/242.7 MB
 60%[==============================                    ] 146.2/242.7 MB
 60%[==============================                    ] 146.2/242.7 MB
 60%[==============================                    ] 146.2/242.7 MB
 60%[==============================                    ] 146.3/242.7 MB
 60%[==============================                    ] 146.3/242.7 MB
 60%[==============================                    ] 146.3/242.7 MB
 60%[==============================                    ] 146.3/242.7 MB
 60%[==============================                    ] 146.3/242.7 MB
 60%[==============================                    ] 146.3/242.7 MB
 60%[==============================                    ] 146.3/242.7 MB
 60%[==============================                    ] 146.3/242.7 MB
 60%[==============================                    ] 146.3/242.7 MB
 60%[==============================                    ] 146.3/242.7 MB
 60%[==============================                    ] 146.3/242.7 MB
 60%[==============================                    ] 146.3/242.7 MB
 60%[==============================                    ] 146.4/242.7 MB
 60%[==============================                    ] 146.4/242.7 MB
 60%[==============================                    ] 146.4/242.7 MB
 60%[==============================                    ] 146.4/242.7 MB
 60%[==============================                    ] 146.4/242.7 MB
 60%[==============================                    ] 146.4/242.7 MB
 60%[==============================                    ] 146.4/242.7 MB
 60%[==============================                    ] 146.4/242.7 MB
 60%[==============================                    ] 146.4/242.7 MB
 60%[==============================                    ] 146.4/242.7 MB
 60%[==============================                    ] 146.4/242.7 MB
 60%[==============================                    ] 146.4/242.7 MB
 60%[==============================                    ] 146.4/242.7 MB
 60%[==============================                    ] 146.5/242.7 MB
 60%[==============================                    ] 146.5/242.7 MB
 60%[==============================                    ] 146.5/242.7 MB
 60%[==============================                    ] 146.5/242.7 MB
 60%[==============================                    ] 146.5/242.7 MB
 60%[==============================                    ] 146.5/242.7 MB
 60%[==============================                    ] 146.5/242.7 MB
 60%[==============================                    ] 146.5/242.7 MB
 60%[==============================                    ] 146.5/242.7 MB
 60%[==============================                    ] 146.5/242.7 MB
 60%[==============================                    ] 146.5/242.7 MB
 60%[==============================                    ] 146.5/242.7 MB
 60%[==============================                    ] 146.5/242.7 MB
 60%[==============================                    ] 146.6/242.7 MB
 60%[==============================                    ] 146.6/242.7 MB
 60%[==============================                    ] 146.6/242.7 MB
 60%[==============================                    ] 146.6/242.7 MB
 60%[==============================                    ] 146.6/242.7 MB
 60%[==============================                    ] 146.6/242.7 MB
 60%[==============================                    ] 146.6/242.7 MB
 60%[==============================                    ] 146.6/242.7 MB
 60%[==============================                    ] 146.6/242.7 MB
 60%[==============================                    ] 146.6/242.7 MB
 60%[==============================                    ] 146.6/242.7 MB
 60%[==============================                    ] 146.6/242.7 MB
 60%[==============================                    ] 146.6/242.7 MB
 60%[==============================                    ] 146.7/242.7 MB
 60%[==============================                    ] 146.7/242.7 MB
 60%[==============================                    ] 146.7/242.7 MB
 60%[==============================                    ] 146.7/242.7 MB
 60%[==============================                    ] 146.7/242.7 MB
 60%[==============================                    ] 146.7/242.7 MB
 60%[==============================                    ] 146.7/242.7 MB
 60%[==============================                    ] 146.7/242.7 MB
 60%[==============================                    ] 146.7/242.7 MB
 60%[==============================                    ] 146.7/242.7 MB
 60%[==============================                    ] 146.7/242.7 MB
 60%[==============================                    ] 146.7/242.7 MB
 60%[==============================                    ] 146.8/242.7 MB
 60%[==============================                    ] 146.8/242.7 MB
 60%[==============================                    ] 146.8/242.7 MB
 60%[==============================                    ] 146.8/242.7 MB
 60%[==============================                    ] 146.8/242.7 MB
 60%[==============================                    ] 146.8/242.7 MB
 60%[==============================                    ] 146.8/242.7 MB
 60%[==============================                    ] 146.8/242.7 MB
 60%[==============================                    ] 146.8/242.7 MB
 60%[==============================                    ] 146.8/242.7 MB
 61%[==============================                    ] 146.8/242.7 MB
 61%[==============================                    ] 146.8/242.7 MB
 61%[==============================                    ] 146.8/242.7 MB
 61%[==============================                    ] 146.9/242.7 MB
 61%[==============================                    ] 146.9/242.7 MB
 61%[==============================                    ] 146.9/242.7 MB
 61%[==============================                    ] 146.9/242.7 MB
 61%[==============================                    ] 146.9/242.7 MB
 61%[==============================                    ] 146.9/242.7 MB
 61%[==============================                    ] 146.9/242.7 MB
 61%[==============================                    ] 146.9/242.7 MB
 61%[==============================                    ] 146.9/242.7 MB
 61%[==============================                    ] 146.9/242.7 MB
 61%[==============================                    ] 146.9/242.7 MB
 61%[==============================                    ] 146.9/242.7 MB
 61%[==============================                    ] 146.9/242.7 MB
 61%[==============================                    ] 147.0/242.7 MB
 61%[==============================                    ] 147.0/242.7 MB
 61%[==============================                    ] 147.0/242.7 MB
 61%[==============================                    ] 147.0/242.7 MB
 61%[==============================                    ] 147.0/242.7 MB
 61%[==============================                    ] 147.0/242.7 MB
 61%[==============================                    ] 147.0/242.7 MB
 61%[==============================                    ] 147.0/242.7 MB
 61%[==============================                    ] 147.0/242.7 MB
 61%[==============================                    ] 147.0/242.7 MB
 61%[==============================                    ] 147.0/242.7 MB
 61%[==============================                    ] 147.0/242.7 MB
 61%[==============================                    ] 147.0/242.7 MB
 61%[==============================                    ] 147.1/242.7 MB
 61%[==============================                    ] 147.1/242.7 MB
 61%[==============================                    ] 147.1/242.7 MB
 61%[==============================                    ] 147.1/242.7 MB
 61%[==============================                    ] 147.1/242.7 MB
 61%[==============================                    ] 147.1/242.7 MB
 61%[==============================                    ] 147.1/242.7 MB
 61%[==============================                    ] 147.1/242.7 MB
 61%[==============================                    ] 147.1/242.7 MB
 61%[==============================                    ] 147.1/242.7 MB
 61%[==============================                    ] 147.1/242.7 MB
 61%[==============================                    ] 147.1/242.7 MB
 61%[==============================                    ] 147.1/242.7 MB
 61%[==============================                    ] 147.2/242.7 MB
 61%[==============================                    ] 147.2/242.7 MB
 61%[==============================                    ] 147.2/242.7 MB
 61%[==============================                    ] 147.2/242.7 MB
 61%[==============================                    ] 147.2/242.7 MB
 61%[==============================                    ] 147.2/242.7 MB
 61%[==============================                    ] 147.2/242.7 MB
 61%[==============================                    ] 147.2/242.7 MB
 61%[==============================                    ] 147.2/242.7 MB
 61%[==============================                    ] 147.2/242.7 MB
 61%[==============================                    ] 147.2/242.7 MB
 61%[==============================                    ] 147.2/242.7 MB
 61%[==============================                    ] 147.2/242.7 MB
 61%[==============================                    ] 147.3/242.7 MB
 61%[==============================                    ] 147.3/242.7 MB
 61%[==============================                    ] 147.3/242.7 MB
 61%[==============================                    ] 147.3/242.7 MB
 61%[==============================                    ] 147.3/242.7 MB
 61%[==============================                    ] 147.3/242.7 MB
 61%[==============================                    ] 147.3/242.7 MB
 61%[==============================                    ] 147.3/242.7 MB
 61%[==============================                    ] 147.3/242.7 MB
 61%[==============================                    ] 147.3/242.7 MB
 61%[==============================                    ] 147.3/242.7 MB
 61%[==============================                    ] 147.3/242.7 MB
 61%[==============================                    ] 147.4/242.7 MB
 61%[==============================                    ] 147.4/242.7 MB
 61%[==============================                    ] 147.4/242.7 MB
 61%[==============================                    ] 147.4/242.7 MB
 61%[==============================                    ] 147.4/242.7 MB
 61%[==============================                    ] 147.4/242.7 MB
 61%[==============================                    ] 147.4/242.7 MB
 61%[==============================                    ] 147.4/242.7 MB
 61%[==============================                    ] 147.4/242.7 MB
 61%[==============================                    ] 147.4/242.7 MB
 61%[==============================                    ] 147.4/242.7 MB
 61%[==============================                    ] 147.4/242.7 MB
 61%[==============================                    ] 147.4/242.7 MB
 61%[==============================                    ] 147.5/242.7 MB
 61%[==============================                    ] 147.5/242.7 MB
 61%[==============================                    ] 147.5/242.7 MB
 61%[==============================                    ] 147.5/242.7 MB
 61%[==============================                    ] 147.5/242.7 MB
 61%[==============================                    ] 147.5/242.7 MB
 61%[==============================                    ] 147.5/242.7 MB
 61%[==============================                    ] 147.5/242.7 MB
 61%[==============================                    ] 147.5/242.7 MB
 61%[==============================                    ] 147.5/242.7 MB
 61%[==============================                    ] 147.5/242.7 MB
 61%[==============================                    ] 147.5/242.7 MB
 61%[==============================                    ] 147.5/242.7 MB
 61%[==============================                    ] 147.6/242.7 MB
 61%[==============================                    ] 147.6/242.7 MB
 61%[==============================                    ] 147.6/242.7 MB
 61%[==============================                    ] 147.6/242.7 MB
 61%[==============================                    ] 147.6/242.7 MB
 61%[==============================                    ] 147.6/242.7 MB
 61%[==============================                    ] 147.6/242.7 MB
 61%[==============================                    ] 147.6/242.7 MB
 61%[==============================                    ] 147.6/242.7 MB
 61%[==============================                    ] 147.6/242.7 MB
 61%[==============================                    ] 147.6/242.7 MB
 61%[==============================                    ] 147.6/242.7 MB
 61%[==============================                    ] 147.6/242.7 MB
 61%[==============================                    ] 147.7/242.7 MB
 61%[==============================                    ] 147.7/242.7 MB
 61%[==============================                    ] 147.7/242.7 MB
 61%[==============================                    ] 147.7/242.7 MB
 61%[==============================                    ] 147.7/242.7 MB
 61%[==============================                    ] 147.7/242.7 MB
 61%[==============================                    ] 147.7/242.7 MB
 61%[==============================                    ] 147.7/242.7 MB
 61%[==============================                    ] 147.7/242.7 MB
 61%[==============================                    ] 147.7/242.7 MB
 61%[==============================                    ] 147.7/242.7 MB
 61%[==============================                    ] 147.7/242.7 MB
 61%[==============================                    ] 147.8/242.7 MB
 61%[==============================                    ] 147.8/242.7 MB
 61%[==============================                    ] 147.8/242.7 MB
 61%[==============================                    ] 147.8/242.7 MB
 61%[==============================                    ] 147.8/242.7 MB
 61%[==============================                    ] 147.8/242.7 MB
 61%[==============================                    ] 147.8/242.7 MB
 61%[==============================                    ] 147.8/242.7 MB
 61%[==============================                    ] 147.8/242.7 MB
 61%[==============================                    ] 147.8/242.7 MB
 61%[==============================                    ] 147.8/242.7 MB
 61%[==============================                    ] 147.8/242.7 MB
 61%[==============================                    ] 147.8/242.7 MB
 61%[==============================                    ] 147.9/242.7 MB
 61%[==============================                    ] 147.9/242.7 MB
 61%[==============================                    ] 147.9/242.7 MB
 61%[==============================                    ] 147.9/242.7 MB
 61%[==============================                    ] 147.9/242.7 MB
 61%[==============================                    ] 147.9/242.7 MB
 61%[==============================                    ] 147.9/242.7 MB
 61%[==============================                    ] 147.9/242.7 MB
 61%[==============================                    ] 147.9/242.7 MB
 61%[==============================                    ] 147.9/242.7 MB
 61%[==============================                    ] 147.9/242.7 MB
 61%[==============================                    ] 147.9/242.7 MB
 61%[==============================                    ] 147.9/242.7 MB
 61%[==============================                    ] 148.0/242.7 MB
 61%[==============================                    ] 148.0/242.7 MB
 61%[==============================                    ] 148.0/242.7 MB
 61%[==============================                    ] 148.0/242.7 MB
 61%[==============================                    ] 148.0/242.7 MB
 61%[==============================                    ] 148.0/242.7 MB
 61%[==============================                    ] 148.0/242.7 MB
 61%[==============================                    ] 148.0/242.7 MB
 61%[==============================                    ] 148.0/242.7 MB
 61%[==============================                    ] 148.0/242.7 MB
 61%[==============================                    ] 148.0/242.7 MB
 61%[==============================                    ] 148.0/242.7 MB
 61%[==============================                    ] 148.0/242.7 MB
 61%[==============================                    ] 148.1/242.7 MB
 61%[==============================                    ] 148.1/242.7 MB
 61%[==============================                    ] 148.1/242.7 MB
 61%[==============================                    ] 148.1/242.7 MB
 61%[==============================                    ] 148.1/242.7 MB
 61%[==============================                    ] 148.1/242.7 MB
 61%[==============================                    ] 148.1/242.7 MB
 61%[==============================                    ] 148.1/242.7 MB
 61%[==============================                    ] 148.1/242.7 MB
 61%[==============================                    ] 148.1/242.7 MB
 61%[==============================                    ] 148.1/242.7 MB
 61%[==============================                    ] 148.1/242.7 MB
 61%[==============================                    ] 148.1/242.7 MB
 61%[==============================                    ] 148.2/242.7 MB
 61%[==============================                    ] 148.2/242.7 MB
 61%[==============================                    ] 148.2/242.7 MB
 61%[==============================                    ] 148.2/242.7 MB
 61%[==============================                    ] 148.2/242.7 MB
 61%[==============================                    ] 148.2/242.7 MB
 61%[==============================                    ] 148.2/242.7 MB
 61%[==============================                    ] 148.2/242.7 MB
 61%[==============================                    ] 148.2/242.7 MB
 61%[==============================                    ] 148.2/242.7 MB
 61%[==============================                    ] 148.2/242.7 MB
 61%[==============================                    ] 148.2/242.7 MB
 61%[==============================                    ] 148.2/242.7 MB
 61%[==============================                    ] 148.3/242.7 MB
 61%[==============================                    ] 148.3/242.7 MB
 61%[==============================                    ] 148.3/242.7 MB
 61%[==============================                    ] 148.3/242.7 MB
 61%[==============================                    ] 148.3/242.7 MB
 61%[==============================                    ] 148.3/242.7 MB
 61%[==============================                    ] 148.3/242.7 MB
 61%[==============================                    ] 148.3/242.7 MB
 61%[==============================                    ] 148.3/242.7 MB
 61%[==============================                    ] 148.3/242.7 MB
 61%[==============================                    ] 148.3/242.7 MB
 61%[==============================                    ] 148.3/242.7 MB
 61%[==============================                    ] 148.4/242.7 MB
 61%[==============================                    ] 148.4/242.7 MB
 61%[==============================                    ] 148.4/242.7 MB
 61%[==============================                    ] 148.4/242.7 MB
 61%[==============================                    ] 148.4/242.7 MB
 61%[==============================                    ] 148.4/242.7 MB
 61%[==============================                    ] 148.4/242.7 MB
 61%[==============================                    ] 148.4/242.7 MB
 61%[==============================                    ] 148.4/242.7 MB
 61%[==============================                    ] 148.4/242.7 MB
 61%[==============================                    ] 148.4/242.7 MB
 61%[==============================                    ] 148.4/242.7 MB
 61%[==============================                    ] 148.4/242.7 MB
 61%[==============================                    ] 148.5/242.7 MB
 61%[==============================                    ] 148.5/242.7 MB
 61%[==============================                    ] 148.5/242.7 MB
 61%[==============================                    ] 148.5/242.7 MB
 61%[==============================                    ] 148.5/242.7 MB
 61%[==============================                    ] 148.5/242.7 MB
 61%[==============================                    ] 148.5/242.7 MB
 61%[==============================                    ] 148.5/242.7 MB
 61%[==============================                    ] 148.5/242.7 MB
 61%[==============================                    ] 148.5/242.7 MB
 61%[==============================                    ] 148.5/242.7 MB
 61%[==============================                    ] 148.5/242.7 MB
 61%[==============================                    ] 148.5/242.7 MB
 61%[==============================                    ] 148.6/242.7 MB
 61%[==============================                    ] 148.6/242.7 MB
 61%[==============================                    ] 148.6/242.7 MB
 61%[==============================                    ] 148.6/242.7 MB
 61%[==============================                    ] 148.6/242.7 MB
 61%[==============================                    ] 148.6/242.7 MB
 61%[==============================                    ] 148.6/242.7 MB
 61%[==============================                    ] 148.6/242.7 MB
 61%[==============================                    ] 148.6/242.7 MB
 61%[==============================                    ] 148.6/242.7 MB
 61%[==============================                    ] 148.6/242.7 MB
 61%[==============================                    ] 148.6/242.7 MB
 61%[==============================                    ] 148.6/242.7 MB
 61%[==============================                    ] 148.7/242.7 MB
 61%[==============================                    ] 148.7/242.7 MB
 61%[==============================                    ] 148.7/242.7 MB
 61%[==============================                    ] 148.7/242.7 MB
 61%[==============================                    ] 148.7/242.7 MB
 61%[==============================                    ] 148.7/242.7 MB
 61%[==============================                    ] 148.7/242.7 MB
 61%[==============================                    ] 148.7/242.7 MB
 61%[==============================                    ] 148.7/242.7 MB
 61%[==============================                    ] 148.7/242.7 MB
 61%[==============================                    ] 148.7/242.7 MB
 61%[==============================                    ] 148.7/242.7 MB
 61%[==============================                    ] 148.8/242.7 MB
 61%[==============================                    ] 148.8/242.7 MB
 61%[==============================                    ] 148.8/242.7 MB
 61%[==============================                    ] 148.8/242.7 MB
 61%[==============================                    ] 148.8/242.7 MB
 61%[==============================                    ] 148.8/242.7 MB
 61%[==============================                    ] 148.8/242.7 MB
 61%[==============================                    ] 148.8/242.7 MB
 61%[==============================                    ] 148.8/242.7 MB
 61%[==============================                    ] 148.8/242.7 MB
 61%[==============================                    ] 148.8/242.7 MB
 61%[==============================                    ] 148.8/242.7 MB
 61%[==============================                    ] 148.8/242.7 MB
 61%[==============================                    ] 148.9/242.7 MB
 61%[==============================                    ] 148.9/242.7 MB
 61%[==============================                    ] 148.9/242.7 MB
 61%[==============================                    ] 148.9/242.7 MB
 61%[==============================                    ] 148.9/242.7 MB
 61%[==============================                    ] 148.9/242.7 MB
 61%[==============================                    ] 148.9/242.7 MB
 61%[==============================                    ] 148.9/242.7 MB
 61%[==============================                    ] 148.9/242.7 MB
 61%[==============================                    ] 148.9/242.7 MB
 61%[==============================                    ] 148.9/242.7 MB
 61%[==============================                    ] 148.9/242.7 MB
 61%[==============================                    ] 148.9/242.7 MB
 61%[==============================                    ] 149.0/242.7 MB
 61%[==============================                    ] 149.0/242.7 MB
 61%[==============================                    ] 149.0/242.7 MB
 61%[==============================                    ] 149.0/242.7 MB
 61%[==============================                    ] 149.0/242.7 MB
 61%[==============================                    ] 149.0/242.7 MB
 61%[==============================                    ] 149.0/242.7 MB
 61%[==============================                    ] 149.0/242.7 MB
 61%[==============================                    ] 149.0/242.7 MB
 61%[==============================                    ] 149.0/242.7 MB
 61%[==============================                    ] 149.0/242.7 MB
 61%[==============================                    ] 149.0/242.7 MB
 61%[==============================                    ] 149.0/242.7 MB
 61%[==============================                    ] 149.1/242.7 MB
 61%[==============================                    ] 149.1/242.7 MB
 61%[==============================                    ] 149.1/242.7 MB
 61%[==============================                    ] 149.1/242.7 MB
 61%[==============================                    ] 149.1/242.7 MB
 61%[==============================                    ] 149.1/242.7 MB
 61%[==============================                    ] 149.1/242.7 MB
 61%[==============================                    ] 149.1/242.7 MB
 61%[==============================                    ] 149.1/242.7 MB
 61%[==============================                    ] 149.1/242.7 MB
 61%[==============================                    ] 149.1/242.7 MB
 61%[==============================                    ] 149.1/242.7 MB
 61%[==============================                    ] 149.1/242.7 MB
 61%[==============================                    ] 149.2/242.7 MB
 61%[==============================                    ] 149.2/242.7 MB
 61%[==============================                    ] 149.2/242.7 MB
 61%[==============================                    ] 149.2/242.7 MB
 61%[==============================                    ] 149.2/242.7 MB
 61%[==============================                    ] 149.2/242.7 MB
 61%[==============================                    ] 149.2/242.7 MB
 61%[==============================                    ] 149.2/242.7 MB
 61%[==============================                    ] 149.2/242.7 MB
 61%[==============================                    ] 149.2/242.7 MB
 61%[==============================                    ] 149.2/242.7 MB
 61%[==============================                    ] 149.2/242.7 MB
 62%[==============================                    ] 149.2/242.7 MB
 62%[==============================                    ] 149.3/242.7 MB
 62%[==============================                    ] 149.3/242.7 MB
 62%[==============================                    ] 149.3/242.7 MB
 62%[==============================                    ] 149.3/242.7 MB
 62%[==============================                    ] 149.3/242.7 MB
 62%[==============================                    ] 149.3/242.7 MB
 62%[==============================                    ] 149.3/242.7 MB
 62%[==============================                    ] 149.3/242.7 MB
 62%[==============================                    ] 149.3/242.7 MB
 62%[==============================                    ] 149.3/242.7 MB
 62%[==============================                    ] 149.3/242.7 MB
 62%[==============================                    ] 149.3/242.7 MB
 62%[==============================                    ] 149.4/242.7 MB
 62%[==============================                    ] 149.4/242.7 MB
 62%[==============================                    ] 149.4/242.7 MB
 62%[==============================                    ] 149.4/242.7 MB
 62%[==============================                    ] 149.4/242.7 MB
 62%[==============================                    ] 149.4/242.7 MB
 62%[==============================                    ] 149.4/242.7 MB
 62%[==============================                    ] 149.4/242.7 MB
 62%[==============================                    ] 149.4/242.7 MB
 62%[==============================                    ] 149.4/242.7 MB
 62%[==============================                    ] 149.4/242.7 MB
 62%[==============================                    ] 149.4/242.7 MB
 62%[==============================                    ] 149.4/242.7 MB
 62%[==============================                    ] 149.5/242.7 MB
 62%[==============================                    ] 149.5/242.7 MB
 62%[==============================                    ] 149.5/242.7 MB
 62%[==============================                    ] 149.5/242.7 MB
 62%[==============================                    ] 149.5/242.7 MB
 62%[==============================                    ] 149.5/242.7 MB
 62%[==============================                    ] 149.5/242.7 MB
 62%[==============================                    ] 149.5/242.7 MB
 62%[==============================                    ] 149.5/242.7 MB
 62%[==============================                    ] 149.5/242.7 MB
 62%[==============================                    ] 149.5/242.7 MB
 62%[==============================                    ] 149.5/242.7 MB
 62%[==============================                    ] 149.5/242.7 MB
 62%[==============================                    ] 149.6/242.7 MB
 62%[==============================                    ] 149.6/242.7 MB
 62%[==============================                    ] 149.6/242.7 MB
 62%[==============================                    ] 149.6/242.7 MB
 62%[==============================                    ] 149.6/242.7 MB
 62%[==============================                    ] 149.6/242.7 MB
 62%[==============================                    ] 149.6/242.7 MB
 62%[==============================                    ] 149.6/242.7 MB
 62%[==============================                    ] 149.6/242.7 MB
 62%[==============================                    ] 149.6/242.7 MB
 62%[==============================                    ] 149.6/242.7 MB
 62%[==============================                    ] 149.6/242.7 MB
 62%[==============================                    ] 149.6/242.7 MB
 62%[==============================                    ] 149.7/242.7 MB
 62%[==============================                    ] 149.7/242.7 MB
 62%[==============================                    ] 149.7/242.7 MB
 62%[==============================                    ] 149.7/242.7 MB
 62%[==============================                    ] 149.7/242.7 MB
 62%[==============================                    ] 149.7/242.7 MB
 62%[==============================                    ] 149.7/242.7 MB
 62%[==============================                    ] 149.7/242.7 MB
 62%[==============================                    ] 149.7/242.7 MB
 62%[==============================                    ] 149.7/242.7 MB
 62%[==============================                    ] 149.7/242.7 MB
 62%[==============================                    ] 149.7/242.7 MB
 62%[==============================                    ] 149.8/242.7 MB
 62%[==============================                    ] 149.8/242.7 MB
 62%[==============================                    ] 149.8/242.7 MB
 62%[==============================                    ] 149.8/242.7 MB
 62%[==============================                    ] 149.8/242.7 MB
 62%[==============================                    ] 149.8/242.7 MB
 62%[==============================                    ] 149.8/242.7 MB
 62%[==============================                    ] 149.8/242.7 MB
 62%[==============================                    ] 149.8/242.7 MB
 62%[==============================                    ] 149.8/242.7 MB
 62%[==============================                    ] 149.8/242.7 MB
 62%[==============================                    ] 149.8/242.7 MB
 62%[==============================                    ] 149.8/242.7 MB
 62%[==============================                    ] 149.9/242.7 MB
 62%[==============================                    ] 149.9/242.7 MB
 62%[==============================                    ] 149.9/242.7 MB
 62%[==============================                    ] 149.9/242.7 MB
 62%[==============================                    ] 149.9/242.7 MB
 62%[==============================                    ] 149.9/242.7 MB
 62%[==============================                    ] 149.9/242.7 MB
 62%[==============================                    ] 149.9/242.7 MB
 62%[==============================                    ] 149.9/242.7 MB
 62%[==============================                    ] 149.9/242.7 MB
 62%[==============================                    ] 149.9/242.7 MB
 62%[==============================                    ] 149.9/242.7 MB
 62%[==============================                    ] 149.9/242.7 MB
 62%[==============================                    ] 150.0/242.7 MB
 62%[==============================                    ] 150.0/242.7 MB
 62%[==============================                    ] 150.0/242.7 MB
 62%[==============================                    ] 150.0/242.7 MB
 62%[==============================                    ] 150.0/242.7 MB
 62%[==============================                    ] 150.0/242.7 MB
 62%[==============================                    ] 150.0/242.7 MB
 62%[==============================                    ] 150.0/242.7 MB
 62%[==============================                    ] 150.0/242.7 MB
 62%[==============================                    ] 150.0/242.7 MB
 62%[==============================                    ] 150.0/242.7 MB
 62%[==============================                    ] 150.0/242.7 MB
 62%[==============================                    ] 150.0/242.7 MB
 62%[==============================                    ] 150.1/242.7 MB
 62%[==============================                    ] 150.1/242.7 MB
 62%[==============================                    ] 150.1/242.7 MB
 62%[==============================                    ] 150.1/242.7 MB
 62%[==============================                    ] 150.1/242.7 MB
 62%[==============================                    ] 150.1/242.7 MB
 62%[==============================                    ] 150.1/242.7 MB
 62%[==============================                    ] 150.1/242.7 MB
 62%[==============================                    ] 150.1/242.7 MB
 62%[==============================                    ] 150.1/242.7 MB
 62%[==============================                    ] 150.1/242.7 MB
 62%[==============================                    ] 150.1/242.7 MB
 62%[==============================                    ] 150.1/242.7 MB
 62%[==============================                    ] 150.2/242.7 MB
 62%[==============================                    ] 150.2/242.7 MB
 62%[==============================                    ] 150.2/242.7 MB
 62%[==============================                    ] 150.2/242.7 MB
 62%[==============================                    ] 150.2/242.7 MB
 62%[==============================                    ] 150.2/242.7 MB
 62%[==============================                    ] 150.2/242.7 MB
 62%[==============================                    ] 150.2/242.7 MB
 62%[==============================                    ] 150.2/242.7 MB
 62%[==============================                    ] 150.2/242.7 MB
 62%[==============================                    ] 150.2/242.7 MB
 62%[==============================                    ] 150.2/242.7 MB
 62%[==============================                    ] 150.2/242.7 MB
 62%[==============================                    ] 150.3/242.7 MB
 62%[==============================                    ] 150.3/242.7 MB
 62%[==============================                    ] 150.3/242.7 MB
 62%[==============================                    ] 150.3/242.7 MB
 62%[==============================                    ] 150.3/242.7 MB
 62%[==============================                    ] 150.3/242.7 MB
 62%[==============================                    ] 150.3/242.7 MB
 62%[==============================                    ] 150.3/242.7 MB
 62%[==============================                    ] 150.3/242.7 MB
 62%[==============================                    ] 150.3/242.7 MB
 62%[==============================                    ] 150.3/242.7 MB
 62%[==============================                    ] 150.3/242.7 MB
 62%[==============================                    ] 150.4/242.7 MB
 62%[==============================                    ] 150.4/242.7 MB
 62%[==============================                    ] 150.4/242.7 MB
 62%[==============================                    ] 150.4/242.7 MB
 62%[==============================                    ] 150.4/242.7 MB
 62%[==============================                    ] 150.4/242.7 MB
 62%[==============================                    ] 150.4/242.7 MB
 62%[==============================                    ] 150.4/242.7 MB
 62%[==============================                    ] 150.4/242.7 MB
 62%[==============================                    ] 150.4/242.7 MB
 62%[==============================                    ] 150.4/242.7 MB
 62%[==============================                    ] 150.4/242.7 MB
 62%[==============================                    ] 150.4/242.7 MB
 62%[==============================                    ] 150.5/242.7 MB
 62%[==============================                    ] 150.5/242.7 MB
 62%[===============================                   ] 150.5/242.7 MB
 62%[===============================                   ] 150.5/242.7 MB
 62%[===============================                   ] 150.5/242.7 MB
 62%[===============================                   ] 150.5/242.7 MB
 62%[===============================                   ] 150.5/242.7 MB
 62%[===============================                   ] 150.5/242.7 MB
 62%[===============================                   ] 150.5/242.7 MB
 62%[===============================                   ] 150.5/242.7 MB
 62%[===============================                   ] 150.5/242.7 MB
 62%[===============================                   ] 150.5/242.7 MB
 62%[===============================                   ] 150.5/242.7 MB
 62%[===============================                   ] 150.6/242.7 MB
 62%[===============================                   ] 150.6/242.7 MB
 62%[===============================                   ] 150.6/242.7 MB
 62%[===============================                   ] 150.6/242.7 MB
 62%[===============================                   ] 150.6/242.7 MB
 62%[===============================                   ] 150.6/242.7 MB
 62%[===============================                   ] 150.6/242.7 MB
 62%[===============================                   ] 150.6/242.7 MB
 62%[===============================                   ] 150.6/242.7 MB
 62%[===============================                   ] 150.6/242.7 MB
 62%[===============================                   ] 150.6/242.7 MB
 62%[===============================                   ] 150.6/242.7 MB
 62%[===============================                   ] 150.6/242.7 MB
 62%[===============================                   ] 150.7/242.7 MB
 62%[===============================                   ] 150.7/242.7 MB
 62%[===============================                   ] 150.7/242.7 MB
 62%[===============================                   ] 150.7/242.7 MB
 62%[===============================                   ] 150.7/242.7 MB
 62%[===============================                   ] 150.7/242.7 MB
 62%[===============================                   ] 150.7/242.7 MB
 62%[===============================                   ] 150.7/242.7 MB
 62%[===============================                   ] 150.7/242.7 MB
 62%[===============================                   ] 150.7/242.7 MB
 62%[===============================                   ] 150.7/242.7 MB
 62%[===============================                   ] 150.7/242.7 MB
 62%[===============================                   ] 150.8/242.7 MB
 62%[===============================                   ] 150.8/242.7 MB
 62%[===============================                   ] 150.8/242.7 MB
 62%[===============================                   ] 150.8/242.7 MB
 62%[===============================                   ] 150.8/242.7 MB
 62%[===============================                   ] 150.8/242.7 MB
 62%[===============================                   ] 150.8/242.7 MB
 62%[===============================                   ] 150.8/242.7 MB
 62%[===============================                   ] 150.8/242.7 MB
 62%[===============================                   ] 150.8/242.7 MB
 62%[===============================                   ] 150.8/242.7 MB
 62%[===============================                   ] 150.8/242.7 MB
 62%[===============================                   ] 150.8/242.7 MB
 62%[===============================                   ] 150.9/242.7 MB
 62%[===============================                   ] 150.9/242.7 MB
 62%[===============================                   ] 150.9/242.7 MB
 62%[===============================                   ] 150.9/242.7 MB
 62%[===============================                   ] 150.9/242.7 MB
 62%[===============================                   ] 150.9/242.7 MB
 62%[===============================                   ] 150.9/242.7 MB
 62%[===============================                   ] 150.9/242.7 MB
 62%[===============================                   ] 150.9/242.7 MB
 62%[===============================                   ] 150.9/242.7 MB
 62%[===============================                   ] 150.9/242.7 MB
 62%[===============================                   ] 150.9/242.7 MB
 62%[===============================                   ] 150.9/242.7 MB
 62%[===============================                   ] 151.0/242.7 MB
 62%[===============================                   ] 151.0/242.7 MB
 62%[===============================                   ] 151.0/242.7 MB
 62%[===============================                   ] 151.0/242.7 MB
 62%[===============================                   ] 151.0/242.7 MB
 62%[===============================                   ] 151.0/242.7 MB
 62%[===============================                   ] 151.0/242.7 MB
 62%[===============================                   ] 151.0/242.7 MB
 62%[===============================                   ] 151.0/242.7 MB
 62%[===============================                   ] 151.0/242.7 MB
 62%[===============================                   ] 151.0/242.7 MB
 62%[===============================                   ] 151.0/242.7 MB
 62%[===============================                   ] 151.0/242.7 MB
 62%[===============================                   ] 151.1/242.7 MB
 62%[===============================                   ] 151.1/242.7 MB
 62%[===============================                   ] 151.1/242.7 MB
 62%[===============================                   ] 151.1/242.7 MB
 62%[===============================                   ] 151.1/242.7 MB
 62%[===============================                   ] 151.1/242.7 MB
 62%[===============================                   ] 151.1/242.7 MB
 62%[===============================                   ] 151.1/242.7 MB
 62%[===============================                   ] 151.1/242.7 MB
 62%[===============================                   ] 151.1/242.7 MB
 62%[===============================                   ] 151.1/242.7 MB
 62%[===============================                   ] 151.1/242.7 MB
 62%[===============================                   ] 151.1/242.7 MB
 62%[===============================                   ] 151.2/242.7 MB
 62%[===============================                   ] 151.2/242.7 MB
 62%[===============================                   ] 151.2/242.7 MB
 62%[===============================                   ] 151.2/242.7 MB
 62%[===============================                   ] 151.2/242.7 MB
 62%[===============================                   ] 151.2/242.7 MB
 62%[===============================                   ] 151.2/242.7 MB
 62%[===============================                   ] 151.2/242.7 MB
 62%[===============================                   ] 151.2/242.7 MB
 62%[===============================                   ] 151.2/242.7 MB
 62%[===============================                   ] 151.2/242.7 MB
 62%[===============================                   ] 151.2/242.7 MB
 62%[===============================                   ] 151.2/242.7 MB
 62%[===============================                   ] 151.3/242.7 MB
 62%[===============================                   ] 151.3/242.7 MB
 62%[===============================                   ] 151.3/242.7 MB
 62%[===============================                   ] 151.3/242.7 MB
 62%[===============================                   ] 151.3/242.7 MB
 62%[===============================                   ] 151.3/242.7 MB
 62%[===============================                   ] 151.3/242.7 MB
 62%[===============================                   ] 151.3/242.7 MB
 62%[===============================                   ] 151.3/242.7 MB
 62%[===============================                   ] 151.3/242.7 MB
 62%[===============================                   ] 151.3/242.7 MB
 62%[===============================                   ] 151.3/242.7 MB
 62%[===============================                   ] 151.4/242.7 MB
 62%[===============================                   ] 151.4/242.7 MB
 62%[===============================                   ] 151.4/242.7 MB
 62%[===============================                   ] 151.4/242.7 MB
 62%[===============================                   ] 151.4/242.7 MB
 62%[===============================                   ] 151.4/242.7 MB
 62%[===============================                   ] 151.4/242.7 MB
 62%[===============================                   ] 151.4/242.7 MB
 62%[===============================                   ] 151.4/242.7 MB
 62%[===============================                   ] 151.4/242.7 MB
 62%[===============================                   ] 151.4/242.7 MB
 62%[===============================                   ] 151.4/242.7 MB
 62%[===============================                   ] 151.4/242.7 MB
 62%[===============================                   ] 151.5/242.7 MB
 62%[===============================                   ] 151.5/242.7 MB
 62%[===============================                   ] 151.5/242.7 MB
 62%[===============================                   ] 151.5/242.7 MB
 62%[===============================                   ] 151.5/242.7 MB
 62%[===============================                   ] 151.5/242.7 MB
 62%[===============================                   ] 151.5/242.7 MB
 62%[===============================                   ] 151.5/242.7 MB
 62%[===============================                   ] 151.5/242.7 MB
 62%[===============================                   ] 151.5/242.7 MB
 62%[===============================                   ] 151.5/242.7 MB
 62%[===============================                   ] 151.5/242.7 MB
 62%[===============================                   ] 151.5/242.7 MB
 62%[===============================                   ] 151.6/242.7 MB
 62%[===============================                   ] 151.6/242.7 MB
 62%[===============================                   ] 151.6/242.7 MB
 62%[===============================                   ] 151.6/242.7 MB
 62%[===============================                   ] 151.6/242.7 MB
 62%[===============================                   ] 151.6/242.7 MB
 62%[===============================                   ] 151.6/242.7 MB
 62%[===============================                   ] 151.6/242.7 MB
 62%[===============================                   ] 151.6/242.7 MB
 62%[===============================                   ] 151.6/242.7 MB
 62%[===============================                   ] 151.6/242.7 MB
 62%[===============================                   ] 151.6/242.7 MB
 62%[===============================                   ] 151.6/242.7 MB
 62%[===============================                   ] 151.7/242.7 MB
 62%[===============================                   ] 151.7/242.7 MB
 62%[===============================                   ] 151.7/242.7 MB
 63%[===============================                   ] 151.7/242.7 MB
 63%[===============================                   ] 151.7/242.7 MB
 63%[===============================                   ] 151.7/242.7 MB
 63%[===============================                   ] 151.7/242.7 MB
 63%[===============================                   ] 151.7/242.7 MB
 63%[===============================                   ] 151.7/242.7 MB
 63%[===============================                   ] 151.7/242.7 MB
 63%[===============================                   ] 151.7/242.7 MB
 63%[===============================                   ] 151.7/242.7 MB
 63%[===============================                   ] 151.8/242.7 MB
 63%[===============================                   ] 151.8/242.7 MB
 63%[===============================                   ] 151.8/242.7 MB
 63%[===============================                   ] 151.8/242.7 MB
 63%[===============================                   ] 151.8/242.7 MB
 63%[===============================                   ] 151.8/242.7 MB
 63%[===============================                   ] 151.8/242.7 MB
 63%[===============================                   ] 151.8/242.7 MB
 63%[===============================                   ] 151.8/242.7 MB
 63%[===============================                   ] 151.8/242.7 MB
 63%[===============================                   ] 151.8/242.7 MB
 63%[===============================                   ] 151.8/242.7 MB
 63%[===============================                   ] 151.8/242.7 MB
 63%[===============================                   ] 151.9/242.7 MB
 63%[===============================                   ] 151.9/242.7 MB
 63%[===============================                   ] 151.9/242.7 MB
 63%[===============================                   ] 151.9/242.7 MB
 63%[===============================                   ] 151.9/242.7 MB
 63%[===============================                   ] 151.9/242.7 MB
 63%[===============================                   ] 151.9/242.7 MB
 63%[===============================                   ] 151.9/242.7 MB
 63%[===============================                   ] 151.9/242.7 MB
 63%[===============================                   ] 151.9/242.7 MB
 63%[===============================                   ] 151.9/242.7 MB
 63%[===============================                   ] 151.9/242.7 MB
 63%[===============================                   ] 151.9/242.7 MB
 63%[===============================                   ] 152.0/242.7 MB
 63%[===============================                   ] 152.0/242.7 MB
 63%[===============================                   ] 152.0/242.7 MB
 63%[===============================                   ] 152.0/242.7 MB
 63%[===============================                   ] 152.0/242.7 MB
 63%[===============================                   ] 152.0/242.7 MB
 63%[===============================                   ] 152.0/242.7 MB
 63%[===============================                   ] 152.0/242.7 MB
 63%[===============================                   ] 152.0/242.7 MB
 63%[===============================                   ] 152.0/242.7 MB
 63%[===============================                   ] 152.0/242.7 MB
 63%[===============================                   ] 152.0/242.7 MB
 63%[===============================                   ] 152.0/242.7 MB
 63%[===============================                   ] 152.1/242.7 MB
 63%[===============================                   ] 152.1/242.7 MB
 63%[===============================                   ] 152.1/242.7 MB
 63%[===============================                   ] 152.1/242.7 MB
 63%[===============================                   ] 152.1/242.7 MB
 63%[===============================                   ] 152.1/242.7 MB
 63%[===============================                   ] 152.1/242.7 MB
 63%[===============================                   ] 152.1/242.7 MB
 63%[===============================                   ] 152.1/242.7 MB
 63%[===============================                   ] 152.1/242.7 MB
 63%[===============================                   ] 152.1/242.7 MB
 63%[===============================                   ] 152.1/242.7 MB
 63%[===============================                   ] 152.1/242.7 MB
 63%[===============================                   ] 152.2/242.7 MB
 63%[===============================                   ] 152.2/242.7 MB
 63%[===============================                   ] 152.2/242.7 MB
 63%[===============================                   ] 152.2/242.7 MB
 63%[===============================                   ] 152.2/242.7 MB
 63%[===============================                   ] 152.2/242.7 MB
 63%[===============================                   ] 152.2/242.7 MB
 63%[===============================                   ] 152.2/242.7 MB
 63%[===============================                   ] 152.2/242.7 MB
 63%[===============================                   ] 152.2/242.7 MB
 63%[===============================                   ] 152.2/242.7 MB
 63%[===============================                   ] 152.2/242.7 MB
 63%[===============================                   ] 152.2/242.7 MB
 63%[===============================                   ] 152.3/242.7 MB
 63%[===============================                   ] 152.3/242.7 MB
 63%[===============================                   ] 152.3/242.7 MB
 63%[===============================                   ] 152.3/242.7 MB
 63%[===============================                   ] 152.3/242.7 MB
 63%[===============================                   ] 152.3/242.7 MB
 63%[===============================                   ] 152.3/242.7 MB
 63%[===============================                   ] 152.3/242.7 MB
 63%[===============================                   ] 152.3/242.7 MB
 63%[===============================                   ] 152.3/242.7 MB
 63%[===============================                   ] 152.3/242.7 MB
 63%[===============================                   ] 152.3/242.7 MB
 63%[===============================                   ] 152.4/242.7 MB
 63%[===============================                   ] 152.4/242.7 MB
 63%[===============================                   ] 152.4/242.7 MB
 63%[===============================                   ] 152.4/242.7 MB
 63%[===============================                   ] 152.4/242.7 MB
 63%[===============================                   ] 152.4/242.7 MB
 63%[===============================                   ] 152.4/242.7 MB
 63%[===============================                   ] 152.4/242.7 MB
 63%[===============================                   ] 152.4/242.7 MB
 63%[===============================                   ] 152.4/242.7 MB
 63%[===============================                   ] 152.4/242.7 MB
 63%[===============================                   ] 152.4/242.7 MB
 63%[===============================                   ] 152.4/242.7 MB
 63%[===============================                   ] 152.5/242.7 MB
 63%[===============================                   ] 152.5/242.7 MB
 63%[===============================                   ] 152.5/242.7 MB
 63%[===============================                   ] 152.5/242.7 MB
 63%[===============================                   ] 152.5/242.7 MB
 63%[===============================                   ] 152.5/242.7 MB
 63%[===============================                   ] 152.5/242.7 MB
 63%[===============================                   ] 152.5/242.7 MB
 63%[===============================                   ] 152.5/242.7 MB
 63%[===============================                   ] 152.5/242.7 MB
 63%[===============================                   ] 152.5/242.7 MB
 63%[===============================                   ] 152.5/242.7 MB
 63%[===============================                   ] 152.5/242.7 MB
 63%[===============================                   ] 152.6/242.7 MB
 63%[===============================                   ] 152.6/242.7 MB
 63%[===============================                   ] 152.6/242.7 MB
 63%[===============================                   ] 152.6/242.7 MB
 63%[===============================                   ] 152.6/242.7 MB
 63%[===============================                   ] 152.6/242.7 MB
 63%[===============================                   ] 152.6/242.7 MB
 63%[===============================                   ] 152.6/242.7 MB
 63%[===============================                   ] 152.6/242.7 MB
 63%[===============================                   ] 152.6/242.7 MB
 63%[===============================                   ] 152.6/242.7 MB
 63%[===============================                   ] 152.6/242.7 MB
 63%[===============================                   ] 152.6/242.7 MB
 63%[===============================                   ] 152.7/242.7 MB
 63%[===============================                   ] 152.7/242.7 MB
 63%[===============================                   ] 152.7/242.7 MB
 63%[===============================                   ] 152.7/242.7 MB
 63%[===============================                   ] 152.7/242.7 MB
 63%[===============================                   ] 152.7/242.7 MB
 63%[===============================                   ] 152.7/242.7 MB
 63%[===============================                   ] 152.7/242.7 MB
 63%[===============================                   ] 152.7/242.7 MB
 63%[===============================                   ] 152.7/242.7 MB
 63%[===============================                   ] 152.7/242.7 MB
 63%[===============================                   ] 152.7/242.7 MB
 63%[===============================                   ] 152.8/242.7 MB
 63%[===============================                   ] 152.8/242.7 MB
 63%[===============================                   ] 152.8/242.7 MB
 63%[===============================                   ] 152.8/242.7 MB
 63%[===============================                   ] 152.8/242.7 MB
 63%[===============================                   ] 152.8/242.7 MB
 63%[===============================                   ] 152.8/242.7 MB
 63%[===============================                   ] 152.8/242.7 MB
 63%[===============================                   ] 152.8/242.7 MB
 63%[===============================                   ] 152.8/242.7 MB
 63%[===============================                   ] 152.8/242.7 MB
 63%[===============================                   ] 152.8/242.7 MB
 63%[===============================                   ] 152.8/242.7 MB
 63%[===============================                   ] 152.9/242.7 MB
 63%[===============================                   ] 152.9/242.7 MB
 63%[===============================                   ] 152.9/242.7 MB
 63%[===============================                   ] 152.9/242.7 MB
 63%[===============================                   ] 152.9/242.7 MB
 63%[===============================                   ] 152.9/242.7 MB
 63%[===============================                   ] 152.9/242.7 MB
 63%[===============================                   ] 152.9/242.7 MB
 63%[===============================                   ] 152.9/242.7 MB
 63%[===============================                   ] 152.9/242.7 MB
 63%[===============================                   ] 152.9/242.7 MB
 63%[===============================                   ] 152.9/242.7 MB
 63%[===============================                   ] 152.9/242.7 MB
 63%[===============================                   ] 153.0/242.7 MB
 63%[===============================                   ] 153.0/242.7 MB
 63%[===============================                   ] 153.0/242.7 MB
 63%[===============================                   ] 153.0/242.7 MB
 63%[===============================                   ] 153.0/242.7 MB
 63%[===============================                   ] 153.0/242.7 MB
 63%[===============================                   ] 153.0/242.7 MB
 63%[===============================                   ] 153.0/242.7 MB
 63%[===============================                   ] 153.0/242.7 MB
 63%[===============================                   ] 153.0/242.7 MB
 63%[===============================                   ] 153.0/242.7 MB
 63%[===============================                   ] 153.0/242.7 MB
 63%[===============================                   ] 153.0/242.7 MB
 63%[===============================                   ] 153.1/242.7 MB
 63%[===============================                   ] 153.1/242.7 MB
 63%[===============================                   ] 153.1/242.7 MB
 63%[===============================                   ] 153.1/242.7 MB
 63%[===============================                   ] 153.1/242.7 MB
 63%[===============================                   ] 153.1/242.7 MB
 63%[===============================                   ] 153.1/242.7 MB
 63%[===============================                   ] 153.1/242.7 MB
 63%[===============================                   ] 153.1/242.7 MB
 63%[===============================                   ] 153.1/242.7 MB
 63%[===============================                   ] 153.1/242.7 MB
 63%[===============================                   ] 153.1/242.7 MB
 63%[===============================                   ] 153.1/242.7 MB
 63%[===============================                   ] 153.2/242.7 MB
 63%[===============================                   ] 153.2/242.7 MB
 63%[===============================                   ] 153.2/242.7 MB
 63%[===============================                   ] 153.2/242.7 MB
 63%[===============================                   ] 153.2/242.7 MB
 63%[===============================                   ] 153.2/242.7 MB
 63%[===============================                   ] 153.2/242.7 MB
 63%[===============================                   ] 153.2/242.7 MB
 63%[===============================                   ] 153.2/242.7 MB
 63%[===============================                   ] 153.2/242.7 MB
 63%[===============================                   ] 153.2/242.7 MB
 63%[===============================                   ] 153.2/242.7 MB
 63%[===============================                   ] 153.2/242.7 MB
 63%[===============================                   ] 153.3/242.7 MB
 63%[===============================                   ] 153.3/242.7 MB
 63%[===============================                   ] 153.3/242.7 MB
 63%[===============================                   ] 153.3/242.7 MB
 63%[===============================                   ] 153.3/242.7 MB
 63%[===============================                   ] 153.3/242.7 MB
 63%[===============================                   ] 153.3/242.7 MB
 63%[===============================                   ] 153.3/242.7 MB
 63%[===============================                   ] 153.3/242.7 MB
 63%[===============================                   ] 153.3/242.7 MB
 63%[===============================                   ] 153.3/242.7 MB
 63%[===============================                   ] 153.3/242.7 MB
 63%[===============================                   ] 153.4/242.7 MB
 63%[===============================                   ] 153.4/242.7 MB
 63%[===============================                   ] 153.4/242.7 MB
 63%[===============================                   ] 153.4/242.7 MB
 63%[===============================                   ] 153.4/242.7 MB
 63%[===============================                   ] 153.4/242.7 MB
 63%[===============================                   ] 153.4/242.7 MB
 63%[===============================                   ] 153.4/242.7 MB
 63%[===============================                   ] 153.4/242.7 MB
 63%[===============================                   ] 153.4/242.7 MB
 63%[===============================                   ] 153.4/242.7 MB
 63%[===============================                   ] 153.4/242.7 MB
 63%[===============================                   ] 153.4/242.7 MB
 63%[===============================                   ] 153.5/242.7 MB
 63%[===============================                   ] 153.5/242.7 MB
 63%[===============================                   ] 153.5/242.7 MB
 63%[===============================                   ] 153.5/242.7 MB
 63%[===============================                   ] 153.5/242.7 MB
 63%[===============================                   ] 153.5/242.7 MB
 63%[===============================                   ] 153.5/242.7 MB
 63%[===============================                   ] 153.5/242.7 MB
 63%[===============================                   ] 153.5/242.7 MB
 63%[===============================                   ] 153.5/242.7 MB
 63%[===============================                   ] 153.5/242.7 MB
 63%[===============================                   ] 153.5/242.7 MB
 63%[===============================                   ] 153.5/242.7 MB
 63%[===============================                   ] 153.6/242.7 MB
 63%[===============================                   ] 153.6/242.7 MB
 63%[===============================                   ] 153.6/242.7 MB
 63%[===============================                   ] 153.6/242.7 MB
 63%[===============================                   ] 153.6/242.7 MB
 63%[===============================                   ] 153.6/242.7 MB
 63%[===============================                   ] 153.6/242.7 MB
 63%[===============================                   ] 153.6/242.7 MB
 63%[===============================                   ] 153.6/242.7 MB
 63%[===============================                   ] 153.6/242.7 MB
 63%[===============================                   ] 153.6/242.7 MB
 63%[===============================                   ] 153.6/242.7 MB
 63%[===============================                   ] 153.6/242.7 MB
 63%[===============================                   ] 153.7/242.7 MB
 63%[===============================                   ] 153.7/242.7 MB
 63%[===============================                   ] 153.7/242.7 MB
 63%[===============================                   ] 153.7/242.7 MB
 63%[===============================                   ] 153.7/242.7 MB
 63%[===============================                   ] 153.7/242.7 MB
 63%[===============================                   ] 153.7/242.7 MB
 63%[===============================                   ] 153.7/242.7 MB
 63%[===============================                   ] 153.7/242.7 MB
 63%[===============================                   ] 153.7/242.7 MB
 63%[===============================                   ] 153.7/242.7 MB
 63%[===============================                   ] 153.7/242.7 MB
 63%[===============================                   ] 153.8/242.7 MB
 63%[===============================                   ] 153.8/242.7 MB
 63%[===============================                   ] 153.8/242.7 MB
 63%[===============================                   ] 153.8/242.7 MB
 63%[===============================                   ] 153.8/242.7 MB
 63%[===============================                   ] 153.8/242.7 MB
 63%[===============================                   ] 153.8/242.7 MB
 63%[===============================                   ] 153.8/242.7 MB
 63%[===============================                   ] 153.8/242.7 MB
 63%[===============================                   ] 153.8/242.7 MB
 63%[===============================                   ] 153.8/242.7 MB
 63%[===============================                   ] 153.8/242.7 MB
 63%[===============================                   ] 153.8/242.7 MB
 63%[===============================                   ] 153.9/242.7 MB
 63%[===============================                   ] 153.9/242.7 MB
 63%[===============================                   ] 153.9/242.7 MB
 63%[===============================                   ] 153.9/242.7 MB
 63%[===============================                   ] 153.9/242.7 MB
 63%[===============================                   ] 153.9/242.7 MB
 63%[===============================                   ] 153.9/242.7 MB
 63%[===============================                   ] 153.9/242.7 MB
 63%[===============================                   ] 153.9/242.7 MB
 63%[===============================                   ] 153.9/242.7 MB
 63%[===============================                   ] 153.9/242.7 MB
 63%[===============================                   ] 153.9/242.7 MB
 63%[===============================                   ] 153.9/242.7 MB
 63%[===============================                   ] 154.0/242.7 MB
 63%[===============================                   ] 154.0/242.7 MB
 63%[===============================                   ] 154.0/242.7 MB
 63%[===============================                   ] 154.0/242.7 MB
 63%[===============================                   ] 154.0/242.7 MB
 63%[===============================                   ] 154.0/242.7 MB
 63%[===============================                   ] 154.0/242.7 MB
 63%[===============================                   ] 154.0/242.7 MB
 63%[===============================                   ] 154.0/242.7 MB
 63%[===============================                   ] 154.0/242.7 MB
 63%[===============================                   ] 154.0/242.7 MB
 63%[===============================                   ] 154.0/242.7 MB
 63%[===============================                   ] 154.0/242.7 MB
 63%[===============================                   ] 154.1/242.7 MB
 63%[===============================                   ] 154.1/242.7 MB
 63%[===============================                   ] 154.1/242.7 MB
 63%[===============================                   ] 154.1/242.7 MB
 63%[===============================                   ] 154.1/242.7 MB
 63%[===============================                   ] 154.1/242.7 MB
 64%[===============================                   ] 154.1/242.7 MB
 64%[===============================                   ] 154.1/242.7 MB
 64%[===============================                   ] 154.1/242.7 MB
 64%[===============================                   ] 154.1/242.7 MB
 64%[===============================                   ] 154.1/242.7 MB
 64%[===============================                   ] 154.1/242.7 MB
 64%[===============================                   ] 154.1/242.7 MB
 64%[===============================                   ] 154.2/242.7 MB
 64%[===============================                   ] 154.2/242.7 MB
 64%[===============================                   ] 154.2/242.7 MB
 64%[===============================                   ] 154.2/242.7 MB
 64%[===============================                   ] 154.2/242.7 MB
 64%[===============================                   ] 154.2/242.7 MB
 64%[===============================                   ] 154.2/242.7 MB
 64%[===============================                   ] 154.2/242.7 MB
 64%[===============================                   ] 154.2/242.7 MB
 64%[===============================                   ] 154.2/242.7 MB
 64%[===============================                   ] 154.2/242.7 MB
 64%[===============================                   ] 154.2/242.7 MB
 64%[===============================                   ] 154.2/242.7 MB
 64%[===============================                   ] 154.3/242.7 MB
 64%[===============================                   ] 154.3/242.7 MB
 64%[===============================                   ] 154.3/242.7 MB
 64%[===============================                   ] 154.3/242.7 MB
 64%[===============================                   ] 154.3/242.7 MB
 64%[===============================                   ] 154.3/242.7 MB
 64%[===============================                   ] 154.3/242.7 MB
 64%[===============================                   ] 154.3/242.7 MB
 64%[===============================                   ] 154.3/242.7 MB
 64%[===============================                   ] 154.3/242.7 MB
 64%[===============================                   ] 154.3/242.7 MB
 64%[===============================                   ] 154.3/242.7 MB
 64%[===============================                   ] 154.4/242.7 MB
 64%[===============================                   ] 154.4/242.7 MB
 64%[===============================                   ] 154.4/242.7 MB
 64%[===============================                   ] 154.4/242.7 MB
 64%[===============================                   ] 154.4/242.7 MB
 64%[===============================                   ] 154.4/242.7 MB
 64%[===============================                   ] 154.4/242.7 MB
 64%[===============================                   ] 154.4/242.7 MB
 64%[===============================                   ] 154.4/242.7 MB
 64%[===============================                   ] 154.4/242.7 MB
 64%[===============================                   ] 154.4/242.7 MB
 64%[===============================                   ] 154.4/242.7 MB
 64%[===============================                   ] 154.4/242.7 MB
 64%[===============================                   ] 154.5/242.7 MB
 64%[===============================                   ] 154.5/242.7 MB
 64%[===============================                   ] 154.5/242.7 MB
 64%[===============================                   ] 154.5/242.7 MB
 64%[===============================                   ] 154.5/242.7 MB
 64%[===============================                   ] 154.5/242.7 MB
 64%[===============================                   ] 154.5/242.7 MB
 64%[===============================                   ] 154.5/242.7 MB
 64%[===============================                   ] 154.5/242.7 MB
 64%[===============================                   ] 154.5/242.7 MB
 64%[===============================                   ] 154.5/242.7 MB
 64%[===============================                   ] 154.5/242.7 MB
 64%[===============================                   ] 154.5/242.7 MB
 64%[===============================                   ] 154.6/242.7 MB
 64%[===============================                   ] 154.6/242.7 MB
 64%[===============================                   ] 154.6/242.7 MB
 64%[===============================                   ] 154.6/242.7 MB
 64%[===============================                   ] 154.6/242.7 MB
 64%[===============================                   ] 154.6/242.7 MB
 64%[===============================                   ] 154.6/242.7 MB
 64%[===============================                   ] 154.6/242.7 MB
 64%[===============================                   ] 154.6/242.7 MB
 64%[===============================                   ] 154.6/242.7 MB
 64%[===============================                   ] 154.6/242.7 MB
 64%[===============================                   ] 154.6/242.7 MB
 64%[===============================                   ] 154.6/242.7 MB
 64%[===============================                   ] 154.7/242.7 MB
 64%[===============================                   ] 154.7/242.7 MB
 64%[===============================                   ] 154.7/242.7 MB
 64%[===============================                   ] 154.7/242.7 MB
 64%[===============================                   ] 154.7/242.7 MB
 64%[===============================                   ] 154.7/242.7 MB
 64%[===============================                   ] 154.7/242.7 MB
 64%[===============================                   ] 154.7/242.7 MB
 64%[===============================                   ] 154.7/242.7 MB
 64%[===============================                   ] 154.7/242.7 MB
 64%[===============================                   ] 154.7/242.7 MB
 64%[===============================                   ] 154.7/242.7 MB
 64%[===============================                   ] 154.8/242.7 MB
 64%[===============================                   ] 154.8/242.7 MB
 64%[===============================                   ] 154.8/242.7 MB
 64%[===============================                   ] 154.8/242.7 MB
 64%[===============================                   ] 154.8/242.7 MB
 64%[===============================                   ] 154.8/242.7 MB
 64%[===============================                   ] 154.8/242.7 MB
 64%[===============================                   ] 154.8/242.7 MB
 64%[===============================                   ] 154.8/242.7 MB
 64%[===============================                   ] 154.8/242.7 MB
 64%[===============================                   ] 154.8/242.7 MB
 64%[===============================                   ] 154.8/242.7 MB
 64%[===============================                   ] 154.8/242.7 MB
 64%[===============================                   ] 154.9/242.7 MB
 64%[===============================                   ] 154.9/242.7 MB
 64%[===============================                   ] 154.9/242.7 MB
 64%[===============================                   ] 154.9/242.7 MB
 64%[===============================                   ] 154.9/242.7 MB
 64%[===============================                   ] 154.9/242.7 MB
 64%[===============================                   ] 154.9/242.7 MB
 64%[===============================                   ] 154.9/242.7 MB
 64%[===============================                   ] 154.9/242.7 MB
 64%[===============================                   ] 154.9/242.7 MB
 64%[===============================                   ] 154.9/242.7 MB
 64%[===============================                   ] 154.9/242.7 MB
 64%[===============================                   ] 154.9/242.7 MB
 64%[===============================                   ] 155.0/242.7 MB
 64%[===============================                   ] 155.0/242.7 MB
 64%[===============================                   ] 155.0/242.7 MB
 64%[===============================                   ] 155.0/242.7 MB
 64%[===============================                   ] 155.0/242.7 MB
 64%[===============================                   ] 155.0/242.7 MB
 64%[===============================                   ] 155.0/242.7 MB
 64%[===============================                   ] 155.0/242.7 MB
 64%[===============================                   ] 155.0/242.7 MB
 64%[===============================                   ] 155.0/242.7 MB
 64%[===============================                   ] 155.0/242.7 MB
 64%[===============================                   ] 155.0/242.7 MB
 64%[===============================                   ] 155.0/242.7 MB
 64%[===============================                   ] 155.1/242.7 MB
 64%[===============================                   ] 155.1/242.7 MB
 64%[===============================                   ] 155.1/242.7 MB
 64%[===============================                   ] 155.1/242.7 MB
 64%[===============================                   ] 155.1/242.7 MB
 64%[===============================                   ] 155.1/242.7 MB
 64%[===============================                   ] 155.1/242.7 MB
 64%[===============================                   ] 155.1/242.7 MB
 64%[===============================                   ] 155.1/242.7 MB
 64%[===============================                   ] 155.1/242.7 MB
 64%[===============================                   ] 155.1/242.7 MB
 64%[===============================                   ] 155.1/242.7 MB
 64%[===============================                   ] 155.1/242.7 MB
 64%[===============================                   ] 155.2/242.7 MB
 64%[===============================                   ] 155.2/242.7 MB
 64%[===============================                   ] 155.2/242.7 MB
 64%[===============================                   ] 155.2/242.7 MB
 64%[===============================                   ] 155.2/242.7 MB
 64%[===============================                   ] 155.2/242.7 MB
 64%[===============================                   ] 155.2/242.7 MB
 64%[===============================                   ] 155.2/242.7 MB
 64%[===============================                   ] 155.2/242.7 MB
 64%[===============================                   ] 155.2/242.7 MB
 64%[===============================                   ] 155.2/242.7 MB
 64%[===============================                   ] 155.2/242.7 MB
 64%[===============================                   ] 155.2/242.7 MB
 64%[===============================                   ] 155.3/242.7 MB
 64%[===============================                   ] 155.3/242.7 MB
 64%[===============================                   ] 155.3/242.7 MB
 64%[===============================                   ] 155.3/242.7 MB
 64%[===============================                   ] 155.3/242.7 MB
 64%[===============================                   ] 155.3/242.7 MB
 64%[===============================                   ] 155.3/242.7 MB
 64%[===============================                   ] 155.3/242.7 MB
 64%[================================                  ] 155.3/242.7 MB
 64%[================================                  ] 155.3/242.7 MB
 64%[================================                  ] 155.3/242.7 MB
 64%[================================                  ] 155.3/242.7 MB
 64%[================================                  ] 155.4/242.7 MB
 64%[================================                  ] 155.4/242.7 MB
 64%[================================                  ] 155.4/242.7 MB
 64%[================================                  ] 155.4/242.7 MB
 64%[================================                  ] 155.4/242.7 MB
 64%[================================                  ] 155.4/242.7 MB
 64%[================================                  ] 155.4/242.7 MB
 64%[================================                  ] 155.4/242.7 MB
 64%[================================                  ] 155.4/242.7 MB
 64%[================================                  ] 155.4/242.7 MB
 64%[================================                  ] 155.4/242.7 MB
 64%[================================                  ] 155.4/242.7 MB
 64%[================================                  ] 155.4/242.7 MB
 64%[================================                  ] 155.5/242.7 MB
 64%[================================                  ] 155.5/242.7 MB
 64%[================================                  ] 155.5/242.7 MB
 64%[================================                  ] 155.5/242.7 MB
 64%[================================                  ] 155.5/242.7 MB
 64%[================================                  ] 155.5/242.7 MB
 64%[================================                  ] 155.5/242.7 MB
 64%[================================                  ] 155.5/242.7 MB
 64%[================================                  ] 155.5/242.7 MB
 64%[================================                  ] 155.5/242.7 MB
 64%[================================                  ] 155.5/242.7 MB
 64%[================================                  ] 155.5/242.7 MB
 64%[================================                  ] 155.5/242.7 MB
 64%[================================                  ] 155.6/242.7 MB
 64%[================================                  ] 155.6/242.7 MB
 64%[================================                  ] 155.6/242.7 MB
 64%[================================                  ] 155.6/242.7 MB
 64%[================================                  ] 155.6/242.7 MB
 64%[================================                  ] 155.6/242.7 MB
 64%[================================                  ] 155.6/242.7 MB
 64%[================================                  ] 155.6/242.7 MB
 64%[================================                  ] 155.6/242.7 MB
 64%[================================                  ] 155.6/242.7 MB
 64%[================================                  ] 155.6/242.7 MB
 64%[================================                  ] 155.6/242.7 MB
 64%[================================                  ] 155.6/242.7 MB
 64%[================================                  ] 155.7/242.7 MB
 64%[================================                  ] 155.7/242.7 MB
 64%[================================                  ] 155.7/242.7 MB
 64%[================================                  ] 155.7/242.7 MB
 64%[================================                  ] 155.7/242.7 MB
 64%[================================                  ] 155.7/242.7 MB
 64%[================================                  ] 155.7/242.7 MB
 64%[================================                  ] 155.7/242.7 MB
 64%[================================                  ] 155.7/242.7 MB
 64%[================================                  ] 155.7/242.7 MB
 64%[================================                  ] 155.7/242.7 MB
 64%[================================                  ] 155.7/242.7 MB
 64%[================================                  ] 155.8/242.7 MB
 64%[================================                  ] 155.8/242.7 MB
 64%[================================                  ] 155.8/242.7 MB
 64%[================================                  ] 155.8/242.7 MB
 64%[================================                  ] 155.8/242.7 MB
 64%[================================                  ] 155.8/242.7 MB
 64%[================================                  ] 155.8/242.7 MB
 64%[================================                  ] 155.8/242.7 MB
 64%[================================                  ] 155.8/242.7 MB
 64%[================================                  ] 155.8/242.7 MB
 64%[================================                  ] 155.8/242.7 MB
 64%[================================                  ] 155.8/242.7 MB
 64%[================================                  ] 155.8/242.7 MB
 64%[================================                  ] 155.9/242.7 MB
 64%[================================                  ] 155.9/242.7 MB
 64%[================================                  ] 155.9/242.7 MB
 64%[================================                  ] 155.9/242.7 MB
 64%[================================                  ] 155.9/242.7 MB
 64%[================================                  ] 155.9/242.7 MB
 64%[================================                  ] 155.9/242.7 MB
 64%[================================                  ] 155.9/242.7 MB
 64%[================================                  ] 155.9/242.7 MB
 64%[================================                  ] 155.9/242.7 MB
 64%[================================                  ] 155.9/242.7 MB
 64%[================================                  ] 155.9/242.7 MB
 64%[================================                  ] 155.9/242.7 MB
 64%[================================                  ] 156.0/242.7 MB
 64%[================================                  ] 156.0/242.7 MB
 64%[================================                  ] 156.0/242.7 MB
 64%[================================                  ] 156.0/242.7 MB
 64%[================================                  ] 156.0/242.7 MB
 64%[================================                  ] 156.0/242.7 MB
 64%[================================                  ] 156.0/242.7 MB
 64%[================================                  ] 156.0/242.7 MB
 64%[================================                  ] 156.0/242.7 MB
 64%[================================                  ] 156.0/242.7 MB
 64%[================================                  ] 156.0/242.7 MB
 64%[================================                  ] 156.0/242.7 MB
 64%[================================                  ] 156.0/242.7 MB
 64%[================================                  ] 156.1/242.7 MB
 64%[================================                  ] 156.1/242.7 MB
 64%[================================                  ] 156.1/242.7 MB
 64%[================================                  ] 156.1/242.7 MB
 64%[================================                  ] 156.1/242.7 MB
 64%[================================                  ] 156.1/242.7 MB
 64%[================================                  ] 156.1/242.7 MB
 64%[================================                  ] 156.1/242.7 MB
 64%[================================                  ] 156.1/242.7 MB
 64%[================================                  ] 156.1/242.7 MB
 64%[================================                  ] 156.1/242.7 MB
 64%[================================                  ] 156.1/242.7 MB
 64%[================================                  ] 156.1/242.7 MB
 64%[================================                  ] 156.2/242.7 MB
 64%[================================                  ] 156.2/242.7 MB
 64%[================================                  ] 156.2/242.7 MB
 64%[================================                  ] 156.2/242.7 MB
 64%[================================                  ] 156.2/242.7 MB
 64%[================================                  ] 156.2/242.7 MB
 64%[================================                  ] 156.2/242.7 MB
 64%[================================                  ] 156.2/242.7 MB
 64%[================================                  ] 156.2/242.7 MB
 64%[================================                  ] 156.2/242.7 MB
 64%[================================                  ] 156.2/242.7 MB
 64%[================================                  ] 156.2/242.7 MB
 64%[================================                  ] 156.2/242.7 MB
 64%[================================                  ] 156.3/242.7 MB
 64%[================================                  ] 156.3/242.7 MB
 64%[================================                  ] 156.3/242.7 MB
 64%[================================                  ] 156.3/242.7 MB
 64%[================================                  ] 156.3/242.7 MB
 64%[================================                  ] 156.3/242.7 MB
 64%[================================                  ] 156.3/242.7 MB
 64%[================================                  ] 156.3/242.7 MB
 64%[================================                  ] 156.3/242.7 MB
 64%[================================                  ] 156.3/242.7 MB
 64%[================================                  ] 156.3/242.7 MB
 64%[================================                  ] 156.3/242.7 MB
 64%[================================                  ] 156.4/242.7 MB
 64%[================================                  ] 156.4/242.7 MB
 64%[================================                  ] 156.4/242.7 MB
 64%[================================                  ] 156.4/242.7 MB
 64%[================================                  ] 156.4/242.7 MB
 64%[================================                  ] 156.4/242.7 MB
 64%[================================                  ] 156.4/242.7 MB
 64%[================================                  ] 156.4/242.7 MB
 64%[================================                  ] 156.4/242.7 MB
 64%[================================                  ] 156.4/242.7 MB
 64%[================================                  ] 156.4/242.7 MB
 64%[================================                  ] 156.4/242.7 MB
 64%[================================                  ] 156.4/242.7 MB
 64%[================================                  ] 156.5/242.7 MB
 64%[================================                  ] 156.5/242.7 MB
 64%[================================                  ] 156.5/242.7 MB
 64%[================================                  ] 156.5/242.7 MB
 64%[================================                  ] 156.5/242.7 MB
 64%[================================                  ] 156.5/242.7 MB
 64%[================================                  ] 156.5/242.7 MB
 64%[================================                  ] 156.5/242.7 MB
 64%[================================                  ] 156.5/242.7 MB
 64%[================================                  ] 156.5/242.7 MB
 65%[================================                  ] 156.5/242.7 MB
 65%[================================                  ] 156.5/242.7 MB
 65%[================================                  ] 156.5/242.7 MB
 65%[================================                  ] 156.6/242.7 MB
 65%[================================                  ] 156.6/242.7 MB
 65%[================================                  ] 156.6/242.7 MB
 65%[================================                  ] 156.6/242.7 MB
 65%[================================                  ] 156.6/242.7 MB
 65%[================================                  ] 156.6/242.7 MB
 65%[================================                  ] 156.6/242.7 MB
 65%[================================                  ] 156.6/242.7 MB
 65%[================================                  ] 156.6/242.7 MB
 65%[================================                  ] 156.6/242.7 MB
 65%[================================                  ] 156.6/242.7 MB
 65%[================================                  ] 156.6/242.7 MB
 65%[================================                  ] 156.6/242.7 MB
 65%[================================                  ] 156.7/242.7 MB
 65%[================================                  ] 156.7/242.7 MB
 65%[================================                  ] 156.7/242.7 MB
 65%[================================                  ] 156.7/242.7 MB
 65%[================================                  ] 156.7/242.7 MB
 65%[================================                  ] 156.7/242.7 MB
 65%[================================                  ] 156.7/242.7 MB
 65%[================================                  ] 156.7/242.7 MB
 65%[================================                  ] 156.7/242.7 MB
 65%[================================                  ] 156.7/242.7 MB
 65%[================================                  ] 156.7/242.7 MB
 65%[================================                  ] 156.7/242.7 MB
 65%[================================                  ] 156.8/242.7 MB
 65%[================================                  ] 156.8/242.7 MB
 65%[================================                  ] 156.8/242.7 MB
 65%[================================                  ] 156.8/242.7 MB
 65%[================================                  ] 156.8/242.7 MB
 65%[================================                  ] 156.8/242.7 MB
 65%[================================                  ] 156.8/242.7 MB
 65%[================================                  ] 156.8/242.7 MB
 65%[================================                  ] 156.8/242.7 MB
 65%[================================                  ] 156.8/242.7 MB
 65%[================================                  ] 156.8/242.7 MB
 65%[================================                  ] 156.8/242.7 MB
 65%[================================                  ] 156.8/242.7 MB
 65%[================================                  ] 156.9/242.7 MB
 65%[================================                  ] 156.9/242.7 MB
 65%[================================                  ] 156.9/242.7 MB
 65%[================================                  ] 156.9/242.7 MB
 65%[================================                  ] 156.9/242.7 MB
 65%[================================                  ] 156.9/242.7 MB
 65%[================================                  ] 156.9/242.7 MB
 65%[================================                  ] 156.9/242.7 MB
 65%[================================                  ] 156.9/242.7 MB
 65%[================================                  ] 156.9/242.7 MB
 65%[================================                  ] 156.9/242.7 MB
 65%[================================                  ] 156.9/242.7 MB
 65%[================================                  ] 156.9/242.7 MB
 65%[================================                  ] 157.0/242.7 MB
 65%[================================                  ] 157.0/242.7 MB
 65%[================================                  ] 157.0/242.7 MB
 65%[================================                  ] 157.0/242.7 MB
 65%[================================                  ] 157.0/242.7 MB
 65%[================================                  ] 157.0/242.7 MB
 65%[================================                  ] 157.0/242.7 MB
 65%[================================                  ] 157.0/242.7 MB
 65%[================================                  ] 157.0/242.7 MB
 65%[================================                  ] 157.0/242.7 MB
 65%[================================                  ] 157.0/242.7 MB
 65%[================================                  ] 157.0/242.7 MB
 65%[================================                  ] 157.0/242.7 MB
 65%[================================                  ] 157.1/242.7 MB
 65%[================================                  ] 157.1/242.7 MB
 65%[================================                  ] 157.1/242.7 MB
 65%[================================                  ] 157.1/242.7 MB
 65%[================================                  ] 157.1/242.7 MB
 65%[================================                  ] 157.1/242.7 MB
 65%[================================                  ] 157.1/242.7 MB
 65%[================================                  ] 157.1/242.7 MB
 65%[================================                  ] 157.1/242.7 MB
 65%[================================                  ] 157.1/242.7 MB
 65%[================================                  ] 157.1/242.7 MB
 65%[================================                  ] 157.1/242.7 MB
 65%[================================                  ] 157.1/242.7 MB
 65%[================================                  ] 157.2/242.7 MB
 65%[================================                  ] 157.2/242.7 MB
 65%[================================                  ] 157.2/242.7 MB
 65%[================================                  ] 157.2/242.7 MB
 65%[================================                  ] 157.2/242.7 MB
 65%[================================                  ] 157.2/242.7 MB
 65%[================================                  ] 157.2/242.7 MB
 65%[================================                  ] 157.2/242.7 MB
 65%[================================                  ] 157.2/242.7 MB
 65%[================================                  ] 157.2/242.7 MB
 65%[================================                  ] 157.2/242.7 MB
 65%[================================                  ] 157.2/242.7 MB
 65%[================================                  ] 157.2/242.7 MB
 65%[================================                  ] 157.3/242.7 MB
 65%[================================                  ] 157.3/242.7 MB
 65%[================================                  ] 157.3/242.7 MB
 65%[================================                  ] 157.3/242.7 MB
 65%[================================                  ] 157.3/242.7 MB
 65%[================================                  ] 157.3/242.7 MB
 65%[================================                  ] 157.3/242.7 MB
 65%[================================                  ] 157.3/242.7 MB
 65%[================================                  ] 157.3/242.7 MB
 65%[================================                  ] 157.3/242.7 MB
 65%[================================                  ] 157.3/242.7 MB
 65%[================================                  ] 157.3/242.7 MB
 65%[================================                  ] 157.4/242.7 MB
 65%[================================                  ] 157.4/242.7 MB
 65%[================================                  ] 157.4/242.7 MB
 65%[================================                  ] 157.4/242.7 MB
 65%[================================                  ] 157.4/242.7 MB
 65%[================================                  ] 157.4/242.7 MB
 65%[================================                  ] 157.4/242.7 MB
 65%[================================                  ] 157.4/242.7 MB
 65%[================================                  ] 157.4/242.7 MB
 65%[================================                  ] 157.4/242.7 MB
 65%[================================                  ] 157.4/242.7 MB
 65%[================================                  ] 157.4/242.7 MB
 65%[================================                  ] 157.4/242.7 MB
 65%[================================                  ] 157.5/242.7 MB
 65%[================================                  ] 157.5/242.7 MB
 65%[================================                  ] 157.5/242.7 MB
 65%[================================                  ] 157.5/242.7 MB
 65%[================================                  ] 157.5/242.7 MB
 65%[================================                  ] 157.5/242.7 MB
 65%[================================                  ] 157.5/242.7 MB
 65%[================================                  ] 157.5/242.7 MB
 65%[================================                  ] 157.5/242.7 MB
 65%[================================                  ] 157.5/242.7 MB
 65%[================================                  ] 157.5/242.7 MB
 65%[================================                  ] 157.5/242.7 MB
 65%[================================                  ] 157.5/242.7 MB
 65%[================================                  ] 157.6/242.7 MB
 65%[================================                  ] 157.6/242.7 MB
 65%[================================                  ] 157.6/242.7 MB
 65%[================================                  ] 157.6/242.7 MB
 65%[================================                  ] 157.6/242.7 MB
 65%[================================                  ] 157.6/242.7 MB
 65%[================================                  ] 157.6/242.7 MB
 65%[================================                  ] 157.6/242.7 MB
 65%[================================                  ] 157.6/242.7 MB
 65%[================================                  ] 157.6/242.7 MB
 65%[================================                  ] 157.6/242.7 MB
 65%[================================                  ] 157.6/242.7 MB
 65%[================================                  ] 157.6/242.7 MB
 65%[================================                  ] 157.7/242.7 MB
 65%[================================                  ] 157.7/242.7 MB
 65%[================================                  ] 157.7/242.7 MB
 65%[================================                  ] 157.7/242.7 MB
 65%[================================                  ] 157.7/242.7 MB
 65%[================================                  ] 157.7/242.7 MB
 65%[================================                  ] 157.7/242.7 MB
 65%[================================                  ] 157.7/242.7 MB
 65%[================================                  ] 157.7/242.7 MB
 65%[================================                  ] 157.7/242.7 MB
 65%[================================                  ] 157.7/242.7 MB
 65%[================================                  ] 157.7/242.7 MB
 65%[================================                  ] 157.8/242.7 MB
 65%[================================                  ] 157.8/242.7 MB
 65%[================================                  ] 157.8/242.7 MB
 65%[================================                  ] 157.8/242.7 MB
 65%[================================                  ] 157.8/242.7 MB
 65%[================================                  ] 157.8/242.7 MB
 65%[================================                  ] 157.8/242.7 MB
 65%[================================                  ] 157.8/242.7 MB
 65%[================================                  ] 157.8/242.7 MB
 65%[================================                  ] 157.8/242.7 MB
 65%[================================                  ] 157.8/242.7 MB
 65%[================================                  ] 157.8/242.7 MB
 65%[================================                  ] 157.8/242.7 MB
 65%[================================                  ] 157.9/242.7 MB
 65%[================================                  ] 157.9/242.7 MB
 65%[================================                  ] 157.9/242.7 MB
 65%[================================                  ] 157.9/242.7 MB
 65%[================================                  ] 157.9/242.7 MB
 65%[================================                  ] 157.9/242.7 MB
 65%[================================                  ] 157.9/242.7 MB
 65%[================================                  ] 157.9/242.7 MB
 65%[================================                  ] 157.9/242.7 MB
 65%[================================                  ] 157.9/242.7 MB
 65%[================================                  ] 157.9/242.7 MB
 65%[================================                  ] 157.9/242.7 MB
 65%[================================                  ] 157.9/242.7 MB
 65%[================================                  ] 158.0/242.7 MB
 65%[================================                  ] 158.0/242.7 MB
 65%[================================                  ] 158.0/242.7 MB
 65%[================================                  ] 158.0/242.7 MB
 65%[================================                  ] 158.0/242.7 MB
 65%[================================                  ] 158.0/242.7 MB
 65%[================================                  ] 158.0/242.7 MB
 65%[================================                  ] 158.0/242.7 MB
 65%[================================                  ] 158.0/242.7 MB
 65%[================================                  ] 158.0/242.7 MB
 65%[================================                  ] 158.0/242.7 MB
 65%[================================                  ] 158.0/242.7 MB
 65%[================================                  ] 158.0/242.7 MB
 65%[================================                  ] 158.1/242.7 MB
 65%[================================                  ] 158.1/242.7 MB
 65%[================================                  ] 158.1/242.7 MB
 65%[================================                  ] 158.1/242.7 MB
 65%[================================                  ] 158.1/242.7 MB
 65%[================================                  ] 158.1/242.7 MB
 65%[================================                  ] 158.1/242.7 MB
 65%[================================                  ] 158.1/242.7 MB
 65%[================================                  ] 158.1/242.7 MB
 65%[================================                  ] 158.1/242.7 MB
 65%[================================                  ] 158.1/242.7 MB
 65%[================================                  ] 158.1/242.7 MB
 65%[================================                  ] 158.1/242.7 MB
 65%[================================                  ] 158.2/242.7 MB
 65%[================================                  ] 158.2/242.7 MB
 65%[================================                  ] 158.2/242.7 MB
 65%[================================                  ] 158.2/242.7 MB
 65%[================================                  ] 158.2/242.7 MB
 65%[================================                  ] 158.2/242.7 MB
 65%[================================                  ] 158.2/242.7 MB
 65%[================================                  ] 158.2/242.7 MB
 65%[================================                  ] 158.2/242.7 MB
 65%[================================                  ] 158.2/242.7 MB
 65%[================================                  ] 158.2/242.7 MB
 65%[================================                  ] 158.2/242.7 MB
 65%[================================                  ] 158.2/242.7 MB
 65%[================================                  ] 158.3/242.7 MB
 65%[================================                  ] 158.3/242.7 MB
 65%[================================                  ] 158.3/242.7 MB
 65%[================================                  ] 158.3/242.7 MB
 65%[================================                  ] 158.3/242.7 MB
 65%[================================                  ] 158.3/242.7 MB
 65%[================================                  ] 158.3/242.7 MB
 65%[================================                  ] 158.3/242.7 MB
 65%[================================                  ] 158.3/242.7 MB
 65%[================================                  ] 158.3/242.7 MB
 65%[================================                  ] 158.3/242.7 MB
 65%[================================                  ] 158.3/242.7 MB
 65%[================================                  ] 158.4/242.7 MB
 65%[================================                  ] 158.4/242.7 MB
 65%[================================                  ] 158.4/242.7 MB
 65%[================================                  ] 158.4/242.7 MB
 65%[================================                  ] 158.4/242.7 MB
 65%[================================                  ] 158.4/242.7 MB
 65%[================================                  ] 158.4/242.7 MB
 65%[================================                  ] 158.4/242.7 MB
 65%[================================                  ] 158.4/242.7 MB
 65%[================================                  ] 158.4/242.7 MB
 65%[================================                  ] 158.4/242.7 MB
 65%[================================                  ] 158.4/242.7 MB
 65%[================================                  ] 158.4/242.7 MB
 65%[================================                  ] 158.5/242.7 MB
 65%[================================                  ] 158.5/242.7 MB
 65%[================================                  ] 158.5/242.7 MB
 65%[================================                  ] 158.5/242.7 MB
 65%[================================                  ] 158.5/242.7 MB
 65%[================================                  ] 158.5/242.7 MB
 65%[================================                  ] 158.5/242.7 MB
 65%[================================                  ] 158.5/242.7 MB
 65%[================================                  ] 158.5/242.7 MB
 65%[================================                  ] 158.5/242.7 MB
 65%[================================                  ] 158.5/242.7 MB
 65%[================================                  ] 158.5/242.7 MB
 65%[================================                  ] 158.5/242.7 MB
 65%[================================                  ] 158.6/242.7 MB
 65%[================================                  ] 158.6/242.7 MB
 65%[================================                  ] 158.6/242.7 MB
 65%[================================                  ] 158.6/242.7 MB
 65%[================================                  ] 158.6/242.7 MB
 65%[================================                  ] 158.6/242.7 MB
 65%[================================                  ] 158.6/242.7 MB
 65%[================================                  ] 158.6/242.7 MB
 65%[================================                  ] 158.6/242.7 MB
 65%[================================                  ] 158.6/242.7 MB
 65%[================================                  ] 158.6/242.7 MB
 65%[================================                  ] 158.6/242.7 MB
 65%[================================                  ] 158.6/242.7 MB
 65%[================================                  ] 158.7/242.7 MB
 65%[================================                  ] 158.7/242.7 MB
 65%[================================                  ] 158.7/242.7 MB
 65%[================================                  ] 158.7/242.7 MB
 65%[================================                  ] 158.7/242.7 MB
 65%[================================                  ] 158.7/242.7 MB
 65%[================================                  ] 158.7/242.7 MB
 65%[================================                  ] 158.7/242.7 MB
 65%[================================                  ] 158.7/242.7 MB
 65%[================================                  ] 158.7/242.7 MB
 65%[================================                  ] 158.7/242.7 MB
 65%[================================                  ] 158.7/242.7 MB
 65%[================================                  ] 158.8/242.7 MB
 65%[================================                  ] 158.8/242.7 MB
 65%[================================                  ] 158.8/242.7 MB
 65%[================================                  ] 158.8/242.7 MB
 65%[================================                  ] 158.8/242.7 MB
 65%[================================                  ] 158.8/242.7 MB
 65%[================================                  ] 158.8/242.7 MB
 65%[================================                  ] 158.8/242.7 MB
 65%[================================                  ] 158.8/242.7 MB
 65%[================================                  ] 158.8/242.7 MB
 65%[================================                  ] 158.8/242.7 MB
 65%[================================                  ] 158.8/242.7 MB
 65%[================================                  ] 158.8/242.7 MB
 65%[================================                  ] 158.9/242.7 MB
 65%[================================                  ] 158.9/242.7 MB
 65%[================================                  ] 158.9/242.7 MB
 65%[================================                  ] 158.9/242.7 MB
 65%[================================                  ] 158.9/242.7 MB
 65%[================================                  ] 158.9/242.7 MB
 65%[================================                  ] 158.9/242.7 MB
 65%[================================                  ] 158.9/242.7 MB
 65%[================================                  ] 158.9/242.7 MB
 65%[================================                  ] 158.9/242.7 MB
 65%[================================                  ] 158.9/242.7 MB
 65%[================================                  ] 158.9/242.7 MB
 65%[================================                  ] 158.9/242.7 MB
 65%[================================                  ] 159.0/242.7 MB
 66%[================================                  ] 159.0/242.7 MB
 66%[================================                  ] 159.0/242.7 MB
 66%[================================                  ] 159.0/242.7 MB
 66%[================================                  ] 159.0/242.7 MB
 66%[================================                  ] 159.0/242.7 MB
 66%[================================                  ] 159.0/242.7 MB
 66%[================================                  ] 159.0/242.7 MB
 66%[================================                  ] 159.0/242.7 MB
 66%[================================                  ] 159.0/242.7 MB
 66%[================================                  ] 159.0/242.7 MB
 66%[================================                  ] 159.0/242.7 MB
 66%[================================                  ] 159.0/242.7 MB
 66%[================================                  ] 159.1/242.7 MB
 66%[================================                  ] 159.1/242.7 MB
 66%[================================                  ] 159.1/242.7 MB
 66%[================================                  ] 159.1/242.7 MB
 66%[================================                  ] 159.1/242.7 MB
 66%[================================                  ] 159.1/242.7 MB
 66%[================================                  ] 159.1/242.7 MB
 66%[================================                  ] 159.1/242.7 MB
 66%[================================                  ] 159.1/242.7 MB
 66%[================================                  ] 159.1/242.7 MB
 66%[================================                  ] 159.1/242.7 MB
 66%[================================                  ] 159.1/242.7 MB
 66%[================================                  ] 159.1/242.7 MB
 66%[================================                  ] 159.2/242.7 MB
 66%[================================                  ] 159.2/242.7 MB
 66%[================================                  ] 159.2/242.7 MB
 66%[================================                  ] 159.2/242.7 MB
 66%[================================                  ] 159.2/242.7 MB
 66%[================================                  ] 159.2/242.7 MB
 66%[================================                  ] 159.2/242.7 MB
 66%[================================                  ] 159.2/242.7 MB
 66%[================================                  ] 159.2/242.7 MB
 66%[================================                  ] 159.2/242.7 MB
 66%[================================                  ] 159.2/242.7 MB
 66%[================================                  ] 159.2/242.7 MB
 66%[================================                  ] 159.2/242.7 MB
 66%[================================                  ] 159.3/242.7 MB
 66%[================================                  ] 159.3/242.7 MB
 66%[================================                  ] 159.3/242.7 MB
 66%[================================                  ] 159.3/242.7 MB
 66%[================================                  ] 159.3/242.7 MB
 66%[================================                  ] 159.3/242.7 MB
 66%[================================                  ] 159.3/242.7 MB
 66%[================================                  ] 159.3/242.7 MB
 66%[================================                  ] 159.3/242.7 MB
 66%[================================                  ] 159.3/242.7 MB
 66%[================================                  ] 159.3/242.7 MB
 66%[================================                  ] 159.3/242.7 MB
 66%[================================                  ] 159.4/242.7 MB
 66%[================================                  ] 159.4/242.7 MB
 66%[================================                  ] 159.4/242.7 MB
 66%[================================                  ] 159.4/242.7 MB
 66%[================================                  ] 159.4/242.7 MB
 66%[================================                  ] 159.4/242.7 MB
 66%[================================                  ] 159.4/242.7 MB
 66%[================================                  ] 159.4/242.7 MB
 66%[================================                  ] 159.4/242.7 MB
 66%[================================                  ] 159.4/242.7 MB
 66%[================================                  ] 159.4/242.7 MB
 66%[================================                  ] 159.4/242.7 MB
 66%[================================                  ] 159.4/242.7 MB
 66%[================================                  ] 159.5/242.7 MB
 66%[================================                  ] 159.5/242.7 MB
 66%[================================                  ] 159.5/242.7 MB
 66%[================================                  ] 159.5/242.7 MB
 66%[================================                  ] 159.5/242.7 MB
 66%[================================                  ] 159.5/242.7 MB
 66%[================================                  ] 159.5/242.7 MB
 66%[================================                  ] 159.5/242.7 MB
 66%[================================                  ] 159.5/242.7 MB
 66%[================================                  ] 159.5/242.7 MB
 66%[================================                  ] 159.5/242.7 MB
 66%[================================                  ] 159.5/242.7 MB
 66%[================================                  ] 159.5/242.7 MB
 66%[================================                  ] 159.6/242.7 MB
 66%[================================                  ] 159.6/242.7 MB
 66%[================================                  ] 159.6/242.7 MB
 66%[================================                  ] 159.6/242.7 MB
 66%[================================                  ] 159.6/242.7 MB
 66%[================================                  ] 159.6/242.7 MB
 66%[================================                  ] 159.6/242.7 MB
 66%[================================                  ] 159.6/242.7 MB
 66%[================================                  ] 159.6/242.7 MB
 66%[================================                  ] 159.6/242.7 MB
 66%[================================                  ] 159.6/242.7 MB
 66%[================================                  ] 159.6/242.7 MB
 66%[================================                  ] 159.6/242.7 MB
 66%[================================                  ] 159.7/242.7 MB
 66%[================================                  ] 159.7/242.7 MB
 66%[================================                  ] 159.7/242.7 MB
 66%[================================                  ] 159.7/242.7 MB
 66%[================================                  ] 159.7/242.7 MB
 66%[================================                  ] 159.7/242.7 MB
 66%[================================                  ] 159.7/242.7 MB
 66%[================================                  ] 159.7/242.7 MB
 66%[================================                  ] 159.7/242.7 MB
 66%[================================                  ] 159.7/242.7 MB
 66%[================================                  ] 159.7/242.7 MB
 66%[================================                  ] 159.7/242.7 MB
 66%[================================                  ] 159.8/242.7 MB
 66%[================================                  ] 159.8/242.7 MB
 66%[================================                  ] 159.8/242.7 MB
 66%[================================                  ] 159.8/242.7 MB
 66%[================================                  ] 159.8/242.7 MB
 66%[================================                  ] 159.8/242.7 MB
 66%[================================                  ] 159.8/242.7 MB
 66%[================================                  ] 159.8/242.7 MB
 66%[================================                  ] 159.8/242.7 MB
 66%[================================                  ] 159.8/242.7 MB
 66%[================================                  ] 159.8/242.7 MB
 66%[================================                  ] 159.8/242.7 MB
 66%[================================                  ] 159.8/242.7 MB
 66%[================================                  ] 159.9/242.7 MB
 66%[================================                  ] 159.9/242.7 MB
 66%[================================                  ] 159.9/242.7 MB
 66%[================================                  ] 159.9/242.7 MB
 66%[================================                  ] 159.9/242.7 MB
 66%[================================                  ] 159.9/242.7 MB
 66%[================================                  ] 159.9/242.7 MB
 66%[================================                  ] 159.9/242.7 MB
 66%[================================                  ] 159.9/242.7 MB
 66%[================================                  ] 159.9/242.7 MB
 66%[================================                  ] 159.9/242.7 MB
 66%[================================                  ] 159.9/242.7 MB
 66%[================================                  ] 159.9/242.7 MB
 66%[================================                  ] 160.0/242.7 MB
 66%[================================                  ] 160.0/242.7 MB
 66%[================================                  ] 160.0/242.7 MB
 66%[================================                  ] 160.0/242.7 MB
 66%[================================                  ] 160.0/242.7 MB
 66%[================================                  ] 160.0/242.7 MB
 66%[================================                  ] 160.0/242.7 MB
 66%[================================                  ] 160.0/242.7 MB
 66%[================================                  ] 160.0/242.7 MB
 66%[================================                  ] 160.0/242.7 MB
 66%[================================                  ] 160.0/242.7 MB
 66%[================================                  ] 160.0/242.7 MB
 66%[================================                  ] 160.0/242.7 MB
 66%[================================                  ] 160.1/242.7 MB
 66%[================================                  ] 160.1/242.7 MB
 66%[================================                  ] 160.1/242.7 MB
 66%[================================                  ] 160.1/242.7 MB
 66%[================================                  ] 160.1/242.7 MB
 66%[================================                  ] 160.1/242.7 MB
 66%[================================                  ] 160.1/242.7 MB
 66%[================================                  ] 160.1/242.7 MB
 66%[================================                  ] 160.1/242.7 MB
 66%[================================                  ] 160.1/242.7 MB
 66%[================================                  ] 160.1/242.7 MB
 66%[================================                  ] 160.1/242.7 MB
 66%[================================                  ] 160.1/242.7 MB
 66%[================================                  ] 160.2/242.7 MB
 66%[================================                  ] 160.2/242.7 MB
 66%[=================================                 ] 160.2/242.7 MB
 66%[=================================                 ] 160.2/242.7 MB
 66%[=================================                 ] 160.2/242.7 MB
 66%[=================================                 ] 160.2/242.7 MB
 66%[=================================                 ] 160.2/242.7 MB
 66%[=================================                 ] 160.2/242.7 MB
 66%[=================================                 ] 160.2/242.7 MB
 66%[=================================                 ] 160.2/242.7 MB
 66%[=================================                 ] 160.2/242.7 MB
 66%[=================================                 ] 160.2/242.7 MB
 66%[=================================                 ] 160.2/242.7 MB
 66%[=================================                 ] 160.3/242.7 MB
 66%[=================================                 ] 160.3/242.7 MB
 66%[=================================                 ] 160.3/242.7 MB
 66%[=================================                 ] 160.3/242.7 MB
 66%[=================================                 ] 160.3/242.7 MB
 66%[=================================                 ] 160.3/242.7 MB
 66%[=================================                 ] 160.3/242.7 MB
 66%[=================================                 ] 160.3/242.7 MB
 66%[=================================                 ] 160.3/242.7 MB
 66%[=================================                 ] 160.3/242.7 MB
 66%[=================================                 ] 160.3/242.7 MB
 66%[=================================                 ] 160.3/242.7 MB
 66%[=================================                 ] 160.4/242.7 MB
 66%[=================================                 ] 160.4/242.7 MB
 66%[=================================                 ] 160.4/242.7 MB
 66%[=================================                 ] 160.4/242.7 MB
 66%[=================================                 ] 160.4/242.7 MB
 66%[=================================                 ] 160.4/242.7 MB
 66%[=================================                 ] 160.4/242.7 MB
 66%[=================================                 ] 160.4/242.7 MB
 66%[=================================                 ] 160.4/242.7 MB
 66%[=================================                 ] 160.4/242.7 MB
 66%[=================================                 ] 160.4/242.7 MB
 66%[=================================                 ] 160.4/242.7 MB
 66%[=================================                 ] 160.4/242.7 MB
 66%[=================================                 ] 160.5/242.7 MB
 66%[=================================                 ] 160.5/242.7 MB
 66%[=================================                 ] 160.5/242.7 MB
 66%[=================================                 ] 160.5/242.7 MB
 66%[=================================                 ] 160.5/242.7 MB
 66%[=================================                 ] 160.5/242.7 MB
 66%[=================================                 ] 160.5/242.7 MB
 66%[=================================                 ] 160.5/242.7 MB
 66%[=================================                 ] 160.5/242.7 MB
 66%[=================================                 ] 160.5/242.7 MB
 66%[=================================                 ] 160.5/242.7 MB
 66%[=================================                 ] 160.5/242.7 MB
 66%[=================================                 ] 160.5/242.7 MB
 66%[=================================                 ] 160.6/242.7 MB
 66%[=================================                 ] 160.6/242.7 MB
 66%[=================================                 ] 160.6/242.7 MB
 66%[=================================                 ] 160.6/242.7 MB
 66%[=================================                 ] 160.6/242.7 MB
 66%[=================================                 ] 160.6/242.7 MB
 66%[=================================                 ] 160.6/242.7 MB
 66%[=================================                 ] 160.6/242.7 MB
 66%[=================================                 ] 160.6/242.7 MB
 66%[=================================                 ] 160.6/242.7 MB
 66%[=================================                 ] 160.6/242.7 MB
 66%[=================================                 ] 160.6/242.7 MB
 66%[=================================                 ] 160.6/242.7 MB
 66%[=================================                 ] 160.7/242.7 MB
 66%[=================================                 ] 160.7/242.7 MB
 66%[=================================                 ] 160.7/242.7 MB
 66%[=================================                 ] 160.7/242.7 MB
 66%[=================================                 ] 160.7/242.7 MB
 66%[=================================                 ] 160.7/242.7 MB
 66%[=================================                 ] 160.7/242.7 MB
 66%[=================================                 ] 160.7/242.7 MB
 66%[=================================                 ] 160.7/242.7 MB
 66%[=================================                 ] 160.7/242.7 MB
 66%[=================================                 ] 160.7/242.7 MB
 66%[=================================                 ] 160.7/242.7 MB
 66%[=================================                 ] 160.8/242.7 MB
 66%[=================================                 ] 160.8/242.7 MB
 66%[=================================                 ] 160.8/242.7 MB
 66%[=================================                 ] 160.8/242.7 MB
 66%[=================================                 ] 160.8/242.7 MB
 66%[=================================                 ] 160.8/242.7 MB
 66%[=================================                 ] 160.8/242.7 MB
 66%[=================================                 ] 160.8/242.7 MB
 66%[=================================                 ] 160.8/242.7 MB
 66%[=================================                 ] 160.8/242.7 MB
 66%[=================================                 ] 160.8/242.7 MB
 66%[=================================                 ] 160.8/242.7 MB
 66%[=================================                 ] 160.8/242.7 MB
 66%[=================================                 ] 160.9/242.7 MB
 66%[=================================                 ] 160.9/242.7 MB
 66%[=================================                 ] 160.9/242.7 MB
 66%[=================================                 ] 160.9/242.7 MB
 66%[=================================                 ] 160.9/242.7 MB
 66%[=================================                 ] 160.9/242.7 MB
 66%[=================================                 ] 160.9/242.7 MB
 66%[=================================                 ] 160.9/242.7 MB
 66%[=================================                 ] 160.9/242.7 MB
 66%[=================================                 ] 160.9/242.7 MB
 66%[=================================                 ] 160.9/242.7 MB
 66%[=================================                 ] 160.9/242.7 MB
 66%[=================================                 ] 160.9/242.7 MB
 66%[=================================                 ] 161.0/242.7 MB
 66%[=================================                 ] 161.0/242.7 MB
 66%[=================================                 ] 161.0/242.7 MB
 66%[=================================                 ] 161.0/242.7 MB
 66%[=================================                 ] 161.0/242.7 MB
 66%[=================================                 ] 161.0/242.7 MB
 66%[=================================                 ] 161.0/242.7 MB
 66%[=================================                 ] 161.0/242.7 MB
 66%[=================================                 ] 161.0/242.7 MB
 66%[=================================                 ] 161.0/242.7 MB
 66%[=================================                 ] 161.0/242.7 MB
 66%[=================================                 ] 161.0/242.7 MB
 66%[=================================                 ] 161.0/242.7 MB
 66%[=================================                 ] 161.1/242.7 MB
 66%[=================================                 ] 161.1/242.7 MB
 66%[=================================                 ] 161.1/242.7 MB
 66%[=================================                 ] 161.1/242.7 MB
 66%[=================================                 ] 161.1/242.7 MB
 66%[=================================                 ] 161.1/242.7 MB
 66%[=================================                 ] 161.1/242.7 MB
 66%[=================================                 ] 161.1/242.7 MB
 66%[=================================                 ] 161.1/242.7 MB
 66%[=================================                 ] 161.1/242.7 MB
 66%[=================================                 ] 161.1/242.7 MB
 66%[=================================                 ] 161.1/242.7 MB
 66%[=================================                 ] 161.1/242.7 MB
 66%[=================================                 ] 161.2/242.7 MB
 66%[=================================                 ] 161.2/242.7 MB
 66%[=================================                 ] 161.2/242.7 MB
 66%[=================================                 ] 161.2/242.7 MB
 66%[=================================                 ] 161.2/242.7 MB
 66%[=================================                 ] 161.2/242.7 MB
 66%[=================================                 ] 161.2/242.7 MB
 66%[=================================                 ] 161.2/242.7 MB
 66%[=================================                 ] 161.2/242.7 MB
 66%[=================================                 ] 161.2/242.7 MB
 66%[=================================                 ] 161.2/242.7 MB
 66%[=================================                 ] 161.2/242.7 MB
 66%[=================================                 ] 161.2/242.7 MB
 66%[=================================                 ] 161.3/242.7 MB
 66%[=================================                 ] 161.3/242.7 MB
 66%[=================================                 ] 161.3/242.7 MB
 66%[=================================                 ] 161.3/242.7 MB
 66%[=================================                 ] 161.3/242.7 MB
 66%[=================================                 ] 161.3/242.7 MB
 66%[=================================                 ] 161.3/242.7 MB
 66%[=================================                 ] 161.3/242.7 MB
 66%[=================================                 ] 161.3/242.7 MB
 66%[=================================                 ] 161.3/242.7 MB
 66%[=================================                 ] 161.3/242.7 MB
 66%[=================================                 ] 161.3/242.7 MB
 66%[=================================                 ] 161.4/242.7 MB
 66%[=================================                 ] 161.4/242.7 MB
 66%[=================================                 ] 161.4/242.7 MB
 66%[=================================                 ] 161.4/242.7 MB
 67%[=================================                 ] 161.4/242.7 MB
 67%[=================================                 ] 161.4/242.7 MB
 67%[=================================                 ] 161.4/242.7 MB
 67%[=================================                 ] 161.4/242.7 MB
 67%[=================================                 ] 161.4/242.7 MB
 67%[=================================                 ] 161.4/242.7 MB
 67%[=================================                 ] 161.4/242.7 MB
 67%[=================================                 ] 161.4/242.7 MB
 67%[=================================                 ] 161.4/242.7 MB
 67%[=================================                 ] 161.5/242.7 MB
 67%[=================================                 ] 161.5/242.7 MB
 67%[=================================                 ] 161.5/242.7 MB
 67%[=================================                 ] 161.5/242.7 MB
 67%[=================================                 ] 161.5/242.7 MB
 67%[=================================                 ] 161.5/242.7 MB
 67%[=================================                 ] 161.5/242.7 MB
 67%[=================================                 ] 161.5/242.7 MB
 67%[=================================                 ] 161.5/242.7 MB
 67%[=================================                 ] 161.5/242.7 MB
 67%[=================================                 ] 161.5/242.7 MB
 67%[=================================                 ] 161.5/242.7 MB
 67%[=================================                 ] 161.5/242.7 MB
 67%[=================================                 ] 161.6/242.7 MB
 67%[=================================                 ] 161.6/242.7 MB
 67%[=================================                 ] 161.6/242.7 MB
 67%[=================================                 ] 161.6/242.7 MB
 67%[=================================                 ] 161.6/242.7 MB
 67%[=================================                 ] 161.6/242.7 MB
 67%[=================================                 ] 161.6/242.7 MB
 67%[=================================                 ] 161.6/242.7 MB
 67%[=================================                 ] 161.6/242.7 MB
 67%[=================================                 ] 161.6/242.7 MB
 67%[=================================                 ] 161.6/242.7 MB
 67%[=================================                 ] 161.6/242.7 MB
 67%[=================================                 ] 161.6/242.7 MB
 67%[=================================                 ] 161.7/242.7 MB
 67%[=================================                 ] 161.7/242.7 MB
 67%[=================================                 ] 161.7/242.7 MB
 67%[=================================                 ] 161.7/242.7 MB
 67%[=================================                 ] 161.7/242.7 MB
 67%[=================================                 ] 161.7/242.7 MB
 67%[=================================                 ] 161.7/242.7 MB
 67%[=================================                 ] 161.7/242.7 MB
 67%[=================================                 ] 161.7/242.7 MB
 67%[=================================                 ] 161.7/242.7 MB
 67%[=================================                 ] 161.7/242.7 MB
 67%[=================================                 ] 161.7/242.7 MB
 67%[=================================                 ] 161.8/242.7 MB
 67%[=================================                 ] 161.8/242.7 MB
 67%[=================================                 ] 161.8/242.7 MB
 67%[=================================                 ] 161.8/242.7 MB
 67%[=================================                 ] 161.8/242.7 MB
 67%[=================================                 ] 161.8/242.7 MB
 67%[=================================                 ] 161.8/242.7 MB
 67%[=================================                 ] 161.8/242.7 MB
 67%[=================================                 ] 161.8/242.7 MB
 67%[=================================                 ] 161.8/242.7 MB
 67%[=================================                 ] 161.8/242.7 MB
 67%[=================================                 ] 161.8/242.7 MB
 67%[=================================                 ] 161.8/242.7 MB
 67%[=================================                 ] 161.9/242.7 MB
 67%[=================================                 ] 161.9/242.7 MB
 67%[=================================                 ] 161.9/242.7 MB
 67%[=================================                 ] 161.9/242.7 MB
 67%[=================================                 ] 161.9/242.7 MB
 67%[=================================                 ] 161.9/242.7 MB
 67%[=================================                 ] 161.9/242.7 MB
 67%[=================================                 ] 161.9/242.7 MB
 67%[=================================                 ] 161.9/242.7 MB
 67%[=================================                 ] 161.9/242.7 MB
 67%[=================================                 ] 161.9/242.7 MB
 67%[=================================                 ] 161.9/242.7 MB
 67%[=================================                 ] 161.9/242.7 MB
 67%[=================================                 ] 162.0/242.7 MB
 67%[=================================                 ] 162.0/242.7 MB
 67%[=================================                 ] 162.0/242.7 MB
 67%[=================================                 ] 162.0/242.7 MB
 67%[=================================                 ] 162.0/242.7 MB
 67%[=================================                 ] 162.0/242.7 MB
 67%[=================================                 ] 162.0/242.7 MB
 67%[=================================                 ] 162.0/242.7 MB
 67%[=================================                 ] 162.0/242.7 MB
 67%[=================================                 ] 162.0/242.7 MB
 67%[=================================                 ] 162.0/242.7 MB
 67%[=================================                 ] 162.0/242.7 MB
 67%[=================================                 ] 162.0/242.7 MB
 67%[=================================                 ] 162.1/242.7 MB
 67%[=================================                 ] 162.1/242.7 MB
 67%[=================================                 ] 162.1/242.7 MB
 67%[=================================                 ] 162.1/242.7 MB
 67%[=================================                 ] 162.1/242.7 MB
 67%[=================================                 ] 162.1/242.7 MB
 67%[=================================                 ] 162.1/242.7 MB
 67%[=================================                 ] 162.1/242.7 MB
 67%[=================================                 ] 162.1/242.7 MB
 67%[=================================                 ] 162.1/242.7 MB
 67%[=================================                 ] 162.1/242.7 MB
 67%[=================================                 ] 162.1/242.7 MB
 67%[=================================                 ] 162.1/242.7 MB
 67%[=================================                 ] 162.2/242.7 MB
 67%[=================================                 ] 162.2/242.7 MB
 67%[=================================                 ] 162.2/242.7 MB
 67%[=================================                 ] 162.2/242.7 MB
 67%[=================================                 ] 162.2/242.7 MB
 67%[=================================                 ] 162.2/242.7 MB
 67%[=================================                 ] 162.2/242.7 MB
 67%[=================================                 ] 162.2/242.7 MB
 67%[=================================                 ] 162.2/242.7 MB
 67%[=================================                 ] 162.2/242.7 MB
 67%[=================================                 ] 162.2/242.7 MB
 67%[=================================                 ] 162.2/242.7 MB
 67%[=================================                 ] 162.2/242.7 MB
 67%[=================================                 ] 162.3/242.7 MB
 67%[=================================                 ] 162.3/242.7 MB
 67%[=================================                 ] 162.3/242.7 MB
 67%[=================================                 ] 162.3/242.7 MB
 67%[=================================                 ] 162.3/242.7 MB
 67%[=================================                 ] 162.3/242.7 MB
 67%[=================================                 ] 162.3/242.7 MB
 67%[=================================                 ] 162.3/242.7 MB
 67%[=================================                 ] 162.3/242.7 MB
 67%[=================================                 ] 162.3/242.7 MB
 67%[=================================                 ] 162.3/242.7 MB
 67%[=================================                 ] 162.3/242.7 MB
 67%[=================================                 ] 162.4/242.7 MB
 67%[=================================                 ] 162.4/242.7 MB
 67%[=================================                 ] 162.4/242.7 MB
 67%[=================================                 ] 162.4/242.7 MB
 67%[=================================                 ] 162.4/242.7 MB
 67%[=================================                 ] 162.4/242.7 MB
 67%[=================================                 ] 162.4/242.7 MB
 67%[=================================                 ] 162.4/242.7 MB
 67%[=================================                 ] 162.4/242.7 MB
 67%[=================================                 ] 162.4/242.7 MB
 67%[=================================                 ] 162.4/242.7 MB
 67%[=================================                 ] 162.4/242.7 MB
 67%[=================================                 ] 162.4/242.7 MB
 67%[=================================                 ] 162.5/242.7 MB
 67%[=================================                 ] 162.5/242.7 MB
 67%[=================================                 ] 162.5/242.7 MB
 67%[=================================                 ] 162.5/242.7 MB
 67%[=================================                 ] 162.5/242.7 MB
 67%[=================================                 ] 162.5/242.7 MB
 67%[=================================                 ] 162.5/242.7 MB
 67%[=================================                 ] 162.5/242.7 MB
 67%[=================================                 ] 162.5/242.7 MB
 67%[=================================                 ] 162.5/242.7 MB
 67%[=================================                 ] 162.5/242.7 MB
 67%[=================================                 ] 162.5/242.7 MB
 67%[=================================                 ] 162.5/242.7 MB
 67%[=================================                 ] 162.6/242.7 MB
 67%[=================================                 ] 162.6/242.7 MB
 67%[=================================                 ] 162.6/242.7 MB
 67%[=================================                 ] 162.6/242.7 MB
 67%[=================================                 ] 162.6/242.7 MB
 67%[=================================                 ] 162.6/242.7 MB
 67%[=================================                 ] 162.6/242.7 MB
 67%[=================================                 ] 162.6/242.7 MB
 67%[=================================                 ] 162.6/242.7 MB
 67%[=================================                 ] 162.6/242.7 MB
 67%[=================================                 ] 162.6/242.7 MB
 67%[=================================                 ] 162.6/242.7 MB
 67%[=================================                 ] 162.6/242.7 MB
 67%[=================================                 ] 162.7/242.7 MB
 67%[=================================                 ] 162.7/242.7 MB
 67%[=================================                 ] 162.7/242.7 MB
 67%[=================================                 ] 162.7/242.7 MB
 67%[=================================                 ] 162.7/242.7 MB
 67%[=================================                 ] 162.7/242.7 MB
 67%[=================================                 ] 162.7/242.7 MB
 67%[=================================                 ] 162.7/242.7 MB
 67%[=================================                 ] 162.7/242.7 MB
 67%[=================================                 ] 162.7/242.7 MB
 67%[=================================                 ] 162.7/242.7 MB
 67%[=================================                 ] 162.7/242.7 MB
 67%[=================================                 ] 162.8/242.7 MB
 67%[=================================                 ] 162.8/242.7 MB
 67%[=================================                 ] 162.8/242.7 MB
 67%[=================================                 ] 162.8/242.7 MB
 67%[=================================                 ] 162.8/242.7 MB
 67%[=================================                 ] 162.8/242.7 MB
 67%[=================================                 ] 162.8/242.7 MB
 67%[=================================                 ] 162.8/242.7 MB
 67%[=================================                 ] 162.8/242.7 MB
 67%[=================================                 ] 162.8/242.7 MB
 67%[=================================                 ] 162.8/242.7 MB
 67%[=================================                 ] 162.8/242.7 MB
 67%[=================================                 ] 162.8/242.7 MB
 67%[=================================                 ] 162.9/242.7 MB
 67%[=================================                 ] 162.9/242.7 MB
 67%[=================================                 ] 162.9/242.7 MB
 67%[=================================                 ] 162.9/242.7 MB
 67%[=================================                 ] 162.9/242.7 MB
 67%[=================================                 ] 162.9/242.7 MB
 67%[=================================                 ] 162.9/242.7 MB
 67%[=================================                 ] 162.9/242.7 MB
 67%[=================================                 ] 162.9/242.7 MB
 67%[=================================                 ] 162.9/242.7 MB
 67%[=================================                 ] 162.9/242.7 MB
 67%[=================================                 ] 162.9/242.7 MB
 67%[=================================                 ] 162.9/242.7 MB
 67%[=================================                 ] 163.0/242.7 MB
 67%[=================================                 ] 163.0/242.7 MB
 67%[=================================                 ] 163.0/242.7 MB
 67%[=================================                 ] 163.0/242.7 MB
 67%[=================================                 ] 163.0/242.7 MB
 67%[=================================                 ] 163.0/242.7 MB
 67%[=================================                 ] 163.0/242.7 MB
 67%[=================================                 ] 163.0/242.7 MB
 67%[=================================                 ] 163.0/242.7 MB
 67%[=================================                 ] 163.0/242.7 MB
 67%[=================================                 ] 163.0/242.7 MB
 67%[=================================                 ] 163.0/242.7 MB
 67%[=================================                 ] 163.0/242.7 MB
 67%[=================================                 ] 163.1/242.7 MB
 67%[=================================                 ] 163.1/242.7 MB
 67%[=================================                 ] 163.1/242.7 MB
 67%[=================================                 ] 163.1/242.7 MB
 67%[=================================                 ] 163.1/242.7 MB
 67%[=================================                 ] 163.1/242.7 MB
 67%[=================================                 ] 163.1/242.7 MB
 67%[=================================                 ] 163.1/242.7 MB
 67%[=================================                 ] 163.1/242.7 MB
 67%[=================================                 ] 163.1/242.7 MB
 67%[=================================                 ] 163.1/242.7 MB
 67%[=================================                 ] 163.1/242.7 MB
 67%[=================================                 ] 163.1/242.7 MB
 67%[=================================                 ] 163.2/242.7 MB
 67%[=================================                 ] 163.2/242.7 MB
 67%[=================================                 ] 163.2/242.7 MB
 67%[=================================                 ] 163.2/242.7 MB
 67%[=================================                 ] 163.2/242.7 MB
 67%[=================================                 ] 163.2/242.7 MB
 67%[=================================                 ] 163.2/242.7 MB
 67%[=================================                 ] 163.2/242.7 MB
 67%[=================================                 ] 163.2/242.7 MB
 67%[=================================                 ] 163.2/242.7 MB
 67%[=================================                 ] 163.2/242.7 MB
 67%[=================================                 ] 163.2/242.7 MB
 67%[=================================                 ] 163.2/242.7 MB
 67%[=================================                 ] 163.3/242.7 MB
 67%[=================================                 ] 163.3/242.7 MB
 67%[=================================                 ] 163.3/242.7 MB
 67%[=================================                 ] 163.3/242.7 MB
 67%[=================================                 ] 163.3/242.7 MB
 67%[=================================                 ] 163.3/242.7 MB
 67%[=================================                 ] 163.3/242.7 MB
 67%[=================================                 ] 163.3/242.7 MB
 67%[=================================                 ] 163.3/242.7 MB
 67%[=================================                 ] 163.3/242.7 MB
 67%[=================================                 ] 163.3/242.7 MB
 67%[=================================                 ] 163.3/242.7 MB
 67%[=================================                 ] 163.4/242.7 MB
 67%[=================================                 ] 163.4/242.7 MB
 67%[=================================                 ] 163.4/242.7 MB
 67%[=================================                 ] 163.4/242.7 MB
 67%[=================================                 ] 163.4/242.7 MB
 67%[=================================                 ] 163.4/242.7 MB
 67%[=================================                 ] 163.4/242.7 MB
 67%[=================================                 ] 163.4/242.7 MB
 67%[=================================                 ] 163.4/242.7 MB
 67%[=================================                 ] 163.4/242.7 MB
 67%[=================================                 ] 163.4/242.7 MB
 67%[=================================                 ] 163.4/242.7 MB
 67%[=================================                 ] 163.4/242.7 MB
 67%[=================================                 ] 163.5/242.7 MB
 67%[=================================                 ] 163.5/242.7 MB
 67%[=================================                 ] 163.5/242.7 MB
 67%[=================================                 ] 163.5/242.7 MB
 67%[=================================                 ] 163.5/242.7 MB
 67%[=================================                 ] 163.5/242.7 MB
 67%[=================================                 ] 163.5/242.7 MB
 67%[=================================                 ] 163.5/242.7 MB
 67%[=================================                 ] 163.5/242.7 MB
 67%[=================================                 ] 163.5/242.7 MB
 67%[=================================                 ] 163.5/242.7 MB
 67%[=================================                 ] 163.5/242.7 MB
 67%[=================================                 ] 163.5/242.7 MB
 67%[=================================                 ] 163.6/242.7 MB
 67%[=================================                 ] 163.6/242.7 MB
 67%[=================================                 ] 163.6/242.7 MB
 67%[=================================                 ] 163.6/242.7 MB
 67%[=================================                 ] 163.6/242.7 MB
 67%[=================================                 ] 163.6/242.7 MB
 67%[=================================                 ] 163.6/242.7 MB
 67%[=================================                 ] 163.6/242.7 MB
 67%[=================================                 ] 163.6/242.7 MB
 67%[=================================                 ] 163.6/242.7 MB
 67%[=================================                 ] 163.6/242.7 MB
 67%[=================================                 ] 163.6/242.7 MB
 67%[=================================                 ] 163.6/242.7 MB
 67%[=================================                 ] 163.7/242.7 MB
 67%[=================================                 ] 163.7/242.7 MB
 67%[=================================                 ] 163.7/242.7 MB
 67%[=================================                 ] 163.7/242.7 MB
 67%[=================================                 ] 163.7/242.7 MB
 67%[=================================                 ] 163.7/242.7 MB
 67%[=================================                 ] 163.7/242.7 MB
 67%[=================================                 ] 163.7/242.7 MB
 67%[=================================                 ] 163.7/242.7 MB
 67%[=================================                 ] 163.7/242.7 MB
 67%[=================================                 ] 163.7/242.7 MB
 67%[=================================                 ] 163.7/242.7 MB
 67%[=================================                 ] 163.8/242.7 MB
 67%[=================================                 ] 163.8/242.7 MB
 67%[=================================                 ] 163.8/242.7 MB
 67%[=================================                 ] 163.8/242.7 MB
 67%[=================================                 ] 163.8/242.7 MB
 67%[=================================                 ] 163.8/242.7 MB
 67%[=================================                 ] 163.8/242.7 MB
 67%[=================================                 ] 163.8/242.7 MB
 68%[=================================                 ] 163.8/242.7 MB
 68%[=================================                 ] 163.8/242.7 MB
 68%[=================================                 ] 163.8/242.7 MB
 68%[=================================                 ] 163.8/242.7 MB
 68%[=================================                 ] 163.8/242.7 MB
 68%[=================================                 ] 163.9/242.7 MB
 68%[=================================                 ] 163.9/242.7 MB
 68%[=================================                 ] 163.9/242.7 MB
 68%[=================================                 ] 163.9/242.7 MB
 68%[=================================                 ] 163.9/242.7 MB
 68%[=================================                 ] 163.9/242.7 MB
 68%[=================================                 ] 163.9/242.7 MB
 68%[=================================                 ] 163.9/242.7 MB
 68%[=================================                 ] 163.9/242.7 MB
 68%[=================================                 ] 163.9/242.7 MB
 68%[=================================                 ] 163.9/242.7 MB
 68%[=================================                 ] 163.9/242.7 MB
 68%[=================================                 ] 163.9/242.7 MB
 68%[=================================                 ] 164.0/242.7 MB
 68%[=================================                 ] 164.0/242.7 MB
 68%[=================================                 ] 164.0/242.7 MB
 68%[=================================                 ] 164.0/242.7 MB
 68%[=================================                 ] 164.0/242.7 MB
 68%[=================================                 ] 164.0/242.7 MB
 68%[=================================                 ] 164.0/242.7 MB
 68%[=================================                 ] 164.0/242.7 MB
 68%[=================================                 ] 164.0/242.7 MB
 68%[=================================                 ] 164.0/242.7 MB
 68%[=================================                 ] 164.0/242.7 MB
 68%[=================================                 ] 164.0/242.7 MB
 68%[=================================                 ] 164.0/242.7 MB
 68%[=================================                 ] 164.1/242.7 MB
 68%[=================================                 ] 164.1/242.7 MB
 68%[=================================                 ] 164.1/242.7 MB
 68%[=================================                 ] 164.1/242.7 MB
 68%[=================================                 ] 164.1/242.7 MB
 68%[=================================                 ] 164.1/242.7 MB
 68%[=================================                 ] 164.1/242.7 MB
 68%[=================================                 ] 164.1/242.7 MB
 68%[=================================                 ] 164.1/242.7 MB
 68%[=================================                 ] 164.1/242.7 MB
 68%[=================================                 ] 164.1/242.7 MB
 68%[=================================                 ] 164.1/242.7 MB
 68%[=================================                 ] 164.1/242.7 MB
 68%[=================================                 ] 164.2/242.7 MB
 68%[=================================                 ] 164.2/242.7 MB
 68%[=================================                 ] 164.2/242.7 MB
 68%[=================================                 ] 164.2/242.7 MB
 68%[=================================                 ] 164.2/242.7 MB
 68%[=================================                 ] 164.2/242.7 MB
 68%[=================================                 ] 164.2/242.7 MB
 68%[=================================                 ] 164.2/242.7 MB
 68%[=================================                 ] 164.2/242.7 MB
 68%[=================================                 ] 164.2/242.7 MB
 68%[=================================                 ] 164.2/242.7 MB
 68%[=================================                 ] 164.2/242.7 MB
 68%[=================================                 ] 164.2/242.7 MB
 68%[=================================                 ] 164.3/242.7 MB
 68%[=================================                 ] 164.3/242.7 MB
 68%[=================================                 ] 164.3/242.7 MB
 68%[=================================                 ] 164.3/242.7 MB
 68%[=================================                 ] 164.3/242.7 MB
 68%[=================================                 ] 164.3/242.7 MB
 68%[=================================                 ] 164.3/242.7 MB
 68%[=================================                 ] 164.3/242.7 MB
 68%[=================================                 ] 164.3/242.7 MB
 68%[=================================                 ] 164.3/242.7 MB
 68%[=================================                 ] 164.3/242.7 MB
 68%[=================================                 ] 164.3/242.7 MB
 68%[=================================                 ] 164.4/242.7 MB
 68%[=================================                 ] 164.4/242.7 MB
 68%[=================================                 ] 164.4/242.7 MB
 68%[=================================                 ] 164.4/242.7 MB
 68%[=================================                 ] 164.4/242.7 MB
 68%[=================================                 ] 164.4/242.7 MB
 68%[=================================                 ] 164.4/242.7 MB
 68%[=================================                 ] 164.4/242.7 MB
 68%[=================================                 ] 164.4/242.7 MB
 68%[=================================                 ] 164.4/242.7 MB
 68%[=================================                 ] 164.4/242.7 MB
 68%[=================================                 ] 164.4/242.7 MB
 68%[=================================                 ] 164.4/242.7 MB
 68%[=================================                 ] 164.5/242.7 MB
 68%[=================================                 ] 164.5/242.7 MB
 68%[=================================                 ] 164.5/242.7 MB
 68%[=================================                 ] 164.5/242.7 MB
 68%[=================================                 ] 164.5/242.7 MB
 68%[=================================                 ] 164.5/242.7 MB
 68%[=================================                 ] 164.5/242.7 MB
 68%[=================================                 ] 164.5/242.7 MB
 68%[=================================                 ] 164.5/242.7 MB
 68%[=================================                 ] 164.5/242.7 MB
 68%[=================================                 ] 164.5/242.7 MB
 68%[=================================                 ] 164.5/242.7 MB
 68%[=================================                 ] 164.5/242.7 MB
 68%[=================================                 ] 164.6/242.7 MB
 68%[=================================                 ] 164.6/242.7 MB
 68%[=================================                 ] 164.6/242.7 MB
 68%[=================================                 ] 164.6/242.7 MB
 68%[=================================                 ] 164.6/242.7 MB
 68%[=================================                 ] 164.6/242.7 MB
 68%[=================================                 ] 164.6/242.7 MB
 68%[=================================                 ] 164.6/242.7 MB
 68%[=================================                 ] 164.6/242.7 MB
 68%[=================================                 ] 164.6/242.7 MB
 68%[=================================                 ] 164.6/242.7 MB
 68%[=================================                 ] 164.6/242.7 MB
 68%[=================================                 ] 164.6/242.7 MB
 68%[=================================                 ] 164.7/242.7 MB
 68%[=================================                 ] 164.7/242.7 MB
 68%[=================================                 ] 164.7/242.7 MB
 68%[=================================                 ] 164.7/242.7 MB
 68%[=================================                 ] 164.7/242.7 MB
 68%[=================================                 ] 164.7/242.7 MB
 68%[=================================                 ] 164.7/242.7 MB
 68%[=================================                 ] 164.7/242.7 MB
 68%[=================================                 ] 164.7/242.7 MB
 68%[=================================                 ] 164.7/242.7 MB
 68%[=================================                 ] 164.7/242.7 MB
 68%[=================================                 ] 164.7/242.7 MB
 68%[=================================                 ] 164.8/242.7 MB
 68%[=================================                 ] 164.8/242.7 MB
 68%[=================================                 ] 164.8/242.7 MB
 68%[=================================                 ] 164.8/242.7 MB
 68%[=================================                 ] 164.8/242.7 MB
 68%[=================================                 ] 164.8/242.7 MB
 68%[=================================                 ] 164.8/242.7 MB
 68%[=================================                 ] 164.8/242.7 MB
 68%[=================================                 ] 164.8/242.7 MB
 68%[=================================                 ] 164.8/242.7 MB
 68%[=================================                 ] 164.8/242.7 MB
 68%[=================================                 ] 164.8/242.7 MB
 68%[=================================                 ] 164.8/242.7 MB
 68%[=================================                 ] 164.9/242.7 MB
 68%[=================================                 ] 164.9/242.7 MB
 68%[=================================                 ] 164.9/242.7 MB
 68%[=================================                 ] 164.9/242.7 MB
 68%[=================================                 ] 164.9/242.7 MB
 68%[=================================                 ] 164.9/242.7 MB
 68%[=================================                 ] 164.9/242.7 MB
 68%[=================================                 ] 164.9/242.7 MB
 68%[=================================                 ] 164.9/242.7 MB
 68%[=================================                 ] 164.9/242.7 MB
 68%[=================================                 ] 164.9/242.7 MB
 68%[=================================                 ] 164.9/242.7 MB
 68%[=================================                 ] 164.9/242.7 MB
 68%[=================================                 ] 165.0/242.7 MB
 68%[=================================                 ] 165.0/242.7 MB
 68%[=================================                 ] 165.0/242.7 MB
 68%[=================================                 ] 165.0/242.7 MB
 68%[=================================                 ] 165.0/242.7 MB
 68%[=================================                 ] 165.0/242.7 MB
 68%[=================================                 ] 165.0/242.7 MB
 68%[=================================                 ] 165.0/242.7 MB
 68%[=================================                 ] 165.0/242.7 MB
 68%[==================================                ] 165.0/242.7 MB
 68%[==================================                ] 165.0/242.7 MB
 68%[==================================                ] 165.0/242.7 MB
 68%[==================================                ] 165.0/242.7 MB
 68%[==================================                ] 165.1/242.7 MB
 68%[==================================                ] 165.1/242.7 MB
 68%[==================================                ] 165.1/242.7 MB
 68%[==================================                ] 165.1/242.7 MB
 68%[==================================                ] 165.1/242.7 MB
 68%[==================================                ] 165.1/242.7 MB
 68%[==================================                ] 165.1/242.7 MB
 68%[==================================                ] 165.1/242.7 MB
 68%[==================================                ] 165.1/242.7 MB
 68%[==================================                ] 165.1/242.7 MB
 68%[==================================                ] 165.1/242.7 MB
 68%[==================================                ] 165.1/242.7 MB
 68%[==================================                ] 165.1/242.7 MB
 68%[==================================                ] 165.2/242.7 MB
 68%[==================================                ] 165.2/242.7 MB
 68%[==================================                ] 165.2/242.7 MB
 68%[==================================                ] 165.2/242.7 MB
 68%[==================================                ] 165.2/242.7 MB
 68%[==================================                ] 165.2/242.7 MB
 68%[==================================                ] 165.2/242.7 MB
 68%[==================================                ] 165.2/242.7 MB
 68%[==================================                ] 165.2/242.7 MB
 68%[==================================                ] 165.2/242.7 MB
 68%[==================================                ] 165.2/242.7 MB
 68%[==================================                ] 165.2/242.7 MB
 68%[==================================                ] 165.2/242.7 MB
 68%[==================================                ] 165.3/242.7 MB
 68%[==================================                ] 165.3/242.7 MB
 68%[==================================                ] 165.3/242.7 MB
 68%[==================================                ] 165.3/242.7 MB
 68%[==================================                ] 165.3/242.7 MB
 68%[==================================                ] 165.3/242.7 MB
 68%[==================================                ] 165.3/242.7 MB
 68%[==================================                ] 165.3/242.7 MB
 68%[==================================                ] 165.3/242.7 MB
 68%[==================================                ] 165.3/242.7 MB
 68%[==================================                ] 165.3/242.7 MB
 68%[==================================                ] 165.3/242.7 MB
 68%[==================================                ] 165.4/242.7 MB
 68%[==================================                ] 165.4/242.7 MB
 68%[==================================                ] 165.4/242.7 MB
 68%[==================================                ] 165.4/242.7 MB
 68%[==================================                ] 165.4/242.7 MB
 68%[==================================                ] 165.4/242.7 MB
 68%[==================================                ] 165.4/242.7 MB
 68%[==================================                ] 165.4/242.7 MB
 68%[==================================                ] 165.4/242.7 MB
 68%[==================================                ] 165.4/242.7 MB
 68%[==================================                ] 165.4/242.7 MB
 68%[==================================                ] 165.4/242.7 MB
 68%[==================================                ] 165.4/242.7 MB
 68%[==================================                ] 165.5/242.7 MB
 68%[==================================                ] 165.5/242.7 MB
 68%[==================================                ] 165.5/242.7 MB
 68%[==================================                ] 165.5/242.7 MB
 68%[==================================                ] 165.5/242.7 MB
 68%[==================================                ] 165.5/242.7 MB
 68%[==================================                ] 165.5/242.7 MB
 68%[==================================                ] 165.5/242.7 MB
 68%[==================================                ] 165.5/242.7 MB
 68%[==================================                ] 165.5/242.7 MB
 68%[==================================                ] 165.5/242.7 MB
 68%[==================================                ] 165.5/242.7 MB
 68%[==================================                ] 165.5/242.7 MB
 68%[==================================                ] 165.6/242.7 MB
 68%[==================================                ] 165.6/242.7 MB
 68%[==================================                ] 165.6/242.7 MB
 68%[==================================                ] 165.6/242.7 MB
 68%[==================================                ] 165.6/242.7 MB
 68%[==================================                ] 165.6/242.7 MB
 68%[==================================                ] 165.6/242.7 MB
 68%[==================================                ] 165.6/242.7 MB
 68%[==================================                ] 165.6/242.7 MB
 68%[==================================                ] 165.6/242.7 MB
 68%[==================================                ] 165.6/242.7 MB
 68%[==================================                ] 165.6/242.7 MB
 68%[==================================                ] 165.6/242.7 MB
 68%[==================================                ] 165.7/242.7 MB
 68%[==================================                ] 165.7/242.7 MB
 68%[==================================                ] 165.7/242.7 MB
 68%[==================================                ] 165.7/242.7 MB
 68%[==================================                ] 165.7/242.7 MB
 68%[==================================                ] 165.7/242.7 MB
 68%[==================================                ] 165.7/242.7 MB
 68%[==================================                ] 165.7/242.7 MB
 68%[==================================                ] 165.7/242.7 MB
 68%[==================================                ] 165.7/242.7 MB
 68%[==================================                ] 165.7/242.7 MB
 68%[==================================                ] 165.7/242.7 MB
 68%[==================================                ] 165.8/242.7 MB
 68%[==================================                ] 165.8/242.7 MB
 68%[==================================                ] 165.8/242.7 MB
 68%[==================================                ] 165.8/242.7 MB
 68%[==================================                ] 165.8/242.7 MB
 68%[==================================                ] 165.8/242.7 MB
 68%[==================================                ] 165.8/242.7 MB
 68%[==================================                ] 165.8/242.7 MB
 68%[==================================                ] 165.8/242.7 MB
 68%[==================================                ] 165.8/242.7 MB
 68%[==================================                ] 165.8/242.7 MB
 68%[==================================                ] 165.8/242.7 MB
 68%[==================================                ] 165.8/242.7 MB
 68%[==================================                ] 165.9/242.7 MB
 68%[==================================                ] 165.9/242.7 MB
 68%[==================================                ] 165.9/242.7 MB
 68%[==================================                ] 165.9/242.7 MB
 68%[==================================                ] 165.9/242.7 MB
 68%[==================================                ] 165.9/242.7 MB
 68%[==================================                ] 165.9/242.7 MB
 68%[==================================                ] 165.9/242.7 MB
 68%[==================================                ] 165.9/242.7 MB
 68%[==================================                ] 165.9/242.7 MB
 68%[==================================                ] 165.9/242.7 MB
 68%[==================================                ] 165.9/242.7 MB
 68%[==================================                ] 165.9/242.7 MB
 68%[==================================                ] 166.0/242.7 MB
 68%[==================================                ] 166.0/242.7 MB
 68%[==================================                ] 166.0/242.7 MB
 68%[==================================                ] 166.0/242.7 MB
 68%[==================================                ] 166.0/242.7 MB
 68%[==================================                ] 166.0/242.7 MB
 68%[==================================                ] 166.0/242.7 MB
 68%[==================================                ] 166.0/242.7 MB
 68%[==================================                ] 166.0/242.7 MB
 68%[==================================                ] 166.0/242.7 MB
 68%[==================================                ] 166.0/242.7 MB
 68%[==================================                ] 166.0/242.7 MB
 68%[==================================                ] 166.0/242.7 MB
 68%[==================================                ] 166.1/242.7 MB
 68%[==================================                ] 166.1/242.7 MB
 68%[==================================                ] 166.1/242.7 MB
 68%[==================================                ] 166.1/242.7 MB
 68%[==================================                ] 166.1/242.7 MB
 68%[==================================                ] 166.1/242.7 MB
 68%[==================================                ] 166.1/242.7 MB
 68%[==================================                ] 166.1/242.7 MB
 68%[==================================                ] 166.1/242.7 MB
 68%[==================================                ] 166.1/242.7 MB
 68%[==================================                ] 166.1/242.7 MB
 68%[==================================                ] 166.1/242.7 MB
 68%[==================================                ] 166.1/242.7 MB
 68%[==================================                ] 166.2/242.7 MB
 68%[==================================                ] 166.2/242.7 MB
 68%[==================================                ] 166.2/242.7 MB
 68%[==================================                ] 166.2/242.7 MB
 68%[==================================                ] 166.2/242.7 MB
 68%[==================================                ] 166.2/242.7 MB
 68%[==================================                ] 166.2/242.7 MB
 68%[==================================                ] 166.2/242.7 MB
 68%[==================================                ] 166.2/242.7 MB
 68%[==================================                ] 166.2/242.7 MB
 68%[==================================                ] 166.2/242.7 MB
 69%[==================================                ] 166.2/242.7 MB
 69%[==================================                ] 166.2/242.7 MB
 69%[==================================                ] 166.3/242.7 MB
 69%[==================================                ] 166.3/242.7 MB
 69%[==================================                ] 166.3/242.7 MB
 69%[==================================                ] 166.3/242.7 MB
 69%[==================================                ] 166.3/242.7 MB
 69%[==================================                ] 166.3/242.7 MB
 69%[==================================                ] 166.3/242.7 MB
 69%[==================================                ] 166.3/242.7 MB
 69%[==================================                ] 166.3/242.7 MB
 69%[==================================                ] 166.3/242.7 MB
 69%[==================================                ] 166.3/242.7 MB
 69%[==================================                ] 166.3/242.7 MB
 69%[==================================                ] 166.4/242.7 MB
 69%[==================================                ] 166.4/242.7 MB
 69%[==================================                ] 166.4/242.7 MB
 69%[==================================                ] 166.4/242.7 MB
 69%[==================================                ] 166.4/242.7 MB
 69%[==================================                ] 166.4/242.7 MB
 69%[==================================                ] 166.4/242.7 MB
 69%[==================================                ] 166.4/242.7 MB
 69%[==================================                ] 166.4/242.7 MB
 69%[==================================                ] 166.4/242.7 MB
 69%[==================================                ] 166.4/242.7 MB
 69%[==================================                ] 166.4/242.7 MB
 69%[==================================                ] 166.4/242.7 MB
 69%[==================================                ] 166.5/242.7 MB
 69%[==================================                ] 166.5/242.7 MB
 69%[==================================                ] 166.5/242.7 MB
 69%[==================================                ] 166.5/242.7 MB
 69%[==================================                ] 166.5/242.7 MB
 69%[==================================                ] 166.5/242.7 MB
 69%[==================================                ] 166.5/242.7 MB
 69%[==================================                ] 166.5/242.7 MB
 69%[==================================                ] 166.5/242.7 MB
 69%[==================================                ] 166.5/242.7 MB
 69%[==================================                ] 166.5/242.7 MB
 69%[==================================                ] 166.5/242.7 MB
 69%[==================================                ] 166.5/242.7 MB
 69%[==================================                ] 166.6/242.7 MB
 69%[==================================                ] 166.6/242.7 MB
 69%[==================================                ] 166.6/242.7 MB
 69%[==================================                ] 166.6/242.7 MB
 69%[==================================                ] 166.6/242.7 MB
 69%[==================================                ] 166.6/242.7 MB
 69%[==================================                ] 166.6/242.7 MB
 69%[==================================                ] 166.6/242.7 MB
 69%[==================================                ] 166.6/242.7 MB
 69%[==================================                ] 166.6/242.7 MB
 69%[==================================                ] 166.6/242.7 MB
 69%[==================================                ] 166.6/242.7 MB
 69%[==================================                ] 166.6/242.7 MB
 69%[==================================                ] 166.7/242.7 MB
 69%[==================================                ] 166.7/242.7 MB
 69%[==================================                ] 166.7/242.7 MB
 69%[==================================                ] 166.7/242.7 MB
 69%[==================================                ] 166.7/242.7 MB
 69%[==================================                ] 166.7/242.7 MB
 69%[==================================                ] 166.7/242.7 MB
 69%[==================================                ] 166.7/242.7 MB
 69%[==================================                ] 166.7/242.7 MB
 69%[==================================                ] 166.7/242.7 MB
 69%[==================================                ] 166.7/242.7 MB
 69%[==================================                ] 166.7/242.7 MB
 69%[==================================                ] 166.8/242.7 MB
 69%[==================================                ] 166.8/242.7 MB
 69%[==================================                ] 166.8/242.7 MB
 69%[==================================                ] 166.8/242.7 MB
 69%[==================================                ] 166.8/242.7 MB
 69%[==================================                ] 166.8/242.7 MB
 69%[==================================                ] 166.8/242.7 MB
 69%[==================================                ] 166.8/242.7 MB
 69%[==================================                ] 166.8/242.7 MB
 69%[==================================                ] 166.8/242.7 MB
 69%[==================================                ] 166.8/242.7 MB
 69%[==================================                ] 166.8/242.7 MB
 69%[==================================                ] 166.8/242.7 MB
 69%[==================================                ] 166.9/242.7 MB
 69%[==================================                ] 166.9/242.7 MB
 69%[==================================                ] 166.9/242.7 MB
 69%[==================================                ] 166.9/242.7 MB
 69%[==================================                ] 166.9/242.7 MB
 69%[==================================                ] 166.9/242.7 MB
 69%[==================================                ] 166.9/242.7 MB
 69%[==================================                ] 166.9/242.7 MB
 69%[==================================                ] 166.9/242.7 MB
 69%[==================================                ] 166.9/242.7 MB
 69%[==================================                ] 166.9/242.7 MB
 69%[==================================                ] 166.9/242.7 MB
 69%[==================================                ] 166.9/242.7 MB
 69%[==================================                ] 167.0/242.7 MB
 69%[==================================                ] 167.0/242.7 MB
 69%[==================================                ] 167.0/242.7 MB
 69%[==================================                ] 167.0/242.7 MB
 69%[==================================                ] 167.0/242.7 MB
 69%[==================================                ] 167.0/242.7 MB
 69%[==================================                ] 167.0/242.7 MB
 69%[==================================                ] 167.0/242.7 MB
 69%[==================================                ] 167.0/242.7 MB
 69%[==================================                ] 167.0/242.7 MB
 69%[==================================                ] 167.0/242.7 MB
 69%[==================================                ] 167.0/242.7 MB
 69%[==================================                ] 167.0/242.7 MB
 69%[==================================                ] 167.1/242.7 MB
 69%[==================================                ] 167.1/242.7 MB
 69%[==================================                ] 167.1/242.7 MB
 69%[==================================                ] 167.1/242.7 MB
 69%[==================================                ] 167.1/242.7 MB
 69%[==================================                ] 167.1/242.7 MB
 69%[==================================                ] 167.1/242.7 MB
 69%[==================================                ] 167.1/242.7 MB
 69%[==================================                ] 167.1/242.7 MB
 69%[==================================                ] 167.1/242.7 MB
 69%[==================================                ] 167.1/242.7 MB
 69%[==================================                ] 167.1/242.7 MB
 69%[==================================                ] 167.1/242.7 MB
 69%[==================================                ] 167.2/242.7 MB
 69%[==================================                ] 167.2/242.7 MB
 69%[==================================                ] 167.2/242.7 MB
 69%[==================================                ] 167.2/242.7 MB
 69%[==================================                ] 167.2/242.7 MB
 69%[==================================                ] 167.2/242.7 MB
 69%[==================================                ] 167.2/242.7 MB
 69%[==================================                ] 167.2/242.7 MB
 69%[==================================                ] 167.2/242.7 MB
 69%[==================================                ] 167.2/242.7 MB
 69%[==================================                ] 167.2/242.7 MB
 69%[==================================                ] 167.2/242.7 MB
 69%[==================================                ] 167.2/242.7 MB
 69%[==================================                ] 167.3/242.7 MB
 69%[==================================                ] 167.3/242.7 MB
 69%[==================================                ] 167.3/242.7 MB
 69%[==================================                ] 167.3/242.7 MB
 69%[==================================                ] 167.3/242.7 MB
 69%[==================================                ] 167.3/242.7 MB
 69%[==================================                ] 167.3/242.7 MB
 69%[==================================                ] 167.3/242.7 MB
 69%[==================================                ] 167.3/242.7 MB
 69%[==================================                ] 167.3/242.7 MB
 69%[==================================                ] 167.3/242.7 MB
 69%[==================================                ] 167.3/242.7 MB
 69%[==================================                ] 167.4/242.7 MB
 69%[==================================                ] 167.4/242.7 MB
 69%[==================================                ] 167.4/242.7 MB
 69%[==================================                ] 167.4/242.7 MB
 69%[==================================                ] 167.4/242.7 MB
 69%[==================================                ] 167.4/242.7 MB
 69%[==================================                ] 167.4/242.7 MB
 69%[==================================                ] 167.4/242.7 MB
 69%[==================================                ] 167.4/242.7 MB
 69%[==================================                ] 167.4/242.7 MB
 69%[==================================                ] 167.4/242.7 MB
 69%[==================================                ] 167.4/242.7 MB
 69%[==================================                ] 167.4/242.7 MB
 69%[==================================                ] 167.5/242.7 MB
 69%[==================================                ] 167.5/242.7 MB
 69%[==================================                ] 167.5/242.7 MB
 69%[==================================                ] 167.5/242.7 MB
 69%[==================================                ] 167.5/242.7 MB
 69%[==================================                ] 167.5/242.7 MB
 69%[==================================                ] 167.5/242.7 MB
 69%[==================================                ] 167.5/242.7 MB
 69%[==================================                ] 167.5/242.7 MB
 69%[==================================                ] 167.5/242.7 MB
 69%[==================================                ] 167.5/242.7 MB
 69%[==================================                ] 167.5/242.7 MB
 69%[==================================                ] 167.5/242.7 MB
 69%[==================================                ] 167.6/242.7 MB
 69%[==================================                ] 167.6/242.7 MB
 69%[==================================                ] 167.6/242.7 MB
 69%[==================================                ] 167.6/242.7 MB
 69%[==================================                ] 167.6/242.7 MB
 69%[==================================                ] 167.6/242.7 MB
 69%[==================================                ] 167.6/242.7 MB
 69%[==================================                ] 167.6/242.7 MB
 69%[==================================                ] 167.6/242.7 MB
 69%[==================================                ] 167.6/242.7 MB
 69%[==================================                ] 167.6/242.7 MB
 69%[==================================                ] 167.6/242.7 MB
 69%[==================================                ] 167.6/242.7 MB
 69%[==================================                ] 167.7/242.7 MB
 69%[==================================                ] 167.7/242.7 MB
 69%[==================================                ] 167.7/242.7 MB
 69%[==================================                ] 167.7/242.7 MB
 69%[==================================                ] 167.7/242.7 MB
 69%[==================================                ] 167.7/242.7 MB
 69%[==================================                ] 167.7/242.7 MB
 69%[==================================                ] 167.7/242.7 MB
 69%[==================================                ] 167.7/242.7 MB
 69%[==================================                ] 167.7/242.7 MB
 69%[==================================                ] 167.7/242.7 MB
 69%[==================================                ] 167.7/242.7 MB
 69%[==================================                ] 167.8/242.7 MB
 69%[==================================                ] 167.8/242.7 MB
 69%[==================================                ] 167.8/242.7 MB
 69%[==================================                ] 167.8/242.7 MB
 69%[==================================                ] 167.8/242.7 MB
 69%[==================================                ] 167.8/242.7 MB
 69%[==================================                ] 167.8/242.7 MB
 69%[==================================                ] 167.8/242.7 MB
 69%[==================================                ] 167.8/242.7 MB
 69%[==================================                ] 167.8/242.7 MB
 69%[==================================                ] 167.8/242.7 MB
 69%[==================================                ] 167.8/242.7 MB
 69%[==================================                ] 167.8/242.7 MB
 69%[==================================                ] 167.9/242.7 MB
 69%[==================================                ] 167.9/242.7 MB
 69%[==================================                ] 167.9/242.7 MB
 69%[==================================                ] 167.9/242.7 MB
 69%[==================================                ] 167.9/242.7 MB
 69%[==================================                ] 167.9/242.7 MB
 69%[==================================                ] 167.9/242.7 MB
 69%[==================================                ] 167.9/242.7 MB
 69%[==================================                ] 167.9/242.7 MB
 69%[==================================                ] 167.9/242.7 MB
 69%[==================================                ] 167.9/242.7 MB
 69%[==================================                ] 167.9/242.7 MB
 69%[==================================                ] 167.9/242.7 MB
 69%[==================================                ] 168.0/242.7 MB
 69%[==================================                ] 168.0/242.7 MB
 69%[==================================                ] 168.0/242.7 MB
 69%[==================================                ] 168.0/242.7 MB
 69%[==================================                ] 168.0/242.7 MB
 69%[==================================                ] 168.0/242.7 MB
 69%[==================================                ] 168.0/242.7 MB
 69%[==================================                ] 168.0/242.7 MB
 69%[==================================                ] 168.0/242.7 MB
 69%[==================================                ] 168.0/242.7 MB
 69%[==================================                ] 168.0/242.7 MB
 69%[==================================                ] 168.0/242.7 MB
 69%[==================================                ] 168.0/242.7 MB
 69%[==================================                ] 168.1/242.7 MB
 69%[==================================                ] 168.1/242.7 MB
 69%[==================================                ] 168.1/242.7 MB
 69%[==================================                ] 168.1/242.7 MB
 69%[==================================                ] 168.1/242.7 MB
 69%[==================================                ] 168.1/242.7 MB
 69%[==================================                ] 168.1/242.7 MB
 69%[==================================                ] 168.1/242.7 MB
 69%[==================================                ] 168.1/242.7 MB
 69%[==================================                ] 168.1/242.7 MB
 69%[==================================                ] 168.1/242.7 MB
 69%[==================================                ] 168.1/242.7 MB
 69%[==================================                ] 168.1/242.7 MB
 69%[==================================                ] 168.2/242.7 MB
 69%[==================================                ] 168.2/242.7 MB
 69%[==================================                ] 168.2/242.7 MB
 69%[==================================                ] 168.2/242.7 MB
 69%[==================================                ] 168.2/242.7 MB
 69%[==================================                ] 168.2/242.7 MB
 69%[==================================                ] 168.2/242.7 MB
 69%[==================================                ] 168.2/242.7 MB
 69%[==================================                ] 168.2/242.7 MB
 69%[==================================                ] 168.2/242.7 MB
 69%[==================================                ] 168.2/242.7 MB
 69%[==================================                ] 168.2/242.7 MB
 69%[==================================                ] 168.2/242.7 MB
 69%[==================================                ] 168.3/242.7 MB
 69%[==================================                ] 168.3/242.7 MB
 69%[==================================                ] 168.3/242.7 MB
 69%[==================================                ] 168.3/242.7 MB
 69%[==================================                ] 168.3/242.7 MB
 69%[==================================                ] 168.3/242.7 MB
 69%[==================================                ] 168.3/242.7 MB
 69%[==================================                ] 168.3/242.7 MB
 69%[==================================                ] 168.3/242.7 MB
 69%[==================================                ] 168.3/242.7 MB
 69%[==================================                ] 168.3/242.7 MB
 69%[==================================                ] 168.3/242.7 MB
 69%[==================================                ] 168.4/242.7 MB
 69%[==================================                ] 168.4/242.7 MB
 69%[==================================                ] 168.4/242.7 MB
 69%[==================================                ] 168.4/242.7 MB
 69%[==================================                ] 168.4/242.7 MB
 69%[==================================                ] 168.4/242.7 MB
 69%[==================================                ] 168.4/242.7 MB
 69%[==================================                ] 168.4/242.7 MB
 69%[==================================                ] 168.4/242.7 MB
 69%[==================================                ] 168.4/242.7 MB
 69%[==================================                ] 168.4/242.7 MB
 69%[==================================                ] 168.4/242.7 MB
 69%[==================================                ] 168.4/242.7 MB
 69%[==================================                ] 168.5/242.7 MB
 69%[==================================                ] 168.5/242.7 MB
 69%[==================================                ] 168.5/242.7 MB
 69%[==================================                ] 168.5/242.7 MB
 69%[==================================                ] 168.5/242.7 MB
 69%[==================================                ] 168.5/242.7 MB
 69%[==================================                ] 168.5/242.7 MB
 69%[==================================                ] 168.5/242.7 MB
 69%[==================================                ] 168.5/242.7 MB
 69%[==================================                ] 168.5/242.7 MB
 69%[==================================                ] 168.5/242.7 MB
 69%[==================================                ] 168.5/242.7 MB
 69%[==================================                ] 168.5/242.7 MB
 69%[==================================                ] 168.6/242.7 MB
 69%[==================================                ] 168.6/242.7 MB
 69%[==================================                ] 168.6/242.7 MB
 69%[==================================                ] 168.6/242.7 MB
 69%[==================================                ] 168.6/242.7 MB
 69%[==================================                ] 168.6/242.7 MB
 69%[==================================                ] 168.6/242.7 MB
 69%[==================================                ] 168.6/242.7 MB
 69%[==================================                ] 168.6/242.7 MB
 69%[==================================                ] 168.6/242.7 MB
 69%[==================================                ] 168.6/242.7 MB
 69%[==================================                ] 168.6/242.7 MB
 69%[==================================                ] 168.6/242.7 MB
 69%[==================================                ] 168.7/242.7 MB
 70%[==================================                ] 168.7/242.7 MB
 70%[==================================                ] 168.7/242.7 MB
 70%[==================================                ] 168.7/242.7 MB
 70%[==================================                ] 168.7/242.7 MB
 70%[==================================                ] 168.7/242.7 MB
 70%[==================================                ] 168.7/242.7 MB
 70%[==================================                ] 168.7/242.7 MB
 70%[==================================                ] 168.7/242.7 MB
 70%[==================================                ] 168.7/242.7 MB
 70%[==================================                ] 168.7/242.7 MB
 70%[==================================                ] 168.7/242.7 MB
 70%[==================================                ] 168.8/242.7 MB
 70%[==================================                ] 168.8/242.7 MB
 70%[==================================                ] 168.8/242.7 MB
 70%[==================================                ] 168.8/242.7 MB
 70%[==================================                ] 168.8/242.7 MB
 70%[==================================                ] 168.8/242.7 MB
 70%[==================================                ] 168.8/242.7 MB
 70%[==================================                ] 168.8/242.7 MB
 70%[==================================                ] 168.8/242.7 MB
 70%[==================================                ] 168.8/242.7 MB
 70%[==================================                ] 168.8/242.7 MB
 70%[==================================                ] 168.8/242.7 MB
 70%[==================================                ] 168.8/242.7 MB
 70%[==================================                ] 168.9/242.7 MB
 70%[==================================                ] 168.9/242.7 MB
 70%[==================================                ] 168.9/242.7 MB
 70%[==================================                ] 168.9/242.7 MB
 70%[==================================                ] 168.9/242.7 MB
 70%[==================================                ] 168.9/242.7 MB
 70%[==================================                ] 168.9/242.7 MB
 70%[==================================                ] 168.9/242.7 MB
 70%[==================================                ] 168.9/242.7 MB
 70%[==================================                ] 168.9/242.7 MB
 70%[==================================                ] 168.9/242.7 MB
 70%[==================================                ] 168.9/242.7 MB
 70%[==================================                ] 168.9/242.7 MB
 70%[==================================                ] 169.0/242.7 MB
 70%[==================================                ] 169.0/242.7 MB
 70%[==================================                ] 169.0/242.7 MB
 70%[==================================                ] 169.0/242.7 MB
 70%[==================================                ] 169.0/242.7 MB
 70%[==================================                ] 169.0/242.7 MB
 70%[==================================                ] 169.0/242.7 MB
 70%[==================================                ] 169.0/242.7 MB
 70%[==================================                ] 169.0/242.7 MB
 70%[==================================                ] 169.0/242.7 MB
 70%[==================================                ] 169.0/242.7 MB
 70%[==================================                ] 169.0/242.7 MB
 70%[==================================                ] 169.0/242.7 MB
 70%[==================================                ] 169.1/242.7 MB
 70%[==================================                ] 169.1/242.7 MB
 70%[==================================                ] 169.1/242.7 MB
 70%[==================================                ] 169.1/242.7 MB
 70%[==================================                ] 169.1/242.7 MB
 70%[==================================                ] 169.1/242.7 MB
 70%[==================================                ] 169.1/242.7 MB
 70%[==================================                ] 169.1/242.7 MB
 70%[==================================                ] 169.1/242.7 MB
 70%[==================================                ] 169.1/242.7 MB
 70%[==================================                ] 169.1/242.7 MB
 70%[==================================                ] 169.1/242.7 MB
 70%[==================================                ] 169.1/242.7 MB
 70%[==================================                ] 169.2/242.7 MB
 70%[==================================                ] 169.2/242.7 MB
 70%[==================================                ] 169.2/242.7 MB
 70%[==================================                ] 169.2/242.7 MB
 70%[==================================                ] 169.2/242.7 MB
 70%[==================================                ] 169.2/242.7 MB
 70%[==================================                ] 169.2/242.7 MB
 70%[==================================                ] 169.2/242.7 MB
 70%[==================================                ] 169.2/242.7 MB
 70%[==================================                ] 169.2/242.7 MB
 70%[==================================                ] 169.2/242.7 MB
 70%[==================================                ] 169.2/242.7 MB
 70%[==================================                ] 169.2/242.7 MB
 70%[==================================                ] 169.3/242.7 MB
 70%[==================================                ] 169.3/242.7 MB
 70%[==================================                ] 169.3/242.7 MB
 70%[==================================                ] 169.3/242.7 MB
 70%[==================================                ] 169.3/242.7 MB
 70%[==================================                ] 169.3/242.7 MB
 70%[==================================                ] 169.3/242.7 MB
 70%[==================================                ] 169.3/242.7 MB
 70%[==================================                ] 169.3/242.7 MB
 70%[==================================                ] 169.3/242.7 MB
 70%[==================================                ] 169.3/242.7 MB
 70%[==================================                ] 169.3/242.7 MB
 70%[==================================                ] 169.4/242.7 MB
 70%[==================================                ] 169.4/242.7 MB
 70%[==================================                ] 169.4/242.7 MB
 70%[==================================                ] 169.4/242.7 MB
 70%[==================================                ] 169.4/242.7 MB
 70%[==================================                ] 169.4/242.7 MB
 70%[==================================                ] 169.4/242.7 MB
 70%[==================================                ] 169.4/242.7 MB
 70%[==================================                ] 169.4/242.7 MB
 70%[==================================                ] 169.4/242.7 MB
 70%[==================================                ] 169.4/242.7 MB
 70%[==================================                ] 169.4/242.7 MB
 70%[==================================                ] 169.4/242.7 MB
 70%[==================================                ] 169.5/242.7 MB
 70%[==================================                ] 169.5/242.7 MB
 70%[==================================                ] 169.5/242.7 MB
 70%[==================================                ] 169.5/242.7 MB
 70%[==================================                ] 169.5/242.7 MB
 70%[==================================                ] 169.5/242.7 MB
 70%[==================================                ] 169.5/242.7 MB
 70%[==================================                ] 169.5/242.7 MB
 70%[==================================                ] 169.5/242.7 MB
 70%[==================================                ] 169.5/242.7 MB
 70%[==================================                ] 169.5/242.7 MB
 70%[==================================                ] 169.5/242.7 MB
 70%[==================================                ] 169.5/242.7 MB
 70%[==================================                ] 169.6/242.7 MB
 70%[==================================                ] 169.6/242.7 MB
 70%[==================================                ] 169.6/242.7 MB
 70%[==================================                ] 169.6/242.7 MB
 70%[==================================                ] 169.6/242.7 MB
 70%[==================================                ] 169.6/242.7 MB
 70%[==================================                ] 169.6/242.7 MB
 70%[==================================                ] 169.6/242.7 MB
 70%[==================================                ] 169.6/242.7 MB
 70%[==================================                ] 169.6/242.7 MB
 70%[==================================                ] 169.6/242.7 MB
 70%[==================================                ] 169.6/242.7 MB
 70%[==================================                ] 169.6/242.7 MB
 70%[==================================                ] 169.7/242.7 MB
 70%[==================================                ] 169.7/242.7 MB
 70%[==================================                ] 169.7/242.7 MB
 70%[==================================                ] 169.7/242.7 MB
 70%[==================================                ] 169.7/242.7 MB
 70%[==================================                ] 169.7/242.7 MB
 70%[==================================                ] 169.7/242.7 MB
 70%[==================================                ] 169.7/242.7 MB
 70%[==================================                ] 169.7/242.7 MB
 70%[==================================                ] 169.7/242.7 MB
 70%[==================================                ] 169.7/242.7 MB
 70%[==================================                ] 169.7/242.7 MB
 70%[==================================                ] 169.8/242.7 MB
 70%[==================================                ] 169.8/242.7 MB
 70%[==================================                ] 169.8/242.7 MB
 70%[==================================                ] 169.8/242.7 MB
 70%[==================================                ] 169.8/242.7 MB
 70%[==================================                ] 169.8/242.7 MB
 70%[==================================                ] 169.8/242.7 MB
 70%[==================================                ] 169.8/242.7 MB
 70%[==================================                ] 169.8/242.7 MB
 70%[==================================                ] 169.8/242.7 MB
 70%[==================================                ] 169.8/242.7 MB
 70%[==================================                ] 169.8/242.7 MB
 70%[==================================                ] 169.8/242.7 MB
 70%[==================================                ] 169.9/242.7 MB
 70%[==================================                ] 169.9/242.7 MB
 70%[==================================                ] 169.9/242.7 MB
 70%[==================================                ] 169.9/242.7 MB
 70%[===================================               ] 169.9/242.7 MB
 70%[===================================               ] 169.9/242.7 MB
 70%[===================================               ] 169.9/242.7 MB
 70%[===================================               ] 169.9/242.7 MB
 70%[===================================               ] 169.9/242.7 MB
 70%[===================================               ] 169.9/242.7 MB
 70%[===================================               ] 169.9/242.7 MB
 70%[===================================               ] 169.9/242.7 MB
 70%[===================================               ] 169.9/242.7 MB
 70%[===================================               ] 170.0/242.7 MB
 70%[===================================               ] 170.0/242.7 MB
 70%[===================================               ] 170.0/242.7 MB
 70%[===================================               ] 170.0/242.7 MB
 70%[===================================               ] 170.0/242.7 MB
 70%[===================================               ] 170.0/242.7 MB
 70%[===================================               ] 170.0/242.7 MB
 70%[===================================               ] 170.0/242.7 MB
 70%[===================================               ] 170.0/242.7 MB
 70%[===================================               ] 170.0/242.7 MB
 70%[===================================               ] 170.0/242.7 MB
 70%[===================================               ] 170.0/242.7 MB
 70%[===================================               ] 170.0/242.7 MB
 70%[===================================               ] 170.1/242.7 MB
 70%[===================================               ] 170.1/242.7 MB
 70%[===================================               ] 170.1/242.7 MB
 70%[===================================               ] 170.1/242.7 MB
 70%[===================================               ] 170.1/242.7 MB
 70%[===================================               ] 170.1/242.7 MB
 70%[===================================               ] 170.1/242.7 MB
 70%[===================================               ] 170.1/242.7 MB
 70%[===================================               ] 170.1/242.7 MB
 70%[===================================               ] 170.1/242.7 MB
 70%[===================================               ] 170.1/242.7 MB
 70%[===================================               ] 170.1/242.7 MB
 70%[===================================               ] 170.1/242.7 MB
 70%[===================================               ] 170.2/242.7 MB
 70%[===================================               ] 170.2/242.7 MB
 70%[===================================               ] 170.2/242.7 MB
 70%[===================================               ] 170.2/242.7 MB
 70%[===================================               ] 170.2/242.7 MB
 70%[===================================               ] 170.2/242.7 MB
 70%[===================================               ] 170.2/242.7 MB
 70%[===================================               ] 170.2/242.7 MB
 70%[===================================               ] 170.2/242.7 MB
 70%[===================================               ] 170.2/242.7 MB
 70%[===================================               ] 170.2/242.7 MB
 70%[===================================               ] 170.2/242.7 MB
 70%[===================================               ] 170.2/242.7 MB
 70%[===================================               ] 170.3/242.7 MB
 70%[===================================               ] 170.3/242.7 MB
 70%[===================================               ] 170.3/242.7 MB
 70%[===================================               ] 170.3/242.7 MB
 70%[===================================               ] 170.3/242.7 MB
 70%[===================================               ] 170.3/242.7 MB
 70%[===================================               ] 170.3/242.7 MB
 70%[===================================               ] 170.3/242.7 MB
 70%[===================================               ] 170.3/242.7 MB
 70%[===================================               ] 170.3/242.7 MB
 70%[===================================               ] 170.3/242.7 MB
 70%[===================================               ] 170.3/242.7 MB
 70%[===================================               ] 170.4/242.7 MB
 70%[===================================               ] 170.4/242.7 MB
 70%[===================================               ] 170.4/242.7 MB
 70%[===================================               ] 170.4/242.7 MB
 70%[===================================               ] 170.4/242.7 MB
 70%[===================================               ] 170.4/242.7 MB
 70%[===================================               ] 170.4/242.7 MB
 70%[===================================               ] 170.4/242.7 MB
 70%[===================================               ] 170.4/242.7 MB
 70%[===================================               ] 170.4/242.7 MB
 70%[===================================               ] 170.4/242.7 MB
 70%[===================================               ] 170.4/242.7 MB
 70%[===================================               ] 170.4/242.7 MB
 70%[===================================               ] 170.5/242.7 MB
 70%[===================================               ] 170.5/242.7 MB
 70%[===================================               ] 170.5/242.7 MB
 70%[===================================               ] 170.5/242.7 MB
 70%[===================================               ] 170.5/242.7 MB
 70%[===================================               ] 170.5/242.7 MB
 70%[===================================               ] 170.5/242.7 MB
 70%[===================================               ] 170.5/242.7 MB
 70%[===================================               ] 170.5/242.7 MB
 70%[===================================               ] 170.5/242.7 MB
 70%[===================================               ] 170.5/242.7 MB
 70%[===================================               ] 170.5/242.7 MB
 70%[===================================               ] 170.5/242.7 MB
 70%[===================================               ] 170.6/242.7 MB
 70%[===================================               ] 170.6/242.7 MB
 70%[===================================               ] 170.6/242.7 MB
 70%[===================================               ] 170.6/242.7 MB
 70%[===================================               ] 170.6/242.7 MB
 70%[===================================               ] 170.6/242.7 MB
 70%[===================================               ] 170.6/242.7 MB
 70%[===================================               ] 170.6/242.7 MB
 70%[===================================               ] 170.6/242.7 MB
 70%[===================================               ] 170.6/242.7 MB
 70%[===================================               ] 170.6/242.7 MB
 70%[===================================               ] 170.6/242.7 MB
 70%[===================================               ] 170.6/242.7 MB
 70%[===================================               ] 170.7/242.7 MB
 70%[===================================               ] 170.7/242.7 MB
 70%[===================================               ] 170.7/242.7 MB
 70%[===================================               ] 170.7/242.7 MB
 70%[===================================               ] 170.7/242.7 MB
 70%[===================================               ] 170.7/242.7 MB
 70%[===================================               ] 170.7/242.7 MB
 70%[===================================               ] 170.7/242.7 MB
 70%[===================================               ] 170.7/242.7 MB
 70%[===================================               ] 170.7/242.7 MB
 70%[===================================               ] 170.7/242.7 MB
 70%[===================================               ] 170.7/242.7 MB
 70%[===================================               ] 170.8/242.7 MB
 70%[===================================               ] 170.8/242.7 MB
 70%[===================================               ] 170.8/242.7 MB
 70%[===================================               ] 170.8/242.7 MB
 70%[===================================               ] 170.8/242.7 MB
 70%[===================================               ] 170.8/242.7 MB
 70%[===================================               ] 170.8/242.7 MB
 70%[===================================               ] 170.8/242.7 MB
 70%[===================================               ] 170.8/242.7 MB
 70%[===================================               ] 170.8/242.7 MB
 70%[===================================               ] 170.8/242.7 MB
 70%[===================================               ] 170.8/242.7 MB
 70%[===================================               ] 170.8/242.7 MB
 70%[===================================               ] 170.9/242.7 MB
 70%[===================================               ] 170.9/242.7 MB
 70%[===================================               ] 170.9/242.7 MB
 70%[===================================               ] 170.9/242.7 MB
 70%[===================================               ] 170.9/242.7 MB
 70%[===================================               ] 170.9/242.7 MB
 70%[===================================               ] 170.9/242.7 MB
 70%[===================================               ] 170.9/242.7 MB
 70%[===================================               ] 170.9/242.7 MB
 70%[===================================               ] 170.9/242.7 MB
 70%[===================================               ] 170.9/242.7 MB
 70%[===================================               ] 170.9/242.7 MB
 70%[===================================               ] 170.9/242.7 MB
 70%[===================================               ] 171.0/242.7 MB
 70%[===================================               ] 171.0/242.7 MB
 70%[===================================               ] 171.0/242.7 MB
 70%[===================================               ] 171.0/242.7 MB
 70%[===================================               ] 171.0/242.7 MB
 70%[===================================               ] 171.0/242.7 MB
 70%[===================================               ] 171.0/242.7 MB
 70%[===================================               ] 171.0/242.7 MB
 70%[===================================               ] 171.0/242.7 MB
 70%[===================================               ] 171.0/242.7 MB
 70%[===================================               ] 171.0/242.7 MB
 70%[===================================               ] 171.0/242.7 MB
 70%[===================================               ] 171.0/242.7 MB
 70%[===================================               ] 171.1/242.7 MB
 70%[===================================               ] 171.1/242.7 MB
 70%[===================================               ] 171.1/242.7 MB
 70%[===================================               ] 171.1/242.7 MB
 70%[===================================               ] 171.1/242.7 MB
 71%[===================================               ] 171.1/242.7 MB
 71%[===================================               ] 171.1/242.7 MB
 71%[===================================               ] 171.1/242.7 MB
 71%[===================================               ] 171.1/242.7 MB
 71%[===================================               ] 171.1/242.7 MB
 71%[===================================               ] 171.1/242.7 MB
 71%[===================================               ] 171.1/242.7 MB
 71%[===================================               ] 171.1/242.7 MB
 71%[===================================               ] 171.2/242.7 MB
 71%[===================================               ] 171.2/242.7 MB
 71%[===================================               ] 171.2/242.7 MB
 71%[===================================               ] 171.2/242.7 MB
 71%[===================================               ] 171.2/242.7 MB
 71%[===================================               ] 171.2/242.7 MB
 71%[===================================               ] 171.2/242.7 MB
 71%[===================================               ] 171.2/242.7 MB
 71%[===================================               ] 171.2/242.7 MB
 71%[===================================               ] 171.2/242.7 MB
 71%[===================================               ] 171.2/242.7 MB
 71%[===================================               ] 171.2/242.7 MB
 71%[===================================               ] 171.2/242.7 MB
 71%[===================================               ] 171.3/242.7 MB
 71%[===================================               ] 171.3/242.7 MB
 71%[===================================               ] 171.3/242.7 MB
 71%[===================================               ] 171.3/242.7 MB
 71%[===================================               ] 171.3/242.7 MB
 71%[===================================               ] 171.3/242.7 MB
 71%[===================================               ] 171.3/242.7 MB
 71%[===================================               ] 171.3/242.7 MB
 71%[===================================               ] 171.3/242.7 MB
 71%[===================================               ] 171.3/242.7 MB
 71%[===================================               ] 171.3/242.7 MB
 71%[===================================               ] 171.3/242.7 MB
 71%[===================================               ] 171.4/242.7 MB
 71%[===================================               ] 171.4/242.7 MB
 71%[===================================               ] 171.4/242.7 MB
 71%[===================================               ] 171.4/242.7 MB
 71%[===================================               ] 171.4/242.7 MB
 71%[===================================               ] 171.4/242.7 MB
 71%[===================================               ] 171.4/242.7 MB
 71%[===================================               ] 171.4/242.7 MB
 71%[===================================               ] 171.4/242.7 MB
 71%[===================================               ] 171.4/242.7 MB
 71%[===================================               ] 171.4/242.7 MB
 71%[===================================               ] 171.4/242.7 MB
 71%[===================================               ] 171.4/242.7 MB
 71%[===================================               ] 171.5/242.7 MB
 71%[===================================               ] 171.5/242.7 MB
 71%[===================================               ] 171.5/242.7 MB
 71%[===================================               ] 171.5/242.7 MB
 71%[===================================               ] 171.5/242.7 MB
 71%[===================================               ] 171.5/242.7 MB
 71%[===================================               ] 171.5/242.7 MB
 71%[===================================               ] 171.5/242.7 MB
 71%[===================================               ] 171.5/242.7 MB
 71%[===================================               ] 171.5/242.7 MB
 71%[===================================               ] 171.5/242.7 MB
 71%[===================================               ] 171.5/242.7 MB
 71%[===================================               ] 171.5/242.7 MB
 71%[===================================               ] 171.6/242.7 MB
 71%[===================================               ] 171.6/242.7 MB
 71%[===================================               ] 171.6/242.7 MB
 71%[===================================               ] 171.6/242.7 MB
 71%[===================================               ] 171.6/242.7 MB
 71%[===================================               ] 171.6/242.7 MB
 71%[===================================               ] 171.6/242.7 MB
 71%[===================================               ] 171.6/242.7 MB
 71%[===================================               ] 171.6/242.7 MB
 71%[===================================               ] 171.6/242.7 MB
 71%[===================================               ] 171.6/242.7 MB
 71%[===================================               ] 171.6/242.7 MB
 71%[===================================               ] 171.6/242.7 MB
 71%[===================================               ] 171.7/242.7 MB
 71%[===================================               ] 171.7/242.7 MB
 71%[===================================               ] 171.7/242.7 MB
 71%[===================================               ] 171.7/242.7 MB
 71%[===================================               ] 171.7/242.7 MB
 71%[===================================               ] 171.7/242.7 MB
 71%[===================================               ] 171.7/242.7 MB
 71%[===================================               ] 171.7/242.7 MB
 71%[===================================               ] 171.7/242.7 MB
 71%[===================================               ] 171.7/242.7 MB
 71%[===================================               ] 171.7/242.7 MB
 71%[===================================               ] 171.7/242.7 MB
 71%[===================================               ] 171.8/242.7 MB
 71%[===================================               ] 171.8/242.7 MB
 71%[===================================               ] 171.8/242.7 MB
 71%[===================================               ] 171.8/242.7 MB
 71%[===================================               ] 171.8/242.7 MB
 71%[===================================               ] 171.8/242.7 MB
 71%[===================================               ] 171.8/242.7 MB
 71%[===================================               ] 171.8/242.7 MB
 71%[===================================               ] 171.8/242.7 MB
 71%[===================================               ] 171.8/242.7 MB
 71%[===================================               ] 171.8/242.7 MB
 71%[===================================               ] 171.8/242.7 MB
 71%[===================================               ] 171.8/242.7 MB
 71%[===================================               ] 171.9/242.7 MB
 71%[===================================               ] 171.9/242.7 MB
 71%[===================================               ] 171.9/242.7 MB
 71%[===================================               ] 171.9/242.7 MB
 71%[===================================               ] 171.9/242.7 MB
 71%[===================================               ] 171.9/242.7 MB
 71%[===================================               ] 171.9/242.7 MB
 71%[===================================               ] 171.9/242.7 MB
 71%[===================================               ] 171.9/242.7 MB
 71%[===================================               ] 171.9/242.7 MB
 71%[===================================               ] 171.9/242.7 MB
 71%[===================================               ] 171.9/242.7 MB
 71%[===================================               ] 171.9/242.7 MB
 71%[===================================               ] 172.0/242.7 MB
 71%[===================================               ] 172.0/242.7 MB
 71%[===================================               ] 172.0/242.7 MB
 71%[===================================               ] 172.0/242.7 MB
 71%[===================================               ] 172.0/242.7 MB
 71%[===================================               ] 172.0/242.7 MB
 71%[===================================               ] 172.0/242.7 MB
 71%[===================================               ] 172.0/242.7 MB
 71%[===================================               ] 172.0/242.7 MB
 71%[===================================               ] 172.0/242.7 MB
 71%[===================================               ] 172.0/242.7 MB
 71%[===================================               ] 172.0/242.7 MB
 71%[===================================               ] 172.0/242.7 MB
 71%[===================================               ] 172.1/242.7 MB
 71%[===================================               ] 172.1/242.7 MB
 71%[===================================               ] 172.1/242.7 MB
 71%[===================================               ] 172.1/242.7 MB
 71%[===================================               ] 172.1/242.7 MB
 71%[===================================               ] 172.1/242.7 MB
 71%[===================================               ] 172.1/242.7 MB
 71%[===================================               ] 172.1/242.7 MB
 71%[===================================               ] 172.1/242.7 MB
 71%[===================================               ] 172.1/242.7 MB
 71%[===================================               ] 172.1/242.7 MB
 71%[===================================               ] 172.1/242.7 MB
 71%[===================================               ] 172.1/242.7 MB
 71%[===================================               ] 172.2/242.7 MB
 71%[===================================               ] 172.2/242.7 MB
 71%[===================================               ] 172.2/242.7 MB
 71%[===================================               ] 172.2/242.7 MB
 71%[===================================               ] 172.2/242.7 MB
 71%[===================================               ] 172.2/242.7 MB
 71%[===================================               ] 172.2/242.7 MB
 71%[===================================               ] 172.2/242.7 MB
 71%[===================================               ] 172.2/242.7 MB
 71%[===================================               ] 172.2/242.7 MB
 71%[===================================               ] 172.2/242.7 MB
 71%[===================================               ] 172.2/242.7 MB
 71%[===================================               ] 172.2/242.7 MB
 71%[===================================               ] 172.3/242.7 MB
 71%[===================================               ] 172.3/242.7 MB
 71%[===================================               ] 172.3/242.7 MB
 71%[===================================               ] 172.3/242.7 MB
 71%[===================================               ] 172.3/242.7 MB
 71%[===================================               ] 172.3/242.7 MB
 71%[===================================               ] 172.3/242.7 MB
 71%[===================================               ] 172.3/242.7 MB
 71%[===================================               ] 172.3/242.7 MB
 71%[===================================               ] 172.3/242.7 MB
 71%[===================================               ] 172.3/242.7 MB
 71%[===================================               ] 172.3/242.7 MB
 71%[===================================               ] 172.4/242.7 MB
 71%[===================================               ] 172.4/242.7 MB
 71%[===================================               ] 172.4/242.7 MB
 71%[===================================               ] 172.4/242.7 MB
 71%[===================================               ] 172.4/242.7 MB
 71%[===================================               ] 172.4/242.7 MB
 71%[===================================               ] 172.4/242.7 MB
 71%[===================================               ] 172.4/242.7 MB
 71%[===================================               ] 172.4/242.7 MB
 71%[===================================               ] 172.4/242.7 MB
 71%[===================================               ] 172.4/242.7 MB
 71%[===================================               ] 172.4/242.7 MB
 71%[===================================               ] 172.4/242.7 MB
 71%[===================================               ] 172.5/242.7 MB
 71%[===================================               ] 172.5/242.7 MB
 71%[===================================               ] 172.5/242.7 MB
 71%[===================================               ] 172.5/242.7 MB
 71%[===================================               ] 172.5/242.7 MB
 71%[===================================               ] 172.5/242.7 MB
 71%[===================================               ] 172.5/242.7 MB
 71%[===================================               ] 172.5/242.7 MB
 71%[===================================               ] 172.5/242.7 MB
 71%[===================================               ] 172.5/242.7 MB
 71%[===================================               ] 172.5/242.7 MB
 71%[===================================               ] 172.5/242.7 MB
 71%[===================================               ] 172.5/242.7 MB
 71%[===================================               ] 172.6/242.7 MB
 71%[===================================               ] 172.6/242.7 MB
 71%[===================================               ] 172.6/242.7 MB
 71%[===================================               ] 172.6/242.7 MB
 71%[===================================               ] 172.6/242.7 MB
 71%[===================================               ] 172.6/242.7 MB
 71%[===================================               ] 172.6/242.7 MB
 71%[===================================               ] 172.6/242.7 MB
 71%[===================================               ] 172.6/242.7 MB
 71%[===================================               ] 172.6/242.7 MB
 71%[===================================               ] 172.6/242.7 MB
 71%[===================================               ] 172.6/242.7 MB
 71%[===================================               ] 172.6/242.7 MB
 71%[===================================               ] 172.7/242.7 MB
 71%[===================================               ] 172.7/242.7 MB
 71%[===================================               ] 172.7/242.7 MB
 71%[===================================               ] 172.7/242.7 MB
 71%[===================================               ] 172.7/242.7 MB
 71%[===================================               ] 172.7/242.7 MB
 71%[===================================               ] 172.7/242.7 MB
 71%[===================================               ] 172.7/242.7 MB
 71%[===================================               ] 172.7/242.7 MB
 71%[===================================               ] 172.7/242.7 MB
 71%[===================================               ] 172.7/242.7 MB
 71%[===================================               ] 172.7/242.7 MB
 71%[===================================               ] 172.8/242.7 MB
 71%[===================================               ] 172.8/242.7 MB
 71%[===================================               ] 172.8/242.7 MB
 71%[===================================               ] 172.8/242.7 MB
 71%[===================================               ] 172.8/242.7 MB
 71%[===================================               ] 172.8/242.7 MB
 71%[===================================               ] 172.8/242.7 MB
 71%[===================================               ] 172.8/242.7 MB
 71%[===================================               ] 172.8/242.7 MB
 71%[===================================               ] 172.8/242.7 MB
 71%[===================================               ] 172.8/242.7 MB
 71%[===================================               ] 172.8/242.7 MB
 71%[===================================               ] 172.8/242.7 MB
 71%[===================================               ] 172.9/242.7 MB
 71%[===================================               ] 172.9/242.7 MB
 71%[===================================               ] 172.9/242.7 MB
 71%[===================================               ] 172.9/242.7 MB
 71%[===================================               ] 172.9/242.7 MB
 71%[===================================               ] 172.9/242.7 MB
 71%[===================================               ] 172.9/242.7 MB
 71%[===================================               ] 172.9/242.7 MB
 71%[===================================               ] 172.9/242.7 MB
 71%[===================================               ] 172.9/242.7 MB
 71%[===================================               ] 172.9/242.7 MB
 71%[===================================               ] 172.9/242.7 MB
 71%[===================================               ] 172.9/242.7 MB
 71%[===================================               ] 173.0/242.7 MB
 71%[===================================               ] 173.0/242.7 MB
 71%[===================================               ] 173.0/242.7 MB
 71%[===================================               ] 173.0/242.7 MB
 71%[===================================               ] 173.0/242.7 MB
 71%[===================================               ] 173.0/242.7 MB
 71%[===================================               ] 173.0/242.7 MB
 71%[===================================               ] 173.0/242.7 MB
 71%[===================================               ] 173.0/242.7 MB
 71%[===================================               ] 173.0/242.7 MB
 71%[===================================               ] 173.0/242.7 MB
 71%[===================================               ] 173.0/242.7 MB
 71%[===================================               ] 173.0/242.7 MB
 71%[===================================               ] 173.1/242.7 MB
 71%[===================================               ] 173.1/242.7 MB
 71%[===================================               ] 173.1/242.7 MB
 71%[===================================               ] 173.1/242.7 MB
 71%[===================================               ] 173.1/242.7 MB
 71%[===================================               ] 173.1/242.7 MB
 71%[===================================               ] 173.1/242.7 MB
 71%[===================================               ] 173.1/242.7 MB
 71%[===================================               ] 173.1/242.7 MB
 71%[===================================               ] 173.1/242.7 MB
 71%[===================================               ] 173.1/242.7 MB
 71%[===================================               ] 173.1/242.7 MB
 71%[===================================               ] 173.1/242.7 MB
 71%[===================================               ] 173.2/242.7 MB
 71%[===================================               ] 173.2/242.7 MB
 71%[===================================               ] 173.2/242.7 MB
 71%[===================================               ] 173.2/242.7 MB
 71%[===================================               ] 173.2/242.7 MB
 71%[===================================               ] 173.2/242.7 MB
 71%[===================================               ] 173.2/242.7 MB
 71%[===================================               ] 173.2/242.7 MB
 71%[===================================               ] 173.2/242.7 MB
 71%[===================================               ] 173.2/242.7 MB
 71%[===================================               ] 173.2/242.7 MB
 71%[===================================               ] 173.2/242.7 MB
 71%[===================================               ] 173.2/242.7 MB
 71%[===================================               ] 173.3/242.7 MB
 71%[===================================               ] 173.3/242.7 MB
 71%[===================================               ] 173.3/242.7 MB
 71%[===================================               ] 173.3/242.7 MB
 71%[===================================               ] 173.3/242.7 MB
 71%[===================================               ] 173.3/242.7 MB
 71%[===================================               ] 173.3/242.7 MB
 71%[===================================               ] 173.3/242.7 MB
 71%[===================================               ] 173.3/242.7 MB
 71%[===================================               ] 173.3/242.7 MB
 71%[===================================               ] 173.3/242.7 MB
 71%[===================================               ] 173.3/242.7 MB
 71%[===================================               ] 173.4/242.7 MB
 71%[===================================               ] 173.4/242.7 MB
 71%[===================================               ] 173.4/242.7 MB
 71%[===================================               ] 173.4/242.7 MB
 71%[===================================               ] 173.4/242.7 MB
 71%[===================================               ] 173.4/242.7 MB
 71%[===================================               ] 173.4/242.7 MB
 71%[===================================               ] 173.4/242.7 MB
 71%[===================================               ] 173.4/242.7 MB
 71%[===================================               ] 173.4/242.7 MB
 71%[===================================               ] 173.4/242.7 MB
 71%[===================================               ] 173.4/242.7 MB
 71%[===================================               ] 173.4/242.7 MB
 71%[===================================               ] 173.5/242.7 MB
 71%[===================================               ] 173.5/242.7 MB
 71%[===================================               ] 173.5/242.7 MB
 71%[===================================               ] 173.5/242.7 MB
 71%[===================================               ] 173.5/242.7 MB
 71%[===================================               ] 173.5/242.7 MB
 71%[===================================               ] 173.5/242.7 MB
 71%[===================================               ] 173.5/242.7 MB
 71%[===================================               ] 173.5/242.7 MB
 72%[===================================               ] 173.5/242.7 MB
 72%[===================================               ] 173.5/242.7 MB
 72%[===================================               ] 173.5/242.7 MB
 72%[===================================               ] 173.5/242.7 MB
 72%[===================================               ] 173.6/242.7 MB
 72%[===================================               ] 173.6/242.7 MB
 72%[===================================               ] 173.6/242.7 MB
 72%[===================================               ] 173.6/242.7 MB
 72%[===================================               ] 173.6/242.7 MB
 72%[===================================               ] 173.6/242.7 MB
 72%[===================================               ] 173.6/242.7 MB
 72%[===================================               ] 173.6/242.7 MB
 72%[===================================               ] 173.6/242.7 MB
 72%[===================================               ] 173.6/242.7 MB
 72%[===================================               ] 173.6/242.7 MB
 72%[===================================               ] 173.6/242.7 MB
 72%[===================================               ] 173.6/242.7 MB
 72%[===================================               ] 173.7/242.7 MB
 72%[===================================               ] 173.7/242.7 MB
 72%[===================================               ] 173.7/242.7 MB
 72%[===================================               ] 173.7/242.7 MB
 72%[===================================               ] 173.7/242.7 MB
 72%[===================================               ] 173.7/242.7 MB
 72%[===================================               ] 173.7/242.7 MB
 72%[===================================               ] 173.7/242.7 MB
 72%[===================================               ] 173.7/242.7 MB
 72%[===================================               ] 173.7/242.7 MB
 72%[===================================               ] 173.7/242.7 MB
 72%[===================================               ] 173.7/242.7 MB
 72%[===================================               ] 173.8/242.7 MB
 72%[===================================               ] 173.8/242.7 MB
 72%[===================================               ] 173.8/242.7 MB
 72%[===================================               ] 173.8/242.7 MB
 72%[===================================               ] 173.8/242.7 MB
 72%[===================================               ] 173.8/242.7 MB
 72%[===================================               ] 173.8/242.7 MB
 72%[===================================               ] 173.8/242.7 MB
 72%[===================================               ] 173.8/242.7 MB
 72%[===================================               ] 173.8/242.7 MB
 72%[===================================               ] 173.8/242.7 MB
 72%[===================================               ] 173.8/242.7 MB
 72%[===================================               ] 173.8/242.7 MB
 72%[===================================               ] 173.9/242.7 MB
 72%[===================================               ] 173.9/242.7 MB
 72%[===================================               ] 173.9/242.7 MB
 72%[===================================               ] 173.9/242.7 MB
 72%[===================================               ] 173.9/242.7 MB
 72%[===================================               ] 173.9/242.7 MB
 72%[===================================               ] 173.9/242.7 MB
 72%[===================================               ] 173.9/242.7 MB
 72%[===================================               ] 173.9/242.7 MB
 72%[===================================               ] 173.9/242.7 MB
 72%[===================================               ] 173.9/242.7 MB
 72%[===================================               ] 173.9/242.7 MB
 72%[===================================               ] 173.9/242.7 MB
 72%[===================================               ] 174.0/242.7 MB
 72%[===================================               ] 174.0/242.7 MB
 72%[===================================               ] 174.0/242.7 MB
 72%[===================================               ] 174.0/242.7 MB
 72%[===================================               ] 174.0/242.7 MB
 72%[===================================               ] 174.0/242.7 MB
 72%[===================================               ] 174.0/242.7 MB
 72%[===================================               ] 174.0/242.7 MB
 72%[===================================               ] 174.0/242.7 MB
 72%[===================================               ] 174.0/242.7 MB
 72%[===================================               ] 174.0/242.7 MB
 72%[===================================               ] 174.0/242.7 MB
 72%[===================================               ] 174.0/242.7 MB
 72%[===================================               ] 174.1/242.7 MB
 72%[===================================               ] 174.1/242.7 MB
 72%[===================================               ] 174.1/242.7 MB
 72%[===================================               ] 174.1/242.7 MB
 72%[===================================               ] 174.1/242.7 MB
 72%[===================================               ] 174.1/242.7 MB
 72%[===================================               ] 174.1/242.7 MB
 72%[===================================               ] 174.1/242.7 MB
 72%[===================================               ] 174.1/242.7 MB
 72%[===================================               ] 174.1/242.7 MB
 72%[===================================               ] 174.1/242.7 MB
 72%[===================================               ] 174.1/242.7 MB
 72%[===================================               ] 174.1/242.7 MB
 72%[===================================               ] 174.2/242.7 MB
 72%[===================================               ] 174.2/242.7 MB
 72%[===================================               ] 174.2/242.7 MB
 72%[===================================               ] 174.2/242.7 MB
 72%[===================================               ] 174.2/242.7 MB
 72%[===================================               ] 174.2/242.7 MB
 72%[===================================               ] 174.2/242.7 MB
 72%[===================================               ] 174.2/242.7 MB
 72%[===================================               ] 174.2/242.7 MB
 72%[===================================               ] 174.2/242.7 MB
 72%[===================================               ] 174.2/242.7 MB
 72%[===================================               ] 174.2/242.7 MB
 72%[===================================               ] 174.2/242.7 MB
 72%[===================================               ] 174.3/242.7 MB
 72%[===================================               ] 174.3/242.7 MB
 72%[===================================               ] 174.3/242.7 MB
 72%[===================================               ] 174.3/242.7 MB
 72%[===================================               ] 174.3/242.7 MB
 72%[===================================               ] 174.3/242.7 MB
 72%[===================================               ] 174.3/242.7 MB
 72%[===================================               ] 174.3/242.7 MB
 72%[===================================               ] 174.3/242.7 MB
 72%[===================================               ] 174.3/242.7 MB
 72%[===================================               ] 174.3/242.7 MB
 72%[===================================               ] 174.3/242.7 MB
 72%[===================================               ] 174.4/242.7 MB
 72%[===================================               ] 174.4/242.7 MB
 72%[===================================               ] 174.4/242.7 MB
 72%[===================================               ] 174.4/242.7 MB
 72%[===================================               ] 174.4/242.7 MB
 72%[===================================               ] 174.4/242.7 MB
 72%[===================================               ] 174.4/242.7 MB
 72%[===================================               ] 174.4/242.7 MB
 72%[===================================               ] 174.4/242.7 MB
 72%[===================================               ] 174.4/242.7 MB
 72%[===================================               ] 174.4/242.7 MB
 72%[===================================               ] 174.4/242.7 MB
 72%[===================================               ] 174.4/242.7 MB
 72%[===================================               ] 174.5/242.7 MB
 72%[===================================               ] 174.5/242.7 MB
 72%[===================================               ] 174.5/242.7 MB
 72%[===================================               ] 174.5/242.7 MB
 72%[===================================               ] 174.5/242.7 MB
 72%[===================================               ] 174.5/242.7 MB
 72%[===================================               ] 174.5/242.7 MB
 72%[===================================               ] 174.5/242.7 MB
 72%[===================================               ] 174.5/242.7 MB
 72%[===================================               ] 174.5/242.7 MB
 72%[===================================               ] 174.5/242.7 MB
 72%[===================================               ] 174.5/242.7 MB
 72%[===================================               ] 174.5/242.7 MB
 72%[===================================               ] 174.6/242.7 MB
 72%[===================================               ] 174.6/242.7 MB
 72%[===================================               ] 174.6/242.7 MB
 72%[===================================               ] 174.6/242.7 MB
 72%[===================================               ] 174.6/242.7 MB
 72%[===================================               ] 174.6/242.7 MB
 72%[===================================               ] 174.6/242.7 MB
 72%[===================================               ] 174.6/242.7 MB
 72%[===================================               ] 174.6/242.7 MB
 72%[===================================               ] 174.6/242.7 MB
 72%[===================================               ] 174.6/242.7 MB
 72%[===================================               ] 174.6/242.7 MB
 72%[===================================               ] 174.6/242.7 MB
 72%[===================================               ] 174.7/242.7 MB
 72%[===================================               ] 174.7/242.7 MB
 72%[===================================               ] 174.7/242.7 MB
 72%[===================================               ] 174.7/242.7 MB
 72%[===================================               ] 174.7/242.7 MB
 72%[===================================               ] 174.7/242.7 MB
 72%[===================================               ] 174.7/242.7 MB
 72%[===================================               ] 174.7/242.7 MB
 72%[===================================               ] 174.7/242.7 MB
 72%[===================================               ] 174.7/242.7 MB
 72%[====================================              ] 174.7/242.7 MB
 72%[====================================              ] 174.7/242.7 MB
 72%[====================================              ] 174.8/242.7 MB
 72%[====================================              ] 174.8/242.7 MB
 72%[====================================              ] 174.8/242.7 MB
 72%[====================================              ] 174.8/242.7 MB
 72%[====================================              ] 174.8/242.7 MB
 72%[====================================              ] 174.8/242.7 MB
 72%[====================================              ] 174.8/242.7 MB
 72%[====================================              ] 174.8/242.7 MB
 72%[====================================              ] 174.8/242.7 MB
 72%[====================================              ] 174.8/242.7 MB
 72%[====================================              ] 174.8/242.7 MB
 72%[====================================              ] 174.8/242.7 MB
 72%[====================================              ] 174.8/242.7 MB
 72%[====================================              ] 174.9/242.7 MB
 72%[====================================              ] 174.9/242.7 MB
 72%[====================================              ] 174.9/242.7 MB
 72%[====================================              ] 174.9/242.7 MB
 72%[====================================              ] 174.9/242.7 MB
 72%[====================================              ] 174.9/242.7 MB
 72%[====================================              ] 174.9/242.7 MB
 72%[====================================              ] 174.9/242.7 MB
 72%[====================================              ] 174.9/242.7 MB
 72%[====================================              ] 174.9/242.7 MB
 72%[====================================              ] 174.9/242.7 MB
 72%[====================================              ] 174.9/242.7 MB
 72%[====================================              ] 174.9/242.7 MB
 72%[====================================              ] 175.0/242.7 MB
 72%[====================================              ] 175.0/242.7 MB
 72%[====================================              ] 175.0/242.7 MB
 72%[====================================              ] 175.0/242.7 MB
 72%[====================================              ] 175.0/242.7 MB
 72%[====================================              ] 175.0/242.7 MB
 72%[====================================              ] 175.0/242.7 MB
 72%[====================================              ] 175.0/242.7 MB
 72%[====================================              ] 175.0/242.7 MB
 72%[====================================              ] 175.0/242.7 MB
 72%[====================================              ] 175.0/242.7 MB
 72%[====================================              ] 175.0/242.7 MB
 72%[====================================              ] 175.0/242.7 MB
 72%[====================================              ] 175.1/242.7 MB
 72%[====================================              ] 175.1/242.7 MB
 72%[====================================              ] 175.1/242.7 MB
 72%[====================================              ] 175.1/242.7 MB
 72%[====================================              ] 175.1/242.7 MB
 72%[====================================              ] 175.1/242.7 MB
 72%[====================================              ] 175.1/242.7 MB
 72%[====================================              ] 175.1/242.7 MB
 72%[====================================              ] 175.1/242.7 MB
 72%[====================================              ] 175.1/242.7 MB
 72%[====================================              ] 175.1/242.7 MB
 72%[====================================              ] 175.1/242.7 MB
 72%[====================================              ] 175.1/242.7 MB
 72%[====================================              ] 175.2/242.7 MB
 72%[====================================              ] 175.2/242.7 MB
 72%[====================================              ] 175.2/242.7 MB
 72%[====================================              ] 175.2/242.7 MB
 72%[====================================              ] 175.2/242.7 MB
 72%[====================================              ] 175.2/242.7 MB
 72%[====================================              ] 175.2/242.7 MB
 72%[====================================              ] 175.2/242.7 MB
 72%[====================================              ] 175.2/242.7 MB
 72%[====================================              ] 175.2/242.7 MB
 72%[====================================              ] 175.2/242.7 MB
 72%[====================================              ] 175.2/242.7 MB
 72%[====================================              ] 175.2/242.7 MB
 72%[====================================              ] 175.3/242.7 MB
 72%[====================================              ] 175.3/242.7 MB
 72%[====================================              ] 175.3/242.7 MB
 72%[====================================              ] 175.3/242.7 MB
 72%[====================================              ] 175.3/242.7 MB
 72%[====================================              ] 175.3/242.7 MB
 72%[====================================              ] 175.3/242.7 MB
 72%[====================================              ] 175.3/242.7 MB
 72%[====================================              ] 175.3/242.7 MB
 72%[====================================              ] 175.3/242.7 MB
 72%[====================================              ] 175.3/242.7 MB
 72%[====================================              ] 175.3/242.7 MB
 72%[====================================              ] 175.4/242.7 MB
 72%[====================================              ] 175.4/242.7 MB
 72%[====================================              ] 175.4/242.7 MB
 72%[====================================              ] 175.4/242.7 MB
 72%[====================================              ] 175.4/242.7 MB
 72%[====================================              ] 175.4/242.7 MB
 72%[====================================              ] 175.4/242.7 MB
 72%[====================================              ] 175.4/242.7 MB
 72%[====================================              ] 175.4/242.7 MB
 72%[====================================              ] 175.4/242.7 MB
 72%[====================================              ] 175.4/242.7 MB
 72%[====================================              ] 175.4/242.7 MB
 72%[====================================              ] 175.4/242.7 MB
 72%[====================================              ] 175.5/242.7 MB
 72%[====================================              ] 175.5/242.7 MB
 72%[====================================              ] 175.5/242.7 MB
 72%[====================================              ] 175.5/242.7 MB
 72%[====================================              ] 175.5/242.7 MB
 72%[====================================              ] 175.5/242.7 MB
 72%[====================================              ] 175.5/242.7 MB
 72%[====================================              ] 175.5/242.7 MB
 72%[====================================              ] 175.5/242.7 MB
 72%[====================================              ] 175.5/242.7 MB
 72%[====================================              ] 175.5/242.7 MB
 72%[====================================              ] 175.5/242.7 MB
 72%[====================================              ] 175.5/242.7 MB
 72%[====================================              ] 175.6/242.7 MB
 72%[====================================              ] 175.6/242.7 MB
 72%[====================================              ] 175.6/242.7 MB
 72%[====================================              ] 175.6/242.7 MB
 72%[====================================              ] 175.6/242.7 MB
 72%[====================================              ] 175.6/242.7 MB
 72%[====================================              ] 175.6/242.7 MB
 72%[====================================              ] 175.6/242.7 MB
 72%[====================================              ] 175.6/242.7 MB
 72%[====================================              ] 175.6/242.7 MB
 72%[====================================              ] 175.6/242.7 MB
 72%[====================================              ] 175.6/242.7 MB
 72%[====================================              ] 175.6/242.7 MB
 72%[====================================              ] 175.7/242.7 MB
 72%[====================================              ] 175.7/242.7 MB
 72%[====================================              ] 175.7/242.7 MB
 72%[====================================              ] 175.7/242.7 MB
 72%[====================================              ] 175.7/242.7 MB
 72%[====================================              ] 175.7/242.7 MB
 72%[====================================              ] 175.7/242.7 MB
 72%[====================================              ] 175.7/242.7 MB
 72%[====================================              ] 175.7/242.7 MB
 72%[====================================              ] 175.7/242.7 MB
 72%[====================================              ] 175.7/242.7 MB
 72%[====================================              ] 175.7/242.7 MB
 72%[====================================              ] 175.8/242.7 MB
 72%[====================================              ] 175.8/242.7 MB
 72%[====================================              ] 175.8/242.7 MB
 72%[====================================              ] 175.8/242.7 MB
 72%[====================================              ] 175.8/242.7 MB
 72%[====================================              ] 175.8/242.7 MB
 72%[====================================              ] 175.8/242.7 MB
 72%[====================================              ] 175.8/242.7 MB
 72%[====================================              ] 175.8/242.7 MB
 72%[====================================              ] 175.8/242.7 MB
 72%[====================================              ] 175.8/242.7 MB
 72%[====================================              ] 175.8/242.7 MB
 72%[====================================              ] 175.8/242.7 MB
 72%[====================================              ] 175.9/242.7 MB
 72%[====================================              ] 175.9/242.7 MB
 72%[====================================              ] 175.9/242.7 MB
 72%[====================================              ] 175.9/242.7 MB
 72%[====================================              ] 175.9/242.7 MB
 72%[====================================              ] 175.9/242.7 MB
 72%[====================================              ] 175.9/242.7 MB
 72%[====================================              ] 175.9/242.7 MB
 72%[====================================              ] 175.9/242.7 MB
 72%[====================================              ] 175.9/242.7 MB
 72%[====================================              ] 175.9/242.7 MB
 72%[====================================              ] 175.9/242.7 MB
 73%[====================================              ] 175.9/242.7 MB
 73%[====================================              ] 176.0/242.7 MB
 73%[====================================              ] 176.0/242.7 MB
 73%[====================================              ] 176.0/242.7 MB
 73%[====================================              ] 176.0/242.7 MB
 73%[====================================              ] 176.0/242.7 MB
 73%[====================================              ] 176.0/242.7 MB
 73%[====================================              ] 176.0/242.7 MB
 73%[====================================              ] 176.0/242.7 MB
 73%[====================================              ] 176.0/242.7 MB
 73%[====================================              ] 176.0/242.7 MB
 73%[====================================              ] 176.0/242.7 MB
 73%[====================================              ] 176.0/242.7 MB
 73%[====================================              ] 176.0/242.7 MB
 73%[====================================              ] 176.1/242.7 MB
 73%[====================================              ] 176.1/242.7 MB
 73%[====================================              ] 176.1/242.7 MB
 73%[====================================              ] 176.1/242.7 MB
 73%[====================================              ] 176.1/242.7 MB
 73%[====================================              ] 176.1/242.7 MB
 73%[====================================              ] 176.1/242.7 MB
 73%[====================================              ] 176.1/242.7 MB
 73%[====================================              ] 176.1/242.7 MB
 73%[====================================              ] 176.1/242.7 MB
 73%[====================================              ] 176.1/242.7 MB
 73%[====================================              ] 176.1/242.7 MB
 73%[====================================              ] 176.1/242.7 MB
 73%[====================================              ] 176.2/242.7 MB
 73%[====================================              ] 176.2/242.7 MB
 73%[====================================              ] 176.2/242.7 MB
 73%[====================================              ] 176.2/242.7 MB
 73%[====================================              ] 176.2/242.7 MB
 73%[====================================              ] 176.2/242.7 MB
 73%[====================================              ] 176.2/242.7 MB
 73%[====================================              ] 176.2/242.7 MB
 73%[====================================              ] 176.2/242.7 MB
 73%[====================================              ] 176.2/242.7 MB
 73%[====================================              ] 176.2/242.7 MB
 73%[====================================              ] 176.2/242.7 MB
 73%[====================================              ] 176.2/242.7 MB
 73%[====================================              ] 176.3/242.7 MB
 73%[====================================              ] 176.3/242.7 MB
 73%[====================================              ] 176.3/242.7 MB
 73%[====================================              ] 176.3/242.7 MB
 73%[====================================              ] 176.3/242.7 MB
 73%[====================================              ] 176.3/242.7 MB
 73%[====================================              ] 176.3/242.7 MB
 73%[====================================              ] 176.3/242.7 MB
 73%[====================================              ] 176.3/242.7 MB
 73%[====================================              ] 176.3/242.7 MB
 73%[====================================              ] 176.3/242.7 MB
 73%[====================================              ] 176.3/242.7 MB
 73%[====================================              ] 176.4/242.7 MB
 73%[====================================              ] 176.4/242.7 MB
 73%[====================================              ] 176.4/242.7 MB
 73%[====================================              ] 176.4/242.7 MB
 73%[====================================              ] 176.4/242.7 MB
 73%[====================================              ] 176.4/242.7 MB
 73%[====================================              ] 176.4/242.7 MB
 73%[====================================              ] 176.4/242.7 MB
 73%[====================================              ] 176.4/242.7 MB
 73%[====================================              ] 176.4/242.7 MB
 73%[====================================              ] 176.4/242.7 MB
 73%[====================================              ] 176.4/242.7 MB
 73%[====================================              ] 176.4/242.7 MB
 73%[====================================              ] 176.5/242.7 MB
 73%[====================================              ] 176.5/242.7 MB
 73%[====================================              ] 176.5/242.7 MB
 73%[====================================              ] 176.5/242.7 MB
 73%[====================================              ] 176.5/242.7 MB
 73%[====================================              ] 176.5/242.7 MB
 73%[====================================              ] 176.5/242.7 MB
 73%[====================================              ] 176.5/242.7 MB
 73%[====================================              ] 176.5/242.7 MB
 73%[====================================              ] 176.5/242.7 MB
 73%[====================================              ] 176.5/242.7 MB
 73%[====================================              ] 176.5/242.7 MB
 73%[====================================              ] 176.5/242.7 MB
 73%[====================================              ] 176.6/242.7 MB
 73%[====================================              ] 176.6/242.7 MB
 73%[====================================              ] 176.6/242.7 MB
 73%[====================================              ] 176.6/242.7 MB
 73%[====================================              ] 176.6/242.7 MB
 73%[====================================              ] 176.6/242.7 MB
 73%[====================================              ] 176.6/242.7 MB
 73%[====================================              ] 176.6/242.7 MB
 73%[====================================              ] 176.6/242.7 MB
 73%[====================================              ] 176.6/242.7 MB
 73%[====================================              ] 176.6/242.7 MB
 73%[====================================              ] 176.6/242.7 MB
 73%[====================================              ] 176.6/242.7 MB
 73%[====================================              ] 176.7/242.7 MB
 73%[====================================              ] 176.7/242.7 MB
 73%[====================================              ] 176.7/242.7 MB
 73%[====================================              ] 176.7/242.7 MB
 73%[====================================              ] 176.7/242.7 MB
 73%[====================================              ] 176.7/242.7 MB
 73%[====================================              ] 176.7/242.7 MB
 73%[====================================              ] 176.7/242.7 MB
 73%[====================================              ] 176.7/242.7 MB
 73%[====================================              ] 176.7/242.7 MB
 73%[====================================              ] 176.7/242.7 MB
 73%[====================================              ] 176.7/242.7 MB
 73%[====================================              ] 176.8/242.7 MB
 73%[====================================              ] 176.8/242.7 MB
 73%[====================================              ] 176.8/242.7 MB
 73%[====================================              ] 176.8/242.7 MB
 73%[====================================              ] 176.8/242.7 MB
 73%[====================================              ] 176.8/242.7 MB
 73%[====================================              ] 176.8/242.7 MB
 73%[====================================              ] 176.8/242.7 MB
 73%[====================================              ] 176.8/242.7 MB
 73%[====================================              ] 176.8/242.7 MB
 73%[====================================              ] 176.8/242.7 MB
 73%[====================================              ] 176.8/242.7 MB
 73%[====================================              ] 176.8/242.7 MB
 73%[====================================              ] 176.9/242.7 MB
 73%[====================================              ] 176.9/242.7 MB
 73%[====================================              ] 176.9/242.7 MB
 73%[====================================              ] 176.9/242.7 MB
 73%[====================================              ] 176.9/242.7 MB
 73%[====================================              ] 176.9/242.7 MB
 73%[====================================              ] 176.9/242.7 MB
 73%[====================================              ] 176.9/242.7 MB
 73%[====================================              ] 176.9/242.7 MB
 73%[====================================              ] 176.9/242.7 MB
 73%[====================================              ] 176.9/242.7 MB
 73%[====================================              ] 176.9/242.7 MB
 73%[====================================              ] 176.9/242.7 MB
 73%[====================================              ] 177.0/242.7 MB
 73%[====================================              ] 177.0/242.7 MB
 73%[====================================              ] 177.0/242.7 MB
 73%[====================================              ] 177.0/242.7 MB
 73%[====================================              ] 177.0/242.7 MB
 73%[====================================              ] 177.0/242.7 MB
 73%[====================================              ] 177.0/242.7 MB
 73%[====================================              ] 177.0/242.7 MB
 73%[====================================              ] 177.0/242.7 MB
 73%[====================================              ] 177.0/242.7 MB
 73%[====================================              ] 177.0/242.7 MB
 73%[====================================              ] 177.0/242.7 MB
 73%[====================================              ] 177.0/242.7 MB
 73%[====================================              ] 177.1/242.7 MB
 73%[====================================              ] 177.1/242.7 MB
 73%[====================================              ] 177.1/242.7 MB
 73%[====================================              ] 177.1/242.7 MB
 73%[====================================              ] 177.1/242.7 MB
 73%[====================================              ] 177.1/242.7 MB
 73%[====================================              ] 177.1/242.7 MB
 73%[====================================              ] 177.1/242.7 MB
 73%[====================================              ] 177.1/242.7 MB
 73%[====================================              ] 177.1/242.7 MB
 73%[====================================              ] 177.1/242.7 MB
 73%[====================================              ] 177.1/242.7 MB
 73%[====================================              ] 177.1/242.7 MB
 73%[====================================              ] 177.2/242.7 MB
 73%[====================================              ] 177.2/242.7 MB
 73%[====================================              ] 177.2/242.7 MB
 73%[====================================              ] 177.2/242.7 MB
 73%[====================================              ] 177.2/242.7 MB
 73%[====================================              ] 177.2/242.7 MB
 73%[====================================              ] 177.2/242.7 MB
 73%[====================================              ] 177.2/242.7 MB
 73%[====================================              ] 177.2/242.7 MB
 73%[====================================              ] 177.2/242.7 MB
 73%[====================================              ] 177.2/242.7 MB
 73%[====================================              ] 177.2/242.7 MB
 73%[====================================              ] 177.2/242.7 MB
 73%[====================================              ] 177.3/242.7 MB
 73%[====================================              ] 177.3/242.7 MB
 73%[====================================              ] 177.3/242.7 MB
 73%[====================================              ] 177.3/242.7 MB
 73%[====================================              ] 177.3/242.7 MB
 73%[====================================              ] 177.3/242.7 MB
 73%[====================================              ] 177.3/242.7 MB
 73%[====================================              ] 177.3/242.7 MB
 73%[====================================              ] 177.3/242.7 MB
 73%[====================================              ] 177.3/242.7 MB
 73%[====================================              ] 177.3/242.7 MB
 73%[====================================              ] 177.3/242.7 MB
 73%[====================================              ] 177.4/242.7 MB
 73%[====================================              ] 177.4/242.7 MB
 73%[====================================              ] 177.4/242.7 MB
 73%[====================================              ] 177.4/242.7 MB
 73%[====================================              ] 177.4/242.7 MB
 73%[====================================              ] 177.4/242.7 MB
 73%[====================================              ] 177.4/242.7 MB
 73%[====================================              ] 177.4/242.7 MB
 73%[====================================              ] 177.4/242.7 MB
 73%[====================================              ] 177.4/242.7 MB
 73%[====================================              ] 177.4/242.7 MB
 73%[====================================              ] 177.4/242.7 MB
 73%[====================================              ] 177.4/242.7 MB
 73%[====================================              ] 177.5/242.7 MB
 73%[====================================              ] 177.5/242.7 MB
 73%[====================================              ] 177.5/242.7 MB
 73%[====================================              ] 177.5/242.7 MB
 73%[====================================              ] 177.5/242.7 MB
 73%[====================================              ] 177.5/242.7 MB
 73%[====================================              ] 177.5/242.7 MB
 73%[====================================              ] 177.5/242.7 MB
 73%[====================================              ] 177.5/242.7 MB
 73%[====================================              ] 177.5/242.7 MB
 73%[====================================              ] 177.5/242.7 MB
 73%[====================================              ] 177.5/242.7 MB
 73%[====================================              ] 177.5/242.7 MB
 73%[====================================              ] 177.6/242.7 MB
 73%[====================================              ] 177.6/242.7 MB
 73%[====================================              ] 177.6/242.7 MB
 73%[====================================              ] 177.6/242.7 MB
 73%[====================================              ] 177.6/242.7 MB
 73%[====================================              ] 177.6/242.7 MB
 73%[====================================              ] 177.6/242.7 MB
 73%[====================================              ] 177.6/242.7 MB
 73%[====================================              ] 177.6/242.7 MB
 73%[====================================              ] 177.6/242.7 MB
 73%[====================================              ] 177.6/242.7 MB
 73%[====================================              ] 177.6/242.7 MB
 73%[====================================              ] 177.6/242.7 MB
 73%[====================================              ] 177.7/242.7 MB
 73%[====================================              ] 177.7/242.7 MB
 73%[====================================              ] 177.7/242.7 MB
 73%[====================================              ] 177.7/242.7 MB
 73%[====================================              ] 177.7/242.7 MB
 73%[====================================              ] 177.7/242.7 MB
 73%[====================================              ] 177.7/242.7 MB
 73%[====================================              ] 177.7/242.7 MB
 73%[====================================              ] 177.7/242.7 MB
 73%[====================================              ] 177.7/242.7 MB
 73%[====================================              ] 177.7/242.7 MB
 73%[====================================              ] 177.7/242.7 MB
 73%[====================================              ] 177.8/242.7 MB
 73%[====================================              ] 177.8/242.7 MB
 73%[====================================              ] 177.8/242.7 MB
 73%[====================================              ] 177.8/242.7 MB
 73%[====================================              ] 177.8/242.7 MB
 73%[====================================              ] 177.8/242.7 MB
 73%[====================================              ] 177.8/242.7 MB
 73%[====================================              ] 177.8/242.7 MB
 73%[====================================              ] 177.8/242.7 MB
 73%[====================================              ] 177.8/242.7 MB
 73%[====================================              ] 177.8/242.7 MB
 73%[====================================              ] 177.8/242.7 MB
 73%[====================================              ] 177.8/242.7 MB
 73%[====================================              ] 177.9/242.7 MB
 73%[====================================              ] 177.9/242.7 MB
 73%[====================================              ] 177.9/242.7 MB
 73%[====================================              ] 177.9/242.7 MB
 73%[====================================              ] 177.9/242.7 MB
 73%[====================================              ] 177.9/242.7 MB
 73%[====================================              ] 177.9/242.7 MB
 73%[====================================              ] 177.9/242.7 MB
 73%[====================================              ] 177.9/242.7 MB
 73%[====================================              ] 177.9/242.7 MB
 73%[====================================              ] 177.9/242.7 MB
 73%[====================================              ] 177.9/242.7 MB
 73%[====================================              ] 177.9/242.7 MB
 73%[====================================              ] 178.0/242.7 MB
 73%[====================================              ] 178.0/242.7 MB
 73%[====================================              ] 178.0/242.7 MB
 73%[====================================              ] 178.0/242.7 MB
 73%[====================================              ] 178.0/242.7 MB
 73%[====================================              ] 178.0/242.7 MB
 73%[====================================              ] 178.0/242.7 MB
 73%[====================================              ] 178.0/242.7 MB
 73%[====================================              ] 178.0/242.7 MB
 73%[====================================              ] 178.0/242.7 MB
 73%[====================================              ] 178.0/242.7 MB
 73%[====================================              ] 178.0/242.7 MB
 73%[====================================              ] 178.0/242.7 MB
 73%[====================================              ] 178.1/242.7 MB
 73%[====================================              ] 178.1/242.7 MB
 73%[====================================              ] 178.1/242.7 MB
 73%[====================================              ] 178.1/242.7 MB
 73%[====================================              ] 178.1/242.7 MB
 73%[====================================              ] 178.1/242.7 MB
 73%[====================================              ] 178.1/242.7 MB
 73%[====================================              ] 178.1/242.7 MB
 73%[====================================              ] 178.1/242.7 MB
 73%[====================================              ] 178.1/242.7 MB
 73%[====================================              ] 178.1/242.7 MB
 73%[====================================              ] 178.1/242.7 MB
 73%[====================================              ] 178.1/242.7 MB
 73%[====================================              ] 178.2/242.7 MB
 73%[====================================              ] 178.2/242.7 MB
 73%[====================================              ] 178.2/242.7 MB
 73%[====================================              ] 178.2/242.7 MB
 73%[====================================              ] 178.2/242.7 MB
 73%[====================================              ] 178.2/242.7 MB
 73%[====================================              ] 178.2/242.7 MB
 73%[====================================              ] 178.2/242.7 MB
 73%[====================================              ] 178.2/242.7 MB
 73%[====================================              ] 178.2/242.7 MB
 73%[====================================              ] 178.2/242.7 MB
 73%[====================================              ] 178.2/242.7 MB
 73%[====================================              ] 178.2/242.7 MB
 73%[====================================              ] 178.3/242.7 MB
 73%[====================================              ] 178.3/242.7 MB
 73%[====================================              ] 178.3/242.7 MB
 73%[====================================              ] 178.3/242.7 MB
 73%[====================================              ] 178.3/242.7 MB
 73%[====================================              ] 178.3/242.7 MB
 73%[====================================              ] 178.3/242.7 MB
 73%[====================================              ] 178.3/242.7 MB
 73%[====================================              ] 178.3/242.7 MB
 73%[====================================              ] 178.3/242.7 MB
 73%[====================================              ] 178.3/242.7 MB
 73%[====================================              ] 178.3/242.7 MB
 73%[====================================              ] 178.4/242.7 MB
 73%[====================================              ] 178.4/242.7 MB
 73%[====================================              ] 178.4/242.7 MB
 74%[====================================              ] 178.4/242.7 MB
 74%[====================================              ] 178.4/242.7 MB
 74%[====================================              ] 178.4/242.7 MB
 74%[====================================              ] 178.4/242.7 MB
 74%[====================================              ] 178.4/242.7 MB
 74%[====================================              ] 178.4/242.7 MB
 74%[====================================              ] 178.4/242.7 MB
 74%[====================================              ] 178.4/242.7 MB
 74%[====================================              ] 178.4/242.7 MB
 74%[====================================              ] 178.4/242.7 MB
 74%[====================================              ] 178.5/242.7 MB
 74%[====================================              ] 178.5/242.7 MB
 74%[====================================              ] 178.5/242.7 MB
 74%[====================================              ] 178.5/242.7 MB
 74%[====================================              ] 178.5/242.7 MB
 74%[====================================              ] 178.5/242.7 MB
 74%[====================================              ] 178.5/242.7 MB
 74%[====================================              ] 178.5/242.7 MB
 74%[====================================              ] 178.5/242.7 MB
 74%[====================================              ] 178.5/242.7 MB
 74%[====================================              ] 178.5/242.7 MB
 74%[====================================              ] 178.5/242.7 MB
 74%[====================================              ] 178.5/242.7 MB
 74%[====================================              ] 178.6/242.7 MB
 74%[====================================              ] 178.6/242.7 MB
 74%[====================================              ] 178.6/242.7 MB
 74%[====================================              ] 178.6/242.7 MB
 74%[====================================              ] 178.6/242.7 MB
 74%[====================================              ] 178.6/242.7 MB
 74%[====================================              ] 178.6/242.7 MB
 74%[====================================              ] 178.6/242.7 MB
 74%[====================================              ] 178.6/242.7 MB
 74%[====================================              ] 178.6/242.7 MB
 74%[====================================              ] 178.6/242.7 MB
 74%[====================================              ] 178.6/242.7 MB
 74%[====================================              ] 178.6/242.7 MB
 74%[====================================              ] 178.7/242.7 MB
 74%[====================================              ] 178.7/242.7 MB
 74%[====================================              ] 178.7/242.7 MB
 74%[====================================              ] 178.7/242.7 MB
 74%[====================================              ] 178.7/242.7 MB
 74%[====================================              ] 178.7/242.7 MB
 74%[====================================              ] 178.7/242.7 MB
 74%[====================================              ] 178.7/242.7 MB
 74%[====================================              ] 178.7/242.7 MB
 74%[====================================              ] 178.7/242.7 MB
 74%[====================================              ] 178.7/242.7 MB
 74%[====================================              ] 178.7/242.7 MB
 74%[====================================              ] 178.8/242.7 MB
 74%[====================================              ] 178.8/242.7 MB
 74%[====================================              ] 178.8/242.7 MB
 74%[====================================              ] 178.8/242.7 MB
 74%[====================================              ] 178.8/242.7 MB
 74%[====================================              ] 178.8/242.7 MB
 74%[====================================              ] 178.8/242.7 MB
 74%[====================================              ] 178.8/242.7 MB
 74%[====================================              ] 178.8/242.7 MB
 74%[====================================              ] 178.8/242.7 MB
 74%[====================================              ] 178.8/242.7 MB
 74%[====================================              ] 178.8/242.7 MB
 74%[====================================              ] 178.8/242.7 MB
 74%[====================================              ] 178.9/242.7 MB
 74%[====================================              ] 178.9/242.7 MB
 74%[====================================              ] 178.9/242.7 MB
 74%[====================================              ] 178.9/242.7 MB
 74%[====================================              ] 178.9/242.7 MB
 74%[====================================              ] 178.9/242.7 MB
 74%[====================================              ] 178.9/242.7 MB
 74%[====================================              ] 178.9/242.7 MB
 74%[====================================              ] 178.9/242.7 MB
 74%[====================================              ] 178.9/242.7 MB
 74%[====================================              ] 178.9/242.7 MB
 74%[====================================              ] 178.9/242.7 MB
 74%[====================================              ] 178.9/242.7 MB
 74%[====================================              ] 179.0/242.7 MB
 74%[====================================              ] 179.0/242.7 MB
 74%[====================================              ] 179.0/242.7 MB
 74%[====================================              ] 179.0/242.7 MB
 74%[====================================              ] 179.0/242.7 MB
 74%[====================================              ] 179.0/242.7 MB
 74%[====================================              ] 179.0/242.7 MB
 74%[====================================              ] 179.0/242.7 MB
 74%[====================================              ] 179.0/242.7 MB
 74%[====================================              ] 179.0/242.7 MB
 74%[====================================              ] 179.0/242.7 MB
 74%[====================================              ] 179.0/242.7 MB
 74%[====================================              ] 179.0/242.7 MB
 74%[====================================              ] 179.1/242.7 MB
 74%[====================================              ] 179.1/242.7 MB
 74%[====================================              ] 179.1/242.7 MB
 74%[====================================              ] 179.1/242.7 MB
 74%[====================================              ] 179.1/242.7 MB
 74%[====================================              ] 179.1/242.7 MB
 74%[====================================              ] 179.1/242.7 MB
 74%[====================================              ] 179.1/242.7 MB
 74%[====================================              ] 179.1/242.7 MB
 74%[====================================              ] 179.1/242.7 MB
 74%[====================================              ] 179.1/242.7 MB
 74%[====================================              ] 179.1/242.7 MB
 74%[====================================              ] 179.1/242.7 MB
 74%[====================================              ] 179.2/242.7 MB
 74%[====================================              ] 179.2/242.7 MB
 74%[====================================              ] 179.2/242.7 MB
 74%[====================================              ] 179.2/242.7 MB
 74%[====================================              ] 179.2/242.7 MB
 74%[====================================              ] 179.2/242.7 MB
 74%[====================================              ] 179.2/242.7 MB
 74%[====================================              ] 179.2/242.7 MB
 74%[====================================              ] 179.2/242.7 MB
 74%[====================================              ] 179.2/242.7 MB
 74%[====================================              ] 179.2/242.7 MB
 74%[====================================              ] 179.2/242.7 MB
 74%[====================================              ] 179.2/242.7 MB
 74%[====================================              ] 179.3/242.7 MB
 74%[====================================              ] 179.3/242.7 MB
 74%[====================================              ] 179.3/242.7 MB
 74%[====================================              ] 179.3/242.7 MB
 74%[====================================              ] 179.3/242.7 MB
 74%[====================================              ] 179.3/242.7 MB
 74%[====================================              ] 179.3/242.7 MB
 74%[====================================              ] 179.3/242.7 MB
 74%[====================================              ] 179.3/242.7 MB
 74%[====================================              ] 179.3/242.7 MB
 74%[====================================              ] 179.3/242.7 MB
 74%[====================================              ] 179.3/242.7 MB
 74%[====================================              ] 179.4/242.7 MB
 74%[====================================              ] 179.4/242.7 MB
 74%[====================================              ] 179.4/242.7 MB
 74%[====================================              ] 179.4/242.7 MB
 74%[====================================              ] 179.4/242.7 MB
 74%[====================================              ] 179.4/242.7 MB
 74%[====================================              ] 179.4/242.7 MB
 74%[====================================              ] 179.4/242.7 MB
 74%[====================================              ] 179.4/242.7 MB
 74%[====================================              ] 179.4/242.7 MB
 74%[====================================              ] 179.4/242.7 MB
 74%[====================================              ] 179.4/242.7 MB
 74%[====================================              ] 179.4/242.7 MB
 74%[====================================              ] 179.5/242.7 MB
 74%[====================================              ] 179.5/242.7 MB
 74%[====================================              ] 179.5/242.7 MB
 74%[====================================              ] 179.5/242.7 MB
 74%[====================================              ] 179.5/242.7 MB
 74%[====================================              ] 179.5/242.7 MB
 74%[====================================              ] 179.5/242.7 MB
 74%[====================================              ] 179.5/242.7 MB
 74%[====================================              ] 179.5/242.7 MB
 74%[====================================              ] 179.5/242.7 MB
 74%[====================================              ] 179.5/242.7 MB
 74%[====================================              ] 179.5/242.7 MB
 74%[====================================              ] 179.5/242.7 MB
 74%[====================================              ] 179.6/242.7 MB
 74%[====================================              ] 179.6/242.7 MB
 74%[====================================              ] 179.6/242.7 MB
 74%[====================================              ] 179.6/242.7 MB
 74%[=====================================             ] 179.6/242.7 MB
 74%[=====================================             ] 179.6/242.7 MB
 74%[=====================================             ] 179.6/242.7 MB
 74%[=====================================             ] 179.6/242.7 MB
 74%[=====================================             ] 179.6/242.7 MB
 74%[=====================================             ] 179.6/242.7 MB
 74%[=====================================             ] 179.6/242.7 MB
 74%[=====================================             ] 179.6/242.7 MB
 74%[=====================================             ] 179.6/242.7 MB
 74%[=====================================             ] 179.7/242.7 MB
 74%[=====================================             ] 179.7/242.7 MB
 74%[=====================================             ] 179.7/242.7 MB
 74%[=====================================             ] 179.7/242.7 MB
 74%[=====================================             ] 179.7/242.7 MB
 74%[=====================================             ] 179.7/242.7 MB
 74%[=====================================             ] 179.7/242.7 MB
 74%[=====================================             ] 179.7/242.7 MB
 74%[=====================================             ] 179.7/242.7 MB
 74%[=====================================             ] 179.7/242.7 MB
 74%[=====================================             ] 179.7/242.7 MB
 74%[=====================================             ] 179.7/242.7 MB
 74%[=====================================             ] 179.8/242.7 MB
 74%[=====================================             ] 179.8/242.7 MB
 74%[=====================================             ] 179.8/242.7 MB
 74%[=====================================             ] 179.8/242.7 MB
 74%[=====================================             ] 179.8/242.7 MB
 74%[=====================================             ] 179.8/242.7 MB
 74%[=====================================             ] 179.8/242.7 MB
 74%[=====================================             ] 179.8/242.7 MB
 74%[=====================================             ] 179.8/242.7 MB
 74%[=====================================             ] 179.8/242.7 MB
 74%[=====================================             ] 179.8/242.7 MB
 74%[=====================================             ] 179.8/242.7 MB
 74%[=====================================             ] 179.8/242.7 MB
 74%[=====================================             ] 179.9/242.7 MB
 74%[=====================================             ] 179.9/242.7 MB
 74%[=====================================             ] 179.9/242.7 MB
 74%[=====================================             ] 179.9/242.7 MB
 74%[=====================================             ] 179.9/242.7 MB
 74%[=====================================             ] 179.9/242.7 MB
 74%[=====================================             ] 179.9/242.7 MB
 74%[=====================================             ] 179.9/242.7 MB
 74%[=====================================             ] 179.9/242.7 MB
 74%[=====================================             ] 179.9/242.7 MB
 74%[=====================================             ] 179.9/242.7 MB
 74%[=====================================             ] 179.9/242.7 MB
 74%[=====================================             ] 179.9/242.7 MB
 74%[=====================================             ] 180.0/242.7 MB
 74%[=====================================             ] 180.0/242.7 MB
 74%[=====================================             ] 180.0/242.7 MB
 74%[=====================================             ] 180.0/242.7 MB
 74%[=====================================             ] 180.0/242.7 MB
 74%[=====================================             ] 180.0/242.7 MB
 74%[=====================================             ] 180.0/242.7 MB
 74%[=====================================             ] 180.0/242.7 MB
 74%[=====================================             ] 180.0/242.7 MB
 74%[=====================================             ] 180.0/242.7 MB
 74%[=====================================             ] 180.0/242.7 MB
 74%[=====================================             ] 180.0/242.7 MB
 74%[=====================================             ] 180.0/242.7 MB
 74%[=====================================             ] 180.1/242.7 MB
 74%[=====================================             ] 180.1/242.7 MB
 74%[=====================================             ] 180.1/242.7 MB
 74%[=====================================             ] 180.1/242.7 MB
 74%[=====================================             ] 180.1/242.7 MB
 74%[=====================================             ] 180.1/242.7 MB
 74%[=====================================             ] 180.1/242.7 MB
 74%[=====================================             ] 180.1/242.7 MB
 74%[=====================================             ] 180.1/242.7 MB
 74%[=====================================             ] 180.1/242.7 MB
 74%[=====================================             ] 180.1/242.7 MB
 74%[=====================================             ] 180.1/242.7 MB
 74%[=====================================             ] 180.1/242.7 MB
 74%[=====================================             ] 180.2/242.7 MB
 74%[=====================================             ] 180.2/242.7 MB
 74%[=====================================             ] 180.2/242.7 MB
 74%[=====================================             ] 180.2/242.7 MB
 74%[=====================================             ] 180.2/242.7 MB
 74%[=====================================             ] 180.2/242.7 MB
 74%[=====================================             ] 180.2/242.7 MB
 74%[=====================================             ] 180.2/242.7 MB
 74%[=====================================             ] 180.2/242.7 MB
 74%[=====================================             ] 180.2/242.7 MB
 74%[=====================================             ] 180.2/242.7 MB
 74%[=====================================             ] 180.2/242.7 MB
 74%[=====================================             ] 180.2/242.7 MB
 74%[=====================================             ] 180.3/242.7 MB
 74%[=====================================             ] 180.3/242.7 MB
 74%[=====================================             ] 180.3/242.7 MB
 74%[=====================================             ] 180.3/242.7 MB
 74%[=====================================             ] 180.3/242.7 MB
 74%[=====================================             ] 180.3/242.7 MB
 74%[=====================================             ] 180.3/242.7 MB
 74%[=====================================             ] 180.3/242.7 MB
 74%[=====================================             ] 180.3/242.7 MB
 74%[=====================================             ] 180.3/242.7 MB
 74%[=====================================             ] 180.3/242.7 MB
 74%[=====================================             ] 180.3/242.7 MB
 74%[=====================================             ] 180.4/242.7 MB
 74%[=====================================             ] 180.4/242.7 MB
 74%[=====================================             ] 180.4/242.7 MB
 74%[=====================================             ] 180.4/242.7 MB
 74%[=====================================             ] 180.4/242.7 MB
 74%[=====================================             ] 180.4/242.7 MB
 74%[=====================================             ] 180.4/242.7 MB
 74%[=====================================             ] 180.4/242.7 MB
 74%[=====================================             ] 180.4/242.7 MB
 74%[=====================================             ] 180.4/242.7 MB
 74%[=====================================             ] 180.4/242.7 MB
 74%[=====================================             ] 180.4/242.7 MB
 74%[=====================================             ] 180.4/242.7 MB
 74%[=====================================             ] 180.5/242.7 MB
 74%[=====================================             ] 180.5/242.7 MB
 74%[=====================================             ] 180.5/242.7 MB
 74%[=====================================             ] 180.5/242.7 MB
 74%[=====================================             ] 180.5/242.7 MB
 74%[=====================================             ] 180.5/242.7 MB
 74%[=====================================             ] 180.5/242.7 MB
 74%[=====================================             ] 180.5/242.7 MB
 74%[=====================================             ] 180.5/242.7 MB
 74%[=====================================             ] 180.5/242.7 MB
 74%[=====================================             ] 180.5/242.7 MB
 74%[=====================================             ] 180.5/242.7 MB
 74%[=====================================             ] 180.5/242.7 MB
 74%[=====================================             ] 180.6/242.7 MB
 74%[=====================================             ] 180.6/242.7 MB
 74%[=====================================             ] 180.6/242.7 MB
 74%[=====================================             ] 180.6/242.7 MB
 74%[=====================================             ] 180.6/242.7 MB
 74%[=====================================             ] 180.6/242.7 MB
 74%[=====================================             ] 180.6/242.7 MB
 74%[=====================================             ] 180.6/242.7 MB
 74%[=====================================             ] 180.6/242.7 MB
 74%[=====================================             ] 180.6/242.7 MB
 74%[=====================================             ] 180.6/242.7 MB
 74%[=====================================             ] 180.6/242.7 MB
 74%[=====================================             ] 180.6/242.7 MB
 74%[=====================================             ] 180.7/242.7 MB
 74%[=====================================             ] 180.7/242.7 MB
 74%[=====================================             ] 180.7/242.7 MB
 74%[=====================================             ] 180.7/242.7 MB
 74%[=====================================             ] 180.7/242.7 MB
 74%[=====================================             ] 180.7/242.7 MB
 74%[=====================================             ] 180.7/242.7 MB
 74%[=====================================             ] 180.7/242.7 MB
 74%[=====================================             ] 180.7/242.7 MB
 74%[=====================================             ] 180.7/242.7 MB
 74%[=====================================             ] 180.7/242.7 MB
 74%[=====================================             ] 180.7/242.7 MB
 74%[=====================================             ] 180.8/242.7 MB
 74%[=====================================             ] 180.8/242.7 MB
 74%[=====================================             ] 180.8/242.7 MB
 74%[=====================================             ] 180.8/242.7 MB
 74%[=====================================             ] 180.8/242.7 MB
 74%[=====================================             ] 180.8/242.7 MB
 75%[=====================================             ] 180.8/242.7 MB
 75%[=====================================             ] 180.8/242.7 MB
 75%[=====================================             ] 180.8/242.7 MB
 75%[=====================================             ] 180.8/242.7 MB
 75%[=====================================             ] 180.8/242.7 MB
 75%[=====================================             ] 180.8/242.7 MB
 75%[=====================================             ] 180.8/242.7 MB
 75%[=====================================             ] 180.9/242.7 MB
 75%[=====================================             ] 180.9/242.7 MB
 75%[=====================================             ] 180.9/242.7 MB
 75%[=====================================             ] 180.9/242.7 MB
 75%[=====================================             ] 180.9/242.7 MB
 75%[=====================================             ] 180.9/242.7 MB
 75%[=====================================             ] 180.9/242.7 MB
 75%[=====================================             ] 180.9/242.7 MB
 75%[=====================================             ] 180.9/242.7 MB
 75%[=====================================             ] 180.9/242.7 MB
 75%[=====================================             ] 180.9/242.7 MB
 75%[=====================================             ] 180.9/242.7 MB
 75%[=====================================             ] 180.9/242.7 MB
 75%[=====================================             ] 181.0/242.7 MB
 75%[=====================================             ] 181.0/242.7 MB
 75%[=====================================             ] 181.0/242.7 MB
 75%[=====================================             ] 181.0/242.7 MB
 75%[=====================================             ] 181.0/242.7 MB
 75%[=====================================             ] 181.0/242.7 MB
 75%[=====================================             ] 181.0/242.7 MB
 75%[=====================================             ] 181.0/242.7 MB
 75%[=====================================             ] 181.0/242.7 MB
 75%[=====================================             ] 181.0/242.7 MB
 75%[=====================================             ] 181.0/242.7 MB
 75%[=====================================             ] 181.0/242.7 MB
 75%[=====================================             ] 181.0/242.7 MB
 75%[=====================================             ] 181.1/242.7 MB
 75%[=====================================             ] 181.1/242.7 MB
 75%[=====================================             ] 181.1/242.7 MB
 75%[=====================================             ] 181.1/242.7 MB
 75%[=====================================             ] 181.1/242.7 MB
 75%[=====================================             ] 181.1/242.7 MB
 75%[=====================================             ] 181.1/242.7 MB
 75%[=====================================             ] 181.1/242.7 MB
 75%[=====================================             ] 181.1/242.7 MB
 75%[=====================================             ] 181.1/242.7 MB
 75%[=====================================             ] 181.1/242.7 MB
 75%[=====================================             ] 181.1/242.7 MB
 75%[=====================================             ] 181.1/242.7 MB
 75%[=====================================             ] 181.2/242.7 MB
 75%[=====================================             ] 181.2/242.7 MB
 75%[=====================================             ] 181.2/242.7 MB
 75%[=====================================             ] 181.2/242.7 MB
 75%[=====================================             ] 181.2/242.7 MB
 75%[=====================================             ] 181.2/242.7 MB
 75%[=====================================             ] 181.2/242.7 MB
 75%[=====================================             ] 181.2/242.7 MB
 75%[=====================================             ] 181.2/242.7 MB
 75%[=====================================             ] 181.2/242.7 MB
 75%[=====================================             ] 181.2/242.7 MB
 75%[=====================================             ] 181.2/242.7 MB
 75%[=====================================             ] 181.2/242.7 MB
 75%[=====================================             ] 181.3/242.7 MB
 75%[=====================================             ] 181.3/242.7 MB
 75%[=====================================             ] 181.3/242.7 MB
 75%[=====================================             ] 181.3/242.7 MB
 75%[=====================================             ] 181.3/242.7 MB
 75%[=====================================             ] 181.3/242.7 MB
 75%[=====================================             ] 181.3/242.7 MB
 75%[=====================================             ] 181.3/242.7 MB
 75%[=====================================             ] 181.3/242.7 MB
 75%[=====================================             ] 181.3/242.7 MB
 75%[=====================================             ] 181.3/242.7 MB
 75%[=====================================             ] 181.3/242.7 MB
 75%[=====================================             ] 181.4/242.7 MB
 75%[=====================================             ] 181.4/242.7 MB
 75%[=====================================             ] 181.4/242.7 MB
 75%[=====================================             ] 181.4/242.7 MB
 75%[=====================================             ] 181.4/242.7 MB
 75%[=====================================             ] 181.4/242.7 MB
 75%[=====================================             ] 181.4/242.7 MB
 75%[=====================================             ] 181.4/242.7 MB
 75%[=====================================             ] 181.4/242.7 MB
 75%[=====================================             ] 181.4/242.7 MB
 75%[=====================================             ] 181.4/242.7 MB
 75%[=====================================             ] 181.4/242.7 MB
 75%[=====================================             ] 181.4/242.7 MB
 75%[=====================================             ] 181.5/242.7 MB
 75%[=====================================             ] 181.5/242.7 MB
 75%[=====================================             ] 181.5/242.7 MB
 75%[=====================================             ] 181.5/242.7 MB
 75%[=====================================             ] 181.5/242.7 MB
 75%[=====================================             ] 181.5/242.7 MB
 75%[=====================================             ] 181.5/242.7 MB
 75%[=====================================             ] 181.5/242.7 MB
 75%[=====================================             ] 181.5/242.7 MB
 75%[=====================================             ] 181.5/242.7 MB
 75%[=====================================             ] 181.5/242.7 MB
 75%[=====================================             ] 181.5/242.7 MB
 75%[=====================================             ] 181.5/242.7 MB
 75%[=====================================             ] 181.6/242.7 MB
 75%[=====================================             ] 181.6/242.7 MB
 75%[=====================================             ] 181.6/242.7 MB
 75%[=====================================             ] 181.6/242.7 MB
 75%[=====================================             ] 181.6/242.7 MB
 75%[=====================================             ] 181.6/242.7 MB
 75%[=====================================             ] 181.6/242.7 MB
 75%[=====================================             ] 181.6/242.7 MB
 75%[=====================================             ] 181.6/242.7 MB
 75%[=====================================             ] 181.6/242.7 MB
 75%[=====================================             ] 181.6/242.7 MB
 75%[=====================================             ] 181.6/242.7 MB
 75%[=====================================             ] 181.6/242.7 MB
 75%[=====================================             ] 181.7/242.7 MB
 75%[=====================================             ] 181.7/242.7 MB
 75%[=====================================             ] 181.7/242.7 MB
 75%[=====================================             ] 181.7/242.7 MB
 75%[=====================================             ] 181.7/242.7 MB
 75%[=====================================             ] 181.7/242.7 MB
 75%[=====================================             ] 181.7/242.7 MB
 75%[=====================================             ] 181.7/242.7 MB
 75%[=====================================             ] 181.7/242.7 MB
 75%[=====================================             ] 181.7/242.7 MB
 75%[=====================================             ] 181.7/242.7 MB
 75%[=====================================             ] 181.7/242.7 MB
 75%[=====================================             ] 181.8/242.7 MB
 75%[=====================================             ] 181.8/242.7 MB
 75%[=====================================             ] 181.8/242.7 MB
 75%[=====================================             ] 181.8/242.7 MB
 75%[=====================================             ] 181.8/242.7 MB
 75%[=====================================             ] 181.8/242.7 MB
 75%[=====================================             ] 181.8/242.7 MB
 75%[=====================================             ] 181.8/242.7 MB
 75%[=====================================             ] 181.8/242.7 MB
 75%[=====================================             ] 181.8/242.7 MB
 75%[=====================================             ] 181.8/242.7 MB
 75%[=====================================             ] 181.8/242.7 MB
 75%[=====================================             ] 181.8/242.7 MB
 75%[=====================================             ] 181.9/242.7 MB
 75%[=====================================             ] 181.9/242.7 MB
 75%[=====================================             ] 181.9/242.7 MB
 75%[=====================================             ] 181.9/242.7 MB
 75%[=====================================             ] 181.9/242.7 MB
 75%[=====================================             ] 181.9/242.7 MB
 75%[=====================================             ] 181.9/242.7 MB
 75%[=====================================             ] 181.9/242.7 MB
 75%[=====================================             ] 181.9/242.7 MB
 75%[=====================================             ] 181.9/242.7 MB
 75%[=====================================             ] 181.9/242.7 MB
 75%[=====================================             ] 181.9/242.7 MB
 75%[=====================================             ] 181.9/242.7 MB
 75%[=====================================             ] 182.0/242.7 MB
 75%[=====================================             ] 182.0/242.7 MB
 75%[=====================================             ] 182.0/242.7 MB
 75%[=====================================             ] 182.0/242.7 MB
 75%[=====================================             ] 182.0/242.7 MB
 75%[=====================================             ] 182.0/242.7 MB
 75%[=====================================             ] 182.0/242.7 MB
 75%[=====================================             ] 182.0/242.7 MB
 75%[=====================================             ] 182.0/242.7 MB
 75%[=====================================             ] 182.0/242.7 MB
 75%[=====================================             ] 182.0/242.7 MB
 75%[=====================================             ] 182.0/242.7 MB
 75%[=====================================             ] 182.0/242.7 MB
 75%[=====================================             ] 182.1/242.7 MB
 75%[=====================================             ] 182.1/242.7 MB
 75%[=====================================             ] 182.1/242.7 MB
 75%[=====================================             ] 182.1/242.7 MB
 75%[=====================================             ] 182.1/242.7 MB
 75%[=====================================             ] 182.1/242.7 MB
 75%[=====================================             ] 182.1/242.7 MB
 75%[=====================================             ] 182.1/242.7 MB
 75%[=====================================             ] 182.1/242.7 MB
 75%[=====================================             ] 182.1/242.7 MB
 75%[=====================================             ] 182.1/242.7 MB
 75%[=====================================             ] 182.1/242.7 MB
 75%[=====================================             ] 182.1/242.7 MB
 75%[=====================================             ] 182.2/242.7 MB
 75%[=====================================             ] 182.2/242.7 MB
 75%[=====================================             ] 182.2/242.7 MB
 75%[=====================================             ] 182.2/242.7 MB
 75%[=====================================             ] 182.2/242.7 MB
 75%[=====================================             ] 182.2/242.7 MB
 75%[=====================================             ] 182.2/242.7 MB
 75%[=====================================             ] 182.2/242.7 MB
 75%[=====================================             ] 182.2/242.7 MB
 75%[=====================================             ] 182.2/242.7 MB
 75%[=====================================             ] 182.2/242.7 MB
 75%[=====================================             ] 182.2/242.7 MB
 75%[=====================================             ] 182.2/242.7 MB
 75%[=====================================             ] 182.3/242.7 MB
 75%[=====================================             ] 182.3/242.7 MB
 75%[=====================================             ] 182.3/242.7 MB
 75%[=====================================             ] 182.3/242.7 MB
 75%[=====================================             ] 182.3/242.7 MB
 75%[=====================================             ] 182.3/242.7 MB
 75%[=====================================             ] 182.3/242.7 MB
 75%[=====================================             ] 182.3/242.7 MB
 75%[=====================================             ] 182.3/242.7 MB
 75%[=====================================             ] 182.3/242.7 MB
 75%[=====================================             ] 182.3/242.7 MB
 75%[=====================================             ] 182.3/242.7 MB
 75%[=====================================             ] 182.4/242.7 MB
 75%[=====================================             ] 182.4/242.7 MB
 75%[=====================================             ] 182.4/242.7 MB
 75%[=====================================             ] 182.4/242.7 MB
 75%[=====================================             ] 182.4/242.7 MB
 75%[=====================================             ] 182.4/242.7 MB
 75%[=====================================             ] 182.4/242.7 MB
 75%[=====================================             ] 182.4/242.7 MB
 75%[=====================================             ] 182.4/242.7 MB
 75%[=====================================             ] 182.4/242.7 MB
 75%[=====================================             ] 182.4/242.7 MB
 75%[=====================================             ] 182.4/242.7 MB
 75%[=====================================             ] 182.4/242.7 MB
 75%[=====================================             ] 182.5/242.7 MB
 75%[=====================================             ] 182.5/242.7 MB
 75%[=====================================             ] 182.5/242.7 MB
 75%[=====================================             ] 182.5/242.7 MB
 75%[=====================================             ] 182.5/242.7 MB
 75%[=====================================             ] 182.5/242.7 MB
 75%[=====================================             ] 182.5/242.7 MB
 75%[=====================================             ] 182.5/242.7 MB
 75%[=====================================             ] 182.5/242.7 MB
 75%[=====================================             ] 182.5/242.7 MB
 75%[=====================================             ] 182.5/242.7 MB
 75%[=====================================             ] 182.5/242.7 MB
 75%[=====================================             ] 182.5/242.7 MB
 75%[=====================================             ] 182.6/242.7 MB
 75%[=====================================             ] 182.6/242.7 MB
 75%[=====================================             ] 182.6/242.7 MB
 75%[=====================================             ] 182.6/242.7 MB
 75%[=====================================             ] 182.6/242.7 MB
 75%[=====================================             ] 182.6/242.7 MB
 75%[=====================================             ] 182.6/242.7 MB
 75%[=====================================             ] 182.6/242.7 MB
 75%[=====================================             ] 182.6/242.7 MB
 75%[=====================================             ] 182.6/242.7 MB
 75%[=====================================             ] 182.6/242.7 MB
 75%[=====================================             ] 182.6/242.7 MB
 75%[=====================================             ] 182.6/242.7 MB
 75%[=====================================             ] 182.7/242.7 MB
 75%[=====================================             ] 182.7/242.7 MB
 75%[=====================================             ] 182.7/242.7 MB
 75%[=====================================             ] 182.7/242.7 MB
 75%[=====================================             ] 182.7/242.7 MB
 75%[=====================================             ] 182.7/242.7 MB
 75%[=====================================             ] 182.7/242.7 MB
 75%[=====================================             ] 182.7/242.7 MB
 75%[=====================================             ] 182.7/242.7 MB
 75%[=====================================             ] 182.7/242.7 MB
 75%[=====================================             ] 182.7/242.7 MB
 75%[=====================================             ] 182.7/242.7 MB
 75%[=====================================             ] 182.8/242.7 MB
 75%[=====================================             ] 182.8/242.7 MB
 75%[=====================================             ] 182.8/242.7 MB
 75%[=====================================             ] 182.8/242.7 MB
 75%[=====================================             ] 182.8/242.7 MB
 75%[=====================================             ] 182.8/242.7 MB
 75%[=====================================             ] 182.8/242.7 MB
 75%[=====================================             ] 182.8/242.7 MB
 75%[=====================================             ] 182.8/242.7 MB
 75%[=====================================             ] 182.8/242.7 MB
 75%[=====================================             ] 182.8/242.7 MB
 75%[=====================================             ] 182.8/242.7 MB
 75%[=====================================             ] 182.8/242.7 MB
 75%[=====================================             ] 182.9/242.7 MB
 75%[=====================================             ] 182.9/242.7 MB
 75%[=====================================             ] 182.9/242.7 MB
 75%[=====================================             ] 182.9/242.7 MB
 75%[=====================================             ] 182.9/242.7 MB
 75%[=====================================             ] 182.9/242.7 MB
 75%[=====================================             ] 182.9/242.7 MB
 75%[=====================================             ] 182.9/242.7 MB
 75%[=====================================             ] 182.9/242.7 MB
 75%[=====================================             ] 182.9/242.7 MB
 75%[=====================================             ] 182.9/242.7 MB
 75%[=====================================             ] 182.9/242.7 MB
 75%[=====================================             ] 182.9/242.7 MB
 75%[=====================================             ] 183.0/242.7 MB
 75%[=====================================             ] 183.0/242.7 MB
 75%[=====================================             ] 183.0/242.7 MB
 75%[=====================================             ] 183.0/242.7 MB
 75%[=====================================             ] 183.0/242.7 MB
 75%[=====================================             ] 183.0/242.7 MB
 75%[=====================================             ] 183.0/242.7 MB
 75%[=====================================             ] 183.0/242.7 MB
 75%[=====================================             ] 183.0/242.7 MB
 75%[=====================================             ] 183.0/242.7 MB
 75%[=====================================             ] 183.0/242.7 MB
 75%[=====================================             ] 183.0/242.7 MB
 75%[=====================================             ] 183.0/242.7 MB
 75%[=====================================             ] 183.1/242.7 MB
 75%[=====================================             ] 183.1/242.7 MB
 75%[=====================================             ] 183.1/242.7 MB
 75%[=====================================             ] 183.1/242.7 MB
 75%[=====================================             ] 183.1/242.7 MB
 75%[=====================================             ] 183.1/242.7 MB
 75%[=====================================             ] 183.1/242.7 MB
 75%[=====================================             ] 183.1/242.7 MB
 75%[=====================================             ] 183.1/242.7 MB
 75%[=====================================             ] 183.1/242.7 MB
 75%[=====================================             ] 183.1/242.7 MB
 75%[=====================================             ] 183.1/242.7 MB
 75%[=====================================             ] 183.1/242.7 MB
 75%[=====================================             ] 183.2/242.7 MB
 75%[=====================================             ] 183.2/242.7 MB
 75%[=====================================             ] 183.2/242.7 MB
 75%[=====================================             ] 183.2/242.7 MB
 75%[=====================================             ] 183.2/242.7 MB
 75%[=====================================             ] 183.2/242.7 MB
 75%[=====================================             ] 183.2/242.7 MB
 75%[=====================================             ] 183.2/242.7 MB
 75%[=====================================             ] 183.2/242.7 MB
 76%[=====================================             ] 183.2/242.7 MB
 76%[=====================================             ] 183.2/242.7 MB
 76%[=====================================             ] 183.2/242.7 MB
 76%[=====================================             ] 183.2/242.7 MB
 76%[=====================================             ] 183.3/242.7 MB
 76%[=====================================             ] 183.3/242.7 MB
 76%[=====================================             ] 183.3/242.7 MB
 76%[=====================================             ] 183.3/242.7 MB
 76%[=====================================             ] 183.3/242.7 MB
 76%[=====================================             ] 183.3/242.7 MB
 76%[=====================================             ] 183.3/242.7 MB
 76%[=====================================             ] 183.3/242.7 MB
 76%[=====================================             ] 183.3/242.7 MB
 76%[=====================================             ] 183.3/242.7 MB
 76%[=====================================             ] 183.3/242.7 MB
 76%[=====================================             ] 183.3/242.7 MB
 76%[=====================================             ] 183.4/242.7 MB
 76%[=====================================             ] 183.4/242.7 MB
 76%[=====================================             ] 183.4/242.7 MB
 76%[=====================================             ] 183.4/242.7 MB
 76%[=====================================             ] 183.4/242.7 MB
 76%[=====================================             ] 183.4/242.7 MB
 76%[=====================================             ] 183.4/242.7 MB
 76%[=====================================             ] 183.4/242.7 MB
 76%[=====================================             ] 183.4/242.7 MB
 76%[=====================================             ] 183.4/242.7 MB
 76%[=====================================             ] 183.4/242.7 MB
 76%[=====================================             ] 183.4/242.7 MB
 76%[=====================================             ] 183.4/242.7 MB
 76%[=====================================             ] 183.5/242.7 MB
 76%[=====================================             ] 183.5/242.7 MB
 76%[=====================================             ] 183.5/242.7 MB
 76%[=====================================             ] 183.5/242.7 MB
 76%[=====================================             ] 183.5/242.7 MB
 76%[=====================================             ] 183.5/242.7 MB
 76%[=====================================             ] 183.5/242.7 MB
 76%[=====================================             ] 183.5/242.7 MB
 76%[=====================================             ] 183.5/242.7 MB
 76%[=====================================             ] 183.5/242.7 MB
 76%[=====================================             ] 183.5/242.7 MB
 76%[=====================================             ] 183.5/242.7 MB
 76%[=====================================             ] 183.5/242.7 MB
 76%[=====================================             ] 183.6/242.7 MB
 76%[=====================================             ] 183.6/242.7 MB
 76%[=====================================             ] 183.6/242.7 MB
 76%[=====================================             ] 183.6/242.7 MB
 76%[=====================================             ] 183.6/242.7 MB
 76%[=====================================             ] 183.6/242.7 MB
 76%[=====================================             ] 183.6/242.7 MB
 76%[=====================================             ] 183.6/242.7 MB
 76%[=====================================             ] 183.6/242.7 MB
 76%[=====================================             ] 183.6/242.7 MB
 76%[=====================================             ] 183.6/242.7 MB
 76%[=====================================             ] 183.6/242.7 MB
 76%[=====================================             ] 183.6/242.7 MB
 76%[=====================================             ] 183.7/242.7 MB
 76%[=====================================             ] 183.7/242.7 MB
 76%[=====================================             ] 183.7/242.7 MB
 76%[=====================================             ] 183.7/242.7 MB
 76%[=====================================             ] 183.7/242.7 MB
 76%[=====================================             ] 183.7/242.7 MB
 76%[=====================================             ] 183.7/242.7 MB
 76%[=====================================             ] 183.7/242.7 MB
 76%[=====================================             ] 183.7/242.7 MB
 76%[=====================================             ] 183.7/242.7 MB
 76%[=====================================             ] 183.7/242.7 MB
 76%[=====================================             ] 183.7/242.7 MB
 76%[=====================================             ] 183.8/242.7 MB
 76%[=====================================             ] 183.8/242.7 MB
 76%[=====================================             ] 183.8/242.7 MB
 76%[=====================================             ] 183.8/242.7 MB
 76%[=====================================             ] 183.8/242.7 MB
 76%[=====================================             ] 183.8/242.7 MB
 76%[=====================================             ] 183.8/242.7 MB
 76%[=====================================             ] 183.8/242.7 MB
 76%[=====================================             ] 183.8/242.7 MB
 76%[=====================================             ] 183.8/242.7 MB
 76%[=====================================             ] 183.8/242.7 MB
 76%[=====================================             ] 183.8/242.7 MB
 76%[=====================================             ] 183.8/242.7 MB
 76%[=====================================             ] 183.9/242.7 MB
 76%[=====================================             ] 183.9/242.7 MB
 76%[=====================================             ] 183.9/242.7 MB
 76%[=====================================             ] 183.9/242.7 MB
 76%[=====================================             ] 183.9/242.7 MB
 76%[=====================================             ] 183.9/242.7 MB
 76%[=====================================             ] 183.9/242.7 MB
 76%[=====================================             ] 183.9/242.7 MB
 76%[=====================================             ] 183.9/242.7 MB
 76%[=====================================             ] 183.9/242.7 MB
 76%[=====================================             ] 183.9/242.7 MB
 76%[=====================================             ] 183.9/242.7 MB
 76%[=====================================             ] 183.9/242.7 MB
 76%[=====================================             ] 184.0/242.7 MB
 76%[=====================================             ] 184.0/242.7 MB
 76%[=====================================             ] 184.0/242.7 MB
 76%[=====================================             ] 184.0/242.7 MB
 76%[=====================================             ] 184.0/242.7 MB
 76%[=====================================             ] 184.0/242.7 MB
 76%[=====================================             ] 184.0/242.7 MB
 76%[=====================================             ] 184.0/242.7 MB
 76%[=====================================             ] 184.0/242.7 MB
 76%[=====================================             ] 184.0/242.7 MB
 76%[=====================================             ] 184.0/242.7 MB
 76%[=====================================             ] 184.0/242.7 MB
 76%[=====================================             ] 184.0/242.7 MB
 76%[=====================================             ] 184.1/242.7 MB
 76%[=====================================             ] 184.1/242.7 MB
 76%[=====================================             ] 184.1/242.7 MB
 76%[=====================================             ] 184.1/242.7 MB
 76%[=====================================             ] 184.1/242.7 MB
 76%[=====================================             ] 184.1/242.7 MB
 76%[=====================================             ] 184.1/242.7 MB
 76%[=====================================             ] 184.1/242.7 MB
 76%[=====================================             ] 184.1/242.7 MB
 76%[=====================================             ] 184.1/242.7 MB
 76%[=====================================             ] 184.1/242.7 MB
 76%[=====================================             ] 184.1/242.7 MB
 76%[=====================================             ] 184.1/242.7 MB
 76%[=====================================             ] 184.2/242.7 MB
 76%[=====================================             ] 184.2/242.7 MB
 76%[=====================================             ] 184.2/242.7 MB
 76%[=====================================             ] 184.2/242.7 MB
 76%[=====================================             ] 184.2/242.7 MB
 76%[=====================================             ] 184.2/242.7 MB
 76%[=====================================             ] 184.2/242.7 MB
 76%[=====================================             ] 184.2/242.7 MB
 76%[=====================================             ] 184.2/242.7 MB
 76%[=====================================             ] 184.2/242.7 MB
 76%[=====================================             ] 184.2/242.7 MB
 76%[=====================================             ] 184.2/242.7 MB
 76%[=====================================             ] 184.2/242.7 MB
 76%[=====================================             ] 184.3/242.7 MB
 76%[=====================================             ] 184.3/242.7 MB
 76%[=====================================             ] 184.3/242.7 MB
 76%[=====================================             ] 184.3/242.7 MB
 76%[=====================================             ] 184.3/242.7 MB
 76%[=====================================             ] 184.3/242.7 MB
 76%[=====================================             ] 184.3/242.7 MB
 76%[=====================================             ] 184.3/242.7 MB
 76%[=====================================             ] 184.3/242.7 MB
 76%[=====================================             ] 184.3/242.7 MB
 76%[=====================================             ] 184.3/242.7 MB
 76%[=====================================             ] 184.3/242.7 MB
 76%[=====================================             ] 184.4/242.7 MB
 76%[=====================================             ] 184.4/242.7 MB
 76%[=====================================             ] 184.4/242.7 MB
 76%[=====================================             ] 184.4/242.7 MB
 76%[=====================================             ] 184.4/242.7 MB
 76%[=====================================             ] 184.4/242.7 MB
 76%[=====================================             ] 184.4/242.7 MB
 76%[=====================================             ] 184.4/242.7 MB
 76%[=====================================             ] 184.4/242.7 MB
 76%[=====================================             ] 184.4/242.7 MB
 76%[=====================================             ] 184.4/242.7 MB
 76%[======================================            ] 184.4/242.7 MB
 76%[======================================            ] 184.4/242.7 MB
 76%[======================================            ] 184.5/242.7 MB
 76%[======================================            ] 184.5/242.7 MB
 76%[======================================            ] 184.5/242.7 MB
 76%[======================================            ] 184.5/242.7 MB
 76%[======================================            ] 184.5/242.7 MB
 76%[======================================            ] 184.5/242.7 MB
 76%[======================================            ] 184.5/242.7 MB
 76%[======================================            ] 184.5/242.7 MB
 76%[======================================            ] 184.5/242.7 MB
 76%[======================================            ] 184.5/242.7 MB
 76%[======================================            ] 184.5/242.7 MB
 76%[======================================            ] 184.5/242.7 MB
 76%[======================================            ] 184.5/242.7 MB
 76%[======================================            ] 184.6/242.7 MB
 76%[======================================            ] 184.6/242.7 MB
 76%[======================================            ] 184.6/242.7 MB
 76%[======================================            ] 184.6/242.7 MB
 76%[======================================            ] 184.6/242.7 MB
 76%[======================================            ] 184.6/242.7 MB
 76%[======================================            ] 184.6/242.7 MB
 76%[======================================            ] 184.6/242.7 MB
 76%[======================================            ] 184.6/242.7 MB
 76%[======================================            ] 184.6/242.7 MB
 76%[======================================            ] 184.6/242.7 MB
 76%[======================================            ] 184.6/242.7 MB
 76%[======================================            ] 184.6/242.7 MB
 76%[======================================            ] 184.7/242.7 MB
 76%[======================================            ] 184.7/242.7 MB
 76%[======================================            ] 184.7/242.7 MB
 76%[======================================            ] 184.7/242.7 MB
 76%[======================================            ] 184.7/242.7 MB
 76%[======================================            ] 184.7/242.7 MB
 76%[======================================            ] 184.7/242.7 MB
 76%[======================================            ] 184.7/242.7 MB
 76%[======================================            ] 184.7/242.7 MB
 76%[======================================            ] 184.7/242.7 MB
 76%[======================================            ] 184.7/242.7 MB
 76%[======================================            ] 184.7/242.7 MB
 76%[======================================            ] 184.8/242.7 MB
 76%[======================================            ] 184.8/242.7 MB
 76%[======================================            ] 184.8/242.7 MB
 76%[======================================            ] 184.8/242.7 MB
 76%[======================================            ] 184.8/242.7 MB
 76%[======================================            ] 184.8/242.7 MB
 76%[======================================            ] 184.8/242.7 MB
 76%[======================================            ] 184.8/242.7 MB
 76%[======================================            ] 184.8/242.7 MB
 76%[======================================            ] 184.8/242.7 MB
 76%[======================================            ] 184.8/242.7 MB
 76%[======================================            ] 184.8/242.7 MB
 76%[======================================            ] 184.8/242.7 MB
 76%[======================================            ] 184.9/242.7 MB
 76%[======================================            ] 184.9/242.7 MB
 76%[======================================            ] 184.9/242.7 MB
 76%[======================================            ] 184.9/242.7 MB
 76%[======================================            ] 184.9/242.7 MB
 76%[======================================            ] 184.9/242.7 MB
 76%[======================================            ] 184.9/242.7 MB
 76%[======================================            ] 184.9/242.7 MB
 76%[======================================            ] 184.9/242.7 MB
 76%[======================================            ] 184.9/242.7 MB
 76%[======================================            ] 184.9/242.7 MB
 76%[======================================            ] 184.9/242.7 MB
 76%[======================================            ] 184.9/242.7 MB
 76%[======================================            ] 185.0/242.7 MB
 76%[======================================            ] 185.0/242.7 MB
 76%[======================================            ] 185.0/242.7 MB
 76%[======================================            ] 185.0/242.7 MB
 76%[======================================            ] 185.0/242.7 MB
 76%[======================================            ] 185.0/242.7 MB
 76%[======================================            ] 185.0/242.7 MB
 76%[======================================            ] 185.0/242.7 MB
 76%[======================================            ] 185.0/242.7 MB
 76%[======================================            ] 185.0/242.7 MB
 76%[======================================            ] 185.0/242.7 MB
 76%[======================================            ] 185.0/242.7 MB
 76%[======================================            ] 185.0/242.7 MB
 76%[======================================            ] 185.1/242.7 MB
 76%[======================================            ] 185.1/242.7 MB
 76%[======================================            ] 185.1/242.7 MB
 76%[======================================            ] 185.1/242.7 MB
 76%[======================================            ] 185.1/242.7 MB
 76%[======================================            ] 185.1/242.7 MB
 76%[======================================            ] 185.1/242.7 MB
 76%[======================================            ] 185.1/242.7 MB
 76%[======================================            ] 185.1/242.7 MB
 76%[======================================            ] 185.1/242.7 MB
 76%[======================================            ] 185.1/242.7 MB
 76%[======================================            ] 185.1/242.7 MB
 76%[======================================            ] 185.1/242.7 MB
 76%[======================================            ] 185.2/242.7 MB
 76%[======================================            ] 185.2/242.7 MB
 76%[======================================            ] 185.2/242.7 MB
 76%[======================================            ] 185.2/242.7 MB
 76%[======================================            ] 185.2/242.7 MB
 76%[======================================            ] 185.2/242.7 MB
 76%[======================================            ] 185.2/242.7 MB
 76%[======================================            ] 185.2/242.7 MB
 76%[======================================            ] 185.2/242.7 MB
 76%[======================================            ] 185.2/242.7 MB
 76%[======================================            ] 185.2/242.7 MB
 76%[======================================            ] 185.2/242.7 MB
 76%[======================================            ] 185.2/242.7 MB
 76%[======================================            ] 185.3/242.7 MB
 76%[======================================            ] 185.3/242.7 MB
 76%[======================================            ] 185.3/242.7 MB
 76%[======================================            ] 185.3/242.7 MB
 76%[======================================            ] 185.3/242.7 MB
 76%[======================================            ] 185.3/242.7 MB
 76%[======================================            ] 185.3/242.7 MB
 76%[======================================            ] 185.3/242.7 MB
 76%[======================================            ] 185.3/242.7 MB
 76%[======================================            ] 185.3/242.7 MB
 76%[======================================            ] 185.3/242.7 MB
 76%[======================================            ] 185.3/242.7 MB
 76%[======================================            ] 185.4/242.7 MB
 76%[======================================            ] 185.4/242.7 MB
 76%[======================================            ] 185.4/242.7 MB
 76%[======================================            ] 185.4/242.7 MB
 76%[======================================            ] 185.4/242.7 MB
 76%[======================================            ] 185.4/242.7 MB
 76%[======================================            ] 185.4/242.7 MB
 76%[======================================            ] 185.4/242.7 MB
 76%[======================================            ] 185.4/242.7 MB
 76%[======================================            ] 185.4/242.7 MB
 76%[======================================            ] 185.4/242.7 MB
 76%[======================================            ] 185.4/242.7 MB
 76%[======================================            ] 185.4/242.7 MB
 76%[======================================            ] 185.5/242.7 MB
 76%[======================================            ] 185.5/242.7 MB
 76%[======================================            ] 185.5/242.7 MB
 76%[======================================            ] 185.5/242.7 MB
 76%[======================================            ] 185.5/242.7 MB
 76%[======================================            ] 185.5/242.7 MB
 76%[======================================            ] 185.5/242.7 MB
 76%[======================================            ] 185.5/242.7 MB
 76%[======================================            ] 185.5/242.7 MB
 76%[======================================            ] 185.5/242.7 MB
 76%[======================================            ] 185.5/242.7 MB
 76%[======================================            ] 185.5/242.7 MB
 76%[======================================            ] 185.5/242.7 MB
 76%[======================================            ] 185.6/242.7 MB
 76%[======================================            ] 185.6/242.7 MB
 76%[======================================            ] 185.6/242.7 MB
 76%[======================================            ] 185.6/242.7 MB
 76%[======================================            ] 185.6/242.7 MB
 76%[======================================            ] 185.6/242.7 MB
 76%[======================================            ] 185.6/242.7 MB
 76%[======================================            ] 185.6/242.7 MB
 76%[======================================            ] 185.6/242.7 MB
 76%[======================================            ] 185.6/242.7 MB
 76%[======================================            ] 185.6/242.7 MB
 76%[======================================            ] 185.6/242.7 MB
 76%[======================================            ] 185.6/242.7 MB
 77%[======================================            ] 185.7/242.7 MB
 77%[======================================            ] 185.7/242.7 MB
 77%[======================================            ] 185.7/242.7 MB
 77%[======================================            ] 185.7/242.7 MB
 77%[======================================            ] 185.7/242.7 MB
 77%[======================================            ] 185.7/242.7 MB
 77%[======================================            ] 185.7/242.7 MB
 77%[======================================            ] 185.7/242.7 MB
 77%[======================================            ] 185.7/242.7 MB
 77%[======================================            ] 185.7/242.7 MB
 77%[======================================            ] 185.7/242.7 MB
 77%[======================================            ] 185.7/242.7 MB
 77%[======================================            ] 185.8/242.7 MB
 77%[======================================            ] 185.8/242.7 MB
 77%[======================================            ] 185.8/242.7 MB
 77%[======================================            ] 185.8/242.7 MB
 77%[======================================            ] 185.8/242.7 MB
 77%[======================================            ] 185.8/242.7 MB
 77%[======================================            ] 185.8/242.7 MB
 77%[======================================            ] 185.8/242.7 MB
 77%[======================================            ] 185.8/242.7 MB
 77%[======================================            ] 185.8/242.7 MB
 77%[======================================            ] 185.8/242.7 MB
 77%[======================================            ] 185.8/242.7 MB
 77%[======================================            ] 185.8/242.7 MB
 77%[======================================            ] 185.9/242.7 MB
 77%[======================================            ] 185.9/242.7 MB
 77%[======================================            ] 185.9/242.7 MB
 77%[======================================            ] 185.9/242.7 MB
 77%[======================================            ] 185.9/242.7 MB
 77%[======================================            ] 185.9/242.7 MB
 77%[======================================            ] 185.9/242.7 MB
 77%[======================================            ] 185.9/242.7 MB
 77%[======================================            ] 185.9/242.7 MB
 77%[======================================            ] 185.9/242.7 MB
 77%[======================================            ] 185.9/242.7 MB
 77%[======================================            ] 185.9/242.7 MB
 77%[======================================            ] 185.9/242.7 MB
 77%[======================================            ] 186.0/242.7 MB
 77%[======================================            ] 186.0/242.7 MB
 77%[======================================            ] 186.0/242.7 MB
 77%[======================================            ] 186.0/242.7 MB
 77%[======================================            ] 186.0/242.7 MB
 77%[======================================            ] 186.0/242.7 MB
 77%[======================================            ] 186.0/242.7 MB
 77%[======================================            ] 186.0/242.7 MB
 77%[======================================            ] 186.0/242.7 MB
 77%[======================================            ] 186.0/242.7 MB
 77%[======================================            ] 186.0/242.7 MB
 77%[======================================            ] 186.0/242.7 MB
 77%[======================================            ] 186.0/242.7 MB
 77%[======================================            ] 186.1/242.7 MB
 77%[======================================            ] 186.1/242.7 MB
 77%[======================================            ] 186.1/242.7 MB
 77%[======================================            ] 186.1/242.7 MB
 77%[======================================            ] 186.1/242.7 MB
 77%[======================================            ] 186.1/242.7 MB
 77%[======================================            ] 186.1/242.7 MB
 77%[======================================            ] 186.1/242.7 MB
 77%[======================================            ] 186.1/242.7 MB
 77%[======================================            ] 186.1/242.7 MB
 77%[======================================            ] 186.1/242.7 MB
 77%[======================================            ] 186.1/242.7 MB
 77%[======================================            ] 186.1/242.7 MB
 77%[======================================            ] 186.2/242.7 MB
 77%[======================================            ] 186.2/242.7 MB
 77%[======================================            ] 186.2/242.7 MB
 77%[======================================            ] 186.2/242.7 MB
 77%[======================================            ] 186.2/242.7 MB
 77%[======================================            ] 186.2/242.7 MB
 77%[======================================            ] 186.2/242.7 MB
 77%[======================================            ] 186.2/242.7 MB
 77%[======================================            ] 186.2/242.7 MB
 77%[======================================            ] 186.2/242.7 MB
 77%[======================================            ] 186.2/242.7 MB
 77%[======================================            ] 186.2/242.7 MB
 77%[======================================            ] 186.2/242.7 MB
 77%[======================================            ] 186.3/242.7 MB
 77%[======================================            ] 186.3/242.7 MB
 77%[======================================            ] 186.3/242.7 MB
 77%[======================================            ] 186.3/242.7 MB
 77%[======================================            ] 186.3/242.7 MB
 77%[======================================            ] 186.3/242.7 MB
 77%[======================================            ] 186.3/242.7 MB
 77%[======================================            ] 186.3/242.7 MB
 77%[======================================            ] 186.3/242.7 MB
 77%[======================================            ] 186.3/242.7 MB
 77%[======================================            ] 186.3/242.7 MB
 77%[======================================            ] 186.3/242.7 MB
 77%[======================================            ] 186.4/242.7 MB
 77%[======================================            ] 186.4/242.7 MB
 77%[======================================            ] 186.4/242.7 MB
 77%[======================================            ] 186.4/242.7 MB
 77%[======================================            ] 186.4/242.7 MB
 77%[======================================            ] 186.4/242.7 MB
 77%[======================================            ] 186.4/242.7 MB
 77%[======================================            ] 186.4/242.7 MB
 77%[======================================            ] 186.4/242.7 MB
 77%[======================================            ] 186.4/242.7 MB
 77%[======================================            ] 186.4/242.7 MB
 77%[======================================            ] 186.4/242.7 MB
 77%[======================================            ] 186.4/242.7 MB
 77%[======================================            ] 186.5/242.7 MB
 77%[======================================            ] 186.5/242.7 MB
 77%[======================================            ] 186.5/242.7 MB
 77%[======================================            ] 186.5/242.7 MB
 77%[======================================            ] 186.5/242.7 MB
 77%[======================================            ] 186.5/242.7 MB
 77%[======================================            ] 186.5/242.7 MB
 77%[======================================            ] 186.5/242.7 MB
 77%[======================================            ] 186.5/242.7 MB
 77%[======================================            ] 186.5/242.7 MB
 77%[======================================            ] 186.5/242.7 MB
 77%[======================================            ] 186.5/242.7 MB
 77%[======================================            ] 186.5/242.7 MB
 77%[======================================            ] 186.6/242.7 MB
 77%[======================================            ] 186.6/242.7 MB
 77%[======================================            ] 186.6/242.7 MB
 77%[======================================            ] 186.6/242.7 MB
 77%[======================================            ] 186.6/242.7 MB
 77%[======================================            ] 186.6/242.7 MB
 77%[======================================            ] 186.6/242.7 MB
 77%[======================================            ] 186.6/242.7 MB
 77%[======================================            ] 186.6/242.7 MB
 77%[======================================            ] 186.6/242.7 MB
 77%[======================================            ] 186.6/242.7 MB
 77%[======================================            ] 186.6/242.7 MB
 77%[======================================            ] 186.6/242.7 MB
 77%[======================================            ] 186.7/242.7 MB
 77%[======================================            ] 186.7/242.7 MB
 77%[======================================            ] 186.7/242.7 MB
 77%[======================================            ] 186.7/242.7 MB
 77%[======================================            ] 186.7/242.7 MB
 77%[======================================            ] 186.7/242.7 MB
 77%[======================================            ] 186.7/242.7 MB
 77%[======================================            ] 186.7/242.7 MB
 77%[======================================            ] 186.7/242.7 MB
 77%[======================================            ] 186.7/242.7 MB
 77%[======================================            ] 186.7/242.7 MB
 77%[======================================            ] 186.7/242.7 MB
 77%[======================================            ] 186.8/242.7 MB
 77%[======================================            ] 186.8/242.7 MB
 77%[======================================            ] 186.8/242.7 MB
 77%[======================================            ] 186.8/242.7 MB
 77%[======================================            ] 186.8/242.7 MB
 77%[======================================            ] 186.8/242.7 MB
 77%[======================================            ] 186.8/242.7 MB
 77%[======================================            ] 186.8/242.7 MB
 77%[======================================            ] 186.8/242.7 MB
 77%[======================================            ] 186.8/242.7 MB
 77%[======================================            ] 186.8/242.7 MB
 77%[======================================            ] 186.8/242.7 MB
 77%[======================================            ] 186.8/242.7 MB
 77%[======================================            ] 186.9/242.7 MB
 77%[======================================            ] 186.9/242.7 MB
 77%[======================================            ] 186.9/242.7 MB
 77%[======================================            ] 186.9/242.7 MB
 77%[======================================            ] 186.9/242.7 MB
 77%[======================================            ] 186.9/242.7 MB
 77%[======================================            ] 186.9/242.7 MB
 77%[======================================            ] 186.9/242.7 MB
 77%[======================================            ] 186.9/242.7 MB
 77%[======================================            ] 186.9/242.7 MB
 77%[======================================            ] 186.9/242.7 MB
 77%[======================================            ] 186.9/242.7 MB
 77%[======================================            ] 186.9/242.7 MB
 77%[======================================            ] 187.0/242.7 MB
 77%[======================================            ] 187.0/242.7 MB
 77%[======================================            ] 187.0/242.7 MB
 77%[======================================            ] 187.0/242.7 MB
 77%[======================================            ] 187.0/242.7 MB
 77%[======================================            ] 187.0/242.7 MB
 77%[======================================            ] 187.0/242.7 MB
 77%[======================================            ] 187.0/242.7 MB
 77%[======================================            ] 187.0/242.7 MB
 77%[======================================            ] 187.0/242.7 MB
 77%[======================================            ] 187.0/242.7 MB
 77%[======================================            ] 187.0/242.7 MB
 77%[======================================            ] 187.0/242.7 MB
 77%[======================================            ] 187.1/242.7 MB
 77%[======================================            ] 187.1/242.7 MB
 77%[======================================            ] 187.1/242.7 MB
 77%[======================================            ] 187.1/242.7 MB
 77%[======================================            ] 187.1/242.7 MB
 77%[======================================            ] 187.1/242.7 MB
 77%[======================================            ] 187.1/242.7 MB
 77%[======================================            ] 187.1/242.7 MB
 77%[======================================            ] 187.1/242.7 MB
 77%[======================================            ] 187.1/242.7 MB
 77%[======================================            ] 187.1/242.7 MB
 77%[======================================            ] 187.1/242.7 MB
 77%[======================================            ] 187.1/242.7 MB
 77%[======================================            ] 187.2/242.7 MB
 77%[======================================            ] 187.2/242.7 MB
 77%[======================================            ] 187.2/242.7 MB
 77%[======================================            ] 187.2/242.7 MB
 77%[======================================            ] 187.2/242.7 MB
 77%[======================================            ] 187.2/242.7 MB
 77%[======================================            ] 187.2/242.7 MB
 77%[======================================            ] 187.2/242.7 MB
 77%[======================================            ] 187.2/242.7 MB
 77%[======================================            ] 187.2/242.7 MB
 77%[======================================            ] 187.2/242.7 MB
 77%[======================================            ] 187.2/242.7 MB
 77%[======================================            ] 187.2/242.7 MB
 77%[======================================            ] 187.3/242.7 MB
 77%[======================================            ] 187.3/242.7 MB
 77%[======================================            ] 187.3/242.7 MB
 77%[======================================            ] 187.3/242.7 MB
 77%[======================================            ] 187.3/242.7 MB
 77%[======================================            ] 187.3/242.7 MB
 77%[======================================            ] 187.3/242.7 MB
 77%[======================================            ] 187.3/242.7 MB
 77%[======================================            ] 187.3/242.7 MB
 77%[======================================            ] 187.3/242.7 MB
 77%[======================================            ] 187.3/242.7 MB
 77%[======================================            ] 187.3/242.7 MB
 77%[======================================            ] 187.4/242.7 MB
 77%[======================================            ] 187.4/242.7 MB
 77%[======================================            ] 187.4/242.7 MB
 77%[======================================            ] 187.4/242.7 MB
 77%[======================================            ] 187.4/242.7 MB
 77%[======================================            ] 187.4/242.7 MB
 77%[======================================            ] 187.4/242.7 MB
 77%[======================================            ] 187.4/242.7 MB
 77%[======================================            ] 187.4/242.7 MB
 77%[======================================            ] 187.4/242.7 MB
 77%[======================================            ] 187.4/242.7 MB
 77%[======================================            ] 187.4/242.7 MB
 77%[======================================            ] 187.4/242.7 MB
 77%[======================================            ] 187.5/242.7 MB
 77%[======================================            ] 187.5/242.7 MB
 77%[======================================            ] 187.5/242.7 MB
 77%[======================================            ] 187.5/242.7 MB
 77%[======================================            ] 187.5/242.7 MB
 77%[======================================            ] 187.5/242.7 MB
 77%[======================================            ] 187.5/242.7 MB
 77%[======================================            ] 187.5/242.7 MB
 77%[======================================            ] 187.5/242.7 MB
 77%[======================================            ] 187.5/242.7 MB
 77%[======================================            ] 187.5/242.7 MB
 77%[======================================            ] 187.5/242.7 MB
 77%[======================================            ] 187.5/242.7 MB
 77%[======================================            ] 187.6/242.7 MB
 77%[======================================            ] 187.6/242.7 MB
 77%[======================================            ] 187.6/242.7 MB
 77%[======================================            ] 187.6/242.7 MB
 77%[======================================            ] 187.6/242.7 MB
 77%[======================================            ] 187.6/242.7 MB
 77%[======================================            ] 187.6/242.7 MB
 77%[======================================            ] 187.6/242.7 MB
 77%[======================================            ] 187.6/242.7 MB
 77%[======================================            ] 187.6/242.7 MB
 77%[======================================            ] 187.6/242.7 MB
 77%[======================================            ] 187.6/242.7 MB
 77%[======================================            ] 187.6/242.7 MB
 77%[======================================            ] 187.7/242.7 MB
 77%[======================================            ] 187.7/242.7 MB
 77%[======================================            ] 187.7/242.7 MB
 77%[======================================            ] 187.7/242.7 MB
 77%[======================================            ] 187.7/242.7 MB
 77%[======================================            ] 187.7/242.7 MB
 77%[======================================            ] 187.7/242.7 MB
 77%[======================================            ] 187.7/242.7 MB
 77%[======================================            ] 187.7/242.7 MB
 77%[======================================            ] 187.7/242.7 MB
 77%[======================================            ] 187.7/242.7 MB
 77%[======================================            ] 187.7/242.7 MB
 77%[======================================            ] 187.8/242.7 MB
 77%[======================================            ] 187.8/242.7 MB
 77%[======================================            ] 187.8/242.7 MB
 77%[======================================            ] 187.8/242.7 MB
 77%[======================================            ] 187.8/242.7 MB
 77%[======================================            ] 187.8/242.7 MB
 77%[======================================            ] 187.8/242.7 MB
 77%[======================================            ] 187.8/242.7 MB
 77%[======================================            ] 187.8/242.7 MB
 77%[======================================            ] 187.8/242.7 MB
 77%[======================================            ] 187.8/242.7 MB
 77%[======================================            ] 187.8/242.7 MB
 77%[======================================            ] 187.8/242.7 MB
 77%[======================================            ] 187.9/242.7 MB
 77%[======================================            ] 187.9/242.7 MB
 77%[======================================            ] 187.9/242.7 MB
 77%[======================================            ] 187.9/242.7 MB
 77%[======================================            ] 187.9/242.7 MB
 77%[======================================            ] 187.9/242.7 MB
 77%[======================================            ] 187.9/242.7 MB
 77%[======================================            ] 187.9/242.7 MB
 77%[======================================            ] 187.9/242.7 MB
 77%[======================================            ] 187.9/242.7 MB
 77%[======================================            ] 187.9/242.7 MB
 77%[======================================            ] 187.9/242.7 MB
 77%[======================================            ] 187.9/242.7 MB
 77%[======================================            ] 188.0/242.7 MB
 77%[======================================            ] 188.0/242.7 MB
 77%[======================================            ] 188.0/242.7 MB
 77%[======================================            ] 188.0/242.7 MB
 77%[======================================            ] 188.0/242.7 MB
 77%[======================================            ] 188.0/242.7 MB
 77%[======================================            ] 188.0/242.7 MB
 77%[======================================            ] 188.0/242.7 MB
 77%[======================================            ] 188.0/242.7 MB
 77%[======================================            ] 188.0/242.7 MB
 77%[======================================            ] 188.0/242.7 MB
 77%[======================================            ] 188.0/242.7 MB
 77%[======================================            ] 188.0/242.7 MB
 77%[======================================            ] 188.1/242.7 MB
 77%[======================================            ] 188.1/242.7 MB
 77%[======================================            ] 188.1/242.7 MB
 78%[======================================            ] 188.1/242.7 MB
 78%[======================================            ] 188.1/242.7 MB
 78%[======================================            ] 188.1/242.7 MB
 78%[======================================            ] 188.1/242.7 MB
 78%[======================================            ] 188.1/242.7 MB
 78%[======================================            ] 188.1/242.7 MB
 78%[======================================            ] 188.1/242.7 MB
 78%[======================================            ] 188.1/242.7 MB
 78%[======================================            ] 188.1/242.7 MB
 78%[======================================            ] 188.1/242.7 MB
 78%[======================================            ] 188.2/242.7 MB
 78%[======================================            ] 188.2/242.7 MB
 78%[======================================            ] 188.2/242.7 MB
 78%[======================================            ] 188.2/242.7 MB
 78%[======================================            ] 188.2/242.7 MB
 78%[======================================            ] 188.2/242.7 MB
 78%[======================================            ] 188.2/242.7 MB
 78%[======================================            ] 188.2/242.7 MB
 78%[======================================            ] 188.2/242.7 MB
 78%[======================================            ] 188.2/242.7 MB
 78%[======================================            ] 188.2/242.7 MB
 78%[======================================            ] 188.2/242.7 MB
 78%[======================================            ] 188.2/242.7 MB
 78%[======================================            ] 188.3/242.7 MB
 78%[======================================            ] 188.3/242.7 MB
 78%[======================================            ] 188.3/242.7 MB
 78%[======================================            ] 188.3/242.7 MB
 78%[======================================            ] 188.3/242.7 MB
 78%[======================================            ] 188.3/242.7 MB
 78%[======================================            ] 188.3/242.7 MB
 78%[======================================            ] 188.3/242.7 MB
 78%[======================================            ] 188.3/242.7 MB
 78%[======================================            ] 188.3/242.7 MB
 78%[======================================            ] 188.3/242.7 MB
 78%[======================================            ] 188.3/242.7 MB
 78%[======================================            ] 188.4/242.7 MB
 78%[======================================            ] 188.4/242.7 MB
 78%[======================================            ] 188.4/242.7 MB
 78%[======================================            ] 188.4/242.7 MB
 78%[======================================            ] 188.4/242.7 MB
 78%[======================================            ] 188.4/242.7 MB
 78%[======================================            ] 188.4/242.7 MB
 78%[======================================            ] 188.4/242.7 MB
 78%[======================================            ] 188.4/242.7 MB
 78%[======================================            ] 188.4/242.7 MB
 78%[======================================            ] 188.4/242.7 MB
 78%[======================================            ] 188.4/242.7 MB
 78%[======================================            ] 188.4/242.7 MB
 78%[======================================            ] 188.5/242.7 MB
 78%[======================================            ] 188.5/242.7 MB
 78%[======================================            ] 188.5/242.7 MB
 78%[======================================            ] 188.5/242.7 MB
 78%[======================================            ] 188.5/242.7 MB
 78%[======================================            ] 188.5/242.7 MB
 78%[======================================            ] 188.5/242.7 MB
 78%[======================================            ] 188.5/242.7 MB
 78%[======================================            ] 188.5/242.7 MB
 78%[======================================            ] 188.5/242.7 MB
 78%[======================================            ] 188.5/242.7 MB
 78%[======================================            ] 188.5/242.7 MB
 78%[======================================            ] 188.5/242.7 MB
 78%[======================================            ] 188.6/242.7 MB
 78%[======================================            ] 188.6/242.7 MB
 78%[======================================            ] 188.6/242.7 MB
 78%[======================================            ] 188.6/242.7 MB
 78%[======================================            ] 188.6/242.7 MB
 78%[======================================            ] 188.6/242.7 MB
 78%[======================================            ] 188.6/242.7 MB
 78%[======================================            ] 188.6/242.7 MB
 78%[======================================            ] 188.6/242.7 MB
 78%[======================================            ] 188.6/242.7 MB
 78%[======================================            ] 188.6/242.7 MB
 78%[======================================            ] 188.6/242.7 MB
 78%[======================================            ] 188.6/242.7 MB
 78%[======================================            ] 188.7/242.7 MB
 78%[======================================            ] 188.7/242.7 MB
 78%[======================================            ] 188.7/242.7 MB
 78%[======================================            ] 188.7/242.7 MB
 78%[======================================            ] 188.7/242.7 MB
 78%[======================================            ] 188.7/242.7 MB
 78%[======================================            ] 188.7/242.7 MB
 78%[======================================            ] 188.7/242.7 MB
 78%[======================================            ] 188.7/242.7 MB
 78%[======================================            ] 188.7/242.7 MB
 78%[======================================            ] 188.7/242.7 MB
 78%[======================================            ] 188.7/242.7 MB
 78%[======================================            ] 188.8/242.7 MB
 78%[======================================            ] 188.8/242.7 MB
 78%[======================================            ] 188.8/242.7 MB
 78%[======================================            ] 188.8/242.7 MB
 78%[======================================            ] 188.8/242.7 MB
 78%[======================================            ] 188.8/242.7 MB
 78%[======================================            ] 188.8/242.7 MB
 78%[======================================            ] 188.8/242.7 MB
 78%[======================================            ] 188.8/242.7 MB
 78%[======================================            ] 188.8/242.7 MB
 78%[======================================            ] 188.8/242.7 MB
 78%[======================================            ] 188.8/242.7 MB
 78%[======================================            ] 188.8/242.7 MB
 78%[======================================            ] 188.9/242.7 MB
 78%[======================================            ] 188.9/242.7 MB
 78%[======================================            ] 188.9/242.7 MB
 78%[======================================            ] 188.9/242.7 MB
 78%[======================================            ] 188.9/242.7 MB
 78%[======================================            ] 188.9/242.7 MB
 78%[======================================            ] 188.9/242.7 MB
 78%[======================================            ] 188.9/242.7 MB
 78%[======================================            ] 188.9/242.7 MB
 78%[======================================            ] 188.9/242.7 MB
 78%[======================================            ] 188.9/242.7 MB
 78%[======================================            ] 188.9/242.7 MB
 78%[======================================            ] 188.9/242.7 MB
 78%[======================================            ] 189.0/242.7 MB
 78%[======================================            ] 189.0/242.7 MB
 78%[======================================            ] 189.0/242.7 MB
 78%[======================================            ] 189.0/242.7 MB
 78%[======================================            ] 189.0/242.7 MB
 78%[======================================            ] 189.0/242.7 MB
 78%[======================================            ] 189.0/242.7 MB
 78%[======================================            ] 189.0/242.7 MB
 78%[======================================            ] 189.0/242.7 MB
 78%[======================================            ] 189.0/242.7 MB
 78%[======================================            ] 189.0/242.7 MB
 78%[======================================            ] 189.0/242.7 MB
 78%[======================================            ] 189.0/242.7 MB
 78%[======================================            ] 189.1/242.7 MB
 78%[======================================            ] 189.1/242.7 MB
 78%[======================================            ] 189.1/242.7 MB
 78%[======================================            ] 189.1/242.7 MB
 78%[======================================            ] 189.1/242.7 MB
 78%[======================================            ] 189.1/242.7 MB
 78%[======================================            ] 189.1/242.7 MB
 78%[======================================            ] 189.1/242.7 MB
 78%[======================================            ] 189.1/242.7 MB
 78%[======================================            ] 189.1/242.7 MB
 78%[======================================            ] 189.1/242.7 MB
 78%[======================================            ] 189.1/242.7 MB
 78%[======================================            ] 189.1/242.7 MB
 78%[======================================            ] 189.2/242.7 MB
 78%[======================================            ] 189.2/242.7 MB
 78%[======================================            ] 189.2/242.7 MB
 78%[======================================            ] 189.2/242.7 MB
 78%[======================================            ] 189.2/242.7 MB
 78%[======================================            ] 189.2/242.7 MB
 78%[======================================            ] 189.2/242.7 MB
 78%[======================================            ] 189.2/242.7 MB
 78%[======================================            ] 189.2/242.7 MB
 78%[======================================            ] 189.2/242.7 MB
 78%[======================================            ] 189.2/242.7 MB
 78%[======================================            ] 189.2/242.7 MB
 78%[======================================            ] 189.2/242.7 MB
 78%[======================================            ] 189.3/242.7 MB
 78%[======================================            ] 189.3/242.7 MB
 78%[======================================            ] 189.3/242.7 MB
 78%[======================================            ] 189.3/242.7 MB
 78%[======================================            ] 189.3/242.7 MB
 78%[=======================================           ] 189.3/242.7 MB
 78%[=======================================           ] 189.3/242.7 MB
 78%[=======================================           ] 189.3/242.7 MB
 78%[=======================================           ] 189.3/242.7 MB
 78%[=======================================           ] 189.3/242.7 MB
 78%[=======================================           ] 189.3/242.7 MB
 78%[=======================================           ] 189.3/242.7 MB
 78%[=======================================           ] 189.4/242.7 MB
 78%[=======================================           ] 189.4/242.7 MB
 78%[=======================================           ] 189.4/242.7 MB
 78%[=======================================           ] 189.4/242.7 MB
 78%[=======================================           ] 189.4/242.7 MB
 78%[=======================================           ] 189.4/242.7 MB
 78%[=======================================           ] 189.4/242.7 MB
 78%[=======================================           ] 189.4/242.7 MB
 78%[=======================================           ] 189.4/242.7 MB
 78%[=======================================           ] 189.4/242.7 MB
 78%[=======================================           ] 189.4/242.7 MB
 78%[=======================================           ] 189.4/242.7 MB
 78%[=======================================           ] 189.4/242.7 MB
 78%[=======================================           ] 189.5/242.7 MB
 78%[=======================================           ] 189.5/242.7 MB
 78%[=======================================           ] 189.5/242.7 MB
 78%[=======================================           ] 189.5/242.7 MB
 78%[=======================================           ] 189.5/242.7 MB
 78%[=======================================           ] 189.5/242.7 MB
 78%[=======================================           ] 189.5/242.7 MB
 78%[=======================================           ] 189.5/242.7 MB
 78%[=======================================           ] 189.5/242.7 MB
 78%[=======================================           ] 189.5/242.7 MB
 78%[=======================================           ] 189.5/242.7 MB
 78%[=======================================           ] 189.5/242.7 MB
 78%[=======================================           ] 189.5/242.7 MB
 78%[=======================================           ] 189.6/242.7 MB
 78%[=======================================           ] 189.6/242.7 MB
 78%[=======================================           ] 189.6/242.7 MB
 78%[=======================================           ] 189.6/242.7 MB
 78%[=======================================           ] 189.6/242.7 MB
 78%[=======================================           ] 189.6/242.7 MB
 78%[=======================================           ] 189.6/242.7 MB
 78%[=======================================           ] 189.6/242.7 MB
 78%[=======================================           ] 189.6/242.7 MB
 78%[=======================================           ] 189.6/242.7 MB
 78%[=======================================           ] 189.6/242.7 MB
 78%[=======================================           ] 189.6/242.7 MB
 78%[=======================================           ] 189.6/242.7 MB
 78%[=======================================           ] 189.7/242.7 MB
 78%[=======================================           ] 189.7/242.7 MB
 78%[=======================================           ] 189.7/242.7 MB
 78%[=======================================           ] 189.7/242.7 MB
 78%[=======================================           ] 189.7/242.7 MB
 78%[=======================================           ] 189.7/242.7 MB
 78%[=======================================           ] 189.7/242.7 MB
 78%[=======================================           ] 189.7/242.7 MB
 78%[=======================================           ] 189.7/242.7 MB
 78%[=======================================           ] 189.7/242.7 MB
 78%[=======================================           ] 189.7/242.7 MB
 78%[=======================================           ] 189.7/242.7 MB
 78%[=======================================           ] 189.8/242.7 MB
 78%[=======================================           ] 189.8/242.7 MB
 78%[=======================================           ] 189.8/242.7 MB
 78%[=======================================           ] 189.8/242.7 MB
 78%[=======================================           ] 189.8/242.7 MB
 78%[=======================================           ] 189.8/242.7 MB
 78%[=======================================           ] 189.8/242.7 MB
 78%[=======================================           ] 189.8/242.7 MB
 78%[=======================================           ] 189.8/242.7 MB
 78%[=======================================           ] 189.8/242.7 MB
 78%[=======================================           ] 189.8/242.7 MB
 78%[=======================================           ] 189.8/242.7 MB
 78%[=======================================           ] 189.8/242.7 MB
 78%[=======================================           ] 189.9/242.7 MB
 78%[=======================================           ] 189.9/242.7 MB
 78%[=======================================           ] 189.9/242.7 MB
 78%[=======================================           ] 189.9/242.7 MB
 78%[=======================================           ] 189.9/242.7 MB
 78%[=======================================           ] 189.9/242.7 MB
 78%[=======================================           ] 189.9/242.7 MB
 78%[=======================================           ] 189.9/242.7 MB
 78%[=======================================           ] 189.9/242.7 MB
 78%[=======================================           ] 189.9/242.7 MB
 78%[=======================================           ] 189.9/242.7 MB
 78%[=======================================           ] 189.9/242.7 MB
 78%[=======================================           ] 189.9/242.7 MB
 78%[=======================================           ] 190.0/242.7 MB
 78%[=======================================           ] 190.0/242.7 MB
 78%[=======================================           ] 190.0/242.7 MB
 78%[=======================================           ] 190.0/242.7 MB
 78%[=======================================           ] 190.0/242.7 MB
 78%[=======================================           ] 190.0/242.7 MB
 78%[=======================================           ] 190.0/242.7 MB
 78%[=======================================           ] 190.0/242.7 MB
 78%[=======================================           ] 190.0/242.7 MB
 78%[=======================================           ] 190.0/242.7 MB
 78%[=======================================           ] 190.0/242.7 MB
 78%[=======================================           ] 190.0/242.7 MB
 78%[=======================================           ] 190.0/242.7 MB
 78%[=======================================           ] 190.1/242.7 MB
 78%[=======================================           ] 190.1/242.7 MB
 78%[=======================================           ] 190.1/242.7 MB
 78%[=======================================           ] 190.1/242.7 MB
 78%[=======================================           ] 190.1/242.7 MB
 78%[=======================================           ] 190.1/242.7 MB
 78%[=======================================           ] 190.1/242.7 MB
 78%[=======================================           ] 190.1/242.7 MB
 78%[=======================================           ] 190.1/242.7 MB
 78%[=======================================           ] 190.1/242.7 MB
 78%[=======================================           ] 190.1/242.7 MB
 78%[=======================================           ] 190.1/242.7 MB
 78%[=======================================           ] 190.1/242.7 MB
 78%[=======================================           ] 190.2/242.7 MB
 78%[=======================================           ] 190.2/242.7 MB
 78%[=======================================           ] 190.2/242.7 MB
 78%[=======================================           ] 190.2/242.7 MB
 78%[=======================================           ] 190.2/242.7 MB
 78%[=======================================           ] 190.2/242.7 MB
 78%[=======================================           ] 190.2/242.7 MB
 78%[=======================================           ] 190.2/242.7 MB
 78%[=======================================           ] 190.2/242.7 MB
 78%[=======================================           ] 190.2/242.7 MB
 78%[=======================================           ] 190.2/242.7 MB
 78%[=======================================           ] 190.2/242.7 MB
 78%[=======================================           ] 190.2/242.7 MB
 78%[=======================================           ] 190.3/242.7 MB
 78%[=======================================           ] 190.3/242.7 MB
 78%[=======================================           ] 190.3/242.7 MB
 78%[=======================================           ] 190.3/242.7 MB
 78%[=======================================           ] 190.3/242.7 MB
 78%[=======================================           ] 190.3/242.7 MB
 78%[=======================================           ] 190.3/242.7 MB
 78%[=======================================           ] 190.3/242.7 MB
 78%[=======================================           ] 190.3/242.7 MB
 78%[=======================================           ] 190.3/242.7 MB
 78%[=======================================           ] 190.3/242.7 MB
 78%[=======================================           ] 190.3/242.7 MB
 78%[=======================================           ] 190.4/242.7 MB
 78%[=======================================           ] 190.4/242.7 MB
 78%[=======================================           ] 190.4/242.7 MB
 78%[=======================================           ] 190.4/242.7 MB
 78%[=======================================           ] 190.4/242.7 MB
 78%[=======================================           ] 190.4/242.7 MB
 78%[=======================================           ] 190.4/242.7 MB
 78%[=======================================           ] 190.4/242.7 MB
 78%[=======================================           ] 190.4/242.7 MB
 78%[=======================================           ] 190.4/242.7 MB
 78%[=======================================           ] 190.4/242.7 MB
 78%[=======================================           ] 190.4/242.7 MB
 78%[=======================================           ] 190.4/242.7 MB
 78%[=======================================           ] 190.5/242.7 MB
 78%[=======================================           ] 190.5/242.7 MB
 78%[=======================================           ] 190.5/242.7 MB
 78%[=======================================           ] 190.5/242.7 MB
 78%[=======================================           ] 190.5/242.7 MB
 78%[=======================================           ] 190.5/242.7 MB
 78%[=======================================           ] 190.5/242.7 MB
 79%[=======================================           ] 190.5/242.7 MB
 79%[=======================================           ] 190.5/242.7 MB
 79%[=======================================           ] 190.5/242.7 MB
 79%[=======================================           ] 190.5/242.7 MB
 79%[=======================================           ] 190.5/242.7 MB
 79%[=======================================           ] 190.5/242.7 MB
 79%[=======================================           ] 190.6/242.7 MB
 79%[=======================================           ] 190.6/242.7 MB
 79%[=======================================           ] 190.6/242.7 MB
 79%[=======================================           ] 190.6/242.7 MB
 79%[=======================================           ] 190.6/242.7 MB
 79%[=======================================           ] 190.6/242.7 MB
 79%[=======================================           ] 190.6/242.7 MB
 79%[=======================================           ] 190.6/242.7 MB
 79%[=======================================           ] 190.6/242.7 MB
 79%[=======================================           ] 190.6/242.7 MB
 79%[=======================================           ] 190.6/242.7 MB
 79%[=======================================           ] 190.6/242.7 MB
 79%[=======================================           ] 190.6/242.7 MB
 79%[=======================================           ] 190.7/242.7 MB
 79%[=======================================           ] 190.7/242.7 MB
 79%[=======================================           ] 190.7/242.7 MB
 79%[=======================================           ] 190.7/242.7 MB
 79%[=======================================           ] 190.7/242.7 MB
 79%[=======================================           ] 190.7/242.7 MB
 79%[=======================================           ] 190.7/242.7 MB
 79%[=======================================           ] 190.7/242.7 MB
 79%[=======================================           ] 190.7/242.7 MB
 79%[=======================================           ] 190.7/242.7 MB
 79%[=======================================           ] 190.7/242.7 MB
 79%[=======================================           ] 190.7/242.7 MB
 79%[=======================================           ] 190.8/242.7 MB
 79%[=======================================           ] 190.8/242.7 MB
 79%[=======================================           ] 190.8/242.7 MB
 79%[=======================================           ] 190.8/242.7 MB
 79%[=======================================           ] 190.8/242.7 MB
 79%[=======================================           ] 190.8/242.7 MB
 79%[=======================================           ] 190.8/242.7 MB
 79%[=======================================           ] 190.8/242.7 MB
 79%[=======================================           ] 190.8/242.7 MB
 79%[=======================================           ] 190.8/242.7 MB
 79%[=======================================           ] 190.8/242.7 MB
 79%[=======================================           ] 190.8/242.7 MB
 79%[=======================================           ] 190.8/242.7 MB
 79%[=======================================           ] 190.9/242.7 MB
 79%[=======================================           ] 190.9/242.7 MB
 79%[=======================================           ] 190.9/242.7 MB
 79%[=======================================           ] 190.9/242.7 MB
 79%[=======================================           ] 190.9/242.7 MB
 79%[=======================================           ] 190.9/242.7 MB
 79%[=======================================           ] 190.9/242.7 MB
 79%[=======================================           ] 190.9/242.7 MB
 79%[=======================================           ] 190.9/242.7 MB
 79%[=======================================           ] 190.9/242.7 MB
 79%[=======================================           ] 190.9/242.7 MB
 79%[=======================================           ] 190.9/242.7 MB
 79%[=======================================           ] 190.9/242.7 MB
 79%[=======================================           ] 191.0/242.7 MB
 79%[=======================================           ] 191.0/242.7 MB
 79%[=======================================           ] 191.0/242.7 MB
 79%[=======================================           ] 191.0/242.7 MB
 79%[=======================================           ] 191.0/242.7 MB
 79%[=======================================           ] 191.0/242.7 MB
 79%[=======================================           ] 191.0/242.7 MB
 79%[=======================================           ] 191.0/242.7 MB
 79%[=======================================           ] 191.0/242.7 MB
 79%[=======================================           ] 191.0/242.7 MB
 79%[=======================================           ] 191.0/242.7 MB
 79%[=======================================           ] 191.0/242.7 MB
 79%[=======================================           ] 191.0/242.7 MB
 79%[=======================================           ] 191.1/242.7 MB
 79%[=======================================           ] 191.1/242.7 MB
 79%[=======================================           ] 191.1/242.7 MB
 79%[=======================================           ] 191.1/242.7 MB
 79%[=======================================           ] 191.1/242.7 MB
 79%[=======================================           ] 191.1/242.7 MB
 79%[=======================================           ] 191.1/242.7 MB
 79%[=======================================           ] 191.1/242.7 MB
 79%[=======================================           ] 191.1/242.7 MB
 79%[=======================================           ] 191.1/242.7 MB
 79%[=======================================           ] 191.1/242.7 MB
 79%[=======================================           ] 191.1/242.7 MB
 79%[=======================================           ] 191.1/242.7 MB
 79%[=======================================           ] 191.2/242.7 MB
 79%[=======================================           ] 191.2/242.7 MB
 79%[=======================================           ] 191.2/242.7 MB
 79%[=======================================           ] 191.2/242.7 MB
 79%[=======================================           ] 191.2/242.7 MB
 79%[=======================================           ] 191.2/242.7 MB
 79%[=======================================           ] 191.2/242.7 MB
 79%[=======================================           ] 191.2/242.7 MB
 79%[=======================================           ] 191.2/242.7 MB
 79%[=======================================           ] 191.2/242.7 MB
 79%[=======================================           ] 191.2/242.7 MB
 79%[=======================================           ] 191.2/242.7 MB
 79%[=======================================           ] 191.2/242.7 MB
 79%[=======================================           ] 191.3/242.7 MB
 79%[=======================================           ] 191.3/242.7 MB
 79%[=======================================           ] 191.3/242.7 MB
 79%[=======================================           ] 191.3/242.7 MB
 79%[=======================================           ] 191.3/242.7 MB
 79%[=======================================           ] 191.3/242.7 MB
 79%[=======================================           ] 191.3/242.7 MB
 79%[=======================================           ] 191.3/242.7 MB
 79%[=======================================           ] 191.3/242.7 MB
 79%[=======================================           ] 191.3/242.7 MB
 79%[=======================================           ] 191.3/242.7 MB
 79%[=======================================           ] 191.3/242.7 MB
 79%[=======================================           ] 191.4/242.7 MB
 79%[=======================================           ] 191.4/242.7 MB
 79%[=======================================           ] 191.4/242.7 MB
 79%[=======================================           ] 191.4/242.7 MB
 79%[=======================================           ] 191.4/242.7 MB
 79%[=======================================           ] 191.4/242.7 MB
 79%[=======================================           ] 191.4/242.7 MB
 79%[=======================================           ] 191.4/242.7 MB
 79%[=======================================           ] 191.4/242.7 MB
 79%[=======================================           ] 191.4/242.7 MB
 79%[=======================================           ] 191.4/242.7 MB
 79%[=======================================           ] 191.4/242.7 MB
 79%[=======================================           ] 191.4/242.7 MB
 79%[=======================================           ] 191.5/242.7 MB
 79%[=======================================           ] 191.5/242.7 MB
 79%[=======================================           ] 191.5/242.7 MB
 79%[=======================================           ] 191.5/242.7 MB
 79%[=======================================           ] 191.5/242.7 MB
 79%[=======================================           ] 191.5/242.7 MB
 79%[=======================================           ] 191.5/242.7 MB
 79%[=======================================           ] 191.5/242.7 MB
 79%[=======================================           ] 191.5/242.7 MB
 79%[=======================================           ] 191.5/242.7 MB
 79%[=======================================           ] 191.5/242.7 MB
 79%[=======================================           ] 191.5/242.7 MB
 79%[=======================================           ] 191.5/242.7 MB
 79%[=======================================           ] 191.6/242.7 MB
 79%[=======================================           ] 191.6/242.7 MB
 79%[=======================================           ] 191.6/242.7 MB
 79%[=======================================           ] 191.6/242.7 MB
 79%[=======================================           ] 191.6/242.7 MB
 79%[=======================================           ] 191.6/242.7 MB
 79%[=======================================           ] 191.6/242.7 MB
 79%[=======================================           ] 191.6/242.7 MB
 79%[=======================================           ] 191.6/242.7 MB
 79%[=======================================           ] 191.6/242.7 MB
 79%[=======================================           ] 191.6/242.7 MB
 79%[=======================================           ] 191.6/242.7 MB
 79%[=======================================           ] 191.6/242.7 MB
 79%[=======================================           ] 191.7/242.7 MB
 79%[=======================================           ] 191.7/242.7 MB
 79%[=======================================           ] 191.7/242.7 MB
 79%[=======================================           ] 191.7/242.7 MB
 79%[=======================================           ] 191.7/242.7 MB
 79%[=======================================           ] 191.7/242.7 MB
 79%[=======================================           ] 191.7/242.7 MB
 79%[=======================================           ] 191.7/242.7 MB
 79%[=======================================           ] 191.7/242.7 MB
 79%[=======================================           ] 191.7/242.7 MB
 79%[=======================================           ] 191.7/242.7 MB
 79%[=======================================           ] 191.7/242.7 MB
 79%[=======================================           ] 191.8/242.7 MB
 79%[=======================================           ] 191.8/242.7 MB
 79%[=======================================           ] 191.8/242.7 MB
 79%[=======================================           ] 191.8/242.7 MB
 79%[=======================================           ] 191.8/242.7 MB
 79%[=======================================           ] 191.8/242.7 MB
 79%[=======================================           ] 191.8/242.7 MB
 79%[=======================================           ] 191.8/242.7 MB
 79%[=======================================           ] 191.8/242.7 MB
 79%[=======================================           ] 191.8/242.7 MB
 79%[=======================================           ] 191.8/242.7 MB
 79%[=======================================           ] 191.8/242.7 MB
 79%[=======================================           ] 191.8/242.7 MB
 79%[=======================================           ] 191.9/242.7 MB
 79%[=======================================           ] 191.9/242.7 MB
 79%[=======================================           ] 191.9/242.7 MB
 79%[=======================================           ] 191.9/242.7 MB
 79%[=======================================           ] 191.9/242.7 MB
 79%[=======================================           ] 191.9/242.7 MB
 79%[=======================================           ] 191.9/242.7 MB
 79%[=======================================           ] 191.9/242.7 MB
 79%[=======================================           ] 191.9/242.7 MB
 79%[=======================================           ] 191.9/242.7 MB
 79%[=======================================           ] 191.9/242.7 MB
 79%[=======================================           ] 191.9/242.7 MB
 79%[=======================================           ] 191.9/242.7 MB
 79%[=======================================           ] 192.0/242.7 MB
 79%[=======================================           ] 192.0/242.7 MB
 79%[=======================================           ] 192.0/242.7 MB
 79%[=======================================           ] 192.0/242.7 MB
 79%[=======================================           ] 192.0/242.7 MB
 79%[=======================================           ] 192.0/242.7 MB
 79%[=======================================           ] 192.0/242.7 MB
 79%[=======================================           ] 192.0/242.7 MB
 79%[=======================================           ] 192.0/242.7 MB
 79%[=======================================           ] 192.0/242.7 MB
 79%[=======================================           ] 192.0/242.7 MB
 79%[=======================================           ] 192.0/242.7 MB
 79%[=======================================           ] 192.0/242.7 MB
 79%[=======================================           ] 192.1/242.7 MB
 79%[=======================================           ] 192.1/242.7 MB
 79%[=======================================           ] 192.1/242.7 MB
 79%[=======================================           ] 192.1/242.7 MB
 79%[=======================================           ] 192.1/242.7 MB
 79%[=======================================           ] 192.1/242.7 MB
 79%[=======================================           ] 192.1/242.7 MB
 79%[=======================================           ] 192.1/242.7 MB
 79%[=======================================           ] 192.1/242.7 MB
 79%[=======================================           ] 192.1/242.7 MB
 79%[=======================================           ] 192.1/242.7 MB
 79%[=======================================           ] 192.1/242.7 MB
 79%[=======================================           ] 192.1/242.7 MB
 79%[=======================================           ] 192.2/242.7 MB
 79%[=======================================           ] 192.2/242.7 MB
 79%[=======================================           ] 192.2/242.7 MB
 79%[=======================================           ] 192.2/242.7 MB
 79%[=======================================           ] 192.2/242.7 MB
 79%[=======================================           ] 192.2/242.7 MB
 79%[=======================================           ] 192.2/242.7 MB
 79%[=======================================           ] 192.2/242.7 MB
 79%[=======================================           ] 192.2/242.7 MB
 79%[=======================================           ] 192.2/242.7 MB
 79%[=======================================           ] 192.2/242.7 MB
 79%[=======================================           ] 192.2/242.7 MB
 79%[=======================================           ] 192.2/242.7 MB
 79%[=======================================           ] 192.3/242.7 MB
 79%[=======================================           ] 192.3/242.7 MB
 79%[=======================================           ] 192.3/242.7 MB
 79%[=======================================           ] 192.3/242.7 MB
 79%[=======================================           ] 192.3/242.7 MB
 79%[=======================================           ] 192.3/242.7 MB
 79%[=======================================           ] 192.3/242.7 MB
 79%[=======================================           ] 192.3/242.7 MB
 79%[=======================================           ] 192.3/242.7 MB
 79%[=======================================           ] 192.3/242.7 MB
 79%[=======================================           ] 192.3/242.7 MB
 79%[=======================================           ] 192.3/242.7 MB
 79%[=======================================           ] 192.4/242.7 MB
 79%[=======================================           ] 192.4/242.7 MB
 79%[=======================================           ] 192.4/242.7 MB
 79%[=======================================           ] 192.4/242.7 MB
 79%[=======================================           ] 192.4/242.7 MB
 79%[=======================================           ] 192.4/242.7 MB
 79%[=======================================           ] 192.4/242.7 MB
 79%[=======================================           ] 192.4/242.7 MB
 79%[=======================================           ] 192.4/242.7 MB
 79%[=======================================           ] 192.4/242.7 MB
 79%[=======================================           ] 192.4/242.7 MB
 79%[=======================================           ] 192.4/242.7 MB
 79%[=======================================           ] 192.4/242.7 MB
 79%[=======================================           ] 192.5/242.7 MB
 79%[=======================================           ] 192.5/242.7 MB
 79%[=======================================           ] 192.5/242.7 MB
 79%[=======================================           ] 192.5/242.7 MB
 79%[=======================================           ] 192.5/242.7 MB
 79%[=======================================           ] 192.5/242.7 MB
 79%[=======================================           ] 192.5/242.7 MB
 79%[=======================================           ] 192.5/242.7 MB
 79%[=======================================           ] 192.5/242.7 MB
 79%[=======================================           ] 192.5/242.7 MB
 79%[=======================================           ] 192.5/242.7 MB
 79%[=======================================           ] 192.5/242.7 MB
 79%[=======================================           ] 192.5/242.7 MB
 79%[=======================================           ] 192.6/242.7 MB
 79%[=======================================           ] 192.6/242.7 MB
 79%[=======================================           ] 192.6/242.7 MB
 79%[=======================================           ] 192.6/242.7 MB
 79%[=======================================           ] 192.6/242.7 MB
 79%[=======================================           ] 192.6/242.7 MB
 79%[=======================================           ] 192.6/242.7 MB
 79%[=======================================           ] 192.6/242.7 MB
 79%[=======================================           ] 192.6/242.7 MB
 79%[=======================================           ] 192.6/242.7 MB
 79%[=======================================           ] 192.6/242.7 MB
 79%[=======================================           ] 192.6/242.7 MB
 79%[=======================================           ] 192.6/242.7 MB
 79%[=======================================           ] 192.7/242.7 MB
 79%[=======================================           ] 192.7/242.7 MB
 79%[=======================================           ] 192.7/242.7 MB
 79%[=======================================           ] 192.7/242.7 MB
 79%[=======================================           ] 192.7/242.7 MB
 79%[=======================================           ] 192.7/242.7 MB
 79%[=======================================           ] 192.7/242.7 MB
 79%[=======================================           ] 192.7/242.7 MB
 79%[=======================================           ] 192.7/242.7 MB
 79%[=======================================           ] 192.7/242.7 MB
 79%[=======================================           ] 192.7/242.7 MB
 79%[=======================================           ] 192.7/242.7 MB
 79%[=======================================           ] 192.8/242.7 MB
 79%[=======================================           ] 192.8/242.7 MB
 79%[=======================================           ] 192.8/242.7 MB
 79%[=======================================           ] 192.8/242.7 MB
 79%[=======================================           ] 192.8/242.7 MB
 79%[=======================================           ] 192.8/242.7 MB
 79%[=======================================           ] 192.8/242.7 MB
 79%[=======================================           ] 192.8/242.7 MB
 79%[=======================================           ] 192.8/242.7 MB
 79%[=======================================           ] 192.8/242.7 MB
 79%[=======================================           ] 192.8/242.7 MB
 79%[=======================================           ] 192.8/242.7 MB
 79%[=======================================           ] 192.8/242.7 MB
 79%[=======================================           ] 192.9/242.7 MB
 79%[=======================================           ] 192.9/242.7 MB
 79%[=======================================           ] 192.9/242.7 MB
 79%[=======================================           ] 192.9/242.7 MB
 79%[=======================================           ] 192.9/242.7 MB
 79%[=======================================           ] 192.9/242.7 MB
 79%[=======================================           ] 192.9/242.7 MB
 79%[=======================================           ] 192.9/242.7 MB
 79%[=======================================           ] 192.9/242.7 MB
 79%[=======================================           ] 192.9/242.7 MB
 79%[=======================================           ] 192.9/242.7 MB
 80%[=======================================           ] 192.9/242.7 MB
 80%[=======================================           ] 192.9/242.7 MB
 80%[=======================================           ] 193.0/242.7 MB
 80%[=======================================           ] 193.0/242.7 MB
 80%[=======================================           ] 193.0/242.7 MB
 80%[=======================================           ] 193.0/242.7 MB
 80%[=======================================           ] 193.0/242.7 MB
 80%[=======================================           ] 193.0/242.7 MB
 80%[=======================================           ] 193.0/242.7 MB
 80%[=======================================           ] 193.0/242.7 MB
 80%[=======================================           ] 193.0/242.7 MB
 80%[=======================================           ] 193.0/242.7 MB
 80%[=======================================           ] 193.0/242.7 MB
 80%[=======================================           ] 193.0/242.7 MB
 80%[=======================================           ] 193.0/242.7 MB
 80%[=======================================           ] 193.1/242.7 MB
 80%[=======================================           ] 193.1/242.7 MB
 80%[=======================================           ] 193.1/242.7 MB
 80%[=======================================           ] 193.1/242.7 MB
 80%[=======================================           ] 193.1/242.7 MB
 80%[=======================================           ] 193.1/242.7 MB
 80%[=======================================           ] 193.1/242.7 MB
 80%[=======================================           ] 193.1/242.7 MB
 80%[=======================================           ] 193.1/242.7 MB
 80%[=======================================           ] 193.1/242.7 MB
 80%[=======================================           ] 193.1/242.7 MB
 80%[=======================================           ] 193.1/242.7 MB
 80%[=======================================           ] 193.1/242.7 MB
 80%[=======================================           ] 193.2/242.7 MB
 80%[=======================================           ] 193.2/242.7 MB
 80%[=======================================           ] 193.2/242.7 MB
 80%[=======================================           ] 193.2/242.7 MB
 80%[=======================================           ] 193.2/242.7 MB
 80%[=======================================           ] 193.2/242.7 MB
 80%[=======================================           ] 193.2/242.7 MB
 80%[=======================================           ] 193.2/242.7 MB
 80%[=======================================           ] 193.2/242.7 MB
 80%[=======================================           ] 193.2/242.7 MB
 80%[=======================================           ] 193.2/242.7 MB
 80%[=======================================           ] 193.2/242.7 MB
 80%[=======================================           ] 193.2/242.7 MB
 80%[=======================================           ] 193.3/242.7 MB
 80%[=======================================           ] 193.3/242.7 MB
 80%[=======================================           ] 193.3/242.7 MB
 80%[=======================================           ] 193.3/242.7 MB
 80%[=======================================           ] 193.3/242.7 MB
 80%[=======================================           ] 193.3/242.7 MB
 80%[=======================================           ] 193.3/242.7 MB
 80%[=======================================           ] 193.3/242.7 MB
 80%[=======================================           ] 193.3/242.7 MB
 80%[=======================================           ] 193.3/242.7 MB
 80%[=======================================           ] 193.3/242.7 MB
 80%[=======================================           ] 193.3/242.7 MB
 80%[=======================================           ] 193.4/242.7 MB
 80%[=======================================           ] 193.4/242.7 MB
 80%[=======================================           ] 193.4/242.7 MB
 80%[=======================================           ] 193.4/242.7 MB
 80%[=======================================           ] 193.4/242.7 MB
 80%[=======================================           ] 193.4/242.7 MB
 80%[=======================================           ] 193.4/242.7 MB
 80%[=======================================           ] 193.4/242.7 MB
 80%[=======================================           ] 193.4/242.7 MB
 80%[=======================================           ] 193.4/242.7 MB
 80%[=======================================           ] 193.4/242.7 MB
 80%[=======================================           ] 193.4/242.7 MB
 80%[=======================================           ] 193.4/242.7 MB
 80%[=======================================           ] 193.5/242.7 MB
 80%[=======================================           ] 193.5/242.7 MB
 80%[=======================================           ] 193.5/242.7 MB
 80%[=======================================           ] 193.5/242.7 MB
 80%[=======================================           ] 193.5/242.7 MB
 80%[=======================================           ] 193.5/242.7 MB
 80%[=======================================           ] 193.5/242.7 MB
 80%[=======================================           ] 193.5/242.7 MB
 80%[=======================================           ] 193.5/242.7 MB
 80%[=======================================           ] 193.5/242.7 MB
 80%[=======================================           ] 193.5/242.7 MB
 80%[=======================================           ] 193.5/242.7 MB
 80%[=======================================           ] 193.5/242.7 MB
 80%[=======================================           ] 193.6/242.7 MB
 80%[=======================================           ] 193.6/242.7 MB
 80%[=======================================           ] 193.6/242.7 MB
 80%[=======================================           ] 193.6/242.7 MB
 80%[=======================================           ] 193.6/242.7 MB
 80%[=======================================           ] 193.6/242.7 MB
 80%[=======================================           ] 193.6/242.7 MB
 80%[=======================================           ] 193.6/242.7 MB
 80%[=======================================           ] 193.6/242.7 MB
 80%[=======================================           ] 193.6/242.7 MB
 80%[=======================================           ] 193.6/242.7 MB
 80%[=======================================           ] 193.6/242.7 MB
 80%[=======================================           ] 193.6/242.7 MB
 80%[=======================================           ] 193.7/242.7 MB
 80%[=======================================           ] 193.7/242.7 MB
 80%[=======================================           ] 193.7/242.7 MB
 80%[=======================================           ] 193.7/242.7 MB
 80%[=======================================           ] 193.7/242.7 MB
 80%[=======================================           ] 193.7/242.7 MB
 80%[=======================================           ] 193.7/242.7 MB
 80%[=======================================           ] 193.7/242.7 MB
 80%[=======================================           ] 193.7/242.7 MB
 80%[=======================================           ] 193.7/242.7 MB
 80%[=======================================           ] 193.7/242.7 MB
 80%[=======================================           ] 193.7/242.7 MB
 80%[=======================================           ] 193.8/242.7 MB
 80%[=======================================           ] 193.8/242.7 MB
 80%[=======================================           ] 193.8/242.7 MB
 80%[=======================================           ] 193.8/242.7 MB
 80%[=======================================           ] 193.8/242.7 MB
 80%[=======================================           ] 193.8/242.7 MB
 80%[=======================================           ] 193.8/242.7 MB
 80%[=======================================           ] 193.8/242.7 MB
 80%[=======================================           ] 193.8/242.7 MB
 80%[=======================================           ] 193.8/242.7 MB
 80%[=======================================           ] 193.8/242.7 MB
 80%[=======================================           ] 193.8/242.7 MB
 80%[=======================================           ] 193.8/242.7 MB
 80%[=======================================           ] 193.9/242.7 MB
 80%[=======================================           ] 193.9/242.7 MB
 80%[=======================================           ] 193.9/242.7 MB
 80%[=======================================           ] 193.9/242.7 MB
 80%[=======================================           ] 193.9/242.7 MB
 80%[=======================================           ] 193.9/242.7 MB
 80%[=======================================           ] 193.9/242.7 MB
 80%[=======================================           ] 193.9/242.7 MB
 80%[=======================================           ] 193.9/242.7 MB
 80%[=======================================           ] 193.9/242.7 MB
 80%[=======================================           ] 193.9/242.7 MB
 80%[=======================================           ] 193.9/242.7 MB
 80%[=======================================           ] 193.9/242.7 MB
 80%[=======================================           ] 194.0/242.7 MB
 80%[=======================================           ] 194.0/242.7 MB
 80%[=======================================           ] 194.0/242.7 MB
 80%[=======================================           ] 194.0/242.7 MB
 80%[=======================================           ] 194.0/242.7 MB
 80%[=======================================           ] 194.0/242.7 MB
 80%[=======================================           ] 194.0/242.7 MB
 80%[=======================================           ] 194.0/242.7 MB
 80%[=======================================           ] 194.0/242.7 MB
 80%[=======================================           ] 194.0/242.7 MB
 80%[=======================================           ] 194.0/242.7 MB
 80%[=======================================           ] 194.0/242.7 MB
 80%[=======================================           ] 194.0/242.7 MB
 80%[=======================================           ] 194.1/242.7 MB
 80%[=======================================           ] 194.1/242.7 MB
 80%[=======================================           ] 194.1/242.7 MB
 80%[=======================================           ] 194.1/242.7 MB
 80%[=======================================           ] 194.1/242.7 MB
 80%[=======================================           ] 194.1/242.7 MB
 80%[=======================================           ] 194.1/242.7 MB
 80%[=======================================           ] 194.1/242.7 MB
 80%[=======================================           ] 194.1/242.7 MB
 80%[=======================================           ] 194.1/242.7 MB
 80%[=======================================           ] 194.1/242.7 MB
 80%[=======================================           ] 194.1/242.7 MB
 80%[========================================          ] 194.1/242.7 MB
 80%[========================================          ] 194.2/242.7 MB
 80%[========================================          ] 194.2/242.7 MB
 80%[========================================          ] 194.2/242.7 MB
 80%[========================================          ] 194.2/242.7 MB
 80%[========================================          ] 194.2/242.7 MB
 80%[========================================          ] 194.2/242.7 MB
 80%[========================================          ] 194.2/242.7 MB
 80%[========================================          ] 194.2/242.7 MB
 80%[========================================          ] 194.2/242.7 MB
 80%[========================================          ] 194.2/242.7 MB
 80%[========================================          ] 194.2/242.7 MB
 80%[========================================          ] 194.2/242.7 MB
 80%[========================================          ] 194.2/242.7 MB
 80%[========================================          ] 194.3/242.7 MB
 80%[========================================          ] 194.3/242.7 MB
 80%[========================================          ] 194.3/242.7 MB
 80%[========================================          ] 194.3/242.7 MB
 80%[========================================          ] 194.3/242.7 MB
 80%[========================================          ] 194.3/242.7 MB
 80%[========================================          ] 194.3/242.7 MB
 80%[========================================          ] 194.3/242.7 MB
 80%[========================================          ] 194.3/242.7 MB
 80%[========================================          ] 194.3/242.7 MB
 80%[========================================          ] 194.3/242.7 MB
 80%[========================================          ] 194.3/242.7 MB
 80%[========================================          ] 194.4/242.7 MB
 80%[========================================          ] 194.4/242.7 MB
 80%[========================================          ] 194.4/242.7 MB
 80%[========================================          ] 194.4/242.7 MB
 80%[========================================          ] 194.4/242.7 MB
 80%[========================================          ] 194.4/242.7 MB
 80%[========================================          ] 194.4/242.7 MB
 80%[========================================          ] 194.4/242.7 MB
 80%[========================================          ] 194.4/242.7 MB
 80%[========================================          ] 194.4/242.7 MB
 80%[========================================          ] 194.4/242.7 MB
 80%[========================================          ] 194.4/242.7 MB
 80%[========================================          ] 194.4/242.7 MB
 80%[========================================          ] 194.5/242.7 MB
 80%[========================================          ] 194.5/242.7 MB
 80%[========================================          ] 194.5/242.7 MB
 80%[========================================          ] 194.5/242.7 MB
 80%[========================================          ] 194.5/242.7 MB
 80%[========================================          ] 194.5/242.7 MB
 80%[========================================          ] 194.5/242.7 MB
 80%[========================================          ] 194.5/242.7 MB
 80%[========================================          ] 194.5/242.7 MB
 80%[========================================          ] 194.5/242.7 MB
 80%[========================================          ] 194.5/242.7 MB
 80%[========================================          ] 194.5/242.7 MB
 80%[========================================          ] 194.5/242.7 MB
 80%[========================================          ] 194.6/242.7 MB
 80%[========================================          ] 194.6/242.7 MB
 80%[========================================          ] 194.6/242.7 MB
 80%[========================================          ] 194.6/242.7 MB
 80%[========================================          ] 194.6/242.7 MB
 80%[========================================          ] 194.6/242.7 MB
 80%[========================================          ] 194.6/242.7 MB
 80%[========================================          ] 194.6/242.7 MB
 80%[========================================          ] 194.6/242.7 MB
 80%[========================================          ] 194.6/242.7 MB
 80%[========================================          ] 194.6/242.7 MB
 80%[========================================          ] 194.6/242.7 MB
 80%[========================================          ] 194.6/242.7 MB
 80%[========================================          ] 194.7/242.7 MB
 80%[========================================          ] 194.7/242.7 MB
 80%[========================================          ] 194.7/242.7 MB
 80%[========================================          ] 194.7/242.7 MB
 80%[========================================          ] 194.7/242.7 MB
 80%[========================================          ] 194.7/242.7 MB
 80%[========================================          ] 194.7/242.7 MB
 80%[========================================          ] 194.7/242.7 MB
 80%[========================================          ] 194.7/242.7 MB
 80%[========================================          ] 194.7/242.7 MB
 80%[========================================          ] 194.7/242.7 MB
 80%[========================================          ] 194.7/242.7 MB
 80%[========================================          ] 194.8/242.7 MB
 80%[========================================          ] 194.8/242.7 MB
 80%[========================================          ] 194.8/242.7 MB
 80%[========================================          ] 194.8/242.7 MB
 80%[========================================          ] 194.8/242.7 MB
 80%[========================================          ] 194.8/242.7 MB
 80%[========================================          ] 194.8/242.7 MB
 80%[========================================          ] 194.8/242.7 MB
 80%[========================================          ] 194.8/242.7 MB
 80%[========================================          ] 194.8/242.7 MB
 80%[========================================          ] 194.8/242.7 MB
 80%[========================================          ] 194.8/242.7 MB
 80%[========================================          ] 194.8/242.7 MB
 80%[========================================          ] 194.9/242.7 MB
 80%[========================================          ] 194.9/242.7 MB
 80%[========================================          ] 194.9/242.7 MB
 80%[========================================          ] 194.9/242.7 MB
 80%[========================================          ] 194.9/242.7 MB
 80%[========================================          ] 194.9/242.7 MB
 80%[========================================          ] 194.9/242.7 MB
 80%[========================================          ] 194.9/242.7 MB
 80%[========================================          ] 194.9/242.7 MB
 80%[========================================          ] 194.9/242.7 MB
 80%[========================================          ] 194.9/242.7 MB
 80%[========================================          ] 194.9/242.7 MB
 80%[========================================          ] 194.9/242.7 MB
 80%[========================================          ] 195.0/242.7 MB
 80%[========================================          ] 195.0/242.7 MB
 80%[========================================          ] 195.0/242.7 MB
 80%[========================================          ] 195.0/242.7 MB
 80%[========================================          ] 195.0/242.7 MB
 80%[========================================          ] 195.0/242.7 MB
 80%[========================================          ] 195.0/242.7 MB
 80%[========================================          ] 195.0/242.7 MB
 80%[========================================          ] 195.0/242.7 MB
 80%[========================================          ] 195.0/242.7 MB
 80%[========================================          ] 195.0/242.7 MB
 80%[========================================          ] 195.0/242.7 MB
 80%[========================================          ] 195.0/242.7 MB
 80%[========================================          ] 195.1/242.7 MB
 80%[========================================          ] 195.1/242.7 MB
 80%[========================================          ] 195.1/242.7 MB
 80%[========================================          ] 195.1/242.7 MB
 80%[========================================          ] 195.1/242.7 MB
 80%[========================================          ] 195.1/242.7 MB
 80%[========================================          ] 195.1/242.7 MB
 80%[========================================          ] 195.1/242.7 MB
 80%[========================================          ] 195.1/242.7 MB
 80%[========================================          ] 195.1/242.7 MB
 80%[========================================          ] 195.1/242.7 MB
 80%[========================================          ] 195.1/242.7 MB
 80%[========================================          ] 195.1/242.7 MB
 80%[========================================          ] 195.2/242.7 MB
 80%[========================================          ] 195.2/242.7 MB
 80%[========================================          ] 195.2/242.7 MB
 80%[========================================          ] 195.2/242.7 MB
 80%[========================================          ] 195.2/242.7 MB
 80%[========================================          ] 195.2/242.7 MB
 80%[========================================          ] 195.2/242.7 MB
 80%[========================================          ] 195.2/242.7 MB
 80%[========================================          ] 195.2/242.7 MB
 80%[========================================          ] 195.2/242.7 MB
 80%[========================================          ] 195.2/242.7 MB
 80%[========================================          ] 195.2/242.7 MB
 80%[========================================          ] 195.2/242.7 MB
 80%[========================================          ] 195.3/242.7 MB
 80%[========================================          ] 195.3/242.7 MB
 80%[========================================          ] 195.3/242.7 MB
 80%[========================================          ] 195.3/242.7 MB
 80%[========================================          ] 195.3/242.7 MB
 80%[========================================          ] 195.3/242.7 MB
 80%[========================================          ] 195.3/242.7 MB
 80%[========================================          ] 195.3/242.7 MB
 80%[========================================          ] 195.3/242.7 MB
 80%[========================================          ] 195.3/242.7 MB
 80%[========================================          ] 195.3/242.7 MB
 80%[========================================          ] 195.3/242.7 MB
 80%[========================================          ] 195.4/242.7 MB
 81%[========================================          ] 195.4/242.7 MB
 81%[========================================          ] 195.4/242.7 MB
 81%[========================================          ] 195.4/242.7 MB
 81%[========================================          ] 195.4/242.7 MB
 81%[========================================          ] 195.4/242.7 MB
 81%[========================================          ] 195.4/242.7 MB
 81%[========================================          ] 195.4/242.7 MB
 81%[========================================          ] 195.4/242.7 MB
 81%[========================================          ] 195.4/242.7 MB
 81%[========================================          ] 195.4/242.7 MB
 81%[========================================          ] 195.4/242.7 MB
 81%[========================================          ] 195.4/242.7 MB
 81%[========================================          ] 195.5/242.7 MB
 81%[========================================          ] 195.5/242.7 MB
 81%[========================================          ] 195.5/242.7 MB
 81%[========================================          ] 195.5/242.7 MB
 81%[========================================          ] 195.5/242.7 MB
 81%[========================================          ] 195.5/242.7 MB
 81%[========================================          ] 195.5/242.7 MB
 81%[========================================          ] 195.5/242.7 MB
 81%[========================================          ] 195.5/242.7 MB
 81%[========================================          ] 195.5/242.7 MB
 81%[========================================          ] 195.5/242.7 MB
 81%[========================================          ] 195.5/242.7 MB
 81%[========================================          ] 195.5/242.7 MB
 81%[========================================          ] 195.6/242.7 MB
 81%[========================================          ] 195.6/242.7 MB
 81%[========================================          ] 195.6/242.7 MB
 81%[========================================          ] 195.6/242.7 MB
 81%[========================================          ] 195.6/242.7 MB
 81%[========================================          ] 195.6/242.7 MB
 81%[========================================          ] 195.6/242.7 MB
 81%[========================================          ] 195.6/242.7 MB
 81%[========================================          ] 195.6/242.7 MB
 81%[========================================          ] 195.6/242.7 MB
 81%[========================================          ] 195.6/242.7 MB
 81%[========================================          ] 195.6/242.7 MB
 81%[========================================          ] 195.6/242.7 MB
 81%[========================================          ] 195.7/242.7 MB
 81%[========================================          ] 195.7/242.7 MB
 81%[========================================          ] 195.7/242.7 MB
 81%[========================================          ] 195.7/242.7 MB
 81%[========================================          ] 195.7/242.7 MB
 81%[========================================          ] 195.7/242.7 MB
 81%[========================================          ] 195.7/242.7 MB
 81%[========================================          ] 195.7/242.7 MB
 81%[========================================          ] 195.7/242.7 MB
 81%[========================================          ] 195.7/242.7 MB
 81%[========================================          ] 195.7/242.7 MB
 81%[========================================          ] 195.7/242.7 MB
 81%[========================================          ] 195.8/242.7 MB
 81%[========================================          ] 195.8/242.7 MB
 81%[========================================          ] 195.8/242.7 MB
 81%[========================================          ] 195.8/242.7 MB
 81%[========================================          ] 195.8/242.7 MB
 81%[========================================          ] 195.8/242.7 MB
 81%[========================================          ] 195.8/242.7 MB
 81%[========================================          ] 195.8/242.7 MB
 81%[========================================          ] 195.8/242.7 MB
 81%[========================================          ] 195.8/242.7 MB
 81%[========================================          ] 195.8/242.7 MB
 81%[========================================          ] 195.8/242.7 MB
 81%[========================================          ] 195.8/242.7 MB
 81%[========================================          ] 195.9/242.7 MB
 81%[========================================          ] 195.9/242.7 MB
 81%[========================================          ] 195.9/242.7 MB
 81%[========================================          ] 195.9/242.7 MB
 81%[========================================          ] 195.9/242.7 MB
 81%[========================================          ] 195.9/242.7 MB
 81%[========================================          ] 195.9/242.7 MB
 81%[========================================          ] 195.9/242.7 MB
 81%[========================================          ] 195.9/242.7 MB
 81%[========================================          ] 195.9/242.7 MB
 81%[========================================          ] 195.9/242.7 MB
 81%[========================================          ] 195.9/242.7 MB
 81%[========================================          ] 195.9/242.7 MB
 81%[========================================          ] 196.0/242.7 MB
 81%[========================================          ] 196.0/242.7 MB
 81%[========================================          ] 196.0/242.7 MB
 81%[========================================          ] 196.0/242.7 MB
 81%[========================================          ] 196.0/242.7 MB
 81%[========================================          ] 196.0/242.7 MB
 81%[========================================          ] 196.0/242.7 MB
 81%[========================================          ] 196.0/242.7 MB
 81%[========================================          ] 196.0/242.7 MB
 81%[========================================          ] 196.0/242.7 MB
 81%[========================================          ] 196.0/242.7 MB
 81%[========================================          ] 196.0/242.7 MB
 81%[========================================          ] 196.0/242.7 MB
 81%[========================================          ] 196.1/242.7 MB
 81%[========================================          ] 196.1/242.7 MB
 81%[========================================          ] 196.1/242.7 MB
 81%[========================================          ] 196.1/242.7 MB
 81%[========================================          ] 196.1/242.7 MB
 81%[========================================          ] 196.1/242.7 MB
 81%[========================================          ] 196.1/242.7 MB
 81%[========================================          ] 196.1/242.7 MB
 81%[========================================          ] 196.1/242.7 MB
 81%[========================================          ] 196.1/242.7 MB
 81%[========================================          ] 196.1/242.7 MB
 81%[========================================          ] 196.1/242.7 MB
 81%[========================================          ] 196.1/242.7 MB
 81%[========================================          ] 196.2/242.7 MB
 81%[========================================          ] 196.2/242.7 MB
 81%[========================================          ] 196.2/242.7 MB
 81%[========================================          ] 196.2/242.7 MB
 81%[========================================          ] 196.2/242.7 MB
 81%[========================================          ] 196.2/242.7 MB
 81%[========================================          ] 196.2/242.7 MB
 81%[========================================          ] 196.2/242.7 MB
 81%[========================================          ] 196.2/242.7 MB
 81%[========================================          ] 196.2/242.7 MB
 81%[========================================          ] 196.2/242.7 MB
 81%[========================================          ] 196.2/242.7 MB
 81%[========================================          ] 196.2/242.7 MB
 81%[========================================          ] 196.3/242.7 MB
 81%[========================================          ] 196.3/242.7 MB
 81%[========================================          ] 196.3/242.7 MB
 81%[========================================          ] 196.3/242.7 MB
 81%[========================================          ] 196.3/242.7 MB
 81%[========================================          ] 196.3/242.7 MB
 81%[========================================          ] 196.3/242.7 MB
 81%[========================================          ] 196.3/242.7 MB
 81%[========================================          ] 196.3/242.7 MB
 81%[========================================          ] 196.3/242.7 MB
 81%[========================================          ] 196.3/242.7 MB
 81%[========================================          ] 196.3/242.7 MB
 81%[========================================          ] 196.4/242.7 MB
 81%[========================================          ] 196.4/242.7 MB
 81%[========================================          ] 196.4/242.7 MB
 81%[========================================          ] 196.4/242.7 MB
 81%[========================================          ] 196.4/242.7 MB
 81%[========================================          ] 196.4/242.7 MB
 81%[========================================          ] 196.4/242.7 MB
 81%[========================================          ] 196.4/242.7 MB
 81%[========================================          ] 196.4/242.7 MB
 81%[========================================          ] 196.4/242.7 MB
 81%[========================================          ] 196.4/242.7 MB
 81%[========================================          ] 196.4/242.7 MB
 81%[========================================          ] 196.4/242.7 MB
 81%[========================================          ] 196.5/242.7 MB
 81%[========================================          ] 196.5/242.7 MB
 81%[========================================          ] 196.5/242.7 MB
 81%[========================================          ] 196.5/242.7 MB
 81%[========================================          ] 196.5/242.7 MB
 81%[========================================          ] 196.5/242.7 MB
 81%[========================================          ] 196.5/242.7 MB
 81%[========================================          ] 196.5/242.7 MB
 81%[========================================          ] 196.5/242.7 MB
 81%[========================================          ] 196.5/242.7 MB
 81%[========================================          ] 196.5/242.7 MB
 81%[========================================          ] 196.5/242.7 MB
 81%[========================================          ] 196.5/242.7 MB
 81%[========================================          ] 196.6/242.7 MB
 81%[========================================          ] 196.6/242.7 MB
 81%[========================================          ] 196.6/242.7 MB
 81%[========================================          ] 196.6/242.7 MB
 81%[========================================          ] 196.6/242.7 MB
 81%[========================================          ] 196.6/242.7 MB
 81%[========================================          ] 196.6/242.7 MB
 81%[========================================          ] 196.6/242.7 MB
 81%[========================================          ] 196.6/242.7 MB
 81%[========================================          ] 196.6/242.7 MB
 81%[========================================          ] 196.6/242.7 MB
 81%[========================================          ] 196.6/242.7 MB
 81%[========================================          ] 196.6/242.7 MB
 81%[========================================          ] 196.7/242.7 MB
 81%[========================================          ] 196.7/242.7 MB
 81%[========================================          ] 196.7/242.7 MB
 81%[========================================          ] 196.7/242.7 MB
 81%[========================================          ] 196.7/242.7 MB
 81%[========================================          ] 196.7/242.7 MB
 81%[========================================          ] 196.7/242.7 MB
 81%[========================================          ] 196.7/242.7 MB
 81%[========================================          ] 196.7/242.7 MB
 81%[========================================          ] 196.7/242.7 MB
 81%[========================================          ] 196.7/242.7 MB
 81%[========================================          ] 196.7/242.7 MB
 81%[========================================          ] 196.8/242.7 MB
 81%[========================================          ] 196.8/242.7 MB
 81%[========================================          ] 196.8/242.7 MB
 81%[========================================          ] 196.8/242.7 MB
 81%[========================================          ] 196.8/242.7 MB
 81%[========================================          ] 196.8/242.7 MB
 81%[========================================          ] 196.8/242.7 MB
 81%[========================================          ] 196.8/242.7 MB
 81%[========================================          ] 196.8/242.7 MB
 81%[========================================          ] 196.8/242.7 MB
 81%[========================================          ] 196.8/242.7 MB
 81%[========================================          ] 196.8/242.7 MB
 81%[========================================          ] 196.8/242.7 MB
 81%[========================================          ] 196.9/242.7 MB
 81%[========================================          ] 196.9/242.7 MB
 81%[========================================          ] 196.9/242.7 MB
 81%[========================================          ] 196.9/242.7 MB
 81%[========================================          ] 196.9/242.7 MB
 81%[========================================          ] 196.9/242.7 MB
 81%[========================================          ] 196.9/242.7 MB
 81%[========================================          ] 196.9/242.7 MB
 81%[========================================          ] 196.9/242.7 MB
 81%[========================================          ] 196.9/242.7 MB
 81%[========================================          ] 196.9/242.7 MB
 81%[========================================          ] 196.9/242.7 MB
 81%[========================================          ] 196.9/242.7 MB
 81%[========================================          ] 197.0/242.7 MB
 81%[========================================          ] 197.0/242.7 MB
 81%[========================================          ] 197.0/242.7 MB
 81%[========================================          ] 197.0/242.7 MB
 81%[========================================          ] 197.0/242.7 MB
 81%[========================================          ] 197.0/242.7 MB
 81%[========================================          ] 197.0/242.7 MB
 81%[========================================          ] 197.0/242.7 MB
 81%[========================================          ] 197.0/242.7 MB
 81%[========================================          ] 197.0/242.7 MB
 81%[========================================          ] 197.0/242.7 MB
 81%[========================================          ] 197.0/242.7 MB
 81%[========================================          ] 197.0/242.7 MB
 81%[========================================          ] 197.1/242.7 MB
 81%[========================================          ] 197.1/242.7 MB
 81%[========================================          ] 197.1/242.7 MB
 81%[========================================          ] 197.1/242.7 MB
 81%[========================================          ] 197.1/242.7 MB
 81%[========================================          ] 197.1/242.7 MB
 81%[========================================          ] 197.1/242.7 MB
 81%[========================================          ] 197.1/242.7 MB
 81%[========================================          ] 197.1/242.7 MB
 81%[========================================          ] 197.1/242.7 MB
 81%[========================================          ] 197.1/242.7 MB
 81%[========================================          ] 197.1/242.7 MB
 81%[========================================          ] 197.1/242.7 MB
 81%[========================================          ] 197.2/242.7 MB
 81%[========================================          ] 197.2/242.7 MB
 81%[========================================          ] 197.2/242.7 MB
 81%[========================================          ] 197.2/242.7 MB
 81%[========================================          ] 197.2/242.7 MB
 81%[========================================          ] 197.2/242.7 MB
 81%[========================================          ] 197.2/242.7 MB
 81%[========================================          ] 197.2/242.7 MB
 81%[========================================          ] 197.2/242.7 MB
 81%[========================================          ] 197.2/242.7 MB
 81%[========================================          ] 197.2/242.7 MB
 81%[========================================          ] 197.2/242.7 MB
 81%[========================================          ] 197.2/242.7 MB
 81%[========================================          ] 197.3/242.7 MB
 81%[========================================          ] 197.3/242.7 MB
 81%[========================================          ] 197.3/242.7 MB
 81%[========================================          ] 197.3/242.7 MB
 81%[========================================          ] 197.3/242.7 MB
 81%[========================================          ] 197.3/242.7 MB
 81%[========================================          ] 197.3/242.7 MB
 81%[========================================          ] 197.3/242.7 MB
 81%[========================================          ] 197.3/242.7 MB
 81%[========================================          ] 197.3/242.7 MB
 81%[========================================          ] 197.3/242.7 MB
 81%[========================================          ] 197.3/242.7 MB
 81%[========================================          ] 197.4/242.7 MB
 81%[========================================          ] 197.4/242.7 MB
 81%[========================================          ] 197.4/242.7 MB
 81%[========================================          ] 197.4/242.7 MB
 81%[========================================          ] 197.4/242.7 MB
 81%[========================================          ] 197.4/242.7 MB
 81%[========================================          ] 197.4/242.7 MB
 81%[========================================          ] 197.4/242.7 MB
 81%[========================================          ] 197.4/242.7 MB
 81%[========================================          ] 197.4/242.7 MB
 81%[========================================          ] 197.4/242.7 MB
 81%[========================================          ] 197.4/242.7 MB
 81%[========================================          ] 197.4/242.7 MB
 81%[========================================          ] 197.5/242.7 MB
 81%[========================================          ] 197.5/242.7 MB
 81%[========================================          ] 197.5/242.7 MB
 81%[========================================          ] 197.5/242.7 MB
 81%[========================================          ] 197.5/242.7 MB
 81%[========================================          ] 197.5/242.7 MB
 81%[========================================          ] 197.5/242.7 MB
 81%[========================================          ] 197.5/242.7 MB
 81%[========================================          ] 197.5/242.7 MB
 81%[========================================          ] 197.5/242.7 MB
 81%[========================================          ] 197.5/242.7 MB
 81%[========================================          ] 197.5/242.7 MB
 81%[========================================          ] 197.5/242.7 MB
 81%[========================================          ] 197.6/242.7 MB
 81%[========================================          ] 197.6/242.7 MB
 81%[========================================          ] 197.6/242.7 MB
 81%[========================================          ] 197.6/242.7 MB
 81%[========================================          ] 197.6/242.7 MB
 81%[========================================          ] 197.6/242.7 MB
 81%[========================================          ] 197.6/242.7 MB
 81%[========================================          ] 197.6/242.7 MB
 81%[========================================          ] 197.6/242.7 MB
 81%[========================================          ] 197.6/242.7 MB
 81%[========================================          ] 197.6/242.7 MB
 81%[========================================          ] 197.6/242.7 MB
 81%[========================================          ] 197.6/242.7 MB
 81%[========================================          ] 197.7/242.7 MB
 81%[========================================          ] 197.7/242.7 MB
 81%[========================================          ] 197.7/242.7 MB
 81%[========================================          ] 197.7/242.7 MB
 81%[========================================          ] 197.7/242.7 MB
 81%[========================================          ] 197.7/242.7 MB
 81%[========================================          ] 197.7/242.7 MB
 81%[========================================          ] 197.7/242.7 MB
 81%[========================================          ] 197.7/242.7 MB
 81%[========================================          ] 197.7/242.7 MB
 81%[========================================          ] 197.7/242.7 MB
 81%[========================================          ] 197.7/242.7 MB
 81%[========================================          ] 197.8/242.7 MB
 81%[========================================          ] 197.8/242.7 MB
 81%[========================================          ] 197.8/242.7 MB
 81%[========================================          ] 197.8/242.7 MB
 81%[========================================          ] 197.8/242.7 MB
 82%[========================================          ] 197.8/242.7 MB
 82%[========================================          ] 197.8/242.7 MB
 82%[========================================          ] 197.8/242.7 MB
 82%[========================================          ] 197.8/242.7 MB
 82%[========================================          ] 197.8/242.7 MB
 82%[========================================          ] 197.8/242.7 MB
 82%[========================================          ] 197.8/242.7 MB
 82%[========================================          ] 197.8/242.7 MB
 82%[========================================          ] 197.9/242.7 MB
 82%[========================================          ] 197.9/242.7 MB
 82%[========================================          ] 197.9/242.7 MB
 82%[========================================          ] 197.9/242.7 MB
 82%[========================================          ] 197.9/242.7 MB
 82%[========================================          ] 197.9/242.7 MB
 82%[========================================          ] 197.9/242.7 MB
 82%[========================================          ] 197.9/242.7 MB
 82%[========================================          ] 197.9/242.7 MB
 82%[========================================          ] 197.9/242.7 MB
 82%[========================================          ] 197.9/242.7 MB
 82%[========================================          ] 197.9/242.7 MB
 82%[========================================          ] 197.9/242.7 MB
 82%[========================================          ] 198.0/242.7 MB
 82%[========================================          ] 198.0/242.7 MB
 82%[========================================          ] 198.0/242.7 MB
 82%[========================================          ] 198.0/242.7 MB
 82%[========================================          ] 198.0/242.7 MB
 82%[========================================          ] 198.0/242.7 MB
 82%[========================================          ] 198.0/242.7 MB
 82%[========================================          ] 198.0/242.7 MB
 82%[========================================          ] 198.0/242.7 MB
 82%[========================================          ] 198.0/242.7 MB
 82%[========================================          ] 198.0/242.7 MB
 82%[========================================          ] 198.0/242.7 MB
 82%[========================================          ] 198.0/242.7 MB
 82%[========================================          ] 198.1/242.7 MB
 82%[========================================          ] 198.1/242.7 MB
 82%[========================================          ] 198.1/242.7 MB
 82%[========================================          ] 198.1/242.7 MB
 82%[========================================          ] 198.1/242.7 MB
 82%[========================================          ] 198.1/242.7 MB
 82%[========================================          ] 198.1/242.7 MB
 82%[========================================          ] 198.1/242.7 MB
 82%[========================================          ] 198.1/242.7 MB
 82%[========================================          ] 198.1/242.7 MB
 82%[========================================          ] 198.1/242.7 MB
 82%[========================================          ] 198.1/242.7 MB
 82%[========================================          ] 198.1/242.7 MB
 82%[========================================          ] 198.2/242.7 MB
 82%[========================================          ] 198.2/242.7 MB
 82%[========================================          ] 198.2/242.7 MB
 82%[========================================          ] 198.2/242.7 MB
 82%[========================================          ] 198.2/242.7 MB
 82%[========================================          ] 198.2/242.7 MB
 82%[========================================          ] 198.2/242.7 MB
 82%[========================================          ] 198.2/242.7 MB
 82%[========================================          ] 198.2/242.7 MB
 82%[========================================          ] 198.2/242.7 MB
 82%[========================================          ] 198.2/242.7 MB
 82%[========================================          ] 198.2/242.7 MB
 82%[========================================          ] 198.2/242.7 MB
 82%[========================================          ] 198.3/242.7 MB
 82%[========================================          ] 198.3/242.7 MB
 82%[========================================          ] 198.3/242.7 MB
 82%[========================================          ] 198.3/242.7 MB
 82%[========================================          ] 198.3/242.7 MB
 82%[========================================          ] 198.3/242.7 MB
 82%[========================================          ] 198.3/242.7 MB
 82%[========================================          ] 198.3/242.7 MB
 82%[========================================          ] 198.3/242.7 MB
 82%[========================================          ] 198.3/242.7 MB
 82%[========================================          ] 198.3/242.7 MB
 82%[========================================          ] 198.3/242.7 MB
 82%[========================================          ] 198.4/242.7 MB
 82%[========================================          ] 198.4/242.7 MB
 82%[========================================          ] 198.4/242.7 MB
 82%[========================================          ] 198.4/242.7 MB
 82%[========================================          ] 198.4/242.7 MB
 82%[========================================          ] 198.4/242.7 MB
 82%[========================================          ] 198.4/242.7 MB
 82%[========================================          ] 198.4/242.7 MB
 82%[========================================          ] 198.4/242.7 MB
 82%[========================================          ] 198.4/242.7 MB
 82%[========================================          ] 198.4/242.7 MB
 82%[========================================          ] 198.4/242.7 MB
 82%[========================================          ] 198.4/242.7 MB
 82%[========================================          ] 198.5/242.7 MB
 82%[========================================          ] 198.5/242.7 MB
 82%[========================================          ] 198.5/242.7 MB
 82%[========================================          ] 198.5/242.7 MB
 82%[========================================          ] 198.5/242.7 MB
 82%[========================================          ] 198.5/242.7 MB
 82%[========================================          ] 198.5/242.7 MB
 82%[========================================          ] 198.5/242.7 MB
 82%[========================================          ] 198.5/242.7 MB
 82%[========================================          ] 198.5/242.7 MB
 82%[========================================          ] 198.5/242.7 MB
 82%[========================================          ] 198.5/242.7 MB
 82%[========================================          ] 198.5/242.7 MB
 82%[========================================          ] 198.6/242.7 MB
 82%[========================================          ] 198.6/242.7 MB
 82%[========================================          ] 198.6/242.7 MB
 82%[========================================          ] 198.6/242.7 MB
 82%[========================================          ] 198.6/242.7 MB
 82%[========================================          ] 198.6/242.7 MB
 82%[========================================          ] 198.6/242.7 MB
 82%[========================================          ] 198.6/242.7 MB
 82%[========================================          ] 198.6/242.7 MB
 82%[========================================          ] 198.6/242.7 MB
 82%[========================================          ] 198.6/242.7 MB
 82%[========================================          ] 198.6/242.7 MB
 82%[========================================          ] 198.6/242.7 MB
 82%[========================================          ] 198.7/242.7 MB
 82%[========================================          ] 198.7/242.7 MB
 82%[========================================          ] 198.7/242.7 MB
 82%[========================================          ] 198.7/242.7 MB
 82%[========================================          ] 198.7/242.7 MB
 82%[========================================          ] 198.7/242.7 MB
 82%[========================================          ] 198.7/242.7 MB
 82%[========================================          ] 198.7/242.7 MB
 82%[========================================          ] 198.7/242.7 MB
 82%[========================================          ] 198.7/242.7 MB
 82%[========================================          ] 198.7/242.7 MB
 82%[========================================          ] 198.7/242.7 MB
 82%[========================================          ] 198.8/242.7 MB
 82%[========================================          ] 198.8/242.7 MB
 82%[========================================          ] 198.8/242.7 MB
 82%[========================================          ] 198.8/242.7 MB
 82%[========================================          ] 198.8/242.7 MB
 82%[========================================          ] 198.8/242.7 MB
 82%[========================================          ] 198.8/242.7 MB
 82%[========================================          ] 198.8/242.7 MB
 82%[========================================          ] 198.8/242.7 MB
 82%[========================================          ] 198.8/242.7 MB
 82%[========================================          ] 198.8/242.7 MB
 82%[========================================          ] 198.8/242.7 MB
 82%[========================================          ] 198.8/242.7 MB
 82%[========================================          ] 198.9/242.7 MB
 82%[========================================          ] 198.9/242.7 MB
 82%[========================================          ] 198.9/242.7 MB
 82%[========================================          ] 198.9/242.7 MB
 82%[========================================          ] 198.9/242.7 MB
 82%[========================================          ] 198.9/242.7 MB
 82%[========================================          ] 198.9/242.7 MB
 82%[========================================          ] 198.9/242.7 MB
 82%[========================================          ] 198.9/242.7 MB
 82%[========================================          ] 198.9/242.7 MB
 82%[========================================          ] 198.9/242.7 MB
 82%[========================================          ] 198.9/242.7 MB
 82%[========================================          ] 198.9/242.7 MB
 82%[========================================          ] 199.0/242.7 MB
 82%[========================================          ] 199.0/242.7 MB
 82%[========================================          ] 199.0/242.7 MB
 82%[========================================          ] 199.0/242.7 MB
 82%[========================================          ] 199.0/242.7 MB
 82%[========================================          ] 199.0/242.7 MB
 82%[=========================================         ] 199.0/242.7 MB
 82%[=========================================         ] 199.0/242.7 MB
 82%[=========================================         ] 199.0/242.7 MB
 82%[=========================================         ] 199.0/242.7 MB
 82%[=========================================         ] 199.0/242.7 MB
 82%[=========================================         ] 199.0/242.7 MB
 82%[=========================================         ] 199.0/242.7 MB
 82%[=========================================         ] 199.1/242.7 MB
 82%[=========================================         ] 199.1/242.7 MB
 82%[=========================================         ] 199.1/242.7 MB
 82%[=========================================         ] 199.1/242.7 MB
 82%[=========================================         ] 199.1/242.7 MB
 82%[=========================================         ] 199.1/242.7 MB
 82%[=========================================         ] 199.1/242.7 MB
 82%[=========================================         ] 199.1/242.7 MB
 82%[=========================================         ] 199.1/242.7 MB
 82%[=========================================         ] 199.1/242.7 MB
 82%[=========================================         ] 199.1/242.7 MB
 82%[=========================================         ] 199.1/242.7 MB
 82%[=========================================         ] 199.1/242.7 MB
 82%[=========================================         ] 199.2/242.7 MB
 82%[=========================================         ] 199.2/242.7 MB
 82%[=========================================         ] 199.2/242.7 MB
 82%[=========================================         ] 199.2/242.7 MB
 82%[=========================================         ] 199.2/242.7 MB
 82%[=========================================         ] 199.2/242.7 MB
 82%[=========================================         ] 199.2/242.7 MB
 82%[=========================================         ] 199.2/242.7 MB
 82%[=========================================         ] 199.2/242.7 MB
 82%[=========================================         ] 199.2/242.7 MB
 82%[=========================================         ] 199.2/242.7 MB
 82%[=========================================         ] 199.2/242.7 MB
 82%[=========================================         ] 199.2/242.7 MB
 82%[=========================================         ] 199.3/242.7 MB
 82%[=========================================         ] 199.3/242.7 MB
 82%[=========================================         ] 199.3/242.7 MB
 82%[=========================================         ] 199.3/242.7 MB
 82%[=========================================         ] 199.3/242.7 MB
 82%[=========================================         ] 199.3/242.7 MB
 82%[=========================================         ] 199.3/242.7 MB
 82%[=========================================         ] 199.3/242.7 MB
 82%[=========================================         ] 199.3/242.7 MB
 82%[=========================================         ] 199.3/242.7 MB
 82%[=========================================         ] 199.3/242.7 MB
 82%[=========================================         ] 199.3/242.7 MB
 82%[=========================================         ] 199.4/242.7 MB
 82%[=========================================         ] 199.4/242.7 MB
 82%[=========================================         ] 199.4/242.7 MB
 82%[=========================================         ] 199.4/242.7 MB
 82%[=========================================         ] 199.4/242.7 MB
 82%[=========================================         ] 199.4/242.7 MB
 82%[=========================================         ] 199.4/242.7 MB
 82%[=========================================         ] 199.4/242.7 MB
 82%[=========================================         ] 199.4/242.7 MB
 82%[=========================================         ] 199.4/242.7 MB
 82%[=========================================         ] 199.4/242.7 MB
 82%[=========================================         ] 199.4/242.7 MB
 82%[=========================================         ] 199.4/242.7 MB
 82%[=========================================         ] 199.5/242.7 MB
 82%[=========================================         ] 199.5/242.7 MB
 82%[=========================================         ] 199.5/242.7 MB
 82%[=========================================         ] 199.5/242.7 MB
 82%[=========================================         ] 199.5/242.7 MB
 82%[=========================================         ] 199.5/242.7 MB
 82%[=========================================         ] 199.5/242.7 MB
 82%[=========================================         ] 199.5/242.7 MB
 82%[=========================================         ] 199.5/242.7 MB
 82%[=========================================         ] 199.5/242.7 MB
 82%[=========================================         ] 199.5/242.7 MB
 82%[=========================================         ] 199.5/242.7 MB
 82%[=========================================         ] 199.5/242.7 MB
 82%[=========================================         ] 199.6/242.7 MB
 82%[=========================================         ] 199.6/242.7 MB
 82%[=========================================         ] 199.6/242.7 MB
 82%[=========================================         ] 199.6/242.7 MB
 82%[=========================================         ] 199.6/242.7 MB
 82%[=========================================         ] 199.6/242.7 MB
 82%[=========================================         ] 199.6/242.7 MB
 82%[=========================================         ] 199.6/242.7 MB
 82%[=========================================         ] 199.6/242.7 MB
 82%[=========================================         ] 199.6/242.7 MB
 82%[=========================================         ] 199.6/242.7 MB
 82%[=========================================         ] 199.6/242.7 MB
 82%[=========================================         ] 199.6/242.7 MB
 82%[=========================================         ] 199.7/242.7 MB
 82%[=========================================         ] 199.7/242.7 MB
 82%[=========================================         ] 199.7/242.7 MB
 82%[=========================================         ] 199.7/242.7 MB
 82%[=========================================         ] 199.7/242.7 MB
 82%[=========================================         ] 199.7/242.7 MB
 82%[=========================================         ] 199.7/242.7 MB
 82%[=========================================         ] 199.7/242.7 MB
 82%[=========================================         ] 199.7/242.7 MB
 82%[=========================================         ] 199.7/242.7 MB
 82%[=========================================         ] 199.7/242.7 MB
 82%[=========================================         ] 199.7/242.7 MB
 82%[=========================================         ] 199.8/242.7 MB
 82%[=========================================         ] 199.8/242.7 MB
 82%[=========================================         ] 199.8/242.7 MB
 82%[=========================================         ] 199.8/242.7 MB
 82%[=========================================         ] 199.8/242.7 MB
 82%[=========================================         ] 199.8/242.7 MB
 82%[=========================================         ] 199.8/242.7 MB
 82%[=========================================         ] 199.8/242.7 MB
 82%[=========================================         ] 199.8/242.7 MB
 82%[=========================================         ] 199.8/242.7 MB
 82%[=========================================         ] 199.8/242.7 MB
 82%[=========================================         ] 199.8/242.7 MB
 82%[=========================================         ] 199.8/242.7 MB
 82%[=========================================         ] 199.9/242.7 MB
 82%[=========================================         ] 199.9/242.7 MB
 82%[=========================================         ] 199.9/242.7 MB
 82%[=========================================         ] 199.9/242.7 MB
 82%[=========================================         ] 199.9/242.7 MB
 82%[=========================================         ] 199.9/242.7 MB
 82%[=========================================         ] 199.9/242.7 MB
 82%[=========================================         ] 199.9/242.7 MB
 82%[=========================================         ] 199.9/242.7 MB
 82%[=========================================         ] 199.9/242.7 MB
 82%[=========================================         ] 199.9/242.7 MB
 82%[=========================================         ] 199.9/242.7 MB
 82%[=========================================         ] 199.9/242.7 MB
 82%[=========================================         ] 200.0/242.7 MB
 82%[=========================================         ] 200.0/242.7 MB
 82%[=========================================         ] 200.0/242.7 MB
 82%[=========================================         ] 200.0/242.7 MB
 82%[=========================================         ] 200.0/242.7 MB
 82%[=========================================         ] 200.0/242.7 MB
 82%[=========================================         ] 200.0/242.7 MB
 82%[=========================================         ] 200.0/242.7 MB
 82%[=========================================         ] 200.0/242.7 MB
 82%[=========================================         ] 200.0/242.7 MB
 82%[=========================================         ] 200.0/242.7 MB
 82%[=========================================         ] 200.0/242.7 MB
 82%[=========================================         ] 200.0/242.7 MB
 82%[=========================================         ] 200.1/242.7 MB
 82%[=========================================         ] 200.1/242.7 MB
 82%[=========================================         ] 200.1/242.7 MB
 82%[=========================================         ] 200.1/242.7 MB
 82%[=========================================         ] 200.1/242.7 MB
 82%[=========================================         ] 200.1/242.7 MB
 82%[=========================================         ] 200.1/242.7 MB
 82%[=========================================         ] 200.1/242.7 MB
 82%[=========================================         ] 200.1/242.7 MB
 82%[=========================================         ] 200.1/242.7 MB
 82%[=========================================         ] 200.1/242.7 MB
 82%[=========================================         ] 200.1/242.7 MB
 82%[=========================================         ] 200.1/242.7 MB
 82%[=========================================         ] 200.2/242.7 MB
 82%[=========================================         ] 200.2/242.7 MB
 82%[=========================================         ] 200.2/242.7 MB
 82%[=========================================         ] 200.2/242.7 MB
 82%[=========================================         ] 200.2/242.7 MB
 82%[=========================================         ] 200.2/242.7 MB
 82%[=========================================         ] 200.2/242.7 MB
 83%[=========================================         ] 200.2/242.7 MB
 83%[=========================================         ] 200.2/242.7 MB
 83%[=========================================         ] 200.2/242.7 MB
 83%[=========================================         ] 200.2/242.7 MB
 83%[=========================================         ] 200.2/242.7 MB
 83%[=========================================         ] 200.2/242.7 MB
 83%[=========================================         ] 200.3/242.7 MB
 83%[=========================================         ] 200.3/242.7 MB
 83%[=========================================         ] 200.3/242.7 MB
 83%[=========================================         ] 200.3/242.7 MB
 83%[=========================================         ] 200.3/242.7 MB
 83%[=========================================         ] 200.3/242.7 MB
 83%[=========================================         ] 200.3/242.7 MB
 83%[=========================================         ] 200.3/242.7 MB
 83%[=========================================         ] 200.3/242.7 MB
 83%[=========================================         ] 200.3/242.7 MB
 83%[=========================================         ] 200.3/242.7 MB
 83%[=========================================         ] 200.3/242.7 MB
 83%[=========================================         ] 200.4/242.7 MB
 83%[=========================================         ] 200.4/242.7 MB
 83%[=========================================         ] 200.4/242.7 MB
 83%[=========================================         ] 200.4/242.7 MB
 83%[=========================================         ] 200.4/242.7 MB
 83%[=========================================         ] 200.4/242.7 MB
 83%[=========================================         ] 200.4/242.7 MB
 83%[=========================================         ] 200.4/242.7 MB
 83%[=========================================         ] 200.4/242.7 MB
 83%[=========================================         ] 200.4/242.7 MB
 83%[=========================================         ] 200.4/242.7 MB
 83%[=========================================         ] 200.4/242.7 MB
 83%[=========================================         ] 200.4/242.7 MB
 83%[=========================================         ] 200.5/242.7 MB
 83%[=========================================         ] 200.5/242.7 MB
 83%[=========================================         ] 200.5/242.7 MB
 83%[=========================================         ] 200.5/242.7 MB
 83%[=========================================         ] 200.5/242.7 MB
 83%[=========================================         ] 200.5/242.7 MB
 83%[=========================================         ] 200.5/242.7 MB
 83%[=========================================         ] 200.5/242.7 MB
 83%[=========================================         ] 200.5/242.7 MB
 83%[=========================================         ] 200.5/242.7 MB
 83%[=========================================         ] 200.5/242.7 MB
 83%[=========================================         ] 200.5/242.7 MB
 83%[=========================================         ] 200.5/242.7 MB
 83%[=========================================         ] 200.6/242.7 MB
 83%[=========================================         ] 200.6/242.7 MB
 83%[=========================================         ] 200.6/242.7 MB
 83%[=========================================         ] 200.6/242.7 MB
 83%[=========================================         ] 200.6/242.7 MB
 83%[=========================================         ] 200.6/242.7 MB
 83%[=========================================         ] 200.6/242.7 MB
 83%[=========================================         ] 200.6/242.7 MB
 83%[=========================================         ] 200.6/242.7 MB
 83%[=========================================         ] 200.6/242.7 MB
 83%[=========================================         ] 200.6/242.7 MB
 83%[=========================================         ] 200.6/242.7 MB
 83%[=========================================         ] 200.6/242.7 MB
 83%[=========================================         ] 200.7/242.7 MB
 83%[=========================================         ] 200.7/242.7 MB
 83%[=========================================         ] 200.7/242.7 MB
 83%[=========================================         ] 200.7/242.7 MB
 83%[=========================================         ] 200.7/242.7 MB
 83%[=========================================         ] 200.7/242.7 MB
 83%[=========================================         ] 200.7/242.7 MB
 83%[=========================================         ] 200.7/242.7 MB
 83%[=========================================         ] 200.7/242.7 MB
 83%[=========================================         ] 200.7/242.7 MB
 83%[=========================================         ] 200.7/242.7 MB
 83%[=========================================         ] 200.7/242.7 MB
 83%[=========================================         ] 200.8/242.7 MB
 83%[=========================================         ] 200.8/242.7 MB
 83%[=========================================         ] 200.8/242.7 MB
 83%[=========================================         ] 200.8/242.7 MB
 83%[=========================================         ] 200.8/242.7 MB
 83%[=========================================         ] 200.8/242.7 MB
 83%[=========================================         ] 200.8/242.7 MB
 83%[=========================================         ] 200.8/242.7 MB
 83%[=========================================         ] 200.8/242.7 MB
 83%[=========================================         ] 200.8/242.7 MB
 83%[=========================================         ] 200.8/242.7 MB
 83%[=========================================         ] 200.8/242.7 MB
 83%[=========================================         ] 200.8/242.7 MB
 83%[=========================================         ] 200.9/242.7 MB
 83%[=========================================         ] 200.9/242.7 MB
 83%[=========================================         ] 200.9/242.7 MB
 83%[=========================================         ] 200.9/242.7 MB
 83%[=========================================         ] 200.9/242.7 MB
 83%[=========================================         ] 200.9/242.7 MB
 83%[=========================================         ] 200.9/242.7 MB
 83%[=========================================         ] 200.9/242.7 MB
 83%[=========================================         ] 200.9/242.7 MB
 83%[=========================================         ] 200.9/242.7 MB
 83%[=========================================         ] 200.9/242.7 MB
 83%[=========================================         ] 200.9/242.7 MB
 83%[=========================================         ] 200.9/242.7 MB
 83%[=========================================         ] 201.0/242.7 MB
 83%[=========================================         ] 201.0/242.7 MB
 83%[=========================================         ] 201.0/242.7 MB
 83%[=========================================         ] 201.0/242.7 MB
 83%[=========================================         ] 201.0/242.7 MB
 83%[=========================================         ] 201.0/242.7 MB
 83%[=========================================         ] 201.0/242.7 MB
 83%[=========================================         ] 201.0/242.7 MB
 83%[=========================================         ] 201.0/242.7 MB
 83%[=========================================         ] 201.0/242.7 MB
 83%[=========================================         ] 201.0/242.7 MB
 83%[=========================================         ] 201.0/242.7 MB
 83%[=========================================         ] 201.0/242.7 MB
 83%[=========================================         ] 201.1/242.7 MB
 83%[=========================================         ] 201.1/242.7 MB
 83%[=========================================         ] 201.1/242.7 MB
 83%[=========================================         ] 201.1/242.7 MB
 83%[=========================================         ] 201.1/242.7 MB
 83%[=========================================         ] 201.1/242.7 MB
 83%[=========================================         ] 201.1/242.7 MB
 83%[=========================================         ] 201.1/242.7 MB
 83%[=========================================         ] 201.1/242.7 MB
 83%[=========================================         ] 201.1/242.7 MB
 83%[=========================================         ] 201.1/242.7 MB
 83%[=========================================         ] 201.1/242.7 MB
 83%[=========================================         ] 201.1/242.7 MB
 83%[=========================================         ] 201.2/242.7 MB
 83%[=========================================         ] 201.2/242.7 MB
 83%[=========================================         ] 201.2/242.7 MB
 83%[=========================================         ] 201.2/242.7 MB
 83%[=========================================         ] 201.2/242.7 MB
 83%[=========================================         ] 201.2/242.7 MB
 83%[=========================================         ] 201.2/242.7 MB
 83%[=========================================         ] 201.2/242.7 MB
 83%[=========================================         ] 201.2/242.7 MB
 83%[=========================================         ] 201.2/242.7 MB
 83%[=========================================         ] 201.2/242.7 MB
 83%[=========================================         ] 201.2/242.7 MB
 83%[=========================================         ] 201.2/242.7 MB
 83%[=========================================         ] 201.3/242.7 MB
 83%[=========================================         ] 201.3/242.7 MB
 83%[=========================================         ] 201.3/242.7 MB
 83%[=========================================         ] 201.3/242.7 MB
 83%[=========================================         ] 201.3/242.7 MB
 83%[=========================================         ] 201.3/242.7 MB
 83%[=========================================         ] 201.3/242.7 MB
 83%[=========================================         ] 201.3/242.7 MB
 83%[=========================================         ] 201.3/242.7 MB
 83%[=========================================         ] 201.3/242.7 MB
 83%[=========================================         ] 201.3/242.7 MB
 83%[=========================================         ] 201.3/242.7 MB
 83%[=========================================         ] 201.4/242.7 MB
 83%[=========================================         ] 201.4/242.7 MB
 83%[=========================================         ] 201.4/242.7 MB
 83%[=========================================         ] 201.4/242.7 MB
 83%[=========================================         ] 201.4/242.7 MB
 83%[=========================================         ] 201.4/242.7 MB
 83%[=========================================         ] 201.4/242.7 MB
 83%[=========================================         ] 201.4/242.7 MB
 83%[=========================================         ] 201.4/242.7 MB
 83%[=========================================         ] 201.4/242.7 MB
 83%[=========================================         ] 201.4/242.7 MB
 83%[=========================================         ] 201.4/242.7 MB
 83%[=========================================         ] 201.4/242.7 MB
 83%[=========================================         ] 201.5/242.7 MB
 83%[=========================================         ] 201.5/242.7 MB
 83%[=========================================         ] 201.5/242.7 MB
 83%[=========================================         ] 201.5/242.7 MB
 83%[=========================================         ] 201.5/242.7 MB
 83%[=========================================         ] 201.5/242.7 MB
 83%[=========================================         ] 201.5/242.7 MB
 83%[=========================================         ] 201.5/242.7 MB
 83%[=========================================         ] 201.5/242.7 MB
 83%[=========================================         ] 201.5/242.7 MB
 83%[=========================================         ] 201.5/242.7 MB
 83%[=========================================         ] 201.5/242.7 MB
 83%[=========================================         ] 201.5/242.7 MB
 83%[=========================================         ] 201.6/242.7 MB
 83%[=========================================         ] 201.6/242.7 MB
 83%[=========================================         ] 201.6/242.7 MB
 83%[=========================================         ] 201.6/242.7 MB
 83%[=========================================         ] 201.6/242.7 MB
 83%[=========================================         ] 201.6/242.7 MB
 83%[=========================================         ] 201.6/242.7 MB
 83%[=========================================         ] 201.6/242.7 MB
 83%[=========================================         ] 201.6/242.7 MB
 83%[=========================================         ] 201.6/242.7 MB
 83%[=========================================         ] 201.6/242.7 MB
 83%[=========================================         ] 201.6/242.7 MB
 83%[=========================================         ] 201.6/242.7 MB
 83%[=========================================         ] 201.7/242.7 MB
 83%[=========================================         ] 201.7/242.7 MB
 83%[=========================================         ] 201.7/242.7 MB
 83%[=========================================         ] 201.7/242.7 MB
 83%[=========================================         ] 201.7/242.7 MB
 83%[=========================================         ] 201.7/242.7 MB
 83%[=========================================         ] 201.7/242.7 MB
 83%[=========================================         ] 201.7/242.7 MB
 83%[=========================================         ] 201.7/242.7 MB
 83%[=========================================         ] 201.7/242.7 MB
 83%[=========================================         ] 201.7/242.7 MB
 83%[=========================================         ] 201.7/242.7 MB
 83%[=========================================         ] 201.8/242.7 MB
 83%[=========================================         ] 201.8/242.7 MB
 83%[=========================================         ] 201.8/242.7 MB
 83%[=========================================         ] 201.8/242.7 MB
 83%[=========================================         ] 201.8/242.7 MB
 83%[=========================================         ] 201.8/242.7 MB
 83%[=========================================         ] 201.8/242.7 MB
 83%[=========================================         ] 201.8/242.7 MB
 83%[=========================================         ] 201.8/242.7 MB
 83%[=========================================         ] 201.8/242.7 MB
 83%[=========================================         ] 201.8/242.7 MB
 83%[=========================================         ] 201.8/242.7 MB
 83%[=========================================         ] 201.8/242.7 MB
 83%[=========================================         ] 201.9/242.7 MB
 83%[=========================================         ] 201.9/242.7 MB
 83%[=========================================         ] 201.9/242.7 MB
 83%[=========================================         ] 201.9/242.7 MB
 83%[=========================================         ] 201.9/242.7 MB
 83%[=========================================         ] 201.9/242.7 MB
 83%[=========================================         ] 201.9/242.7 MB
 83%[=========================================         ] 201.9/242.7 MB
 83%[=========================================         ] 201.9/242.7 MB
 83%[=========================================         ] 201.9/242.7 MB
 83%[=========================================         ] 201.9/242.7 MB
 83%[=========================================         ] 201.9/242.7 MB
 83%[=========================================         ] 201.9/242.7 MB
 83%[=========================================         ] 202.0/242.7 MB
 83%[=========================================         ] 202.0/242.7 MB
 83%[=========================================         ] 202.0/242.7 MB
 83%[=========================================         ] 202.0/242.7 MB
 83%[=========================================         ] 202.0/242.7 MB
 83%[=========================================         ] 202.0/242.7 MB
 83%[=========================================         ] 202.0/242.7 MB
 83%[=========================================         ] 202.0/242.7 MB
 83%[=========================================         ] 202.0/242.7 MB
 83%[=========================================         ] 202.0/242.7 MB
 83%[=========================================         ] 202.0/242.7 MB
 83%[=========================================         ] 202.0/242.7 MB
 83%[=========================================         ] 202.0/242.7 MB
 83%[=========================================         ] 202.1/242.7 MB
 83%[=========================================         ] 202.1/242.7 MB
 83%[=========================================         ] 202.1/242.7 MB
 83%[=========================================         ] 202.1/242.7 MB
 83%[=========================================         ] 202.1/242.7 MB
 83%[=========================================         ] 202.1/242.7 MB
 83%[=========================================         ] 202.1/242.7 MB
 83%[=========================================         ] 202.1/242.7 MB
 83%[=========================================         ] 202.1/242.7 MB
 83%[=========================================         ] 202.1/242.7 MB
 83%[=========================================         ] 202.1/242.7 MB
 83%[=========================================         ] 202.1/242.7 MB
 83%[=========================================         ] 202.1/242.7 MB
 83%[=========================================         ] 202.2/242.7 MB
 83%[=========================================         ] 202.2/242.7 MB
 83%[=========================================         ] 202.2/242.7 MB
 83%[=========================================         ] 202.2/242.7 MB
 83%[=========================================         ] 202.2/242.7 MB
 83%[=========================================         ] 202.2/242.7 MB
 83%[=========================================         ] 202.2/242.7 MB
 83%[=========================================         ] 202.2/242.7 MB
 83%[=========================================         ] 202.2/242.7 MB
 83%[=========================================         ] 202.2/242.7 MB
 83%[=========================================         ] 202.2/242.7 MB
 83%[=========================================         ] 202.2/242.7 MB
 83%[=========================================         ] 202.2/242.7 MB
 83%[=========================================         ] 202.3/242.7 MB
 83%[=========================================         ] 202.3/242.7 MB
 83%[=========================================         ] 202.3/242.7 MB
 83%[=========================================         ] 202.3/242.7 MB
 83%[=========================================         ] 202.3/242.7 MB
 83%[=========================================         ] 202.3/242.7 MB
 83%[=========================================         ] 202.3/242.7 MB
 83%[=========================================         ] 202.3/242.7 MB
 83%[=========================================         ] 202.3/242.7 MB
 83%[=========================================         ] 202.3/242.7 MB
 83%[=========================================         ] 202.3/242.7 MB
 83%[=========================================         ] 202.3/242.7 MB
 83%[=========================================         ] 202.4/242.7 MB
 83%[=========================================         ] 202.4/242.7 MB
 83%[=========================================         ] 202.4/242.7 MB
 83%[=========================================         ] 202.4/242.7 MB
 83%[=========================================         ] 202.4/242.7 MB
 83%[=========================================         ] 202.4/242.7 MB
 83%[=========================================         ] 202.4/242.7 MB
 83%[=========================================         ] 202.4/242.7 MB
 83%[=========================================         ] 202.4/242.7 MB
 83%[=========================================         ] 202.4/242.7 MB
 83%[=========================================         ] 202.4/242.7 MB
 83%[=========================================         ] 202.4/242.7 MB
 83%[=========================================         ] 202.4/242.7 MB
 83%[=========================================         ] 202.5/242.7 MB
 83%[=========================================         ] 202.5/242.7 MB
 83%[=========================================         ] 202.5/242.7 MB
 83%[=========================================         ] 202.5/242.7 MB
 83%[=========================================         ] 202.5/242.7 MB
 83%[=========================================         ] 202.5/242.7 MB
 83%[=========================================         ] 202.5/242.7 MB
 83%[=========================================         ] 202.5/242.7 MB
 83%[=========================================         ] 202.5/242.7 MB
 83%[=========================================         ] 202.5/242.7 MB
 83%[=========================================         ] 202.5/242.7 MB
 83%[=========================================         ] 202.5/242.7 MB
 83%[=========================================         ] 202.5/242.7 MB
 83%[=========================================         ] 202.6/242.7 MB
 83%[=========================================         ] 202.6/242.7 MB
 83%[=========================================         ] 202.6/242.7 MB
 83%[=========================================         ] 202.6/242.7 MB
 83%[=========================================         ] 202.6/242.7 MB
 83%[=========================================         ] 202.6/242.7 MB
 83%[=========================================         ] 202.6/242.7 MB
 83%[=========================================         ] 202.6/242.7 MB
 83%[=========================================         ] 202.6/242.7 MB
 83%[=========================================         ] 202.6/242.7 MB
 83%[=========================================         ] 202.6/242.7 MB
 84%[=========================================         ] 202.6/242.7 MB
 84%[=========================================         ] 202.6/242.7 MB
 84%[=========================================         ] 202.7/242.7 MB
 84%[=========================================         ] 202.7/242.7 MB
 84%[=========================================         ] 202.7/242.7 MB
 84%[=========================================         ] 202.7/242.7 MB
 84%[=========================================         ] 202.7/242.7 MB
 84%[=========================================         ] 202.7/242.7 MB
 84%[=========================================         ] 202.7/242.7 MB
 84%[=========================================         ] 202.7/242.7 MB
 84%[=========================================         ] 202.7/242.7 MB
 84%[=========================================         ] 202.7/242.7 MB
 84%[=========================================         ] 202.7/242.7 MB
 84%[=========================================         ] 202.7/242.7 MB
 84%[=========================================         ] 202.8/242.7 MB
 84%[=========================================         ] 202.8/242.7 MB
 84%[=========================================         ] 202.8/242.7 MB
 84%[=========================================         ] 202.8/242.7 MB
 84%[=========================================         ] 202.8/242.7 MB
 84%[=========================================         ] 202.8/242.7 MB
 84%[=========================================         ] 202.8/242.7 MB
 84%[=========================================         ] 202.8/242.7 MB
 84%[=========================================         ] 202.8/242.7 MB
 84%[=========================================         ] 202.8/242.7 MB
 84%[=========================================         ] 202.8/242.7 MB
 84%[=========================================         ] 202.8/242.7 MB
 84%[=========================================         ] 202.8/242.7 MB
 84%[=========================================         ] 202.9/242.7 MB
 84%[=========================================         ] 202.9/242.7 MB
 84%[=========================================         ] 202.9/242.7 MB
 84%[=========================================         ] 202.9/242.7 MB
 84%[=========================================         ] 202.9/242.7 MB
 84%[=========================================         ] 202.9/242.7 MB
 84%[=========================================         ] 202.9/242.7 MB
 84%[=========================================         ] 202.9/242.7 MB
 84%[=========================================         ] 202.9/242.7 MB
 84%[=========================================         ] 202.9/242.7 MB
 84%[=========================================         ] 202.9/242.7 MB
 84%[=========================================         ] 202.9/242.7 MB
 84%[=========================================         ] 202.9/242.7 MB
 84%[=========================================         ] 203.0/242.7 MB
 84%[=========================================         ] 203.0/242.7 MB
 84%[=========================================         ] 203.0/242.7 MB
 84%[=========================================         ] 203.0/242.7 MB
 84%[=========================================         ] 203.0/242.7 MB
 84%[=========================================         ] 203.0/242.7 MB
 84%[=========================================         ] 203.0/242.7 MB
 84%[=========================================         ] 203.0/242.7 MB
 84%[=========================================         ] 203.0/242.7 MB
 84%[=========================================         ] 203.0/242.7 MB
 84%[=========================================         ] 203.0/242.7 MB
 84%[=========================================         ] 203.0/242.7 MB
 84%[=========================================         ] 203.0/242.7 MB
 84%[=========================================         ] 203.1/242.7 MB
 84%[=========================================         ] 203.1/242.7 MB
 84%[=========================================         ] 203.1/242.7 MB
 84%[=========================================         ] 203.1/242.7 MB
 84%[=========================================         ] 203.1/242.7 MB
 84%[=========================================         ] 203.1/242.7 MB
 84%[=========================================         ] 203.1/242.7 MB
 84%[=========================================         ] 203.1/242.7 MB
 84%[=========================================         ] 203.1/242.7 MB
 84%[=========================================         ] 203.1/242.7 MB
 84%[=========================================         ] 203.1/242.7 MB
 84%[=========================================         ] 203.1/242.7 MB
 84%[=========================================         ] 203.1/242.7 MB
 84%[=========================================         ] 203.2/242.7 MB
 84%[=========================================         ] 203.2/242.7 MB
 84%[=========================================         ] 203.2/242.7 MB
 84%[=========================================         ] 203.2/242.7 MB
 84%[=========================================         ] 203.2/242.7 MB
 84%[=========================================         ] 203.2/242.7 MB
 84%[=========================================         ] 203.2/242.7 MB
 84%[=========================================         ] 203.2/242.7 MB
 84%[=========================================         ] 203.2/242.7 MB
 84%[=========================================         ] 203.2/242.7 MB
 84%[=========================================         ] 203.2/242.7 MB
 84%[=========================================         ] 203.2/242.7 MB
 84%[=========================================         ] 203.2/242.7 MB
 84%[=========================================         ] 203.3/242.7 MB
 84%[=========================================         ] 203.3/242.7 MB
 84%[=========================================         ] 203.3/242.7 MB
 84%[=========================================         ] 203.3/242.7 MB
 84%[=========================================         ] 203.3/242.7 MB
 84%[=========================================         ] 203.3/242.7 MB
 84%[=========================================         ] 203.3/242.7 MB
 84%[=========================================         ] 203.3/242.7 MB
 84%[=========================================         ] 203.3/242.7 MB
 84%[=========================================         ] 203.3/242.7 MB
 84%[=========================================         ] 203.3/242.7 MB
 84%[=========================================         ] 203.3/242.7 MB
 84%[=========================================         ] 203.4/242.7 MB
 84%[=========================================         ] 203.4/242.7 MB
 84%[=========================================         ] 203.4/242.7 MB
 84%[=========================================         ] 203.4/242.7 MB
 84%[=========================================         ] 203.4/242.7 MB
 84%[=========================================         ] 203.4/242.7 MB
 84%[=========================================         ] 203.4/242.7 MB
 84%[=========================================         ] 203.4/242.7 MB
 84%[=========================================         ] 203.4/242.7 MB
 84%[=========================================         ] 203.4/242.7 MB
 84%[=========================================         ] 203.4/242.7 MB
 84%[=========================================         ] 203.4/242.7 MB
 84%[=========================================         ] 203.4/242.7 MB
 84%[=========================================         ] 203.5/242.7 MB
 84%[=========================================         ] 203.5/242.7 MB
 84%[=========================================         ] 203.5/242.7 MB
 84%[=========================================         ] 203.5/242.7 MB
 84%[=========================================         ] 203.5/242.7 MB
 84%[=========================================         ] 203.5/242.7 MB
 84%[=========================================         ] 203.5/242.7 MB
 84%[=========================================         ] 203.5/242.7 MB
 84%[=========================================         ] 203.5/242.7 MB
 84%[=========================================         ] 203.5/242.7 MB
 84%[=========================================         ] 203.5/242.7 MB
 84%[=========================================         ] 203.5/242.7 MB
 84%[=========================================         ] 203.5/242.7 MB
 84%[=========================================         ] 203.6/242.7 MB
 84%[=========================================         ] 203.6/242.7 MB
 84%[=========================================         ] 203.6/242.7 MB
 84%[=========================================         ] 203.6/242.7 MB
 84%[=========================================         ] 203.6/242.7 MB
 84%[=========================================         ] 203.6/242.7 MB
 84%[=========================================         ] 203.6/242.7 MB
 84%[=========================================         ] 203.6/242.7 MB
 84%[=========================================         ] 203.6/242.7 MB
 84%[=========================================         ] 203.6/242.7 MB
 84%[=========================================         ] 203.6/242.7 MB
 84%[=========================================         ] 203.6/242.7 MB
 84%[=========================================         ] 203.6/242.7 MB
 84%[=========================================         ] 203.7/242.7 MB
 84%[=========================================         ] 203.7/242.7 MB
 84%[=========================================         ] 203.7/242.7 MB
 84%[=========================================         ] 203.7/242.7 MB
 84%[=========================================         ] 203.7/242.7 MB
 84%[=========================================         ] 203.7/242.7 MB
 84%[=========================================         ] 203.7/242.7 MB
 84%[=========================================         ] 203.7/242.7 MB
 84%[=========================================         ] 203.7/242.7 MB
 84%[=========================================         ] 203.7/242.7 MB
 84%[=========================================         ] 203.7/242.7 MB
 84%[=========================================         ] 203.7/242.7 MB
 84%[=========================================         ] 203.8/242.7 MB
 84%[=========================================         ] 203.8/242.7 MB
 84%[=========================================         ] 203.8/242.7 MB
 84%[=========================================         ] 203.8/242.7 MB
 84%[=========================================         ] 203.8/242.7 MB
 84%[=========================================         ] 203.8/242.7 MB
 84%[=========================================         ] 203.8/242.7 MB
 84%[=========================================         ] 203.8/242.7 MB
 84%[=========================================         ] 203.8/242.7 MB
 84%[=========================================         ] 203.8/242.7 MB
 84%[=========================================         ] 203.8/242.7 MB
 84%[=========================================         ] 203.8/242.7 MB
 84%[=========================================         ] 203.8/242.7 MB
 84%[==========================================        ] 203.9/242.7 MB
 84%[==========================================        ] 203.9/242.7 MB
 84%[==========================================        ] 203.9/242.7 MB
 84%[==========================================        ] 203.9/242.7 MB
 84%[==========================================        ] 203.9/242.7 MB
 84%[==========================================        ] 203.9/242.7 MB
 84%[==========================================        ] 203.9/242.7 MB
 84%[==========================================        ] 203.9/242.7 MB
 84%[==========================================        ] 203.9/242.7 MB
 84%[==========================================        ] 203.9/242.7 MB
 84%[==========================================        ] 203.9/242.7 MB
 84%[==========================================        ] 203.9/242.7 MB
 84%[==========================================        ] 203.9/242.7 MB
 84%[==========================================        ] 204.0/242.7 MB
 84%[==========================================        ] 204.0/242.7 MB
 84%[==========================================        ] 204.0/242.7 MB
 84%[==========================================        ] 204.0/242.7 MB
 84%[==========================================        ] 204.0/242.7 MB
 84%[==========================================        ] 204.0/242.7 MB
 84%[==========================================        ] 204.0/242.7 MB
 84%[==========================================        ] 204.0/242.7 MB
 84%[==========================================        ] 204.0/242.7 MB
 84%[==========================================        ] 204.0/242.7 MB
 84%[==========================================        ] 204.0/242.7 MB
 84%[==========================================        ] 204.0/242.7 MB
 84%[==========================================        ] 204.0/242.7 MB
 84%[==========================================        ] 204.1/242.7 MB
 84%[==========================================        ] 204.1/242.7 MB
 84%[==========================================        ] 204.1/242.7 MB
 84%[==========================================        ] 204.1/242.7 MB
 84%[==========================================        ] 204.1/242.7 MB
 84%[==========================================        ] 204.1/242.7 MB
 84%[==========================================        ] 204.1/242.7 MB
 84%[==========================================        ] 204.1/242.7 MB
 84%[==========================================        ] 204.1/242.7 MB
 84%[==========================================        ] 204.1/242.7 MB
 84%[==========================================        ] 204.1/242.7 MB
 84%[==========================================        ] 204.1/242.7 MB
 84%[==========================================        ] 204.1/242.7 MB
 84%[==========================================        ] 204.2/242.7 MB
 84%[==========================================        ] 204.2/242.7 MB
 84%[==========================================        ] 204.2/242.7 MB
 84%[==========================================        ] 204.2/242.7 MB
 84%[==========================================        ] 204.2/242.7 MB
 84%[==========================================        ] 204.2/242.7 MB
 84%[==========================================        ] 204.2/242.7 MB
 84%[==========================================        ] 204.2/242.7 MB
 84%[==========================================        ] 204.2/242.7 MB
 84%[==========================================        ] 204.2/242.7 MB
 84%[==========================================        ] 204.2/242.7 MB
 84%[==========================================        ] 204.2/242.7 MB
 84%[==========================================        ] 204.2/242.7 MB
 84%[==========================================        ] 204.3/242.7 MB
 84%[==========================================        ] 204.3/242.7 MB
 84%[==========================================        ] 204.3/242.7 MB
 84%[==========================================        ] 204.3/242.7 MB
 84%[==========================================        ] 204.3/242.7 MB
 84%[==========================================        ] 204.3/242.7 MB
 84%[==========================================        ] 204.3/242.7 MB
 84%[==========================================        ] 204.3/242.7 MB
 84%[==========================================        ] 204.3/242.7 MB
 84%[==========================================        ] 204.3/242.7 MB
 84%[==========================================        ] 204.3/242.7 MB
 84%[==========================================        ] 204.3/242.7 MB
 84%[==========================================        ] 204.4/242.7 MB
 84%[==========================================        ] 204.4/242.7 MB
 84%[==========================================        ] 204.4/242.7 MB
 84%[==========================================        ] 204.4/242.7 MB
 84%[==========================================        ] 204.4/242.7 MB
 84%[==========================================        ] 204.4/242.7 MB
 84%[==========================================        ] 204.4/242.7 MB
 84%[==========================================        ] 204.4/242.7 MB
 84%[==========================================        ] 204.4/242.7 MB
 84%[==========================================        ] 204.4/242.7 MB
 84%[==========================================        ] 204.4/242.7 MB
 84%[==========================================        ] 204.4/242.7 MB
 84%[==========================================        ] 204.4/242.7 MB
 84%[==========================================        ] 204.5/242.7 MB
 84%[==========================================        ] 204.5/242.7 MB
 84%[==========================================        ] 204.5/242.7 MB
 84%[==========================================        ] 204.5/242.7 MB
 84%[==========================================        ] 204.5/242.7 MB
 84%[==========================================        ] 204.5/242.7 MB
 84%[==========================================        ] 204.5/242.7 MB
 84%[==========================================        ] 204.5/242.7 MB
 84%[==========================================        ] 204.5/242.7 MB
 84%[==========================================        ] 204.5/242.7 MB
 84%[==========================================        ] 204.5/242.7 MB
 84%[==========================================        ] 204.5/242.7 MB
 84%[==========================================        ] 204.5/242.7 MB
 84%[==========================================        ] 204.6/242.7 MB
 84%[==========================================        ] 204.6/242.7 MB
 84%[==========================================        ] 204.6/242.7 MB
 84%[==========================================        ] 204.6/242.7 MB
 84%[==========================================        ] 204.6/242.7 MB
 84%[==========================================        ] 204.6/242.7 MB
 84%[==========================================        ] 204.6/242.7 MB
 84%[==========================================        ] 204.6/242.7 MB
 84%[==========================================        ] 204.6/242.7 MB
 84%[==========================================        ] 204.6/242.7 MB
 84%[==========================================        ] 204.6/242.7 MB
 84%[==========================================        ] 204.6/242.7 MB
 84%[==========================================        ] 204.6/242.7 MB
 84%[==========================================        ] 204.7/242.7 MB
 84%[==========================================        ] 204.7/242.7 MB
 84%[==========================================        ] 204.7/242.7 MB
 84%[==========================================        ] 204.7/242.7 MB
 84%[==========================================        ] 204.7/242.7 MB
 84%[==========================================        ] 204.7/242.7 MB
 84%[==========================================        ] 204.7/242.7 MB
 84%[==========================================        ] 204.7/242.7 MB
 84%[==========================================        ] 204.7/242.7 MB
 84%[==========================================        ] 204.7/242.7 MB
 84%[==========================================        ] 204.7/242.7 MB
 84%[==========================================        ] 204.7/242.7 MB
 84%[==========================================        ] 204.8/242.7 MB
 84%[==========================================        ] 204.8/242.7 MB
 84%[==========================================        ] 204.8/242.7 MB
 84%[==========================================        ] 204.8/242.7 MB
 84%[==========================================        ] 204.8/242.7 MB
 84%[==========================================        ] 204.8/242.7 MB
 84%[==========================================        ] 204.8/242.7 MB
 84%[==========================================        ] 204.8/242.7 MB
 84%[==========================================        ] 204.8/242.7 MB
 84%[==========================================        ] 204.8/242.7 MB
 84%[==========================================        ] 204.8/242.7 MB
 84%[==========================================        ] 204.8/242.7 MB
 84%[==========================================        ] 204.8/242.7 MB
 84%[==========================================        ] 204.9/242.7 MB
 84%[==========================================        ] 204.9/242.7 MB
 84%[==========================================        ] 204.9/242.7 MB
 84%[==========================================        ] 204.9/242.7 MB
 84%[==========================================        ] 204.9/242.7 MB
 84%[==========================================        ] 204.9/242.7 MB
 84%[==========================================        ] 204.9/242.7 MB
 84%[==========================================        ] 204.9/242.7 MB
 84%[==========================================        ] 204.9/242.7 MB
 84%[==========================================        ] 204.9/242.7 MB
 84%[==========================================        ] 204.9/242.7 MB
 84%[==========================================        ] 204.9/242.7 MB
 84%[==========================================        ] 204.9/242.7 MB
 84%[==========================================        ] 205.0/242.7 MB
 84%[==========================================        ] 205.0/242.7 MB
 84%[==========================================        ] 205.0/242.7 MB
 84%[==========================================        ] 205.0/242.7 MB
 84%[==========================================        ] 205.0/242.7 MB
 84%[==========================================        ] 205.0/242.7 MB
 84%[==========================================        ] 205.0/242.7 MB
 84%[==========================================        ] 205.0/242.7 MB
 84%[==========================================        ] 205.0/242.7 MB
 84%[==========================================        ] 205.0/242.7 MB
 84%[==========================================        ] 205.0/242.7 MB
 84%[==========================================        ] 205.0/242.7 MB
 84%[==========================================        ] 205.0/242.7 MB
 84%[==========================================        ] 205.1/242.7 MB
 84%[==========================================        ] 205.1/242.7 MB
 85%[==========================================        ] 205.1/242.7 MB
 85%[==========================================        ] 205.1/242.7 MB
 85%[==========================================        ] 205.1/242.7 MB
 85%[==========================================        ] 205.1/242.7 MB
 85%[==========================================        ] 205.1/242.7 MB
 85%[==========================================        ] 205.1/242.7 MB
 85%[==========================================        ] 205.1/242.7 MB
 85%[==========================================        ] 205.1/242.7 MB
 85%[==========================================        ] 205.1/242.7 MB
 85%[==========================================        ] 205.1/242.7 MB
 85%[==========================================        ] 205.1/242.7 MB
 85%[==========================================        ] 205.2/242.7 MB
 85%[==========================================        ] 205.2/242.7 MB
 85%[==========================================        ] 205.2/242.7 MB
 85%[==========================================        ] 205.2/242.7 MB
 85%[==========================================        ] 205.2/242.7 MB
 85%[==========================================        ] 205.2/242.7 MB
 85%[==========================================        ] 205.2/242.7 MB
 85%[==========================================        ] 205.2/242.7 MB
 85%[==========================================        ] 205.2/242.7 MB
 85%[==========================================        ] 205.2/242.7 MB
 85%[==========================================        ] 205.2/242.7 MB
 85%[==========================================        ] 205.2/242.7 MB
 85%[==========================================        ] 205.2/242.7 MB
 85%[==========================================        ] 205.3/242.7 MB
 85%[==========================================        ] 205.3/242.7 MB
 85%[==========================================        ] 205.3/242.7 MB
 85%[==========================================        ] 205.3/242.7 MB
 85%[==========================================        ] 205.3/242.7 MB
 85%[==========================================        ] 205.3/242.7 MB
 85%[==========================================        ] 205.3/242.7 MB
 85%[==========================================        ] 205.3/242.7 MB
 85%[==========================================        ] 205.3/242.7 MB
 85%[==========================================        ] 205.3/242.7 MB
 85%[==========================================        ] 205.3/242.7 MB
 85%[==========================================        ] 205.3/242.7 MB
 85%[==========================================        ] 205.4/242.7 MB
 85%[==========================================        ] 205.4/242.7 MB
 85%[==========================================        ] 205.4/242.7 MB
 85%[==========================================        ] 205.4/242.7 MB
 85%[==========================================        ] 205.4/242.7 MB
 85%[==========================================        ] 205.4/242.7 MB
 85%[==========================================        ] 205.4/242.7 MB
 85%[==========================================        ] 205.4/242.7 MB
 85%[==========================================        ] 205.4/242.7 MB
 85%[==========================================        ] 205.4/242.7 MB
 85%[==========================================        ] 205.4/242.7 MB
 85%[==========================================        ] 205.4/242.7 MB
 85%[==========================================        ] 205.4/242.7 MB
 85%[==========================================        ] 205.5/242.7 MB
 85%[==========================================        ] 205.5/242.7 MB
 85%[==========================================        ] 205.5/242.7 MB
 85%[==========================================        ] 205.5/242.7 MB
 85%[==========================================        ] 205.5/242.7 MB
 85%[==========================================        ] 205.5/242.7 MB
 85%[==========================================        ] 205.5/242.7 MB
 85%[==========================================        ] 205.5/242.7 MB
 85%[==========================================        ] 205.5/242.7 MB
 85%[==========================================        ] 205.5/242.7 MB
 85%[==========================================        ] 205.5/242.7 MB
 85%[==========================================        ] 205.5/242.7 MB
 85%[==========================================        ] 205.5/242.7 MB
 85%[==========================================        ] 205.6/242.7 MB
 85%[==========================================        ] 205.6/242.7 MB
 85%[==========================================        ] 205.6/242.7 MB
 85%[==========================================        ] 205.6/242.7 MB
 85%[==========================================        ] 205.6/242.7 MB
 85%[==========================================        ] 205.6/242.7 MB
 85%[==========================================        ] 205.6/242.7 MB
 85%[==========================================        ] 205.6/242.7 MB
 85%[==========================================        ] 205.6/242.7 MB
 85%[==========================================        ] 205.6/242.7 MB
 85%[==========================================        ] 205.6/242.7 MB
 85%[==========================================        ] 205.6/242.7 MB
 85%[==========================================        ] 205.6/242.7 MB
 85%[==========================================        ] 205.7/242.7 MB
 85%[==========================================        ] 205.7/242.7 MB
 85%[==========================================        ] 205.7/242.7 MB
 85%[==========================================        ] 205.7/242.7 MB
 85%[==========================================        ] 205.7/242.7 MB
 85%[==========================================        ] 205.7/242.7 MB
 85%[==========================================        ] 205.7/242.7 MB
 85%[==========================================        ] 205.7/242.7 MB
 85%[==========================================        ] 205.7/242.7 MB
 85%[==========================================        ] 205.7/242.7 MB
 85%[==========================================        ] 205.7/242.7 MB
 85%[==========================================        ] 205.7/242.7 MB
 85%[==========================================        ] 205.8/242.7 MB
 85%[==========================================        ] 205.8/242.7 MB
 85%[==========================================        ] 205.8/242.7 MB
 85%[==========================================        ] 205.8/242.7 MB
 85%[==========================================        ] 205.8/242.7 MB
 85%[==========================================        ] 205.8/242.7 MB
 85%[==========================================        ] 205.8/242.7 MB
 85%[==========================================        ] 205.8/242.7 MB
 85%[==========================================        ] 205.8/242.7 MB
 85%[==========================================        ] 205.8/242.7 MB
 85%[==========================================        ] 205.8/242.7 MB
 85%[==========================================        ] 205.8/242.7 MB
 85%[==========================================        ] 205.8/242.7 MB
 85%[==========================================        ] 205.9/242.7 MB
 85%[==========================================        ] 205.9/242.7 MB
 85%[==========================================        ] 205.9/242.7 MB
 85%[==========================================        ] 205.9/242.7 MB
 85%[==========================================        ] 205.9/242.7 MB
 85%[==========================================        ] 205.9/242.7 MB
 85%[==========================================        ] 205.9/242.7 MB
 85%[==========================================        ] 205.9/242.7 MB
 85%[==========================================        ] 205.9/242.7 MB
 85%[==========================================        ] 205.9/242.7 MB
 85%[==========================================        ] 205.9/242.7 MB
 85%[==========================================        ] 205.9/242.7 MB
 85%[==========================================        ] 205.9/242.7 MB
 85%[==========================================        ] 206.0/242.7 MB
 85%[==========================================        ] 206.0/242.7 MB
 85%[==========================================        ] 206.0/242.7 MB
 85%[==========================================        ] 206.0/242.7 MB
 85%[==========================================        ] 206.0/242.7 MB
 85%[==========================================        ] 206.0/242.7 MB
 85%[==========================================        ] 206.0/242.7 MB
 85%[==========================================        ] 206.0/242.7 MB
 85%[==========================================        ] 206.0/242.7 MB
 85%[==========================================        ] 206.0/242.7 MB
 85%[==========================================        ] 206.0/242.7 MB
 85%[==========================================        ] 206.0/242.7 MB
 85%[==========================================        ] 206.0/242.7 MB
 85%[==========================================        ] 206.1/242.7 MB
 85%[==========================================        ] 206.1/242.7 MB
 85%[==========================================        ] 206.1/242.7 MB
 85%[==========================================        ] 206.1/242.7 MB
 85%[==========================================        ] 206.1/242.7 MB
 85%[==========================================        ] 206.1/242.7 MB
 85%[==========================================        ] 206.1/242.7 MB
 85%[==========================================        ] 206.1/242.7 MB
 85%[==========================================        ] 206.1/242.7 MB
 85%[==========================================        ] 206.1/242.7 MB
 85%[==========================================        ] 206.1/242.7 MB
 85%[==========================================        ] 206.1/242.7 MB
 85%[==========================================        ] 206.1/242.7 MB
 85%[==========================================        ] 206.2/242.7 MB
 85%[==========================================        ] 206.2/242.7 MB
 85%[==========================================        ] 206.2/242.7 MB
 85%[==========================================        ] 206.2/242.7 MB
 85%[==========================================        ] 206.2/242.7 MB
 85%[==========================================        ] 206.2/242.7 MB
 85%[==========================================        ] 206.2/242.7 MB
 85%[==========================================        ] 206.2/242.7 MB
 85%[==========================================        ] 206.2/242.7 MB
 85%[==========================================        ] 206.2/242.7 MB
 85%[==========================================        ] 206.2/242.7 MB
 85%[==========================================        ] 206.2/242.7 MB
 85%[==========================================        ] 206.2/242.7 MB
 85%[==========================================        ] 206.3/242.7 MB
 85%[==========================================        ] 206.3/242.7 MB
 85%[==========================================        ] 206.3/242.7 MB
 85%[==========================================        ] 206.3/242.7 MB
 85%[==========================================        ] 206.3/242.7 MB
 85%[==========================================        ] 206.3/242.7 MB
 85%[==========================================        ] 206.3/242.7 MB
 85%[==========================================        ] 206.3/242.7 MB
 85%[==========================================        ] 206.3/242.7 MB
 85%[==========================================        ] 206.3/242.7 MB
 85%[==========================================        ] 206.3/242.7 MB
 85%[==========================================        ] 206.3/242.7 MB
 85%[==========================================        ] 206.4/242.7 MB
 85%[==========================================        ] 206.4/242.7 MB
 85%[==========================================        ] 206.4/242.7 MB
 85%[==========================================        ] 206.4/242.7 MB
 85%[==========================================        ] 206.4/242.7 MB
 85%[==========================================        ] 206.4/242.7 MB
 85%[==========================================        ] 206.4/242.7 MB
 85%[==========================================        ] 206.4/242.7 MB
 85%[==========================================        ] 206.4/242.7 MB
 85%[==========================================        ] 206.4/242.7 MB
 85%[==========================================        ] 206.4/242.7 MB
 85%[==========================================        ] 206.4/242.7 MB
 85%[==========================================        ] 206.4/242.7 MB
 85%[==========================================        ] 206.5/242.7 MB
 85%[==========================================        ] 206.5/242.7 MB
 85%[==========================================        ] 206.5/242.7 MB
 85%[==========================================        ] 206.5/242.7 MB
 85%[==========================================        ] 206.5/242.7 MB
 85%[==========================================        ] 206.5/242.7 MB
 85%[==========================================        ] 206.5/242.7 MB
 85%[==========================================        ] 206.5/242.7 MB
 85%[==========================================        ] 206.5/242.7 MB
 85%[==========================================        ] 206.5/242.7 MB
 85%[==========================================        ] 206.5/242.7 MB
 85%[==========================================        ] 206.5/242.7 MB
 85%[==========================================        ] 206.5/242.7 MB
 85%[==========================================        ] 206.6/242.7 MB
 85%[==========================================        ] 206.6/242.7 MB
 85%[==========================================        ] 206.6/242.7 MB
 85%[==========================================        ] 206.6/242.7 MB
 85%[==========================================        ] 206.6/242.7 MB
 85%[==========================================        ] 206.6/242.7 MB
 85%[==========================================        ] 206.6/242.7 MB
 85%[==========================================        ] 206.6/242.7 MB
 85%[==========================================        ] 206.6/242.7 MB
 85%[==========================================        ] 206.6/242.7 MB
 85%[==========================================        ] 206.6/242.7 MB
 85%[==========================================        ] 206.6/242.7 MB
 85%[==========================================        ] 206.6/242.7 MB
 85%[==========================================        ] 206.7/242.7 MB
 85%[==========================================        ] 206.7/242.7 MB
 85%[==========================================        ] 206.7/242.7 MB
 85%[==========================================        ] 206.7/242.7 MB
 85%[==========================================        ] 206.7/242.7 MB
 85%[==========================================        ] 206.7/242.7 MB
 85%[==========================================        ] 206.7/242.7 MB
 85%[==========================================        ] 206.7/242.7 MB
 85%[==========================================        ] 206.7/242.7 MB
 85%[==========================================        ] 206.7/242.7 MB
 85%[==========================================        ] 206.7/242.7 MB
 85%[==========================================        ] 206.7/242.7 MB
 85%[==========================================        ] 206.8/242.7 MB
 85%[==========================================        ] 206.8/242.7 MB
 85%[==========================================        ] 206.8/242.7 MB
 85%[==========================================        ] 206.8/242.7 MB
 85%[==========================================        ] 206.8/242.7 MB
 85%[==========================================        ] 206.8/242.7 MB
 85%[==========================================        ] 206.8/242.7 MB
 85%[==========================================        ] 206.8/242.7 MB
 85%[==========================================        ] 206.8/242.7 MB
 85%[==========================================        ] 206.8/242.7 MB
 85%[==========================================        ] 206.8/242.7 MB
 85%[==========================================        ] 206.8/242.7 MB
 85%[==========================================        ] 206.8/242.7 MB
 85%[==========================================        ] 206.9/242.7 MB
 85%[==========================================        ] 206.9/242.7 MB
 85%[==========================================        ] 206.9/242.7 MB
 85%[==========================================        ] 206.9/242.7 MB
 85%[==========================================        ] 206.9/242.7 MB
 85%[==========================================        ] 206.9/242.7 MB
 85%[==========================================        ] 206.9/242.7 MB
 85%[==========================================        ] 206.9/242.7 MB
 85%[==========================================        ] 206.9/242.7 MB
 85%[==========================================        ] 206.9/242.7 MB
 85%[==========================================        ] 206.9/242.7 MB
 85%[==========================================        ] 206.9/242.7 MB
 85%[==========================================        ] 206.9/242.7 MB
 85%[==========================================        ] 207.0/242.7 MB
 85%[==========================================        ] 207.0/242.7 MB
 85%[==========================================        ] 207.0/242.7 MB
 85%[==========================================        ] 207.0/242.7 MB
 85%[==========================================        ] 207.0/242.7 MB
 85%[==========================================        ] 207.0/242.7 MB
 85%[==========================================        ] 207.0/242.7 MB
 85%[==========================================        ] 207.0/242.7 MB
 85%[==========================================        ] 207.0/242.7 MB
 85%[==========================================        ] 207.0/242.7 MB
 85%[==========================================        ] 207.0/242.7 MB
 85%[==========================================        ] 207.0/242.7 MB
 85%[==========================================        ] 207.0/242.7 MB
 85%[==========================================        ] 207.1/242.7 MB
 85%[==========================================        ] 207.1/242.7 MB
 85%[==========================================        ] 207.1/242.7 MB
 85%[==========================================        ] 207.1/242.7 MB
 85%[==========================================        ] 207.1/242.7 MB
 85%[==========================================        ] 207.1/242.7 MB
 85%[==========================================        ] 207.1/242.7 MB
 85%[==========================================        ] 207.1/242.7 MB
 85%[==========================================        ] 207.1/242.7 MB
 85%[==========================================        ] 207.1/242.7 MB
 85%[==========================================        ] 207.1/242.7 MB
 85%[==========================================        ] 207.1/242.7 MB
 85%[==========================================        ] 207.1/242.7 MB
 85%[==========================================        ] 207.2/242.7 MB
 85%[==========================================        ] 207.2/242.7 MB
 85%[==========================================        ] 207.2/242.7 MB
 85%[==========================================        ] 207.2/242.7 MB
 85%[==========================================        ] 207.2/242.7 MB
 85%[==========================================        ] 207.2/242.7 MB
 85%[==========================================        ] 207.2/242.7 MB
 85%[==========================================        ] 207.2/242.7 MB
 85%[==========================================        ] 207.2/242.7 MB
 85%[==========================================        ] 207.2/242.7 MB
 85%[==========================================        ] 207.2/242.7 MB
 85%[==========================================        ] 207.2/242.7 MB
 85%[==========================================        ] 207.2/242.7 MB
 85%[==========================================        ] 207.3/242.7 MB
 85%[==========================================        ] 207.3/242.7 MB
 85%[==========================================        ] 207.3/242.7 MB
 85%[==========================================        ] 207.3/242.7 MB
 85%[==========================================        ] 207.3/242.7 MB
 85%[==========================================        ] 207.3/242.7 MB
 85%[==========================================        ] 207.3/242.7 MB
 85%[==========================================        ] 207.3/242.7 MB
 85%[==========================================        ] 207.3/242.7 MB
 85%[==========================================        ] 207.3/242.7 MB
 85%[==========================================        ] 207.3/242.7 MB
 85%[==========================================        ] 207.3/242.7 MB
 85%[==========================================        ] 207.4/242.7 MB
 85%[==========================================        ] 207.4/242.7 MB
 85%[==========================================        ] 207.4/242.7 MB
 85%[==========================================        ] 207.4/242.7 MB
 85%[==========================================        ] 207.4/242.7 MB
 85%[==========================================        ] 207.4/242.7 MB
 85%[==========================================        ] 207.4/242.7 MB
 85%[==========================================        ] 207.4/242.7 MB
 85%[==========================================        ] 207.4/242.7 MB
 85%[==========================================        ] 207.4/242.7 MB
 85%[==========================================        ] 207.4/242.7 MB
 85%[==========================================        ] 207.4/242.7 MB
 85%[==========================================        ] 207.4/242.7 MB
 85%[==========================================        ] 207.5/242.7 MB
 85%[==========================================        ] 207.5/242.7 MB
 85%[==========================================        ] 207.5/242.7 MB
 85%[==========================================        ] 207.5/242.7 MB
 85%[==========================================        ] 207.5/242.7 MB
 86%[==========================================        ] 207.5/242.7 MB
 86%[==========================================        ] 207.5/242.7 MB
 86%[==========================================        ] 207.5/242.7 MB
 86%[==========================================        ] 207.5/242.7 MB
 86%[==========================================        ] 207.5/242.7 MB
 86%[==========================================        ] 207.5/242.7 MB
 86%[==========================================        ] 207.5/242.7 MB
 86%[==========================================        ] 207.5/242.7 MB
 86%[==========================================        ] 207.6/242.7 MB
 86%[==========================================        ] 207.6/242.7 MB
 86%[==========================================        ] 207.6/242.7 MB
 86%[==========================================        ] 207.6/242.7 MB
 86%[==========================================        ] 207.6/242.7 MB
 86%[==========================================        ] 207.6/242.7 MB
 86%[==========================================        ] 207.6/242.7 MB
 86%[==========================================        ] 207.6/242.7 MB
 86%[==========================================        ] 207.6/242.7 MB
 86%[==========================================        ] 207.6/242.7 MB
 86%[==========================================        ] 207.6/242.7 MB
 86%[==========================================        ] 207.6/242.7 MB
 86%[==========================================        ] 207.6/242.7 MB
 86%[==========================================        ] 207.7/242.7 MB
 86%[==========================================        ] 207.7/242.7 MB
 86%[==========================================        ] 207.7/242.7 MB
 86%[==========================================        ] 207.7/242.7 MB
 86%[==========================================        ] 207.7/242.7 MB
 86%[==========================================        ] 207.7/242.7 MB
 86%[==========================================        ] 207.7/242.7 MB
 86%[==========================================        ] 207.7/242.7 MB
 86%[==========================================        ] 207.7/242.7 MB
 86%[==========================================        ] 207.7/242.7 MB
 86%[==========================================        ] 207.7/242.7 MB
 86%[==========================================        ] 207.7/242.7 MB
 86%[==========================================        ] 207.8/242.7 MB
 86%[==========================================        ] 207.8/242.7 MB
 86%[==========================================        ] 207.8/242.7 MB
 86%[==========================================        ] 207.8/242.7 MB
 86%[==========================================        ] 207.8/242.7 MB
 86%[==========================================        ] 207.8/242.7 MB
 86%[==========================================        ] 207.8/242.7 MB
 86%[==========================================        ] 207.8/242.7 MB
 86%[==========================================        ] 207.8/242.7 MB
 86%[==========================================        ] 207.8/242.7 MB
 86%[==========================================        ] 207.8/242.7 MB
 86%[==========================================        ] 207.8/242.7 MB
 86%[==========================================        ] 207.8/242.7 MB
 86%[==========================================        ] 207.9/242.7 MB
 86%[==========================================        ] 207.9/242.7 MB
 86%[==========================================        ] 207.9/242.7 MB
 86%[==========================================        ] 207.9/242.7 MB
 86%[==========================================        ] 207.9/242.7 MB
 86%[==========================================        ] 207.9/242.7 MB
 86%[==========================================        ] 207.9/242.7 MB
 86%[==========================================        ] 207.9/242.7 MB
 86%[==========================================        ] 207.9/242.7 MB
 86%[==========================================        ] 207.9/242.7 MB
 86%[==========================================        ] 207.9/242.7 MB
 86%[==========================================        ] 207.9/242.7 MB
 86%[==========================================        ] 207.9/242.7 MB
 86%[==========================================        ] 208.0/242.7 MB
 86%[==========================================        ] 208.0/242.7 MB
 86%[==========================================        ] 208.0/242.7 MB
 86%[==========================================        ] 208.0/242.7 MB
 86%[==========================================        ] 208.0/242.7 MB
 86%[==========================================        ] 208.0/242.7 MB
 86%[==========================================        ] 208.0/242.7 MB
 86%[==========================================        ] 208.0/242.7 MB
 86%[==========================================        ] 208.0/242.7 MB
 86%[==========================================        ] 208.0/242.7 MB
 86%[==========================================        ] 208.0/242.7 MB
 86%[==========================================        ] 208.0/242.7 MB
 86%[==========================================        ] 208.0/242.7 MB
 86%[==========================================        ] 208.1/242.7 MB
 86%[==========================================        ] 208.1/242.7 MB
 86%[==========================================        ] 208.1/242.7 MB
 86%[==========================================        ] 208.1/242.7 MB
 86%[==========================================        ] 208.1/242.7 MB
 86%[==========================================        ] 208.1/242.7 MB
 86%[==========================================        ] 208.1/242.7 MB
 86%[==========================================        ] 208.1/242.7 MB
 86%[==========================================        ] 208.1/242.7 MB
 86%[==========================================        ] 208.1/242.7 MB
 86%[==========================================        ] 208.1/242.7 MB
 86%[==========================================        ] 208.1/242.7 MB
 86%[==========================================        ] 208.1/242.7 MB
 86%[==========================================        ] 208.2/242.7 MB
 86%[==========================================        ] 208.2/242.7 MB
 86%[==========================================        ] 208.2/242.7 MB
 86%[==========================================        ] 208.2/242.7 MB
 86%[==========================================        ] 208.2/242.7 MB
 86%[==========================================        ] 208.2/242.7 MB
 86%[==========================================        ] 208.2/242.7 MB
 86%[==========================================        ] 208.2/242.7 MB
 86%[==========================================        ] 208.2/242.7 MB
 86%[==========================================        ] 208.2/242.7 MB
 86%[==========================================        ] 208.2/242.7 MB
 86%[==========================================        ] 208.2/242.7 MB
 86%[==========================================        ] 208.2/242.7 MB
 86%[==========================================        ] 208.3/242.7 MB
 86%[==========================================        ] 208.3/242.7 MB
 86%[==========================================        ] 208.3/242.7 MB
 86%[==========================================        ] 208.3/242.7 MB
 86%[==========================================        ] 208.3/242.7 MB
 86%[==========================================        ] 208.3/242.7 MB
 86%[==========================================        ] 208.3/242.7 MB
 86%[==========================================        ] 208.3/242.7 MB
 86%[==========================================        ] 208.3/242.7 MB
 86%[==========================================        ] 208.3/242.7 MB
 86%[==========================================        ] 208.3/242.7 MB
 86%[==========================================        ] 208.3/242.7 MB
 86%[==========================================        ] 208.4/242.7 MB
 86%[==========================================        ] 208.4/242.7 MB
 86%[==========================================        ] 208.4/242.7 MB
 86%[==========================================        ] 208.4/242.7 MB
 86%[==========================================        ] 208.4/242.7 MB
 86%[==========================================        ] 208.4/242.7 MB
 86%[==========================================        ] 208.4/242.7 MB
 86%[==========================================        ] 208.4/242.7 MB
 86%[==========================================        ] 208.4/242.7 MB
 86%[==========================================        ] 208.4/242.7 MB
 86%[==========================================        ] 208.4/242.7 MB
 86%[==========================================        ] 208.4/242.7 MB
 86%[==========================================        ] 208.4/242.7 MB
 86%[==========================================        ] 208.5/242.7 MB
 86%[==========================================        ] 208.5/242.7 MB
 86%[==========================================        ] 208.5/242.7 MB
 86%[==========================================        ] 208.5/242.7 MB
 86%[==========================================        ] 208.5/242.7 MB
 86%[==========================================        ] 208.5/242.7 MB
 86%[==========================================        ] 208.5/242.7 MB
 86%[==========================================        ] 208.5/242.7 MB
 86%[==========================================        ] 208.5/242.7 MB
 86%[==========================================        ] 208.5/242.7 MB
 86%[==========================================        ] 208.5/242.7 MB
 86%[==========================================        ] 208.5/242.7 MB
 86%[==========================================        ] 208.5/242.7 MB
 86%[==========================================        ] 208.6/242.7 MB
 86%[==========================================        ] 208.6/242.7 MB
 86%[==========================================        ] 208.6/242.7 MB
 86%[==========================================        ] 208.6/242.7 MB
 86%[==========================================        ] 208.6/242.7 MB
 86%[==========================================        ] 208.6/242.7 MB
 86%[==========================================        ] 208.6/242.7 MB
 86%[==========================================        ] 208.6/242.7 MB
 86%[==========================================        ] 208.6/242.7 MB
 86%[==========================================        ] 208.6/242.7 MB
 86%[==========================================        ] 208.6/242.7 MB
 86%[==========================================        ] 208.6/242.7 MB
 86%[==========================================        ] 208.6/242.7 MB
 86%[==========================================        ] 208.7/242.7 MB
 86%[==========================================        ] 208.7/242.7 MB
 86%[==========================================        ] 208.7/242.7 MB
 86%[==========================================        ] 208.7/242.7 MB
 86%[==========================================        ] 208.7/242.7 MB
 86%[==========================================        ] 208.7/242.7 MB
 86%[==========================================        ] 208.7/242.7 MB
 86%[===========================================       ] 208.7/242.7 MB
 86%[===========================================       ] 208.7/242.7 MB
 86%[===========================================       ] 208.7/242.7 MB
 86%[===========================================       ] 208.7/242.7 MB
 86%[===========================================       ] 208.7/242.7 MB
 86%[===========================================       ] 208.8/242.7 MB
 86%[===========================================       ] 208.8/242.7 MB
 86%[===========================================       ] 208.8/242.7 MB
 86%[===========================================       ] 208.8/242.7 MB
 86%[===========================================       ] 208.8/242.7 MB
 86%[===========================================       ] 208.8/242.7 MB
 86%[===========================================       ] 208.8/242.7 MB
 86%[===========================================       ] 208.8/242.7 MB
 86%[===========================================       ] 208.8/242.7 MB
 86%[===========================================       ] 208.8/242.7 MB
 86%[===========================================       ] 208.8/242.7 MB
 86%[===========================================       ] 208.8/242.7 MB
 86%[===========================================       ] 208.8/242.7 MB
 86%[===========================================       ] 208.9/242.7 MB
 86%[===========================================       ] 208.9/242.7 MB
 86%[===========================================       ] 208.9/242.7 MB
 86%[===========================================       ] 208.9/242.7 MB
 86%[===========================================       ] 208.9/242.7 MB
 86%[===========================================       ] 208.9/242.7 MB
 86%[===========================================       ] 208.9/242.7 MB
 86%[===========================================       ] 208.9/242.7 MB
 86%[===========================================       ] 208.9/242.7 MB
 86%[===========================================       ] 208.9/242.7 MB
 86%[===========================================       ] 208.9/242.7 MB
 86%[===========================================       ] 208.9/242.7 MB
 86%[===========================================       ] 208.9/242.7 MB
 86%[===========================================       ] 209.0/242.7 MB
 86%[===========================================       ] 209.0/242.7 MB
 86%[===========================================       ] 209.0/242.7 MB
 86%[===========================================       ] 209.0/242.7 MB
 86%[===========================================       ] 209.0/242.7 MB
 86%[===========================================       ] 209.0/242.7 MB
 86%[===========================================       ] 209.0/242.7 MB
 86%[===========================================       ] 209.0/242.7 MB
 86%[===========================================       ] 209.0/242.7 MB
 86%[===========================================       ] 209.0/242.7 MB
 86%[===========================================       ] 209.0/242.7 MB
 86%[===========================================       ] 209.0/242.7 MB
 86%[===========================================       ] 209.0/242.7 MB
 86%[===========================================       ] 209.1/242.7 MB
 86%[===========================================       ] 209.1/242.7 MB
 86%[===========================================       ] 209.1/242.7 MB
 86%[===========================================       ] 209.1/242.7 MB
 86%[===========================================       ] 209.1/242.7 MB
 86%[===========================================       ] 209.1/242.7 MB
 86%[===========================================       ] 209.1/242.7 MB
 86%[===========================================       ] 209.1/242.7 MB
 86%[===========================================       ] 209.1/242.7 MB
 86%[===========================================       ] 209.1/242.7 MB
 86%[===========================================       ] 209.1/242.7 MB
 86%[===========================================       ] 209.1/242.7 MB
 86%[===========================================       ] 209.1/242.7 MB
 86%[===========================================       ] 209.2/242.7 MB
 86%[===========================================       ] 209.2/242.7 MB
 86%[===========================================       ] 209.2/242.7 MB
 86%[===========================================       ] 209.2/242.7 MB
 86%[===========================================       ] 209.2/242.7 MB
 86%[===========================================       ] 209.2/242.7 MB
 86%[===========================================       ] 209.2/242.7 MB
 86%[===========================================       ] 209.2/242.7 MB
 86%[===========================================       ] 209.2/242.7 MB
 86%[===========================================       ] 209.2/242.7 MB
 86%[===========================================       ] 209.2/242.7 MB
 86%[===========================================       ] 209.2/242.7 MB
 86%[===========================================       ] 209.2/242.7 MB
 86%[===========================================       ] 209.3/242.7 MB
 86%[===========================================       ] 209.3/242.7 MB
 86%[===========================================       ] 209.3/242.7 MB
 86%[===========================================       ] 209.3/242.7 MB
 86%[===========================================       ] 209.3/242.7 MB
 86%[===========================================       ] 209.3/242.7 MB
 86%[===========================================       ] 209.3/242.7 MB
 86%[===========================================       ] 209.3/242.7 MB
 86%[===========================================       ] 209.3/242.7 MB
 86%[===========================================       ] 209.3/242.7 MB
 86%[===========================================       ] 209.3/242.7 MB
 86%[===========================================       ] 209.3/242.7 MB
 86%[===========================================       ] 209.4/242.7 MB
 86%[===========================================       ] 209.4/242.7 MB
 86%[===========================================       ] 209.4/242.7 MB
 86%[===========================================       ] 209.4/242.7 MB
 86%[===========================================       ] 209.4/242.7 MB
 86%[===========================================       ] 209.4/242.7 MB
 86%[===========================================       ] 209.4/242.7 MB
 86%[===========================================       ] 209.4/242.7 MB
 86%[===========================================       ] 209.4/242.7 MB
 86%[===========================================       ] 209.4/242.7 MB
 86%[===========================================       ] 209.4/242.7 MB
 86%[===========================================       ] 209.4/242.7 MB
 86%[===========================================       ] 209.4/242.7 MB
 86%[===========================================       ] 209.5/242.7 MB
 86%[===========================================       ] 209.5/242.7 MB
 86%[===========================================       ] 209.5/242.7 MB
 86%[===========================================       ] 209.5/242.7 MB
 86%[===========================================       ] 209.5/242.7 MB
 86%[===========================================       ] 209.5/242.7 MB
 86%[===========================================       ] 209.5/242.7 MB
 86%[===========================================       ] 209.5/242.7 MB
 86%[===========================================       ] 209.5/242.7 MB
 86%[===========================================       ] 209.5/242.7 MB
 86%[===========================================       ] 209.5/242.7 MB
 86%[===========================================       ] 209.5/242.7 MB
 86%[===========================================       ] 209.5/242.7 MB
 86%[===========================================       ] 209.6/242.7 MB
 86%[===========================================       ] 209.6/242.7 MB
 86%[===========================================       ] 209.6/242.7 MB
 86%[===========================================       ] 209.6/242.7 MB
 86%[===========================================       ] 209.6/242.7 MB
 86%[===========================================       ] 209.6/242.7 MB
 86%[===========================================       ] 209.6/242.7 MB
 86%[===========================================       ] 209.6/242.7 MB
 86%[===========================================       ] 209.6/242.7 MB
 86%[===========================================       ] 209.6/242.7 MB
 86%[===========================================       ] 209.6/242.7 MB
 86%[===========================================       ] 209.6/242.7 MB
 86%[===========================================       ] 209.6/242.7 MB
 86%[===========================================       ] 209.7/242.7 MB
 86%[===========================================       ] 209.7/242.7 MB
 86%[===========================================       ] 209.7/242.7 MB
 86%[===========================================       ] 209.7/242.7 MB
 86%[===========================================       ] 209.7/242.7 MB
 86%[===========================================       ] 209.7/242.7 MB
 86%[===========================================       ] 209.7/242.7 MB
 86%[===========================================       ] 209.7/242.7 MB
 86%[===========================================       ] 209.7/242.7 MB
 86%[===========================================       ] 209.7/242.7 MB
 86%[===========================================       ] 209.7/242.7 MB
 86%[===========================================       ] 209.7/242.7 MB
 86%[===========================================       ] 209.8/242.7 MB
 86%[===========================================       ] 209.8/242.7 MB
 86%[===========================================       ] 209.8/242.7 MB
 86%[===========================================       ] 209.8/242.7 MB
 86%[===========================================       ] 209.8/242.7 MB
 86%[===========================================       ] 209.8/242.7 MB
 86%[===========================================       ] 209.8/242.7 MB
 86%[===========================================       ] 209.8/242.7 MB
 86%[===========================================       ] 209.8/242.7 MB
 86%[===========================================       ] 209.8/242.7 MB
 86%[===========================================       ] 209.8/242.7 MB
 86%[===========================================       ] 209.8/242.7 MB
 86%[===========================================       ] 209.8/242.7 MB
 86%[===========================================       ] 209.9/242.7 MB
 86%[===========================================       ] 209.9/242.7 MB
 86%[===========================================       ] 209.9/242.7 MB
 86%[===========================================       ] 209.9/242.7 MB
 86%[===========================================       ] 209.9/242.7 MB
 86%[===========================================       ] 209.9/242.7 MB
 86%[===========================================       ] 209.9/242.7 MB
 86%[===========================================       ] 209.9/242.7 MB
 86%[===========================================       ] 209.9/242.7 MB
 87%[===========================================       ] 209.9/242.7 MB
 87%[===========================================       ] 209.9/242.7 MB
 87%[===========================================       ] 209.9/242.7 MB
 87%[===========================================       ] 209.9/242.7 MB
 87%[===========================================       ] 210.0/242.7 MB
 87%[===========================================       ] 210.0/242.7 MB
 87%[===========================================       ] 210.0/242.7 MB
 87%[===========================================       ] 210.0/242.7 MB
 87%[===========================================       ] 210.0/242.7 MB
 87%[===========================================       ] 210.0/242.7 MB
 87%[===========================================       ] 210.0/242.7 MB
 87%[===========================================       ] 210.0/242.7 MB
 87%[===========================================       ] 210.0/242.7 MB
 87%[===========================================       ] 210.0/242.7 MB
 87%[===========================================       ] 210.0/242.7 MB
 87%[===========================================       ] 210.0/242.7 MB
 87%[===========================================       ] 210.0/242.7 MB
 87%[===========================================       ] 210.1/242.7 MB
 87%[===========================================       ] 210.1/242.7 MB
 87%[===========================================       ] 210.1/242.7 MB
 87%[===========================================       ] 210.1/242.7 MB
 87%[===========================================       ] 210.1/242.7 MB
 87%[===========================================       ] 210.1/242.7 MB
 87%[===========================================       ] 210.1/242.7 MB
 87%[===========================================       ] 210.1/242.7 MB
 87%[===========================================       ] 210.1/242.7 MB
 87%[===========================================       ] 210.1/242.7 MB
 87%[===========================================       ] 210.1/242.7 MB
 87%[===========================================       ] 210.1/242.7 MB
 87%[===========================================       ] 210.1/242.7 MB
 87%[===========================================       ] 210.2/242.7 MB
 87%[===========================================       ] 210.2/242.7 MB
 87%[===========================================       ] 210.2/242.7 MB
 87%[===========================================       ] 210.2/242.7 MB
 87%[===========================================       ] 210.2/242.7 MB
 87%[===========================================       ] 210.2/242.7 MB
 87%[===========================================       ] 210.2/242.7 MB
 87%[===========================================       ] 210.2/242.7 MB
 87%[===========================================       ] 210.2/242.7 MB
 87%[===========================================       ] 210.2/242.7 MB
 87%[===========================================       ] 210.2/242.7 MB
 87%[===========================================       ] 210.2/242.7 MB
 87%[===========================================       ] 210.2/242.7 MB
 87%[===========================================       ] 210.3/242.7 MB
 87%[===========================================       ] 210.3/242.7 MB
 87%[===========================================       ] 210.3/242.7 MB
 87%[===========================================       ] 210.3/242.7 MB
 87%[===========================================       ] 210.3/242.7 MB
 87%[===========================================       ] 210.3/242.7 MB
 87%[===========================================       ] 210.3/242.7 MB
 87%[===========================================       ] 210.3/242.7 MB
 87%[===========================================       ] 210.3/242.7 MB
 87%[===========================================       ] 210.3/242.7 MB
 87%[===========================================       ] 210.3/242.7 MB
 87%[===========================================       ] 210.3/242.7 MB
 87%[===========================================       ] 210.4/242.7 MB
 87%[===========================================       ] 210.4/242.7 MB
 87%[===========================================       ] 210.4/242.7 MB
 87%[===========================================       ] 210.4/242.7 MB
 87%[===========================================       ] 210.4/242.7 MB
 87%[===========================================       ] 210.4/242.7 MB
 87%[===========================================       ] 210.4/242.7 MB
 87%[===========================================       ] 210.4/242.7 MB
 87%[===========================================       ] 210.4/242.7 MB
 87%[===========================================       ] 210.4/242.7 MB
 87%[===========================================       ] 210.4/242.7 MB
 87%[===========================================       ] 210.4/242.7 MB
 87%[===========================================       ] 210.4/242.7 MB
 87%[===========================================       ] 210.5/242.7 MB
 87%[===========================================       ] 210.5/242.7 MB
 87%[===========================================       ] 210.5/242.7 MB
 87%[===========================================       ] 210.5/242.7 MB
 87%[===========================================       ] 210.5/242.7 MB
 87%[===========================================       ] 210.5/242.7 MB
 87%[===========================================       ] 210.5/242.7 MB
 87%[===========================================       ] 210.5/242.7 MB
 87%[===========================================       ] 210.5/242.7 MB
 87%[===========================================       ] 210.5/242.7 MB
 87%[===========================================       ] 210.5/242.7 MB
 87%[===========================================       ] 210.5/242.7 MB
 87%[===========================================       ] 210.5/242.7 MB
 87%[===========================================       ] 210.6/242.7 MB
 87%[===========================================       ] 210.6/242.7 MB
 87%[===========================================       ] 210.6/242.7 MB
 87%[===========================================       ] 210.6/242.7 MB
 87%[===========================================       ] 210.6/242.7 MB
 87%[===========================================       ] 210.6/242.7 MB
 87%[===========================================       ] 210.6/242.7 MB
 87%[===========================================       ] 210.6/242.7 MB
 87%[===========================================       ] 210.6/242.7 MB
 87%[===========================================       ] 210.6/242.7 MB
 87%[===========================================       ] 210.6/242.7 MB
 87%[===========================================       ] 210.6/242.7 MB
 87%[===========================================       ] 210.6/242.7 MB
 87%[===========================================       ] 210.7/242.7 MB
 87%[===========================================       ] 210.7/242.7 MB
 87%[===========================================       ] 210.7/242.7 MB
 87%[===========================================       ] 210.7/242.7 MB
 87%[===========================================       ] 210.7/242.7 MB
 87%[===========================================       ] 210.7/242.7 MB
 87%[===========================================       ] 210.7/242.7 MB
 87%[===========================================       ] 210.7/242.7 MB
 87%[===========================================       ] 210.7/242.7 MB
 87%[===========================================       ] 210.7/242.7 MB
 87%[===========================================       ] 210.7/242.7 MB
 87%[===========================================       ] 210.7/242.7 MB
 87%[===========================================       ] 210.8/242.7 MB
 87%[===========================================       ] 210.8/242.7 MB
 87%[===========================================       ] 210.8/242.7 MB
 87%[===========================================       ] 210.8/242.7 MB
 87%[===========================================       ] 210.8/242.7 MB
 87%[===========================================       ] 210.8/242.7 MB
 87%[===========================================       ] 210.8/242.7 MB
 87%[===========================================       ] 210.8/242.7 MB
 87%[===========================================       ] 210.8/242.7 MB
 87%[===========================================       ] 210.8/242.7 MB
 87%[===========================================       ] 210.8/242.7 MB
 87%[===========================================       ] 210.8/242.7 MB
 87%[===========================================       ] 210.8/242.7 MB
 87%[===========================================       ] 210.9/242.7 MB
 87%[===========================================       ] 210.9/242.7 MB
 87%[===========================================       ] 210.9/242.7 MB
 87%[===========================================       ] 210.9/242.7 MB
 87%[===========================================       ] 210.9/242.7 MB
 87%[===========================================       ] 210.9/242.7 MB
 87%[===========================================       ] 210.9/242.7 MB
 87%[===========================================       ] 210.9/242.7 MB
 87%[===========================================       ] 210.9/242.7 MB
 87%[===========================================       ] 210.9/242.7 MB
 87%[===========================================       ] 210.9/242.7 MB
 87%[===========================================       ] 210.9/242.7 MB
 87%[===========================================       ] 210.9/242.7 MB
 87%[===========================================       ] 211.0/242.7 MB
 87%[===========================================       ] 211.0/242.7 MB
 87%[===========================================       ] 211.0/242.7 MB
 87%[===========================================       ] 211.0/242.7 MB
 87%[===========================================       ] 211.0/242.7 MB
 87%[===========================================       ] 211.0/242.7 MB
 87%[===========================================       ] 211.0/242.7 MB
 87%[===========================================       ] 211.0/242.7 MB
 87%[===========================================       ] 211.0/242.7 MB
 87%[===========================================       ] 211.0/242.7 MB
 87%[===========================================       ] 211.0/242.7 MB
 87%[===========================================       ] 211.0/242.7 MB
 87%[===========================================       ] 211.0/242.7 MB
 87%[===========================================       ] 211.1/242.7 MB
 87%[===========================================       ] 211.1/242.7 MB
 87%[===========================================       ] 211.1/242.7 MB
 87%[===========================================       ] 211.1/242.7 MB
 87%[===========================================       ] 211.1/242.7 MB
 87%[===========================================       ] 211.1/242.7 MB
 87%[===========================================       ] 211.1/242.7 MB
 87%[===========================================       ] 211.1/242.7 MB
 87%[===========================================       ] 211.1/242.7 MB
 87%[===========================================       ] 211.1/242.7 MB
 87%[===========================================       ] 211.1/242.7 MB
 87%[===========================================       ] 211.1/242.7 MB
 87%[===========================================       ] 211.1/242.7 MB
 87%[===========================================       ] 211.2/242.7 MB
 87%[===========================================       ] 211.2/242.7 MB
 87%[===========================================       ] 211.2/242.7 MB
 87%[===========================================       ] 211.2/242.7 MB
 87%[===========================================       ] 211.2/242.7 MB
 87%[===========================================       ] 211.2/242.7 MB
 87%[===========================================       ] 211.2/242.7 MB
 87%[===========================================       ] 211.2/242.7 MB
 87%[===========================================       ] 211.2/242.7 MB
 87%[===========================================       ] 211.2/242.7 MB
 87%[===========================================       ] 211.2/242.7 MB
 87%[===========================================       ] 211.2/242.7 MB
 87%[===========================================       ] 211.2/242.7 MB
 87%[===========================================       ] 211.3/242.7 MB
 87%[===========================================       ] 211.3/242.7 MB
 87%[===========================================       ] 211.3/242.7 MB
 87%[===========================================       ] 211.3/242.7 MB
 87%[===========================================       ] 211.3/242.7 MB
 87%[===========================================       ] 211.3/242.7 MB
 87%[===========================================       ] 211.3/242.7 MB
 87%[===========================================       ] 211.3/242.7 MB
 87%[===========================================       ] 211.3/242.7 MB
 87%[===========================================       ] 211.3/242.7 MB
 87%[===========================================       ] 211.3/242.7 MB
 87%[===========================================       ] 211.3/242.7 MB
 87%[===========================================       ] 211.4/242.7 MB
 87%[===========================================       ] 211.4/242.7 MB
 87%[===========================================       ] 211.4/242.7 MB
 87%[===========================================       ] 211.4/242.7 MB
 87%[===========================================       ] 211.4/242.7 MB
 87%[===========================================       ] 211.4/242.7 MB
 87%[===========================================       ] 211.4/242.7 MB
 87%[===========================================       ] 211.4/242.7 MB
 87%[===========================================       ] 211.4/242.7 MB
 87%[===========================================       ] 211.4/242.7 MB
 87%[===========================================       ] 211.4/242.7 MB
 87%[===========================================       ] 211.4/242.7 MB
 87%[===========================================       ] 211.4/242.7 MB
 87%[===========================================       ] 211.5/242.7 MB
 87%[===========================================       ] 211.5/242.7 MB
 87%[===========================================       ] 211.5/242.7 MB
 87%[===========================================       ] 211.5/242.7 MB
 87%[===========================================       ] 211.5/242.7 MB
 87%[===========================================       ] 211.5/242.7 MB
 87%[===========================================       ] 211.5/242.7 MB
 87%[===========================================       ] 211.5/242.7 MB
 87%[===========================================       ] 211.5/242.7 MB
 87%[===========================================       ] 211.5/242.7 MB
 87%[===========================================       ] 211.5/242.7 MB
 87%[===========================================       ] 211.5/242.7 MB
 87%[===========================================       ] 211.5/242.7 MB
 87%[===========================================       ] 211.6/242.7 MB
 87%[===========================================       ] 211.6/242.7 MB
 87%[===========================================       ] 211.6/242.7 MB
 87%[===========================================       ] 211.6/242.7 MB
 87%[===========================================       ] 211.6/242.7 MB
 87%[===========================================       ] 211.6/242.7 MB
 87%[===========================================       ] 211.6/242.7 MB
 87%[===========================================       ] 211.6/242.7 MB
 87%[===========================================       ] 211.6/242.7 MB
 87%[===========================================       ] 211.6/242.7 MB
 87%[===========================================       ] 211.6/242.7 MB
 87%[===========================================       ] 211.6/242.7 MB
 87%[===========================================       ] 211.6/242.7 MB
 87%[===========================================       ] 211.7/242.7 MB
 87%[===========================================       ] 211.7/242.7 MB
 87%[===========================================       ] 211.7/242.7 MB
 87%[===========================================       ] 211.7/242.7 MB
 87%[===========================================       ] 211.7/242.7 MB
 87%[===========================================       ] 211.7/242.7 MB
 87%[===========================================       ] 211.7/242.7 MB
 87%[===========================================       ] 211.7/242.7 MB
 87%[===========================================       ] 211.7/242.7 MB
 87%[===========================================       ] 211.7/242.7 MB
 87%[===========================================       ] 211.7/242.7 MB
 87%[===========================================       ] 211.7/242.7 MB
 87%[===========================================       ] 211.8/242.7 MB
 87%[===========================================       ] 211.8/242.7 MB
 87%[===========================================       ] 211.8/242.7 MB
 87%[===========================================       ] 211.8/242.7 MB
 87%[===========================================       ] 211.8/242.7 MB
 87%[===========================================       ] 211.8/242.7 MB
 87%[===========================================       ] 211.8/242.7 MB
 87%[===========================================       ] 211.8/242.7 MB
 87%[===========================================       ] 211.8/242.7 MB
 87%[===========================================       ] 211.8/242.7 MB
 87%[===========================================       ] 211.8/242.7 MB
 87%[===========================================       ] 211.8/242.7 MB
 87%[===========================================       ] 211.8/242.7 MB
 87%[===========================================       ] 211.9/242.7 MB
 87%[===========================================       ] 211.9/242.7 MB
 87%[===========================================       ] 211.9/242.7 MB
 87%[===========================================       ] 211.9/242.7 MB
 87%[===========================================       ] 211.9/242.7 MB
 87%[===========================================       ] 211.9/242.7 MB
 87%[===========================================       ] 211.9/242.7 MB
 87%[===========================================       ] 211.9/242.7 MB
 87%[===========================================       ] 211.9/242.7 MB
 87%[===========================================       ] 211.9/242.7 MB
 87%[===========================================       ] 211.9/242.7 MB
 87%[===========================================       ] 211.9/242.7 MB
 87%[===========================================       ] 211.9/242.7 MB
 87%[===========================================       ] 212.0/242.7 MB
 87%[===========================================       ] 212.0/242.7 MB
 87%[===========================================       ] 212.0/242.7 MB
 87%[===========================================       ] 212.0/242.7 MB
 87%[===========================================       ] 212.0/242.7 MB
 87%[===========================================       ] 212.0/242.7 MB
 87%[===========================================       ] 212.0/242.7 MB
 87%[===========================================       ] 212.0/242.7 MB
 87%[===========================================       ] 212.0/242.7 MB
 87%[===========================================       ] 212.0/242.7 MB
 87%[===========================================       ] 212.0/242.7 MB
 87%[===========================================       ] 212.0/242.7 MB
 87%[===========================================       ] 212.0/242.7 MB
 87%[===========================================       ] 212.1/242.7 MB
 87%[===========================================       ] 212.1/242.7 MB
 87%[===========================================       ] 212.1/242.7 MB
 87%[===========================================       ] 212.1/242.7 MB
 87%[===========================================       ] 212.1/242.7 MB
 87%[===========================================       ] 212.1/242.7 MB
 87%[===========================================       ] 212.1/242.7 MB
 87%[===========================================       ] 212.1/242.7 MB
 87%[===========================================       ] 212.1/242.7 MB
 87%[===========================================       ] 212.1/242.7 MB
 87%[===========================================       ] 212.1/242.7 MB
 87%[===========================================       ] 212.1/242.7 MB
 87%[===========================================       ] 212.1/242.7 MB
 87%[===========================================       ] 212.2/242.7 MB
 87%[===========================================       ] 212.2/242.7 MB
 87%[===========================================       ] 212.2/242.7 MB
 87%[===========================================       ] 212.2/242.7 MB
 87%[===========================================       ] 212.2/242.7 MB
 87%[===========================================       ] 212.2/242.7 MB
 87%[===========================================       ] 212.2/242.7 MB
 87%[===========================================       ] 212.2/242.7 MB
 87%[===========================================       ] 212.2/242.7 MB
 87%[===========================================       ] 212.2/242.7 MB
 87%[===========================================       ] 212.2/242.7 MB
 87%[===========================================       ] 212.2/242.7 MB
 87%[===========================================       ] 212.2/242.7 MB
 87%[===========================================       ] 212.3/242.7 MB
 87%[===========================================       ] 212.3/242.7 MB
 87%[===========================================       ] 212.3/242.7 MB
 87%[===========================================       ] 212.3/242.7 MB
 87%[===========================================       ] 212.3/242.7 MB
 87%[===========================================       ] 212.3/242.7 MB
 87%[===========================================       ] 212.3/242.7 MB
 87%[===========================================       ] 212.3/242.7 MB
 87%[===========================================       ] 212.3/242.7 MB
 87%[===========================================       ] 212.3/242.7 MB
 87%[===========================================       ] 212.3/242.7 MB
 87%[===========================================       ] 212.3/242.7 MB
 88%[===========================================       ] 212.4/242.7 MB
 88%[===========================================       ] 212.4/242.7 MB
 88%[===========================================       ] 212.4/242.7 MB
 88%[===========================================       ] 212.4/242.7 MB
 88%[===========================================       ] 212.4/242.7 MB
 88%[===========================================       ] 212.4/242.7 MB
 88%[===========================================       ] 212.4/242.7 MB
 88%[===========================================       ] 212.4/242.7 MB
 88%[===========================================       ] 212.4/242.7 MB
 88%[===========================================       ] 212.4/242.7 MB
 88%[===========================================       ] 212.4/242.7 MB
 88%[===========================================       ] 212.4/242.7 MB
 88%[===========================================       ] 212.4/242.7 MB
 88%[===========================================       ] 212.5/242.7 MB
 88%[===========================================       ] 212.5/242.7 MB
 88%[===========================================       ] 212.5/242.7 MB
 88%[===========================================       ] 212.5/242.7 MB
 88%[===========================================       ] 212.5/242.7 MB
 88%[===========================================       ] 212.5/242.7 MB
 88%[===========================================       ] 212.5/242.7 MB
 88%[===========================================       ] 212.5/242.7 MB
 88%[===========================================       ] 212.5/242.7 MB
 88%[===========================================       ] 212.5/242.7 MB
 88%[===========================================       ] 212.5/242.7 MB
 88%[===========================================       ] 212.5/242.7 MB
 88%[===========================================       ] 212.5/242.7 MB
 88%[===========================================       ] 212.6/242.7 MB
 88%[===========================================       ] 212.6/242.7 MB
 88%[===========================================       ] 212.6/242.7 MB
 88%[===========================================       ] 212.6/242.7 MB
 88%[===========================================       ] 212.6/242.7 MB
 88%[===========================================       ] 212.6/242.7 MB
 88%[===========================================       ] 212.6/242.7 MB
 88%[===========================================       ] 212.6/242.7 MB
 88%[===========================================       ] 212.6/242.7 MB
 88%[===========================================       ] 212.6/242.7 MB
 88%[===========================================       ] 212.6/242.7 MB
 88%[===========================================       ] 212.6/242.7 MB
 88%[===========================================       ] 212.6/242.7 MB
 88%[===========================================       ] 212.7/242.7 MB
 88%[===========================================       ] 212.7/242.7 MB
 88%[===========================================       ] 212.7/242.7 MB
 88%[===========================================       ] 212.7/242.7 MB
 88%[===========================================       ] 212.7/242.7 MB
 88%[===========================================       ] 212.7/242.7 MB
 88%[===========================================       ] 212.7/242.7 MB
 88%[===========================================       ] 212.7/242.7 MB
 88%[===========================================       ] 212.7/242.7 MB
 88%[===========================================       ] 212.7/242.7 MB
 88%[===========================================       ] 212.7/242.7 MB
 88%[===========================================       ] 212.7/242.7 MB
 88%[===========================================       ] 212.8/242.7 MB
 88%[===========================================       ] 212.8/242.7 MB
 88%[===========================================       ] 212.8/242.7 MB
 88%[===========================================       ] 212.8/242.7 MB
 88%[===========================================       ] 212.8/242.7 MB
 88%[===========================================       ] 212.8/242.7 MB
 88%[===========================================       ] 212.8/242.7 MB
 88%[===========================================       ] 212.8/242.7 MB
 88%[===========================================       ] 212.8/242.7 MB
 88%[===========================================       ] 212.8/242.7 MB
 88%[===========================================       ] 212.8/242.7 MB
 88%[===========================================       ] 212.8/242.7 MB
 88%[===========================================       ] 212.8/242.7 MB
 88%[===========================================       ] 212.9/242.7 MB
 88%[===========================================       ] 212.9/242.7 MB
 88%[===========================================       ] 212.9/242.7 MB
 88%[===========================================       ] 212.9/242.7 MB
 88%[===========================================       ] 212.9/242.7 MB
 88%[===========================================       ] 212.9/242.7 MB
 88%[===========================================       ] 212.9/242.7 MB
 88%[===========================================       ] 212.9/242.7 MB
 88%[===========================================       ] 212.9/242.7 MB
 88%[===========================================       ] 212.9/242.7 MB
 88%[===========================================       ] 212.9/242.7 MB
 88%[===========================================       ] 212.9/242.7 MB
 88%[===========================================       ] 212.9/242.7 MB
 88%[===========================================       ] 213.0/242.7 MB
 88%[===========================================       ] 213.0/242.7 MB
 88%[===========================================       ] 213.0/242.7 MB
 88%[===========================================       ] 213.0/242.7 MB
 88%[===========================================       ] 213.0/242.7 MB
 88%[===========================================       ] 213.0/242.7 MB
 88%[===========================================       ] 213.0/242.7 MB
 88%[===========================================       ] 213.0/242.7 MB
 88%[===========================================       ] 213.0/242.7 MB
 88%[===========================================       ] 213.0/242.7 MB
 88%[===========================================       ] 213.0/242.7 MB
 88%[===========================================       ] 213.0/242.7 MB
 88%[===========================================       ] 213.0/242.7 MB
 88%[===========================================       ] 213.1/242.7 MB
 88%[===========================================       ] 213.1/242.7 MB
 88%[===========================================       ] 213.1/242.7 MB
 88%[===========================================       ] 213.1/242.7 MB
 88%[===========================================       ] 213.1/242.7 MB
 88%[===========================================       ] 213.1/242.7 MB
 88%[===========================================       ] 213.1/242.7 MB
 88%[===========================================       ] 213.1/242.7 MB
 88%[===========================================       ] 213.1/242.7 MB
 88%[===========================================       ] 213.1/242.7 MB
 88%[===========================================       ] 213.1/242.7 MB
 88%[===========================================       ] 213.1/242.7 MB
 88%[===========================================       ] 213.1/242.7 MB
 88%[===========================================       ] 213.2/242.7 MB
 88%[===========================================       ] 213.2/242.7 MB
 88%[===========================================       ] 213.2/242.7 MB
 88%[===========================================       ] 213.2/242.7 MB
 88%[===========================================       ] 213.2/242.7 MB
 88%[===========================================       ] 213.2/242.7 MB
 88%[===========================================       ] 213.2/242.7 MB
 88%[===========================================       ] 213.2/242.7 MB
 88%[===========================================       ] 213.2/242.7 MB
 88%[===========================================       ] 213.2/242.7 MB
 88%[===========================================       ] 213.2/242.7 MB
 88%[===========================================       ] 213.2/242.7 MB
 88%[===========================================       ] 213.2/242.7 MB
 88%[===========================================       ] 213.3/242.7 MB
 88%[===========================================       ] 213.3/242.7 MB
 88%[===========================================       ] 213.3/242.7 MB
 88%[===========================================       ] 213.3/242.7 MB
 88%[===========================================       ] 213.3/242.7 MB
 88%[===========================================       ] 213.3/242.7 MB
 88%[===========================================       ] 213.3/242.7 MB
 88%[===========================================       ] 213.3/242.7 MB
 88%[===========================================       ] 213.3/242.7 MB
 88%[===========================================       ] 213.3/242.7 MB
 88%[===========================================       ] 213.3/242.7 MB
 88%[===========================================       ] 213.3/242.7 MB
 88%[===========================================       ] 213.4/242.7 MB
 88%[===========================================       ] 213.4/242.7 MB
 88%[===========================================       ] 213.4/242.7 MB
 88%[===========================================       ] 213.4/242.7 MB
 88%[===========================================       ] 213.4/242.7 MB
 88%[===========================================       ] 213.4/242.7 MB
 88%[===========================================       ] 213.4/242.7 MB
 88%[===========================================       ] 213.4/242.7 MB
 88%[===========================================       ] 213.4/242.7 MB
 88%[===========================================       ] 213.4/242.7 MB
 88%[===========================================       ] 213.4/242.7 MB
 88%[===========================================       ] 213.4/242.7 MB
 88%[===========================================       ] 213.4/242.7 MB
 88%[===========================================       ] 213.5/242.7 MB
 88%[===========================================       ] 213.5/242.7 MB
 88%[===========================================       ] 213.5/242.7 MB
 88%[===========================================       ] 213.5/242.7 MB
 88%[===========================================       ] 213.5/242.7 MB
 88%[===========================================       ] 213.5/242.7 MB
 88%[===========================================       ] 213.5/242.7 MB
 88%[===========================================       ] 213.5/242.7 MB
 88%[===========================================       ] 213.5/242.7 MB
 88%[===========================================       ] 213.5/242.7 MB
 88%[===========================================       ] 213.5/242.7 MB
 88%[===========================================       ] 213.5/242.7 MB
 88%[===========================================       ] 213.5/242.7 MB
 88%[===========================================       ] 213.6/242.7 MB
 88%[============================================      ] 213.6/242.7 MB
 88%[============================================      ] 213.6/242.7 MB
 88%[============================================      ] 213.6/242.7 MB
 88%[============================================      ] 213.6/242.7 MB
 88%[============================================      ] 213.6/242.7 MB
 88%[============================================      ] 213.6/242.7 MB
 88%[============================================      ] 213.6/242.7 MB
 88%[============================================      ] 213.6/242.7 MB
 88%[============================================      ] 213.6/242.7 MB
 88%[============================================      ] 213.6/242.7 MB
 88%[============================================      ] 213.6/242.7 MB
 88%[============================================      ] 213.6/242.7 MB
 88%[============================================      ] 213.7/242.7 MB
 88%[============================================      ] 213.7/242.7 MB
 88%[============================================      ] 213.7/242.7 MB
 88%[============================================      ] 213.7/242.7 MB
 88%[============================================      ] 213.7/242.7 MB
 88%[============================================      ] 213.7/242.7 MB
 88%[============================================      ] 213.7/242.7 MB
 88%[============================================      ] 213.7/242.7 MB
 88%[============================================      ] 213.7/242.7 MB
 88%[============================================      ] 213.7/242.7 MB
 88%[============================================      ] 213.7/242.7 MB
 88%[============================================      ] 213.7/242.7 MB
 88%[============================================      ] 213.8/242.7 MB
 88%[============================================      ] 213.8/242.7 MB
 88%[============================================      ] 213.8/242.7 MB
 88%[============================================      ] 213.8/242.7 MB
 88%[============================================      ] 213.8/242.7 MB
 88%[============================================      ] 213.8/242.7 MB
 88%[============================================      ] 213.8/242.7 MB
 88%[============================================      ] 213.8/242.7 MB
 88%[============================================      ] 213.8/242.7 MB
 88%[============================================      ] 213.8/242.7 MB
 88%[============================================      ] 213.8/242.7 MB
 88%[============================================      ] 213.8/242.7 MB
 88%[============================================      ] 213.8/242.7 MB
 88%[============================================      ] 213.9/242.7 MB
 88%[============================================      ] 213.9/242.7 MB
 88%[============================================      ] 213.9/242.7 MB
 88%[============================================      ] 213.9/242.7 MB
 88%[============================================      ] 213.9/242.7 MB
 88%[============================================      ] 213.9/242.7 MB
 88%[============================================      ] 213.9/242.7 MB
 88%[============================================      ] 213.9/242.7 MB
 88%[============================================      ] 213.9/242.7 MB
 88%[============================================      ] 213.9/242.7 MB
 88%[============================================      ] 213.9/242.7 MB
 88%[============================================      ] 213.9/242.7 MB
 88%[============================================      ] 213.9/242.7 MB
 88%[============================================      ] 214.0/242.7 MB
 88%[============================================      ] 214.0/242.7 MB
 88%[============================================      ] 214.0/242.7 MB
 88%[============================================      ] 214.0/242.7 MB
 88%[============================================      ] 214.0/242.7 MB
 88%[============================================      ] 214.0/242.7 MB
 88%[============================================      ] 214.0/242.7 MB
 88%[============================================      ] 214.0/242.7 MB
 88%[============================================      ] 214.0/242.7 MB
 88%[============================================      ] 214.0/242.7 MB
 88%[============================================      ] 214.0/242.7 MB
 88%[============================================      ] 214.0/242.7 MB
 88%[============================================      ] 214.0/242.7 MB
 88%[============================================      ] 214.1/242.7 MB
 88%[============================================      ] 214.1/242.7 MB
 88%[============================================      ] 214.1/242.7 MB
 88%[============================================      ] 214.1/242.7 MB
 88%[============================================      ] 214.1/242.7 MB
 88%[============================================      ] 214.1/242.7 MB
 88%[============================================      ] 214.1/242.7 MB
 88%[============================================      ] 214.1/242.7 MB
 88%[============================================      ] 214.1/242.7 MB
 88%[============================================      ] 214.1/242.7 MB
 88%[============================================      ] 214.1/242.7 MB
 88%[============================================      ] 214.1/242.7 MB
 88%[============================================      ] 214.1/242.7 MB
 88%[============================================      ] 214.2/242.7 MB
 88%[============================================      ] 214.2/242.7 MB
 88%[============================================      ] 214.2/242.7 MB
 88%[============================================      ] 214.2/242.7 MB
 88%[============================================      ] 214.2/242.7 MB
 88%[============================================      ] 214.2/242.7 MB
 88%[============================================      ] 214.2/242.7 MB
 88%[============================================      ] 214.2/242.7 MB
 88%[============================================      ] 214.2/242.7 MB
 88%[============================================      ] 214.2/242.7 MB
 88%[============================================      ] 214.2/242.7 MB
 88%[============================================      ] 214.2/242.7 MB
 88%[============================================      ] 214.2/242.7 MB
 88%[============================================      ] 214.3/242.7 MB
 88%[============================================      ] 214.3/242.7 MB
 88%[============================================      ] 214.3/242.7 MB
 88%[============================================      ] 214.3/242.7 MB
 88%[============================================      ] 214.3/242.7 MB
 88%[============================================      ] 214.3/242.7 MB
 88%[============================================      ] 214.3/242.7 MB
 88%[============================================      ] 214.3/242.7 MB
 88%[============================================      ] 214.3/242.7 MB
 88%[============================================      ] 214.3/242.7 MB
 88%[============================================      ] 214.3/242.7 MB
 88%[============================================      ] 214.3/242.7 MB
 88%[============================================      ] 214.4/242.7 MB
 88%[============================================      ] 214.4/242.7 MB
 88%[============================================      ] 214.4/242.7 MB
 88%[============================================      ] 214.4/242.7 MB
 88%[============================================      ] 214.4/242.7 MB
 88%[============================================      ] 214.4/242.7 MB
 88%[============================================      ] 214.4/242.7 MB
 88%[============================================      ] 214.4/242.7 MB
 88%[============================================      ] 214.4/242.7 MB
 88%[============================================      ] 214.4/242.7 MB
 88%[============================================      ] 214.4/242.7 MB
 88%[============================================      ] 214.4/242.7 MB
 88%[============================================      ] 214.4/242.7 MB
 88%[============================================      ] 214.5/242.7 MB
 88%[============================================      ] 214.5/242.7 MB
 88%[============================================      ] 214.5/242.7 MB
 88%[============================================      ] 214.5/242.7 MB
 88%[============================================      ] 214.5/242.7 MB
 88%[============================================      ] 214.5/242.7 MB
 88%[============================================      ] 214.5/242.7 MB
 88%[============================================      ] 214.5/242.7 MB
 88%[============================================      ] 214.5/242.7 MB
 88%[============================================      ] 214.5/242.7 MB
 88%[============================================      ] 214.5/242.7 MB
 88%[============================================      ] 214.5/242.7 MB
 88%[============================================      ] 214.5/242.7 MB
 88%[============================================      ] 214.6/242.7 MB
 88%[============================================      ] 214.6/242.7 MB
 88%[============================================      ] 214.6/242.7 MB
 88%[============================================      ] 214.6/242.7 MB
 88%[============================================      ] 214.6/242.7 MB
 88%[============================================      ] 214.6/242.7 MB
 88%[============================================      ] 214.6/242.7 MB
 88%[============================================      ] 214.6/242.7 MB
 88%[============================================      ] 214.6/242.7 MB
 88%[============================================      ] 214.6/242.7 MB
 88%[============================================      ] 214.6/242.7 MB
 88%[============================================      ] 214.6/242.7 MB
 88%[============================================      ] 214.6/242.7 MB
 88%[============================================      ] 214.7/242.7 MB
 88%[============================================      ] 214.7/242.7 MB
 88%[============================================      ] 214.7/242.7 MB
 88%[============================================      ] 214.7/242.7 MB
 88%[============================================      ] 214.7/242.7 MB
 88%[============================================      ] 214.7/242.7 MB
 88%[============================================      ] 214.7/242.7 MB
 88%[============================================      ] 214.7/242.7 MB
 88%[============================================      ] 214.7/242.7 MB
 88%[============================================      ] 214.7/242.7 MB
 88%[============================================      ] 214.7/242.7 MB
 88%[============================================      ] 214.7/242.7 MB
 88%[============================================      ] 214.8/242.7 MB
 88%[============================================      ] 214.8/242.7 MB
 88%[============================================      ] 214.8/242.7 MB
 89%[============================================      ] 214.8/242.7 MB
 89%[============================================      ] 214.8/242.7 MB
 89%[============================================      ] 214.8/242.7 MB
 89%[============================================      ] 214.8/242.7 MB
 89%[============================================      ] 214.8/242.7 MB
 89%[============================================      ] 214.8/242.7 MB
 89%[============================================      ] 214.8/242.7 MB
 89%[============================================      ] 214.8/242.7 MB
 89%[============================================      ] 214.8/242.7 MB
 89%[============================================      ] 214.8/242.7 MB
 89%[============================================      ] 214.9/242.7 MB
 89%[============================================      ] 214.9/242.7 MB
 89%[============================================      ] 214.9/242.7 MB
 89%[============================================      ] 214.9/242.7 MB
 89%[============================================      ] 214.9/242.7 MB
 89%[============================================      ] 214.9/242.7 MB
 89%[============================================      ] 214.9/242.7 MB
 89%[============================================      ] 214.9/242.7 MB
 89%[============================================      ] 214.9/242.7 MB
 89%[============================================      ] 214.9/242.7 MB
 89%[============================================      ] 214.9/242.7 MB
 89%[============================================      ] 214.9/242.7 MB
 89%[============================================      ] 214.9/242.7 MB
 89%[============================================      ] 215.0/242.7 MB
 89%[============================================      ] 215.0/242.7 MB
 89%[============================================      ] 215.0/242.7 MB
 89%[============================================      ] 215.0/242.7 MB
 89%[============================================      ] 215.0/242.7 MB
 89%[============================================      ] 215.0/242.7 MB
 89%[============================================      ] 215.0/242.7 MB
 89%[============================================      ] 215.0/242.7 MB
 89%[============================================      ] 215.0/242.7 MB
 89%[============================================      ] 215.0/242.7 MB
 89%[============================================      ] 215.0/242.7 MB
 89%[============================================      ] 215.0/242.7 MB
 89%[============================================      ] 215.0/242.7 MB
 89%[============================================      ] 215.1/242.7 MB
 89%[============================================      ] 215.1/242.7 MB
 89%[============================================      ] 215.1/242.7 MB
 89%[============================================      ] 215.1/242.7 MB
 89%[============================================      ] 215.1/242.7 MB
 89%[============================================      ] 215.1/242.7 MB
 89%[============================================      ] 215.1/242.7 MB
 89%[============================================      ] 215.1/242.7 MB
 89%[============================================      ] 215.1/242.7 MB
 89%[============================================      ] 215.1/242.7 MB
 89%[============================================      ] 215.1/242.7 MB
 89%[============================================      ] 215.1/242.7 MB
 89%[============================================      ] 215.1/242.7 MB
 89%[============================================      ] 215.2/242.7 MB
 89%[============================================      ] 215.2/242.7 MB
 89%[============================================      ] 215.2/242.7 MB
 89%[============================================      ] 215.2/242.7 MB
 89%[============================================      ] 215.2/242.7 MB
 89%[============================================      ] 215.2/242.7 MB
 89%[============================================      ] 215.2/242.7 MB
 89%[============================================      ] 215.2/242.7 MB
 89%[============================================      ] 215.2/242.7 MB
 89%[============================================      ] 215.2/242.7 MB
 89%[============================================      ] 215.2/242.7 MB
 89%[============================================      ] 215.2/242.7 MB
 89%[============================================      ] 215.2/242.7 MB
 89%[============================================      ] 215.3/242.7 MB
 89%[============================================      ] 215.3/242.7 MB
 89%[============================================      ] 215.3/242.7 MB
 89%[============================================      ] 215.3/242.7 MB
 89%[============================================      ] 215.3/242.7 MB
 89%[============================================      ] 215.3/242.7 MB
 89%[============================================      ] 215.3/242.7 MB
 89%[============================================      ] 215.3/242.7 MB
 89%[============================================      ] 215.3/242.7 MB
 89%[============================================      ] 215.3/242.7 MB
 89%[============================================      ] 215.3/242.7 MB
 89%[============================================      ] 215.3/242.7 MB
 89%[============================================      ] 215.4/242.7 MB
 89%[============================================      ] 215.4/242.7 MB
 89%[============================================      ] 215.4/242.7 MB
 89%[============================================      ] 215.4/242.7 MB
 89%[============================================      ] 215.4/242.7 MB
 89%[============================================      ] 215.4/242.7 MB
 89%[============================================      ] 215.4/242.7 MB
 89%[============================================      ] 215.4/242.7 MB
 89%[============================================      ] 215.4/242.7 MB
 89%[============================================      ] 215.4/242.7 MB
 89%[============================================      ] 215.4/242.7 MB
 89%[============================================      ] 215.4/242.7 MB
 89%[============================================      ] 215.4/242.7 MB
 89%[============================================      ] 215.5/242.7 MB
 89%[============================================      ] 215.5/242.7 MB
 89%[============================================      ] 215.5/242.7 MB
 89%[============================================      ] 215.5/242.7 MB
 89%[============================================      ] 215.5/242.7 MB
 89%[============================================      ] 215.5/242.7 MB
 89%[============================================      ] 215.5/242.7 MB
 89%[============================================      ] 215.5/242.7 MB
 89%[============================================      ] 215.5/242.7 MB
 89%[============================================      ] 215.5/242.7 MB
 89%[============================================      ] 215.5/242.7 MB
 89%[============================================      ] 215.5/242.7 MB
 89%[============================================      ] 215.5/242.7 MB
 89%[============================================      ] 215.6/242.7 MB
 89%[============================================      ] 215.6/242.7 MB
 89%[============================================      ] 215.6/242.7 MB
 89%[============================================      ] 215.6/242.7 MB
 89%[============================================      ] 215.6/242.7 MB
 89%[============================================      ] 215.6/242.7 MB
 89%[============================================      ] 215.6/242.7 MB
 89%[============================================      ] 215.6/242.7 MB
 89%[============================================      ] 215.6/242.7 MB
 89%[============================================      ] 215.6/242.7 MB
 89%[============================================      ] 215.6/242.7 MB
 89%[============================================      ] 215.6/242.7 MB
 89%[============================================      ] 215.6/242.7 MB
 89%[============================================      ] 215.7/242.7 MB
 89%[============================================      ] 215.7/242.7 MB
 89%[============================================      ] 215.7/242.7 MB
 89%[============================================      ] 215.7/242.7 MB
 89%[============================================      ] 215.7/242.7 MB
 89%[============================================      ] 215.7/242.7 MB
 89%[============================================      ] 215.7/242.7 MB
 89%[============================================      ] 215.7/242.7 MB
 89%[============================================      ] 215.7/242.7 MB
 89%[============================================      ] 215.7/242.7 MB
 89%[============================================      ] 215.7/242.7 MB
 89%[============================================      ] 215.7/242.7 MB
 89%[============================================      ] 215.8/242.7 MB
 89%[============================================      ] 215.8/242.7 MB
 89%[============================================      ] 215.8/242.7 MB
 89%[============================================      ] 215.8/242.7 MB
 89%[============================================      ] 215.8/242.7 MB
 89%[============================================      ] 215.8/242.7 MB
 89%[============================================      ] 215.8/242.7 MB
 89%[============================================      ] 215.8/242.7 MB
 89%[============================================      ] 215.8/242.7 MB
 89%[============================================      ] 215.8/242.7 MB
 89%[============================================      ] 215.8/242.7 MB
 89%[============================================      ] 215.8/242.7 MB
 89%[============================================      ] 215.8/242.7 MB
 89%[============================================      ] 215.9/242.7 MB
 89%[============================================      ] 215.9/242.7 MB
 89%[============================================      ] 215.9/242.7 MB
 89%[============================================      ] 215.9/242.7 MB
 89%[============================================      ] 215.9/242.7 MB
 89%[============================================      ] 215.9/242.7 MB
 89%[============================================      ] 215.9/242.7 MB
 89%[============================================      ] 215.9/242.7 MB
 89%[============================================      ] 215.9/242.7 MB
 89%[============================================      ] 215.9/242.7 MB
 89%[============================================      ] 215.9/242.7 MB
 89%[============================================      ] 215.9/242.7 MB
 89%[============================================      ] 215.9/242.7 MB
 89%[============================================      ] 216.0/242.7 MB
 89%[============================================      ] 216.0/242.7 MB
 89%[============================================      ] 216.0/242.7 MB
 89%[============================================      ] 216.0/242.7 MB
 89%[============================================      ] 216.0/242.7 MB
 89%[============================================      ] 216.0/242.7 MB
 89%[============================================      ] 216.0/242.7 MB
 89%[============================================      ] 216.0/242.7 MB
 89%[============================================      ] 216.0/242.7 MB
 89%[============================================      ] 216.0/242.7 MB
 89%[============================================      ] 216.0/242.7 MB
 89%[============================================      ] 216.0/242.7 MB
 89%[============================================      ] 216.0/242.7 MB
 89%[============================================      ] 216.1/242.7 MB
 89%[============================================      ] 216.1/242.7 MB
 89%[============================================      ] 216.1/242.7 MB
 89%[============================================      ] 216.1/242.7 MB
 89%[============================================      ] 216.1/242.7 MB
 89%[============================================      ] 216.1/242.7 MB
 89%[============================================      ] 216.1/242.7 MB
 89%[============================================      ] 216.1/242.7 MB
 89%[============================================      ] 216.1/242.7 MB
 89%[============================================      ] 216.1/242.7 MB
 89%[============================================      ] 216.1/242.7 MB
 89%[============================================      ] 216.1/242.7 MB
 89%[============================================      ] 216.1/242.7 MB
 89%[============================================      ] 216.2/242.7 MB
 89%[============================================      ] 216.2/242.7 MB
 89%[============================================      ] 216.2/242.7 MB
 89%[============================================      ] 216.2/242.7 MB
 89%[============================================      ] 216.2/242.7 MB
 89%[============================================      ] 216.2/242.7 MB
 89%[============================================      ] 216.2/242.7 MB
 89%[============================================      ] 216.2/242.7 MB
 89%[============================================      ] 216.2/242.7 MB
 89%[============================================      ] 216.2/242.7 MB
 89%[============================================      ] 216.2/242.7 MB
 89%[============================================      ] 216.2/242.7 MB
 89%[============================================      ] 216.2/242.7 MB
 89%[============================================      ] 216.3/242.7 MB
 89%[============================================      ] 216.3/242.7 MB
 89%[============================================      ] 216.3/242.7 MB
 89%[============================================      ] 216.3/242.7 MB
 89%[============================================      ] 216.3/242.7 MB
 89%[============================================      ] 216.3/242.7 MB
 89%[============================================      ] 216.3/242.7 MB
 89%[============================================      ] 216.3/242.7 MB
 89%[============================================      ] 216.3/242.7 MB
 89%[============================================      ] 216.3/242.7 MB
 89%[============================================      ] 216.3/242.7 MB
 89%[============================================      ] 216.3/242.7 MB
 89%[============================================      ] 216.4/242.7 MB
 89%[============================================      ] 216.4/242.7 MB
 89%[============================================      ] 216.4/242.7 MB
 89%[============================================      ] 216.4/242.7 MB
 89%[============================================      ] 216.4/242.7 MB
 89%[============================================      ] 216.4/242.7 MB
 89%[============================================      ] 216.4/242.7 MB
 89%[============================================      ] 216.4/242.7 MB
 89%[============================================      ] 216.4/242.7 MB
 89%[============================================      ] 216.4/242.7 MB
 89%[============================================      ] 216.4/242.7 MB
 89%[============================================      ] 216.4/242.7 MB
 89%[============================================      ] 216.4/242.7 MB
 89%[============================================      ] 216.5/242.7 MB
 89%[============================================      ] 216.5/242.7 MB
 89%[============================================      ] 216.5/242.7 MB
 89%[============================================      ] 216.5/242.7 MB
 89%[============================================      ] 216.5/242.7 MB
 89%[============================================      ] 216.5/242.7 MB
 89%[============================================      ] 216.5/242.7 MB
 89%[============================================      ] 216.5/242.7 MB
 89%[============================================      ] 216.5/242.7 MB
 89%[============================================      ] 216.5/242.7 MB
 89%[============================================      ] 216.5/242.7 MB
 89%[============================================      ] 216.5/242.7 MB
 89%[============================================      ] 216.5/242.7 MB
 89%[============================================      ] 216.6/242.7 MB
 89%[============================================      ] 216.6/242.7 MB
 89%[============================================      ] 216.6/242.7 MB
 89%[============================================      ] 216.6/242.7 MB
 89%[============================================      ] 216.6/242.7 MB
 89%[============================================      ] 216.6/242.7 MB
 89%[============================================      ] 216.6/242.7 MB
 89%[============================================      ] 216.6/242.7 MB
 89%[============================================      ] 216.6/242.7 MB
 89%[============================================      ] 216.6/242.7 MB
 89%[============================================      ] 216.6/242.7 MB
 89%[============================================      ] 216.6/242.7 MB
 89%[============================================      ] 216.6/242.7 MB
 89%[============================================      ] 216.7/242.7 MB
 89%[============================================      ] 216.7/242.7 MB
 89%[============================================      ] 216.7/242.7 MB
 89%[============================================      ] 216.7/242.7 MB
 89%[============================================      ] 216.7/242.7 MB
 89%[============================================      ] 216.7/242.7 MB
 89%[============================================      ] 216.7/242.7 MB
 89%[============================================      ] 216.7/242.7 MB
 89%[============================================      ] 216.7/242.7 MB
 89%[============================================      ] 216.7/242.7 MB
 89%[============================================      ] 216.7/242.7 MB
 89%[============================================      ] 216.7/242.7 MB
 89%[============================================      ] 216.8/242.7 MB
 89%[============================================      ] 216.8/242.7 MB
 89%[============================================      ] 216.8/242.7 MB
 89%[============================================      ] 216.8/242.7 MB
 89%[============================================      ] 216.8/242.7 MB
 89%[============================================      ] 216.8/242.7 MB
 89%[============================================      ] 216.8/242.7 MB
 89%[============================================      ] 216.8/242.7 MB
 89%[============================================      ] 216.8/242.7 MB
 89%[============================================      ] 216.8/242.7 MB
 89%[============================================      ] 216.8/242.7 MB
 89%[============================================      ] 216.8/242.7 MB
 89%[============================================      ] 216.8/242.7 MB
 89%[============================================      ] 216.9/242.7 MB
 89%[============================================      ] 216.9/242.7 MB
 89%[============================================      ] 216.9/242.7 MB
 89%[============================================      ] 216.9/242.7 MB
 89%[============================================      ] 216.9/242.7 MB
 89%[============================================      ] 216.9/242.7 MB
 89%[============================================      ] 216.9/242.7 MB
 89%[============================================      ] 216.9/242.7 MB
 89%[============================================      ] 216.9/242.7 MB
 89%[============================================      ] 216.9/242.7 MB
 89%[============================================      ] 216.9/242.7 MB
 89%[============================================      ] 216.9/242.7 MB
 89%[============================================      ] 216.9/242.7 MB
 89%[============================================      ] 217.0/242.7 MB
 89%[============================================      ] 217.0/242.7 MB
 89%[============================================      ] 217.0/242.7 MB
 89%[============================================      ] 217.0/242.7 MB
 89%[============================================      ] 217.0/242.7 MB
 89%[============================================      ] 217.0/242.7 MB
 89%[============================================      ] 217.0/242.7 MB
 89%[============================================      ] 217.0/242.7 MB
 89%[============================================      ] 217.0/242.7 MB
 89%[============================================      ] 217.0/242.7 MB
 89%[============================================      ] 217.0/242.7 MB
 89%[============================================      ] 217.0/242.7 MB
 89%[============================================      ] 217.0/242.7 MB
 89%[============================================      ] 217.1/242.7 MB
 89%[============================================      ] 217.1/242.7 MB
 89%[============================================      ] 217.1/242.7 MB
 89%[============================================      ] 217.1/242.7 MB
 89%[============================================      ] 217.1/242.7 MB
 89%[============================================      ] 217.1/242.7 MB
 89%[============================================      ] 217.1/242.7 MB
 89%[============================================      ] 217.1/242.7 MB
 89%[============================================      ] 217.1/242.7 MB
 89%[============================================      ] 217.1/242.7 MB
 89%[============================================      ] 217.1/242.7 MB
 89%[============================================      ] 217.1/242.7 MB
 89%[============================================      ] 217.1/242.7 MB
 89%[============================================      ] 217.2/242.7 MB
 89%[============================================      ] 217.2/242.7 MB
 89%[============================================      ] 217.2/242.7 MB
 89%[============================================      ] 217.2/242.7 MB
 89%[============================================      ] 217.2/242.7 MB
 89%[============================================      ] 217.2/242.7 MB
 90%[============================================      ] 217.2/242.7 MB
 90%[============================================      ] 217.2/242.7 MB
 90%[============================================      ] 217.2/242.7 MB
 90%[============================================      ] 217.2/242.7 MB
 90%[============================================      ] 217.2/242.7 MB
 90%[============================================      ] 217.2/242.7 MB
 90%[============================================      ] 217.2/242.7 MB
 90%[============================================      ] 217.3/242.7 MB
 90%[============================================      ] 217.3/242.7 MB
 90%[============================================      ] 217.3/242.7 MB
 90%[============================================      ] 217.3/242.7 MB
 90%[============================================      ] 217.3/242.7 MB
 90%[============================================      ] 217.3/242.7 MB
 90%[============================================      ] 217.3/242.7 MB
 90%[============================================      ] 217.3/242.7 MB
 90%[============================================      ] 217.3/242.7 MB
 90%[============================================      ] 217.3/242.7 MB
 90%[============================================      ] 217.3/242.7 MB
 90%[============================================      ] 217.3/242.7 MB
 90%[============================================      ] 217.4/242.7 MB
 90%[============================================      ] 217.4/242.7 MB
 90%[============================================      ] 217.4/242.7 MB
 90%[============================================      ] 217.4/242.7 MB
 90%[============================================      ] 217.4/242.7 MB
 90%[============================================      ] 217.4/242.7 MB
 90%[============================================      ] 217.4/242.7 MB
 90%[============================================      ] 217.4/242.7 MB
 90%[============================================      ] 217.4/242.7 MB
 90%[============================================      ] 217.4/242.7 MB
 90%[============================================      ] 217.4/242.7 MB
 90%[============================================      ] 217.4/242.7 MB
 90%[============================================      ] 217.4/242.7 MB
 90%[============================================      ] 217.5/242.7 MB
 90%[============================================      ] 217.5/242.7 MB
 90%[============================================      ] 217.5/242.7 MB
 90%[============================================      ] 217.5/242.7 MB
 90%[============================================      ] 217.5/242.7 MB
 90%[============================================      ] 217.5/242.7 MB
 90%[============================================      ] 217.5/242.7 MB
 90%[============================================      ] 217.5/242.7 MB
 90%[============================================      ] 217.5/242.7 MB
 90%[============================================      ] 217.5/242.7 MB
 90%[============================================      ] 217.5/242.7 MB
 90%[============================================      ] 217.5/242.7 MB
 90%[============================================      ] 217.5/242.7 MB
 90%[============================================      ] 217.6/242.7 MB
 90%[============================================      ] 217.6/242.7 MB
 90%[============================================      ] 217.6/242.7 MB
 90%[============================================      ] 217.6/242.7 MB
 90%[============================================      ] 217.6/242.7 MB
 90%[============================================      ] 217.6/242.7 MB
 90%[============================================      ] 217.6/242.7 MB
 90%[============================================      ] 217.6/242.7 MB
 90%[============================================      ] 217.6/242.7 MB
 90%[============================================      ] 217.6/242.7 MB
 90%[============================================      ] 217.6/242.7 MB
 90%[============================================      ] 217.6/242.7 MB
 90%[============================================      ] 217.6/242.7 MB
 90%[============================================      ] 217.7/242.7 MB
 90%[============================================      ] 217.7/242.7 MB
 90%[============================================      ] 217.7/242.7 MB
 90%[============================================      ] 217.7/242.7 MB
 90%[============================================      ] 217.7/242.7 MB
 90%[============================================      ] 217.7/242.7 MB
 90%[============================================      ] 217.7/242.7 MB
 90%[============================================      ] 217.7/242.7 MB
 90%[============================================      ] 217.7/242.7 MB
 90%[============================================      ] 217.7/242.7 MB
 90%[============================================      ] 217.7/242.7 MB
 90%[============================================      ] 217.7/242.7 MB
 90%[============================================      ] 217.8/242.7 MB
 90%[============================================      ] 217.8/242.7 MB
 90%[============================================      ] 217.8/242.7 MB
 90%[============================================      ] 217.8/242.7 MB
 90%[============================================      ] 217.8/242.7 MB
 90%[============================================      ] 217.8/242.7 MB
 90%[============================================      ] 217.8/242.7 MB
 90%[============================================      ] 217.8/242.7 MB
 90%[============================================      ] 217.8/242.7 MB
 90%[============================================      ] 217.8/242.7 MB
 90%[============================================      ] 217.8/242.7 MB
 90%[============================================      ] 217.8/242.7 MB
 90%[============================================      ] 217.8/242.7 MB
 90%[============================================      ] 217.9/242.7 MB
 90%[============================================      ] 217.9/242.7 MB
 90%[============================================      ] 217.9/242.7 MB
 90%[============================================      ] 217.9/242.7 MB
 90%[============================================      ] 217.9/242.7 MB
 90%[============================================      ] 217.9/242.7 MB
 90%[============================================      ] 217.9/242.7 MB
 90%[============================================      ] 217.9/242.7 MB
 90%[============================================      ] 217.9/242.7 MB
 90%[============================================      ] 217.9/242.7 MB
 90%[============================================      ] 217.9/242.7 MB
 90%[============================================      ] 217.9/242.7 MB
 90%[============================================      ] 217.9/242.7 MB
 90%[============================================      ] 218.0/242.7 MB
 90%[============================================      ] 218.0/242.7 MB
 90%[============================================      ] 218.0/242.7 MB
 90%[============================================      ] 218.0/242.7 MB
 90%[============================================      ] 218.0/242.7 MB
 90%[============================================      ] 218.0/242.7 MB
 90%[============================================      ] 218.0/242.7 MB
 90%[============================================      ] 218.0/242.7 MB
 90%[============================================      ] 218.0/242.7 MB
 90%[============================================      ] 218.0/242.7 MB
 90%[============================================      ] 218.0/242.7 MB
 90%[============================================      ] 218.0/242.7 MB
 90%[============================================      ] 218.0/242.7 MB
 90%[============================================      ] 218.1/242.7 MB
 90%[============================================      ] 218.1/242.7 MB
 90%[============================================      ] 218.1/242.7 MB
 90%[============================================      ] 218.1/242.7 MB
 90%[============================================      ] 218.1/242.7 MB
 90%[============================================      ] 218.1/242.7 MB
 90%[============================================      ] 218.1/242.7 MB
 90%[============================================      ] 218.1/242.7 MB
 90%[============================================      ] 218.1/242.7 MB
 90%[============================================      ] 218.1/242.7 MB
 90%[============================================      ] 218.1/242.7 MB
 90%[============================================      ] 218.1/242.7 MB
 90%[============================================      ] 218.1/242.7 MB
 90%[============================================      ] 218.2/242.7 MB
 90%[============================================      ] 218.2/242.7 MB
 90%[============================================      ] 218.2/242.7 MB
 90%[============================================      ] 218.2/242.7 MB
 90%[============================================      ] 218.2/242.7 MB
 90%[============================================      ] 218.2/242.7 MB
 90%[============================================      ] 218.2/242.7 MB
 90%[============================================      ] 218.2/242.7 MB
 90%[============================================      ] 218.2/242.7 MB
 90%[============================================      ] 218.2/242.7 MB
 90%[============================================      ] 218.2/242.7 MB
 90%[============================================      ] 218.2/242.7 MB
 90%[============================================      ] 218.2/242.7 MB
 90%[============================================      ] 218.3/242.7 MB
 90%[============================================      ] 218.3/242.7 MB
 90%[============================================      ] 218.3/242.7 MB
 90%[============================================      ] 218.3/242.7 MB
 90%[============================================      ] 218.3/242.7 MB
 90%[============================================      ] 218.3/242.7 MB
 90%[============================================      ] 218.3/242.7 MB
 90%[============================================      ] 218.3/242.7 MB
 90%[============================================      ] 218.3/242.7 MB
 90%[============================================      ] 218.3/242.7 MB
 90%[============================================      ] 218.3/242.7 MB
 90%[============================================      ] 218.3/242.7 MB
 90%[============================================      ] 218.4/242.7 MB
 90%[============================================      ] 218.4/242.7 MB
 90%[============================================      ] 218.4/242.7 MB
 90%[============================================      ] 218.4/242.7 MB
 90%[============================================      ] 218.4/242.7 MB
 90%[============================================      ] 218.4/242.7 MB
 90%[============================================      ] 218.4/242.7 MB
 90%[============================================      ] 218.4/242.7 MB
 90%[=============================================     ] 218.4/242.7 MB
 90%[=============================================     ] 218.4/242.7 MB
 90%[=============================================     ] 218.4/242.7 MB
 90%[=============================================     ] 218.4/242.7 MB
 90%[=============================================     ] 218.4/242.7 MB
 90%[=============================================     ] 218.5/242.7 MB
 90%[=============================================     ] 218.5/242.7 MB
 90%[=============================================     ] 218.5/242.7 MB
 90%[=============================================     ] 218.5/242.7 MB
 90%[=============================================     ] 218.5/242.7 MB
 90%[=============================================     ] 218.5/242.7 MB
 90%[=============================================     ] 218.5/242.7 MB
 90%[=============================================     ] 218.5/242.7 MB
 90%[=============================================     ] 218.5/242.7 MB
 90%[=============================================     ] 218.5/242.7 MB
 90%[=============================================     ] 218.5/242.7 MB
 90%[=============================================     ] 218.5/242.7 MB
 90%[=============================================     ] 218.5/242.7 MB
 90%[=============================================     ] 218.6/242.7 MB
 90%[=============================================     ] 218.6/242.7 MB
 90%[=============================================     ] 218.6/242.7 MB
 90%[=============================================     ] 218.6/242.7 MB
 90%[=============================================     ] 218.6/242.7 MB
 90%[=============================================     ] 218.6/242.7 MB
 90%[=============================================     ] 218.6/242.7 MB
 90%[=============================================     ] 218.6/242.7 MB
 90%[=============================================     ] 218.6/242.7 MB
 90%[=============================================     ] 218.6/242.7 MB
 90%[=============================================     ] 218.6/242.7 MB
 90%[=============================================     ] 218.6/242.7 MB
 90%[=============================================     ] 218.6/242.7 MB
 90%[=============================================     ] 218.7/242.7 MB
 90%[=============================================     ] 218.7/242.7 MB
 90%[=============================================     ] 218.7/242.7 MB
 90%[=============================================     ] 218.7/242.7 MB
 90%[=============================================     ] 218.7/242.7 MB
 90%[=============================================     ] 218.7/242.7 MB
 90%[=============================================     ] 218.7/242.7 MB
 90%[=============================================     ] 218.7/242.7 MB
 90%[=============================================     ] 218.7/242.7 MB
 90%[=============================================     ] 218.7/242.7 MB
 90%[=============================================     ] 218.7/242.7 MB
 90%[=============================================     ] 218.7/242.7 MB
 90%[=============================================     ] 218.8/242.7 MB
 90%[=============================================     ] 218.8/242.7 MB
 90%[=============================================     ] 218.8/242.7 MB
 90%[=============================================     ] 218.8/242.7 MB
 90%[=============================================     ] 218.8/242.7 MB
 90%[=============================================     ] 218.8/242.7 MB
 90%[=============================================     ] 218.8/242.7 MB
 90%[=============================================     ] 218.8/242.7 MB
 90%[=============================================     ] 218.8/242.7 MB
 90%[=============================================     ] 218.8/242.7 MB
 90%[=============================================     ] 218.8/242.7 MB
 90%[=============================================     ] 218.8/242.7 MB
 90%[=============================================     ] 218.8/242.7 MB
 90%[=============================================     ] 218.9/242.7 MB
 90%[=============================================     ] 218.9/242.7 MB
 90%[=============================================     ] 218.9/242.7 MB
 90%[=============================================     ] 218.9/242.7 MB
 90%[=============================================     ] 218.9/242.7 MB
 90%[=============================================     ] 218.9/242.7 MB
 90%[=============================================     ] 218.9/242.7 MB
 90%[=============================================     ] 218.9/242.7 MB
 90%[=============================================     ] 218.9/242.7 MB
 90%[=============================================     ] 218.9/242.7 MB
 90%[=============================================     ] 218.9/242.7 MB
 90%[=============================================     ] 218.9/242.7 MB
 90%[=============================================     ] 218.9/242.7 MB
 90%[=============================================     ] 219.0/242.7 MB
 90%[=============================================     ] 219.0/242.7 MB
 90%[=============================================     ] 219.0/242.7 MB
 90%[=============================================     ] 219.0/242.7 MB
 90%[=============================================     ] 219.0/242.7 MB
 90%[=============================================     ] 219.0/242.7 MB
 90%[=============================================     ] 219.0/242.7 MB
 90%[=============================================     ] 219.0/242.7 MB
 90%[=============================================     ] 219.0/242.7 MB
 90%[=============================================     ] 219.0/242.7 MB
 90%[=============================================     ] 219.0/242.7 MB
 90%[=============================================     ] 219.0/242.7 MB
 90%[=============================================     ] 219.0/242.7 MB
 90%[=============================================     ] 219.1/242.7 MB
 90%[=============================================     ] 219.1/242.7 MB
 90%[=============================================     ] 219.1/242.7 MB
 90%[=============================================     ] 219.1/242.7 MB
 90%[=============================================     ] 219.1/242.7 MB
 90%[=============================================     ] 219.1/242.7 MB
 90%[=============================================     ] 219.1/242.7 MB
 90%[=============================================     ] 219.1/242.7 MB
 90%[=============================================     ] 219.1/242.7 MB
 90%[=============================================     ] 219.1/242.7 MB
 90%[=============================================     ] 219.1/242.7 MB
 90%[=============================================     ] 219.1/242.7 MB
 90%[=============================================     ] 219.1/242.7 MB
 90%[=============================================     ] 219.2/242.7 MB
 90%[=============================================     ] 219.2/242.7 MB
 90%[=============================================     ] 219.2/242.7 MB
 90%[=============================================     ] 219.2/242.7 MB
 90%[=============================================     ] 219.2/242.7 MB
 90%[=============================================     ] 219.2/242.7 MB
 90%[=============================================     ] 219.2/242.7 MB
 90%[=============================================     ] 219.2/242.7 MB
 90%[=============================================     ] 219.2/242.7 MB
 90%[=============================================     ] 219.2/242.7 MB
 90%[=============================================     ] 219.2/242.7 MB
 90%[=============================================     ] 219.2/242.7 MB
 90%[=============================================     ] 219.2/242.7 MB
 90%[=============================================     ] 219.3/242.7 MB
 90%[=============================================     ] 219.3/242.7 MB
 90%[=============================================     ] 219.3/242.7 MB
 90%[=============================================     ] 219.3/242.7 MB
 90%[=============================================     ] 219.3/242.7 MB
 90%[=============================================     ] 219.3/242.7 MB
 90%[=============================================     ] 219.3/242.7 MB
 90%[=============================================     ] 219.3/242.7 MB
 90%[=============================================     ] 219.3/242.7 MB
 90%[=============================================     ] 219.3/242.7 MB
 90%[=============================================     ] 219.3/242.7 MB
 90%[=============================================     ] 219.3/242.7 MB
 90%[=============================================     ] 219.4/242.7 MB
 90%[=============================================     ] 219.4/242.7 MB
 90%[=============================================     ] 219.4/242.7 MB
 90%[=============================================     ] 219.4/242.7 MB
 90%[=============================================     ] 219.4/242.7 MB
 90%[=============================================     ] 219.4/242.7 MB
 90%[=============================================     ] 219.4/242.7 MB
 90%[=============================================     ] 219.4/242.7 MB
 90%[=============================================     ] 219.4/242.7 MB
 90%[=============================================     ] 219.4/242.7 MB
 90%[=============================================     ] 219.4/242.7 MB
 90%[=============================================     ] 219.4/242.7 MB
 90%[=============================================     ] 219.4/242.7 MB
 90%[=============================================     ] 219.5/242.7 MB
 90%[=============================================     ] 219.5/242.7 MB
 90%[=============================================     ] 219.5/242.7 MB
 90%[=============================================     ] 219.5/242.7 MB
 90%[=============================================     ] 219.5/242.7 MB
 90%[=============================================     ] 219.5/242.7 MB
 90%[=============================================     ] 219.5/242.7 MB
 90%[=============================================     ] 219.5/242.7 MB
 90%[=============================================     ] 219.5/242.7 MB
 90%[=============================================     ] 219.5/242.7 MB
 90%[=============================================     ] 219.5/242.7 MB
 90%[=============================================     ] 219.5/242.7 MB
 90%[=============================================     ] 219.5/242.7 MB
 90%[=============================================     ] 219.6/242.7 MB
 90%[=============================================     ] 219.6/242.7 MB
 90%[=============================================     ] 219.6/242.7 MB
 90%[=============================================     ] 219.6/242.7 MB
 90%[=============================================     ] 219.6/242.7 MB
 90%[=============================================     ] 219.6/242.7 MB
 90%[=============================================     ] 219.6/242.7 MB
 90%[=============================================     ] 219.6/242.7 MB
 90%[=============================================     ] 219.6/242.7 MB
 91%[=============================================     ] 219.6/242.7 MB
 91%[=============================================     ] 219.6/242.7 MB
 91%[=============================================     ] 219.6/242.7 MB
 91%[=============================================     ] 219.6/242.7 MB
 91%[=============================================     ] 219.7/242.7 MB
 91%[=============================================     ] 219.7/242.7 MB
 91%[=============================================     ] 219.7/242.7 MB
 91%[=============================================     ] 219.7/242.7 MB
 91%[=============================================     ] 219.7/242.7 MB
 91%[=============================================     ] 219.7/242.7 MB
 91%[=============================================     ] 219.7/242.7 MB
 91%[=============================================     ] 219.7/242.7 MB
 91%[=============================================     ] 219.7/242.7 MB
 91%[=============================================     ] 219.7/242.7 MB
 91%[=============================================     ] 219.7/242.7 MB
 91%[=============================================     ] 219.7/242.7 MB
 91%[=============================================     ] 219.8/242.7 MB
 91%[=============================================     ] 219.8/242.7 MB
 91%[=============================================     ] 219.8/242.7 MB
 91%[=============================================     ] 219.8/242.7 MB
 91%[=============================================     ] 219.8/242.7 MB
 91%[=============================================     ] 219.8/242.7 MB
 91%[=============================================     ] 219.8/242.7 MB
 91%[=============================================     ] 219.8/242.7 MB
 91%[=============================================     ] 219.8/242.7 MB
 91%[=============================================     ] 219.8/242.7 MB
 91%[=============================================     ] 219.8/242.7 MB
 91%[=============================================     ] 219.8/242.7 MB
 91%[=============================================     ] 219.8/242.7 MB
 91%[=============================================     ] 219.9/242.7 MB
 91%[=============================================     ] 219.9/242.7 MB
 91%[=============================================     ] 219.9/242.7 MB
 91%[=============================================     ] 219.9/242.7 MB
 91%[=============================================     ] 219.9/242.7 MB
 91%[=============================================     ] 219.9/242.7 MB
 91%[=============================================     ] 219.9/242.7 MB
 91%[=============================================     ] 219.9/242.7 MB
 91%[=============================================     ] 219.9/242.7 MB
 91%[=============================================     ] 219.9/242.7 MB
 91%[=============================================     ] 219.9/242.7 MB
 91%[=============================================     ] 219.9/242.7 MB
 91%[=============================================     ] 219.9/242.7 MB
 91%[=============================================     ] 220.0/242.7 MB
 91%[=============================================     ] 220.0/242.7 MB
 91%[=============================================     ] 220.0/242.7 MB
 91%[=============================================     ] 220.0/242.7 MB
 91%[=============================================     ] 220.0/242.7 MB
 91%[=============================================     ] 220.0/242.7 MB
 91%[=============================================     ] 220.0/242.7 MB
 91%[=============================================     ] 220.0/242.7 MB
 91%[=============================================     ] 220.0/242.7 MB
 91%[=============================================     ] 220.0/242.7 MB
 91%[=============================================     ] 220.0/242.7 MB
 91%[=============================================     ] 220.0/242.7 MB
 91%[=============================================     ] 220.0/242.7 MB
 91%[=============================================     ] 220.1/242.7 MB
 91%[=============================================     ] 220.1/242.7 MB
 91%[=============================================     ] 220.1/242.7 MB
 91%[=============================================     ] 220.1/242.7 MB
 91%[=============================================     ] 220.1/242.7 MB
 91%[=============================================     ] 220.1/242.7 MB
 91%[=============================================     ] 220.1/242.7 MB
 91%[=============================================     ] 220.1/242.7 MB
 91%[=============================================     ] 220.1/242.7 MB
 91%[=============================================     ] 220.1/242.7 MB
 91%[=============================================     ] 220.1/242.7 MB
 91%[=============================================     ] 220.1/242.7 MB
 91%[=============================================     ] 220.1/242.7 MB
 91%[=============================================     ] 220.2/242.7 MB
 91%[=============================================     ] 220.2/242.7 MB
 91%[=============================================     ] 220.2/242.7 MB
 91%[=============================================     ] 220.2/242.7 MB
 91%[=============================================     ] 220.2/242.7 MB
 91%[=============================================     ] 220.2/242.7 MB
 91%[=============================================     ] 220.2/242.7 MB
 91%[=============================================     ] 220.2/242.7 MB
 91%[=============================================     ] 220.2/242.7 MB
 91%[=============================================     ] 220.2/242.7 MB
 91%[=============================================     ] 220.2/242.7 MB
 91%[=============================================     ] 220.2/242.7 MB
 91%[=============================================     ] 220.2/242.7 MB
 91%[=============================================     ] 220.3/242.7 MB
 91%[=============================================     ] 220.3/242.7 MB
 91%[=============================================     ] 220.3/242.7 MB
 91%[=============================================     ] 220.3/242.7 MB
 91%[=============================================     ] 220.3/242.7 MB
 91%[=============================================     ] 220.3/242.7 MB
 91%[=============================================     ] 220.3/242.7 MB
 91%[=============================================     ] 220.3/242.7 MB
 91%[=============================================     ] 220.3/242.7 MB
 91%[=============================================     ] 220.3/242.7 MB
 91%[=============================================     ] 220.3/242.7 MB
 91%[=============================================     ] 220.3/242.7 MB
 91%[=============================================     ] 220.4/242.7 MB
 91%[=============================================     ] 220.4/242.7 MB
 91%[=============================================     ] 220.4/242.7 MB
 91%[=============================================     ] 220.4/242.7 MB
 91%[=============================================     ] 220.4/242.7 MB
 91%[=============================================     ] 220.4/242.7 MB
 91%[=============================================     ] 220.4/242.7 MB
 91%[=============================================     ] 220.4/242.7 MB
 91%[=============================================     ] 220.4/242.7 MB
 91%[=============================================     ] 220.4/242.7 MB
 91%[=============================================     ] 220.4/242.7 MB
 91%[=============================================     ] 220.4/242.7 MB
 91%[=============================================     ] 220.4/242.7 MB
 91%[=============================================     ] 220.5/242.7 MB
 91%[=============================================     ] 220.5/242.7 MB
 91%[=============================================     ] 220.5/242.7 MB
 91%[=============================================     ] 220.5/242.7 MB
 91%[=============================================     ] 220.5/242.7 MB
 91%[=============================================     ] 220.5/242.7 MB
 91%[=============================================     ] 220.5/242.7 MB
 91%[=============================================     ] 220.5/242.7 MB
 91%[=============================================     ] 220.5/242.7 MB
 91%[=============================================     ] 220.5/242.7 MB
 91%[=============================================     ] 220.5/242.7 MB
 91%[=============================================     ] 220.5/242.7 MB
 91%[=============================================     ] 220.5/242.7 MB
 91%[=============================================     ] 220.6/242.7 MB
 91%[=============================================     ] 220.6/242.7 MB
 91%[=============================================     ] 220.6/242.7 MB
 91%[=============================================     ] 220.6/242.7 MB
 91%[=============================================     ] 220.6/242.7 MB
 91%[=============================================     ] 220.6/242.7 MB
 91%[=============================================     ] 220.6/242.7 MB
 91%[=============================================     ] 220.6/242.7 MB
 91%[=============================================     ] 220.6/242.7 MB
 91%[=============================================     ] 220.6/242.7 MB
 91%[=============================================     ] 220.6/242.7 MB
 91%[=============================================     ] 220.6/242.7 MB
 91%[=============================================     ] 220.6/242.7 MB
 91%[=============================================     ] 220.7/242.7 MB
 91%[=============================================     ] 220.7/242.7 MB
 91%[=============================================     ] 220.7/242.7 MB
 91%[=============================================     ] 220.7/242.7 MB
 91%[=============================================     ] 220.7/242.7 MB
 91%[=============================================     ] 220.7/242.7 MB
 91%[=============================================     ] 220.7/242.7 MB
 91%[=============================================     ] 220.7/242.7 MB
 91%[=============================================     ] 220.7/242.7 MB
 91%[=============================================     ] 220.7/242.7 MB
 91%[=============================================     ] 220.7/242.7 MB
 91%[=============================================     ] 220.7/242.7 MB
 91%[=============================================     ] 220.8/242.7 MB
 91%[=============================================     ] 220.8/242.7 MB
 91%[=============================================     ] 220.8/242.7 MB
 91%[=============================================     ] 220.8/242.7 MB
 91%[=============================================     ] 220.8/242.7 MB
 91%[=============================================     ] 220.8/242.7 MB
 91%[=============================================     ] 220.8/242.7 MB
 91%[=============================================     ] 220.8/242.7 MB
 91%[=============================================     ] 220.8/242.7 MB
 91%[=============================================     ] 220.8/242.7 MB
 91%[=============================================     ] 220.8/242.7 MB
 91%[=============================================     ] 220.8/242.7 MB
 91%[=============================================     ] 220.8/242.7 MB
 91%[=============================================     ] 220.9/242.7 MB
 91%[=============================================     ] 220.9/242.7 MB
 91%[=============================================     ] 220.9/242.7 MB
 91%[=============================================     ] 220.9/242.7 MB
 91%[=============================================     ] 220.9/242.7 MB
 91%[=============================================     ] 220.9/242.7 MB
 91%[=============================================     ] 220.9/242.7 MB
 91%[=============================================     ] 220.9/242.7 MB
 91%[=============================================     ] 220.9/242.7 MB
 91%[=============================================     ] 220.9/242.7 MB
 91%[=============================================     ] 220.9/242.7 MB
 91%[=============================================     ] 220.9/242.7 MB
 91%[=============================================     ] 220.9/242.7 MB
 91%[=============================================     ] 221.0/242.7 MB
 91%[=============================================     ] 221.0/242.7 MB
 91%[=============================================     ] 221.0/242.7 MB
 91%[=============================================     ] 221.0/242.7 MB
 91%[=============================================     ] 221.0/242.7 MB
 91%[=============================================     ] 221.0/242.7 MB
 91%[=============================================     ] 221.0/242.7 MB
 91%[=============================================     ] 221.0/242.7 MB
 91%[=============================================     ] 221.0/242.7 MB
 91%[=============================================     ] 221.0/242.7 MB
 91%[=============================================     ] 221.0/242.7 MB
 91%[=============================================     ] 221.0/242.7 MB
 91%[=============================================     ] 221.0/242.7 MB
 91%[=============================================     ] 221.1/242.7 MB
 91%[=============================================     ] 221.1/242.7 MB
 91%[=============================================     ] 221.1/242.7 MB
 91%[=============================================     ] 221.1/242.7 MB
 91%[=============================================     ] 221.1/242.7 MB
 91%[=============================================     ] 221.1/242.7 MB
 91%[=============================================     ] 221.1/242.7 MB
 91%[=============================================     ] 221.1/242.7 MB
 91%[=============================================     ] 221.1/242.7 MB
 91%[=============================================     ] 221.1/242.7 MB
 91%[=============================================     ] 221.1/242.7 MB
 91%[=============================================     ] 221.1/242.7 MB
 91%[=============================================     ] 221.1/242.7 MB
 91%[=============================================     ] 221.2/242.7 MB
 91%[=============================================     ] 221.2/242.7 MB
 91%[=============================================     ] 221.2/242.7 MB
 91%[=============================================     ] 221.2/242.7 MB
 91%[=============================================     ] 221.2/242.7 MB
 91%[=============================================     ] 221.2/242.7 MB
 91%[=============================================     ] 221.2/242.7 MB
 91%[=============================================     ] 221.2/242.7 MB
 91%[=============================================     ] 221.2/242.7 MB
 91%[=============================================     ] 221.2/242.7 MB
 91%[=============================================     ] 221.2/242.7 MB
 91%[=============================================     ] 221.2/242.7 MB
 91%[=============================================     ] 221.2/242.7 MB
 91%[=============================================     ] 221.3/242.7 MB
 91%[=============================================     ] 221.3/242.7 MB
 91%[=============================================     ] 221.3/242.7 MB
 91%[=============================================     ] 221.3/242.7 MB
 91%[=============================================     ] 221.3/242.7 MB
 91%[=============================================     ] 221.3/242.7 MB
 91%[=============================================     ] 221.3/242.7 MB
 91%[=============================================     ] 221.3/242.7 MB
 91%[=============================================     ] 221.3/242.7 MB
 91%[=============================================     ] 221.3/242.7 MB
 91%[=============================================     ] 221.3/242.7 MB
 91%[=============================================     ] 221.3/242.7 MB
 91%[=============================================     ] 221.4/242.7 MB
 91%[=============================================     ] 221.4/242.7 MB
 91%[=============================================     ] 221.4/242.7 MB
 91%[=============================================     ] 221.4/242.7 MB
 91%[=============================================     ] 221.4/242.7 MB
 91%[=============================================     ] 221.4/242.7 MB
 91%[=============================================     ] 221.4/242.7 MB
 91%[=============================================     ] 221.4/242.7 MB
 91%[=============================================     ] 221.4/242.7 MB
 91%[=============================================     ] 221.4/242.7 MB
 91%[=============================================     ] 221.4/242.7 MB
 91%[=============================================     ] 221.4/242.7 MB
 91%[=============================================     ] 221.4/242.7 MB
 91%[=============================================     ] 221.5/242.7 MB
 91%[=============================================     ] 221.5/242.7 MB
 91%[=============================================     ] 221.5/242.7 MB
 91%[=============================================     ] 221.5/242.7 MB
 91%[=============================================     ] 221.5/242.7 MB
 91%[=============================================     ] 221.5/242.7 MB
 91%[=============================================     ] 221.5/242.7 MB
 91%[=============================================     ] 221.5/242.7 MB
 91%[=============================================     ] 221.5/242.7 MB
 91%[=============================================     ] 221.5/242.7 MB
 91%[=============================================     ] 221.5/242.7 MB
 91%[=============================================     ] 221.5/242.7 MB
 91%[=============================================     ] 221.5/242.7 MB
 91%[=============================================     ] 221.6/242.7 MB
 91%[=============================================     ] 221.6/242.7 MB
 91%[=============================================     ] 221.6/242.7 MB
 91%[=============================================     ] 221.6/242.7 MB
 91%[=============================================     ] 221.6/242.7 MB
 91%[=============================================     ] 221.6/242.7 MB
 91%[=============================================     ] 221.6/242.7 MB
 91%[=============================================     ] 221.6/242.7 MB
 91%[=============================================     ] 221.6/242.7 MB
 91%[=============================================     ] 221.6/242.7 MB
 91%[=============================================     ] 221.6/242.7 MB
 91%[=============================================     ] 221.6/242.7 MB
 91%[=============================================     ] 221.6/242.7 MB
 91%[=============================================     ] 221.7/242.7 MB
 91%[=============================================     ] 221.7/242.7 MB
 91%[=============================================     ] 221.7/242.7 MB
 91%[=============================================     ] 221.7/242.7 MB
 91%[=============================================     ] 221.7/242.7 MB
 91%[=============================================     ] 221.7/242.7 MB
 91%[=============================================     ] 221.7/242.7 MB
 91%[=============================================     ] 221.7/242.7 MB
 91%[=============================================     ] 221.7/242.7 MB
 91%[=============================================     ] 221.7/242.7 MB
 91%[=============================================     ] 221.7/242.7 MB
 91%[=============================================     ] 221.7/242.7 MB
 91%[=============================================     ] 221.8/242.7 MB
 91%[=============================================     ] 221.8/242.7 MB
 91%[=============================================     ] 221.8/242.7 MB
 91%[=============================================     ] 221.8/242.7 MB
 91%[=============================================     ] 221.8/242.7 MB
 91%[=============================================     ] 221.8/242.7 MB
 91%[=============================================     ] 221.8/242.7 MB
 91%[=============================================     ] 221.8/242.7 MB
 91%[=============================================     ] 221.8/242.7 MB
 91%[=============================================     ] 221.8/242.7 MB
 91%[=============================================     ] 221.8/242.7 MB
 91%[=============================================     ] 221.8/242.7 MB
 91%[=============================================     ] 221.8/242.7 MB
 91%[=============================================     ] 221.9/242.7 MB
 91%[=============================================     ] 221.9/242.7 MB
 91%[=============================================     ] 221.9/242.7 MB
 91%[=============================================     ] 221.9/242.7 MB
 91%[=============================================     ] 221.9/242.7 MB
 91%[=============================================     ] 221.9/242.7 MB
 91%[=============================================     ] 221.9/242.7 MB
 91%[=============================================     ] 221.9/242.7 MB
 91%[=============================================     ] 221.9/242.7 MB
 91%[=============================================     ] 221.9/242.7 MB
 91%[=============================================     ] 221.9/242.7 MB
 91%[=============================================     ] 221.9/242.7 MB
 91%[=============================================     ] 221.9/242.7 MB
 91%[=============================================     ] 222.0/242.7 MB
 91%[=============================================     ] 222.0/242.7 MB
 91%[=============================================     ] 222.0/242.7 MB
 91%[=============================================     ] 222.0/242.7 MB
 91%[=============================================     ] 222.0/242.7 MB
 91%[=============================================     ] 222.0/242.7 MB
 91%[=============================================     ] 222.0/242.7 MB
 91%[=============================================     ] 222.0/242.7 MB
 91%[=============================================     ] 222.0/242.7 MB
 91%[=============================================     ] 222.0/242.7 MB
 91%[=============================================     ] 222.0/242.7 MB
 91%[=============================================     ] 222.0/242.7 MB
 91%[=============================================     ] 222.0/242.7 MB
 92%[=============================================     ] 222.1/242.7 MB
 92%[=============================================     ] 222.1/242.7 MB
 92%[=============================================     ] 222.1/242.7 MB
 92%[=============================================     ] 222.1/242.7 MB
 92%[=============================================     ] 222.1/242.7 MB
 92%[=============================================     ] 222.1/242.7 MB
 92%[=============================================     ] 222.1/242.7 MB
 92%[=============================================     ] 222.1/242.7 MB
 92%[=============================================     ] 222.1/242.7 MB
 92%[=============================================     ] 222.1/242.7 MB
 92%[=============================================     ] 222.1/242.7 MB
 92%[=============================================     ] 222.1/242.7 MB
 92%[=============================================     ] 222.1/242.7 MB
 92%[=============================================     ] 222.2/242.7 MB
 92%[=============================================     ] 222.2/242.7 MB
 92%[=============================================     ] 222.2/242.7 MB
 92%[=============================================     ] 222.2/242.7 MB
 92%[=============================================     ] 222.2/242.7 MB
 92%[=============================================     ] 222.2/242.7 MB
 92%[=============================================     ] 222.2/242.7 MB
 92%[=============================================     ] 222.2/242.7 MB
 92%[=============================================     ] 222.2/242.7 MB
 92%[=============================================     ] 222.2/242.7 MB
 92%[=============================================     ] 222.2/242.7 MB
 92%[=============================================     ] 222.2/242.7 MB
 92%[=============================================     ] 222.2/242.7 MB
 92%[=============================================     ] 222.3/242.7 MB
 92%[=============================================     ] 222.3/242.7 MB
 92%[=============================================     ] 222.3/242.7 MB
 92%[=============================================     ] 222.3/242.7 MB
 92%[=============================================     ] 222.3/242.7 MB
 92%[=============================================     ] 222.3/242.7 MB
 92%[=============================================     ] 222.3/242.7 MB
 92%[=============================================     ] 222.3/242.7 MB
 92%[=============================================     ] 222.3/242.7 MB
 92%[=============================================     ] 222.3/242.7 MB
 92%[=============================================     ] 222.3/242.7 MB
 92%[=============================================     ] 222.3/242.7 MB
 92%[=============================================     ] 222.4/242.7 MB
 92%[=============================================     ] 222.4/242.7 MB
 92%[=============================================     ] 222.4/242.7 MB
 92%[=============================================     ] 222.4/242.7 MB
 92%[=============================================     ] 222.4/242.7 MB
 92%[=============================================     ] 222.4/242.7 MB
 92%[=============================================     ] 222.4/242.7 MB
 92%[=============================================     ] 222.4/242.7 MB
 92%[=============================================     ] 222.4/242.7 MB
 92%[=============================================     ] 222.4/242.7 MB
 92%[=============================================     ] 222.4/242.7 MB
 92%[=============================================     ] 222.4/242.7 MB
 92%[=============================================     ] 222.4/242.7 MB
 92%[=============================================     ] 222.5/242.7 MB
 92%[=============================================     ] 222.5/242.7 MB
 92%[=============================================     ] 222.5/242.7 MB
 92%[=============================================     ] 222.5/242.7 MB
 92%[=============================================     ] 222.5/242.7 MB
 92%[=============================================     ] 222.5/242.7 MB
 92%[=============================================     ] 222.5/242.7 MB
 92%[=============================================     ] 222.5/242.7 MB
 92%[=============================================     ] 222.5/242.7 MB
 92%[=============================================     ] 222.5/242.7 MB
 92%[=============================================     ] 222.5/242.7 MB
 92%[=============================================     ] 222.5/242.7 MB
 92%[=============================================     ] 222.5/242.7 MB
 92%[=============================================     ] 222.6/242.7 MB
 92%[=============================================     ] 222.6/242.7 MB
 92%[=============================================     ] 222.6/242.7 MB
 92%[=============================================     ] 222.6/242.7 MB
 92%[=============================================     ] 222.6/242.7 MB
 92%[=============================================     ] 222.6/242.7 MB
 92%[=============================================     ] 222.6/242.7 MB
 92%[=============================================     ] 222.6/242.7 MB
 92%[=============================================     ] 222.6/242.7 MB
 92%[=============================================     ] 222.6/242.7 MB
 92%[=============================================     ] 222.6/242.7 MB
 92%[=============================================     ] 222.6/242.7 MB
 92%[=============================================     ] 222.6/242.7 MB
 92%[=============================================     ] 222.7/242.7 MB
 92%[=============================================     ] 222.7/242.7 MB
 92%[=============================================     ] 222.7/242.7 MB
 92%[=============================================     ] 222.7/242.7 MB
 92%[=============================================     ] 222.7/242.7 MB
 92%[=============================================     ] 222.7/242.7 MB
 92%[=============================================     ] 222.7/242.7 MB
 92%[=============================================     ] 222.7/242.7 MB
 92%[=============================================     ] 222.7/242.7 MB
 92%[=============================================     ] 222.7/242.7 MB
 92%[=============================================     ] 222.7/242.7 MB
 92%[=============================================     ] 222.7/242.7 MB
 92%[=============================================     ] 222.8/242.7 MB
 92%[=============================================     ] 222.8/242.7 MB
 92%[=============================================     ] 222.8/242.7 MB
 92%[=============================================     ] 222.8/242.7 MB
 92%[=============================================     ] 222.8/242.7 MB
 92%[=============================================     ] 222.8/242.7 MB
 92%[=============================================     ] 222.8/242.7 MB
 92%[=============================================     ] 222.8/242.7 MB
 92%[=============================================     ] 222.8/242.7 MB
 92%[=============================================     ] 222.8/242.7 MB
 92%[=============================================     ] 222.8/242.7 MB
 92%[=============================================     ] 222.8/242.7 MB
 92%[=============================================     ] 222.8/242.7 MB
 92%[=============================================     ] 222.9/242.7 MB
 92%[=============================================     ] 222.9/242.7 MB
 92%[=============================================     ] 222.9/242.7 MB
 92%[=============================================     ] 222.9/242.7 MB
 92%[=============================================     ] 222.9/242.7 MB
 92%[=============================================     ] 222.9/242.7 MB
 92%[=============================================     ] 222.9/242.7 MB
 92%[=============================================     ] 222.9/242.7 MB
 92%[=============================================     ] 222.9/242.7 MB
 92%[=============================================     ] 222.9/242.7 MB
 92%[=============================================     ] 222.9/242.7 MB
 92%[=============================================     ] 222.9/242.7 MB
 92%[=============================================     ] 222.9/242.7 MB
 92%[=============================================     ] 223.0/242.7 MB
 92%[=============================================     ] 223.0/242.7 MB
 92%[=============================================     ] 223.0/242.7 MB
 92%[=============================================     ] 223.0/242.7 MB
 92%[=============================================     ] 223.0/242.7 MB
 92%[=============================================     ] 223.0/242.7 MB
 92%[=============================================     ] 223.0/242.7 MB
 92%[=============================================     ] 223.0/242.7 MB
 92%[=============================================     ] 223.0/242.7 MB
 92%[=============================================     ] 223.0/242.7 MB
 92%[=============================================     ] 223.0/242.7 MB
 92%[=============================================     ] 223.0/242.7 MB
 92%[=============================================     ] 223.0/242.7 MB
 92%[=============================================     ] 223.1/242.7 MB
 92%[=============================================     ] 223.1/242.7 MB
 92%[=============================================     ] 223.1/242.7 MB
 92%[=============================================     ] 223.1/242.7 MB
 92%[=============================================     ] 223.1/242.7 MB
 92%[=============================================     ] 223.1/242.7 MB
 92%[=============================================     ] 223.1/242.7 MB
 92%[=============================================     ] 223.1/242.7 MB
 92%[=============================================     ] 223.1/242.7 MB
 92%[=============================================     ] 223.1/242.7 MB
 92%[=============================================     ] 223.1/242.7 MB
 92%[=============================================     ] 223.1/242.7 MB
 92%[=============================================     ] 223.1/242.7 MB
 92%[=============================================     ] 223.2/242.7 MB
 92%[=============================================     ] 223.2/242.7 MB
 92%[=============================================     ] 223.2/242.7 MB
 92%[=============================================     ] 223.2/242.7 MB
 92%[=============================================     ] 223.2/242.7 MB
 92%[=============================================     ] 223.2/242.7 MB
 92%[=============================================     ] 223.2/242.7 MB
 92%[=============================================     ] 223.2/242.7 MB
 92%[=============================================     ] 223.2/242.7 MB
 92%[=============================================     ] 223.2/242.7 MB
 92%[=============================================     ] 223.2/242.7 MB
 92%[=============================================     ] 223.2/242.7 MB
 92%[=============================================     ] 223.2/242.7 MB
 92%[=============================================     ] 223.3/242.7 MB
 92%[==============================================    ] 223.3/242.7 MB
 92%[==============================================    ] 223.3/242.7 MB
 92%[==============================================    ] 223.3/242.7 MB
 92%[==============================================    ] 223.3/242.7 MB
 92%[==============================================    ] 223.3/242.7 MB
 92%[==============================================    ] 223.3/242.7 MB
 92%[==============================================    ] 223.3/242.7 MB
 92%[==============================================    ] 223.3/242.7 MB
 92%[==============================================    ] 223.3/242.7 MB
 92%[==============================================    ] 223.3/242.7 MB
 92%[==============================================    ] 223.3/242.7 MB
 92%[==============================================    ] 223.4/242.7 MB
 92%[==============================================    ] 223.4/242.7 MB
 92%[==============================================    ] 223.4/242.7 MB
 92%[==============================================    ] 223.4/242.7 MB
 92%[==============================================    ] 223.4/242.7 MB
 92%[==============================================    ] 223.4/242.7 MB
 92%[==============================================    ] 223.4/242.7 MB
 92%[==============================================    ] 223.4/242.7 MB
 92%[==============================================    ] 223.4/242.7 MB
 92%[==============================================    ] 223.4/242.7 MB
 92%[==============================================    ] 223.4/242.7 MB
 92%[==============================================    ] 223.4/242.7 MB
 92%[==============================================    ] 223.4/242.7 MB
 92%[==============================================    ] 223.5/242.7 MB
 92%[==============================================    ] 223.5/242.7 MB
 92%[==============================================    ] 223.5/242.7 MB
 92%[==============================================    ] 223.5/242.7 MB
 92%[==============================================    ] 223.5/242.7 MB
 92%[==============================================    ] 223.5/242.7 MB
 92%[==============================================    ] 223.5/242.7 MB
 92%[==============================================    ] 223.5/242.7 MB
 92%[==============================================    ] 223.5/242.7 MB
 92%[==============================================    ] 223.5/242.7 MB
 92%[==============================================    ] 223.5/242.7 MB
 92%[==============================================    ] 223.5/242.7 MB
 92%[==============================================    ] 223.5/242.7 MB
 92%[==============================================    ] 223.6/242.7 MB
 92%[==============================================    ] 223.6/242.7 MB
 92%[==============================================    ] 223.6/242.7 MB
 92%[==============================================    ] 223.6/242.7 MB
 92%[==============================================    ] 223.6/242.7 MB
 92%[==============================================    ] 223.6/242.7 MB
 92%[==============================================    ] 223.6/242.7 MB
 92%[==============================================    ] 223.6/242.7 MB
 92%[==============================================    ] 223.6/242.7 MB
 92%[==============================================    ] 223.6/242.7 MB
 92%[==============================================    ] 223.6/242.7 MB
 92%[==============================================    ] 223.6/242.7 MB
 92%[==============================================    ] 223.6/242.7 MB
 92%[==============================================    ] 223.7/242.7 MB
 92%[==============================================    ] 223.7/242.7 MB
 92%[==============================================    ] 223.7/242.7 MB
 92%[==============================================    ] 223.7/242.7 MB
 92%[==============================================    ] 223.7/242.7 MB
 92%[==============================================    ] 223.7/242.7 MB
 92%[==============================================    ] 223.7/242.7 MB
 92%[==============================================    ] 223.7/242.7 MB
 92%[==============================================    ] 223.7/242.7 MB
 92%[==============================================    ] 223.7/242.7 MB
 92%[==============================================    ] 223.7/242.7 MB
 92%[==============================================    ] 223.7/242.7 MB
 92%[==============================================    ] 223.8/242.7 MB
 92%[==============================================    ] 223.8/242.7 MB
 92%[==============================================    ] 223.8/242.7 MB
 92%[==============================================    ] 223.8/242.7 MB
 92%[==============================================    ] 223.8/242.7 MB
 92%[==============================================    ] 223.8/242.7 MB
 92%[==============================================    ] 223.8/242.7 MB
 92%[==============================================    ] 223.8/242.7 MB
 92%[==============================================    ] 223.8/242.7 MB
 92%[==============================================    ] 223.8/242.7 MB
 92%[==============================================    ] 223.8/242.7 MB
 92%[==============================================    ] 223.8/242.7 MB
 92%[==============================================    ] 223.8/242.7 MB
 92%[==============================================    ] 223.9/242.7 MB
 92%[==============================================    ] 223.9/242.7 MB
 92%[==============================================    ] 223.9/242.7 MB
 92%[==============================================    ] 223.9/242.7 MB
 92%[==============================================    ] 223.9/242.7 MB
 92%[==============================================    ] 223.9/242.7 MB
 92%[==============================================    ] 223.9/242.7 MB
 92%[==============================================    ] 223.9/242.7 MB
 92%[==============================================    ] 223.9/242.7 MB
 92%[==============================================    ] 223.9/242.7 MB
 92%[==============================================    ] 223.9/242.7 MB
 92%[==============================================    ] 223.9/242.7 MB
 92%[==============================================    ] 223.9/242.7 MB
 92%[==============================================    ] 224.0/242.7 MB
 92%[==============================================    ] 224.0/242.7 MB
 92%[==============================================    ] 224.0/242.7 MB
 92%[==============================================    ] 224.0/242.7 MB
 92%[==============================================    ] 224.0/242.7 MB
 92%[==============================================    ] 224.0/242.7 MB
 92%[==============================================    ] 224.0/242.7 MB
 92%[==============================================    ] 224.0/242.7 MB
 92%[==============================================    ] 224.0/242.7 MB
 92%[==============================================    ] 224.0/242.7 MB
 92%[==============================================    ] 224.0/242.7 MB
 92%[==============================================    ] 224.0/242.7 MB
 92%[==============================================    ] 224.0/242.7 MB
 92%[==============================================    ] 224.1/242.7 MB
 92%[==============================================    ] 224.1/242.7 MB
 92%[==============================================    ] 224.1/242.7 MB
 92%[==============================================    ] 224.1/242.7 MB
 92%[==============================================    ] 224.1/242.7 MB
 92%[==============================================    ] 224.1/242.7 MB
 92%[==============================================    ] 224.1/242.7 MB
 92%[==============================================    ] 224.1/242.7 MB
 92%[==============================================    ] 224.1/242.7 MB
 92%[==============================================    ] 224.1/242.7 MB
 92%[==============================================    ] 224.1/242.7 MB
 92%[==============================================    ] 224.1/242.7 MB
 92%[==============================================    ] 224.1/242.7 MB
 92%[==============================================    ] 224.2/242.7 MB
 92%[==============================================    ] 224.2/242.7 MB
 92%[==============================================    ] 224.2/242.7 MB
 92%[==============================================    ] 224.2/242.7 MB
 92%[==============================================    ] 224.2/242.7 MB
 92%[==============================================    ] 224.2/242.7 MB
 92%[==============================================    ] 224.2/242.7 MB
 92%[==============================================    ] 224.2/242.7 MB
 92%[==============================================    ] 224.2/242.7 MB
 92%[==============================================    ] 224.2/242.7 MB
 92%[==============================================    ] 224.2/242.7 MB
 92%[==============================================    ] 224.2/242.7 MB
 92%[==============================================    ] 224.2/242.7 MB
 92%[==============================================    ] 224.3/242.7 MB
 92%[==============================================    ] 224.3/242.7 MB
 92%[==============================================    ] 224.3/242.7 MB
 92%[==============================================    ] 224.3/242.7 MB
 92%[==============================================    ] 224.3/242.7 MB
 92%[==============================================    ] 224.3/242.7 MB
 92%[==============================================    ] 224.3/242.7 MB
 92%[==============================================    ] 224.3/242.7 MB
 92%[==============================================    ] 224.3/242.7 MB
 92%[==============================================    ] 224.3/242.7 MB
 92%[==============================================    ] 224.3/242.7 MB
 92%[==============================================    ] 224.3/242.7 MB
 92%[==============================================    ] 224.4/242.7 MB
 92%[==============================================    ] 224.4/242.7 MB
 92%[==============================================    ] 224.4/242.7 MB
 92%[==============================================    ] 224.4/242.7 MB
 92%[==============================================    ] 224.4/242.7 MB
 92%[==============================================    ] 224.4/242.7 MB
 92%[==============================================    ] 224.4/242.7 MB
 92%[==============================================    ] 224.4/242.7 MB
 92%[==============================================    ] 224.4/242.7 MB
 92%[==============================================    ] 224.4/242.7 MB
 92%[==============================================    ] 224.4/242.7 MB
 92%[==============================================    ] 224.4/242.7 MB
 92%[==============================================    ] 224.4/242.7 MB
 92%[==============================================    ] 224.5/242.7 MB
 92%[==============================================    ] 224.5/242.7 MB
 92%[==============================================    ] 224.5/242.7 MB
 92%[==============================================    ] 224.5/242.7 MB
 93%[==============================================    ] 224.5/242.7 MB
 93%[==============================================    ] 224.5/242.7 MB
 93%[==============================================    ] 224.5/242.7 MB
 93%[==============================================    ] 224.5/242.7 MB
 93%[==============================================    ] 224.5/242.7 MB
 93%[==============================================    ] 224.5/242.7 MB
 93%[==============================================    ] 224.5/242.7 MB
 93%[==============================================    ] 224.5/242.7 MB
 93%[==============================================    ] 224.5/242.7 MB
 93%[==============================================    ] 224.6/242.7 MB
 93%[==============================================    ] 224.6/242.7 MB
 93%[==============================================    ] 224.6/242.7 MB
 93%[==============================================    ] 224.6/242.7 MB
 93%[==============================================    ] 224.6/242.7 MB
 93%[==============================================    ] 224.6/242.7 MB
 93%[==============================================    ] 224.6/242.7 MB
 93%[==============================================    ] 224.6/242.7 MB
 93%[==============================================    ] 224.6/242.7 MB
 93%[==============================================    ] 224.6/242.7 MB
 93%[==============================================    ] 224.6/242.7 MB
 93%[==============================================    ] 224.6/242.7 MB
 93%[==============================================    ] 224.6/242.7 MB
 93%[==============================================    ] 224.7/242.7 MB
 93%[==============================================    ] 224.7/242.7 MB
 93%[==============================================    ] 224.7/242.7 MB
 93%[==============================================    ] 224.7/242.7 MB
 93%[==============================================    ] 224.7/242.7 MB
 93%[==============================================    ] 224.7/242.7 MB
 93%[==============================================    ] 224.7/242.7 MB
 93%[==============================================    ] 224.7/242.7 MB
 93%[==============================================    ] 224.7/242.7 MB
 93%[==============================================    ] 224.7/242.7 MB
 93%[==============================================    ] 224.7/242.7 MB
 93%[==============================================    ] 224.7/242.7 MB
 93%[==============================================    ] 224.8/242.7 MB
 93%[==============================================    ] 224.8/242.7 MB
 93%[==============================================    ] 224.8/242.7 MB
 93%[==============================================    ] 224.8/242.7 MB
 93%[==============================================    ] 224.8/242.7 MB
 93%[==============================================    ] 224.8/242.7 MB
 93%[==============================================    ] 224.8/242.7 MB
 93%[==============================================    ] 224.8/242.7 MB
 93%[==============================================    ] 224.8/242.7 MB
 93%[==============================================    ] 224.8/242.7 MB
 93%[==============================================    ] 224.8/242.7 MB
 93%[==============================================    ] 224.8/242.7 MB
 93%[==============================================    ] 224.8/242.7 MB
 93%[==============================================    ] 224.9/242.7 MB
 93%[==============================================    ] 224.9/242.7 MB
 93%[==============================================    ] 224.9/242.7 MB
 93%[==============================================    ] 224.9/242.7 MB
 93%[==============================================    ] 224.9/242.7 MB
 93%[==============================================    ] 224.9/242.7 MB
 93%[==============================================    ] 224.9/242.7 MB
 93%[==============================================    ] 224.9/242.7 MB
 93%[==============================================    ] 224.9/242.7 MB
 93%[==============================================    ] 224.9/242.7 MB
 93%[==============================================    ] 224.9/242.7 MB
 93%[==============================================    ] 224.9/242.7 MB
 93%[==============================================    ] 224.9/242.7 MB
 93%[==============================================    ] 225.0/242.7 MB
 93%[==============================================    ] 225.0/242.7 MB
 93%[==============================================    ] 225.0/242.7 MB
 93%[==============================================    ] 225.0/242.7 MB
 93%[==============================================    ] 225.0/242.7 MB
 93%[==============================================    ] 225.0/242.7 MB
 93%[==============================================    ] 225.0/242.7 MB
 93%[==============================================    ] 225.0/242.7 MB
 93%[==============================================    ] 225.0/242.7 MB
 93%[==============================================    ] 225.0/242.7 MB
 93%[==============================================    ] 225.0/242.7 MB
 93%[==============================================    ] 225.0/242.7 MB
 93%[==============================================    ] 225.0/242.7 MB
 93%[==============================================    ] 225.1/242.7 MB
 93%[==============================================    ] 225.1/242.7 MB
 93%[==============================================    ] 225.1/242.7 MB
 93%[==============================================    ] 225.1/242.7 MB
 93%[==============================================    ] 225.1/242.7 MB
 93%[==============================================    ] 225.1/242.7 MB
 93%[==============================================    ] 225.1/242.7 MB
 93%[==============================================    ] 225.1/242.7 MB
 93%[==============================================    ] 225.1/242.7 MB
 93%[==============================================    ] 225.1/242.7 MB
 93%[==============================================    ] 225.1/242.7 MB
 93%[==============================================    ] 225.1/242.7 MB
 93%[==============================================    ] 225.1/242.7 MB
 93%[==============================================    ] 225.2/242.7 MB
 93%[==============================================    ] 225.2/242.7 MB
 93%[==============================================    ] 225.2/242.7 MB
 93%[==============================================    ] 225.2/242.7 MB
 93%[==============================================    ] 225.2/242.7 MB
 93%[==============================================    ] 225.2/242.7 MB
 93%[==============================================    ] 225.2/242.7 MB
 93%[==============================================    ] 225.2/242.7 MB
 93%[==============================================    ] 225.2/242.7 MB
 93%[==============================================    ] 225.2/242.7 MB
 93%[==============================================    ] 225.2/242.7 MB
 93%[==============================================    ] 225.2/242.7 MB
 93%[==============================================    ] 225.2/242.7 MB
 93%[==============================================    ] 225.3/242.7 MB
 93%[==============================================    ] 225.3/242.7 MB
 93%[==============================================    ] 225.3/242.7 MB
 93%[==============================================    ] 225.3/242.7 MB
 93%[==============================================    ] 225.3/242.7 MB
 93%[==============================================    ] 225.3/242.7 MB
 93%[==============================================    ] 225.3/242.7 MB
 93%[==============================================    ] 225.3/242.7 MB
 93%[==============================================    ] 225.3/242.7 MB
 93%[==============================================    ] 225.3/242.7 MB
 93%[==============================================    ] 225.3/242.7 MB
 93%[==============================================    ] 225.3/242.7 MB
 93%[==============================================    ] 225.4/242.7 MB
 93%[==============================================    ] 225.4/242.7 MB
 93%[==============================================    ] 225.4/242.7 MB
 93%[==============================================    ] 225.4/242.7 MB
 93%[==============================================    ] 225.4/242.7 MB
 93%[==============================================    ] 225.4/242.7 MB
 93%[==============================================    ] 225.4/242.7 MB
 93%[==============================================    ] 225.4/242.7 MB
 93%[==============================================    ] 225.4/242.7 MB
 93%[==============================================    ] 225.4/242.7 MB
 93%[==============================================    ] 225.4/242.7 MB
 93%[==============================================    ] 225.4/242.7 MB
 93%[==============================================    ] 225.4/242.7 MB
 93%[==============================================    ] 225.5/242.7 MB
 93%[==============================================    ] 225.5/242.7 MB
 93%[==============================================    ] 225.5/242.7 MB
 93%[==============================================    ] 225.5/242.7 MB
 93%[==============================================    ] 225.5/242.7 MB
 93%[==============================================    ] 225.5/242.7 MB
 93%[==============================================    ] 225.5/242.7 MB
 93%[==============================================    ] 225.5/242.7 MB
 93%[==============================================    ] 225.5/242.7 MB
 93%[==============================================    ] 225.5/242.7 MB
 93%[==============================================    ] 225.5/242.7 MB
 93%[==============================================    ] 225.5/242.7 MB
 93%[==============================================    ] 225.5/242.7 MB
 93%[==============================================    ] 225.6/242.7 MB
 93%[==============================================    ] 225.6/242.7 MB
 93%[==============================================    ] 225.6/242.7 MB
 93%[==============================================    ] 225.6/242.7 MB
 93%[==============================================    ] 225.6/242.7 MB
 93%[==============================================    ] 225.6/242.7 MB
 93%[==============================================    ] 225.6/242.7 MB
 93%[==============================================    ] 225.6/242.7 MB
 93%[==============================================    ] 225.6/242.7 MB
 93%[==============================================    ] 225.6/242.7 MB
 93%[==============================================    ] 225.6/242.7 MB
 93%[==============================================    ] 225.6/242.7 MB
 93%[==============================================    ] 225.6/242.7 MB
 93%[==============================================    ] 225.7/242.7 MB
 93%[==============================================    ] 225.7/242.7 MB
 93%[==============================================    ] 225.7/242.7 MB
 93%[==============================================    ] 225.7/242.7 MB
 93%[==============================================    ] 225.7/242.7 MB
 93%[==============================================    ] 225.7/242.7 MB
 93%[==============================================    ] 225.7/242.7 MB
 93%[==============================================    ] 225.7/242.7 MB
 93%[==============================================    ] 225.7/242.7 MB
 93%[==============================================    ] 225.7/242.7 MB
 93%[==============================================    ] 225.7/242.7 MB
 93%[==============================================    ] 225.7/242.7 MB
 93%[==============================================    ] 225.8/242.7 MB
 93%[==============================================    ] 225.8/242.7 MB
 93%[==============================================    ] 225.8/242.7 MB
 93%[==============================================    ] 225.8/242.7 MB
 93%[==============================================    ] 225.8/242.7 MB
 93%[==============================================    ] 225.8/242.7 MB
 93%[==============================================    ] 225.8/242.7 MB
 93%[==============================================    ] 225.8/242.7 MB
 93%[==============================================    ] 225.8/242.7 MB
 93%[==============================================    ] 225.8/242.7 MB
 93%[==============================================    ] 225.8/242.7 MB
 93%[==============================================    ] 225.8/242.7 MB
 93%[==============================================    ] 225.8/242.7 MB
 93%[==============================================    ] 225.9/242.7 MB
 93%[==============================================    ] 225.9/242.7 MB
 93%[==============================================    ] 225.9/242.7 MB
 93%[==============================================    ] 225.9/242.7 MB
 93%[==============================================    ] 225.9/242.7 MB
 93%[==============================================    ] 225.9/242.7 MB
 93%[==============================================    ] 225.9/242.7 MB
 93%[==============================================    ] 225.9/242.7 MB
 93%[==============================================    ] 225.9/242.7 MB
 93%[==============================================    ] 225.9/242.7 MB
 93%[==============================================    ] 225.9/242.7 MB
 93%[==============================================    ] 225.9/242.7 MB
 93%[==============================================    ] 225.9/242.7 MB
 93%[==============================================    ] 226.0/242.7 MB
 93%[==============================================    ] 226.0/242.7 MB
 93%[==============================================    ] 226.0/242.7 MB
 93%[==============================================    ] 226.0/242.7 MB
 93%[==============================================    ] 226.0/242.7 MB
 93%[==============================================    ] 226.0/242.7 MB
 93%[==============================================    ] 226.0/242.7 MB
 93%[==============================================    ] 226.0/242.7 MB
 93%[==============================================    ] 226.0/242.7 MB
 93%[==============================================    ] 226.0/242.7 MB
 93%[==============================================    ] 226.0/242.7 MB
 93%[==============================================    ] 226.0/242.7 MB
 93%[==============================================    ] 226.0/242.7 MB
 93%[==============================================    ] 226.1/242.7 MB
 93%[==============================================    ] 226.1/242.7 MB
 93%[==============================================    ] 226.1/242.7 MB
 93%[==============================================    ] 226.1/242.7 MB
 93%[==============================================    ] 226.1/242.7 MB
 93%[==============================================    ] 226.1/242.7 MB
 93%[==============================================    ] 226.1/242.7 MB
 93%[==============================================    ] 226.1/242.7 MB
 93%[==============================================    ] 226.1/242.7 MB
 93%[==============================================    ] 226.1/242.7 MB
 93%[==============================================    ] 226.1/242.7 MB
 93%[==============================================    ] 226.1/242.7 MB
 93%[==============================================    ] 226.1/242.7 MB
 93%[==============================================    ] 226.2/242.7 MB
 93%[==============================================    ] 226.2/242.7 MB
 93%[==============================================    ] 226.2/242.7 MB
 93%[==============================================    ] 226.2/242.7 MB
 93%[==============================================    ] 226.2/242.7 MB
 93%[==============================================    ] 226.2/242.7 MB
 93%[==============================================    ] 226.2/242.7 MB
 93%[==============================================    ] 226.2/242.7 MB
 93%[==============================================    ] 226.2/242.7 MB
 93%[==============================================    ] 226.2/242.7 MB
 93%[==============================================    ] 226.2/242.7 MB
 93%[==============================================    ] 226.2/242.7 MB
 93%[==============================================    ] 226.2/242.7 MB
 93%[==============================================    ] 226.3/242.7 MB
 93%[==============================================    ] 226.3/242.7 MB
 93%[==============================================    ] 226.3/242.7 MB
 93%[==============================================    ] 226.3/242.7 MB
 93%[==============================================    ] 226.3/242.7 MB
 93%[==============================================    ] 226.3/242.7 MB
 93%[==============================================    ] 226.3/242.7 MB
 93%[==============================================    ] 226.3/242.7 MB
 93%[==============================================    ] 226.3/242.7 MB
 93%[==============================================    ] 226.3/242.7 MB
 93%[==============================================    ] 226.3/242.7 MB
 93%[==============================================    ] 226.3/242.7 MB
 93%[==============================================    ] 226.4/242.7 MB
 93%[==============================================    ] 226.4/242.7 MB
 93%[==============================================    ] 226.4/242.7 MB
 93%[==============================================    ] 226.4/242.7 MB
 93%[==============================================    ] 226.4/242.7 MB
 93%[==============================================    ] 226.4/242.7 MB
 93%[==============================================    ] 226.4/242.7 MB
 93%[==============================================    ] 226.4/242.7 MB
 93%[==============================================    ] 226.4/242.7 MB
 93%[==============================================    ] 226.4/242.7 MB
 93%[==============================================    ] 226.4/242.7 MB
 93%[==============================================    ] 226.4/242.7 MB
 93%[==============================================    ] 226.4/242.7 MB
 93%[==============================================    ] 226.5/242.7 MB
 93%[==============================================    ] 226.5/242.7 MB
 93%[==============================================    ] 226.5/242.7 MB
 93%[==============================================    ] 226.5/242.7 MB
 93%[==============================================    ] 226.5/242.7 MB
 93%[==============================================    ] 226.5/242.7 MB
 93%[==============================================    ] 226.5/242.7 MB
 93%[==============================================    ] 226.5/242.7 MB
 93%[==============================================    ] 226.5/242.7 MB
 93%[==============================================    ] 226.5/242.7 MB
 93%[==============================================    ] 226.5/242.7 MB
 93%[==============================================    ] 226.5/242.7 MB
 93%[==============================================    ] 226.5/242.7 MB
 93%[==============================================    ] 226.6/242.7 MB
 93%[==============================================    ] 226.6/242.7 MB
 93%[==============================================    ] 226.6/242.7 MB
 93%[==============================================    ] 226.6/242.7 MB
 93%[==============================================    ] 226.6/242.7 MB
 93%[==============================================    ] 226.6/242.7 MB
 93%[==============================================    ] 226.6/242.7 MB
 93%[==============================================    ] 226.6/242.7 MB
 93%[==============================================    ] 226.6/242.7 MB
 93%[==============================================    ] 226.6/242.7 MB
 93%[==============================================    ] 226.6/242.7 MB
 93%[==============================================    ] 226.6/242.7 MB
 93%[==============================================    ] 226.6/242.7 MB
 93%[==============================================    ] 226.7/242.7 MB
 93%[==============================================    ] 226.7/242.7 MB
 93%[==============================================    ] 226.7/242.7 MB
 93%[==============================================    ] 226.7/242.7 MB
 93%[==============================================    ] 226.7/242.7 MB
 93%[==============================================    ] 226.7/242.7 MB
 93%[==============================================    ] 226.7/242.7 MB
 93%[==============================================    ] 226.7/242.7 MB
 93%[==============================================    ] 226.7/242.7 MB
 93%[==============================================    ] 226.7/242.7 MB
 93%[==============================================    ] 226.7/242.7 MB
 93%[==============================================    ] 226.7/242.7 MB
 93%[==============================================    ] 226.8/242.7 MB
 93%[==============================================    ] 226.8/242.7 MB
 93%[==============================================    ] 226.8/242.7 MB
 93%[==============================================    ] 226.8/242.7 MB
 93%[==============================================    ] 226.8/242.7 MB
 93%[==============================================    ] 226.8/242.7 MB
 93%[==============================================    ] 226.8/242.7 MB
 93%[==============================================    ] 226.8/242.7 MB
 93%[==============================================    ] 226.8/242.7 MB
 93%[==============================================    ] 226.8/242.7 MB
 93%[==============================================    ] 226.8/242.7 MB
 93%[==============================================    ] 226.8/242.7 MB
 93%[==============================================    ] 226.8/242.7 MB
 93%[==============================================    ] 226.9/242.7 MB
 93%[==============================================    ] 226.9/242.7 MB
 93%[==============================================    ] 226.9/242.7 MB
 93%[==============================================    ] 226.9/242.7 MB
 93%[==============================================    ] 226.9/242.7 MB
 93%[==============================================    ] 226.9/242.7 MB
 93%[==============================================    ] 226.9/242.7 MB
 94%[==============================================    ] 226.9/242.7 MB
 94%[==============================================    ] 226.9/242.7 MB
 94%[==============================================    ] 226.9/242.7 MB
 94%[==============================================    ] 226.9/242.7 MB
 94%[==============================================    ] 226.9/242.7 MB
 94%[==============================================    ] 226.9/242.7 MB
 94%[==============================================    ] 227.0/242.7 MB
 94%[==============================================    ] 227.0/242.7 MB
 94%[==============================================    ] 227.0/242.7 MB
 94%[==============================================    ] 227.0/242.7 MB
 94%[==============================================    ] 227.0/242.7 MB
 94%[==============================================    ] 227.0/242.7 MB
 94%[==============================================    ] 227.0/242.7 MB
 94%[==============================================    ] 227.0/242.7 MB
 94%[==============================================    ] 227.0/242.7 MB
 94%[==============================================    ] 227.0/242.7 MB
 94%[==============================================    ] 227.0/242.7 MB
 94%[==============================================    ] 227.0/242.7 MB
 94%[==============================================    ] 227.0/242.7 MB
 94%[==============================================    ] 227.1/242.7 MB
 94%[==============================================    ] 227.1/242.7 MB
 94%[==============================================    ] 227.1/242.7 MB
 94%[==============================================    ] 227.1/242.7 MB
 94%[==============================================    ] 227.1/242.7 MB
 94%[==============================================    ] 227.1/242.7 MB
 94%[==============================================    ] 227.1/242.7 MB
 94%[==============================================    ] 227.1/242.7 MB
 94%[==============================================    ] 227.1/242.7 MB
 94%[==============================================    ] 227.1/242.7 MB
 94%[==============================================    ] 227.1/242.7 MB
 94%[==============================================    ] 227.1/242.7 MB
 94%[==============================================    ] 227.1/242.7 MB
 94%[==============================================    ] 227.2/242.7 MB
 94%[==============================================    ] 227.2/242.7 MB
 94%[==============================================    ] 227.2/242.7 MB
 94%[==============================================    ] 227.2/242.7 MB
 94%[==============================================    ] 227.2/242.7 MB
 94%[==============================================    ] 227.2/242.7 MB
 94%[==============================================    ] 227.2/242.7 MB
 94%[==============================================    ] 227.2/242.7 MB
 94%[==============================================    ] 227.2/242.7 MB
 94%[==============================================    ] 227.2/242.7 MB
 94%[==============================================    ] 227.2/242.7 MB
 94%[==============================================    ] 227.2/242.7 MB
 94%[==============================================    ] 227.2/242.7 MB
 94%[==============================================    ] 227.3/242.7 MB
 94%[==============================================    ] 227.3/242.7 MB
 94%[==============================================    ] 227.3/242.7 MB
 94%[==============================================    ] 227.3/242.7 MB
 94%[==============================================    ] 227.3/242.7 MB
 94%[==============================================    ] 227.3/242.7 MB
 94%[==============================================    ] 227.3/242.7 MB
 94%[==============================================    ] 227.3/242.7 MB
 94%[==============================================    ] 227.3/242.7 MB
 94%[==============================================    ] 227.3/242.7 MB
 94%[==============================================    ] 227.3/242.7 MB
 94%[==============================================    ] 227.3/242.7 MB
 94%[==============================================    ] 227.4/242.7 MB
 94%[==============================================    ] 227.4/242.7 MB
 94%[==============================================    ] 227.4/242.7 MB
 94%[==============================================    ] 227.4/242.7 MB
 94%[==============================================    ] 227.4/242.7 MB
 94%[==============================================    ] 227.4/242.7 MB
 94%[==============================================    ] 227.4/242.7 MB
 94%[==============================================    ] 227.4/242.7 MB
 94%[==============================================    ] 227.4/242.7 MB
 94%[==============================================    ] 227.4/242.7 MB
 94%[==============================================    ] 227.4/242.7 MB
 94%[==============================================    ] 227.4/242.7 MB
 94%[==============================================    ] 227.4/242.7 MB
 94%[==============================================    ] 227.5/242.7 MB
 94%[==============================================    ] 227.5/242.7 MB
 94%[==============================================    ] 227.5/242.7 MB
 94%[==============================================    ] 227.5/242.7 MB
 94%[==============================================    ] 227.5/242.7 MB
 94%[==============================================    ] 227.5/242.7 MB
 94%[==============================================    ] 227.5/242.7 MB
 94%[==============================================    ] 227.5/242.7 MB
 94%[==============================================    ] 227.5/242.7 MB
 94%[==============================================    ] 227.5/242.7 MB
 94%[==============================================    ] 227.5/242.7 MB
 94%[==============================================    ] 227.5/242.7 MB
 94%[==============================================    ] 227.5/242.7 MB
 94%[==============================================    ] 227.6/242.7 MB
 94%[==============================================    ] 227.6/242.7 MB
 94%[==============================================    ] 227.6/242.7 MB
 94%[==============================================    ] 227.6/242.7 MB
 94%[==============================================    ] 227.6/242.7 MB
 94%[==============================================    ] 227.6/242.7 MB
 94%[==============================================    ] 227.6/242.7 MB
 94%[==============================================    ] 227.6/242.7 MB
 94%[==============================================    ] 227.6/242.7 MB
 94%[==============================================    ] 227.6/242.7 MB
 94%[==============================================    ] 227.6/242.7 MB
 94%[==============================================    ] 227.6/242.7 MB
 94%[==============================================    ] 227.6/242.7 MB
 94%[==============================================    ] 227.7/242.7 MB
 94%[==============================================    ] 227.7/242.7 MB
 94%[==============================================    ] 227.7/242.7 MB
 94%[==============================================    ] 227.7/242.7 MB
 94%[==============================================    ] 227.7/242.7 MB
 94%[==============================================    ] 227.7/242.7 MB
 94%[==============================================    ] 227.7/242.7 MB
 94%[==============================================    ] 227.7/242.7 MB
 94%[==============================================    ] 227.7/242.7 MB
 94%[==============================================    ] 227.7/242.7 MB
 94%[==============================================    ] 227.7/242.7 MB
 94%[==============================================    ] 227.7/242.7 MB
 94%[==============================================    ] 227.8/242.7 MB
 94%[==============================================    ] 227.8/242.7 MB
 94%[==============================================    ] 227.8/242.7 MB
 94%[==============================================    ] 227.8/242.7 MB
 94%[==============================================    ] 227.8/242.7 MB
 94%[==============================================    ] 227.8/242.7 MB
 94%[==============================================    ] 227.8/242.7 MB
 94%[==============================================    ] 227.8/242.7 MB
 94%[==============================================    ] 227.8/242.7 MB
 94%[==============================================    ] 227.8/242.7 MB
 94%[==============================================    ] 227.8/242.7 MB
 94%[==============================================    ] 227.8/242.7 MB
 94%[==============================================    ] 227.8/242.7 MB
 94%[==============================================    ] 227.9/242.7 MB
 94%[==============================================    ] 227.9/242.7 MB
 94%[==============================================    ] 227.9/242.7 MB
 94%[==============================================    ] 227.9/242.7 MB
 94%[==============================================    ] 227.9/242.7 MB
 94%[==============================================    ] 227.9/242.7 MB
 94%[==============================================    ] 227.9/242.7 MB
 94%[==============================================    ] 227.9/242.7 MB
 94%[==============================================    ] 227.9/242.7 MB
 94%[==============================================    ] 227.9/242.7 MB
 94%[==============================================    ] 227.9/242.7 MB
 94%[==============================================    ] 227.9/242.7 MB
 94%[==============================================    ] 227.9/242.7 MB
 94%[==============================================    ] 228.0/242.7 MB
 94%[==============================================    ] 228.0/242.7 MB
 94%[==============================================    ] 228.0/242.7 MB
 94%[==============================================    ] 228.0/242.7 MB
 94%[==============================================    ] 228.0/242.7 MB
 94%[==============================================    ] 228.0/242.7 MB
 94%[==============================================    ] 228.0/242.7 MB
 94%[==============================================    ] 228.0/242.7 MB
 94%[==============================================    ] 228.0/242.7 MB
 94%[==============================================    ] 228.0/242.7 MB
 94%[==============================================    ] 228.0/242.7 MB
 94%[==============================================    ] 228.0/242.7 MB
 94%[==============================================    ] 228.0/242.7 MB
 94%[==============================================    ] 228.1/242.7 MB
 94%[==============================================    ] 228.1/242.7 MB
 94%[==============================================    ] 228.1/242.7 MB
 94%[==============================================    ] 228.1/242.7 MB
 94%[==============================================    ] 228.1/242.7 MB
 94%[==============================================    ] 228.1/242.7 MB
 94%[==============================================    ] 228.1/242.7 MB
 94%[==============================================    ] 228.1/242.7 MB
 94%[==============================================    ] 228.1/242.7 MB
 94%[===============================================   ] 228.1/242.7 MB
 94%[===============================================   ] 228.1/242.7 MB
 94%[===============================================   ] 228.1/242.7 MB
 94%[===============================================   ] 228.1/242.7 MB
 94%[===============================================   ] 228.2/242.7 MB
 94%[===============================================   ] 228.2/242.7 MB
 94%[===============================================   ] 228.2/242.7 MB
 94%[===============================================   ] 228.2/242.7 MB
 94%[===============================================   ] 228.2/242.7 MB
 94%[===============================================   ] 228.2/242.7 MB
 94%[===============================================   ] 228.2/242.7 MB
 94%[===============================================   ] 228.2/242.7 MB
 94%[===============================================   ] 228.2/242.7 MB
 94%[===============================================   ] 228.2/242.7 MB
 94%[===============================================   ] 228.2/242.7 MB
 94%[===============================================   ] 228.2/242.7 MB
 94%[===============================================   ] 228.2/242.7 MB
 94%[===============================================   ] 228.3/242.7 MB
 94%[===============================================   ] 228.3/242.7 MB
 94%[===============================================   ] 228.3/242.7 MB
 94%[===============================================   ] 228.3/242.7 MB
 94%[===============================================   ] 228.3/242.7 MB
 94%[===============================================   ] 228.3/242.7 MB
 94%[===============================================   ] 228.3/242.7 MB
 94%[===============================================   ] 228.3/242.7 MB
 94%[===============================================   ] 228.3/242.7 MB
 94%[===============================================   ] 228.3/242.7 MB
 94%[===============================================   ] 228.3/242.7 MB
 94%[===============================================   ] 228.3/242.7 MB
 94%[===============================================   ] 228.4/242.7 MB
 94%[===============================================   ] 228.4/242.7 MB
 94%[===============================================   ] 228.4/242.7 MB
 94%[===============================================   ] 228.4/242.7 MB
 94%[===============================================   ] 228.4/242.7 MB
 94%[===============================================   ] 228.4/242.7 MB
 94%[===============================================   ] 228.4/242.7 MB
 94%[===============================================   ] 228.4/242.7 MB
 94%[===============================================   ] 228.4/242.7 MB
 94%[===============================================   ] 228.4/242.7 MB
 94%[===============================================   ] 228.4/242.7 MB
 94%[===============================================   ] 228.4/242.7 MB
 94%[===============================================   ] 228.4/242.7 MB
 94%[===============================================   ] 228.5/242.7 MB
 94%[===============================================   ] 228.5/242.7 MB
 94%[===============================================   ] 228.5/242.7 MB
 94%[===============================================   ] 228.5/242.7 MB
 94%[===============================================   ] 228.5/242.7 MB
 94%[===============================================   ] 228.5/242.7 MB
 94%[===============================================   ] 228.5/242.7 MB
 94%[===============================================   ] 228.5/242.7 MB
 94%[===============================================   ] 228.5/242.7 MB
 94%[===============================================   ] 228.5/242.7 MB
 94%[===============================================   ] 228.5/242.7 MB
 94%[===============================================   ] 228.5/242.7 MB
 94%[===============================================   ] 228.5/242.7 MB
 94%[===============================================   ] 228.6/242.7 MB
 94%[===============================================   ] 228.6/242.7 MB
 94%[===============================================   ] 228.6/242.7 MB
 94%[===============================================   ] 228.6/242.7 MB
 94%[===============================================   ] 228.6/242.7 MB
 94%[===============================================   ] 228.6/242.7 MB
 94%[===============================================   ] 228.6/242.7 MB
 94%[===============================================   ] 228.6/242.7 MB
 94%[===============================================   ] 228.6/242.7 MB
 94%[===============================================   ] 228.6/242.7 MB
 94%[===============================================   ] 228.6/242.7 MB
 94%[===============================================   ] 228.6/242.7 MB
 94%[===============================================   ] 228.6/242.7 MB
 94%[===============================================   ] 228.7/242.7 MB
 94%[===============================================   ] 228.7/242.7 MB
 94%[===============================================   ] 228.7/242.7 MB
 94%[===============================================   ] 228.7/242.7 MB
 94%[===============================================   ] 228.7/242.7 MB
 94%[===============================================   ] 228.7/242.7 MB
 94%[===============================================   ] 228.7/242.7 MB
 94%[===============================================   ] 228.7/242.7 MB
 94%[===============================================   ] 228.7/242.7 MB
 94%[===============================================   ] 228.7/242.7 MB
 94%[===============================================   ] 228.7/242.7 MB
 94%[===============================================   ] 228.7/242.7 MB
 94%[===============================================   ] 228.8/242.7 MB
 94%[===============================================   ] 228.8/242.7 MB
 94%[===============================================   ] 228.8/242.7 MB
 94%[===============================================   ] 228.8/242.7 MB
 94%[===============================================   ] 228.8/242.7 MB
 94%[===============================================   ] 228.8/242.7 MB
 94%[===============================================   ] 228.8/242.7 MB
 94%[===============================================   ] 228.8/242.7 MB
 94%[===============================================   ] 228.8/242.7 MB
 94%[===============================================   ] 228.8/242.7 MB
 94%[===============================================   ] 228.8/242.7 MB
 94%[===============================================   ] 228.8/242.7 MB
 94%[===============================================   ] 228.8/242.7 MB
 94%[===============================================   ] 228.9/242.7 MB
 94%[===============================================   ] 228.9/242.7 MB
 94%[===============================================   ] 228.9/242.7 MB
 94%[===============================================   ] 228.9/242.7 MB
 94%[===============================================   ] 228.9/242.7 MB
 94%[===============================================   ] 228.9/242.7 MB
 94%[===============================================   ] 228.9/242.7 MB
 94%[===============================================   ] 228.9/242.7 MB
 94%[===============================================   ] 228.9/242.7 MB
 94%[===============================================   ] 228.9/242.7 MB
 94%[===============================================   ] 228.9/242.7 MB
 94%[===============================================   ] 228.9/242.7 MB
 94%[===============================================   ] 228.9/242.7 MB
 94%[===============================================   ] 229.0/242.7 MB
 94%[===============================================   ] 229.0/242.7 MB
 94%[===============================================   ] 229.0/242.7 MB
 94%[===============================================   ] 229.0/242.7 MB
 94%[===============================================   ] 229.0/242.7 MB
 94%[===============================================   ] 229.0/242.7 MB
 94%[===============================================   ] 229.0/242.7 MB
 94%[===============================================   ] 229.0/242.7 MB
 94%[===============================================   ] 229.0/242.7 MB
 94%[===============================================   ] 229.0/242.7 MB
 94%[===============================================   ] 229.0/242.7 MB
 94%[===============================================   ] 229.0/242.7 MB
 94%[===============================================   ] 229.0/242.7 MB
 94%[===============================================   ] 229.1/242.7 MB
 94%[===============================================   ] 229.1/242.7 MB
 94%[===============================================   ] 229.1/242.7 MB
 94%[===============================================   ] 229.1/242.7 MB
 94%[===============================================   ] 229.1/242.7 MB
 94%[===============================================   ] 229.1/242.7 MB
 94%[===============================================   ] 229.1/242.7 MB
 94%[===============================================   ] 229.1/242.7 MB
 94%[===============================================   ] 229.1/242.7 MB
 94%[===============================================   ] 229.1/242.7 MB
 94%[===============================================   ] 229.1/242.7 MB
 94%[===============================================   ] 229.1/242.7 MB
 94%[===============================================   ] 229.1/242.7 MB
 94%[===============================================   ] 229.2/242.7 MB
 94%[===============================================   ] 229.2/242.7 MB
 94%[===============================================   ] 229.2/242.7 MB
 94%[===============================================   ] 229.2/242.7 MB
 94%[===============================================   ] 229.2/242.7 MB
 94%[===============================================   ] 229.2/242.7 MB
 94%[===============================================   ] 229.2/242.7 MB
 94%[===============================================   ] 229.2/242.7 MB
 94%[===============================================   ] 229.2/242.7 MB
 94%[===============================================   ] 229.2/242.7 MB
 94%[===============================================   ] 229.2/242.7 MB
 94%[===============================================   ] 229.2/242.7 MB
 94%[===============================================   ] 229.2/242.7 MB
 94%[===============================================   ] 229.3/242.7 MB
 94%[===============================================   ] 229.3/242.7 MB
 94%[===============================================   ] 229.3/242.7 MB
 94%[===============================================   ] 229.3/242.7 MB
 94%[===============================================   ] 229.3/242.7 MB
 94%[===============================================   ] 229.3/242.7 MB
 94%[===============================================   ] 229.3/242.7 MB
 94%[===============================================   ] 229.3/242.7 MB
 94%[===============================================   ] 229.3/242.7 MB
 94%[===============================================   ] 229.3/242.7 MB
 95%[===============================================   ] 229.3/242.7 MB
 95%[===============================================   ] 229.3/242.7 MB
 95%[===============================================   ] 229.4/242.7 MB
 95%[===============================================   ] 229.4/242.7 MB
 95%[===============================================   ] 229.4/242.7 MB
 95%[===============================================   ] 229.4/242.7 MB
 95%[===============================================   ] 229.4/242.7 MB
 95%[===============================================   ] 229.4/242.7 MB
 95%[===============================================   ] 229.4/242.7 MB
 95%[===============================================   ] 229.4/242.7 MB
 95%[===============================================   ] 229.4/242.7 MB
 95%[===============================================   ] 229.4/242.7 MB
 95%[===============================================   ] 229.4/242.7 MB
 95%[===============================================   ] 229.4/242.7 MB
 95%[===============================================   ] 229.4/242.7 MB
 95%[===============================================   ] 229.5/242.7 MB
 95%[===============================================   ] 229.5/242.7 MB
 95%[===============================================   ] 229.5/242.7 MB
 95%[===============================================   ] 229.5/242.7 MB
 95%[===============================================   ] 229.5/242.7 MB
 95%[===============================================   ] 229.5/242.7 MB
 95%[===============================================   ] 229.5/242.7 MB
 95%[===============================================   ] 229.5/242.7 MB
 95%[===============================================   ] 229.5/242.7 MB
 95%[===============================================   ] 229.5/242.7 MB
 95%[===============================================   ] 229.5/242.7 MB
 95%[===============================================   ] 229.5/242.7 MB
 95%[===============================================   ] 229.5/242.7 MB
 95%[===============================================   ] 229.6/242.7 MB
 95%[===============================================   ] 229.6/242.7 MB
 95%[===============================================   ] 229.6/242.7 MB
 95%[===============================================   ] 229.6/242.7 MB
 95%[===============================================   ] 229.6/242.7 MB
 95%[===============================================   ] 229.6/242.7 MB
 95%[===============================================   ] 229.6/242.7 MB
 95%[===============================================   ] 229.6/242.7 MB
 95%[===============================================   ] 229.6/242.7 MB
 95%[===============================================   ] 229.6/242.7 MB
 95%[===============================================   ] 229.6/242.7 MB
 95%[===============================================   ] 229.6/242.7 MB
 95%[===============================================   ] 229.6/242.7 MB
 95%[===============================================   ] 229.7/242.7 MB
 95%[===============================================   ] 229.7/242.7 MB
 95%[===============================================   ] 229.7/242.7 MB
 95%[===============================================   ] 229.7/242.7 MB
 95%[===============================================   ] 229.7/242.7 MB
 95%[===============================================   ] 229.7/242.7 MB
 95%[===============================================   ] 229.7/242.7 MB
 95%[===============================================   ] 229.7/242.7 MB
 95%[===============================================   ] 229.7/242.7 MB
 95%[===============================================   ] 229.7/242.7 MB
 95%[===============================================   ] 229.7/242.7 MB
 95%[===============================================   ] 229.7/242.7 MB
 95%[===============================================   ] 229.8/242.7 MB
 95%[===============================================   ] 229.8/242.7 MB
 95%[===============================================   ] 229.8/242.7 MB
 95%[===============================================   ] 229.8/242.7 MB
 95%[===============================================   ] 229.8/242.7 MB
 95%[===============================================   ] 229.8/242.7 MB
 95%[===============================================   ] 229.8/242.7 MB
 95%[===============================================   ] 229.8/242.7 MB
 95%[===============================================   ] 229.8/242.7 MB
 95%[===============================================   ] 229.8/242.7 MB
 95%[===============================================   ] 229.8/242.7 MB
 95%[===============================================   ] 229.8/242.7 MB
 95%[===============================================   ] 229.8/242.7 MB
 95%[===============================================   ] 229.9/242.7 MB
 95%[===============================================   ] 229.9/242.7 MB
 95%[===============================================   ] 229.9/242.7 MB
 95%[===============================================   ] 229.9/242.7 MB
 95%[===============================================   ] 229.9/242.7 MB
 95%[===============================================   ] 229.9/242.7 MB
 95%[===============================================   ] 229.9/242.7 MB
 95%[===============================================   ] 229.9/242.7 MB
 95%[===============================================   ] 229.9/242.7 MB
 95%[===============================================   ] 229.9/242.7 MB
 95%[===============================================   ] 229.9/242.7 MB
 95%[===============================================   ] 229.9/242.7 MB
 95%[===============================================   ] 229.9/242.7 MB
 95%[===============================================   ] 230.0/242.7 MB
 95%[===============================================   ] 230.0/242.7 MB
 95%[===============================================   ] 230.0/242.7 MB
 95%[===============================================   ] 230.0/242.7 MB
 95%[===============================================   ] 230.0/242.7 MB
 95%[===============================================   ] 230.0/242.7 MB
 95%[===============================================   ] 230.0/242.7 MB
 95%[===============================================   ] 230.0/242.7 MB
 95%[===============================================   ] 230.0/242.7 MB
 95%[===============================================   ] 230.0/242.7 MB
 95%[===============================================   ] 230.0/242.7 MB
 95%[===============================================   ] 230.0/242.7 MB
 95%[===============================================   ] 230.0/242.7 MB
 95%[===============================================   ] 230.1/242.7 MB
 95%[===============================================   ] 230.1/242.7 MB
 95%[===============================================   ] 230.1/242.7 MB
 95%[===============================================   ] 230.1/242.7 MB
 95%[===============================================   ] 230.1/242.7 MB
 95%[===============================================   ] 230.1/242.7 MB
 95%[===============================================   ] 230.1/242.7 MB
 95%[===============================================   ] 230.1/242.7 MB
 95%[===============================================   ] 230.1/242.7 MB
 95%[===============================================   ] 230.1/242.7 MB
 95%[===============================================   ] 230.1/242.7 MB
 95%[===============================================   ] 230.1/242.7 MB
 95%[===============================================   ] 230.1/242.7 MB
 95%[===============================================   ] 230.2/242.7 MB
 95%[===============================================   ] 230.2/242.7 MB
 95%[===============================================   ] 230.2/242.7 MB
 95%[===============================================   ] 230.2/242.7 MB
 95%[===============================================   ] 230.2/242.7 MB
 95%[===============================================   ] 230.2/242.7 MB
 95%[===============================================   ] 230.2/242.7 MB
 95%[===============================================   ] 230.2/242.7 MB
 95%[===============================================   ] 230.2/242.7 MB
 95%[===============================================   ] 230.2/242.7 MB
 95%[===============================================   ] 230.2/242.7 MB
 95%[===============================================   ] 230.2/242.7 MB
 95%[===============================================   ] 230.2/242.7 MB
 95%[===============================================   ] 230.3/242.7 MB
 95%[===============================================   ] 230.3/242.7 MB
 95%[===============================================   ] 230.3/242.7 MB
 95%[===============================================   ] 230.3/242.7 MB
 95%[===============================================   ] 230.3/242.7 MB
 95%[===============================================   ] 230.3/242.7 MB
 95%[===============================================   ] 230.3/242.7 MB
 95%[===============================================   ] 230.3/242.7 MB
 95%[===============================================   ] 230.3/242.7 MB
 95%[===============================================   ] 230.3/242.7 MB
 95%[===============================================   ] 230.3/242.7 MB
 95%[===============================================   ] 230.3/242.7 MB
 95%[===============================================   ] 230.4/242.7 MB
 95%[===============================================   ] 230.4/242.7 MB
 95%[===============================================   ] 230.4/242.7 MB
 95%[===============================================   ] 230.4/242.7 MB
 95%[===============================================   ] 230.4/242.7 MB
 95%[===============================================   ] 230.4/242.7 MB
 95%[===============================================   ] 230.4/242.7 MB
 95%[===============================================   ] 230.4/242.7 MB
 95%[===============================================   ] 230.4/242.7 MB
 95%[===============================================   ] 230.4/242.7 MB
 95%[===============================================   ] 230.4/242.7 MB
 95%[===============================================   ] 230.4/242.7 MB
 95%[===============================================   ] 230.4/242.7 MB
 95%[===============================================   ] 230.5/242.7 MB
 95%[===============================================   ] 230.5/242.7 MB
 95%[===============================================   ] 230.5/242.7 MB
 95%[===============================================   ] 230.5/242.7 MB
 95%[===============================================   ] 230.5/242.7 MB
 95%[===============================================   ] 230.5/242.7 MB
 95%[===============================================   ] 230.5/242.7 MB
 95%[===============================================   ] 230.5/242.7 MB
 95%[===============================================   ] 230.5/242.7 MB
 95%[===============================================   ] 230.5/242.7 MB
 95%[===============================================   ] 230.5/242.7 MB
 95%[===============================================   ] 230.5/242.7 MB
 95%[===============================================   ] 230.5/242.7 MB
 95%[===============================================   ] 230.6/242.7 MB
 95%[===============================================   ] 230.6/242.7 MB
 95%[===============================================   ] 230.6/242.7 MB
 95%[===============================================   ] 230.6/242.7 MB
 95%[===============================================   ] 230.6/242.7 MB
 95%[===============================================   ] 230.6/242.7 MB
 95%[===============================================   ] 230.6/242.7 MB
 95%[===============================================   ] 230.6/242.7 MB
 95%[===============================================   ] 230.6/242.7 MB
 95%[===============================================   ] 230.6/242.7 MB
 95%[===============================================   ] 230.6/242.7 MB
 95%[===============================================   ] 230.6/242.7 MB
 95%[===============================================   ] 230.6/242.7 MB
 95%[===============================================   ] 230.7/242.7 MB
 95%[===============================================   ] 230.7/242.7 MB
 95%[===============================================   ] 230.7/242.7 MB
 95%[===============================================   ] 230.7/242.7 MB
 95%[===============================================   ] 230.7/242.7 MB
 95%[===============================================   ] 230.7/242.7 MB
 95%[===============================================   ] 230.7/242.7 MB
 95%[===============================================   ] 230.7/242.7 MB
 95%[===============================================   ] 230.7/242.7 MB
 95%[===============================================   ] 230.7/242.7 MB
 95%[===============================================   ] 230.7/242.7 MB
 95%[===============================================   ] 230.7/242.7 MB
 95%[===============================================   ] 230.8/242.7 MB
 95%[===============================================   ] 230.8/242.7 MB
 95%[===============================================   ] 230.8/242.7 MB
 95%[===============================================   ] 230.8/242.7 MB
 95%[===============================================   ] 230.8/242.7 MB
 95%[===============================================   ] 230.8/242.7 MB
 95%[===============================================   ] 230.8/242.7 MB
 95%[===============================================   ] 230.8/242.7 MB
 95%[===============================================   ] 230.8/242.7 MB
 95%[===============================================   ] 230.8/242.7 MB
 95%[===============================================   ] 230.8/242.7 MB
 95%[===============================================   ] 230.8/242.7 MB
 95%[===============================================   ] 230.8/242.7 MB
 95%[===============================================   ] 230.9/242.7 MB
 95%[===============================================   ] 230.9/242.7 MB
 95%[===============================================   ] 230.9/242.7 MB
 95%[===============================================   ] 230.9/242.7 MB
 95%[===============================================   ] 230.9/242.7 MB
 95%[===============================================   ] 230.9/242.7 MB
 95%[===============================================   ] 230.9/242.7 MB
 95%[===============================================   ] 230.9/242.7 MB
 95%[===============================================   ] 230.9/242.7 MB
 95%[===============================================   ] 230.9/242.7 MB
 95%[===============================================   ] 230.9/242.7 MB
 95%[===============================================   ] 230.9/242.7 MB
 95%[===============================================   ] 230.9/242.7 MB
 95%[===============================================   ] 231.0/242.7 MB
 95%[===============================================   ] 231.0/242.7 MB
 95%[===============================================   ] 231.0/242.7 MB
 95%[===============================================   ] 231.0/242.7 MB
 95%[===============================================   ] 231.0/242.7 MB
 95%[===============================================   ] 231.0/242.7 MB
 95%[===============================================   ] 231.0/242.7 MB
 95%[===============================================   ] 231.0/242.7 MB
 95%[===============================================   ] 231.0/242.7 MB
 95%[===============================================   ] 231.0/242.7 MB
 95%[===============================================   ] 231.0/242.7 MB
 95%[===============================================   ] 231.0/242.7 MB
 95%[===============================================   ] 231.0/242.7 MB
 95%[===============================================   ] 231.1/242.7 MB
 95%[===============================================   ] 231.1/242.7 MB
 95%[===============================================   ] 231.1/242.7 MB
 95%[===============================================   ] 231.1/242.7 MB
 95%[===============================================   ] 231.1/242.7 MB
 95%[===============================================   ] 231.1/242.7 MB
 95%[===============================================   ] 231.1/242.7 MB
 95%[===============================================   ] 231.1/242.7 MB
 95%[===============================================   ] 231.1/242.7 MB
 95%[===============================================   ] 231.1/242.7 MB
 95%[===============================================   ] 231.1/242.7 MB
 95%[===============================================   ] 231.1/242.7 MB
 95%[===============================================   ] 231.1/242.7 MB
 95%[===============================================   ] 231.2/242.7 MB
 95%[===============================================   ] 231.2/242.7 MB
 95%[===============================================   ] 231.2/242.7 MB
 95%[===============================================   ] 231.2/242.7 MB
 95%[===============================================   ] 231.2/242.7 MB
 95%[===============================================   ] 231.2/242.7 MB
 95%[===============================================   ] 231.2/242.7 MB
 95%[===============================================   ] 231.2/242.7 MB
 95%[===============================================   ] 231.2/242.7 MB
 95%[===============================================   ] 231.2/242.7 MB
 95%[===============================================   ] 231.2/242.7 MB
 95%[===============================================   ] 231.2/242.7 MB
 95%[===============================================   ] 231.2/242.7 MB
 95%[===============================================   ] 231.3/242.7 MB
 95%[===============================================   ] 231.3/242.7 MB
 95%[===============================================   ] 231.3/242.7 MB
 95%[===============================================   ] 231.3/242.7 MB
 95%[===============================================   ] 231.3/242.7 MB
 95%[===============================================   ] 231.3/242.7 MB
 95%[===============================================   ] 231.3/242.7 MB
 95%[===============================================   ] 231.3/242.7 MB
 95%[===============================================   ] 231.3/242.7 MB
 95%[===============================================   ] 231.3/242.7 MB
 95%[===============================================   ] 231.3/242.7 MB
 95%[===============================================   ] 231.3/242.7 MB
 95%[===============================================   ] 231.4/242.7 MB
 95%[===============================================   ] 231.4/242.7 MB
 95%[===============================================   ] 231.4/242.7 MB
 95%[===============================================   ] 231.4/242.7 MB
 95%[===============================================   ] 231.4/242.7 MB
 95%[===============================================   ] 231.4/242.7 MB
 95%[===============================================   ] 231.4/242.7 MB
 95%[===============================================   ] 231.4/242.7 MB
 95%[===============================================   ] 231.4/242.7 MB
 95%[===============================================   ] 231.4/242.7 MB
 95%[===============================================   ] 231.4/242.7 MB
 95%[===============================================   ] 231.4/242.7 MB
 95%[===============================================   ] 231.4/242.7 MB
 95%[===============================================   ] 231.5/242.7 MB
 95%[===============================================   ] 231.5/242.7 MB
 95%[===============================================   ] 231.5/242.7 MB
 95%[===============================================   ] 231.5/242.7 MB
 95%[===============================================   ] 231.5/242.7 MB
 95%[===============================================   ] 231.5/242.7 MB
 95%[===============================================   ] 231.5/242.7 MB
 95%[===============================================   ] 231.5/242.7 MB
 95%[===============================================   ] 231.5/242.7 MB
 95%[===============================================   ] 231.5/242.7 MB
 95%[===============================================   ] 231.5/242.7 MB
 95%[===============================================   ] 231.5/242.7 MB
 95%[===============================================   ] 231.5/242.7 MB
 95%[===============================================   ] 231.6/242.7 MB
 95%[===============================================   ] 231.6/242.7 MB
 95%[===============================================   ] 231.6/242.7 MB
 95%[===============================================   ] 231.6/242.7 MB
 95%[===============================================   ] 231.6/242.7 MB
 95%[===============================================   ] 231.6/242.7 MB
 95%[===============================================   ] 231.6/242.7 MB
 95%[===============================================   ] 231.6/242.7 MB
 95%[===============================================   ] 231.6/242.7 MB
 95%[===============================================   ] 231.6/242.7 MB
 95%[===============================================   ] 231.6/242.7 MB
 95%[===============================================   ] 231.6/242.7 MB
 95%[===============================================   ] 231.6/242.7 MB
 95%[===============================================   ] 231.7/242.7 MB
 95%[===============================================   ] 231.7/242.7 MB
 95%[===============================================   ] 231.7/242.7 MB
 95%[===============================================   ] 231.7/242.7 MB
 95%[===============================================   ] 231.7/242.7 MB
 95%[===============================================   ] 231.7/242.7 MB
 95%[===============================================   ] 231.7/242.7 MB
 95%[===============================================   ] 231.7/242.7 MB
 95%[===============================================   ] 231.7/242.7 MB
 95%[===============================================   ] 231.7/242.7 MB
 95%[===============================================   ] 231.7/242.7 MB
 95%[===============================================   ] 231.7/242.7 MB
 95%[===============================================   ] 231.8/242.7 MB
 95%[===============================================   ] 231.8/242.7 MB
 96%[===============================================   ] 231.8/242.7 MB
 96%[===============================================   ] 231.8/242.7 MB
 96%[===============================================   ] 231.8/242.7 MB
 96%[===============================================   ] 231.8/242.7 MB
 96%[===============================================   ] 231.8/242.7 MB
 96%[===============================================   ] 231.8/242.7 MB
 96%[===============================================   ] 231.8/242.7 MB
 96%[===============================================   ] 231.8/242.7 MB
 96%[===============================================   ] 231.8/242.7 MB
 96%[===============================================   ] 231.8/242.7 MB
 96%[===============================================   ] 231.8/242.7 MB
 96%[===============================================   ] 231.9/242.7 MB
 96%[===============================================   ] 231.9/242.7 MB
 96%[===============================================   ] 231.9/242.7 MB
 96%[===============================================   ] 231.9/242.7 MB
 96%[===============================================   ] 231.9/242.7 MB
 96%[===============================================   ] 231.9/242.7 MB
 96%[===============================================   ] 231.9/242.7 MB
 96%[===============================================   ] 231.9/242.7 MB
 96%[===============================================   ] 231.9/242.7 MB
 96%[===============================================   ] 231.9/242.7 MB
 96%[===============================================   ] 231.9/242.7 MB
 96%[===============================================   ] 231.9/242.7 MB
 96%[===============================================   ] 231.9/242.7 MB
 96%[===============================================   ] 232.0/242.7 MB
 96%[===============================================   ] 232.0/242.7 MB
 96%[===============================================   ] 232.0/242.7 MB
 96%[===============================================   ] 232.0/242.7 MB
 96%[===============================================   ] 232.0/242.7 MB
 96%[===============================================   ] 232.0/242.7 MB
 96%[===============================================   ] 232.0/242.7 MB
 96%[===============================================   ] 232.0/242.7 MB
 96%[===============================================   ] 232.0/242.7 MB
 96%[===============================================   ] 232.0/242.7 MB
 96%[===============================================   ] 232.0/242.7 MB
 96%[===============================================   ] 232.0/242.7 MB
 96%[===============================================   ] 232.0/242.7 MB
 96%[===============================================   ] 232.1/242.7 MB
 96%[===============================================   ] 232.1/242.7 MB
 96%[===============================================   ] 232.1/242.7 MB
 96%[===============================================   ] 232.1/242.7 MB
 96%[===============================================   ] 232.1/242.7 MB
 96%[===============================================   ] 232.1/242.7 MB
 96%[===============================================   ] 232.1/242.7 MB
 96%[===============================================   ] 232.1/242.7 MB
 96%[===============================================   ] 232.1/242.7 MB
 96%[===============================================   ] 232.1/242.7 MB
 96%[===============================================   ] 232.1/242.7 MB
 96%[===============================================   ] 232.1/242.7 MB
 96%[===============================================   ] 232.1/242.7 MB
 96%[===============================================   ] 232.2/242.7 MB
 96%[===============================================   ] 232.2/242.7 MB
 96%[===============================================   ] 232.2/242.7 MB
 96%[===============================================   ] 232.2/242.7 MB
 96%[===============================================   ] 232.2/242.7 MB
 96%[===============================================   ] 232.2/242.7 MB
 96%[===============================================   ] 232.2/242.7 MB
 96%[===============================================   ] 232.2/242.7 MB
 96%[===============================================   ] 232.2/242.7 MB
 96%[===============================================   ] 232.2/242.7 MB
 96%[===============================================   ] 232.2/242.7 MB
 96%[===============================================   ] 232.2/242.7 MB
 96%[===============================================   ] 232.2/242.7 MB
 96%[===============================================   ] 232.3/242.7 MB
 96%[===============================================   ] 232.3/242.7 MB
 96%[===============================================   ] 232.3/242.7 MB
 96%[===============================================   ] 232.3/242.7 MB
 96%[===============================================   ] 232.3/242.7 MB
 96%[===============================================   ] 232.3/242.7 MB
 96%[===============================================   ] 232.3/242.7 MB
 96%[===============================================   ] 232.3/242.7 MB
 96%[===============================================   ] 232.3/242.7 MB
 96%[===============================================   ] 232.3/242.7 MB
 96%[===============================================   ] 232.3/242.7 MB
 96%[===============================================   ] 232.3/242.7 MB
 96%[===============================================   ] 232.4/242.7 MB
 96%[===============================================   ] 232.4/242.7 MB
 96%[===============================================   ] 232.4/242.7 MB
 96%[===============================================   ] 232.4/242.7 MB
 96%[===============================================   ] 232.4/242.7 MB
 96%[===============================================   ] 232.4/242.7 MB
 96%[===============================================   ] 232.4/242.7 MB
 96%[===============================================   ] 232.4/242.7 MB
 96%[===============================================   ] 232.4/242.7 MB
 96%[===============================================   ] 232.4/242.7 MB
 96%[===============================================   ] 232.4/242.7 MB
 96%[===============================================   ] 232.4/242.7 MB
 96%[===============================================   ] 232.4/242.7 MB
 96%[===============================================   ] 232.5/242.7 MB
 96%[===============================================   ] 232.5/242.7 MB
 96%[===============================================   ] 232.5/242.7 MB
 96%[===============================================   ] 232.5/242.7 MB
 96%[===============================================   ] 232.5/242.7 MB
 96%[===============================================   ] 232.5/242.7 MB
 96%[===============================================   ] 232.5/242.7 MB
 96%[===============================================   ] 232.5/242.7 MB
 96%[===============================================   ] 232.5/242.7 MB
 96%[===============================================   ] 232.5/242.7 MB
 96%[===============================================   ] 232.5/242.7 MB
 96%[===============================================   ] 232.5/242.7 MB
 96%[===============================================   ] 232.5/242.7 MB
 96%[===============================================   ] 232.6/242.7 MB
 96%[===============================================   ] 232.6/242.7 MB
 96%[===============================================   ] 232.6/242.7 MB
 96%[===============================================   ] 232.6/242.7 MB
 96%[===============================================   ] 232.6/242.7 MB
 96%[===============================================   ] 232.6/242.7 MB
 96%[===============================================   ] 232.6/242.7 MB
 96%[===============================================   ] 232.6/242.7 MB
 96%[===============================================   ] 232.6/242.7 MB
 96%[===============================================   ] 232.6/242.7 MB
 96%[===============================================   ] 232.6/242.7 MB
 96%[===============================================   ] 232.6/242.7 MB
 96%[===============================================   ] 232.6/242.7 MB
 96%[===============================================   ] 232.7/242.7 MB
 96%[===============================================   ] 232.7/242.7 MB
 96%[===============================================   ] 232.7/242.7 MB
 96%[===============================================   ] 232.7/242.7 MB
 96%[===============================================   ] 232.7/242.7 MB
 96%[===============================================   ] 232.7/242.7 MB
 96%[===============================================   ] 232.7/242.7 MB
 96%[===============================================   ] 232.7/242.7 MB
 96%[===============================================   ] 232.7/242.7 MB
 96%[===============================================   ] 232.7/242.7 MB
 96%[===============================================   ] 232.7/242.7 MB
 96%[===============================================   ] 232.7/242.7 MB
 96%[===============================================   ] 232.8/242.7 MB
 96%[===============================================   ] 232.8/242.7 MB
 96%[===============================================   ] 232.8/242.7 MB
 96%[===============================================   ] 232.8/242.7 MB
 96%[===============================================   ] 232.8/242.7 MB
 96%[===============================================   ] 232.8/242.7 MB
 96%[===============================================   ] 232.8/242.7 MB
 96%[===============================================   ] 232.8/242.7 MB
 96%[===============================================   ] 232.8/242.7 MB
 96%[===============================================   ] 232.8/242.7 MB
 96%[===============================================   ] 232.8/242.7 MB
 96%[===============================================   ] 232.8/242.7 MB
 96%[===============================================   ] 232.8/242.7 MB
 96%[===============================================   ] 232.9/242.7 MB
 96%[===============================================   ] 232.9/242.7 MB
 96%[===============================================   ] 232.9/242.7 MB
 96%[===============================================   ] 232.9/242.7 MB
 96%[===============================================   ] 232.9/242.7 MB
 96%[===============================================   ] 232.9/242.7 MB
 96%[===============================================   ] 232.9/242.7 MB
 96%[===============================================   ] 232.9/242.7 MB
 96%[===============================================   ] 232.9/242.7 MB
 96%[===============================================   ] 232.9/242.7 MB
 96%[===============================================   ] 232.9/242.7 MB
 96%[===============================================   ] 232.9/242.7 MB
 96%[===============================================   ] 232.9/242.7 MB
 96%[===============================================   ] 233.0/242.7 MB
 96%[===============================================   ] 233.0/242.7 MB
 96%[===============================================   ] 233.0/242.7 MB
 96%[================================================  ] 233.0/242.7 MB
 96%[================================================  ] 233.0/242.7 MB
 96%[================================================  ] 233.0/242.7 MB
 96%[================================================  ] 233.0/242.7 MB
 96%[================================================  ] 233.0/242.7 MB
 96%[================================================  ] 233.0/242.7 MB
 96%[================================================  ] 233.0/242.7 MB
 96%[================================================  ] 233.0/242.7 MB
 96%[================================================  ] 233.0/242.7 MB
 96%[================================================  ] 233.0/242.7 MB
 96%[================================================  ] 233.1/242.7 MB
 96%[================================================  ] 233.1/242.7 MB
 96%[================================================  ] 233.1/242.7 MB
 96%[================================================  ] 233.1/242.7 MB
 96%[================================================  ] 233.1/242.7 MB
 96%[================================================  ] 233.1/242.7 MB
 96%[================================================  ] 233.1/242.7 MB
 96%[================================================  ] 233.1/242.7 MB
 96%[================================================  ] 233.1/242.7 MB
 96%[================================================  ] 233.1/242.7 MB
 96%[================================================  ] 233.1/242.7 MB
 96%[================================================  ] 233.1/242.7 MB
 96%[================================================  ] 233.1/242.7 MB
 96%[================================================  ] 233.2/242.7 MB
 96%[================================================  ] 233.2/242.7 MB
 96%[================================================  ] 233.2/242.7 MB
 96%[================================================  ] 233.2/242.7 MB
 96%[================================================  ] 233.2/242.7 MB
 96%[================================================  ] 233.2/242.7 MB
 96%[================================================  ] 233.2/242.7 MB
 96%[================================================  ] 233.2/242.7 MB
 96%[================================================  ] 233.2/242.7 MB
 96%[================================================  ] 233.2/242.7 MB
 96%[================================================  ] 233.2/242.7 MB
 96%[================================================  ] 233.2/242.7 MB
 96%[================================================  ] 233.2/242.7 MB
 96%[================================================  ] 233.3/242.7 MB
 96%[================================================  ] 233.3/242.7 MB
 96%[================================================  ] 233.3/242.7 MB
 96%[================================================  ] 233.3/242.7 MB
 96%[================================================  ] 233.3/242.7 MB
 96%[================================================  ] 233.3/242.7 MB
 96%[================================================  ] 233.3/242.7 MB
 96%[================================================  ] 233.3/242.7 MB
 96%[================================================  ] 233.3/242.7 MB
 96%[================================================  ] 233.3/242.7 MB
 96%[================================================  ] 233.3/242.7 MB
 96%[================================================  ] 233.3/242.7 MB
 96%[================================================  ] 233.4/242.7 MB
 96%[================================================  ] 233.4/242.7 MB
 96%[================================================  ] 233.4/242.7 MB
 96%[================================================  ] 233.4/242.7 MB
 96%[================================================  ] 233.4/242.7 MB
 96%[================================================  ] 233.4/242.7 MB
 96%[================================================  ] 233.4/242.7 MB
 96%[================================================  ] 233.4/242.7 MB
 96%[================================================  ] 233.4/242.7 MB
 96%[================================================  ] 233.4/242.7 MB
 96%[================================================  ] 233.4/242.7 MB
 96%[================================================  ] 233.4/242.7 MB
 96%[================================================  ] 233.4/242.7 MB
 96%[================================================  ] 233.5/242.7 MB
 96%[================================================  ] 233.5/242.7 MB
 96%[================================================  ] 233.5/242.7 MB
 96%[================================================  ] 233.5/242.7 MB
 96%[================================================  ] 233.5/242.7 MB
 96%[================================================  ] 233.5/242.7 MB
 96%[================================================  ] 233.5/242.7 MB
 96%[================================================  ] 233.5/242.7 MB
 96%[================================================  ] 233.5/242.7 MB
 96%[================================================  ] 233.5/242.7 MB
 96%[================================================  ] 233.5/242.7 MB
 96%[================================================  ] 233.5/242.7 MB
 96%[================================================  ] 233.5/242.7 MB
 96%[================================================  ] 233.6/242.7 MB
 96%[================================================  ] 233.6/242.7 MB
 96%[================================================  ] 233.6/242.7 MB
 96%[================================================  ] 233.6/242.7 MB
 96%[================================================  ] 233.6/242.7 MB
 96%[================================================  ] 233.6/242.7 MB
 96%[================================================  ] 233.6/242.7 MB
 96%[================================================  ] 233.6/242.7 MB
 96%[================================================  ] 233.6/242.7 MB
 96%[================================================  ] 233.6/242.7 MB
 96%[================================================  ] 233.6/242.7 MB
 96%[================================================  ] 233.6/242.7 MB
 96%[================================================  ] 233.6/242.7 MB
 96%[================================================  ] 233.7/242.7 MB
 96%[================================================  ] 233.7/242.7 MB
 96%[================================================  ] 233.7/242.7 MB
 96%[================================================  ] 233.7/242.7 MB
 96%[================================================  ] 233.7/242.7 MB
 96%[================================================  ] 233.7/242.7 MB
 96%[================================================  ] 233.7/242.7 MB
 96%[================================================  ] 233.7/242.7 MB
 96%[================================================  ] 233.7/242.7 MB
 96%[================================================  ] 233.7/242.7 MB
 96%[================================================  ] 233.7/242.7 MB
 96%[================================================  ] 233.7/242.7 MB
 96%[================================================  ] 233.8/242.7 MB
 96%[================================================  ] 233.8/242.7 MB
 96%[================================================  ] 233.8/242.7 MB
 96%[================================================  ] 233.8/242.7 MB
 96%[================================================  ] 233.8/242.7 MB
 96%[================================================  ] 233.8/242.7 MB
 96%[================================================  ] 233.8/242.7 MB
 96%[================================================  ] 233.8/242.7 MB
 96%[================================================  ] 233.8/242.7 MB
 96%[================================================  ] 233.8/242.7 MB
 96%[================================================  ] 233.8/242.7 MB
 96%[================================================  ] 233.8/242.7 MB
 96%[================================================  ] 233.8/242.7 MB
 96%[================================================  ] 233.9/242.7 MB
 96%[================================================  ] 233.9/242.7 MB
 96%[================================================  ] 233.9/242.7 MB
 96%[================================================  ] 233.9/242.7 MB
 96%[================================================  ] 233.9/242.7 MB
 96%[================================================  ] 233.9/242.7 MB
 96%[================================================  ] 233.9/242.7 MB
 96%[================================================  ] 233.9/242.7 MB
 96%[================================================  ] 233.9/242.7 MB
 96%[================================================  ] 233.9/242.7 MB
 96%[================================================  ] 233.9/242.7 MB
 96%[================================================  ] 233.9/242.7 MB
 96%[================================================  ] 233.9/242.7 MB
 96%[================================================  ] 234.0/242.7 MB
 96%[================================================  ] 234.0/242.7 MB
 96%[================================================  ] 234.0/242.7 MB
 96%[================================================  ] 234.0/242.7 MB
 96%[================================================  ] 234.0/242.7 MB
 96%[================================================  ] 234.0/242.7 MB
 96%[================================================  ] 234.0/242.7 MB
 96%[================================================  ] 234.0/242.7 MB
 96%[================================================  ] 234.0/242.7 MB
 96%[================================================  ] 234.0/242.7 MB
 96%[================================================  ] 234.0/242.7 MB
 96%[================================================  ] 234.0/242.7 MB
 96%[================================================  ] 234.0/242.7 MB
 96%[================================================  ] 234.1/242.7 MB
 96%[================================================  ] 234.1/242.7 MB
 96%[================================================  ] 234.1/242.7 MB
 96%[================================================  ] 234.1/242.7 MB
 96%[================================================  ] 234.1/242.7 MB
 96%[================================================  ] 234.1/242.7 MB
 96%[================================================  ] 234.1/242.7 MB
 96%[================================================  ] 234.1/242.7 MB
 96%[================================================  ] 234.1/242.7 MB
 96%[================================================  ] 234.1/242.7 MB
 96%[================================================  ] 234.1/242.7 MB
 96%[================================================  ] 234.1/242.7 MB
 96%[================================================  ] 234.1/242.7 MB
 96%[================================================  ] 234.2/242.7 MB
 96%[================================================  ] 234.2/242.7 MB
 96%[================================================  ] 234.2/242.7 MB
 96%[================================================  ] 234.2/242.7 MB
 97%[================================================  ] 234.2/242.7 MB
 97%[================================================  ] 234.2/242.7 MB
 97%[================================================  ] 234.2/242.7 MB
 97%[================================================  ] 234.2/242.7 MB
 97%[================================================  ] 234.2/242.7 MB
 97%[================================================  ] 234.2/242.7 MB
 97%[================================================  ] 234.2/242.7 MB
 97%[================================================  ] 234.2/242.7 MB
 97%[================================================  ] 234.2/242.7 MB
 97%[================================================  ] 234.3/242.7 MB
 97%[================================================  ] 234.3/242.7 MB
 97%[================================================  ] 234.3/242.7 MB
 97%[================================================  ] 234.3/242.7 MB
 97%[================================================  ] 234.3/242.7 MB
 97%[================================================  ] 234.3/242.7 MB
 97%[================================================  ] 234.3/242.7 MB
 97%[================================================  ] 234.3/242.7 MB
 97%[================================================  ] 234.3/242.7 MB
 97%[================================================  ] 234.3/242.7 MB
 97%[================================================  ] 234.3/242.7 MB
 97%[================================================  ] 234.3/242.7 MB
 97%[================================================  ] 234.4/242.7 MB
 97%[================================================  ] 234.4/242.7 MB
 97%[================================================  ] 234.4/242.7 MB
 97%[================================================  ] 234.4/242.7 MB
 97%[================================================  ] 234.4/242.7 MB
 97%[================================================  ] 234.4/242.7 MB
 97%[================================================  ] 234.4/242.7 MB
 97%[================================================  ] 234.4/242.7 MB
 97%[================================================  ] 234.4/242.7 MB
 97%[================================================  ] 234.4/242.7 MB
 97%[================================================  ] 234.4/242.7 MB
 97%[================================================  ] 234.4/242.7 MB
 97%[================================================  ] 234.4/242.7 MB
 97%[================================================  ] 234.5/242.7 MB
 97%[================================================  ] 234.5/242.7 MB
 97%[================================================  ] 234.5/242.7 MB
 97%[================================================  ] 234.5/242.7 MB
 97%[================================================  ] 234.5/242.7 MB
 97%[================================================  ] 234.5/242.7 MB
 97%[================================================  ] 234.5/242.7 MB
 97%[================================================  ] 234.5/242.7 MB
 97%[================================================  ] 234.5/242.7 MB
 97%[================================================  ] 234.5/242.7 MB
 97%[================================================  ] 234.5/242.7 MB
 97%[================================================  ] 234.5/242.7 MB
 97%[================================================  ] 234.5/242.7 MB
 97%[================================================  ] 234.6/242.7 MB
 97%[================================================  ] 234.6/242.7 MB
 97%[================================================  ] 234.6/242.7 MB
 97%[================================================  ] 234.6/242.7 MB
 97%[================================================  ] 234.6/242.7 MB
 97%[================================================  ] 234.6/242.7 MB
 97%[================================================  ] 234.6/242.7 MB
 97%[================================================  ] 234.6/242.7 MB
 97%[================================================  ] 234.6/242.7 MB
 97%[================================================  ] 234.6/242.7 MB
 97%[================================================  ] 234.6/242.7 MB
 97%[================================================  ] 234.6/242.7 MB
 97%[================================================  ] 234.6/242.7 MB
 97%[================================================  ] 234.7/242.7 MB
 97%[================================================  ] 234.7/242.7 MB
 97%[================================================  ] 234.7/242.7 MB
 97%[================================================  ] 234.7/242.7 MB
 97%[================================================  ] 234.7/242.7 MB
 97%[================================================  ] 234.7/242.7 MB
 97%[================================================  ] 234.7/242.7 MB
 97%[================================================  ] 234.7/242.7 MB
 97%[================================================  ] 234.7/242.7 MB
 97%[================================================  ] 234.7/242.7 MB
 97%[================================================  ] 234.7/242.7 MB
 97%[================================================  ] 234.7/242.7 MB
 97%[================================================  ] 234.8/242.7 MB
 97%[================================================  ] 234.8/242.7 MB
 97%[================================================  ] 234.8/242.7 MB
 97%[================================================  ] 234.8/242.7 MB
 97%[================================================  ] 234.8/242.7 MB
 97%[================================================  ] 234.8/242.7 MB
 97%[================================================  ] 234.8/242.7 MB
 97%[================================================  ] 234.8/242.7 MB
 97%[================================================  ] 234.8/242.7 MB
 97%[================================================  ] 234.8/242.7 MB
 97%[================================================  ] 234.8/242.7 MB
 97%[================================================  ] 234.8/242.7 MB
 97%[================================================  ] 234.8/242.7 MB
 97%[================================================  ] 234.9/242.7 MB
 97%[================================================  ] 234.9/242.7 MB
 97%[================================================  ] 234.9/242.7 MB
 97%[================================================  ] 234.9/242.7 MB
 97%[================================================  ] 234.9/242.7 MB
 97%[================================================  ] 234.9/242.7 MB
 97%[================================================  ] 234.9/242.7 MB
 97%[================================================  ] 234.9/242.7 MB
 97%[================================================  ] 234.9/242.7 MB
 97%[================================================  ] 234.9/242.7 MB
 97%[================================================  ] 234.9/242.7 MB
 97%[================================================  ] 234.9/242.7 MB
 97%[================================================  ] 234.9/242.7 MB
 97%[================================================  ] 235.0/242.7 MB
 97%[================================================  ] 235.0/242.7 MB
 97%[================================================  ] 235.0/242.7 MB
 97%[================================================  ] 235.0/242.7 MB
 97%[================================================  ] 235.0/242.7 MB
 97%[================================================  ] 235.0/242.7 MB
 97%[================================================  ] 235.0/242.7 MB
 97%[================================================  ] 235.0/242.7 MB
 97%[================================================  ] 235.0/242.7 MB
 97%[================================================  ] 235.0/242.7 MB
 97%[================================================  ] 235.0/242.7 MB
 97%[================================================  ] 235.0/242.7 MB
 97%[================================================  ] 235.0/242.7 MB
 97%[================================================  ] 235.1/242.7 MB
 97%[================================================  ] 235.1/242.7 MB
 97%[================================================  ] 235.1/242.7 MB
 97%[================================================  ] 235.1/242.7 MB
 97%[================================================  ] 235.1/242.7 MB
 97%[================================================  ] 235.1/242.7 MB
 97%[================================================  ] 235.1/242.7 MB
 97%[================================================  ] 235.1/242.7 MB
 97%[================================================  ] 235.1/242.7 MB
 97%[================================================  ] 235.1/242.7 MB
 97%[================================================  ] 235.1/242.7 MB
 97%[================================================  ] 235.1/242.7 MB
 97%[================================================  ] 235.1/242.7 MB
 97%[================================================  ] 235.2/242.7 MB
 97%[================================================  ] 235.2/242.7 MB
 97%[================================================  ] 235.2/242.7 MB
 97%[================================================  ] 235.2/242.7 MB
 97%[================================================  ] 235.2/242.7 MB
 97%[================================================  ] 235.2/242.7 MB
 97%[================================================  ] 235.2/242.7 MB
 97%[================================================  ] 235.2/242.7 MB
 97%[================================================  ] 235.2/242.7 MB
 97%[================================================  ] 235.2/242.7 MB
 97%[================================================  ] 235.2/242.7 MB
 97%[================================================  ] 235.2/242.7 MB
 97%[================================================  ] 235.2/242.7 MB
 97%[================================================  ] 235.3/242.7 MB
 97%[================================================  ] 235.3/242.7 MB
 97%[================================================  ] 235.3/242.7 MB
 97%[================================================  ] 235.3/242.7 MB
 97%[================================================  ] 235.3/242.7 MB
 97%[================================================  ] 235.3/242.7 MB
 97%[================================================  ] 235.3/242.7 MB
 97%[================================================  ] 235.3/242.7 MB
 97%[================================================  ] 235.3/242.7 MB
 97%[================================================  ] 235.3/242.7 MB
 97%[================================================  ] 235.3/242.7 MB
 97%[================================================  ] 235.3/242.7 MB
 97%[================================================  ] 235.4/242.7 MB
 97%[================================================  ] 235.4/242.7 MB
 97%[================================================  ] 235.4/242.7 MB
 97%[================================================  ] 235.4/242.7 MB
 97%[================================================  ] 235.4/242.7 MB
 97%[================================================  ] 235.4/242.7 MB
 97%[================================================  ] 235.4/242.7 MB
 97%[================================================  ] 235.4/242.7 MB
 97%[================================================  ] 235.4/242.7 MB
 97%[================================================  ] 235.4/242.7 MB
 97%[================================================  ] 235.4/242.7 MB
 97%[================================================  ] 235.4/242.7 MB
 97%[================================================  ] 235.4/242.7 MB
 97%[================================================  ] 235.5/242.7 MB
 97%[================================================  ] 235.5/242.7 MB
 97%[================================================  ] 235.5/242.7 MB
 97%[================================================  ] 235.5/242.7 MB
 97%[================================================  ] 235.5/242.7 MB
 97%[================================================  ] 235.5/242.7 MB
 97%[================================================  ] 235.5/242.7 MB
 97%[================================================  ] 235.5/242.7 MB
 97%[================================================  ] 235.5/242.7 MB
 97%[================================================  ] 235.5/242.7 MB
 97%[================================================  ] 235.5/242.7 MB
 97%[================================================  ] 235.5/242.7 MB
 97%[================================================  ] 235.5/242.7 MB
 97%[================================================  ] 235.6/242.7 MB
 97%[================================================  ] 235.6/242.7 MB
 97%[================================================  ] 235.6/242.7 MB
 97%[================================================  ] 235.6/242.7 MB
 97%[================================================  ] 235.6/242.7 MB
 97%[================================================  ] 235.6/242.7 MB
 97%[================================================  ] 235.6/242.7 MB
 97%[================================================  ] 235.6/242.7 MB
 97%[================================================  ] 235.6/242.7 MB
 97%[================================================  ] 235.6/242.7 MB
 97%[================================================  ] 235.6/242.7 MB
 97%[================================================  ] 235.6/242.7 MB
 97%[================================================  ] 235.6/242.7 MB
 97%[================================================  ] 235.7/242.7 MB
 97%[================================================  ] 235.7/242.7 MB
 97%[================================================  ] 235.7/242.7 MB
 97%[================================================  ] 235.7/242.7 MB
 97%[================================================  ] 235.7/242.7 MB
 97%[================================================  ] 235.7/242.7 MB
 97%[================================================  ] 235.7/242.7 MB
 97%[================================================  ] 235.7/242.7 MB
 97%[================================================  ] 235.7/242.7 MB
 97%[================================================  ] 235.7/242.7 MB
 97%[================================================  ] 235.7/242.7 MB
 97%[================================================  ] 235.7/242.7 MB
 97%[================================================  ] 235.8/242.7 MB
 97%[================================================  ] 235.8/242.7 MB
 97%[================================================  ] 235.8/242.7 MB
 97%[================================================  ] 235.8/242.7 MB
 97%[================================================  ] 235.8/242.7 MB
 97%[================================================  ] 235.8/242.7 MB
 97%[================================================  ] 235.8/242.7 MB
 97%[================================================  ] 235.8/242.7 MB
 97%[================================================  ] 235.8/242.7 MB
 97%[================================================  ] 235.8/242.7 MB
 97%[================================================  ] 235.8/242.7 MB
 97%[================================================  ] 235.8/242.7 MB
 97%[================================================  ] 235.8/242.7 MB
 97%[================================================  ] 235.9/242.7 MB
 97%[================================================  ] 235.9/242.7 MB
 97%[================================================  ] 235.9/242.7 MB
 97%[================================================  ] 235.9/242.7 MB
 97%[================================================  ] 235.9/242.7 MB
 97%[================================================  ] 235.9/242.7 MB
 97%[================================================  ] 235.9/242.7 MB
 97%[================================================  ] 235.9/242.7 MB
 97%[================================================  ] 235.9/242.7 MB
 97%[================================================  ] 235.9/242.7 MB
 97%[================================================  ] 235.9/242.7 MB
 97%[================================================  ] 235.9/242.7 MB
 97%[================================================  ] 235.9/242.7 MB
 97%[================================================  ] 236.0/242.7 MB
 97%[================================================  ] 236.0/242.7 MB
 97%[================================================  ] 236.0/242.7 MB
 97%[================================================  ] 236.0/242.7 MB
 97%[================================================  ] 236.0/242.7 MB
 97%[================================================  ] 236.0/242.7 MB
 97%[================================================  ] 236.0/242.7 MB
 97%[================================================  ] 236.0/242.7 MB
 97%[================================================  ] 236.0/242.7 MB
 97%[================================================  ] 236.0/242.7 MB
 97%[================================================  ] 236.0/242.7 MB
 97%[================================================  ] 236.0/242.7 MB
 97%[================================================  ] 236.0/242.7 MB
 97%[================================================  ] 236.1/242.7 MB
 97%[================================================  ] 236.1/242.7 MB
 97%[================================================  ] 236.1/242.7 MB
 97%[================================================  ] 236.1/242.7 MB
 97%[================================================  ] 236.1/242.7 MB
 97%[================================================  ] 236.1/242.7 MB
 97%[================================================  ] 236.1/242.7 MB
 97%[================================================  ] 236.1/242.7 MB
 97%[================================================  ] 236.1/242.7 MB
 97%[================================================  ] 236.1/242.7 MB
 97%[================================================  ] 236.1/242.7 MB
 97%[================================================  ] 236.1/242.7 MB
 97%[================================================  ] 236.1/242.7 MB
 97%[================================================  ] 236.2/242.7 MB
 97%[================================================  ] 236.2/242.7 MB
 97%[================================================  ] 236.2/242.7 MB
 97%[================================================  ] 236.2/242.7 MB
 97%[================================================  ] 236.2/242.7 MB
 97%[================================================  ] 236.2/242.7 MB
 97%[================================================  ] 236.2/242.7 MB
 97%[================================================  ] 236.2/242.7 MB
 97%[================================================  ] 236.2/242.7 MB
 97%[================================================  ] 236.2/242.7 MB
 97%[================================================  ] 236.2/242.7 MB
 97%[================================================  ] 236.2/242.7 MB
 97%[================================================  ] 236.2/242.7 MB
 97%[================================================  ] 236.3/242.7 MB
 97%[================================================  ] 236.3/242.7 MB
 97%[================================================  ] 236.3/242.7 MB
 97%[================================================  ] 236.3/242.7 MB
 97%[================================================  ] 236.3/242.7 MB
 97%[================================================  ] 236.3/242.7 MB
 97%[================================================  ] 236.3/242.7 MB
 97%[================================================  ] 236.3/242.7 MB
 97%[================================================  ] 236.3/242.7 MB
 97%[================================================  ] 236.3/242.7 MB
 97%[================================================  ] 236.3/242.7 MB
 97%[================================================  ] 236.3/242.7 MB
 97%[================================================  ] 236.4/242.7 MB
 97%[================================================  ] 236.4/242.7 MB
 97%[================================================  ] 236.4/242.7 MB
 97%[================================================  ] 236.4/242.7 MB
 97%[================================================  ] 236.4/242.7 MB
 97%[================================================  ] 236.4/242.7 MB
 97%[================================================  ] 236.4/242.7 MB
 97%[================================================  ] 236.4/242.7 MB
 97%[================================================  ] 236.4/242.7 MB
 97%[================================================  ] 236.4/242.7 MB
 97%[================================================  ] 236.4/242.7 MB
 97%[================================================  ] 236.4/242.7 MB
 97%[================================================  ] 236.4/242.7 MB
 97%[================================================  ] 236.5/242.7 MB
 97%[================================================  ] 236.5/242.7 MB
 97%[================================================  ] 236.5/242.7 MB
 97%[================================================  ] 236.5/242.7 MB
 97%[================================================  ] 236.5/242.7 MB
 97%[================================================  ] 236.5/242.7 MB
 97%[================================================  ] 236.5/242.7 MB
 97%[================================================  ] 236.5/242.7 MB
 97%[================================================  ] 236.5/242.7 MB
 97%[================================================  ] 236.5/242.7 MB
 97%[================================================  ] 236.5/242.7 MB
 97%[================================================  ] 236.5/242.7 MB
 97%[================================================  ] 236.5/242.7 MB
 97%[================================================  ] 236.6/242.7 MB
 97%[================================================  ] 236.6/242.7 MB
 97%[================================================  ] 236.6/242.7 MB
 97%[================================================  ] 236.6/242.7 MB
 97%[================================================  ] 236.6/242.7 MB
 97%[================================================  ] 236.6/242.7 MB
 97%[================================================  ] 236.6/242.7 MB
 97%[================================================  ] 236.6/242.7 MB
 98%[================================================  ] 236.6/242.7 MB
 98%[================================================  ] 236.6/242.7 MB
 98%[================================================  ] 236.6/242.7 MB
 98%[================================================  ] 236.6/242.7 MB
 98%[================================================  ] 236.6/242.7 MB
 98%[================================================  ] 236.7/242.7 MB
 98%[================================================  ] 236.7/242.7 MB
 98%[================================================  ] 236.7/242.7 MB
 98%[================================================  ] 236.7/242.7 MB
 98%[================================================  ] 236.7/242.7 MB
 98%[================================================  ] 236.7/242.7 MB
 98%[================================================  ] 236.7/242.7 MB
 98%[================================================  ] 236.7/242.7 MB
 98%[================================================  ] 236.7/242.7 MB
 98%[================================================  ] 236.7/242.7 MB
 98%[================================================  ] 236.7/242.7 MB
 98%[================================================  ] 236.7/242.7 MB
 98%[================================================  ] 236.8/242.7 MB
 98%[================================================  ] 236.8/242.7 MB
 98%[================================================  ] 236.8/242.7 MB
 98%[================================================  ] 236.8/242.7 MB
 98%[================================================  ] 236.8/242.7 MB
 98%[================================================  ] 236.8/242.7 MB
 98%[================================================  ] 236.8/242.7 MB
 98%[================================================  ] 236.8/242.7 MB
 98%[================================================  ] 236.8/242.7 MB
 98%[================================================  ] 236.8/242.7 MB
 98%[================================================  ] 236.8/242.7 MB
 98%[================================================  ] 236.8/242.7 MB
 98%[================================================  ] 236.8/242.7 MB
 98%[================================================  ] 236.9/242.7 MB
 98%[================================================  ] 236.9/242.7 MB
 98%[================================================  ] 236.9/242.7 MB
 98%[================================================  ] 236.9/242.7 MB
 98%[================================================  ] 236.9/242.7 MB
 98%[================================================  ] 236.9/242.7 MB
 98%[================================================  ] 236.9/242.7 MB
 98%[================================================  ] 236.9/242.7 MB
 98%[================================================  ] 236.9/242.7 MB
 98%[================================================  ] 236.9/242.7 MB
 98%[================================================  ] 236.9/242.7 MB
 98%[================================================  ] 236.9/242.7 MB
 98%[================================================  ] 236.9/242.7 MB
 98%[================================================  ] 237.0/242.7 MB
 98%[================================================  ] 237.0/242.7 MB
 98%[================================================  ] 237.0/242.7 MB
 98%[================================================  ] 237.0/242.7 MB
 98%[================================================  ] 237.0/242.7 MB
 98%[================================================  ] 237.0/242.7 MB
 98%[================================================  ] 237.0/242.7 MB
 98%[================================================  ] 237.0/242.7 MB
 98%[================================================  ] 237.0/242.7 MB
 98%[================================================  ] 237.0/242.7 MB
 98%[================================================  ] 237.0/242.7 MB
 98%[================================================  ] 237.0/242.7 MB
 98%[================================================  ] 237.0/242.7 MB
 98%[================================================  ] 237.1/242.7 MB
 98%[================================================  ] 237.1/242.7 MB
 98%[================================================  ] 237.1/242.7 MB
 98%[================================================  ] 237.1/242.7 MB
 98%[================================================  ] 237.1/242.7 MB
 98%[================================================  ] 237.1/242.7 MB
 98%[================================================  ] 237.1/242.7 MB
 98%[================================================  ] 237.1/242.7 MB
 98%[================================================  ] 237.1/242.7 MB
 98%[================================================  ] 237.1/242.7 MB
 98%[================================================  ] 237.1/242.7 MB
 98%[================================================  ] 237.1/242.7 MB
 98%[================================================  ] 237.1/242.7 MB
 98%[================================================  ] 237.2/242.7 MB
 98%[================================================  ] 237.2/242.7 MB
 98%[================================================  ] 237.2/242.7 MB
 98%[================================================  ] 237.2/242.7 MB
 98%[================================================  ] 237.2/242.7 MB
 98%[================================================  ] 237.2/242.7 MB
 98%[================================================  ] 237.2/242.7 MB
 98%[================================================  ] 237.2/242.7 MB
 98%[================================================  ] 237.2/242.7 MB
 98%[================================================  ] 237.2/242.7 MB
 98%[================================================  ] 237.2/242.7 MB
 98%[================================================  ] 237.2/242.7 MB
 98%[================================================  ] 237.2/242.7 MB
 98%[================================================  ] 237.3/242.7 MB
 98%[================================================  ] 237.3/242.7 MB
 98%[================================================  ] 237.3/242.7 MB
 98%[================================================  ] 237.3/242.7 MB
 98%[================================================  ] 237.3/242.7 MB
 98%[================================================  ] 237.3/242.7 MB
 98%[================================================  ] 237.3/242.7 MB
 98%[================================================  ] 237.3/242.7 MB
 98%[================================================  ] 237.3/242.7 MB
 98%[================================================  ] 237.3/242.7 MB
 98%[================================================  ] 237.3/242.7 MB
 98%[================================================  ] 237.3/242.7 MB
 98%[================================================  ] 237.4/242.7 MB
 98%[================================================  ] 237.4/242.7 MB
 98%[================================================  ] 237.4/242.7 MB
 98%[================================================  ] 237.4/242.7 MB
 98%[================================================  ] 237.4/242.7 MB
 98%[================================================  ] 237.4/242.7 MB
 98%[================================================  ] 237.4/242.7 MB
 98%[================================================  ] 237.4/242.7 MB
 98%[================================================  ] 237.4/242.7 MB
 98%[================================================  ] 237.4/242.7 MB
 98%[================================================  ] 237.4/242.7 MB
 98%[================================================  ] 237.4/242.7 MB
 98%[================================================  ] 237.4/242.7 MB
 98%[================================================  ] 237.5/242.7 MB
 98%[================================================  ] 237.5/242.7 MB
 98%[================================================  ] 237.5/242.7 MB
 98%[================================================  ] 237.5/242.7 MB
 98%[================================================  ] 237.5/242.7 MB
 98%[================================================  ] 237.5/242.7 MB
 98%[================================================  ] 237.5/242.7 MB
 98%[================================================  ] 237.5/242.7 MB
 98%[================================================  ] 237.5/242.7 MB
 98%[================================================  ] 237.5/242.7 MB
 98%[================================================  ] 237.5/242.7 MB
 98%[================================================  ] 237.5/242.7 MB
 98%[================================================  ] 237.5/242.7 MB
 98%[================================================  ] 237.6/242.7 MB
 98%[================================================  ] 237.6/242.7 MB
 98%[================================================  ] 237.6/242.7 MB
 98%[================================================  ] 237.6/242.7 MB
 98%[================================================  ] 237.6/242.7 MB
 98%[================================================  ] 237.6/242.7 MB
 98%[================================================  ] 237.6/242.7 MB
 98%[================================================  ] 237.6/242.7 MB
 98%[================================================  ] 237.6/242.7 MB
 98%[================================================  ] 237.6/242.7 MB
 98%[================================================  ] 237.6/242.7 MB
 98%[================================================  ] 237.6/242.7 MB
 98%[================================================  ] 237.6/242.7 MB
 98%[================================================  ] 237.7/242.7 MB
 98%[================================================  ] 237.7/242.7 MB
 98%[================================================  ] 237.7/242.7 MB
 98%[================================================  ] 237.7/242.7 MB
 98%[================================================  ] 237.7/242.7 MB
 98%[================================================  ] 237.7/242.7 MB
 98%[================================================  ] 237.7/242.7 MB
 98%[================================================  ] 237.7/242.7 MB
 98%[================================================  ] 237.7/242.7 MB
 98%[================================================  ] 237.7/242.7 MB
 98%[================================================  ] 237.7/242.7 MB
 98%[================================================  ] 237.7/242.7 MB
 98%[================================================  ] 237.8/242.7 MB
 98%[================================================  ] 237.8/242.7 MB
 98%[================================================  ] 237.8/242.7 MB
 98%[================================================  ] 237.8/242.7 MB
 98%[================================================  ] 237.8/242.7 MB
 98%[================================================  ] 237.8/242.7 MB
 98%[================================================  ] 237.8/242.7 MB
 98%[================================================  ] 237.8/242.7 MB
 98%[================================================  ] 237.8/242.7 MB
 98%[================================================  ] 237.8/242.7 MB
 98%[================================================= ] 237.8/242.7 MB
 98%[================================================= ] 237.8/242.7 MB
 98%[================================================= ] 237.8/242.7 MB
 98%[================================================= ] 237.9/242.7 MB
 98%[================================================= ] 237.9/242.7 MB
 98%[================================================= ] 237.9/242.7 MB
 98%[================================================= ] 237.9/242.7 MB
 98%[================================================= ] 237.9/242.7 MB
 98%[================================================= ] 237.9/242.7 MB
 98%[================================================= ] 237.9/242.7 MB
 98%[================================================= ] 237.9/242.7 MB
 98%[================================================= ] 237.9/242.7 MB
 98%[================================================= ] 237.9/242.7 MB
 98%[================================================= ] 237.9/242.7 MB
 98%[================================================= ] 237.9/242.7 MB
 98%[================================================= ] 237.9/242.7 MB
 98%[================================================= ] 238.0/242.7 MB
 98%[================================================= ] 238.0/242.7 MB
 98%[================================================= ] 238.0/242.7 MB
 98%[================================================= ] 238.0/242.7 MB
 98%[================================================= ] 238.0/242.7 MB
 98%[================================================= ] 238.0/242.7 MB
 98%[================================================= ] 238.0/242.7 MB
 98%[================================================= ] 238.0/242.7 MB
 98%[================================================= ] 238.0/242.7 MB
 98%[================================================= ] 238.0/242.7 MB
 98%[================================================= ] 238.0/242.7 MB
 98%[================================================= ] 238.0/242.7 MB
 98%[================================================= ] 238.0/242.7 MB
 98%[================================================= ] 238.1/242.7 MB
 98%[================================================= ] 238.1/242.7 MB
 98%[================================================= ] 238.1/242.7 MB
 98%[================================================= ] 238.1/242.7 MB
 98%[================================================= ] 238.1/242.7 MB
 98%[================================================= ] 238.1/242.7 MB
 98%[================================================= ] 238.1/242.7 MB
 98%[================================================= ] 238.1/242.7 MB
 98%[================================================= ] 238.1/242.7 MB
 98%[================================================= ] 238.1/242.7 MB
 98%[================================================= ] 238.1/242.7 MB
 98%[================================================= ] 238.1/242.7 MB
 98%[================================================= ] 238.1/242.7 MB
 98%[================================================= ] 238.2/242.7 MB
 98%[================================================= ] 238.2/242.7 MB
 98%[================================================= ] 238.2/242.7 MB
 98%[================================================= ] 238.2/242.7 MB
 98%[================================================= ] 238.2/242.7 MB
 98%[================================================= ] 238.2/242.7 MB
 98%[================================================= ] 238.2/242.7 MB
 98%[================================================= ] 238.2/242.7 MB
 98%[================================================= ] 238.2/242.7 MB
 98%[================================================= ] 238.2/242.7 MB
 98%[================================================= ] 238.2/242.7 MB
 98%[================================================= ] 238.2/242.7 MB
 98%[================================================= ] 238.2/242.7 MB
 98%[================================================= ] 238.3/242.7 MB
 98%[================================================= ] 238.3/242.7 MB
 98%[================================================= ] 238.3/242.7 MB
 98%[================================================= ] 238.3/242.7 MB
 98%[================================================= ] 238.3/242.7 MB
 98%[================================================= ] 238.3/242.7 MB
 98%[================================================= ] 238.3/242.7 MB
 98%[================================================= ] 238.3/242.7 MB
 98%[================================================= ] 238.3/242.7 MB
 98%[================================================= ] 238.3/242.7 MB
 98%[================================================= ] 238.3/242.7 MB
 98%[================================================= ] 238.3/242.7 MB
 98%[================================================= ] 238.4/242.7 MB
 98%[================================================= ] 238.4/242.7 MB
 98%[================================================= ] 238.4/242.7 MB
 98%[================================================= ] 238.4/242.7 MB
 98%[================================================= ] 238.4/242.7 MB
 98%[================================================= ] 238.4/242.7 MB
 98%[================================================= ] 238.4/242.7 MB
 98%[================================================= ] 238.4/242.7 MB
 98%[================================================= ] 238.4/242.7 MB
 98%[================================================= ] 238.4/242.7 MB
 98%[================================================= ] 238.4/242.7 MB
 98%[================================================= ] 238.4/242.7 MB
 98%[================================================= ] 238.4/242.7 MB
 98%[================================================= ] 238.5/242.7 MB
 98%[================================================= ] 238.5/242.7 MB
 98%[================================================= ] 238.5/242.7 MB
 98%[================================================= ] 238.5/242.7 MB
 98%[================================================= ] 238.5/242.7 MB
 98%[================================================= ] 238.5/242.7 MB
 98%[================================================= ] 238.5/242.7 MB
 98%[================================================= ] 238.5/242.7 MB
 98%[================================================= ] 238.5/242.7 MB
 98%[================================================= ] 238.5/242.7 MB
 98%[================================================= ] 238.5/242.7 MB
 98%[================================================= ] 238.5/242.7 MB
 98%[================================================= ] 238.5/242.7 MB
 98%[================================================= ] 238.6/242.7 MB
 98%[================================================= ] 238.6/242.7 MB
 98%[================================================= ] 238.6/242.7 MB
 98%[================================================= ] 238.6/242.7 MB
 98%[================================================= ] 238.6/242.7 MB
 98%[================================================= ] 238.6/242.7 MB
 98%[================================================= ] 238.6/242.7 MB
 98%[================================================= ] 238.6/242.7 MB
 98%[================================================= ] 238.6/242.7 MB
 98%[================================================= ] 238.6/242.7 MB
 98%[================================================= ] 238.6/242.7 MB
 98%[================================================= ] 238.6/242.7 MB
 98%[================================================= ] 238.6/242.7 MB
 98%[================================================= ] 238.7/242.7 MB
 98%[================================================= ] 238.7/242.7 MB
 98%[================================================= ] 238.7/242.7 MB
 98%[================================================= ] 238.7/242.7 MB
 98%[================================================= ] 238.7/242.7 MB
 98%[================================================= ] 238.7/242.7 MB
 98%[================================================= ] 238.7/242.7 MB
 98%[================================================= ] 238.7/242.7 MB
 98%[================================================= ] 238.7/242.7 MB
 98%[================================================= ] 238.7/242.7 MB
 98%[================================================= ] 238.7/242.7 MB
 98%[================================================= ] 238.7/242.7 MB
 98%[================================================= ] 238.8/242.7 MB
 98%[================================================= ] 238.8/242.7 MB
 98%[================================================= ] 238.8/242.7 MB
 98%[================================================= ] 238.8/242.7 MB
 98%[================================================= ] 238.8/242.7 MB
 98%[================================================= ] 238.8/242.7 MB
 98%[================================================= ] 238.8/242.7 MB
 98%[================================================= ] 238.8/242.7 MB
 98%[================================================= ] 238.8/242.7 MB
 98%[================================================= ] 238.8/242.7 MB
 98%[================================================= ] 238.8/242.7 MB
 98%[================================================= ] 238.8/242.7 MB
 98%[================================================= ] 238.8/242.7 MB
 98%[================================================= ] 238.9/242.7 MB
 98%[================================================= ] 238.9/242.7 MB
 98%[================================================= ] 238.9/242.7 MB
 98%[================================================= ] 238.9/242.7 MB
 98%[================================================= ] 238.9/242.7 MB
 98%[================================================= ] 238.9/242.7 MB
 98%[================================================= ] 238.9/242.7 MB
 98%[================================================= ] 238.9/242.7 MB
 98%[================================================= ] 238.9/242.7 MB
 98%[================================================= ] 238.9/242.7 MB
 98%[================================================= ] 238.9/242.7 MB
 98%[================================================= ] 238.9/242.7 MB
 98%[================================================= ] 238.9/242.7 MB
 98%[================================================= ] 239.0/242.7 MB
 98%[================================================= ] 239.0/242.7 MB
 98%[================================================= ] 239.0/242.7 MB
 98%[================================================= ] 239.0/242.7 MB
 98%[================================================= ] 239.0/242.7 MB
 98%[================================================= ] 239.0/242.7 MB
 98%[================================================= ] 239.0/242.7 MB
 98%[================================================= ] 239.0/242.7 MB
 98%[================================================= ] 239.0/242.7 MB
 98%[================================================= ] 239.0/242.7 MB
 98%[================================================= ] 239.0/242.7 MB
 98%[================================================= ] 239.0/242.7 MB
 99%[================================================= ] 239.0/242.7 MB
 99%[================================================= ] 239.1/242.7 MB
 99%[================================================= ] 239.1/242.7 MB
 99%[================================================= ] 239.1/242.7 MB
 99%[================================================= ] 239.1/242.7 MB
 99%[================================================= ] 239.1/242.7 MB
 99%[================================================= ] 239.1/242.7 MB
 99%[================================================= ] 239.1/242.7 MB
 99%[================================================= ] 239.1/242.7 MB
 99%[================================================= ] 239.1/242.7 MB
 99%[================================================= ] 239.1/242.7 MB
 99%[================================================= ] 239.1/242.7 MB
 99%[================================================= ] 239.1/242.7 MB
 99%[================================================= ] 239.1/242.7 MB
 99%[================================================= ] 239.2/242.7 MB
 99%[================================================= ] 239.2/242.7 MB
 99%[================================================= ] 239.2/242.7 MB
 99%[================================================= ] 239.2/242.7 MB
 99%[================================================= ] 239.2/242.7 MB
 99%[================================================= ] 239.2/242.7 MB
 99%[================================================= ] 239.2/242.7 MB
 99%[================================================= ] 239.2/242.7 MB
 99%[================================================= ] 239.2/242.7 MB
 99%[================================================= ] 239.2/242.7 MB
 99%[================================================= ] 239.2/242.7 MB
 99%[================================================= ] 239.2/242.7 MB
 99%[================================================= ] 239.2/242.7 MB
 99%[================================================= ] 239.3/242.7 MB
 99%[================================================= ] 239.3/242.7 MB
 99%[================================================= ] 239.3/242.7 MB
 99%[================================================= ] 239.3/242.7 MB
 99%[================================================= ] 239.3/242.7 MB
 99%[================================================= ] 239.3/242.7 MB
 99%[================================================= ] 239.3/242.7 MB
 99%[================================================= ] 239.3/242.7 MB
 99%[================================================= ] 239.3/242.7 MB
 99%[================================================= ] 239.3/242.7 MB
 99%[================================================= ] 239.3/242.7 MB
 99%[================================================= ] 239.3/242.7 MB
 99%[================================================= ] 239.4/242.7 MB
 99%[================================================= ] 239.4/242.7 MB
 99%[================================================= ] 239.4/242.7 MB
 99%[================================================= ] 239.4/242.7 MB
 99%[================================================= ] 239.4/242.7 MB
 99%[================================================= ] 239.4/242.7 MB
 99%[================================================= ] 239.4/242.7 MB
 99%[================================================= ] 239.4/242.7 MB
 99%[================================================= ] 239.4/242.7 MB
 99%[================================================= ] 239.4/242.7 MB
 99%[================================================= ] 239.4/242.7 MB
 99%[================================================= ] 239.4/242.7 MB
 99%[================================================= ] 239.4/242.7 MB
 99%[================================================= ] 239.5/242.7 MB
 99%[================================================= ] 239.5/242.7 MB
 99%[================================================= ] 239.5/242.7 MB
 99%[================================================= ] 239.5/242.7 MB
 99%[================================================= ] 239.5/242.7 MB
 99%[================================================= ] 239.5/242.7 MB
 99%[================================================= ] 239.5/242.7 MB
 99%[================================================= ] 239.5/242.7 MB
 99%[================================================= ] 239.5/242.7 MB
 99%[================================================= ] 239.5/242.7 MB
 99%[================================================= ] 239.5/242.7 MB
 99%[================================================= ] 239.5/242.7 MB
 99%[================================================= ] 239.5/242.7 MB
 99%[================================================= ] 239.6/242.7 MB
 99%[================================================= ] 239.6/242.7 MB
 99%[================================================= ] 239.6/242.7 MB
 99%[================================================= ] 239.6/242.7 MB
 99%[================================================= ] 239.6/242.7 MB
 99%[================================================= ] 239.6/242.7 MB
 99%[================================================= ] 239.6/242.7 MB
 99%[================================================= ] 239.6/242.7 MB
 99%[================================================= ] 239.6/242.7 MB
 99%[================================================= ] 239.6/242.7 MB
 99%[================================================= ] 239.6/242.7 MB
 99%[================================================= ] 239.6/242.7 MB
 99%[================================================= ] 239.6/242.7 MB
 99%[================================================= ] 239.7/242.7 MB
 99%[================================================= ] 239.7/242.7 MB
 99%[================================================= ] 239.7/242.7 MB
 99%[================================================= ] 239.7/242.7 MB
 99%[================================================= ] 239.7/242.7 MB
 99%[================================================= ] 239.7/242.7 MB
 99%[================================================= ] 239.7/242.7 MB
 99%[================================================= ] 239.7/242.7 MB
 99%[================================================= ] 239.7/242.7 MB
 99%[================================================= ] 239.7/242.7 MB
 99%[================================================= ] 239.7/242.7 MB
 99%[================================================= ] 239.7/242.7 MB
 99%[================================================= ] 239.8/242.7 MB
 99%[================================================= ] 239.8/242.7 MB
 99%[================================================= ] 239.8/242.7 MB
 99%[================================================= ] 239.8/242.7 MB
 99%[================================================= ] 239.8/242.7 MB
 99%[================================================= ] 239.8/242.7 MB
 99%[================================================= ] 239.8/242.7 MB
 99%[================================================= ] 239.8/242.7 MB
 99%[================================================= ] 239.8/242.7 MB
 99%[================================================= ] 239.8/242.7 MB
 99%[================================================= ] 239.8/242.7 MB
 99%[================================================= ] 239.8/242.7 MB
 99%[================================================= ] 239.8/242.7 MB
 99%[================================================= ] 239.9/242.7 MB
 99%[================================================= ] 239.9/242.7 MB
 99%[================================================= ] 239.9/242.7 MB
 99%[================================================= ] 239.9/242.7 MB
 99%[================================================= ] 239.9/242.7 MB
 99%[================================================= ] 239.9/242.7 MB
 99%[================================================= ] 239.9/242.7 MB
 99%[================================================= ] 239.9/242.7 MB
 99%[================================================= ] 239.9/242.7 MB
 99%[================================================= ] 239.9/242.7 MB
 99%[================================================= ] 239.9/242.7 MB
 99%[================================================= ] 239.9/242.7 MB
 99%[================================================= ] 239.9/242.7 MB
 99%[================================================= ] 240.0/242.7 MB
 99%[================================================= ] 240.0/242.7 MB
 99%[================================================= ] 240.0/242.7 MB
 99%[================================================= ] 240.0/242.7 MB
 99%[================================================= ] 240.0/242.7 MB
 99%[================================================= ] 240.0/242.7 MB
 99%[================================================= ] 240.0/242.7 MB
 99%[================================================= ] 240.0/242.7 MB
 99%[================================================= ] 240.0/242.7 MB
 99%[================================================= ] 240.0/242.7 MB
 99%[================================================= ] 240.0/242.7 MB
 99%[================================================= ] 240.0/242.7 MB
 99%[================================================= ] 240.0/242.7 MB
 99%[================================================= ] 240.1/242.7 MB
 99%[================================================= ] 240.1/242.7 MB
 99%[================================================= ] 240.1/242.7 MB
 99%[================================================= ] 240.1/242.7 MB
 99%[================================================= ] 240.1/242.7 MB
 99%[================================================= ] 240.1/242.7 MB
 99%[================================================= ] 240.1/242.7 MB
 99%[================================================= ] 240.1/242.7 MB
 99%[================================================= ] 240.1/242.7 MB
 99%[================================================= ] 240.1/242.7 MB
 99%[================================================= ] 240.1/242.7 MB
 99%[================================================= ] 240.1/242.7 MB
 99%[================================================= ] 240.1/242.7 MB
 99%[================================================= ] 240.2/242.7 MB
 99%[================================================= ] 240.2/242.7 MB
 99%[================================================= ] 240.2/242.7 MB
 99%[================================================= ] 240.2/242.7 MB
 99%[================================================= ] 240.2/242.7 MB
 99%[================================================= ] 240.2/242.7 MB
 99%[================================================= ] 240.2/242.7 MB
 99%[================================================= ] 240.2/242.7 MB
 99%[================================================= ] 240.2/242.7 MB
 99%[================================================= ] 240.2/242.7 MB
 99%[================================================= ] 240.2/242.7 MB
 99%[================================================= ] 240.2/242.7 MB
 99%[================================================= ] 240.2/242.7 MB
 99%[================================================= ] 240.3/242.7 MB
 99%[================================================= ] 240.3/242.7 MB
 99%[================================================= ] 240.3/242.7 MB
 99%[================================================= ] 240.3/242.7 MB
 99%[================================================= ] 240.3/242.7 MB
 99%[================================================= ] 240.3/242.7 MB
 99%[================================================= ] 240.3/242.7 MB
 99%[================================================= ] 240.3/242.7 MB
 99%[================================================= ] 240.3/242.7 MB
 99%[================================================= ] 240.3/242.7 MB
 99%[================================================= ] 240.3/242.7 MB
 99%[================================================= ] 240.3/242.7 MB
 99%[================================================= ] 240.4/242.7 MB
 99%[================================================= ] 240.4/242.7 MB
 99%[================================================= ] 240.4/242.7 MB
 99%[================================================= ] 240.4/242.7 MB
 99%[================================================= ] 240.4/242.7 MB
 99%[================================================= ] 240.4/242.7 MB
 99%[================================================= ] 240.4/242.7 MB
 99%[================================================= ] 240.4/242.7 MB
 99%[================================================= ] 240.4/242.7 MB
 99%[================================================= ] 240.4/242.7 MB
 99%[================================================= ] 240.4/242.7 MB
 99%[================================================= ] 240.4/242.7 MB
 99%[================================================= ] 240.4/242.7 MB
 99%[================================================= ] 240.5/242.7 MB
 99%[================================================= ] 240.5/242.7 MB
 99%[================================================= ] 240.5/242.7 MB
 99%[================================================= ] 240.5/242.7 MB
 99%[================================================= ] 240.5/242.7 MB
 99%[================================================= ] 240.5/242.7 MB
 99%[================================================= ] 240.5/242.7 MB
 99%[================================================= ] 240.5/242.7 MB
 99%[================================================= ] 240.5/242.7 MB
 99%[================================================= ] 240.5/242.7 MB
 99%[================================================= ] 240.5/242.7 MB
 99%[================================================= ] 240.5/242.7 MB
 99%[================================================= ] 240.5/242.7 MB
 99%[================================================= ] 240.6/242.7 MB
 99%[================================================= ] 240.6/242.7 MB
 99%[================================================= ] 240.6/242.7 MB
 99%[================================================= ] 240.6/242.7 MB
 99%[================================================= ] 240.6/242.7 MB
 99%[================================================= ] 240.6/242.7 MB
 99%[================================================= ] 240.6/242.7 MB
 99%[================================================= ] 240.6/242.7 MB
 99%[================================================= ] 240.6/242.7 MB
 99%[================================================= ] 240.6/242.7 MB
 99%[================================================= ] 240.6/242.7 MB
 99%[================================================= ] 240.6/242.7 MB
 99%[================================================= ] 240.6/242.7 MB
 99%[================================================= ] 240.7/242.7 MB
 99%[================================================= ] 240.7/242.7 MB
 99%[================================================= ] 240.7/242.7 MB
 99%[================================================= ] 240.7/242.7 MB
 99%[================================================= ] 240.7/242.7 MB
 99%[================================================= ] 240.7/242.7 MB
 99%[================================================= ] 240.7/242.7 MB
 99%[================================================= ] 240.7/242.7 MB
 99%[================================================= ] 240.7/242.7 MB
 99%[================================================= ] 240.7/242.7 MB
 99%[================================================= ] 240.7/242.7 MB
 99%[================================================= ] 240.7/242.7 MB
 99%[================================================= ] 240.8/242.7 MB
 99%[================================================= ] 240.8/242.7 MB
 99%[================================================= ] 240.8/242.7 MB
 99%[================================================= ] 240.8/242.7 MB
 99%[================================================= ] 240.8/242.7 MB
 99%[================================================= ] 240.8/242.7 MB
 99%[================================================= ] 240.8/242.7 MB
 99%[================================================= ] 240.8/242.7 MB
 99%[================================================= ] 240.8/242.7 MB
 99%[================================================= ] 240.8/242.7 MB
 99%[================================================= ] 240.8/242.7 MB
 99%[================================================= ] 240.8/242.7 MB
 99%[================================================= ] 240.8/242.7 MB
 99%[================================================= ] 240.9/242.7 MB
 99%[================================================= ] 240.9/242.7 MB
 99%[================================================= ] 240.9/242.7 MB
 99%[================================================= ] 240.9/242.7 MB
 99%[================================================= ] 240.9/242.7 MB
 99%[================================================= ] 240.9/242.7 MB
 99%[================================================= ] 240.9/242.7 MB
 99%[================================================= ] 240.9/242.7 MB
 99%[================================================= ] 240.9/242.7 MB
 99%[================================================= ] 240.9/242.7 MB
 99%[================================================= ] 240.9/242.7 MB
 99%[================================================= ] 240.9/242.7 MB
 99%[================================================= ] 240.9/242.7 MB
 99%[================================================= ] 241.0/242.7 MB
 99%[================================================= ] 241.0/242.7 MB
 99%[================================================= ] 241.0/242.7 MB
 99%[================================================= ] 241.0/242.7 MB
 99%[================================================= ] 241.0/242.7 MB
 99%[================================================= ] 241.0/242.7 MB
 99%[================================================= ] 241.0/242.7 MB
 99%[================================================= ] 241.0/242.7 MB
 99%[================================================= ] 241.0/242.7 MB
 99%[================================================= ] 241.0/242.7 MB
 99%[================================================= ] 241.0/242.7 MB
 99%[================================================= ] 241.0/242.7 MB
 99%[================================================= ] 241.0/242.7 MB
 99%[================================================= ] 241.1/242.7 MB
 99%[================================================= ] 241.1/242.7 MB
 99%[================================================= ] 241.1/242.7 MB
 99%[================================================= ] 241.1/242.7 MB
 99%[================================================= ] 241.1/242.7 MB
 99%[================================================= ] 241.1/242.7 MB
 99%[================================================= ] 241.1/242.7 MB
 99%[================================================= ] 241.1/242.7 MB
 99%[================================================= ] 241.1/242.7 MB
 99%[================================================= ] 241.1/242.7 MB
 99%[================================================= ] 241.1/242.7 MB
 99%[================================================= ] 241.1/242.7 MB
 99%[================================================= ] 241.1/242.7 MB
 99%[================================================= ] 241.2/242.7 MB
 99%[================================================= ] 241.2/242.7 MB
 99%[================================================= ] 241.2/242.7 MB
 99%[================================================= ] 241.2/242.7 MB
 99%[================================================= ] 241.2/242.7 MB
 99%[================================================= ] 241.2/242.7 MB
 99%[================================================= ] 241.2/242.7 MB
 99%[================================================= ] 241.2/242.7 MB
 99%[================================================= ] 241.2/242.7 MB
 99%[================================================= ] 241.2/242.7 MB
 99%[================================================= ] 241.2/242.7 MB
 99%[================================================= ] 241.2/242.7 MB
 99%[================================================= ] 241.2/242.7 MB
 99%[================================================= ] 241.3/242.7 MB
 99%[================================================= ] 241.3/242.7 MB
 99%[================================================= ] 241.3/242.7 MB
 99%[================================================= ] 241.3/242.7 MB
 99%[================================================= ] 241.3/242.7 MB
 99%[================================================= ] 241.3/242.7 MB
 99%[================================================= ] 241.3/242.7 MB
 99%[================================================= ] 241.3/242.7 MB
 99%[================================================= ] 241.3/242.7 MB
 99%[================================================= ] 241.3/242.7 MB
 99%[================================================= ] 241.3/242.7 MB
 99%[================================================= ] 241.3/242.7 MB
 99%[================================================= ] 241.4/242.7 MB
 99%[================================================= ] 241.4/242.7 MB
 99%[================================================= ] 241.4/242.7 MB
 99%[================================================= ] 241.4/242.7 MB
 99%[================================================= ] 241.4/242.7 MB
 99%[================================================= ] 241.4/242.7 MB
 99%[================================================= ] 241.4/242.7 MB
 99%[================================================= ] 241.4/242.7 MB
 99%[================================================= ] 241.4/242.7 MB
 99%[================================================= ] 241.4/242.7 MB
 99%[================================================= ] 241.4/242.7 MB
 99%[================================================= ] 241.4/242.7 MB
 99%[================================================= ] 241.4/242.7 MB
 99%[================================================= ] 241.5/242.7 MB
 99%[================================================= ] 241.5/242.7 MB
100%[================================================= ] 241.5/242.7 MB
100%[================================================= ] 241.5/242.7 MB
100%[================================================= ] 241.5/242.7 MB
100%[================================================= ] 241.5/242.7 MB
100%[================================================= ] 241.5/242.7 MB
100%[================================================= ] 241.5/242.7 MB
100%[================================================= ] 241.5/242.7 MB
100%[================================================= ] 241.5/242.7 MB
100%[================================================= ] 241.5/242.7 MB
100%[================================================= ] 241.5/242.7 MB
100%[================================================= ] 241.5/242.7 MB
100%[================================================= ] 241.6/242.7 MB
100%[================================================= ] 241.6/242.7 MB
100%[================================================= ] 241.6/242.7 MB
100%[================================================= ] 241.6/242.7 MB
100%[================================================= ] 241.6/242.7 MB
100%[================================================= ] 241.6/242.7 MB
100%[================================================= ] 241.6/242.7 MB
100%[================================================= ] 241.6/242.7 MB
100%[================================================= ] 241.6/242.7 MB
100%[================================================= ] 241.6/242.7 MB
100%[================================================= ] 241.6/242.7 MB
100%[================================================= ] 241.6/242.7 MB
100%[================================================= ] 241.6/242.7 MB
100%[================================================= ] 241.7/242.7 MB
100%[================================================= ] 241.7/242.7 MB
100%[================================================= ] 241.7/242.7 MB
100%[================================================= ] 241.7/242.7 MB
100%[================================================= ] 241.7/242.7 MB
100%[================================================= ] 241.7/242.7 MB
100%[================================================= ] 241.7/242.7 MB
100%[================================================= ] 241.7/242.7 MB
100%[================================================= ] 241.7/242.7 MB
100%[================================================= ] 241.7/242.7 MB
100%[================================================= ] 241.7/242.7 MB
100%[================================================= ] 241.7/242.7 MB
100%[================================================= ] 241.8/242.7 MB
100%[================================================= ] 241.8/242.7 MB
100%[================================================= ] 241.8/242.7 MB
100%[================================================= ] 241.8/242.7 MB
100%[================================================= ] 241.8/242.7 MB
100%[================================================= ] 241.8/242.7 MB
100%[================================================= ] 241.8/242.7 MB
100%[================================================= ] 241.8/242.7 MB
100%[================================================= ] 241.8/242.7 MB
100%[================================================= ] 241.8/242.7 MB
100%[================================================= ] 241.8/242.7 MB
100%[================================================= ] 241.8/242.7 MB
100%[================================================= ] 241.8/242.7 MB
100%[================================================= ] 241.9/242.7 MB
100%[================================================= ] 241.9/242.7 MB
100%[================================================= ] 241.9/242.7 MB
100%[================================================= ] 241.9/242.7 MB
100%[================================================= ] 241.9/242.7 MB
100%[================================================= ] 241.9/242.7 MB
100%[================================================= ] 241.9/242.7 MB
100%[================================================= ] 241.9/242.7 MB
100%[================================================= ] 241.9/242.7 MB
100%[================================================= ] 241.9/242.7 MB
100%[================================================= ] 241.9/242.7 MB
100%[================================================= ] 241.9/242.7 MB
100%[================================================= ] 241.9/242.7 MB
100%[================================================= ] 242.0/242.7 MB
100%[================================================= ] 242.0/242.7 MB
100%[================================================= ] 242.0/242.7 MB
100%[================================================= ] 242.0/242.7 MB
100%[================================================= ] 242.0/242.7 MB
100%[================================================= ] 242.0/242.7 MB
100%[================================================= ] 242.0/242.7 MB
100%[================================================= ] 242.0/242.7 MB
100%[================================================= ] 242.0/242.7 MB
100%[================================================= ] 242.0/242.7 MB
100%[================================================= ] 242.0/242.7 MB
100%[================================================= ] 242.0/242.7 MB
100%[================================================= ] 242.0/242.7 MB
100%[================================================= ] 242.1/242.7 MB
100%[================================================= ] 242.1/242.7 MB
100%[================================================= ] 242.1/242.7 MB
100%[================================================= ] 242.1/242.7 MB
100%[================================================= ] 242.1/242.7 MB
100%[================================================= ] 242.1/242.7 MB
100%[================================================= ] 242.1/242.7 MB
100%[================================================= ] 242.1/242.7 MB
100%[================================================= ] 242.1/242.7 MB
100%[================================================= ] 242.1/242.7 MB
100%[================================================= ] 242.1/242.7 MB
100%[================================================= ] 242.1/242.7 MB
100%[================================================= ] 242.1/242.7 MB
100%[================================================= ] 242.2/242.7 MB
100%[================================================= ] 242.2/242.7 MB
100%[================================================= ] 242.2/242.7 MB
100%[================================================= ] 242.2/242.7 MB
100%[================================================= ] 242.2/242.7 MB
100%[================================================= ] 242.2/242.7 MB
100%[================================================= ] 242.2/242.7 MB
100%[================================================= ] 242.2/242.7 MB
100%[================================================= ] 242.2/242.7 MB
100%[================================================= ] 242.2/242.7 MB
100%[================================================= ] 242.2/242.7 MB
100%[================================================= ] 242.2/242.7 MB
100%[================================================= ] 242.2/242.7 MB
100%[================================================= ] 242.3/242.7 MB
100%[================================================= ] 242.3/242.7 MB
100%[================================================= ] 242.3/242.7 MB
100%[================================================= ] 242.3/242.7 MB
100%[================================================= ] 242.3/242.7 MB
100%[================================================= ] 242.3/242.7 MB
100%[================================================= ] 242.3/242.7 MB
100%[================================================= ] 242.3/242.7 MB
100%[================================================= ] 242.3/242.7 MB
100%[================================================= ] 242.3/242.7 MB
100%[================================================= ] 242.3/242.7 MB
100%[================================================= ] 242.3/242.7 MB
100%[================================================= ] 242.4/242.7 MB
100%[================================================= ] 242.4/242.7 MB
100%[================================================= ] 242.4/242.7 MB
100%[================================================= ] 242.4/242.7 MB
100%[================================================= ] 242.4/242.7 MB
100%[================================================= ] 242.4/242.7 MB
100%[================================================= ] 242.4/242.7 MB
100%[================================================= ] 242.4/242.7 MB
100%[================================================= ] 242.4/242.7 MB
100%[================================================= ] 242.4/242.7 MB
100%[================================================= ] 242.4/242.7 MB
100%[================================================= ] 242.4/242.7 MB
100%[================================================= ] 242.4/242.7 MB
100%[================================================= ] 242.5/242.7 MB
100%[================================================= ] 242.5/242.7 MB
100%[================================================= ] 242.5/242.7 MB
100%[================================================= ] 242.5/242.7 MB
100%[================================================= ] 242.5/242.7 MB
100%[================================================= ] 242.5/242.7 MB
100%[================================================= ] 242.5/242.7 MB
100%[================================================= ] 242.5/242.7 MB
100%[================================================= ] 242.5/242.7 MB
100%[================================================= ] 242.5/242.7 MB
100%[================================================= ] 242.5/242.7 MB
100%[================================================= ] 242.5/242.7 MB
100%[================================================= ] 242.5/242.7 MB
100%[================================================= ] 242.6/242.7 MB
100%[================================================= ] 242.6/242.7 MB
100%[================================================= ] 242.6/242.7 MB
100%[================================================= ] 242.6/242.7 MB
100%[================================================= ] 242.6/242.7 MB
100%[================================================= ] 242.6/242.7 MB
100%[================================================= ] 242.6/242.7 MB
100%[================================================= ] 242.6/242.7 MB
100%[================================================= ] 242.6/242.7 MB
100%[================================================= ] 242.6/242.7 MB
100%[================================================= ] 242.6/242.7 MB
100%[================================================= ] 242.6/242.7 MB
100%[================================================= ] 242.6/242.7 MB
100%[================================================= ] 242.7/242.7 MB
100%[================================================= ] 242.7/242.7 MB
100%[================================================= ] 242.7/242.7 MB
100%[==================================================] 242.7/242.7 MB
Downloaded to: ./komninos_english_embeddings.gz
Generate new embeddings files for a dataset
Read file: komninos_english_embeddings.gz
Added words: 21
:: Transform cmv_modes1 dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.99%
:: Create Dev Matrix ::
Unknown-Tokens: 0.59%
:: Create Test Matrix ::
Unknown-Tokens: 0.82%
:: Transform essays dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.30%
:: Create Dev Matrix ::
Unknown-Tokens: 0.00%
:: Create Test Matrix ::
Unknown-Tokens: 0.27%
:: Transform var dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 1.35%
:: Create Dev Matrix ::
Unknown-Tokens: 0.68%
:: Create Test Matrix ::
Unknown-Tokens: 1.37%
:: Transform web dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.76%
:: Create Dev Matrix ::
Unknown-Tokens: 1.60%
:: Create Test Matrix ::
Unknown-Tokens: 0.80%
:: Transform wiki dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 1.27%
:: Create Dev Matrix ::
Unknown-Tokens: 0.32%
:: Create Test Matrix ::
Unknown-Tokens: 1.16%
:: Transform news dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 1.37%
:: Create Dev Matrix ::
Unknown-Tokens: 4.22%
:: Create Test Matrix ::
Unknown-Tokens: 1.39%
:: Transform hotel dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.89%
:: Create Dev Matrix ::
Unknown-Tokens: 0.68%
:: Create Test Matrix ::
Unknown-Tokens: 0.82%
DONE - Embeddings file saved: pkl/cmv_modes1_essays_hotel_news_var_web_wiki_komninos_english_embeddings.pkl
--- cmv_modes1 ---
234 train sentences
5 dev sentences
222 test sentences
--- essays ---
201 train sentences
1 dev sentences
201 test sentences
--- var ---
253 train sentences
1 dev sentences
254 test sentences
--- web ---
170 train sentences
1 dev sentences
170 test sentences
--- wiki ---
59 train sentences
1 dev sentences
59 test sentences
--- news ---
963 train sentences
1 dev sentences
964 test sentences
--- hotel ---
97 train sentences
1 dev sentences
97 test sentences
LSTM-Size: [100]
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66698100       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
cmv_modes1_hidden_lin_layer (TimeDistrib (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
cmv_modes1_crf (ChainCRF)                (None, None, 25)           675            cmv_modes1_hidden_lin_layer[0][0]         
=============================================================================================================================
Total params: 67,032,680
Trainable params: 334,580
Non-trainable params: 66,698,100
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66698100       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
essays_hidden_lin_layer (TimeDistributed (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
essays_crf (ChainCRF)                    (None, None, 25)           675            essays_hidden_lin_layer[0][0]             
=============================================================================================================================
Total params: 67,032,680
Trainable params: 334,580
Non-trainable params: 66,698,100
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66698100       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
var_hidden_lin_layer (TimeDistributed)   (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
var_crf (ChainCRF)                       (None, None, 25)           675            var_hidden_lin_layer[0][0]                
=============================================================================================================================
Total params: 67,032,680
Trainable params: 334,580
Non-trainable params: 66,698,100
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66698100       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
web_hidden_lin_layer (TimeDistributed)   (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
web_crf (ChainCRF)                       (None, None, 25)           675            web_hidden_lin_layer[0][0]                
=============================================================================================================================
Total params: 67,032,680
Trainable params: 334,580
Non-trainable params: 66,698,100
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66698100       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
wiki_hidden_lin_layer (TimeDistributed)  (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
wiki_crf (ChainCRF)                      (None, None, 25)           675            wiki_hidden_lin_layer[0][0]               
=============================================================================================================================
Total params: 67,032,680
Trainable params: 334,580
Non-trainable params: 66,698,100
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66698100       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
news_hidden_lin_layer (TimeDistributed)  (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
news_crf (ChainCRF)                      (None, None, 25)           675            news_hidden_lin_layer[0][0]               
=============================================================================================================================
Total params: 67,032,680
Trainable params: 334,580
Non-trainable params: 66,698,100
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66698100       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
hotel_hidden_lin_layer (TimeDistributed) (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
hotel_crf (ChainCRF)                     (None, None, 25)           675            hotel_hidden_lin_layer[0][0]              
=============================================================================================================================
Total params: 67,032,680
Trainable params: 334,580
Non-trainable params: 66,698,100
_____________________________________________________________________________________________________________________________

--------- Epoch 1 -----------
574.51 sec for training (574.51 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 17}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 35}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 52}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 52}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 52}}
Token level accuracy: 0.6375838926174496
Wrong BIO-Encoding 1133/1133 labels, 100.00%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 17}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 35}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 52}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 52}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 52}}
Token level accuracy: 0.6375838926174496
Wrong BIO-Encoding 47/47 labels, 100.00%
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.00823045267489712, 'recall': 0.00922722029988466, 'f1-score': 0.008700380641653073, 'support': 867}, 'P': {'precision': 0.005804311774461028, 'recall': 0.00658513640639699, 'f1-score': 0.00617011899515205, 'support': 1063}, 'micro avg': {'precision': 0.006887052341597796, 'recall': 0.007772020725388601, 'f1-score': 0.007302823758519961, 'support': 1930}, 'macro avg': {'precision': 0.007017382224679074, 'recall': 0.007906178353140825, 'f1-score': 0.0074352498184025615, 'support': 1930}, 'weighted avg': {'precision': 0.006894189577921179, 'recall': 0.007772020725388601, 'f1-score': 0.007306770211481784, 'support': 1930}}
Token level accuracy: 0.4097391803985143
Wrong BIO-Encoding 45470/45504 labels, 99.93%
{'C': {'precision': 0.00823045267489712, 'recall': 0.00922722029988466, 'f1-score': 0.008700380641653073, 'support': 867}, 'P': {'precision': 0.005804311774461028, 'recall': 0.00658513640639699, 'f1-score': 0.00617011899515205, 'support': 1063}, 'micro avg': {'precision': 0.006887052341597796, 'recall': 0.007772020725388601, 'f1-score': 0.007302823758519961, 'support': 1930}, 'macro avg': {'precision': 0.007017382224679074, 'recall': 0.007906178353140825, 'f1-score': 0.0074352498184025615, 'support': 1930}, 'weighted avg': {'precision': 0.006894189577921179, 'recall': 0.007772020725388601, 'f1-score': 0.007306770211481784, 'support': 1930}}
Token level accuracy: 0.4097391803985143
Wrong BIO-Encoding 2144/2178 labels, 98.44%
Test-Data: Prec: 0.007, Rec: 0.008, F1: 0.0073

Scores from epoch with best dev-scores:
  Dev-Score: 0.0000
  Test-Score 0.0000

12.31 sec for evaluation

--------- Epoch 2 -----------
531.81 sec for training (1106.32 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 17}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 35}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 52}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 52}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 52}}
Token level accuracy: 0.6635906040268457
Wrong BIO-Encoding 953/960 labels, 99.27%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 17}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 35}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 52}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 52}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 52}}
Token level accuracy: 0.6635906040268457
Wrong BIO-Encoding 8/15 labels, 53.33%
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.037037037037037035, 'recall': 0.0196078431372549, 'f1-score': 0.025641025641025644, 'support': 867}, 'P': {'precision': 0.004098360655737705, 'recall': 0.0018814675446848542, 'f1-score': 0.0025789813023855577, 'support': 1063}, 'micro avg': {'precision': 0.02006335797254488, 'recall': 0.009844559585492229, 'f1-score': 0.013208202989224887, 'support': 1930}, 'macro avg': {'precision': 0.02056769884638737, 'recall': 0.010744655340969878, 'f1-score': 0.014110003471705601, 'support': 1930}, 'weighted avg': {'precision': 0.01889516501977217, 'recall': 0.009844559585492229, 'f1-score': 0.012938977386116622, 'support': 1930}}
Token level accuracy: 0.4217438591451027
Wrong BIO-Encoding 35062/35410 labels, 99.02%
{'C': {'precision': 0.037037037037037035, 'recall': 0.0196078431372549, 'f1-score': 0.025641025641025644, 'support': 867}, 'P': {'precision': 0.004098360655737705, 'recall': 0.0018814675446848542, 'f1-score': 0.0025789813023855577, 'support': 1063}, 'micro avg': {'precision': 0.02006335797254488, 'recall': 0.009844559585492229, 'f1-score': 0.013208202989224887, 'support': 1930}, 'macro avg': {'precision': 0.02056769884638737, 'recall': 0.010744655340969878, 'f1-score': 0.014110003471705601, 'support': 1930}, 'weighted avg': {'precision': 0.01889516501977217, 'recall': 0.009844559585492229, 'f1-score': 0.012938977386116622, 'support': 1930}}
Token level accuracy: 0.4217438591451027
Wrong BIO-Encoding 599/947 labels, 63.25%
Test-Data: Prec: 0.020, Rec: 0.010, F1: 0.0132

Scores from epoch with best dev-scores:
  Dev-Score: 0.0000
  Test-Score 0.0000

10.42 sec for evaluation

--------- Epoch 3 -----------
539.83 sec for training (1646.15 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 17}, 'P': {'precision': 0.25, 'recall': 0.2571428571428571, 'f1-score': 0.2535211267605634, 'support': 35}, 'micro avg': {'precision': 0.1836734693877551, 'recall': 0.17307692307692307, 'f1-score': 0.1782178217821782, 'support': 52}, 'macro avg': {'precision': 0.125, 'recall': 0.12857142857142856, 'f1-score': 0.1267605633802817, 'support': 52}, 'weighted avg': {'precision': 0.16826923076923078, 'recall': 0.17307692307692307, 'f1-score': 0.1706392199349946, 'support': 52}}
Token level accuracy: 0.6828859060402684
Wrong BIO-Encoding 158/200 labels, 79.00%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 17}, 'P': {'precision': 0.25, 'recall': 0.2571428571428571, 'f1-score': 0.2535211267605634, 'support': 35}, 'micro avg': {'precision': 0.1836734693877551, 'recall': 0.17307692307692307, 'f1-score': 0.1782178217821782, 'support': 52}, 'macro avg': {'precision': 0.125, 'recall': 0.12857142857142856, 'f1-score': 0.1267605633802817, 'support': 52}, 'weighted avg': {'precision': 0.16826923076923078, 'recall': 0.17307692307692307, 'f1-score': 0.1706392199349946, 'support': 52}}
Token level accuracy: 0.6828859060402684
Wrong BIO-Encoding 7/49 labels, 14.29%
Dev-Data: Prec: 0.214, Rec: 0.173, F1: 0.1915
{'C': {'precision': 0.04755434782608696, 'recall': 0.040369088811995385, 'f1-score': 0.04366812227074236, 'support': 867}, 'P': {'precision': 0.05482815057283143, 'recall': 0.06302916274694262, 'f1-score': 0.058643326039387315, 'support': 1063}, 'micro avg': {'precision': 0.05209397344228805, 'recall': 0.05284974093264249, 'f1-score': 0.05246913580246913, 'support': 1930}, 'macro avg': {'precision': 0.05119124919945919, 'recall': 0.051699125779469, 'f1-score': 0.051155724155064836, 'support': 1930}, 'weighted avg': {'precision': 0.05156059255136642, 'recall': 0.05284974093264249, 'f1-score': 0.05191612310290277, 'support': 1930}}
Token level accuracy: 0.4621903921528391
Wrong BIO-Encoding 14503/15840 labels, 91.56%
{'C': {'precision': 0.04755434782608696, 'recall': 0.040369088811995385, 'f1-score': 0.04366812227074236, 'support': 867}, 'P': {'precision': 0.05482815057283143, 'recall': 0.06302916274694262, 'f1-score': 0.058643326039387315, 'support': 1063}, 'micro avg': {'precision': 0.05209397344228805, 'recall': 0.05284974093264249, 'f1-score': 0.05246913580246913, 'support': 1930}, 'macro avg': {'precision': 0.05119124919945919, 'recall': 0.051699125779469, 'f1-score': 0.051155724155064836, 'support': 1930}, 'weighted avg': {'precision': 0.05156059255136642, 'recall': 0.05284974093264249, 'f1-score': 0.05191612310290277, 'support': 1930}}
Token level accuracy: 0.4621903921528391
Wrong BIO-Encoding 621/1958 labels, 31.72%
Test-Data: Prec: 0.075, Rec: 0.052, F1: 0.0612

Scores from epoch with best dev-scores:
  Dev-Score: 0.1915
  Test-Score 0.0612

13.71 sec for evaluation

--------- Epoch 4 -----------
546.49 sec for training (2192.64 total)
-- cmv_modes1 --
{'C': {'precision': 0.2, 'recall': 0.058823529411764705, 'f1-score': 0.0909090909090909, 'support': 17}, 'P': {'precision': 0.4358974358974359, 'recall': 0.4857142857142857, 'f1-score': 0.45945945945945943, 'support': 35}, 'micro avg': {'precision': 0.4090909090909091, 'recall': 0.34615384615384615, 'f1-score': 0.37500000000000006, 'support': 52}, 'macro avg': {'precision': 0.31794871794871793, 'recall': 0.2722689075630252, 'f1-score': 0.2751842751842752, 'support': 52}, 'weighted avg': {'precision': 0.3587771203155819, 'recall': 0.34615384615384615, 'f1-score': 0.33897183897183897, 'support': 52}}
Token level accuracy: 0.7030201342281879
Wrong BIO-Encoding 93/132 labels, 70.45%
{'C': {'precision': 0.2, 'recall': 0.058823529411764705, 'f1-score': 0.0909090909090909, 'support': 17}, 'P': {'precision': 0.4358974358974359, 'recall': 0.4857142857142857, 'f1-score': 0.45945945945945943, 'support': 35}, 'micro avg': {'precision': 0.4090909090909091, 'recall': 0.34615384615384615, 'f1-score': 0.37500000000000006, 'support': 52}, 'macro avg': {'precision': 0.31794871794871793, 'recall': 0.2722689075630252, 'f1-score': 0.2751842751842752, 'support': 52}, 'weighted avg': {'precision': 0.3587771203155819, 'recall': 0.34615384615384615, 'f1-score': 0.33897183897183897, 'support': 52}}
Token level accuracy: 0.7030201342281879
Wrong BIO-Encoding 5/44 labels, 11.36%
Dev-Data: Prec: 0.462, Rec: 0.346, F1: 0.3956
{'C': {'precision': 0.0634441087613293, 'recall': 0.02422145328719723, 'f1-score': 0.035058430717863104, 'support': 867}, 'P': {'precision': 0.10930828351836037, 'recall': 0.12041392285983067, 'f1-score': 0.11459265890778873, 'support': 1063}, 'micro avg': {'precision': 0.09920106524633822, 'recall': 0.0772020725388601, 'f1-score': 0.08682983682983683, 'support': 1930}, 'macro avg': {'precision': 0.08637619613984485, 'recall': 0.07231768807351395, 'f1-score': 0.07482554481282591, 'support': 1930}, 'weighted avg': {'precision': 0.08870505060937284, 'recall': 0.0772020725388601, 'f1-score': 0.07886407038930918, 'support': 1930}}
Token level accuracy: 0.4920481828815333
Wrong BIO-Encoding 9752/10793 labels, 90.35%
{'C': {'precision': 0.0634441087613293, 'recall': 0.02422145328719723, 'f1-score': 0.035058430717863104, 'support': 867}, 'P': {'precision': 0.10930828351836037, 'recall': 0.12041392285983067, 'f1-score': 0.11459265890778873, 'support': 1063}, 'micro avg': {'precision': 0.09920106524633822, 'recall': 0.0772020725388601, 'f1-score': 0.08682983682983683, 'support': 1930}, 'macro avg': {'precision': 0.08637619613984485, 'recall': 0.07231768807351395, 'f1-score': 0.07482554481282591, 'support': 1930}, 'weighted avg': {'precision': 0.08870505060937284, 'recall': 0.0772020725388601, 'f1-score': 0.07886407038930918, 'support': 1930}}
Token level accuracy: 0.4920481828815333
Wrong BIO-Encoding 461/1502 labels, 30.69%
Test-Data: Prec: 0.139, Rec: 0.075, F1: 0.0976

Scores from epoch with best dev-scores:
  Dev-Score: 0.3956
  Test-Score 0.0976

11.62 sec for evaluation

--------- Epoch 5 -----------
547.13 sec for training (2739.78 total)
-- cmv_modes1 --
{'C': {'precision': 0.1, 'recall': 0.058823529411764705, 'f1-score': 0.07407407407407408, 'support': 17}, 'P': {'precision': 0.4418604651162791, 'recall': 0.5428571428571428, 'f1-score': 0.48717948717948717, 'support': 35}, 'micro avg': {'precision': 0.37735849056603776, 'recall': 0.38461538461538464, 'f1-score': 0.38095238095238093, 'support': 52}, 'macro avg': {'precision': 0.2709302325581395, 'recall': 0.30084033613445377, 'f1-score': 0.28062678062678065, 'support': 52}, 'weighted avg': {'precision': 0.33009838998211094, 'recall': 0.38461538461538464, 'f1-score': 0.35212579443348674, 'support': 52}}
Token level accuracy: 0.7214765100671141
Wrong BIO-Encoding 53/101 labels, 52.48%
{'C': {'precision': 0.1, 'recall': 0.058823529411764705, 'f1-score': 0.07407407407407408, 'support': 17}, 'P': {'precision': 0.4418604651162791, 'recall': 0.5428571428571428, 'f1-score': 0.48717948717948717, 'support': 35}, 'micro avg': {'precision': 0.37735849056603776, 'recall': 0.38461538461538464, 'f1-score': 0.38095238095238093, 'support': 52}, 'macro avg': {'precision': 0.2709302325581395, 'recall': 0.30084033613445377, 'f1-score': 0.28062678062678065, 'support': 52}, 'weighted avg': {'precision': 0.33009838998211094, 'recall': 0.38461538461538464, 'f1-score': 0.35212579443348674, 'support': 52}}
Token level accuracy: 0.7214765100671141
Wrong BIO-Encoding 5/53 labels, 9.43%
Dev-Data: Prec: 0.417, Rec: 0.385, F1: 0.4000
{'C': {'precision': 0.10909090909090909, 'recall': 0.05536332179930796, 'f1-score': 0.07345065034429993, 'support': 867}, 'P': {'precision': 0.14170927684441198, 'recall': 0.18250235183443086, 'f1-score': 0.15953947368421054, 'support': 1063}, 'micro avg': {'precision': 0.1337755666113875, 'recall': 0.12538860103626942, 'f1-score': 0.12944637603637335, 'support': 1930}, 'macro avg': {'precision': 0.12540009296766053, 'recall': 0.11893283681686942, 'f1-score': 0.11649506201425523, 'support': 1930}, 'weighted avg': {'precision': 0.12705636241835655, 'recall': 0.12538860103626942, 'f1-score': 0.12086641159317299, 'support': 1930}}
Token level accuracy: 0.49785557448031026
Wrong BIO-Encoding 7414/8890 labels, 83.40%
{'C': {'precision': 0.10909090909090909, 'recall': 0.05536332179930796, 'f1-score': 0.07345065034429993, 'support': 867}, 'P': {'precision': 0.14170927684441198, 'recall': 0.18250235183443086, 'f1-score': 0.15953947368421054, 'support': 1063}, 'micro avg': {'precision': 0.1337755666113875, 'recall': 0.12538860103626942, 'f1-score': 0.12944637603637335, 'support': 1930}, 'macro avg': {'precision': 0.12540009296766053, 'recall': 0.11893283681686942, 'f1-score': 0.11649506201425523, 'support': 1930}, 'weighted avg': {'precision': 0.12705636241835655, 'recall': 0.12538860103626942, 'f1-score': 0.12086641159317299, 'support': 1930}}
Token level accuracy: 0.49785557448031026
Wrong BIO-Encoding 333/1809 labels, 18.41%
Test-Data: Prec: 0.164, Rec: 0.125, F1: 0.1421

Scores from epoch with best dev-scores:
  Dev-Score: 0.4000
  Test-Score 0.1421

11.21 sec for evaluation

--------- Epoch 6 -----------
542.17 sec for training (3281.94 total)
-- cmv_modes1 --
{'C': {'precision': 0.043478260869565216, 'recall': 0.058823529411764705, 'f1-score': 0.049999999999999996, 'support': 17}, 'P': {'precision': 0.3225806451612903, 'recall': 0.2857142857142857, 'f1-score': 0.303030303030303, 'support': 35}, 'micro avg': {'precision': 0.2037037037037037, 'recall': 0.21153846153846154, 'f1-score': 0.20754716981132074, 'support': 52}, 'macro avg': {'precision': 0.18302945301542778, 'recall': 0.1722689075630252, 'f1-score': 0.17651515151515149, 'support': 52}, 'weighted avg': {'precision': 0.23133563491207249, 'recall': 0.21153846153846154, 'f1-score': 0.22030885780885776, 'support': 52}}
Token level accuracy: 0.5805369127516778
Wrong BIO-Encoding 84/133 labels, 63.16%
{'C': {'precision': 0.043478260869565216, 'recall': 0.058823529411764705, 'f1-score': 0.049999999999999996, 'support': 17}, 'P': {'precision': 0.3225806451612903, 'recall': 0.2857142857142857, 'f1-score': 0.303030303030303, 'support': 35}, 'micro avg': {'precision': 0.2037037037037037, 'recall': 0.21153846153846154, 'f1-score': 0.20754716981132074, 'support': 52}, 'macro avg': {'precision': 0.18302945301542778, 'recall': 0.1722689075630252, 'f1-score': 0.17651515151515149, 'support': 52}, 'weighted avg': {'precision': 0.23133563491207249, 'recall': 0.21153846153846154, 'f1-score': 0.22030885780885776, 'support': 52}}
Token level accuracy: 0.5805369127516778
Wrong BIO-Encoding 5/54 labels, 9.26%
Dev-Data: Prec: 0.224, Rec: 0.212, F1: 0.2178
{'C': {'precision': 0.09427207637231504, 'recall': 0.09111880046136102, 'f1-score': 0.09266862170087976, 'support': 867}, 'P': {'precision': 0.16464891041162227, 'recall': 0.1279397930385701, 'f1-score': 0.14399152991000527, 'support': 1063}, 'micro avg': {'precision': 0.12920673076923078, 'recall': 0.11139896373056994, 'f1-score': 0.1196438508625487, 'support': 1930}, 'macro avg': {'precision': 0.12946049339196866, 'recall': 0.10952929674996556, 'f1-score': 0.11833007580544253, 'support': 1930}, 'weighted avg': {'precision': 0.1330340321152081, 'recall': 0.11139896373056994, 'f1-score': 0.12093610948652764, 'support': 1930}}
Token level accuracy: 0.52732346965997
Wrong BIO-Encoding 5242/6614 labels, 79.26%
{'C': {'precision': 0.09427207637231504, 'recall': 0.09111880046136102, 'f1-score': 0.09266862170087976, 'support': 867}, 'P': {'precision': 0.16464891041162227, 'recall': 0.1279397930385701, 'f1-score': 0.14399152991000527, 'support': 1063}, 'micro avg': {'precision': 0.12920673076923078, 'recall': 0.11139896373056994, 'f1-score': 0.1196438508625487, 'support': 1930}, 'macro avg': {'precision': 0.12946049339196866, 'recall': 0.10952929674996556, 'f1-score': 0.11833007580544253, 'support': 1930}, 'weighted avg': {'precision': 0.1330340321152081, 'recall': 0.11139896373056994, 'f1-score': 0.12093610948652764, 'support': 1930}}
Token level accuracy: 0.52732346965997
Wrong BIO-Encoding 292/1664 labels, 17.55%
Test-Data: Prec: 0.153, Rec: 0.109, F1: 0.1272

Scores from epoch with best dev-scores:
  Dev-Score: 0.4000
  Test-Score 0.1421

10.48 sec for evaluation

--------- Epoch 7 -----------
543.54 sec for training (3825.49 total)
-- cmv_modes1 --
{'C': {'precision': 0.2222222222222222, 'recall': 0.11764705882352941, 'f1-score': 0.15384615384615383, 'support': 17}, 'P': {'precision': 0.48936170212765956, 'recall': 0.6571428571428571, 'f1-score': 0.5609756097560975, 'support': 35}, 'micro avg': {'precision': 0.44642857142857145, 'recall': 0.4807692307692308, 'f1-score': 0.46296296296296297, 'support': 52}, 'macro avg': {'precision': 0.3557919621749409, 'recall': 0.3873949579831933, 'f1-score': 0.3574108818011257, 'support': 52}, 'weighted avg': {'precision': 0.4020276413893435, 'recall': 0.4807692307692308, 'f1-score': 0.4278755953240005, 'support': 52}}
Token level accuracy: 0.7399328859060402
Wrong BIO-Encoding 17/72 labels, 23.61%
{'C': {'precision': 0.2222222222222222, 'recall': 0.11764705882352941, 'f1-score': 0.15384615384615383, 'support': 17}, 'P': {'precision': 0.48936170212765956, 'recall': 0.6571428571428571, 'f1-score': 0.5609756097560975, 'support': 35}, 'micro avg': {'precision': 0.44642857142857145, 'recall': 0.4807692307692308, 'f1-score': 0.46296296296296297, 'support': 52}, 'macro avg': {'precision': 0.3557919621749409, 'recall': 0.3873949579831933, 'f1-score': 0.3574108818011257, 'support': 52}, 'weighted avg': {'precision': 0.4020276413893435, 'recall': 0.4807692307692308, 'f1-score': 0.4278755953240005, 'support': 52}}
Token level accuracy: 0.7399328859060402
Wrong BIO-Encoding 1/56 labels, 1.79%
Dev-Data: Prec: 0.455, Rec: 0.481, F1: 0.4673
{'C': {'precision': 0.13445378151260504, 'recall': 0.05536332179930796, 'f1-score': 0.0784313725490196, 'support': 867}, 'P': {'precision': 0.18056467498358503, 'recall': 0.25870178739416744, 'f1-score': 0.21268368136117555, 'support': 1063}, 'micro avg': {'precision': 0.17180851063829788, 'recall': 0.16735751295336787, 'f1-score': 0.16955380577427823, 'support': 1930}, 'macro avg': {'precision': 0.15750922824809505, 'recall': 0.1570325545967377, 'f1-score': 0.14555752695509758, 'support': 1930}, 'weighted avg': {'precision': 0.1598506104036163, 'recall': 0.16735751295336787, 'f1-score': 0.15237448356835728, 'support': 1930}}
Token level accuracy: 0.4705013235927849
Wrong BIO-Encoding 4106/5801 labels, 70.78%
{'C': {'precision': 0.13445378151260504, 'recall': 0.05536332179930796, 'f1-score': 0.0784313725490196, 'support': 867}, 'P': {'precision': 0.18056467498358503, 'recall': 0.25870178739416744, 'f1-score': 0.21268368136117555, 'support': 1063}, 'micro avg': {'precision': 0.17180851063829788, 'recall': 0.16735751295336787, 'f1-score': 0.16955380577427823, 'support': 1930}, 'macro avg': {'precision': 0.15750922824809505, 'recall': 0.1570325545967377, 'f1-score': 0.14555752695509758, 'support': 1930}, 'weighted avg': {'precision': 0.1598506104036163, 'recall': 0.16735751295336787, 'f1-score': 0.15237448356835728, 'support': 1930}}
Token level accuracy: 0.4705013235927849
Wrong BIO-Encoding 185/1880 labels, 9.84%
Test-Data: Prec: 0.191, Rec: 0.167, F1: 0.1782

Scores from epoch with best dev-scores:
  Dev-Score: 0.4673
  Test-Score 0.1782

12.23 sec for evaluation

--------- Epoch 8 -----------
536.84 sec for training (4362.32 total)
-- cmv_modes1 --
{'C': {'precision': 0.21052631578947367, 'recall': 0.23529411764705882, 'f1-score': 0.2222222222222222, 'support': 17}, 'P': {'precision': 0.5714285714285714, 'recall': 0.8, 'f1-score': 0.6666666666666666, 'support': 35}, 'micro avg': {'precision': 0.47058823529411764, 'recall': 0.6153846153846154, 'f1-score': 0.5333333333333333, 'support': 52}, 'macro avg': {'precision': 0.39097744360902253, 'recall': 0.5176470588235295, 'f1-score': 0.4444444444444444, 'support': 52}, 'weighted avg': {'precision': 0.45344129554655865, 'recall': 0.6153846153846154, 'f1-score': 0.5213675213675214, 'support': 52}}
Token level accuracy: 0.7575503355704698
Wrong BIO-Encoding 15/82 labels, 18.29%
{'C': {'precision': 0.21052631578947367, 'recall': 0.23529411764705882, 'f1-score': 0.2222222222222222, 'support': 17}, 'P': {'precision': 0.5714285714285714, 'recall': 0.8, 'f1-score': 0.6666666666666666, 'support': 35}, 'micro avg': {'precision': 0.47058823529411764, 'recall': 0.6153846153846154, 'f1-score': 0.5333333333333333, 'support': 52}, 'macro avg': {'precision': 0.39097744360902253, 'recall': 0.5176470588235295, 'f1-score': 0.4444444444444444, 'support': 52}, 'weighted avg': {'precision': 0.45344129554655865, 'recall': 0.6153846153846154, 'f1-score': 0.5213675213675214, 'support': 52}}
Token level accuracy: 0.7575503355704698
Wrong BIO-Encoding 1/68 labels, 1.47%
Dev-Data: Prec: 0.478, Rec: 0.615, F1: 0.5378
{'C': {'precision': 0.13604766633565044, 'recall': 0.1580161476355248, 'f1-score': 0.14621131270010673, 'support': 867}, 'P': {'precision': 0.20096685082872928, 'recall': 0.2737535277516463, 'f1-score': 0.23178016726403824, 'support': 1063}, 'micro avg': {'precision': 0.17433808553971486, 'recall': 0.22176165803108808, 'f1-score': 0.19521094640820982, 'support': 1930}, 'macro avg': {'precision': 0.16850725858218984, 'recall': 0.21588483769358555, 'f1-score': 0.18899573998207247, 'support': 1930}, 'weighted avg': {'precision': 0.17180367313157935, 'recall': 0.22176165803108808, 'f1-score': 0.1933406870013809, 'support': 1930}}
Token level accuracy: 0.5226036814348156
Wrong BIO-Encoding 1555/3917 labels, 39.70%
{'C': {'precision': 0.13604766633565044, 'recall': 0.1580161476355248, 'f1-score': 0.14621131270010673, 'support': 867}, 'P': {'precision': 0.20096685082872928, 'recall': 0.2737535277516463, 'f1-score': 0.23178016726403824, 'support': 1063}, 'micro avg': {'precision': 0.17433808553971486, 'recall': 0.22176165803108808, 'f1-score': 0.19521094640820982, 'support': 1930}, 'macro avg': {'precision': 0.16850725858218984, 'recall': 0.21588483769358555, 'f1-score': 0.18899573998207247, 'support': 1930}, 'weighted avg': {'precision': 0.17180367313157935, 'recall': 0.22176165803108808, 'f1-score': 0.1933406870013809, 'support': 1930}}
Token level accuracy: 0.5226036814348156
Wrong BIO-Encoding 93/2455 labels, 3.79%
Test-Data: Prec: 0.181, Rec: 0.221, F1: 0.1990

Scores from epoch with best dev-scores:
  Dev-Score: 0.5378
  Test-Score 0.1990

11.51 sec for evaluation

--------- Epoch 9 -----------
549.84 sec for training (4912.17 total)
-- cmv_modes1 --
{'C': {'precision': 0.1111111111111111, 'recall': 0.058823529411764705, 'f1-score': 0.07692307692307691, 'support': 17}, 'P': {'precision': 0.5192307692307693, 'recall': 0.7714285714285715, 'f1-score': 0.6206896551724139, 'support': 35}, 'micro avg': {'precision': 0.45901639344262296, 'recall': 0.5384615384615384, 'f1-score': 0.4955752212389381, 'support': 52}, 'macro avg': {'precision': 0.31517094017094016, 'recall': 0.4151260504201681, 'f1-score': 0.3488063660477454, 'support': 52}, 'weighted avg': {'precision': 0.3858070348454964, 'recall': 0.5384615384615384, 'f1-score': 0.4429198122832076, 'support': 52}}
Token level accuracy: 0.7684563758389261
Wrong BIO-Encoding 15/75 labels, 20.00%
{'C': {'precision': 0.1111111111111111, 'recall': 0.058823529411764705, 'f1-score': 0.07692307692307691, 'support': 17}, 'P': {'precision': 0.5192307692307693, 'recall': 0.7714285714285715, 'f1-score': 0.6206896551724139, 'support': 35}, 'micro avg': {'precision': 0.45901639344262296, 'recall': 0.5384615384615384, 'f1-score': 0.4955752212389381, 'support': 52}, 'macro avg': {'precision': 0.31517094017094016, 'recall': 0.4151260504201681, 'f1-score': 0.3488063660477454, 'support': 52}, 'weighted avg': {'precision': 0.3858070348454964, 'recall': 0.5384615384615384, 'f1-score': 0.4429198122832076, 'support': 52}}
Token level accuracy: 0.7684563758389261
Wrong BIO-Encoding 1/61 labels, 1.64%
Dev-Data: Prec: 0.467, Rec: 0.538, F1: 0.5000
{'C': {'precision': 0.174, 'recall': 0.10034602076124567, 'f1-score': 0.12728602779809803, 'support': 867}, 'P': {'precision': 0.22323462414578588, 'recall': 0.27657572906867356, 'f1-score': 0.24705882352941175, 'support': 1063}, 'micro avg': {'precision': 0.2096862960924601, 'recall': 0.19740932642487047, 'f1-score': 0.2033626901521217, 'support': 1930}, 'macro avg': {'precision': 0.19861731207289293, 'recall': 0.1884608749149596, 'f1-score': 0.1871724256637549, 'support': 1930}, 'weighted avg': {'precision': 0.201117308532109, 'recall': 0.19740932642487047, 'f1-score': 0.19325415311539673, 'support': 1930}}
Token level accuracy: 0.5539800127229074
Wrong BIO-Encoding 2449/4137 labels, 59.20%
{'C': {'precision': 0.174, 'recall': 0.10034602076124567, 'f1-score': 0.12728602779809803, 'support': 867}, 'P': {'precision': 0.22323462414578588, 'recall': 0.27657572906867356, 'f1-score': 0.24705882352941175, 'support': 1063}, 'micro avg': {'precision': 0.2096862960924601, 'recall': 0.19740932642487047, 'f1-score': 0.2033626901521217, 'support': 1930}, 'macro avg': {'precision': 0.19861731207289293, 'recall': 0.1884608749149596, 'f1-score': 0.1871724256637549, 'support': 1930}, 'weighted avg': {'precision': 0.201117308532109, 'recall': 0.19740932642487047, 'f1-score': 0.19325415311539673, 'support': 1930}}
Token level accuracy: 0.5539800127229074
Wrong BIO-Encoding 129/1817 labels, 7.10%
Test-Data: Prec: 0.222, Rec: 0.194, F1: 0.2073

Scores from epoch with best dev-scores:
  Dev-Score: 0.5378
  Test-Score 0.1990

10.74 sec for evaluation

--------- Epoch 10 -----------
536.92 sec for training (5449.09 total)
-- cmv_modes1 --
{'C': {'precision': 0.15384615384615385, 'recall': 0.23529411764705882, 'f1-score': 0.186046511627907, 'support': 17}, 'P': {'precision': 0.5666666666666667, 'recall': 0.4857142857142857, 'f1-score': 0.523076923076923, 'support': 35}, 'micro avg': {'precision': 0.375, 'recall': 0.40384615384615385, 'f1-score': 0.38888888888888895, 'support': 52}, 'macro avg': {'precision': 0.36025641025641025, 'recall': 0.36050420168067226, 'f1-score': 0.354561717352415, 'support': 52}, 'weighted avg': {'precision': 0.4317061143984221, 'recall': 0.40384615384615385, 'f1-score': 0.4128939039493601, 'support': 52}}
Token level accuracy: 0.6828859060402684
{'C': {'precision': 0.15384615384615385, 'recall': 0.23529411764705882, 'f1-score': 0.186046511627907, 'support': 17}, 'P': {'precision': 0.5666666666666667, 'recall': 0.4857142857142857, 'f1-score': 0.523076923076923, 'support': 35}, 'micro avg': {'precision': 0.375, 'recall': 0.40384615384615385, 'f1-score': 0.38888888888888895, 'support': 52}, 'macro avg': {'precision': 0.36025641025641025, 'recall': 0.36050420168067226, 'f1-score': 0.354561717352415, 'support': 52}, 'weighted avg': {'precision': 0.4317061143984221, 'recall': 0.40384615384615385, 'f1-score': 0.4128939039493601, 'support': 52}}
Token level accuracy: 0.6828859060402684
Dev-Data: Prec: 0.375, Rec: 0.404, F1: 0.3889
{'C': {'precision': 0.13940520446096655, 'recall': 0.17301038062283736, 'f1-score': 0.15440041173443128, 'support': 867}, 'P': {'precision': 0.25603217158176944, 'recall': 0.17968015051740358, 'f1-score': 0.2111663902708679, 'support': 1063}, 'micro avg': {'precision': 0.1871569703622393, 'recall': 0.1766839378238342, 'f1-score': 0.18176972281449894, 'support': 1930}, 'macro avg': {'precision': 0.197718688021368, 'recall': 0.17634526557012048, 'f1-score': 0.1827834010026496, 'support': 1930}, 'weighted avg': {'precision': 0.20364067909796835, 'recall': 0.1766839378238342, 'f1-score': 0.1856658185656396, 'support': 1930}}
Token level accuracy: 0.5250867004576143
Wrong BIO-Encoding 2106/3810 labels, 55.28%
{'C': {'precision': 0.13940520446096655, 'recall': 0.17301038062283736, 'f1-score': 0.15440041173443128, 'support': 867}, 'P': {'precision': 0.25603217158176944, 'recall': 0.17968015051740358, 'f1-score': 0.2111663902708679, 'support': 1063}, 'micro avg': {'precision': 0.1871569703622393, 'recall': 0.1766839378238342, 'f1-score': 0.18176972281449894, 'support': 1930}, 'macro avg': {'precision': 0.197718688021368, 'recall': 0.17634526557012048, 'f1-score': 0.1827834010026496, 'support': 1930}, 'weighted avg': {'precision': 0.20364067909796835, 'recall': 0.1766839378238342, 'f1-score': 0.1856658185656396, 'support': 1930}}
Token level accuracy: 0.5250867004576143
Wrong BIO-Encoding 118/1822 labels, 6.48%
Test-Data: Prec: 0.198, Rec: 0.175, F1: 0.1855

Scores from epoch with best dev-scores:
  Dev-Score: 0.5378
  Test-Score 0.1990

10.90 sec for evaluation

--------- Epoch 11 -----------
529.08 sec for training (5978.16 total)
-- cmv_modes1 --
{'C': {'precision': 0.13636363636363635, 'recall': 0.17647058823529413, 'f1-score': 0.15384615384615383, 'support': 17}, 'P': {'precision': 0.5116279069767442, 'recall': 0.6285714285714286, 'f1-score': 0.5641025641025641, 'support': 35}, 'micro avg': {'precision': 0.38461538461538464, 'recall': 0.4807692307692308, 'f1-score': 0.4273504273504274, 'support': 52}, 'macro avg': {'precision': 0.3239957716701903, 'recall': 0.40252100840336136, 'f1-score': 0.358974358974359, 'support': 52}, 'weighted avg': {'precision': 0.38894535696861277, 'recall': 0.4807692307692308, 'f1-score': 0.42998027613412226, 'support': 52}}
Token level accuracy: 0.7239932885906041
Wrong BIO-Encoding 16/80 labels, 20.00%
{'C': {'precision': 0.13636363636363635, 'recall': 0.17647058823529413, 'f1-score': 0.15384615384615383, 'support': 17}, 'P': {'precision': 0.5116279069767442, 'recall': 0.6285714285714286, 'f1-score': 0.5641025641025641, 'support': 35}, 'micro avg': {'precision': 0.38461538461538464, 'recall': 0.4807692307692308, 'f1-score': 0.4273504273504274, 'support': 52}, 'macro avg': {'precision': 0.3239957716701903, 'recall': 0.40252100840336136, 'f1-score': 0.358974358974359, 'support': 52}, 'weighted avg': {'precision': 0.38894535696861277, 'recall': 0.4807692307692308, 'f1-score': 0.42998027613412226, 'support': 52}}
Token level accuracy: 0.7239932885906041
Wrong BIO-Encoding 1/65 labels, 1.54%
Dev-Data: Prec: 0.391, Rec: 0.481, F1: 0.4310
{'C': {'precision': 0.14285714285714285, 'recall': 0.18223760092272204, 'f1-score': 0.16016218955904712, 'support': 867}, 'P': {'precision': 0.24084350721420644, 'recall': 0.2041392285983067, 'f1-score': 0.22097759674134418, 'support': 1063}, 'micro avg': {'precision': 0.18684603886397608, 'recall': 0.19430051813471502, 'f1-score': 0.190500381000762, 'support': 1930}, 'macro avg': {'precision': 0.19185032503567465, 'recall': 0.19318841476051435, 'f1-score': 0.19056989315019565, 'support': 1930}, 'weighted avg': {'precision': 0.19682579845898668, 'recall': 0.19430051813471502, 'f1-score': 0.19365792936981485, 'support': 1930}}
Token level accuracy: 0.5368246085653896
Wrong BIO-Encoding 2598/4477 labels, 58.03%
{'C': {'precision': 0.14285714285714285, 'recall': 0.18223760092272204, 'f1-score': 0.16016218955904712, 'support': 867}, 'P': {'precision': 0.24084350721420644, 'recall': 0.2041392285983067, 'f1-score': 0.22097759674134418, 'support': 1063}, 'micro avg': {'precision': 0.18684603886397608, 'recall': 0.19430051813471502, 'f1-score': 0.190500381000762, 'support': 1930}, 'macro avg': {'precision': 0.19185032503567465, 'recall': 0.19318841476051435, 'f1-score': 0.19056989315019565, 'support': 1930}, 'weighted avg': {'precision': 0.19682579845898668, 'recall': 0.19430051813471502, 'f1-score': 0.19365792936981485, 'support': 1930}}
Token level accuracy: 0.5368246085653896
Wrong BIO-Encoding 128/2007 labels, 6.38%
Test-Data: Prec: 0.200, Rec: 0.194, F1: 0.1969

Scores from epoch with best dev-scores:
  Dev-Score: 0.5378
  Test-Score 0.1990

11.04 sec for evaluation

--------- Epoch 12 -----------
532.05 sec for training (6510.21 total)
-- cmv_modes1 --
{'C': {'precision': 0.16666666666666666, 'recall': 0.11764705882352941, 'f1-score': 0.13793103448275862, 'support': 17}, 'P': {'precision': 0.5918367346938775, 'recall': 0.8285714285714286, 'f1-score': 0.6904761904761905, 'support': 35}, 'micro avg': {'precision': 0.5081967213114754, 'recall': 0.5961538461538461, 'f1-score': 0.5486725663716814, 'support': 52}, 'macro avg': {'precision': 0.3792517006802721, 'recall': 0.47310924369747903, 'f1-score': 0.41420361247947457, 'support': 52}, 'weighted avg': {'precision': 0.45283882783882784, 'recall': 0.5961538461538463, 'f1-score': 0.5098364279398763, 'support': 52}}
Token level accuracy: 0.7550335570469798
{'C': {'precision': 0.16666666666666666, 'recall': 0.11764705882352941, 'f1-score': 0.13793103448275862, 'support': 17}, 'P': {'precision': 0.5918367346938775, 'recall': 0.8285714285714286, 'f1-score': 0.6904761904761905, 'support': 35}, 'micro avg': {'precision': 0.5081967213114754, 'recall': 0.5961538461538461, 'f1-score': 0.5486725663716814, 'support': 52}, 'macro avg': {'precision': 0.3792517006802721, 'recall': 0.47310924369747903, 'f1-score': 0.41420361247947457, 'support': 52}, 'weighted avg': {'precision': 0.45283882783882784, 'recall': 0.5961538461538463, 'f1-score': 0.5098364279398763, 'support': 52}}
Token level accuracy: 0.7550335570469798
Dev-Data: Prec: 0.508, Rec: 0.596, F1: 0.5487
{'C': {'precision': 0.19823788546255505, 'recall': 0.15570934256055363, 'f1-score': 0.1744186046511628, 'support': 867}, 'P': {'precision': 0.25228975853455454, 'recall': 0.2850423330197554, 'f1-score': 0.26766784452296816, 'support': 1063}, 'micro avg': {'precision': 0.23273113708820403, 'recall': 0.22694300518134716, 'f1-score': 0.229800629590766, 'support': 1930}, 'macro avg': {'precision': 0.2252638219985548, 'recall': 0.22037583779015452, 'f1-score': 0.2210432245870655, 'support': 1930}, 'weighted avg': {'precision': 0.22800842487993092, 'recall': 0.22694300518134716, 'f1-score': 0.22577816008314677, 'support': 1930}}
Token level accuracy: 0.5628655270772198
Wrong BIO-Encoding 1193/2995 labels, 39.83%
{'C': {'precision': 0.19823788546255505, 'recall': 0.15570934256055363, 'f1-score': 0.1744186046511628, 'support': 867}, 'P': {'precision': 0.25228975853455454, 'recall': 0.2850423330197554, 'f1-score': 0.26766784452296816, 'support': 1063}, 'micro avg': {'precision': 0.23273113708820403, 'recall': 0.22694300518134716, 'f1-score': 0.229800629590766, 'support': 1930}, 'macro avg': {'precision': 0.2252638219985548, 'recall': 0.22037583779015452, 'f1-score': 0.2210432245870655, 'support': 1930}, 'weighted avg': {'precision': 0.22800842487993092, 'recall': 0.22694300518134716, 'f1-score': 0.22577816008314677, 'support': 1930}}
Token level accuracy: 0.5628655270772198
Wrong BIO-Encoding 80/1882 labels, 4.25%
Test-Data: Prec: 0.243, Rec: 0.227, F1: 0.2347

Scores from epoch with best dev-scores:
  Dev-Score: 0.5487
  Test-Score 0.2347

11.43 sec for evaluation

--------- Epoch 13 -----------
530.26 sec for training (7040.47 total)
-- cmv_modes1 --
{'C': {'precision': 0.2, 'recall': 0.058823529411764705, 'f1-score': 0.0909090909090909, 'support': 17}, 'P': {'precision': 0.54, 'recall': 0.7714285714285715, 'f1-score': 0.6352941176470589, 'support': 35}, 'micro avg': {'precision': 0.509090909090909, 'recall': 0.5384615384615384, 'f1-score': 0.5233644859813084, 'support': 52}, 'macro avg': {'precision': 0.37, 'recall': 0.4151260504201681, 'f1-score': 0.3631016042780749, 'support': 52}, 'weighted avg': {'precision': 0.42884615384615393, 'recall': 0.5384615384615384, 'f1-score': 0.4573220896750309, 'support': 52}}
Token level accuracy: 0.7256711409395973
Wrong BIO-Encoding 15/69 labels, 21.74%
{'C': {'precision': 0.2, 'recall': 0.058823529411764705, 'f1-score': 0.0909090909090909, 'support': 17}, 'P': {'precision': 0.54, 'recall': 0.7714285714285715, 'f1-score': 0.6352941176470589, 'support': 35}, 'micro avg': {'precision': 0.509090909090909, 'recall': 0.5384615384615384, 'f1-score': 0.5233644859813084, 'support': 52}, 'macro avg': {'precision': 0.37, 'recall': 0.4151260504201681, 'f1-score': 0.3631016042780749, 'support': 52}, 'weighted avg': {'precision': 0.42884615384615393, 'recall': 0.5384615384615384, 'f1-score': 0.4573220896750309, 'support': 52}}
Token level accuracy: 0.7256711409395973
Wrong BIO-Encoding 1/55 labels, 1.82%
Dev-Data: Prec: 0.519, Rec: 0.538, F1: 0.5283
{'C': {'precision': 0.20224719101123595, 'recall': 0.06228373702422145, 'f1-score': 0.09523809523809522, 'support': 867}, 'P': {'precision': 0.24567474048442905, 'recall': 0.2671683913452493, 'f1-score': 0.25597115817936006, 'support': 1063}, 'micro avg': {'precision': 0.23752635277582573, 'recall': 0.17512953367875647, 'f1-score': 0.20161049806143752, 'support': 1930}, 'macro avg': {'precision': 0.2239609657478325, 'recall': 0.16472606418473537, 'f1-score': 0.17560462670872765, 'support': 1930}, 'weighted avg': {'precision': 0.22616609520294803, 'recall': 0.17512953367875647, 'f1-score': 0.18376620192543436, 'support': 1930}}
Token level accuracy: 0.5280416983029284
Wrong BIO-Encoding 1981/3315 labels, 59.76%
{'C': {'precision': 0.20224719101123595, 'recall': 0.06228373702422145, 'f1-score': 0.09523809523809522, 'support': 867}, 'P': {'precision': 0.24567474048442905, 'recall': 0.2671683913452493, 'f1-score': 0.25597115817936006, 'support': 1063}, 'micro avg': {'precision': 0.23752635277582573, 'recall': 0.17512953367875647, 'f1-score': 0.20161049806143752, 'support': 1930}, 'macro avg': {'precision': 0.2239609657478325, 'recall': 0.16472606418473537, 'f1-score': 0.17560462670872765, 'support': 1930}, 'weighted avg': {'precision': 0.22616609520294803, 'recall': 0.17512953367875647, 'f1-score': 0.18376620192543436, 'support': 1930}}
Token level accuracy: 0.5280416983029284
Wrong BIO-Encoding 89/1423 labels, 6.25%
Test-Data: Prec: 0.252, Rec: 0.174, F1: 0.2059

Scores from epoch with best dev-scores:
  Dev-Score: 0.5487
  Test-Score 0.2347

10.95 sec for evaluation

--------- Epoch 14 -----------
540.59 sec for training (7581.06 total)
-- cmv_modes1 --
{'C': {'precision': 0.18181818181818182, 'recall': 0.23529411764705882, 'f1-score': 0.20512820512820512, 'support': 17}, 'P': {'precision': 0.4, 'recall': 0.4, 'f1-score': 0.4000000000000001, 'support': 35}, 'micro avg': {'precision': 0.3157894736842105, 'recall': 0.34615384615384615, 'f1-score': 0.33027522935779813, 'support': 52}, 'macro avg': {'precision': 0.2909090909090909, 'recall': 0.3176470588235294, 'f1-score': 0.3025641025641026, 'support': 52}, 'weighted avg': {'precision': 0.32867132867132864, 'recall': 0.34615384615384615, 'f1-score': 0.3362919132149902, 'support': 52}}
Token level accuracy: 0.6954697986577181
Wrong BIO-Encoding 21/76 labels, 27.63%
{'C': {'precision': 0.18181818181818182, 'recall': 0.23529411764705882, 'f1-score': 0.20512820512820512, 'support': 17}, 'P': {'precision': 0.4, 'recall': 0.4, 'f1-score': 0.4000000000000001, 'support': 35}, 'micro avg': {'precision': 0.3157894736842105, 'recall': 0.34615384615384615, 'f1-score': 0.33027522935779813, 'support': 52}, 'macro avg': {'precision': 0.2909090909090909, 'recall': 0.3176470588235294, 'f1-score': 0.3025641025641026, 'support': 52}, 'weighted avg': {'precision': 0.32867132867132864, 'recall': 0.34615384615384615, 'f1-score': 0.3362919132149902, 'support': 52}}
Token level accuracy: 0.6954697986577181
Wrong BIO-Encoding 2/57 labels, 3.51%
Dev-Data: Prec: 0.327, Rec: 0.346, F1: 0.3364
{'C': {'precision': 0.1544327931363203, 'recall': 0.18685121107266436, 'f1-score': 0.16910229645093947, 'support': 867}, 'P': {'precision': 0.30250783699059564, 'recall': 0.18156161806208843, 'f1-score': 0.22692533803644915, 'support': 1063}, 'micro avg': {'precision': 0.2104327208061648, 'recall': 0.18393782383419688, 'f1-score': 0.1962952723251313, 'support': 1930}, 'macro avg': {'precision': 0.22847031506345797, 'recall': 0.1842064145673764, 'f1-score': 0.19801381724369432, 'support': 1930}, 'weighted avg': {'precision': 0.23598915148714658, 'recall': 0.18393782383419688, 'f1-score': 0.20094990951073055, 'support': 1930}}
Token level accuracy: 0.5236912848084382
Wrong BIO-Encoding 888/2519 labels, 35.25%
{'C': {'precision': 0.1544327931363203, 'recall': 0.18685121107266436, 'f1-score': 0.16910229645093947, 'support': 867}, 'P': {'precision': 0.30250783699059564, 'recall': 0.18156161806208843, 'f1-score': 0.22692533803644915, 'support': 1063}, 'micro avg': {'precision': 0.2104327208061648, 'recall': 0.18393782383419688, 'f1-score': 0.1962952723251313, 'support': 1930}, 'macro avg': {'precision': 0.22847031506345797, 'recall': 0.1842064145673764, 'f1-score': 0.19801381724369432, 'support': 1930}, 'weighted avg': {'precision': 0.23598915148714658, 'recall': 0.18393782383419688, 'f1-score': 0.20094990951073055, 'support': 1930}}
Token level accuracy: 0.5236912848084382
Wrong BIO-Encoding 56/1687 labels, 3.32%
Test-Data: Prec: 0.218, Rec: 0.184, F1: 0.1994

Scores from epoch with best dev-scores:
  Dev-Score: 0.5487
  Test-Score 0.2347

10.97 sec for evaluation

--------- Epoch 15 -----------
541.38 sec for training (8122.43 total)
-- cmv_modes1 --
{'C': {'precision': 0.25, 'recall': 0.29411764705882354, 'f1-score': 0.27027027027027023, 'support': 17}, 'P': {'precision': 0.5142857142857142, 'recall': 0.5142857142857142, 'f1-score': 0.5142857142857142, 'support': 35}, 'micro avg': {'precision': 0.41818181818181815, 'recall': 0.4423076923076923, 'f1-score': 0.4299065420560747, 'support': 52}, 'macro avg': {'precision': 0.3821428571428571, 'recall': 0.4042016806722689, 'f1-score': 0.3922779922779922, 'support': 52}, 'weighted avg': {'precision': 0.42788461538461536, 'recall': 0.4423076923076923, 'f1-score': 0.4345114345114345, 'support': 52}}
Token level accuracy: 0.7172818791946308
{'C': {'precision': 0.25, 'recall': 0.29411764705882354, 'f1-score': 0.27027027027027023, 'support': 17}, 'P': {'precision': 0.5142857142857142, 'recall': 0.5142857142857142, 'f1-score': 0.5142857142857142, 'support': 35}, 'micro avg': {'precision': 0.41818181818181815, 'recall': 0.4423076923076923, 'f1-score': 0.4299065420560747, 'support': 52}, 'macro avg': {'precision': 0.3821428571428571, 'recall': 0.4042016806722689, 'f1-score': 0.3922779922779922, 'support': 52}, 'weighted avg': {'precision': 0.42788461538461536, 'recall': 0.4423076923076923, 'f1-score': 0.4345114345114345, 'support': 52}}
Token level accuracy: 0.7172818791946308
Dev-Data: Prec: 0.418, Rec: 0.442, F1: 0.4299
{'C': {'precision': 0.19389110225763612, 'recall': 0.16839677047289503, 'f1-score': 0.1802469135802469, 'support': 867}, 'P': {'precision': 0.26174496644295303, 'recall': 0.18344308560677328, 'f1-score': 0.21570796460176989, 'support': 1063}, 'micro avg': {'precision': 0.22763684913217624, 'recall': 0.1766839378238342, 'f1-score': 0.19894982497082847, 'support': 1930}, 'macro avg': {'precision': 0.22781803435029457, 'recall': 0.17591992803983414, 'f1-score': 0.1979774390910084, 'support': 1930}, 'weighted avg': {'precision': 0.231263463723435, 'recall': 0.1766839378238342, 'f1-score': 0.19977805204443289, 'support': 1930}}
Token level accuracy: 0.5309146128747615
Wrong BIO-Encoding 542/2009 labels, 26.98%
{'C': {'precision': 0.19389110225763612, 'recall': 0.16839677047289503, 'f1-score': 0.1802469135802469, 'support': 867}, 'P': {'precision': 0.26174496644295303, 'recall': 0.18344308560677328, 'f1-score': 0.21570796460176989, 'support': 1063}, 'micro avg': {'precision': 0.22763684913217624, 'recall': 0.1766839378238342, 'f1-score': 0.19894982497082847, 'support': 1930}, 'macro avg': {'precision': 0.22781803435029457, 'recall': 0.17591992803983414, 'f1-score': 0.1979774390910084, 'support': 1930}, 'weighted avg': {'precision': 0.231263463723435, 'recall': 0.1766839378238342, 'f1-score': 0.19977805204443289, 'support': 1930}}
Token level accuracy: 0.5309146128747615
Wrong BIO-Encoding 31/1498 labels, 2.07%
Test-Data: Prec: 0.232, Rec: 0.177, F1: 0.2008

Scores from epoch with best dev-scores:
  Dev-Score: 0.5487
  Test-Score 0.2347

10.85 sec for evaluation

--------- Epoch 16 -----------
542.69 sec for training (8665.12 total)
-- cmv_modes1 --
{'C': {'precision': 0.2413793103448276, 'recall': 0.4117647058823529, 'f1-score': 0.3043478260869565, 'support': 17}, 'P': {'precision': 0.625, 'recall': 0.7142857142857143, 'f1-score': 0.6666666666666666, 'support': 35}, 'micro avg': {'precision': 0.463768115942029, 'recall': 0.6153846153846154, 'f1-score': 0.5289256198347106, 'support': 52}, 'macro avg': {'precision': 0.4331896551724138, 'recall': 0.5630252100840336, 'f1-score': 0.48550724637681153, 'support': 52}, 'weighted avg': {'precision': 0.49958554376657827, 'recall': 0.6153846153846154, 'f1-score': 0.548216276477146, 'support': 52}}
Token level accuracy: 0.7508389261744967
{'C': {'precision': 0.2413793103448276, 'recall': 0.4117647058823529, 'f1-score': 0.3043478260869565, 'support': 17}, 'P': {'precision': 0.625, 'recall': 0.7142857142857143, 'f1-score': 0.6666666666666666, 'support': 35}, 'micro avg': {'precision': 0.463768115942029, 'recall': 0.6153846153846154, 'f1-score': 0.5289256198347106, 'support': 52}, 'macro avg': {'precision': 0.4331896551724138, 'recall': 0.5630252100840336, 'f1-score': 0.48550724637681153, 'support': 52}, 'weighted avg': {'precision': 0.49958554376657827, 'recall': 0.6153846153846154, 'f1-score': 0.548216276477146, 'support': 52}}
Token level accuracy: 0.7508389261744967
Dev-Data: Prec: 0.464, Rec: 0.615, F1: 0.5289
{'C': {'precision': 0.13790806129247168, 'recall': 0.23875432525951557, 'f1-score': 0.17483108108108109, 'support': 867}, 'P': {'precision': 0.2550335570469799, 'recall': 0.17873941674506114, 'f1-score': 0.21017699115044247, 'support': 1063}, 'micro avg': {'precision': 0.1767586821015138, 'recall': 0.20569948186528497, 'f1-score': 0.19013409961685823, 'support': 1930}, 'macro avg': {'precision': 0.19647080916972579, 'recall': 0.20874687100228834, 'f1-score': 0.19250403611576178, 'support': 1930}, 'weighted avg': {'precision': 0.20241811413549873, 'recall': 0.20569948186528497, 'f1-score': 0.1942988025337915, 'support': 1930}}
Token level accuracy: 0.49978453140711254
Wrong BIO-Encoding 586/2793 labels, 20.98%
{'C': {'precision': 0.13790806129247168, 'recall': 0.23875432525951557, 'f1-score': 0.17483108108108109, 'support': 867}, 'P': {'precision': 0.2550335570469799, 'recall': 0.17873941674506114, 'f1-score': 0.21017699115044247, 'support': 1063}, 'micro avg': {'precision': 0.1767586821015138, 'recall': 0.20569948186528497, 'f1-score': 0.19013409961685823, 'support': 1930}, 'macro avg': {'precision': 0.19647080916972579, 'recall': 0.20874687100228834, 'f1-score': 0.19250403611576178, 'support': 1930}, 'weighted avg': {'precision': 0.20241811413549873, 'recall': 0.20569948186528497, 'f1-score': 0.1942988025337915, 'support': 1930}}
Token level accuracy: 0.49978453140711254
Wrong BIO-Encoding 39/2246 labels, 1.74%
Test-Data: Prec: 0.180, Rec: 0.206, F1: 0.1919

Scores from epoch with best dev-scores:
  Dev-Score: 0.5487
  Test-Score 0.2347

10.55 sec for evaluation

--------- Epoch 17 -----------
531.75 sec for training (9196.87 total)
-- cmv_modes1 --
{'C': {'precision': 0.25, 'recall': 0.23529411764705882, 'f1-score': 0.24242424242424243, 'support': 17}, 'P': {'precision': 0.5306122448979592, 'recall': 0.7428571428571429, 'f1-score': 0.6190476190476191, 'support': 35}, 'micro avg': {'precision': 0.46153846153846156, 'recall': 0.5769230769230769, 'f1-score': 0.5128205128205129, 'support': 52}, 'macro avg': {'precision': 0.3903061224489796, 'recall': 0.4890756302521009, 'f1-score': 0.43073593073593075, 'support': 52}, 'weighted avg': {'precision': 0.4388736263736264, 'recall': 0.5769230769230769, 'f1-score': 0.4959207459207459, 'support': 52}}
Token level accuracy: 0.7734899328859061
{'C': {'precision': 0.25, 'recall': 0.23529411764705882, 'f1-score': 0.24242424242424243, 'support': 17}, 'P': {'precision': 0.5306122448979592, 'recall': 0.7428571428571429, 'f1-score': 0.6190476190476191, 'support': 35}, 'micro avg': {'precision': 0.46153846153846156, 'recall': 0.5769230769230769, 'f1-score': 0.5128205128205129, 'support': 52}, 'macro avg': {'precision': 0.3903061224489796, 'recall': 0.4890756302521009, 'f1-score': 0.43073593073593075, 'support': 52}, 'weighted avg': {'precision': 0.4388736263736264, 'recall': 0.5769230769230769, 'f1-score': 0.4959207459207459, 'support': 52}}
Token level accuracy: 0.7734899328859061
Dev-Data: Prec: 0.462, Rec: 0.577, F1: 0.5128
{'C': {'precision': 0.17444444444444446, 'recall': 0.18108419838523646, 'f1-score': 0.17770232031692135, 'support': 867}, 'P': {'precision': 0.22731201382886776, 'recall': 0.24741298212605833, 'f1-score': 0.23693693693693693, 'support': 1063}, 'micro avg': {'precision': 0.20418084589207583, 'recall': 0.21761658031088082, 'f1-score': 0.2106847253574116, 'support': 1930}, 'macro avg': {'precision': 0.2008782291366561, 'recall': 0.2142485902556474, 'f1-score': 0.20731962862692915, 'support': 1930}, 'weighted avg': {'precision': 0.20356269639037294, 'recall': 0.21761658031088082, 'f1-score': 0.21032739672473302, 'support': 1930}}
Token level accuracy: 0.5496501200467875
Wrong BIO-Encoding 558/2577 labels, 21.65%
{'C': {'precision': 0.17444444444444446, 'recall': 0.18108419838523646, 'f1-score': 0.17770232031692135, 'support': 867}, 'P': {'precision': 0.22731201382886776, 'recall': 0.24741298212605833, 'f1-score': 0.23693693693693693, 'support': 1063}, 'micro avg': {'precision': 0.20418084589207583, 'recall': 0.21761658031088082, 'f1-score': 0.2106847253574116, 'support': 1930}, 'macro avg': {'precision': 0.2008782291366561, 'recall': 0.2142485902556474, 'f1-score': 0.20731962862692915, 'support': 1930}, 'weighted avg': {'precision': 0.20356269639037294, 'recall': 0.21761658031088082, 'f1-score': 0.21032739672473302, 'support': 1930}}
Token level accuracy: 0.5496501200467875
Wrong BIO-Encoding 38/2057 labels, 1.85%
Test-Data: Prec: 0.208, Rec: 0.218, F1: 0.2127

Scores from epoch with best dev-scores:
  Dev-Score: 0.5487
  Test-Score 0.2347

10.95 sec for evaluation

--------- Epoch 18 -----------
536.89 sec for training (9733.77 total)
-- cmv_modes1 --
{'C': {'precision': 0.17647058823529413, 'recall': 0.17647058823529413, 'f1-score': 0.17647058823529413, 'support': 17}, 'P': {'precision': 0.5434782608695652, 'recall': 0.7142857142857143, 'f1-score': 0.617283950617284, 'support': 35}, 'micro avg': {'precision': 0.4444444444444444, 'recall': 0.5384615384615384, 'f1-score': 0.4869565217391304, 'support': 52}, 'macro avg': {'precision': 0.3599744245524297, 'recall': 0.44537815126050423, 'f1-score': 0.3968772694262891, 'support': 52}, 'weighted avg': {'precision': 0.42349498327759194, 'recall': 0.5384615384615384, 'f1-score': 0.4731718898385565, 'support': 52}}
Token level accuracy: 0.7978187919463087
Wrong BIO-Encoding 10/72 labels, 13.89%
{'C': {'precision': 0.17647058823529413, 'recall': 0.17647058823529413, 'f1-score': 0.17647058823529413, 'support': 17}, 'P': {'precision': 0.5434782608695652, 'recall': 0.7142857142857143, 'f1-score': 0.617283950617284, 'support': 35}, 'micro avg': {'precision': 0.4444444444444444, 'recall': 0.5384615384615384, 'f1-score': 0.4869565217391304, 'support': 52}, 'macro avg': {'precision': 0.3599744245524297, 'recall': 0.44537815126050423, 'f1-score': 0.3968772694262891, 'support': 52}, 'weighted avg': {'precision': 0.42349498327759194, 'recall': 0.5384615384615384, 'f1-score': 0.4731718898385565, 'support': 52}}
Token level accuracy: 0.7978187919463087
Wrong BIO-Encoding 1/63 labels, 1.59%
Dev-Data: Prec: 0.452, Rec: 0.538, F1: 0.4912
{'C': {'precision': 0.2051948051948052, 'recall': 0.18223760092272204, 'f1-score': 0.19303604153940132, 'support': 867}, 'P': {'precision': 0.26330532212885155, 'recall': 0.26528692380056446, 'f1-score': 0.2642924086223056, 'support': 1063}, 'micro avg': {'precision': 0.2390005431830527, 'recall': 0.22797927461139897, 'f1-score': 0.23335985149827634, 'support': 1930}, 'macro avg': {'precision': 0.23425006366182838, 'recall': 0.22376226236164326, 'f1-score': 0.22866422508085343, 'support': 1930}, 'weighted avg': {'precision': 0.23720075312272812, 'recall': 0.22797927461139897, 'f1-score': 0.23228242403117705, 'support': 1930}}
Token level accuracy: 0.5406825224189941
Wrong BIO-Encoding 739/2530 labels, 29.21%
{'C': {'precision': 0.2051948051948052, 'recall': 0.18223760092272204, 'f1-score': 0.19303604153940132, 'support': 867}, 'P': {'precision': 0.26330532212885155, 'recall': 0.26528692380056446, 'f1-score': 0.2642924086223056, 'support': 1063}, 'micro avg': {'precision': 0.2390005431830527, 'recall': 0.22797927461139897, 'f1-score': 0.23335985149827634, 'support': 1930}, 'macro avg': {'precision': 0.23425006366182838, 'recall': 0.22376226236164326, 'f1-score': 0.22866422508085343, 'support': 1930}, 'weighted avg': {'precision': 0.23720075312272812, 'recall': 0.22797927461139897, 'f1-score': 0.23228242403117705, 'support': 1930}}
Token level accuracy: 0.5406825224189941
Wrong BIO-Encoding 50/1841 labels, 2.72%
Test-Data: Prec: 0.246, Rec: 0.228, F1: 0.2365

Scores from epoch with best dev-scores:
  Dev-Score: 0.5487
  Test-Score 0.2347

10.69 sec for evaluation

--------- Epoch 19 -----------
526.88 sec for training (10260.64 total)
-- cmv_modes1 --
{'C': {'precision': 0.2, 'recall': 0.29411764705882354, 'f1-score': 0.2380952380952381, 'support': 17}, 'P': {'precision': 0.4864864864864865, 'recall': 0.5142857142857142, 'f1-score': 0.5, 'support': 35}, 'micro avg': {'precision': 0.3709677419354839, 'recall': 0.4423076923076923, 'f1-score': 0.4035087719298246, 'support': 52}, 'macro avg': {'precision': 0.3432432432432433, 'recall': 0.4042016806722689, 'f1-score': 0.36904761904761907, 'support': 52}, 'weighted avg': {'precision': 0.39282744282744286, 'recall': 0.4423076923076923, 'f1-score': 0.41437728937728935, 'support': 52}}
Token level accuracy: 0.7592281879194631
{'C': {'precision': 0.2, 'recall': 0.29411764705882354, 'f1-score': 0.2380952380952381, 'support': 17}, 'P': {'precision': 0.4864864864864865, 'recall': 0.5142857142857142, 'f1-score': 0.5, 'support': 35}, 'micro avg': {'precision': 0.3709677419354839, 'recall': 0.4423076923076923, 'f1-score': 0.4035087719298246, 'support': 52}, 'macro avg': {'precision': 0.3432432432432433, 'recall': 0.4042016806722689, 'f1-score': 0.36904761904761907, 'support': 52}, 'weighted avg': {'precision': 0.39282744282744286, 'recall': 0.4423076923076923, 'f1-score': 0.41437728937728935, 'support': 52}}
Token level accuracy: 0.7592281879194631
Dev-Data: Prec: 0.371, Rec: 0.442, F1: 0.4035
{'C': {'precision': 0.14317507418397626, 'recall': 0.22260668973471742, 'f1-score': 0.1742663656884876, 'support': 867}, 'P': {'precision': 0.23722149410222804, 'recall': 0.1702728127939793, 'f1-score': 0.19824753559693317, 'support': 1063}, 'micro avg': {'precision': 0.177167219327333, 'recall': 0.19378238341968912, 'f1-score': 0.18510269735214055, 'support': 1930}, 'macro avg': {'precision': 0.19019828414310214, 'recall': 0.19643975126434837, 'f1-score': 0.1862569506427104, 'support': 1930}, 'weighted avg': {'precision': 0.19497369821149008, 'recall': 0.19378238341968912, 'f1-score': 0.18747464735308741, 'support': 1930}}
Token level accuracy: 0.5128973343456937
Wrong BIO-Encoding 639/2710 labels, 23.58%
{'C': {'precision': 0.14317507418397626, 'recall': 0.22260668973471742, 'f1-score': 0.1742663656884876, 'support': 867}, 'P': {'precision': 0.23722149410222804, 'recall': 0.1702728127939793, 'f1-score': 0.19824753559693317, 'support': 1063}, 'micro avg': {'precision': 0.177167219327333, 'recall': 0.19378238341968912, 'f1-score': 0.18510269735214055, 'support': 1930}, 'macro avg': {'precision': 0.19019828414310214, 'recall': 0.19643975126434837, 'f1-score': 0.1862569506427104, 'support': 1930}, 'weighted avg': {'precision': 0.19497369821149008, 'recall': 0.19378238341968912, 'f1-score': 0.18747464735308741, 'support': 1930}}
Token level accuracy: 0.5128973343456937
Wrong BIO-Encoding 40/2111 labels, 1.89%
Test-Data: Prec: 0.177, Rec: 0.194, F1: 0.1851

Scores from epoch with best dev-scores:
  Dev-Score: 0.5487
  Test-Score 0.2347

10.93 sec for evaluation

--------- Epoch 20 -----------
534.99 sec for training (10795.64 total)
-- cmv_modes1 --
{'C': {'precision': 0.35714285714285715, 'recall': 0.29411764705882354, 'f1-score': 0.3225806451612903, 'support': 17}, 'P': {'precision': 0.48936170212765956, 'recall': 0.6571428571428571, 'f1-score': 0.5609756097560975, 'support': 35}, 'micro avg': {'precision': 0.45901639344262296, 'recall': 0.5384615384615384, 'f1-score': 0.4955752212389381, 'support': 52}, 'macro avg': {'precision': 0.42325227963525835, 'recall': 0.4756302521008403, 'f1-score': 0.44177812745869394, 'support': 52}, 'weighted avg': {'precision': 0.44613631049801256, 'recall': 0.5384615384615384, 'f1-score': 0.4830387944077952, 'support': 52}}
Token level accuracy: 0.7919463087248322
{'C': {'precision': 0.35714285714285715, 'recall': 0.29411764705882354, 'f1-score': 0.3225806451612903, 'support': 17}, 'P': {'precision': 0.48936170212765956, 'recall': 0.6571428571428571, 'f1-score': 0.5609756097560975, 'support': 35}, 'micro avg': {'precision': 0.45901639344262296, 'recall': 0.5384615384615384, 'f1-score': 0.4955752212389381, 'support': 52}, 'macro avg': {'precision': 0.42325227963525835, 'recall': 0.4756302521008403, 'f1-score': 0.44177812745869394, 'support': 52}, 'weighted avg': {'precision': 0.44613631049801256, 'recall': 0.5384615384615384, 'f1-score': 0.4830387944077952, 'support': 52}}
Token level accuracy: 0.7919463087248322
Dev-Data: Prec: 0.459, Rec: 0.538, F1: 0.4956
{'C': {'precision': 0.17963386727688788, 'recall': 0.18108419838523646, 'f1-score': 0.1803561171740379, 'support': 867}, 'P': {'precision': 0.24168297455968688, 'recall': 0.2323612417685795, 'f1-score': 0.2369304556354916, 'support': 1063}, 'micro avg': {'precision': 0.21308016877637131, 'recall': 0.20932642487046632, 'f1-score': 0.21118661787767903, 'support': 1930}, 'macro avg': {'precision': 0.21065842091828738, 'recall': 0.20672272007690798, 'f1-score': 0.20864328640476476, 'support': 1930}, 'weighted avg': {'precision': 0.2138091009772067, 'recall': 0.20932642487046632, 'f1-score': 0.2115159730209422, 'support': 1930}}
Token level accuracy: 0.543370749625495
Wrong BIO-Encoding 585/2441 labels, 23.97%
{'C': {'precision': 0.17963386727688788, 'recall': 0.18108419838523646, 'f1-score': 0.1803561171740379, 'support': 867}, 'P': {'precision': 0.24168297455968688, 'recall': 0.2323612417685795, 'f1-score': 0.2369304556354916, 'support': 1063}, 'micro avg': {'precision': 0.21308016877637131, 'recall': 0.20932642487046632, 'f1-score': 0.21118661787767903, 'support': 1930}, 'macro avg': {'precision': 0.21065842091828738, 'recall': 0.20672272007690798, 'f1-score': 0.20864328640476476, 'support': 1930}, 'weighted avg': {'precision': 0.2138091009772067, 'recall': 0.20932642487046632, 'f1-score': 0.2115159730209422, 'support': 1930}}
Token level accuracy: 0.543370749625495
Wrong BIO-Encoding 40/1896 labels, 2.11%
Test-Data: Prec: 0.218, Rec: 0.209, F1: 0.2134

Scores from epoch with best dev-scores:
  Dev-Score: 0.5487
  Test-Score 0.2347

10.86 sec for evaluation

--------- Epoch 21 -----------
533.57 sec for training (11329.21 total)
-- cmv_modes1 --
{'C': {'precision': 0.24, 'recall': 0.35294117647058826, 'f1-score': 0.28571428571428564, 'support': 17}, 'P': {'precision': 0.5384615384615384, 'recall': 0.6, 'f1-score': 0.5675675675675675, 'support': 35}, 'micro avg': {'precision': 0.421875, 'recall': 0.5192307692307693, 'f1-score': 0.46551724137931033, 'support': 52}, 'macro avg': {'precision': 0.3892307692307692, 'recall': 0.4764705882352941, 'f1-score': 0.42664092664092657, 'support': 52}, 'weighted avg': {'precision': 0.440887573964497, 'recall': 0.5192307692307693, 'f1-score': 0.47542322542322535, 'support': 52}}
Token level accuracy: 0.764261744966443
{'C': {'precision': 0.24, 'recall': 0.35294117647058826, 'f1-score': 0.28571428571428564, 'support': 17}, 'P': {'precision': 0.5384615384615384, 'recall': 0.6, 'f1-score': 0.5675675675675675, 'support': 35}, 'micro avg': {'precision': 0.421875, 'recall': 0.5192307692307693, 'f1-score': 0.46551724137931033, 'support': 52}, 'macro avg': {'precision': 0.3892307692307692, 'recall': 0.4764705882352941, 'f1-score': 0.42664092664092657, 'support': 52}, 'weighted avg': {'precision': 0.440887573964497, 'recall': 0.5192307692307693, 'f1-score': 0.47542322542322535, 'support': 52}}
Token level accuracy: 0.764261744966443
Dev-Data: Prec: 0.422, Rec: 0.519, F1: 0.4655
{'C': {'precision': 0.17673992673992675, 'recall': 0.22260668973471742, 'f1-score': 0.1970393057682491, 'support': 867}, 'P': {'precision': 0.2583148558758315, 'recall': 0.21919096895578552, 'f1-score': 0.23715012722646311, 'support': 1063}, 'micro avg': {'precision': 0.2136409227683049, 'recall': 0.22072538860103627, 'f1-score': 0.21712538226299694, 'support': 1930}, 'macro avg': {'precision': 0.21752739130787913, 'recall': 0.22089882934525146, 'f1-score': 0.21709471649735612, 'support': 1930}, 'weighted avg': {'precision': 0.22166953796866598, 'recall': 0.22072538860103627, 'f1-score': 0.21913143178383535, 'support': 1930}}
Token level accuracy: 0.5362089840142825
Wrong BIO-Encoding 599/2552 labels, 23.47%
{'C': {'precision': 0.17673992673992675, 'recall': 0.22260668973471742, 'f1-score': 0.1970393057682491, 'support': 867}, 'P': {'precision': 0.2583148558758315, 'recall': 0.21919096895578552, 'f1-score': 0.23715012722646311, 'support': 1063}, 'micro avg': {'precision': 0.2136409227683049, 'recall': 0.22072538860103627, 'f1-score': 0.21712538226299694, 'support': 1930}, 'macro avg': {'precision': 0.21752739130787913, 'recall': 0.22089882934525146, 'f1-score': 0.21709471649735612, 'support': 1930}, 'weighted avg': {'precision': 0.22166953796866598, 'recall': 0.22072538860103627, 'f1-score': 0.21913143178383535, 'support': 1930}}
Token level accuracy: 0.5362089840142825
Wrong BIO-Encoding 41/1994 labels, 2.06%
Test-Data: Prec: 0.218, Rec: 0.221, F1: 0.2194

Scores from epoch with best dev-scores:
  Dev-Score: 0.5487
  Test-Score 0.2347

10.79 sec for evaluation

--------- Epoch 22 -----------
526.68 sec for training (11855.89 total)
-- cmv_modes1 --
{'C': {'precision': 0.22857142857142856, 'recall': 0.47058823529411764, 'f1-score': 0.3076923076923077, 'support': 17}, 'P': {'precision': 0.5, 'recall': 0.4857142857142857, 'f1-score': 0.49275362318840576, 'support': 35}, 'micro avg': {'precision': 0.36231884057971014, 'recall': 0.4807692307692308, 'f1-score': 0.4132231404958678, 'support': 52}, 'macro avg': {'precision': 0.36428571428571427, 'recall': 0.47815126050420165, 'f1-score': 0.40022296544035674, 'support': 52}, 'weighted avg': {'precision': 0.41126373626373625, 'recall': 0.4807692307692308, 'f1-score': 0.4322528085069891, 'support': 52}}
Token level accuracy: 0.7021812080536913
{'C': {'precision': 0.22857142857142856, 'recall': 0.47058823529411764, 'f1-score': 0.3076923076923077, 'support': 17}, 'P': {'precision': 0.5, 'recall': 0.4857142857142857, 'f1-score': 0.49275362318840576, 'support': 35}, 'micro avg': {'precision': 0.36231884057971014, 'recall': 0.4807692307692308, 'f1-score': 0.4132231404958678, 'support': 52}, 'macro avg': {'precision': 0.36428571428571427, 'recall': 0.47815126050420165, 'f1-score': 0.40022296544035674, 'support': 52}, 'weighted avg': {'precision': 0.41126373626373625, 'recall': 0.4807692307692308, 'f1-score': 0.4322528085069891, 'support': 52}}
Token level accuracy: 0.7021812080536913
Dev-Data: Prec: 0.362, Rec: 0.481, F1: 0.4132
{'C': {'precision': 0.1383422778771616, 'recall': 0.2675893886966551, 'f1-score': 0.18238993710691823, 'support': 867}, 'P': {'precision': 0.25771604938271603, 'recall': 0.1571025399811853, 'f1-score': 0.19520748100526003, 'support': 1063}, 'micro avg': {'precision': 0.17161290322580644, 'recall': 0.20673575129533678, 'f1-score': 0.18754406580493538, 'support': 1930}, 'macro avg': {'precision': 0.19802916362993883, 'recall': 0.21234596433892022, 'f1-score': 0.18879870905608914, 'support': 1930}, 'weighted avg': {'precision': 0.20409062974783743, 'recall': 0.20673575129533678, 'f1-score': 0.18944954807268885, 'support': 1930}}
Token level accuracy: 0.4913709958753155
Wrong BIO-Encoding 508/2794 labels, 18.18%
{'C': {'precision': 0.1383422778771616, 'recall': 0.2675893886966551, 'f1-score': 0.18238993710691823, 'support': 867}, 'P': {'precision': 0.25771604938271603, 'recall': 0.1571025399811853, 'f1-score': 0.19520748100526003, 'support': 1063}, 'micro avg': {'precision': 0.17161290322580644, 'recall': 0.20673575129533678, 'f1-score': 0.18754406580493538, 'support': 1930}, 'macro avg': {'precision': 0.19802916362993883, 'recall': 0.21234596433892022, 'f1-score': 0.18879870905608914, 'support': 1930}, 'weighted avg': {'precision': 0.20409062974783743, 'recall': 0.20673575129533678, 'f1-score': 0.18944954807268885, 'support': 1930}}
Token level accuracy: 0.4913709958753155
Wrong BIO-Encoding 39/2325 labels, 1.68%
Test-Data: Prec: 0.175, Rec: 0.207, F1: 0.1893

Scores from epoch with best dev-scores:
  Dev-Score: 0.5487
  Test-Score 0.2347

10.64 sec for evaluation

--------- Epoch 23 -----------
534.45 sec for training (12390.34 total)
-- cmv_modes1 --
{'C': {'precision': 0.3333333333333333, 'recall': 0.47058823529411764, 'f1-score': 0.39024390243902435, 'support': 17}, 'P': {'precision': 0.5365853658536586, 'recall': 0.6285714285714286, 'f1-score': 0.5789473684210527, 'support': 35}, 'micro avg': {'precision': 0.46153846153846156, 'recall': 0.5769230769230769, 'f1-score': 0.5128205128205129, 'support': 52}, 'macro avg': {'precision': 0.4349593495934959, 'recall': 0.5495798319327732, 'f1-score': 0.4845956354300385, 'support': 52}, 'weighted avg': {'precision': 0.4701375859912445, 'recall': 0.5769230769230769, 'f1-score': 0.5172558506961588, 'support': 52}}
Token level accuracy: 0.8263422818791947
{'C': {'precision': 0.3333333333333333, 'recall': 0.47058823529411764, 'f1-score': 0.39024390243902435, 'support': 17}, 'P': {'precision': 0.5365853658536586, 'recall': 0.6285714285714286, 'f1-score': 0.5789473684210527, 'support': 35}, 'micro avg': {'precision': 0.46153846153846156, 'recall': 0.5769230769230769, 'f1-score': 0.5128205128205129, 'support': 52}, 'macro avg': {'precision': 0.4349593495934959, 'recall': 0.5495798319327732, 'f1-score': 0.4845956354300385, 'support': 52}, 'weighted avg': {'precision': 0.4701375859912445, 'recall': 0.5769230769230769, 'f1-score': 0.5172558506961588, 'support': 52}}
Token level accuracy: 0.8263422818791947
Dev-Data: Prec: 0.462, Rec: 0.577, F1: 0.5128
{'C': {'precision': 0.17833800186741364, 'recall': 0.22029988465974626, 'f1-score': 0.19711042311661506, 'support': 867}, 'P': {'precision': 0.2472885032537961, 'recall': 0.21448730009407338, 'f1-score': 0.22972292191435767, 'support': 1063}, 'micro avg': {'precision': 0.21023582538886101, 'recall': 0.21709844559585492, 'f1-score': 0.21361203160846293, 'support': 1930}, 'macro avg': {'precision': 0.21281325256060485, 'recall': 0.2173935923769098, 'f1-score': 0.21341667251548635, 'support': 1930}, 'weighted avg': {'precision': 0.2163143661025041, 'recall': 0.21709844559585492, 'f1-score': 0.21507264395702977, 'support': 1930}}
Token level accuracy: 0.5365783587449467
Wrong BIO-Encoding 362/2329 labels, 15.54%
{'C': {'precision': 0.17833800186741364, 'recall': 0.22029988465974626, 'f1-score': 0.19711042311661506, 'support': 867}, 'P': {'precision': 0.2472885032537961, 'recall': 0.21448730009407338, 'f1-score': 0.22972292191435767, 'support': 1063}, 'micro avg': {'precision': 0.21023582538886101, 'recall': 0.21709844559585492, 'f1-score': 0.21361203160846293, 'support': 1930}, 'macro avg': {'precision': 0.21281325256060485, 'recall': 0.2173935923769098, 'f1-score': 0.21341667251548635, 'support': 1930}, 'weighted avg': {'precision': 0.2163143661025041, 'recall': 0.21709844559585492, 'f1-score': 0.21507264395702977, 'support': 1930}}
Token level accuracy: 0.5365783587449467
Wrong BIO-Encoding 26/1993 labels, 1.30%
Test-Data: Prec: 0.213, Rec: 0.217, F1: 0.2150

Scores from epoch with best dev-scores:
  Dev-Score: 0.5487
  Test-Score 0.2347

10.74 sec for evaluation

--------- Epoch 24 -----------
537.98 sec for training (12928.32 total)
-- cmv_modes1 --
{'C': {'precision': 0.35, 'recall': 0.4117647058823529, 'f1-score': 0.37837837837837834, 'support': 17}, 'P': {'precision': 0.6585365853658537, 'recall': 0.7714285714285715, 'f1-score': 0.7105263157894737, 'support': 35}, 'micro avg': {'precision': 0.5573770491803278, 'recall': 0.6538461538461539, 'f1-score': 0.6017699115044247, 'support': 52}, 'macro avg': {'precision': 0.5042682926829268, 'recall': 0.5915966386554622, 'f1-score': 0.544452347083926, 'support': 52}, 'weighted avg': {'precision': 0.5576688555347092, 'recall': 0.6538461538461539, 'f1-score': 0.6019394900973848, 'support': 52}}
Token level accuracy: 0.825503355704698
{'C': {'precision': 0.35, 'recall': 0.4117647058823529, 'f1-score': 0.37837837837837834, 'support': 17}, 'P': {'precision': 0.6585365853658537, 'recall': 0.7714285714285715, 'f1-score': 0.7105263157894737, 'support': 35}, 'micro avg': {'precision': 0.5573770491803278, 'recall': 0.6538461538461539, 'f1-score': 0.6017699115044247, 'support': 52}, 'macro avg': {'precision': 0.5042682926829268, 'recall': 0.5915966386554622, 'f1-score': 0.544452347083926, 'support': 52}, 'weighted avg': {'precision': 0.5576688555347092, 'recall': 0.6538461538461539, 'f1-score': 0.6019394900973848, 'support': 52}}
Token level accuracy: 0.825503355704698
Dev-Data: Prec: 0.557, Rec: 0.654, F1: 0.6018
{'C': {'precision': 0.18323586744639375, 'recall': 0.21683967704728951, 'f1-score': 0.19862651875330165, 'support': 867}, 'P': {'precision': 0.23986486486486486, 'recall': 0.20037629350893696, 'f1-score': 0.21834956432598665, 'support': 1063}, 'micro avg': {'precision': 0.20950888192267503, 'recall': 0.2077720207253886, 'f1-score': 0.20863683662851198, 'support': 1930}, 'macro avg': {'precision': 0.2115503661556293, 'recall': 0.20860798527811325, 'f1-score': 0.20848804153964415, 'support': 1930}, 'weighted avg': {'precision': 0.21442582820071232, 'recall': 0.2077720207253886, 'f1-score': 0.20948952261017426, 'support': 1930}}
Token level accuracy: 0.5416264800640249
Wrong BIO-Encoding 802/2684 labels, 29.88%
{'C': {'precision': 0.18323586744639375, 'recall': 0.21683967704728951, 'f1-score': 0.19862651875330165, 'support': 867}, 'P': {'precision': 0.23986486486486486, 'recall': 0.20037629350893696, 'f1-score': 0.21834956432598665, 'support': 1063}, 'micro avg': {'precision': 0.20950888192267503, 'recall': 0.2077720207253886, 'f1-score': 0.20863683662851198, 'support': 1930}, 'macro avg': {'precision': 0.2115503661556293, 'recall': 0.20860798527811325, 'f1-score': 0.20848804153964415, 'support': 1930}, 'weighted avg': {'precision': 0.21442582820071232, 'recall': 0.2077720207253886, 'f1-score': 0.20948952261017426, 'support': 1930}}
Token level accuracy: 0.5416264800640249
Wrong BIO-Encoding 32/1914 labels, 1.67%
Test-Data: Prec: 0.213, Rec: 0.208, F1: 0.2104

Scores from epoch with best dev-scores:
  Dev-Score: 0.6018
  Test-Score 0.2104

11.53 sec for evaluation

--------- Epoch 25 -----------
545.51 sec for training (13473.83 total)
-- cmv_modes1 --
{'C': {'precision': 0.24242424242424243, 'recall': 0.47058823529411764, 'f1-score': 0.32, 'support': 17}, 'P': {'precision': 0.5517241379310345, 'recall': 0.45714285714285713, 'f1-score': 0.5, 'support': 35}, 'micro avg': {'precision': 0.3870967741935484, 'recall': 0.46153846153846156, 'f1-score': 0.42105263157894735, 'support': 52}, 'macro avg': {'precision': 0.39707419017763845, 'recall': 0.4638655462184874, 'f1-score': 0.41000000000000003, 'support': 52}, 'weighted avg': {'precision': 0.45060686439996783, 'recall': 0.46153846153846156, 'f1-score': 0.4411538461538462, 'support': 52}}
Token level accuracy: 0.7281879194630873
{'C': {'precision': 0.24242424242424243, 'recall': 0.47058823529411764, 'f1-score': 0.32, 'support': 17}, 'P': {'precision': 0.5517241379310345, 'recall': 0.45714285714285713, 'f1-score': 0.5, 'support': 35}, 'micro avg': {'precision': 0.3870967741935484, 'recall': 0.46153846153846156, 'f1-score': 0.42105263157894735, 'support': 52}, 'macro avg': {'precision': 0.39707419017763845, 'recall': 0.4638655462184874, 'f1-score': 0.41000000000000003, 'support': 52}, 'weighted avg': {'precision': 0.45060686439996783, 'recall': 0.46153846153846156, 'f1-score': 0.4411538461538462, 'support': 52}}
Token level accuracy: 0.7281879194630873
Dev-Data: Prec: 0.387, Rec: 0.462, F1: 0.4211
{'C': {'precision': 0.14613003095975233, 'recall': 0.2722029988465975, 'f1-score': 0.19016921837228046, 'support': 867}, 'P': {'precision': 0.2680722891566265, 'recall': 0.08372530573847602, 'f1-score': 0.12759856630824373, 'support': 1063}, 'micro avg': {'precision': 0.16692347200821778, 'recall': 0.16839378238341968, 'f1-score': 0.16765540366262574, 'support': 1930}, 'macro avg': {'precision': 0.2071011600581894, 'recall': 0.17796415229253676, 'f1-score': 0.1588838923402621, 'support': 1930}, 'weighted avg': {'precision': 0.2132930467438338, 'recall': 0.16839378238341968, 'f1-score': 0.15570672969659596, 'support': 1930}}
Token level accuracy: 0.4801461082267961
Wrong BIO-Encoding 356/2284 labels, 15.59%
{'C': {'precision': 0.14613003095975233, 'recall': 0.2722029988465975, 'f1-score': 0.19016921837228046, 'support': 867}, 'P': {'precision': 0.2680722891566265, 'recall': 0.08372530573847602, 'f1-score': 0.12759856630824373, 'support': 1063}, 'micro avg': {'precision': 0.16692347200821778, 'recall': 0.16839378238341968, 'f1-score': 0.16765540366262574, 'support': 1930}, 'macro avg': {'precision': 0.2071011600581894, 'recall': 0.17796415229253676, 'f1-score': 0.1588838923402621, 'support': 1930}, 'weighted avg': {'precision': 0.2132930467438338, 'recall': 0.16839378238341968, 'f1-score': 0.15570672969659596, 'support': 1930}}
Token level accuracy: 0.4801461082267961
Wrong BIO-Encoding 19/1947 labels, 0.98%
Test-Data: Prec: 0.169, Rec: 0.168, F1: 0.1685

Scores from epoch with best dev-scores:
  Dev-Score: 0.6018
  Test-Score 0.2104

11.01 sec for evaluation

--------- Epoch 26 -----------
544.46 sec for training (14018.29 total)
-- cmv_modes1 --
{'C': {'precision': 0.2727272727272727, 'recall': 0.35294117647058826, 'f1-score': 0.30769230769230765, 'support': 17}, 'P': {'precision': 0.5, 'recall': 0.4857142857142857, 'f1-score': 0.49275362318840576, 'support': 35}, 'micro avg': {'precision': 0.4107142857142857, 'recall': 0.4423076923076923, 'f1-score': 0.42592592592592593, 'support': 52}, 'macro avg': {'precision': 0.38636363636363635, 'recall': 0.419327731092437, 'f1-score': 0.40022296544035674, 'support': 52}, 'weighted avg': {'precision': 0.42569930069930073, 'recall': 0.4423076923076923, 'f1-score': 0.4322528085069891, 'support': 52}}
Token level accuracy: 0.7911073825503355
{'C': {'precision': 0.2727272727272727, 'recall': 0.35294117647058826, 'f1-score': 0.30769230769230765, 'support': 17}, 'P': {'precision': 0.5, 'recall': 0.4857142857142857, 'f1-score': 0.49275362318840576, 'support': 35}, 'micro avg': {'precision': 0.4107142857142857, 'recall': 0.4423076923076923, 'f1-score': 0.42592592592592593, 'support': 52}, 'macro avg': {'precision': 0.38636363636363635, 'recall': 0.419327731092437, 'f1-score': 0.40022296544035674, 'support': 52}, 'weighted avg': {'precision': 0.42569930069930073, 'recall': 0.4423076923076923, 'f1-score': 0.4322528085069891, 'support': 52}}
Token level accuracy: 0.7911073825503355
Dev-Data: Prec: 0.411, Rec: 0.442, F1: 0.4259
{'C': {'precision': 0.16263310745401743, 'recall': 0.19377162629757785, 'f1-score': 0.17684210526315788, 'support': 867}, 'P': {'precision': 0.21888412017167383, 'recall': 0.14393226716839136, 'f1-score': 0.1736662883087401, 'support': 1063}, 'micro avg': {'precision': 0.18533487297921478, 'recall': 0.16632124352331606, 'f1-score': 0.1753140360458766, 'support': 1930}, 'macro avg': {'precision': 0.19075861381284565, 'recall': 0.1688519467329846, 'f1-score': 0.175254196785949, 'support': 1930}, 'weighted avg': {'precision': 0.19361488285239503, 'recall': 0.16632124352331606, 'f1-score': 0.1750929376867091, 'support': 1930}}
Token level accuracy: 0.5184789969423981
Wrong BIO-Encoding 463/2164 labels, 21.40%
{'C': {'precision': 0.16263310745401743, 'recall': 0.19377162629757785, 'f1-score': 0.17684210526315788, 'support': 867}, 'P': {'precision': 0.21888412017167383, 'recall': 0.14393226716839136, 'f1-score': 0.1736662883087401, 'support': 1063}, 'micro avg': {'precision': 0.18533487297921478, 'recall': 0.16632124352331606, 'f1-score': 0.1753140360458766, 'support': 1930}, 'macro avg': {'precision': 0.19075861381284565, 'recall': 0.1688519467329846, 'f1-score': 0.175254196785949, 'support': 1930}, 'weighted avg': {'precision': 0.19361488285239503, 'recall': 0.16632124352331606, 'f1-score': 0.1750929376867091, 'support': 1930}}
Token level accuracy: 0.5184789969423981
Wrong BIO-Encoding 31/1732 labels, 1.79%
Test-Data: Prec: 0.188, Rec: 0.166, F1: 0.1763

Scores from epoch with best dev-scores:
  Dev-Score: 0.6018
  Test-Score 0.2104

10.41 sec for evaluation

--------- Epoch 27 -----------
531.37 sec for training (14549.66 total)
-- cmv_modes1 --
{'C': {'precision': 0.3076923076923077, 'recall': 0.23529411764705882, 'f1-score': 0.26666666666666666, 'support': 17}, 'P': {'precision': 0.6, 'recall': 0.7714285714285715, 'f1-score': 0.675, 'support': 35}, 'micro avg': {'precision': 0.5344827586206896, 'recall': 0.5961538461538461, 'f1-score': 0.5636363636363636, 'support': 52}, 'macro avg': {'precision': 0.45384615384615384, 'recall': 0.5033613445378151, 'f1-score': 0.4708333333333333, 'support': 52}, 'weighted avg': {'precision': 0.5044378698224852, 'recall': 0.5961538461538461, 'f1-score': 0.5415064102564102, 'support': 52}}
Token level accuracy: 0.7936241610738255
{'C': {'precision': 0.3076923076923077, 'recall': 0.23529411764705882, 'f1-score': 0.26666666666666666, 'support': 17}, 'P': {'precision': 0.6, 'recall': 0.7714285714285715, 'f1-score': 0.675, 'support': 35}, 'micro avg': {'precision': 0.5344827586206896, 'recall': 0.5961538461538461, 'f1-score': 0.5636363636363636, 'support': 52}, 'macro avg': {'precision': 0.45384615384615384, 'recall': 0.5033613445378151, 'f1-score': 0.4708333333333333, 'support': 52}, 'weighted avg': {'precision': 0.5044378698224852, 'recall': 0.5961538461538461, 'f1-score': 0.5415064102564102, 'support': 52}}
Token level accuracy: 0.7936241610738255
Dev-Data: Prec: 0.534, Rec: 0.596, F1: 0.5636
{'C': {'precision': 0.20857988165680474, 'recall': 0.16262975778546712, 'f1-score': 0.18276085547634477, 'support': 867}, 'P': {'precision': 0.23415977961432508, 'recall': 0.2398871119473189, 'f1-score': 0.23698884758364314, 'support': 1063}, 'micro avg': {'precision': 0.22436260623229462, 'recall': 0.20518134715025907, 'f1-score': 0.21434370771312586, 'support': 1930}, 'macro avg': {'precision': 0.22136983063556492, 'recall': 0.201258434866393, 'f1-score': 0.20987485152999397, 'support': 1930}, 'weighted avg': {'precision': 0.22266870628314883, 'recall': 0.20518134715025907, 'f1-score': 0.21262839724321428, 'support': 1930}}
Token level accuracy: 0.5415649176089142
Wrong BIO-Encoding 1146/2867 labels, 39.97%
{'C': {'precision': 0.20857988165680474, 'recall': 0.16262975778546712, 'f1-score': 0.18276085547634477, 'support': 867}, 'P': {'precision': 0.23415977961432508, 'recall': 0.2398871119473189, 'f1-score': 0.23698884758364314, 'support': 1063}, 'micro avg': {'precision': 0.22436260623229462, 'recall': 0.20518134715025907, 'f1-score': 0.21434370771312586, 'support': 1930}, 'macro avg': {'precision': 0.22136983063556492, 'recall': 0.201258434866393, 'f1-score': 0.20987485152999397, 'support': 1930}, 'weighted avg': {'precision': 0.22266870628314883, 'recall': 0.20518134715025907, 'f1-score': 0.21262839724321428, 'support': 1930}}
Token level accuracy: 0.5415649176089142
Wrong BIO-Encoding 44/1765 labels, 2.49%
Test-Data: Prec: 0.230, Rec: 0.205, F1: 0.2169

Scores from epoch with best dev-scores:
  Dev-Score: 0.6018
  Test-Score 0.2104

10.78 sec for evaluation

--------- Epoch 28 -----------
538.64 sec for training (15088.30 total)
-- cmv_modes1 --
{'C': {'precision': 0.5384615384615384, 'recall': 0.4117647058823529, 'f1-score': 0.4666666666666667, 'support': 17}, 'P': {'precision': 0.6739130434782609, 'recall': 0.8857142857142857, 'f1-score': 0.7654320987654321, 'support': 35}, 'micro avg': {'precision': 0.6440677966101694, 'recall': 0.7307692307692307, 'f1-score': 0.6846846846846847, 'support': 52}, 'macro avg': {'precision': 0.6061872909698997, 'recall': 0.6487394957983192, 'f1-score': 0.6160493827160494, 'support': 52}, 'weighted avg': {'precision': 0.6296308206843324, 'recall': 0.7307692307692307, 'f1-score': 0.6677587844254511, 'support': 52}}
Token level accuracy: 0.839765100671141
{'C': {'precision': 0.5384615384615384, 'recall': 0.4117647058823529, 'f1-score': 0.4666666666666667, 'support': 17}, 'P': {'precision': 0.6739130434782609, 'recall': 0.8857142857142857, 'f1-score': 0.7654320987654321, 'support': 35}, 'micro avg': {'precision': 0.6440677966101694, 'recall': 0.7307692307692307, 'f1-score': 0.6846846846846847, 'support': 52}, 'macro avg': {'precision': 0.6061872909698997, 'recall': 0.6487394957983192, 'f1-score': 0.6160493827160494, 'support': 52}, 'weighted avg': {'precision': 0.6296308206843324, 'recall': 0.7307692307692307, 'f1-score': 0.6677587844254511, 'support': 52}}
Token level accuracy: 0.839765100671141
Dev-Data: Prec: 0.644, Rec: 0.731, F1: 0.6847
{'C': {'precision': 0.19718309859154928, 'recall': 0.1453287197231834, 'f1-score': 0.16733067729083667, 'support': 867}, 'P': {'precision': 0.251227495908347, 'recall': 0.2888052681091251, 'f1-score': 0.2687089715536105, 'support': 1063}, 'micro avg': {'precision': 0.23267060720042987, 'recall': 0.22435233160621762, 'f1-score': 0.22843576892640466, 'support': 1930}, 'macro avg': {'precision': 0.22420529724994814, 'recall': 0.21706699391615425, 'f1-score': 0.2180198244222236, 'support': 1930}, 'weighted avg': {'precision': 0.22694952053339176, 'recall': 0.22435233160621762, 'f1-score': 0.22316753055577376, 'support': 1930}}
Token level accuracy: 0.5563604276538548
Wrong BIO-Encoding 481/2317 labels, 20.76%
{'C': {'precision': 0.19718309859154928, 'recall': 0.1453287197231834, 'f1-score': 0.16733067729083667, 'support': 867}, 'P': {'precision': 0.251227495908347, 'recall': 0.2888052681091251, 'f1-score': 0.2687089715536105, 'support': 1063}, 'micro avg': {'precision': 0.23267060720042987, 'recall': 0.22435233160621762, 'f1-score': 0.22843576892640466, 'support': 1930}, 'macro avg': {'precision': 0.22420529724994814, 'recall': 0.21706699391615425, 'f1-score': 0.2180198244222236, 'support': 1930}, 'weighted avg': {'precision': 0.22694952053339176, 'recall': 0.22435233160621762, 'f1-score': 0.22316753055577376, 'support': 1930}}
Token level accuracy: 0.5563604276538548
Wrong BIO-Encoding 25/1861 labels, 1.34%
Test-Data: Prec: 0.236, Rec: 0.224, F1: 0.2300

Scores from epoch with best dev-scores:
  Dev-Score: 0.6847
  Test-Score 0.2300

11.29 sec for evaluation

--------- Epoch 29 -----------
531.24 sec for training (15619.54 total)
-- cmv_modes1 --
{'C': {'precision': 0.4117647058823529, 'recall': 0.4117647058823529, 'f1-score': 0.4117647058823529, 'support': 17}, 'P': {'precision': 0.6, 'recall': 0.7714285714285715, 'f1-score': 0.675, 'support': 35}, 'micro avg': {'precision': 0.5483870967741935, 'recall': 0.6538461538461539, 'f1-score': 0.5964912280701755, 'support': 52}, 'macro avg': {'precision': 0.5058823529411764, 'recall': 0.5915966386554622, 'f1-score': 0.5433823529411765, 'support': 52}, 'weighted avg': {'precision': 0.5384615384615384, 'recall': 0.6538461538461539, 'f1-score': 0.5889423076923077, 'support': 52}}
Token level accuracy: 0.8489932885906041
{'C': {'precision': 0.4117647058823529, 'recall': 0.4117647058823529, 'f1-score': 0.4117647058823529, 'support': 17}, 'P': {'precision': 0.6, 'recall': 0.7714285714285715, 'f1-score': 0.675, 'support': 35}, 'micro avg': {'precision': 0.5483870967741935, 'recall': 0.6538461538461539, 'f1-score': 0.5964912280701755, 'support': 52}, 'macro avg': {'precision': 0.5058823529411764, 'recall': 0.5915966386554622, 'f1-score': 0.5433823529411765, 'support': 52}, 'weighted avg': {'precision': 0.5384615384615384, 'recall': 0.6538461538461539, 'f1-score': 0.5889423076923077, 'support': 52}}
Token level accuracy: 0.8489932885906041
Dev-Data: Prec: 0.548, Rec: 0.654, F1: 0.5965
{'C': {'precision': 0.15384615384615385, 'recall': 0.1776239907727797, 'f1-score': 0.16488222698072807, 'support': 867}, 'P': {'precision': 0.2594594594594595, 'recall': 0.2257761053621825, 'f1-score': 0.24144869215291753, 'support': 1063}, 'micro avg': {'precision': 0.20456905503634476, 'recall': 0.20414507772020726, 'f1-score': 0.20435684647302907, 'support': 1930}, 'macro avg': {'precision': 0.20665280665280666, 'recall': 0.2017000480674811, 'f1-score': 0.2031654595668228, 'support': 1930}, 'weighted avg': {'precision': 0.21201555481348225, 'recall': 0.20414507772020726, 'f1-score': 0.20705329044085108, 'support': 1930}}
Token level accuracy: 0.5302989883236543
Wrong BIO-Encoding 415/2313 labels, 17.94%
{'C': {'precision': 0.15384615384615385, 'recall': 0.1776239907727797, 'f1-score': 0.16488222698072807, 'support': 867}, 'P': {'precision': 0.2594594594594595, 'recall': 0.2257761053621825, 'f1-score': 0.24144869215291753, 'support': 1063}, 'micro avg': {'precision': 0.20456905503634476, 'recall': 0.20414507772020726, 'f1-score': 0.20435684647302907, 'support': 1930}, 'macro avg': {'precision': 0.20665280665280666, 'recall': 0.2017000480674811, 'f1-score': 0.2031654595668228, 'support': 1930}, 'weighted avg': {'precision': 0.21201555481348225, 'recall': 0.20414507772020726, 'f1-score': 0.20705329044085108, 'support': 1930}}
Token level accuracy: 0.5302989883236543
Wrong BIO-Encoding 28/1926 labels, 1.45%
Test-Data: Prec: 0.208, Rec: 0.204, F1: 0.2059

Scores from epoch with best dev-scores:
  Dev-Score: 0.6847
  Test-Score 0.2300

10.42 sec for evaluation

--------- Epoch 30 -----------
538.28 sec for training (16157.82 total)
-- cmv_modes1 --
{'C': {'precision': 0.42857142857142855, 'recall': 0.5294117647058824, 'f1-score': 0.4736842105263158, 'support': 17}, 'P': {'precision': 0.5555555555555556, 'recall': 0.7142857142857143, 'f1-score': 0.6250000000000001, 'support': 35}, 'micro avg': {'precision': 0.5151515151515151, 'recall': 0.6538461538461539, 'f1-score': 0.576271186440678, 'support': 52}, 'macro avg': {'precision': 0.4920634920634921, 'recall': 0.6218487394957983, 'f1-score': 0.549342105263158, 'support': 52}, 'weighted avg': {'precision': 0.5140415140415141, 'recall': 0.6538461538461539, 'f1-score': 0.5755313765182186, 'support': 52}}
Token level accuracy: 0.8649328859060402
{'C': {'precision': 0.42857142857142855, 'recall': 0.5294117647058824, 'f1-score': 0.4736842105263158, 'support': 17}, 'P': {'precision': 0.5555555555555556, 'recall': 0.7142857142857143, 'f1-score': 0.6250000000000001, 'support': 35}, 'micro avg': {'precision': 0.5151515151515151, 'recall': 0.6538461538461539, 'f1-score': 0.576271186440678, 'support': 52}, 'macro avg': {'precision': 0.4920634920634921, 'recall': 0.6218487394957983, 'f1-score': 0.549342105263158, 'support': 52}, 'weighted avg': {'precision': 0.5140415140415141, 'recall': 0.6538461538461539, 'f1-score': 0.5755313765182186, 'support': 52}}
Token level accuracy: 0.8649328859060402
Dev-Data: Prec: 0.515, Rec: 0.654, F1: 0.5763
{'C': {'precision': 0.13344887348353554, 'recall': 0.1776239907727797, 'f1-score': 0.15239980207817913, 'support': 867}, 'P': {'precision': 0.2200873362445415, 'recall': 0.23706491063029161, 'f1-score': 0.22826086956521738, 'support': 1063}, 'micro avg': {'precision': 0.17659852109612875, 'recall': 0.21036269430051813, 'f1-score': 0.1920075668006621, 'support': 1930}, 'macro avg': {'precision': 0.17676810486403852, 'recall': 0.20734445070153568, 'f1-score': 0.19033033582169825, 'support': 1930}, 'weighted avg': {'precision': 0.18116736359490823, 'recall': 0.21036269430051813, 'f1-score': 0.19418234857492608, 'support': 1930}}
Token level accuracy: 0.5239170138105108
Wrong BIO-Encoding 303/2583 labels, 11.73%
{'C': {'precision': 0.13344887348353554, 'recall': 0.1776239907727797, 'f1-score': 0.15239980207817913, 'support': 867}, 'P': {'precision': 0.2200873362445415, 'recall': 0.23706491063029161, 'f1-score': 0.22826086956521738, 'support': 1063}, 'micro avg': {'precision': 0.17659852109612875, 'recall': 0.21036269430051813, 'f1-score': 0.1920075668006621, 'support': 1930}, 'macro avg': {'precision': 0.17676810486403852, 'recall': 0.20734445070153568, 'f1-score': 0.19033033582169825, 'support': 1930}, 'weighted avg': {'precision': 0.18116736359490823, 'recall': 0.21036269430051813, 'f1-score': 0.19418234857492608, 'support': 1930}}
Token level accuracy: 0.5239170138105108
Wrong BIO-Encoding 19/2299 labels, 0.83%
Test-Data: Prec: 0.178, Rec: 0.210, F1: 0.1929

Scores from epoch with best dev-scores:
  Dev-Score: 0.6847
  Test-Score 0.2300

10.91 sec for evaluation

--------- Epoch 31 -----------
529.33 sec for training (16687.15 total)
-- cmv_modes1 --
{'C': {'precision': 0.4444444444444444, 'recall': 0.47058823529411764, 'f1-score': 0.45714285714285713, 'support': 17}, 'P': {'precision': 0.5777777777777777, 'recall': 0.7428571428571429, 'f1-score': 0.65, 'support': 35}, 'micro avg': {'precision': 0.5396825396825397, 'recall': 0.6538461538461539, 'f1-score': 0.5913043478260869, 'support': 52}, 'macro avg': {'precision': 0.5111111111111111, 'recall': 0.6067226890756303, 'f1-score': 0.5535714285714286, 'support': 52}, 'weighted avg': {'precision': 0.5341880341880342, 'recall': 0.6538461538461539, 'f1-score': 0.5869505494505495, 'support': 52}}
Token level accuracy: 0.8498322147651006
{'C': {'precision': 0.4444444444444444, 'recall': 0.47058823529411764, 'f1-score': 0.45714285714285713, 'support': 17}, 'P': {'precision': 0.5777777777777777, 'recall': 0.7428571428571429, 'f1-score': 0.65, 'support': 35}, 'micro avg': {'precision': 0.5396825396825397, 'recall': 0.6538461538461539, 'f1-score': 0.5913043478260869, 'support': 52}, 'macro avg': {'precision': 0.5111111111111111, 'recall': 0.6067226890756303, 'f1-score': 0.5535714285714286, 'support': 52}, 'weighted avg': {'precision': 0.5341880341880342, 'recall': 0.6538461538461539, 'f1-score': 0.5869505494505495, 'support': 52}}
Token level accuracy: 0.8498322147651006
Dev-Data: Prec: 0.540, Rec: 0.654, F1: 0.5913
{'C': {'precision': 0.1652490886998785, 'recall': 0.1568627450980392, 'f1-score': 0.16094674556213018, 'support': 867}, 'P': {'precision': 0.22936576889661164, 'recall': 0.24835371589840075, 'f1-score': 0.23848238482384826, 'support': 1063}, 'micro avg': {'precision': 0.20263424518743667, 'recall': 0.20725388601036268, 'f1-score': 0.20491803278688525, 'support': 1930}, 'macro avg': {'precision': 0.1973074287982451, 'recall': 0.20260823049821997, 'f1-score': 0.19971456519298922, 'support': 1930}, 'weighted avg': {'precision': 0.20056309442481496, 'recall': 0.20725388601036268, 'f1-score': 0.20365160801560495, 'support': 1930}}
Token level accuracy: 0.5401489811413679
Wrong BIO-Encoding 213/2169 labels, 9.82%
{'C': {'precision': 0.1652490886998785, 'recall': 0.1568627450980392, 'f1-score': 0.16094674556213018, 'support': 867}, 'P': {'precision': 0.22936576889661164, 'recall': 0.24835371589840075, 'f1-score': 0.23848238482384826, 'support': 1063}, 'micro avg': {'precision': 0.20263424518743667, 'recall': 0.20725388601036268, 'f1-score': 0.20491803278688525, 'support': 1930}, 'macro avg': {'precision': 0.1973074287982451, 'recall': 0.20260823049821997, 'f1-score': 0.19971456519298922, 'support': 1930}, 'weighted avg': {'precision': 0.20056309442481496, 'recall': 0.20725388601036268, 'f1-score': 0.20365160801560495, 'support': 1930}}
Token level accuracy: 0.5401489811413679
Wrong BIO-Encoding 18/1974 labels, 0.91%
Test-Data: Prec: 0.204, Rec: 0.207, F1: 0.2059

Scores from epoch with best dev-scores:
  Dev-Score: 0.6847
  Test-Score 0.2300

10.88 sec for evaluation

--------- Epoch 32 -----------
533.67 sec for training (17220.83 total)
-- cmv_modes1 --
{'C': {'precision': 0.36363636363636365, 'recall': 0.47058823529411764, 'f1-score': 0.41025641025641024, 'support': 17}, 'P': {'precision': 0.5227272727272727, 'recall': 0.6571428571428571, 'f1-score': 0.5822784810126581, 'support': 35}, 'micro avg': {'precision': 0.4696969696969697, 'recall': 0.5961538461538461, 'f1-score': 0.5254237288135593, 'support': 52}, 'macro avg': {'precision': 0.4431818181818182, 'recall': 0.5638655462184874, 'f1-score': 0.4962674456345342, 'support': 52}, 'weighted avg': {'precision': 0.47071678321678323, 'recall': 0.5961538461538461, 'f1-score': 0.5260404963423463, 'support': 52}}
Token level accuracy: 0.8481543624161074
{'C': {'precision': 0.36363636363636365, 'recall': 0.47058823529411764, 'f1-score': 0.41025641025641024, 'support': 17}, 'P': {'precision': 0.5227272727272727, 'recall': 0.6571428571428571, 'f1-score': 0.5822784810126581, 'support': 35}, 'micro avg': {'precision': 0.4696969696969697, 'recall': 0.5961538461538461, 'f1-score': 0.5254237288135593, 'support': 52}, 'macro avg': {'precision': 0.4431818181818182, 'recall': 0.5638655462184874, 'f1-score': 0.4962674456345342, 'support': 52}, 'weighted avg': {'precision': 0.47071678321678323, 'recall': 0.5961538461538461, 'f1-score': 0.5260404963423463, 'support': 52}}
Token level accuracy: 0.8481543624161074
Dev-Data: Prec: 0.470, Rec: 0.596, F1: 0.5254
{'C': {'precision': 0.17037037037037037, 'recall': 0.18569780853517878, 'f1-score': 0.17770419426048564, 'support': 867}, 'P': {'precision': 0.20993227990970656, 'recall': 0.17497648165569143, 'f1-score': 0.19086711133914827, 'support': 1063}, 'micro avg': {'precision': 0.18951392681594756, 'recall': 0.17979274611398963, 'f1-score': 0.18452539218293004, 'support': 1930}, 'macro avg': {'precision': 0.19015132514003846, 'recall': 0.1803371450954351, 'f1-score': 0.18428565279981696, 'support': 1930}, 'weighted avg': {'precision': 0.19216016821509285, 'recall': 0.17979274611398963, 'f1-score': 0.1849540289001843, 'support': 1930}}
Token level accuracy: 0.5288214894009973
Wrong BIO-Encoding 324/2131 labels, 15.20%
{'C': {'precision': 0.17037037037037037, 'recall': 0.18569780853517878, 'f1-score': 0.17770419426048564, 'support': 867}, 'P': {'precision': 0.20993227990970656, 'recall': 0.17497648165569143, 'f1-score': 0.19086711133914827, 'support': 1063}, 'micro avg': {'precision': 0.18951392681594756, 'recall': 0.17979274611398963, 'f1-score': 0.18452539218293004, 'support': 1930}, 'macro avg': {'precision': 0.19015132514003846, 'recall': 0.1803371450954351, 'f1-score': 0.18428565279981696, 'support': 1930}, 'weighted avg': {'precision': 0.19216016821509285, 'recall': 0.17979274611398963, 'f1-score': 0.1849540289001843, 'support': 1930}}
Token level accuracy: 0.5288214894009973
Wrong BIO-Encoding 24/1831 labels, 1.31%
Test-Data: Prec: 0.192, Rec: 0.180, F1: 0.1857

Scores from epoch with best dev-scores:
  Dev-Score: 0.6847
  Test-Score 0.2300

10.90 sec for evaluation

--------- Epoch 33 -----------
530.86 sec for training (17751.68 total)
-- cmv_modes1 --
{'C': {'precision': 0.4117647058823529, 'recall': 0.4117647058823529, 'f1-score': 0.4117647058823529, 'support': 17}, 'P': {'precision': 0.5777777777777777, 'recall': 0.7428571428571429, 'f1-score': 0.65, 'support': 35}, 'micro avg': {'precision': 0.532258064516129, 'recall': 0.6346153846153846, 'f1-score': 0.5789473684210527, 'support': 52}, 'macro avg': {'precision': 0.4947712418300653, 'recall': 0.5773109243697478, 'f1-score': 0.5308823529411765, 'support': 52}, 'weighted avg': {'precision': 0.5235042735042735, 'recall': 0.6346153846153846, 'f1-score': 0.5721153846153846, 'support': 52}}
Token level accuracy: 0.8498322147651006
{'C': {'precision': 0.4117647058823529, 'recall': 0.4117647058823529, 'f1-score': 0.4117647058823529, 'support': 17}, 'P': {'precision': 0.5777777777777777, 'recall': 0.7428571428571429, 'f1-score': 0.65, 'support': 35}, 'micro avg': {'precision': 0.532258064516129, 'recall': 0.6346153846153846, 'f1-score': 0.5789473684210527, 'support': 52}, 'macro avg': {'precision': 0.4947712418300653, 'recall': 0.5773109243697478, 'f1-score': 0.5308823529411765, 'support': 52}, 'weighted avg': {'precision': 0.5235042735042735, 'recall': 0.6346153846153846, 'f1-score': 0.5721153846153846, 'support': 52}}
Token level accuracy: 0.8498322147651006
Dev-Data: Prec: 0.532, Rec: 0.635, F1: 0.5789
{'C': {'precision': 0.16648648648648648, 'recall': 0.1776239907727797, 'f1-score': 0.171875, 'support': 867}, 'P': {'precision': 0.22551020408163266, 'recall': 0.2079021636876764, 'f1-score': 0.2163485070974058, 'support': 1063}, 'micro avg': {'precision': 0.1968503937007874, 'recall': 0.19430051813471502, 'f1-score': 0.19556714471968709, 'support': 1930}, 'macro avg': {'precision': 0.19599834528405957, 'recall': 0.19276307723022806, 'f1-score': 0.19411175354870291, 'support': 1930}, 'weighted avg': {'precision': 0.1989954045194608, 'recall': 0.19430051813471502, 'f1-score': 0.19636999380546236, 'support': 1930}}
Token level accuracy: 0.5395333565902608
Wrong BIO-Encoding 131/2026 labels, 6.47%
{'C': {'precision': 0.16648648648648648, 'recall': 0.1776239907727797, 'f1-score': 0.171875, 'support': 867}, 'P': {'precision': 0.22551020408163266, 'recall': 0.2079021636876764, 'f1-score': 0.2163485070974058, 'support': 1063}, 'micro avg': {'precision': 0.1968503937007874, 'recall': 0.19430051813471502, 'f1-score': 0.19556714471968709, 'support': 1930}, 'macro avg': {'precision': 0.19599834528405957, 'recall': 0.19276307723022806, 'f1-score': 0.19411175354870291, 'support': 1930}, 'weighted avg': {'precision': 0.1989954045194608, 'recall': 0.19430051813471502, 'f1-score': 0.19636999380546236, 'support': 1930}}
Token level accuracy: 0.5395333565902608
Wrong BIO-Encoding 10/1905 labels, 0.52%
Test-Data: Prec: 0.198, Rec: 0.194, F1: 0.1961

Scores from epoch with best dev-scores:
  Dev-Score: 0.6847
  Test-Score 0.2300

11.06 sec for evaluation

--------- Epoch 34 -----------
546.35 sec for training (18298.04 total)
-- cmv_modes1 --
{'C': {'precision': 0.26666666666666666, 'recall': 0.23529411764705882, 'f1-score': 0.25, 'support': 17}, 'P': {'precision': 0.41304347826086957, 'recall': 0.5428571428571428, 'f1-score': 0.46913580246913583, 'support': 35}, 'micro avg': {'precision': 0.3770491803278688, 'recall': 0.4423076923076923, 'f1-score': 0.4070796460176991, 'support': 52}, 'macro avg': {'precision': 0.3398550724637681, 'recall': 0.3890756302521008, 'f1-score': 0.35956790123456794, 'support': 52}, 'weighted avg': {'precision': 0.36518952062430327, 'recall': 0.4423076923076923, 'f1-score': 0.39749525166191835, 'support': 52}}
Token level accuracy: 0.8137583892617449
{'C': {'precision': 0.26666666666666666, 'recall': 0.23529411764705882, 'f1-score': 0.25, 'support': 17}, 'P': {'precision': 0.41304347826086957, 'recall': 0.5428571428571428, 'f1-score': 0.46913580246913583, 'support': 35}, 'micro avg': {'precision': 0.3770491803278688, 'recall': 0.4423076923076923, 'f1-score': 0.4070796460176991, 'support': 52}, 'macro avg': {'precision': 0.3398550724637681, 'recall': 0.3890756302521008, 'f1-score': 0.35956790123456794, 'support': 52}, 'weighted avg': {'precision': 0.36518952062430327, 'recall': 0.4423076923076923, 'f1-score': 0.39749525166191835, 'support': 52}}
Token level accuracy: 0.8137583892617449
Dev-Data: Prec: 0.377, Rec: 0.442, F1: 0.4071
{'C': {'precision': 0.1720554272517321, 'recall': 0.17185697808535177, 'f1-score': 0.1719561454125793, 'support': 867}, 'P': {'precision': 0.20040281973816718, 'recall': 0.187206020696143, 'f1-score': 0.193579766536965, 'support': 1063}, 'micro avg': {'precision': 0.18719741796664874, 'recall': 0.18031088082901556, 'f1-score': 0.18368962787015047, 'support': 1930}, 'macro avg': {'precision': 0.18622912349494963, 'recall': 0.1795314993907474, 'f1-score': 0.18276795597477213, 'support': 1930}, 'weighted avg': {'precision': 0.18766852477146292, 'recall': 0.18031088082901556, 'f1-score': 0.18386594295414507, 'support': 1930}}
Token level accuracy: 0.5441505407235641
Wrong BIO-Encoding 321/2158 labels, 14.87%
{'C': {'precision': 0.1720554272517321, 'recall': 0.17185697808535177, 'f1-score': 0.1719561454125793, 'support': 867}, 'P': {'precision': 0.20040281973816718, 'recall': 0.187206020696143, 'f1-score': 0.193579766536965, 'support': 1063}, 'micro avg': {'precision': 0.18719741796664874, 'recall': 0.18031088082901556, 'f1-score': 0.18368962787015047, 'support': 1930}, 'macro avg': {'precision': 0.18622912349494963, 'recall': 0.1795314993907474, 'f1-score': 0.18276795597477213, 'support': 1930}, 'weighted avg': {'precision': 0.18766852477146292, 'recall': 0.18031088082901556, 'f1-score': 0.18386594295414507, 'support': 1930}}
Token level accuracy: 0.5441505407235641
Wrong BIO-Encoding 22/1859 labels, 1.18%
Test-Data: Prec: 0.189, Rec: 0.180, F1: 0.1848

Scores from epoch with best dev-scores:
  Dev-Score: 0.6847
  Test-Score 0.2300

10.99 sec for evaluation

--------- Epoch 35 -----------
538.34 sec for training (18836.38 total)
-- cmv_modes1 --
{'C': {'precision': 0.391304347826087, 'recall': 0.5294117647058824, 'f1-score': 0.45, 'support': 17}, 'P': {'precision': 0.5853658536585366, 'recall': 0.6857142857142857, 'f1-score': 0.6315789473684211, 'support': 35}, 'micro avg': {'precision': 0.515625, 'recall': 0.6346153846153846, 'f1-score': 0.5689655172413792, 'support': 52}, 'macro avg': {'precision': 0.4883351007423118, 'recall': 0.6075630252100841, 'f1-score': 0.5407894736842106, 'support': 52}, 'weighted avg': {'precision': 0.5219226690594666, 'recall': 0.6346153846153846, 'f1-score': 0.5722165991902834, 'support': 52}}
Token level accuracy: 0.834731543624161
{'C': {'precision': 0.391304347826087, 'recall': 0.5294117647058824, 'f1-score': 0.45, 'support': 17}, 'P': {'precision': 0.5853658536585366, 'recall': 0.6857142857142857, 'f1-score': 0.6315789473684211, 'support': 35}, 'micro avg': {'precision': 0.515625, 'recall': 0.6346153846153846, 'f1-score': 0.5689655172413792, 'support': 52}, 'macro avg': {'precision': 0.4883351007423118, 'recall': 0.6075630252100841, 'f1-score': 0.5407894736842106, 'support': 52}, 'weighted avg': {'precision': 0.5219226690594666, 'recall': 0.6346153846153846, 'f1-score': 0.5722165991902834, 'support': 52}}
Token level accuracy: 0.834731543624161
Dev-Data: Prec: 0.516, Rec: 0.635, F1: 0.5690
{'C': {'precision': 0.1558641975308642, 'recall': 0.23298731257208766, 'f1-score': 0.1867776236708276, 'support': 867}, 'P': {'precision': 0.23798882681564246, 'recall': 0.20037629350893696, 'f1-score': 0.21756894790602654, 'support': 1063}, 'micro avg': {'precision': 0.1894112277498859, 'recall': 0.21502590673575128, 'f1-score': 0.20140742538218875, 'support': 1930}, 'macro avg': {'precision': 0.19692651217325333, 'recall': 0.21668180304051232, 'f1-score': 0.20217328578842708, 'support': 1930}, 'weighted avg': {'precision': 0.20109657106957884, 'recall': 0.21502590673575128, 'f1-score': 0.20373678308119883, 'support': 1930}}
Token level accuracy: 0.5223984732511132
Wrong BIO-Encoding 133/2314 labels, 5.75%
{'C': {'precision': 0.1558641975308642, 'recall': 0.23298731257208766, 'f1-score': 0.1867776236708276, 'support': 867}, 'P': {'precision': 0.23798882681564246, 'recall': 0.20037629350893696, 'f1-score': 0.21756894790602654, 'support': 1063}, 'micro avg': {'precision': 0.1894112277498859, 'recall': 0.21502590673575128, 'f1-score': 0.20140742538218875, 'support': 1930}, 'macro avg': {'precision': 0.19692651217325333, 'recall': 0.21668180304051232, 'f1-score': 0.20217328578842708, 'support': 1930}, 'weighted avg': {'precision': 0.20109657106957884, 'recall': 0.21502590673575128, 'f1-score': 0.20373678308119883, 'support': 1930}}
Token level accuracy: 0.5223984732511132
Wrong BIO-Encoding 10/2191 labels, 0.46%
Test-Data: Prec: 0.190, Rec: 0.215, F1: 0.2019

Scores from epoch with best dev-scores:
  Dev-Score: 0.6847
  Test-Score 0.2300

11.20 sec for evaluation

--------- Epoch 36 -----------
566.71 sec for training (19403.09 total)
-- cmv_modes1 --
{'C': {'precision': 0.55, 'recall': 0.6470588235294118, 'f1-score': 0.5945945945945946, 'support': 17}, 'P': {'precision': 0.5813953488372093, 'recall': 0.7142857142857143, 'f1-score': 0.6410256410256411, 'support': 35}, 'micro avg': {'precision': 0.5714285714285714, 'recall': 0.6923076923076923, 'f1-score': 0.6260869565217392, 'support': 52}, 'macro avg': {'precision': 0.5656976744186046, 'recall': 0.680672268907563, 'f1-score': 0.6178101178101179, 'support': 52}, 'weighted avg': {'precision': 0.5711314847942756, 'recall': 0.6923076923076923, 'f1-score': 0.625846260461645, 'support': 52}}
Token level accuracy: 0.8959731543624161
{'C': {'precision': 0.55, 'recall': 0.6470588235294118, 'f1-score': 0.5945945945945946, 'support': 17}, 'P': {'precision': 0.5813953488372093, 'recall': 0.7142857142857143, 'f1-score': 0.6410256410256411, 'support': 35}, 'micro avg': {'precision': 0.5714285714285714, 'recall': 0.6923076923076923, 'f1-score': 0.6260869565217392, 'support': 52}, 'macro avg': {'precision': 0.5656976744186046, 'recall': 0.680672268907563, 'f1-score': 0.6178101178101179, 'support': 52}, 'weighted avg': {'precision': 0.5711314847942756, 'recall': 0.6923076923076923, 'f1-score': 0.625846260461645, 'support': 52}}
Token level accuracy: 0.8959731543624161
Dev-Data: Prec: 0.571, Rec: 0.692, F1: 0.6261
{'C': {'precision': 0.13895781637717122, 'recall': 0.19377162629757785, 'f1-score': 0.16184971098265896, 'support': 867}, 'P': {'precision': 0.19609967497291442, 'recall': 0.1702728127939793, 'f1-score': 0.18227593152064453, 'support': 1063}, 'micro avg': {'precision': 0.16369606003752346, 'recall': 0.18082901554404146, 'f1-score': 0.17183653372722796, 'support': 1930}, 'macro avg': {'precision': 0.16752874567504283, 'recall': 0.18202221954577857, 'f1-score': 0.17206282125165173, 'support': 1930}, 'weighted avg': {'precision': 0.1704302493757593, 'recall': 0.18082901554404146, 'f1-score': 0.1731000075794873, 'support': 1930}}
Token level accuracy: 0.5205105579610515
Wrong BIO-Encoding 137/2258 labels, 6.07%
{'C': {'precision': 0.13895781637717122, 'recall': 0.19377162629757785, 'f1-score': 0.16184971098265896, 'support': 867}, 'P': {'precision': 0.19609967497291442, 'recall': 0.1702728127939793, 'f1-score': 0.18227593152064453, 'support': 1063}, 'micro avg': {'precision': 0.16369606003752346, 'recall': 0.18082901554404146, 'f1-score': 0.17183653372722796, 'support': 1930}, 'macro avg': {'precision': 0.16752874567504283, 'recall': 0.18202221954577857, 'f1-score': 0.17206282125165173, 'support': 1930}, 'weighted avg': {'precision': 0.1704302493757593, 'recall': 0.18082901554404146, 'f1-score': 0.1731000075794873, 'support': 1930}}
Token level accuracy: 0.5205105579610515
Wrong BIO-Encoding 11/2132 labels, 0.52%
Test-Data: Prec: 0.165, Rec: 0.181, F1: 0.1723

Scores from epoch with best dev-scores:
  Dev-Score: 0.6847
  Test-Score 0.2300

11.25 sec for evaluation

--------- Epoch 37 -----------
565.15 sec for training (19968.24 total)
-- cmv_modes1 --
{'C': {'precision': 0.5555555555555556, 'recall': 0.5882352941176471, 'f1-score': 0.5714285714285715, 'support': 17}, 'P': {'precision': 0.6444444444444445, 'recall': 0.8285714285714286, 'f1-score': 0.7250000000000001, 'support': 35}, 'micro avg': {'precision': 0.6190476190476191, 'recall': 0.75, 'f1-score': 0.6782608695652174, 'support': 52}, 'macro avg': {'precision': 0.6000000000000001, 'recall': 0.7084033613445379, 'f1-score': 0.6482142857142859, 'support': 52}, 'weighted avg': {'precision': 0.6153846153846154, 'recall': 0.75, 'f1-score': 0.6747939560439562, 'support': 52}}
Token level accuracy: 0.8691275167785235
{'C': {'precision': 0.5555555555555556, 'recall': 0.5882352941176471, 'f1-score': 0.5714285714285715, 'support': 17}, 'P': {'precision': 0.6444444444444445, 'recall': 0.8285714285714286, 'f1-score': 0.7250000000000001, 'support': 35}, 'micro avg': {'precision': 0.6190476190476191, 'recall': 0.75, 'f1-score': 0.6782608695652174, 'support': 52}, 'macro avg': {'precision': 0.6000000000000001, 'recall': 0.7084033613445379, 'f1-score': 0.6482142857142859, 'support': 52}, 'weighted avg': {'precision': 0.6153846153846154, 'recall': 0.75, 'f1-score': 0.6747939560439562, 'support': 52}}
Token level accuracy: 0.8691275167785235
Dev-Data: Prec: 0.619, Rec: 0.750, F1: 0.6783
{'C': {'precision': 0.18308351177730192, 'recall': 0.1972318339100346, 'f1-score': 0.18989450305385897, 'support': 867}, 'P': {'precision': 0.22900088417329797, 'recall': 0.2436500470366886, 'f1-score': 0.23609845031905197, 'support': 1063}, 'micro avg': {'precision': 0.20823244552058112, 'recall': 0.22279792746113988, 'f1-score': 0.21526908635794745, 'support': 1930}, 'macro avg': {'precision': 0.20604219797529993, 'recall': 0.2204409404733616, 'f1-score': 0.21299647668645547, 'support': 1930}, 'weighted avg': {'precision': 0.2083737536720915, 'recall': 0.22279792746113988, 'f1-score': 0.2153425838532891, 'support': 1930}}
Token level accuracy: 0.5308940920563912
Wrong BIO-Encoding 296/2342 labels, 12.64%
{'C': {'precision': 0.18308351177730192, 'recall': 0.1972318339100346, 'f1-score': 0.18989450305385897, 'support': 867}, 'P': {'precision': 0.22900088417329797, 'recall': 0.2436500470366886, 'f1-score': 0.23609845031905197, 'support': 1063}, 'micro avg': {'precision': 0.20823244552058112, 'recall': 0.22279792746113988, 'f1-score': 0.21526908635794745, 'support': 1930}, 'macro avg': {'precision': 0.20604219797529993, 'recall': 0.2204409404733616, 'f1-score': 0.21299647668645547, 'support': 1930}, 'weighted avg': {'precision': 0.2083737536720915, 'recall': 0.22279792746113988, 'f1-score': 0.2153425838532891, 'support': 1930}}
Token level accuracy: 0.5308940920563912
Wrong BIO-Encoding 19/2065 labels, 0.92%
Test-Data: Prec: 0.210, Rec: 0.223, F1: 0.2163

Scores from epoch with best dev-scores:
  Dev-Score: 0.6847
  Test-Score 0.2300

11.39 sec for evaluation

--------- Epoch 38 -----------
549.32 sec for training (20517.56 total)
-- cmv_modes1 --
{'C': {'precision': 0.5333333333333333, 'recall': 0.47058823529411764, 'f1-score': 0.5, 'support': 17}, 'P': {'precision': 0.6041666666666666, 'recall': 0.8285714285714286, 'f1-score': 0.6987951807228916, 'support': 35}, 'micro avg': {'precision': 0.5873015873015873, 'recall': 0.7115384615384616, 'f1-score': 0.6434782608695652, 'support': 52}, 'macro avg': {'precision': 0.56875, 'recall': 0.6495798319327731, 'f1-score': 0.5993975903614458, 'support': 52}, 'weighted avg': {'precision': 0.5810096153846154, 'recall': 0.7115384615384616, 'f1-score': 0.6338044485634847, 'support': 52}}
Token level accuracy: 0.837248322147651
{'C': {'precision': 0.5333333333333333, 'recall': 0.47058823529411764, 'f1-score': 0.5, 'support': 17}, 'P': {'precision': 0.6041666666666666, 'recall': 0.8285714285714286, 'f1-score': 0.6987951807228916, 'support': 35}, 'micro avg': {'precision': 0.5873015873015873, 'recall': 0.7115384615384616, 'f1-score': 0.6434782608695652, 'support': 52}, 'macro avg': {'precision': 0.56875, 'recall': 0.6495798319327731, 'f1-score': 0.5993975903614458, 'support': 52}, 'weighted avg': {'precision': 0.5810096153846154, 'recall': 0.7115384615384616, 'f1-score': 0.6338044485634847, 'support': 52}}
Token level accuracy: 0.837248322147651
Dev-Data: Prec: 0.587, Rec: 0.712, F1: 0.6435
{'C': {'precision': 0.16205910390848427, 'recall': 0.19607843137254902, 'f1-score': 0.17745302713987474, 'support': 867}, 'P': {'precision': 0.24375624375624375, 'recall': 0.2295390404515522, 'f1-score': 0.2364341085271318, 'support': 1063}, 'micro avg': {'precision': 0.20195121951219513, 'recall': 0.21450777202072538, 'f1-score': 0.2080402010050251, 'support': 1930}, 'macro avg': {'precision': 0.20290767383236402, 'recall': 0.21280873591205063, 'f1-score': 0.20694356783350326, 'support': 1930}, 'weighted avg': {'precision': 0.20705602601116216, 'recall': 0.21450777202072538, 'f1-score': 0.20993846212156086, 'support': 1930}}
Token level accuracy: 0.521516078061193
Wrong BIO-Encoding 234/2269 labels, 10.31%
{'C': {'precision': 0.16205910390848427, 'recall': 0.19607843137254902, 'f1-score': 0.17745302713987474, 'support': 867}, 'P': {'precision': 0.24375624375624375, 'recall': 0.2295390404515522, 'f1-score': 0.2364341085271318, 'support': 1063}, 'micro avg': {'precision': 0.20195121951219513, 'recall': 0.21450777202072538, 'f1-score': 0.2080402010050251, 'support': 1930}, 'macro avg': {'precision': 0.20290767383236402, 'recall': 0.21280873591205063, 'f1-score': 0.20694356783350326, 'support': 1930}, 'weighted avg': {'precision': 0.20705602601116216, 'recall': 0.21450777202072538, 'f1-score': 0.20993846212156086, 'support': 1930}}
Token level accuracy: 0.521516078061193
Wrong BIO-Encoding 15/2050 labels, 0.73%
Test-Data: Prec: 0.203, Rec: 0.215, F1: 0.2088

Scores from epoch with best dev-scores:
  Dev-Score: 0.6847
  Test-Score 0.2300

10.87 sec for evaluation

--------- Epoch 39 -----------
554.95 sec for training (21072.51 total)
-- cmv_modes1 --
{'C': {'precision': 0.46153846153846156, 'recall': 0.35294117647058826, 'f1-score': 0.4000000000000001, 'support': 17}, 'P': {'precision': 0.5238095238095238, 'recall': 0.6285714285714286, 'f1-score': 0.5714285714285715, 'support': 35}, 'micro avg': {'precision': 0.509090909090909, 'recall': 0.5384615384615384, 'f1-score': 0.5233644859813084, 'support': 52}, 'macro avg': {'precision': 0.4926739926739927, 'recall': 0.49075630252100844, 'f1-score': 0.48571428571428577, 'support': 52}, 'weighted avg': {'precision': 0.5034516765285997, 'recall': 0.5384615384615384, 'f1-score': 0.5153846153846154, 'support': 52}}
Token level accuracy: 0.8036912751677853
{'C': {'precision': 0.46153846153846156, 'recall': 0.35294117647058826, 'f1-score': 0.4000000000000001, 'support': 17}, 'P': {'precision': 0.5238095238095238, 'recall': 0.6285714285714286, 'f1-score': 0.5714285714285715, 'support': 35}, 'micro avg': {'precision': 0.509090909090909, 'recall': 0.5384615384615384, 'f1-score': 0.5233644859813084, 'support': 52}, 'macro avg': {'precision': 0.4926739926739927, 'recall': 0.49075630252100844, 'f1-score': 0.48571428571428577, 'support': 52}, 'weighted avg': {'precision': 0.5034516765285997, 'recall': 0.5384615384615384, 'f1-score': 0.5153846153846154, 'support': 52}}
Token level accuracy: 0.8036912751677853
Dev-Data: Prec: 0.509, Rec: 0.538, F1: 0.5234
{'C': {'precision': 0.16374269005847952, 'recall': 0.12918108419838523, 'f1-score': 0.14442295293359123, 'support': 867}, 'P': {'precision': 0.2072588347659981, 'recall': 0.2041392285983067, 'f1-score': 0.2056872037914692, 'support': 1063}, 'micro avg': {'precision': 0.1900635470826112, 'recall': 0.17046632124352332, 'f1-score': 0.1797323135755258, 'support': 1930}, 'macro avg': {'precision': 0.1855007624122388, 'recall': 0.16666015639834597, 'f1-score': 0.1750550783625302, 'support': 1930}, 'weighted avg': {'precision': 0.18771039048547034, 'recall': 0.17046632124352332, 'f1-score': 0.1781659056081634, 'support': 1930}}
Token level accuracy: 0.5180275389382528
Wrong BIO-Encoding 252/1963 labels, 12.84%
{'C': {'precision': 0.16374269005847952, 'recall': 0.12918108419838523, 'f1-score': 0.14442295293359123, 'support': 867}, 'P': {'precision': 0.2072588347659981, 'recall': 0.2041392285983067, 'f1-score': 0.2056872037914692, 'support': 1063}, 'micro avg': {'precision': 0.1900635470826112, 'recall': 0.17046632124352332, 'f1-score': 0.1797323135755258, 'support': 1930}, 'macro avg': {'precision': 0.1855007624122388, 'recall': 0.16666015639834597, 'f1-score': 0.1750550783625302, 'support': 1930}, 'weighted avg': {'precision': 0.18771039048547034, 'recall': 0.17046632124352332, 'f1-score': 0.1781659056081634, 'support': 1930}}
Token level accuracy: 0.5180275389382528
Wrong BIO-Encoding 20/1731 labels, 1.16%
Test-Data: Prec: 0.192, Rec: 0.170, F1: 0.1807

Scores from epoch with best dev-scores:
  Dev-Score: 0.6847
  Test-Score 0.2300

11.13 sec for evaluation

--------- Epoch 40 -----------
548.72 sec for training (21621.23 total)
-- cmv_modes1 --
{'C': {'precision': 0.5333333333333333, 'recall': 0.47058823529411764, 'f1-score': 0.5, 'support': 17}, 'P': {'precision': 0.5208333333333334, 'recall': 0.7142857142857143, 'f1-score': 0.6024096385542168, 'support': 35}, 'micro avg': {'precision': 0.5238095238095238, 'recall': 0.6346153846153846, 'f1-score': 0.5739130434782609, 'support': 52}, 'macro avg': {'precision': 0.5270833333333333, 'recall': 0.592436974789916, 'f1-score': 0.5512048192771084, 'support': 52}, 'weighted avg': {'precision': 0.5249198717948718, 'recall': 0.6346153846153846, 'f1-score': 0.5689295644114921, 'support': 52}}
Token level accuracy: 0.8590604026845637
{'C': {'precision': 0.5333333333333333, 'recall': 0.47058823529411764, 'f1-score': 0.5, 'support': 17}, 'P': {'precision': 0.5208333333333334, 'recall': 0.7142857142857143, 'f1-score': 0.6024096385542168, 'support': 35}, 'micro avg': {'precision': 0.5238095238095238, 'recall': 0.6346153846153846, 'f1-score': 0.5739130434782609, 'support': 52}, 'macro avg': {'precision': 0.5270833333333333, 'recall': 0.592436974789916, 'f1-score': 0.5512048192771084, 'support': 52}, 'weighted avg': {'precision': 0.5249198717948718, 'recall': 0.6346153846153846, 'f1-score': 0.5689295644114921, 'support': 52}}
Token level accuracy: 0.8590604026845637
Dev-Data: Prec: 0.524, Rec: 0.635, F1: 0.5739
{'C': {'precision': 0.17105263157894737, 'recall': 0.16493656286043828, 'f1-score': 0.1679389312977099, 'support': 867}, 'P': {'precision': 0.216696269982238, 'recall': 0.2295390404515522, 'f1-score': 0.22293284604842395, 'support': 1063}, 'micro avg': {'precision': 0.19724770642201836, 'recall': 0.20051813471502591, 'f1-score': 0.19886947584789313, 'support': 1930}, 'macro avg': {'precision': 0.19387445078059268, 'recall': 0.19723780165599525, 'f1-score': 0.19543588867306694, 'support': 1930}, 'weighted avg': {'precision': 0.19619210703112247, 'recall': 0.20051813471502591, 'f1-score': 0.1982283257951239, 'support': 1930}}
Token level accuracy: 0.5354291929162135
Wrong BIO-Encoding 341/2278 labels, 14.97%
{'C': {'precision': 0.17105263157894737, 'recall': 0.16493656286043828, 'f1-score': 0.1679389312977099, 'support': 867}, 'P': {'precision': 0.216696269982238, 'recall': 0.2295390404515522, 'f1-score': 0.22293284604842395, 'support': 1063}, 'micro avg': {'precision': 0.19724770642201836, 'recall': 0.20051813471502591, 'f1-score': 0.19886947584789313, 'support': 1930}, 'macro avg': {'precision': 0.19387445078059268, 'recall': 0.19723780165599525, 'f1-score': 0.19543588867306694, 'support': 1930}, 'weighted avg': {'precision': 0.19619210703112247, 'recall': 0.20051813471502591, 'f1-score': 0.1982283257951239, 'support': 1930}}
Token level accuracy: 0.5354291929162135
Wrong BIO-Encoding 25/1962 labels, 1.27%
Test-Data: Prec: 0.200, Rec: 0.201, F1: 0.2002

Scores from epoch with best dev-scores:
  Dev-Score: 0.6847
  Test-Score 0.2300

11.15 sec for evaluation
---------RUN 2 ------------
Read 402 sentences from: essays dataset
Read 194 sentences from: hotel dataset
Read 1927 sentences from: news dataset
Read 507 sentences from: var dataset
Read 340 sentences from: web dataset
Read 118 sentences from: wiki dataset
Generate new embeddings files for a dataset
Read file: komninos_english_embeddings.gz
Added words: 20
:: Transform cmv_modes1 dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.99%
:: Create Dev Matrix ::
Unknown-Tokens: 1.00%
:: Create Test Matrix ::
Unknown-Tokens: 0.84%
:: Transform essays dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.25%
:: Create Dev Matrix ::
Unknown-Tokens: 0.29%
:: Create Test Matrix ::
Unknown-Tokens: 0.33%
:: Transform var dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 1.46%
:: Create Dev Matrix ::
Unknown-Tokens: 3.70%
:: Create Test Matrix ::
Unknown-Tokens: 1.27%
:: Transform web dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.82%
:: Create Dev Matrix ::
Unknown-Tokens: 2.80%
:: Create Test Matrix ::
Unknown-Tokens: 0.75%
:: Transform wiki dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 1.14%
:: Create Dev Matrix ::
Unknown-Tokens: 0.68%
:: Create Test Matrix ::
Unknown-Tokens: 1.27%
:: Transform news dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 1.40%
:: Create Dev Matrix ::
Unknown-Tokens: 2.50%
:: Create Test Matrix ::
Unknown-Tokens: 1.45%
:: Transform hotel dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.84%
:: Create Dev Matrix ::
Unknown-Tokens: 1.33%
:: Create Test Matrix ::
Unknown-Tokens: 0.87%
DONE - Embeddings file saved: pkl/cmv_modes1_essays_hotel_news_var_web_wiki_komninos_english_embeddings.pkl
--- cmv_modes1 ---
205 train sentences
7 dev sentences
251 test sentences
--- essays ---
201 train sentences
1 dev sentences
201 test sentences
--- var ---
253 train sentences
1 dev sentences
254 test sentences
--- web ---
170 train sentences
1 dev sentences
170 test sentences
--- wiki ---
59 train sentences
1 dev sentences
59 test sentences
--- news ---
963 train sentences
1 dev sentences
964 test sentences
--- hotel ---
97 train sentences
1 dev sentences
97 test sentences
LSTM-Size: [100]
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66697800       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
cmv_modes1_hidden_lin_layer (TimeDistrib (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
cmv_modes1_crf (ChainCRF)                (None, None, 25)           675            cmv_modes1_hidden_lin_layer[0][0]         
=============================================================================================================================
Total params: 67,032,380
Trainable params: 334,580
Non-trainable params: 66,697,800
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66697800       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
essays_hidden_lin_layer (TimeDistributed (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
essays_crf (ChainCRF)                    (None, None, 25)           675            essays_hidden_lin_layer[0][0]             
=============================================================================================================================
Total params: 67,032,380
Trainable params: 334,580
Non-trainable params: 66,697,800
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66697800       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
var_hidden_lin_layer (TimeDistributed)   (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
var_crf (ChainCRF)                       (None, None, 25)           675            var_hidden_lin_layer[0][0]                
=============================================================================================================================
Total params: 67,032,380
Trainable params: 334,580
Non-trainable params: 66,697,800
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66697800       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
web_hidden_lin_layer (TimeDistributed)   (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
web_crf (ChainCRF)                       (None, None, 25)           675            web_hidden_lin_layer[0][0]                
=============================================================================================================================
Total params: 67,032,380
Trainable params: 334,580
Non-trainable params: 66,697,800
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66697800       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
wiki_hidden_lin_layer (TimeDistributed)  (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
wiki_crf (ChainCRF)                      (None, None, 25)           675            wiki_hidden_lin_layer[0][0]               
=============================================================================================================================
Total params: 67,032,380
Trainable params: 334,580
Non-trainable params: 66,697,800
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66697800       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
news_hidden_lin_layer (TimeDistributed)  (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
news_crf (ChainCRF)                      (None, None, 25)           675            news_hidden_lin_layer[0][0]               
=============================================================================================================================
Total params: 67,032,380
Trainable params: 334,580
Non-trainable params: 66,697,800
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66697800       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
hotel_hidden_lin_layer (TimeDistributed) (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
hotel_crf (ChainCRF)                     (None, None, 25)           675            hotel_hidden_lin_layer[0][0]              
=============================================================================================================================
Total params: 67,032,380
Trainable params: 334,580
Non-trainable params: 66,697,800
_____________________________________________________________________________________________________________________________

--------- Epoch 1 -----------
550.91 sec for training (550.91 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 18}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 13}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 31}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 31}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 31}}
Token level accuracy: 0.31716417910447764
Wrong BIO-Encoding 779/779 labels, 100.00%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 18}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 13}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 31}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 31}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 31}}
Token level accuracy: 0.31716417910447764
Wrong BIO-Encoding 206/206 labels, 100.00%
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.0018113417862616692, 'recall': 0.012512030798845043, 'f1-score': 0.0031645569620253164, 'support': 1039}, 'P': {'precision': 0.009950248756218905, 'recall': 0.05233033524121014, 'f1-score': 0.01672109732201176, 'support': 1223}, 'micro avg': {'precision': 0.005658020427658167, 'recall': 0.03404067197170645, 'f1-score': 0.009703232310503435, 'support': 2262}, 'macro avg': {'precision': 0.0058807952712402875, 'recall': 0.03242118302002759, 'f1-score': 0.009942827142018537, 'support': 2262}, 'weighted avg': {'precision': 0.006211820665243853, 'recall': 0.03404067197170645, 'f1-score': 0.010494198367977313, 'support': 2262}}
Token level accuracy: 0.41528995597034585
Wrong BIO-Encoding 51445/51445 labels, 100.00%
{'C': {'precision': 0.0018113417862616692, 'recall': 0.012512030798845043, 'f1-score': 0.0031645569620253164, 'support': 1039}, 'P': {'precision': 0.009950248756218905, 'recall': 0.05233033524121014, 'f1-score': 0.01672109732201176, 'support': 1223}, 'micro avg': {'precision': 0.005658020427658167, 'recall': 0.03404067197170645, 'f1-score': 0.009703232310503435, 'support': 2262}, 'macro avg': {'precision': 0.0058807952712402875, 'recall': 0.03242118302002759, 'f1-score': 0.009942827142018537, 'support': 2262}, 'weighted avg': {'precision': 0.006211820665243853, 'recall': 0.03404067197170645, 'f1-score': 0.010494198367977313, 'support': 2262}}
Token level accuracy: 0.41528995597034585
Wrong BIO-Encoding 13609/13609 labels, 100.00%
Test-Data: Prec: 0.006, Rec: 0.034, F1: 0.0097

Scores from epoch with best dev-scores:
  Dev-Score: 0.0000
  Test-Score 0.0000

12.88 sec for evaluation

--------- Epoch 2 -----------
513.21 sec for training (1064.13 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 18}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 13}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 31}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 31}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 31}}
Token level accuracy: 0.3208955223880597
Wrong BIO-Encoding 669/684 labels, 97.81%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 18}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 13}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 31}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 31}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 31}}
Token level accuracy: 0.3208955223880597
Wrong BIO-Encoding 35/50 labels, 70.00%
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.032563025210084036, 'recall': 0.029836381135707413, 'f1-score': 0.0311401305876444, 'support': 1039}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 1223}, 'micro avg': {'precision': 0.019100431300061615, 'recall': 0.013704686118479222, 'f1-score': 0.01595881595881596, 'support': 2262}, 'macro avg': {'precision': 0.016281512605042018, 'recall': 0.014918190567853706, 'f1-score': 0.0155700652938222, 'support': 2262}, 'weighted avg': {'precision': 0.014957110165020918, 'recall': 0.013704686118479222, 'f1-score': 0.01430353478362623, 'support': 2262}}
Token level accuracy: 0.44774771384488016
Wrong BIO-Encoding 47284/47838 labels, 98.84%
{'C': {'precision': 0.032563025210084036, 'recall': 0.029836381135707413, 'f1-score': 0.0311401305876444, 'support': 1039}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 1223}, 'micro avg': {'precision': 0.019100431300061615, 'recall': 0.013704686118479222, 'f1-score': 0.01595881595881596, 'support': 2262}, 'macro avg': {'precision': 0.016281512605042018, 'recall': 0.014918190567853706, 'f1-score': 0.0155700652938222, 'support': 2262}, 'weighted avg': {'precision': 0.014957110165020918, 'recall': 0.013704686118479222, 'f1-score': 0.01430353478362623, 'support': 2262}}
Token level accuracy: 0.44774771384488016
Wrong BIO-Encoding 1069/1623 labels, 65.87%
Test-Data: Prec: 0.019, Rec: 0.014, F1: 0.0160

Scores from epoch with best dev-scores:
  Dev-Score: 0.0000
  Test-Score 0.0000

11.58 sec for evaluation

--------- Epoch 3 -----------
505.71 sec for training (1569.84 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 18}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 13}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 31}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 31}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 31}}
Token level accuracy: 0.4253731343283582
Wrong BIO-Encoding 425/436 labels, 97.48%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 18}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 13}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 31}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 31}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 31}}
Token level accuracy: 0.4253731343283582
Wrong BIO-Encoding 39/50 labels, 78.00%
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.009734181954324224, 'recall': 0.025024061597690085, 'f1-score': 0.014016172506738544, 'support': 1039}, 'P': {'precision': 0.009074410163339383, 'recall': 0.004088307440719542, 'f1-score': 0.005636978579481398, 'support': 1223}, 'micro avg': {'precision': 0.009621353196772191, 'recall': 0.013704686118479222, 'f1-score': 0.011305616338439095, 'support': 2262}, 'macro avg': {'precision': 0.009404296058831804, 'recall': 0.014556184519204814, 'f1-score': 0.00982657554310997, 'support': 2262}, 'weighted avg': {'precision': 0.009377461839216152, 'recall': 0.013704686118479222, 'f1-score': 0.009485777204777673, 'support': 2262}}
Token level accuracy: 0.4175290708614007
Wrong BIO-Encoding 24779/25289 labels, 97.98%
{'C': {'precision': 0.009734181954324224, 'recall': 0.025024061597690085, 'f1-score': 0.014016172506738544, 'support': 1039}, 'P': {'precision': 0.009074410163339383, 'recall': 0.004088307440719542, 'f1-score': 0.005636978579481398, 'support': 1223}, 'micro avg': {'precision': 0.009621353196772191, 'recall': 0.013704686118479222, 'f1-score': 0.011305616338439095, 'support': 2262}, 'macro avg': {'precision': 0.009404296058831804, 'recall': 0.014556184519204814, 'f1-score': 0.00982657554310997, 'support': 2262}, 'weighted avg': {'precision': 0.009377461839216152, 'recall': 0.013704686118479222, 'f1-score': 0.009485777204777673, 'support': 2262}}
Token level accuracy: 0.4175290708614007
Wrong BIO-Encoding 2712/3222 labels, 84.17%
Test-Data: Prec: 0.051, Rec: 0.011, F1: 0.0188

Scores from epoch with best dev-scores:
  Dev-Score: 0.0000
  Test-Score 0.0000

11.52 sec for evaluation

--------- Epoch 4 -----------
510.84 sec for training (2080.68 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 18}, 'P': {'precision': 0.1111111111111111, 'recall': 0.15384615384615385, 'f1-score': 0.12903225806451615, 'support': 13}, 'micro avg': {'precision': 0.06666666666666667, 'recall': 0.06451612903225806, 'f1-score': 0.06557377049180328, 'support': 31}, 'macro avg': {'precision': 0.05555555555555555, 'recall': 0.07692307692307693, 'f1-score': 0.06451612903225808, 'support': 31}, 'weighted avg': {'precision': 0.04659498207885305, 'recall': 0.06451612903225806, 'f1-score': 0.05411030176899064, 'support': 31}}
Token level accuracy: 0.34577114427860695
Wrong BIO-Encoding 225/240 labels, 93.75%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 18}, 'P': {'precision': 0.1111111111111111, 'recall': 0.15384615384615385, 'f1-score': 0.12903225806451615, 'support': 13}, 'micro avg': {'precision': 0.06666666666666667, 'recall': 0.06451612903225806, 'f1-score': 0.06557377049180328, 'support': 31}, 'macro avg': {'precision': 0.05555555555555555, 'recall': 0.07692307692307693, 'f1-score': 0.06451612903225808, 'support': 31}, 'weighted avg': {'precision': 0.04659498207885305, 'recall': 0.06451612903225806, 'f1-score': 0.05411030176899064, 'support': 31}}
Token level accuracy: 0.34577114427860695
Wrong BIO-Encoding 15/30 labels, 50.00%
Dev-Data: Prec: 0.133, Rec: 0.065, F1: 0.0870
{'C': {'precision': 0.024830699774266364, 'recall': 0.010587102983638113, 'f1-score': 0.01484480431848853, 'support': 1039}, 'P': {'precision': 0.12326169405815424, 'recall': 0.15944399018806213, 'f1-score': 0.13903743315508024, 'support': 1223}, 'micro avg': {'precision': 0.1017283950617284, 'recall': 0.09106984969053934, 'f1-score': 0.09610450198273851, 'support': 2262}, 'macro avg': {'precision': 0.0740461969162103, 'recall': 0.08501554658585012, 'f1-score': 0.07694111873678439, 'support': 2262}, 'weighted avg': {'precision': 0.07804957953076276, 'recall': 0.09106984969053933, 'f1-score': 0.08199227782297645, 'support': 2262}}
Token level accuracy: 0.47945282805855566
Wrong BIO-Encoding 8757/10204 labels, 85.82%
{'C': {'precision': 0.024830699774266364, 'recall': 0.010587102983638113, 'f1-score': 0.01484480431848853, 'support': 1039}, 'P': {'precision': 0.12326169405815424, 'recall': 0.15944399018806213, 'f1-score': 0.13903743315508024, 'support': 1223}, 'micro avg': {'precision': 0.1017283950617284, 'recall': 0.09106984969053934, 'f1-score': 0.09610450198273851, 'support': 2262}, 'macro avg': {'precision': 0.0740461969162103, 'recall': 0.08501554658585012, 'f1-score': 0.07694111873678439, 'support': 2262}, 'weighted avg': {'precision': 0.07804957953076276, 'recall': 0.09106984969053933, 'f1-score': 0.08199227782297645, 'support': 2262}}
Token level accuracy: 0.47945282805855566
Wrong BIO-Encoding 578/2025 labels, 28.54%
Test-Data: Prec: 0.142, Rec: 0.091, F1: 0.1105

Scores from epoch with best dev-scores:
  Dev-Score: 0.0870
  Test-Score 0.1105

14.44 sec for evaluation

--------- Epoch 5 -----------
506.01 sec for training (2586.69 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 18}, 'P': {'precision': 0.1, 'recall': 0.15384615384615385, 'f1-score': 0.12121212121212123, 'support': 13}, 'micro avg': {'precision': 0.0625, 'recall': 0.06451612903225806, 'f1-score': 0.06349206349206349, 'support': 31}, 'macro avg': {'precision': 0.05, 'recall': 0.07692307692307693, 'f1-score': 0.060606060606060615, 'support': 31}, 'weighted avg': {'precision': 0.041935483870967745, 'recall': 0.06451612903225806, 'f1-score': 0.05083088954056696, 'support': 31}}
Token level accuracy: 0.376865671641791
Wrong BIO-Encoding 145/166 labels, 87.35%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 18}, 'P': {'precision': 0.1, 'recall': 0.15384615384615385, 'f1-score': 0.12121212121212123, 'support': 13}, 'micro avg': {'precision': 0.0625, 'recall': 0.06451612903225806, 'f1-score': 0.06349206349206349, 'support': 31}, 'macro avg': {'precision': 0.05, 'recall': 0.07692307692307693, 'f1-score': 0.060606060606060615, 'support': 31}, 'weighted avg': {'precision': 0.041935483870967745, 'recall': 0.06451612903225806, 'f1-score': 0.05083088954056696, 'support': 31}}
Token level accuracy: 0.376865671641791
Wrong BIO-Encoding 11/32 labels, 34.38%
Dev-Data: Prec: 0.095, Rec: 0.065, F1: 0.0769
{'C': {'precision': 0.05263157894736842, 'recall': 0.014436958614051972, 'f1-score': 0.022658610271903322, 'support': 1039}, 'P': {'precision': 0.12538989394884592, 'recall': 0.1643499591169256, 'f1-score': 0.14225053078556263, 'support': 1223}, 'micro avg': {'precision': 0.11440677966101695, 'recall': 0.09549071618037135, 'f1-score': 0.10409638554216867, 'support': 2262}, 'macro avg': {'precision': 0.08901073644810717, 'recall': 0.08939345886548879, 'f1-score': 0.08245457052873298, 'support': 2262}, 'weighted avg': {'precision': 0.09196996057725655, 'recall': 0.09549071618037135, 'f1-score': 0.08731860973618508, 'support': 2262}}
Token level accuracy: 0.48812704624995296
Wrong BIO-Encoding 7616/9088 labels, 83.80%
{'C': {'precision': 0.05263157894736842, 'recall': 0.014436958614051972, 'f1-score': 0.022658610271903322, 'support': 1039}, 'P': {'precision': 0.12538989394884592, 'recall': 0.1643499591169256, 'f1-score': 0.14225053078556263, 'support': 1223}, 'micro avg': {'precision': 0.11440677966101695, 'recall': 0.09549071618037135, 'f1-score': 0.10409638554216867, 'support': 2262}, 'macro avg': {'precision': 0.08901073644810717, 'recall': 0.08939345886548879, 'f1-score': 0.08245457052873298, 'support': 2262}, 'weighted avg': {'precision': 0.09196996057725655, 'recall': 0.09549071618037135, 'f1-score': 0.08731860973618508, 'support': 2262}}
Token level accuracy: 0.48812704624995296
Wrong BIO-Encoding 416/1888 labels, 22.03%
Test-Data: Prec: 0.145, Rec: 0.095, F1: 0.1146

Scores from epoch with best dev-scores:
  Dev-Score: 0.0870
  Test-Score 0.1105

11.73 sec for evaluation

--------- Epoch 6 -----------
508.71 sec for training (3095.40 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 18}, 'P': {'precision': 0.07692307692307693, 'recall': 0.07692307692307693, 'f1-score': 0.07692307692307693, 'support': 13}, 'micro avg': {'precision': 0.045454545454545456, 'recall': 0.03225806451612903, 'f1-score': 0.03773584905660377, 'support': 31}, 'macro avg': {'precision': 0.038461538461538464, 'recall': 0.038461538461538464, 'f1-score': 0.038461538461538464, 'support': 31}, 'weighted avg': {'precision': 0.03225806451612903, 'recall': 0.03225806451612903, 'f1-score': 0.03225806451612903, 'support': 31}}
Token level accuracy: 0.3917910447761194
Wrong BIO-Encoding 54/73 labels, 73.97%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 18}, 'P': {'precision': 0.07692307692307693, 'recall': 0.07692307692307693, 'f1-score': 0.07692307692307693, 'support': 13}, 'micro avg': {'precision': 0.045454545454545456, 'recall': 0.03225806451612903, 'f1-score': 0.03773584905660377, 'support': 31}, 'macro avg': {'precision': 0.038461538461538464, 'recall': 0.038461538461538464, 'f1-score': 0.038461538461538464, 'support': 31}, 'weighted avg': {'precision': 0.03225806451612903, 'recall': 0.03225806451612903, 'f1-score': 0.03225806451612903, 'support': 31}}
Token level accuracy: 0.3917910447761194
Wrong BIO-Encoding 3/22 labels, 13.64%
Dev-Data: Prec: 0.053, Rec: 0.032, F1: 0.0400
{'C': {'precision': 0.10276679841897234, 'recall': 0.025024061597690085, 'f1-score': 0.040247678018575844, 'support': 1039}, 'P': {'precision': 0.14299424184261036, 'recall': 0.12183156173344235, 'f1-score': 0.1315673289183223, 'support': 1223}, 'micro avg': {'precision': 0.13513513513513514, 'recall': 0.07736516357206012, 'f1-score': 0.09839752600506044, 'support': 2262}, 'macro avg': {'precision': 0.12288052013079134, 'recall': 0.07342781166556622, 'f1-score': 0.08590750346844907, 'support': 2262}, 'weighted avg': {'precision': 0.12451664957154054, 'recall': 0.07736516357206012, 'f1-score': 0.08962165372608685, 'support': 2262}}
Token level accuracy: 0.45169909306438866
Wrong BIO-Encoding 3567/4676 labels, 76.28%
{'C': {'precision': 0.10276679841897234, 'recall': 0.025024061597690085, 'f1-score': 0.040247678018575844, 'support': 1039}, 'P': {'precision': 0.14299424184261036, 'recall': 0.12183156173344235, 'f1-score': 0.1315673289183223, 'support': 1223}, 'micro avg': {'precision': 0.13513513513513514, 'recall': 0.07736516357206012, 'f1-score': 0.09839752600506044, 'support': 2262}, 'macro avg': {'precision': 0.12288052013079134, 'recall': 0.07342781166556622, 'f1-score': 0.08590750346844907, 'support': 2262}, 'weighted avg': {'precision': 0.12451664957154054, 'recall': 0.07736516357206012, 'f1-score': 0.08962165372608685, 'support': 2262}}
Token level accuracy: 0.45169909306438866
Wrong BIO-Encoding 186/1295 labels, 14.36%
Test-Data: Prec: 0.158, Rec: 0.077, F1: 0.1038

Scores from epoch with best dev-scores:
  Dev-Score: 0.0870
  Test-Score 0.1105

11.47 sec for evaluation

--------- Epoch 7 -----------
508.93 sec for training (3604.33 total)
-- cmv_modes1 --
{'C': {'precision': 0.1111111111111111, 'recall': 0.1111111111111111, 'f1-score': 0.1111111111111111, 'support': 18}, 'P': {'precision': 0.07142857142857142, 'recall': 0.07692307692307693, 'f1-score': 0.07407407407407408, 'support': 13}, 'micro avg': {'precision': 0.09375, 'recall': 0.0967741935483871, 'f1-score': 0.09523809523809523, 'support': 31}, 'macro avg': {'precision': 0.09126984126984126, 'recall': 0.09401709401709402, 'f1-score': 0.09259259259259259, 'support': 31}, 'weighted avg': {'precision': 0.0944700460829493, 'recall': 0.0967741935483871, 'f1-score': 0.0955794504181601, 'support': 31}}
Token level accuracy: 0.3681592039800995
Wrong BIO-Encoding 84/110 labels, 76.36%
{'C': {'precision': 0.1111111111111111, 'recall': 0.1111111111111111, 'f1-score': 0.1111111111111111, 'support': 18}, 'P': {'precision': 0.07142857142857142, 'recall': 0.07692307692307693, 'f1-score': 0.07407407407407408, 'support': 13}, 'micro avg': {'precision': 0.09375, 'recall': 0.0967741935483871, 'f1-score': 0.09523809523809523, 'support': 31}, 'macro avg': {'precision': 0.09126984126984126, 'recall': 0.09401709401709402, 'f1-score': 0.09259259259259259, 'support': 31}, 'weighted avg': {'precision': 0.0944700460829493, 'recall': 0.0967741935483871, 'f1-score': 0.0955794504181601, 'support': 31}}
Token level accuracy: 0.3681592039800995
Wrong BIO-Encoding 6/32 labels, 18.75%
Dev-Data: Prec: 0.115, Rec: 0.097, F1: 0.1053
{'C': {'precision': 0.15975103734439833, 'recall': 0.0741097208854668, 'f1-score': 0.10124917817225511, 'support': 1039}, 'P': {'precision': 0.1349458943348186, 'recall': 0.1733442354865086, 'f1-score': 0.15175375805297067, 'support': 1223}, 'micro avg': {'precision': 0.14076960545543107, 'recall': 0.127763041556145, 'f1-score': 0.1339513325608343, 'support': 2262}, 'macro avg': {'precision': 0.14734846583960848, 'recall': 0.1237269781859877, 'f1-score': 0.1265014681126129, 'support': 2262}, 'weighted avg': {'precision': 0.14633959176494826, 'recall': 0.127763041556145, 'f1-score': 0.1285555889565677, 'support': 2262}}
Token level accuracy: 0.4814849659428743
Wrong BIO-Encoding 4187/6031 labels, 69.42%
{'C': {'precision': 0.15975103734439833, 'recall': 0.0741097208854668, 'f1-score': 0.10124917817225511, 'support': 1039}, 'P': {'precision': 0.1349458943348186, 'recall': 0.1733442354865086, 'f1-score': 0.15175375805297067, 'support': 1223}, 'micro avg': {'precision': 0.14076960545543107, 'recall': 0.127763041556145, 'f1-score': 0.1339513325608343, 'support': 2262}, 'macro avg': {'precision': 0.14734846583960848, 'recall': 0.1237269781859877, 'f1-score': 0.1265014681126129, 'support': 2262}, 'weighted avg': {'precision': 0.14633959176494826, 'recall': 0.127763041556145, 'f1-score': 0.1285555889565677, 'support': 2262}}
Token level accuracy: 0.4814849659428743
Wrong BIO-Encoding 209/2053 labels, 10.18%
Test-Data: Prec: 0.156, Rec: 0.127, F1: 0.1403

Scores from epoch with best dev-scores:
  Dev-Score: 0.1053
  Test-Score 0.1403

11.98 sec for evaluation

--------- Epoch 8 -----------
514.81 sec for training (4119.14 total)
-- cmv_modes1 --
{'C': {'precision': 0.05555555555555555, 'recall': 0.05555555555555555, 'f1-score': 0.05555555555555555, 'support': 18}, 'P': {'precision': 0.29411764705882354, 'recall': 0.38461538461538464, 'f1-score': 0.33333333333333337, 'support': 13}, 'micro avg': {'precision': 0.17142857142857143, 'recall': 0.1935483870967742, 'f1-score': 0.1818181818181818, 'support': 31}, 'macro avg': {'precision': 0.17483660130718953, 'recall': 0.22008547008547008, 'f1-score': 0.19444444444444448, 'support': 31}, 'weighted avg': {'precision': 0.1555977229601518, 'recall': 0.1935483870967742, 'f1-score': 0.17204301075268819, 'support': 31}}
Token level accuracy: 0.38681592039800994
Wrong BIO-Encoding 86/115 labels, 74.78%
{'C': {'precision': 0.05555555555555555, 'recall': 0.05555555555555555, 'f1-score': 0.05555555555555555, 'support': 18}, 'P': {'precision': 0.29411764705882354, 'recall': 0.38461538461538464, 'f1-score': 0.33333333333333337, 'support': 13}, 'micro avg': {'precision': 0.17142857142857143, 'recall': 0.1935483870967742, 'f1-score': 0.1818181818181818, 'support': 31}, 'macro avg': {'precision': 0.17483660130718953, 'recall': 0.22008547008547008, 'f1-score': 0.19444444444444448, 'support': 31}, 'weighted avg': {'precision': 0.1555977229601518, 'recall': 0.1935483870967742, 'f1-score': 0.17204301075268819, 'support': 31}}
Token level accuracy: 0.38681592039800994
Wrong BIO-Encoding 6/35 labels, 17.14%
Dev-Data: Prec: 0.207, Rec: 0.194, F1: 0.2000
{'C': {'precision': 0.13507625272331156, 'recall': 0.059672762271414825, 'f1-score': 0.08277703604806408, 'support': 1039}, 'P': {'precision': 0.1502994011976048, 'recall': 0.205233033524121, 'f1-score': 0.173522295195299, 'support': 1223}, 'micro avg': {'precision': 0.14701737905119774, 'recall': 0.13837312113174183, 'f1-score': 0.14256433614210887, 'support': 2262}, 'macro avg': {'precision': 0.14268782696045818, 'recall': 0.13245289789776793, 'f1-score': 0.12814966562168154, 'support': 2262}, 'weighted avg': {'precision': 0.14330698242448778, 'recall': 0.13837312113174183, 'f1-score': 0.13184045423421273, 'support': 2262}}
Token level accuracy: 0.5081849998118391
Wrong BIO-Encoding 5494/7359 labels, 74.66%
{'C': {'precision': 0.13507625272331156, 'recall': 0.059672762271414825, 'f1-score': 0.08277703604806408, 'support': 1039}, 'P': {'precision': 0.1502994011976048, 'recall': 0.205233033524121, 'f1-score': 0.173522295195299, 'support': 1223}, 'micro avg': {'precision': 0.14701737905119774, 'recall': 0.13837312113174183, 'f1-score': 0.14256433614210887, 'support': 2262}, 'macro avg': {'precision': 0.14268782696045818, 'recall': 0.13245289789776793, 'f1-score': 0.12814966562168154, 'support': 2262}, 'weighted avg': {'precision': 0.14330698242448778, 'recall': 0.13837312113174183, 'f1-score': 0.13184045423421273, 'support': 2262}}
Token level accuracy: 0.5081849998118391
Wrong BIO-Encoding 264/2129 labels, 12.40%
Test-Data: Prec: 0.168, Rec: 0.138, F1: 0.1517

Scores from epoch with best dev-scores:
  Dev-Score: 0.2000
  Test-Score 0.1517

12.24 sec for evaluation

--------- Epoch 9 -----------
510.51 sec for training (4629.65 total)
-- cmv_modes1 --
{'C': {'precision': 0.058823529411764705, 'recall': 0.05555555555555555, 'f1-score': 0.05714285714285714, 'support': 18}, 'P': {'precision': 0.16666666666666666, 'recall': 0.23076923076923078, 'f1-score': 0.1935483870967742, 'support': 13}, 'micro avg': {'precision': 0.11428571428571428, 'recall': 0.12903225806451613, 'f1-score': 0.12121212121212123, 'support': 31}, 'macro avg': {'precision': 0.11274509803921567, 'recall': 0.14316239316239315, 'f1-score': 0.12534562211981568, 'support': 31}, 'weighted avg': {'precision': 0.10404807084123972, 'recall': 0.12903225806451613, 'f1-score': 0.1143451761557901, 'support': 31}}
Token level accuracy: 0.5161691542288557
Wrong BIO-Encoding 114/142 labels, 80.28%
{'C': {'precision': 0.058823529411764705, 'recall': 0.05555555555555555, 'f1-score': 0.05714285714285714, 'support': 18}, 'P': {'precision': 0.16666666666666666, 'recall': 0.23076923076923078, 'f1-score': 0.1935483870967742, 'support': 13}, 'micro avg': {'precision': 0.11428571428571428, 'recall': 0.12903225806451613, 'f1-score': 0.12121212121212123, 'support': 31}, 'macro avg': {'precision': 0.11274509803921567, 'recall': 0.14316239316239315, 'f1-score': 0.12534562211981568, 'support': 31}, 'weighted avg': {'precision': 0.10404807084123972, 'recall': 0.12903225806451613, 'f1-score': 0.1143451761557901, 'support': 31}}
Token level accuracy: 0.5161691542288557
Wrong BIO-Encoding 7/35 labels, 20.00%
Dev-Data: Prec: 0.143, Rec: 0.129, F1: 0.1356
{'C': {'precision': 0.1450676982591876, 'recall': 0.07218479307025986, 'f1-score': 0.09640102827763497, 'support': 1039}, 'P': {'precision': 0.14487632508833923, 'recall': 0.20114472608340148, 'f1-score': 0.16843546730571723, 'support': 1223}, 'micro avg': {'precision': 0.14492099322799096, 'recall': 0.1419098143236074, 'f1-score': 0.14339959794505247, 'support': 2262}, 'macro avg': {'precision': 0.14497201167376342, 'recall': 0.13666475957683066, 'f1-score': 0.1324182477916761, 'support': 2262}, 'weighted avg': {'precision': 0.1449642281495733, 'recall': 0.1419098143236074, 'f1-score': 0.13534803045771657, 'support': 2262}}
Token level accuracy: 0.5239340684153088
Wrong BIO-Encoding 3673/5687 labels, 64.59%
{'C': {'precision': 0.1450676982591876, 'recall': 0.07218479307025986, 'f1-score': 0.09640102827763497, 'support': 1039}, 'P': {'precision': 0.14487632508833923, 'recall': 0.20114472608340148, 'f1-score': 0.16843546730571723, 'support': 1223}, 'micro avg': {'precision': 0.14492099322799096, 'recall': 0.1419098143236074, 'f1-score': 0.14339959794505247, 'support': 2262}, 'macro avg': {'precision': 0.14497201167376342, 'recall': 0.13666475957683066, 'f1-score': 0.1324182477916761, 'support': 2262}, 'weighted avg': {'precision': 0.1449642281495733, 'recall': 0.1419098143236074, 'f1-score': 0.13534803045771657, 'support': 2262}}
Token level accuracy: 0.5239340684153088
Wrong BIO-Encoding 201/2215 labels, 9.07%
Test-Data: Prec: 0.159, Rec: 0.141, F1: 0.1497

Scores from epoch with best dev-scores:
  Dev-Score: 0.2000
  Test-Score 0.1517

11.42 sec for evaluation

--------- Epoch 10 -----------
507.72 sec for training (5137.37 total)
-- cmv_modes1 --
{'C': {'precision': 0.2857142857142857, 'recall': 0.1111111111111111, 'f1-score': 0.16, 'support': 18}, 'P': {'precision': 0.35294117647058826, 'recall': 0.46153846153846156, 'f1-score': 0.4000000000000001, 'support': 13}, 'micro avg': {'precision': 0.3333333333333333, 'recall': 0.25806451612903225, 'f1-score': 0.29090909090909095, 'support': 31}, 'macro avg': {'precision': 0.31932773109243695, 'recall': 0.2863247863247863, 'f1-score': 0.28, 'support': 31}, 'weighted avg': {'precision': 0.31390620764434807, 'recall': 0.25806451612903225, 'f1-score': 0.2606451612903226, 'support': 31}}
Token level accuracy: 0.5373134328358209
Wrong BIO-Encoding 52/73 labels, 71.23%
{'C': {'precision': 0.2857142857142857, 'recall': 0.1111111111111111, 'f1-score': 0.16, 'support': 18}, 'P': {'precision': 0.35294117647058826, 'recall': 0.46153846153846156, 'f1-score': 0.4000000000000001, 'support': 13}, 'micro avg': {'precision': 0.3333333333333333, 'recall': 0.25806451612903225, 'f1-score': 0.29090909090909095, 'support': 31}, 'macro avg': {'precision': 0.31932773109243695, 'recall': 0.2863247863247863, 'f1-score': 0.28, 'support': 31}, 'weighted avg': {'precision': 0.31390620764434807, 'recall': 0.25806451612903225, 'f1-score': 0.2606451612903226, 'support': 31}}
Token level accuracy: 0.5373134328358209
Wrong BIO-Encoding 3/24 labels, 12.50%
Dev-Data: Prec: 0.381, Rec: 0.258, F1: 0.3077
{'C': {'precision': 0.25773195876288657, 'recall': 0.04812319538017324, 'f1-score': 0.08110300081103002, 'support': 1039}, 'P': {'precision': 0.16656422864167178, 'recall': 0.22158626328699918, 'f1-score': 0.19017543859649122, 'support': 1223}, 'micro avg': {'precision': 0.17627677100494235, 'recall': 0.1419098143236074, 'f1-score': 0.15723732549595884, 'support': 2262}, 'macro avg': {'precision': 0.21214809370227916, 'recall': 0.13485472933358622, 'f1-score': 0.1356392197037606, 'support': 2262}, 'weighted avg': {'precision': 0.20844012236224746, 'recall': 0.1419098143236074, 'f1-score': 0.1400754108073249, 'support': 2262}}
Token level accuracy: 0.5095773905844277
Wrong BIO-Encoding 3191/4887 labels, 65.30%
{'C': {'precision': 0.25773195876288657, 'recall': 0.04812319538017324, 'f1-score': 0.08110300081103002, 'support': 1039}, 'P': {'precision': 0.16656422864167178, 'recall': 0.22158626328699918, 'f1-score': 0.19017543859649122, 'support': 1223}, 'micro avg': {'precision': 0.17627677100494235, 'recall': 0.1419098143236074, 'f1-score': 0.15723732549595884, 'support': 2262}, 'macro avg': {'precision': 0.21214809370227916, 'recall': 0.13485472933358622, 'f1-score': 0.1356392197037606, 'support': 2262}, 'weighted avg': {'precision': 0.20844012236224746, 'recall': 0.1419098143236074, 'f1-score': 0.1400754108073249, 'support': 2262}}
Token level accuracy: 0.5095773905844277
Wrong BIO-Encoding 125/1821 labels, 6.86%
Test-Data: Prec: 0.189, Rec: 0.142, F1: 0.1622

Scores from epoch with best dev-scores:
  Dev-Score: 0.3077
  Test-Score 0.1622

12.64 sec for evaluation

--------- Epoch 11 -----------
506.59 sec for training (5643.95 total)
-- cmv_modes1 --
{'C': {'precision': 0.3, 'recall': 0.16666666666666666, 'f1-score': 0.21428571428571427, 'support': 18}, 'P': {'precision': 0.25, 'recall': 0.46153846153846156, 'f1-score': 0.32432432432432434, 'support': 13}, 'micro avg': {'precision': 0.2647058823529412, 'recall': 0.2903225806451613, 'f1-score': 0.27692307692307694, 'support': 31}, 'macro avg': {'precision': 0.275, 'recall': 0.3141025641025641, 'f1-score': 0.2693050193050193, 'support': 31}, 'weighted avg': {'precision': 0.2790322580645161, 'recall': 0.2903225806451613, 'f1-score': 0.2604309378502927, 'support': 31}}
Token level accuracy: 0.4763681592039801
Wrong BIO-Encoding 22/54 labels, 40.74%
{'C': {'precision': 0.3, 'recall': 0.16666666666666666, 'f1-score': 0.21428571428571427, 'support': 18}, 'P': {'precision': 0.25, 'recall': 0.46153846153846156, 'f1-score': 0.32432432432432434, 'support': 13}, 'micro avg': {'precision': 0.2647058823529412, 'recall': 0.2903225806451613, 'f1-score': 0.27692307692307694, 'support': 31}, 'macro avg': {'precision': 0.275, 'recall': 0.3141025641025641, 'f1-score': 0.2693050193050193, 'support': 31}, 'weighted avg': {'precision': 0.2790322580645161, 'recall': 0.2903225806451613, 'f1-score': 0.2604309378502927, 'support': 31}}
Token level accuracy: 0.4763681592039801
Wrong BIO-Encoding 2/34 labels, 5.88%
Dev-Data: Prec: 0.281, Rec: 0.290, F1: 0.2857
{'C': {'precision': 0.2289156626506024, 'recall': 0.0548604427333975, 'f1-score': 0.08850931677018634, 'support': 1039}, 'P': {'precision': 0.15862068965517243, 'recall': 0.24448078495502862, 'f1-score': 0.1924066924066924, 'support': 1223}, 'micro avg': {'precision': 0.1668228678537957, 'recall': 0.15738284703801944, 'f1-score': 0.16196542311191992, 'support': 2262}, 'macro avg': {'precision': 0.1937681761528874, 'recall': 0.14967061384421307, 'f1-score': 0.14045800458843938, 'support': 2262}, 'weighted avg': {'precision': 0.19090914100011133, 'recall': 0.15738284703801944, 'f1-score': 0.1446837157107022, 'support': 2262}}
Token level accuracy: 0.4891619312836338
Wrong BIO-Encoding 2157/4187 labels, 51.52%
{'C': {'precision': 0.2289156626506024, 'recall': 0.0548604427333975, 'f1-score': 0.08850931677018634, 'support': 1039}, 'P': {'precision': 0.15862068965517243, 'recall': 0.24448078495502862, 'f1-score': 0.1924066924066924, 'support': 1223}, 'micro avg': {'precision': 0.1668228678537957, 'recall': 0.15738284703801944, 'f1-score': 0.16196542311191992, 'support': 2262}, 'macro avg': {'precision': 0.1937681761528874, 'recall': 0.14967061384421307, 'f1-score': 0.14045800458843938, 'support': 2262}, 'weighted avg': {'precision': 0.19090914100011133, 'recall': 0.15738284703801944, 'f1-score': 0.1446837157107022, 'support': 2262}}
Token level accuracy: 0.4891619312836338
Wrong BIO-Encoding 104/2134 labels, 4.87%
Test-Data: Prec: 0.175, Rec: 0.157, F1: 0.1659

Scores from epoch with best dev-scores:
  Dev-Score: 0.3077
  Test-Score 0.1622

11.53 sec for evaluation

--------- Epoch 12 -----------
506.69 sec for training (6150.64 total)
-- cmv_modes1 --
{'C': {'precision': 0.07692307692307693, 'recall': 0.05555555555555555, 'f1-score': 0.06451612903225808, 'support': 18}, 'P': {'precision': 0.35714285714285715, 'recall': 0.38461538461538464, 'f1-score': 0.3703703703703704, 'support': 13}, 'micro avg': {'precision': 0.2222222222222222, 'recall': 0.1935483870967742, 'f1-score': 0.20689655172413793, 'support': 31}, 'macro avg': {'precision': 0.21703296703296704, 'recall': 0.22008547008547008, 'f1-score': 0.21744324970131423, 'support': 31}, 'weighted avg': {'precision': 0.1944345976604041, 'recall': 0.1935483870967742, 'f1-score': 0.19277758507727294, 'support': 31}}
Token level accuracy: 0.6044776119402985
Wrong BIO-Encoding 9/35 labels, 25.71%
{'C': {'precision': 0.07692307692307693, 'recall': 0.05555555555555555, 'f1-score': 0.06451612903225808, 'support': 18}, 'P': {'precision': 0.35714285714285715, 'recall': 0.38461538461538464, 'f1-score': 0.3703703703703704, 'support': 13}, 'micro avg': {'precision': 0.2222222222222222, 'recall': 0.1935483870967742, 'f1-score': 0.20689655172413793, 'support': 31}, 'macro avg': {'precision': 0.21703296703296704, 'recall': 0.22008547008547008, 'f1-score': 0.21744324970131423, 'support': 31}, 'weighted avg': {'precision': 0.1944345976604041, 'recall': 0.1935483870967742, 'f1-score': 0.19277758507727294, 'support': 31}}
Token level accuracy: 0.6044776119402985
Wrong BIO-Encoding 1/27 labels, 3.70%
Dev-Data: Prec: 0.231, Rec: 0.194, F1: 0.2105
{'C': {'precision': 0.225531914893617, 'recall': 0.10202117420596728, 'f1-score': 0.14049039098740887, 'support': 1039}, 'P': {'precision': 0.16008462623413258, 'recall': 0.1856091578086672, 'f1-score': 0.17190458159787958, 'support': 1223}, 'micro avg': {'precision': 0.1763771186440678, 'recall': 0.14721485411140584, 'f1-score': 0.16048192771084335, 'support': 2262}, 'macro avg': {'precision': 0.19280827056387478, 'recall': 0.14381516600731725, 'f1-score': 0.15619748629264424, 'support': 2262}, 'weighted avg': {'precision': 0.19014640029125207, 'recall': 0.14721485411140584, 'f1-score': 0.15747516336433445, 'support': 2262}}
Token level accuracy: 0.5163699996236781
Wrong BIO-Encoding 3045/4782 labels, 63.68%
{'C': {'precision': 0.225531914893617, 'recall': 0.10202117420596728, 'f1-score': 0.14049039098740887, 'support': 1039}, 'P': {'precision': 0.16008462623413258, 'recall': 0.1856091578086672, 'f1-score': 0.17190458159787958, 'support': 1223}, 'micro avg': {'precision': 0.1763771186440678, 'recall': 0.14721485411140584, 'f1-score': 0.16048192771084335, 'support': 2262}, 'macro avg': {'precision': 0.19280827056387478, 'recall': 0.14381516600731725, 'f1-score': 0.15619748629264424, 'support': 2262}, 'weighted avg': {'precision': 0.19014640029125207, 'recall': 0.14721485411140584, 'f1-score': 0.15747516336433445, 'support': 2262}}
Token level accuracy: 0.5163699996236781
Wrong BIO-Encoding 151/1888 labels, 8.00%
Test-Data: Prec: 0.188, Rec: 0.144, F1: 0.1630

Scores from epoch with best dev-scores:
  Dev-Score: 0.3077
  Test-Score 0.1622

11.77 sec for evaluation

--------- Epoch 13 -----------
513.01 sec for training (6663.65 total)
-- cmv_modes1 --
{'C': {'precision': 0.16666666666666666, 'recall': 0.16666666666666666, 'f1-score': 0.16666666666666666, 'support': 18}, 'P': {'precision': 0.3333333333333333, 'recall': 0.3076923076923077, 'f1-score': 0.32, 'support': 13}, 'micro avg': {'precision': 0.23333333333333334, 'recall': 0.22580645161290322, 'f1-score': 0.22950819672131148, 'support': 31}, 'macro avg': {'precision': 0.25, 'recall': 0.23717948717948717, 'f1-score': 0.24333333333333335, 'support': 31}, 'weighted avg': {'precision': 0.23655913978494622, 'recall': 0.22580645161290322, 'f1-score': 0.2309677419354839, 'support': 31}}
Token level accuracy: 0.6256218905472637
{'C': {'precision': 0.16666666666666666, 'recall': 0.16666666666666666, 'f1-score': 0.16666666666666666, 'support': 18}, 'P': {'precision': 0.3333333333333333, 'recall': 0.3076923076923077, 'f1-score': 0.32, 'support': 13}, 'micro avg': {'precision': 0.23333333333333334, 'recall': 0.22580645161290322, 'f1-score': 0.22950819672131148, 'support': 31}, 'macro avg': {'precision': 0.25, 'recall': 0.23717948717948717, 'f1-score': 0.24333333333333335, 'support': 31}, 'weighted avg': {'precision': 0.23655913978494622, 'recall': 0.22580645161290322, 'f1-score': 0.2309677419354839, 'support': 31}}
Token level accuracy: 0.6256218905472637
Dev-Data: Prec: 0.233, Rec: 0.226, F1: 0.2295
{'C': {'precision': 0.20035460992907803, 'recall': 0.10875842155919153, 'f1-score': 0.14098565190268247, 'support': 1039}, 'P': {'precision': 0.17773306505700873, 'recall': 0.21668029435813574, 'f1-score': 0.19528371407516584, 'support': 1223}, 'micro avg': {'precision': 0.18394160583941604, 'recall': 0.16710875331564987, 'f1-score': 0.17512161223071576, 'support': 2262}, 'macro avg': {'precision': 0.18904383749304338, 'recall': 0.16271935795866363, 'f1-score': 0.16813468298892414, 'support': 2262}, 'weighted avg': {'precision': 0.18812377466005029, 'recall': 0.16710875331564987, 'f1-score': 0.17034309223731872, 'support': 2262}}
Token level accuracy: 0.5349414819553683
Wrong BIO-Encoding 2789/4708 labels, 59.24%
{'C': {'precision': 0.20035460992907803, 'recall': 0.10875842155919153, 'f1-score': 0.14098565190268247, 'support': 1039}, 'P': {'precision': 0.17773306505700873, 'recall': 0.21668029435813574, 'f1-score': 0.19528371407516584, 'support': 1223}, 'micro avg': {'precision': 0.18394160583941604, 'recall': 0.16710875331564987, 'f1-score': 0.17512161223071576, 'support': 2262}, 'macro avg': {'precision': 0.18904383749304338, 'recall': 0.16271935795866363, 'f1-score': 0.16813468298892414, 'support': 2262}, 'weighted avg': {'precision': 0.18812377466005029, 'recall': 0.16710875331564987, 'f1-score': 0.17034309223731872, 'support': 2262}}
Token level accuracy: 0.5349414819553683
Wrong BIO-Encoding 136/2055 labels, 6.62%
Test-Data: Prec: 0.197, Rec: 0.167, F1: 0.1808

Scores from epoch with best dev-scores:
  Dev-Score: 0.3077
  Test-Score 0.1622

11.53 sec for evaluation

--------- Epoch 14 -----------
506.37 sec for training (7170.02 total)
-- cmv_modes1 --
{'C': {'precision': 0.0625, 'recall': 0.05555555555555555, 'f1-score': 0.058823529411764705, 'support': 18}, 'P': {'precision': 0.5, 'recall': 0.38461538461538464, 'f1-score': 0.4347826086956522, 'support': 13}, 'micro avg': {'precision': 0.23076923076923078, 'recall': 0.1935483870967742, 'f1-score': 0.21052631578947367, 'support': 31}, 'macro avg': {'precision': 0.28125, 'recall': 0.22008547008547008, 'f1-score': 0.24680306905370847, 'support': 31}, 'weighted avg': {'precision': 0.24596774193548387, 'recall': 0.1935483870967742, 'f1-score': 0.21648378846629815, 'support': 31}}
Token level accuracy: 0.7039800995024875
Wrong BIO-Encoding 65/87 labels, 74.71%
{'C': {'precision': 0.0625, 'recall': 0.05555555555555555, 'f1-score': 0.058823529411764705, 'support': 18}, 'P': {'precision': 0.5, 'recall': 0.38461538461538464, 'f1-score': 0.4347826086956522, 'support': 13}, 'micro avg': {'precision': 0.23076923076923078, 'recall': 0.1935483870967742, 'f1-score': 0.21052631578947367, 'support': 31}, 'macro avg': {'precision': 0.28125, 'recall': 0.22008547008547008, 'f1-score': 0.24680306905370847, 'support': 31}, 'weighted avg': {'precision': 0.24596774193548387, 'recall': 0.1935483870967742, 'f1-score': 0.21648378846629815, 'support': 31}}
Token level accuracy: 0.7039800995024875
Wrong BIO-Encoding 4/26 labels, 15.38%
Dev-Data: Prec: 0.273, Rec: 0.194, F1: 0.2264
{'C': {'precision': 0.20319634703196346, 'recall': 0.08565928777670838, 'f1-score': 0.1205145565335139, 'support': 1039}, 'P': {'precision': 0.15849056603773584, 'recall': 0.1373671300081766, 'f1-score': 0.1471747700394218, 'support': 1223}, 'micro avg': {'precision': 0.17156208277703605, 'recall': 0.11361626878868258, 'f1-score': 0.13670212765957448, 'support': 2262}, 'macro avg': {'precision': 0.18084345653484965, 'recall': 0.11151320889244248, 'f1-score': 0.13384466328646785, 'support': 2262}, 'weighted avg': {'precision': 0.17902518427513747, 'recall': 0.11361626878868258, 'f1-score': 0.1349289867358682, 'support': 2262}}
Token level accuracy: 0.49277462085575585
Wrong BIO-Encoding 2382/3760 labels, 63.35%
{'C': {'precision': 0.20319634703196346, 'recall': 0.08565928777670838, 'f1-score': 0.1205145565335139, 'support': 1039}, 'P': {'precision': 0.15849056603773584, 'recall': 0.1373671300081766, 'f1-score': 0.1471747700394218, 'support': 1223}, 'micro avg': {'precision': 0.17156208277703605, 'recall': 0.11361626878868258, 'f1-score': 0.13670212765957448, 'support': 2262}, 'macro avg': {'precision': 0.18084345653484965, 'recall': 0.11151320889244248, 'f1-score': 0.13384466328646785, 'support': 2262}, 'weighted avg': {'precision': 0.17902518427513747, 'recall': 0.11361626878868258, 'f1-score': 0.1349289867358682, 'support': 2262}}
Token level accuracy: 0.49277462085575585
Wrong BIO-Encoding 120/1498 labels, 8.01%
Test-Data: Prec: 0.186, Rec: 0.113, F1: 0.1407

Scores from epoch with best dev-scores:
  Dev-Score: 0.3077
  Test-Score 0.1622

11.54 sec for evaluation

--------- Epoch 15 -----------
512.76 sec for training (7682.78 total)
-- cmv_modes1 --
{'C': {'precision': 0.14285714285714285, 'recall': 0.1111111111111111, 'f1-score': 0.125, 'support': 18}, 'P': {'precision': 0.4375, 'recall': 0.5384615384615384, 'f1-score': 0.4827586206896552, 'support': 13}, 'micro avg': {'precision': 0.3, 'recall': 0.2903225806451613, 'f1-score': 0.29508196721311475, 'support': 31}, 'macro avg': {'precision': 0.2901785714285714, 'recall': 0.32478632478632474, 'f1-score': 0.3038793103448276, 'support': 31}, 'weighted avg': {'precision': 0.2664170506912442, 'recall': 0.2903225806451613, 'f1-score': 0.27502780867630705, 'support': 31}}
Token level accuracy: 0.6442786069651741
Wrong BIO-Encoding 20/48 labels, 41.67%
{'C': {'precision': 0.14285714285714285, 'recall': 0.1111111111111111, 'f1-score': 0.125, 'support': 18}, 'P': {'precision': 0.4375, 'recall': 0.5384615384615384, 'f1-score': 0.4827586206896552, 'support': 13}, 'micro avg': {'precision': 0.3, 'recall': 0.2903225806451613, 'f1-score': 0.29508196721311475, 'support': 31}, 'macro avg': {'precision': 0.2901785714285714, 'recall': 0.32478632478632474, 'f1-score': 0.3038793103448276, 'support': 31}, 'weighted avg': {'precision': 0.2664170506912442, 'recall': 0.2903225806451613, 'f1-score': 0.27502780867630705, 'support': 31}}
Token level accuracy: 0.6442786069651741
Wrong BIO-Encoding 2/30 labels, 6.67%
Dev-Data: Prec: 0.321, Rec: 0.290, F1: 0.3051
{'C': {'precision': 0.24864864864864866, 'recall': 0.08854667949951876, 'f1-score': 0.13058907026259758, 'support': 1039}, 'P': {'precision': 0.15521978021978022, 'recall': 0.1847914963205233, 'f1-score': 0.1687196715192236, 'support': 1223}, 'micro avg': {'precision': 0.1741511500547645, 'recall': 0.14058355437665782, 'f1-score': 0.15557729941291584, 'support': 2262}, 'macro avg': {'precision': 0.20193421443421444, 'recall': 0.13666908791002103, 'f1-score': 0.1496543708909106, 'support': 2262}, 'weighted avg': {'precision': 0.19813427814090945, 'recall': 0.14058355437665782, 'f1-score': 0.15120521762637018, 'support': 2262}}
Token level accuracy: 0.5003386896473865
Wrong BIO-Encoding 3255/4935 labels, 65.96%
{'C': {'precision': 0.24864864864864866, 'recall': 0.08854667949951876, 'f1-score': 0.13058907026259758, 'support': 1039}, 'P': {'precision': 0.15521978021978022, 'recall': 0.1847914963205233, 'f1-score': 0.1687196715192236, 'support': 1223}, 'micro avg': {'precision': 0.1741511500547645, 'recall': 0.14058355437665782, 'f1-score': 0.15557729941291584, 'support': 2262}, 'macro avg': {'precision': 0.20193421443421444, 'recall': 0.13666908791002103, 'f1-score': 0.1496543708909106, 'support': 2262}, 'weighted avg': {'precision': 0.19813427814090945, 'recall': 0.14058355437665782, 'f1-score': 0.15120521762637018, 'support': 2262}}
Token level accuracy: 0.5003386896473865
Wrong BIO-Encoding 146/1826 labels, 8.00%
Test-Data: Prec: 0.189, Rec: 0.141, F1: 0.1613

Scores from epoch with best dev-scores:
  Dev-Score: 0.3077
  Test-Score 0.1622

11.76 sec for evaluation

--------- Epoch 16 -----------
508.55 sec for training (8191.33 total)
-- cmv_modes1 --
{'C': {'precision': 0.4, 'recall': 0.2222222222222222, 'f1-score': 0.2857142857142857, 'support': 18}, 'P': {'precision': 0.3684210526315789, 'recall': 0.5384615384615384, 'f1-score': 0.4375, 'support': 13}, 'micro avg': {'precision': 0.3793103448275862, 'recall': 0.3548387096774194, 'f1-score': 0.36666666666666664, 'support': 31}, 'macro avg': {'precision': 0.38421052631578945, 'recall': 0.3803418803418803, 'f1-score': 0.36160714285714285, 'support': 31}, 'weighted avg': {'precision': 0.3867572156196944, 'recall': 0.3548387096774194, 'f1-score': 0.3493663594470046, 'support': 31}}
Token level accuracy: 0.5796019900497512
Wrong BIO-Encoding 65/91 labels, 71.43%
{'C': {'precision': 0.4, 'recall': 0.2222222222222222, 'f1-score': 0.2857142857142857, 'support': 18}, 'P': {'precision': 0.3684210526315789, 'recall': 0.5384615384615384, 'f1-score': 0.4375, 'support': 13}, 'micro avg': {'precision': 0.3793103448275862, 'recall': 0.3548387096774194, 'f1-score': 0.36666666666666664, 'support': 31}, 'macro avg': {'precision': 0.38421052631578945, 'recall': 0.3803418803418803, 'f1-score': 0.36160714285714285, 'support': 31}, 'weighted avg': {'precision': 0.3867572156196944, 'recall': 0.3548387096774194, 'f1-score': 0.3493663594470046, 'support': 31}}
Token level accuracy: 0.5796019900497512
Wrong BIO-Encoding 3/29 labels, 10.34%
Dev-Data: Prec: 0.423, Rec: 0.355, F1: 0.3860
{'C': {'precision': 0.2686084142394822, 'recall': 0.07988450433108758, 'f1-score': 0.1231454005934718, 'support': 1039}, 'P': {'precision': 0.15989684074790458, 'recall': 0.2027800490596893, 'f1-score': 0.17880317231434753, 'support': 1223}, 'micro avg': {'precision': 0.17795698924731182, 'recall': 0.14633068081343945, 'f1-score': 0.16060164968461912, 'support': 2262}, 'macro avg': {'precision': 0.2142526274936934, 'recall': 0.14133227669538845, 'f1-score': 0.15097428645390967, 'support': 2262}, 'weighted avg': {'precision': 0.2098311134524798, 'recall': 0.14633068081343945, 'f1-score': 0.15323799777058542, 'support': 2262}}
Token level accuracy: 0.5066608963986001
Wrong BIO-Encoding 3134/4852 labels, 64.59%
{'C': {'precision': 0.2686084142394822, 'recall': 0.07988450433108758, 'f1-score': 0.1231454005934718, 'support': 1039}, 'P': {'precision': 0.15989684074790458, 'recall': 0.2027800490596893, 'f1-score': 0.17880317231434753, 'support': 1223}, 'micro avg': {'precision': 0.17795698924731182, 'recall': 0.14633068081343945, 'f1-score': 0.16060164968461912, 'support': 2262}, 'macro avg': {'precision': 0.2142526274936934, 'recall': 0.14133227669538845, 'f1-score': 0.15097428645390967, 'support': 2262}, 'weighted avg': {'precision': 0.2098311134524798, 'recall': 0.14633068081343945, 'f1-score': 0.15323799777058542, 'support': 2262}}
Token level accuracy: 0.5066608963986001
Wrong BIO-Encoding 142/1860 labels, 7.63%
Test-Data: Prec: 0.189, Rec: 0.144, F1: 0.1633

Scores from epoch with best dev-scores:
  Dev-Score: 0.3860
  Test-Score 0.1633

12.39 sec for evaluation

--------- Epoch 17 -----------
516.61 sec for training (8707.94 total)
-- cmv_modes1 --
{'C': {'precision': 0.3333333333333333, 'recall': 0.2777777777777778, 'f1-score': 0.303030303030303, 'support': 18}, 'P': {'precision': 0.47058823529411764, 'recall': 0.6153846153846154, 'f1-score': 0.5333333333333333, 'support': 13}, 'micro avg': {'precision': 0.40625, 'recall': 0.41935483870967744, 'f1-score': 0.4126984126984127, 'support': 31}, 'macro avg': {'precision': 0.4019607843137255, 'recall': 0.4465811965811966, 'f1-score': 0.41818181818181815, 'support': 31}, 'weighted avg': {'precision': 0.3908918406072106, 'recall': 0.41935483870967744, 'f1-score': 0.39960899315738024, 'support': 31}}
Token level accuracy: 0.7524875621890548
Wrong BIO-Encoding 11/42 labels, 26.19%
{'C': {'precision': 0.3333333333333333, 'recall': 0.2777777777777778, 'f1-score': 0.303030303030303, 'support': 18}, 'P': {'precision': 0.47058823529411764, 'recall': 0.6153846153846154, 'f1-score': 0.5333333333333333, 'support': 13}, 'micro avg': {'precision': 0.40625, 'recall': 0.41935483870967744, 'f1-score': 0.4126984126984127, 'support': 31}, 'macro avg': {'precision': 0.4019607843137255, 'recall': 0.4465811965811966, 'f1-score': 0.41818181818181815, 'support': 31}, 'weighted avg': {'precision': 0.3908918406072106, 'recall': 0.41935483870967744, 'f1-score': 0.39960899315738024, 'support': 31}}
Token level accuracy: 0.7524875621890548
Wrong BIO-Encoding 1/32 labels, 3.12%
Dev-Data: Prec: 0.419, Rec: 0.419, F1: 0.4194
{'C': {'precision': 0.24190064794816415, 'recall': 0.10779595765158806, 'f1-score': 0.1491344873501997, 'support': 1039}, 'P': {'precision': 0.1636473429951691, 'recall': 0.22158626328699918, 'f1-score': 0.1882598124348732, 'support': 1223}, 'micro avg': {'precision': 0.1807456347333648, 'recall': 0.16931918656056588, 'f1-score': 0.17484592558776538, 'support': 2262}, 'macro avg': {'precision': 0.20277399547166663, 'recall': 0.16469111046929363, 'f1-score': 0.16869714989253645, 'support': 2262}, 'weighted avg': {'precision': 0.19959127926668185, 'recall': 0.16931918656056588, 'f1-score': 0.17028845400738613, 'support': 2262}}
Token level accuracy: 0.5303315395326083
Wrong BIO-Encoding 1594/3634 labels, 43.86%
{'C': {'precision': 0.24190064794816415, 'recall': 0.10779595765158806, 'f1-score': 0.1491344873501997, 'support': 1039}, 'P': {'precision': 0.1636473429951691, 'recall': 0.22158626328699918, 'f1-score': 0.1882598124348732, 'support': 1223}, 'micro avg': {'precision': 0.1807456347333648, 'recall': 0.16931918656056588, 'f1-score': 0.17484592558776538, 'support': 2262}, 'macro avg': {'precision': 0.20277399547166663, 'recall': 0.16469111046929363, 'f1-score': 0.16869714989253645, 'support': 2262}, 'weighted avg': {'precision': 0.19959127926668185, 'recall': 0.16931918656056588, 'f1-score': 0.17028845400738613, 'support': 2262}}
Token level accuracy: 0.5303315395326083
Wrong BIO-Encoding 79/2119 labels, 3.73%
Test-Data: Prec: 0.188, Rec: 0.169, F1: 0.1781

Scores from epoch with best dev-scores:
  Dev-Score: 0.4194
  Test-Score 0.1781

11.68 sec for evaluation

--------- Epoch 18 -----------
521.79 sec for training (9229.73 total)
-- cmv_modes1 --
{'C': {'precision': 0.25, 'recall': 0.2777777777777778, 'f1-score': 0.2631578947368421, 'support': 18}, 'P': {'precision': 0.5384615384615384, 'recall': 0.5384615384615384, 'f1-score': 0.5384615384615384, 'support': 13}, 'micro avg': {'precision': 0.36363636363636365, 'recall': 0.3870967741935484, 'f1-score': 0.37500000000000006, 'support': 31}, 'macro avg': {'precision': 0.3942307692307692, 'recall': 0.4081196581196581, 'f1-score': 0.4008097165991903, 'support': 31}, 'weighted avg': {'precision': 0.3709677419354839, 'recall': 0.3870967741935484, 'f1-score': 0.3786078098471986, 'support': 31}}
Token level accuracy: 0.7748756218905473
{'C': {'precision': 0.25, 'recall': 0.2777777777777778, 'f1-score': 0.2631578947368421, 'support': 18}, 'P': {'precision': 0.5384615384615384, 'recall': 0.5384615384615384, 'f1-score': 0.5384615384615384, 'support': 13}, 'micro avg': {'precision': 0.36363636363636365, 'recall': 0.3870967741935484, 'f1-score': 0.37500000000000006, 'support': 31}, 'macro avg': {'precision': 0.3942307692307692, 'recall': 0.4081196581196581, 'f1-score': 0.4008097165991903, 'support': 31}, 'weighted avg': {'precision': 0.3709677419354839, 'recall': 0.3870967741935484, 'f1-score': 0.3786078098471986, 'support': 31}}
Token level accuracy: 0.7748756218905473
Dev-Data: Prec: 0.364, Rec: 0.387, F1: 0.3750
{'C': {'precision': 0.19008264462809918, 'recall': 0.15495668912415783, 'f1-score': 0.17073170731707316, 'support': 1039}, 'P': {'precision': 0.17464114832535885, 'recall': 0.17906786590351595, 'f1-score': 0.1768268066209124, 'support': 1223}, 'micro avg': {'precision': 0.1808662541646835, 'recall': 0.16799292661361626, 'f1-score': 0.17419206967682785, 'support': 2262}, 'macro avg': {'precision': 0.182361896476729, 'recall': 0.1670122775138369, 'f1-score': 0.17377925696899277, 'support': 2262}, 'weighted avg': {'precision': 0.18173386037599862, 'recall': 0.16799292661361626, 'f1-score': 0.17402715667542656, 'support': 2262}}
Token level accuracy: 0.5337560681895157
Wrong BIO-Encoding 2263/4235 labels, 53.44%
{'C': {'precision': 0.19008264462809918, 'recall': 0.15495668912415783, 'f1-score': 0.17073170731707316, 'support': 1039}, 'P': {'precision': 0.17464114832535885, 'recall': 0.17906786590351595, 'f1-score': 0.1768268066209124, 'support': 1223}, 'micro avg': {'precision': 0.1808662541646835, 'recall': 0.16799292661361626, 'f1-score': 0.17419206967682785, 'support': 2262}, 'macro avg': {'precision': 0.182361896476729, 'recall': 0.1670122775138369, 'f1-score': 0.17377925696899277, 'support': 2262}, 'weighted avg': {'precision': 0.18173386037599862, 'recall': 0.16799292661361626, 'f1-score': 0.17402715667542656, 'support': 2262}}
Token level accuracy: 0.5337560681895157
Wrong BIO-Encoding 129/2101 labels, 6.14%
Test-Data: Prec: 0.192, Rec: 0.168, F1: 0.1790

Scores from epoch with best dev-scores:
  Dev-Score: 0.4194
  Test-Score 0.1781

11.54 sec for evaluation

--------- Epoch 19 -----------
528.74 sec for training (9758.47 total)
-- cmv_modes1 --
{'C': {'precision': 0.3125, 'recall': 0.2777777777777778, 'f1-score': 0.29411764705882354, 'support': 18}, 'P': {'precision': 0.5384615384615384, 'recall': 0.5384615384615384, 'f1-score': 0.5384615384615384, 'support': 13}, 'micro avg': {'precision': 0.41379310344827586, 'recall': 0.3870967741935484, 'f1-score': 0.39999999999999997, 'support': 31}, 'macro avg': {'precision': 0.4254807692307692, 'recall': 0.4081196581196581, 'f1-score': 0.41628959276018096, 'support': 31}, 'weighted avg': {'precision': 0.40725806451612906, 'recall': 0.3870967741935484, 'f1-score': 0.39658444022770395, 'support': 31}}
Token level accuracy: 0.8097014925373134
{'C': {'precision': 0.3125, 'recall': 0.2777777777777778, 'f1-score': 0.29411764705882354, 'support': 18}, 'P': {'precision': 0.5384615384615384, 'recall': 0.5384615384615384, 'f1-score': 0.5384615384615384, 'support': 13}, 'micro avg': {'precision': 0.41379310344827586, 'recall': 0.3870967741935484, 'f1-score': 0.39999999999999997, 'support': 31}, 'macro avg': {'precision': 0.4254807692307692, 'recall': 0.4081196581196581, 'f1-score': 0.41628959276018096, 'support': 31}, 'weighted avg': {'precision': 0.40725806451612906, 'recall': 0.3870967741935484, 'f1-score': 0.39658444022770395, 'support': 31}}
Token level accuracy: 0.8097014925373134
Dev-Data: Prec: 0.414, Rec: 0.387, F1: 0.4000
{'C': {'precision': 0.2597701149425287, 'recall': 0.10875842155919153, 'f1-score': 0.15332428765264589, 'support': 1039}, 'P': {'precision': 0.17682926829268292, 'recall': 0.2134096484055601, 'f1-score': 0.1934049648017784, 'support': 1223}, 'micro avg': {'precision': 0.19570905285190998, 'recall': 0.16534040671971706, 'f1-score': 0.17924754373352503, 'support': 2262}, 'macro avg': {'precision': 0.21829969161760582, 'recall': 0.1610840349823758, 'f1-score': 0.17336462622721216, 'support': 2262}, 'weighted avg': {'precision': 0.2149263238493539, 'recall': 0.16534040671971706, 'f1-score': 0.1749947863941972, 'support': 2262}}
Token level accuracy: 0.5361268957212207
Wrong BIO-Encoding 1679/3512 labels, 47.81%
{'C': {'precision': 0.2597701149425287, 'recall': 0.10875842155919153, 'f1-score': 0.15332428765264589, 'support': 1039}, 'P': {'precision': 0.17682926829268292, 'recall': 0.2134096484055601, 'f1-score': 0.1934049648017784, 'support': 1223}, 'micro avg': {'precision': 0.19570905285190998, 'recall': 0.16534040671971706, 'f1-score': 0.17924754373352503, 'support': 2262}, 'macro avg': {'precision': 0.21829969161760582, 'recall': 0.1610840349823758, 'f1-score': 0.17336462622721216, 'support': 2262}, 'weighted avg': {'precision': 0.2149263238493539, 'recall': 0.16534040671971706, 'f1-score': 0.1749947863941972, 'support': 2262}}
Token level accuracy: 0.5361268957212207
Wrong BIO-Encoding 78/1911 labels, 4.08%
Test-Data: Prec: 0.204, Rec: 0.165, F1: 0.1827

Scores from epoch with best dev-scores:
  Dev-Score: 0.4194
  Test-Score 0.1781

11.64 sec for evaluation

--------- Epoch 20 -----------
506.80 sec for training (10265.27 total)
-- cmv_modes1 --
{'C': {'precision': 0.3076923076923077, 'recall': 0.2222222222222222, 'f1-score': 0.2580645161290323, 'support': 18}, 'P': {'precision': 0.5, 'recall': 0.6153846153846154, 'f1-score': 0.5517241379310345, 'support': 13}, 'micro avg': {'precision': 0.41379310344827586, 'recall': 0.3870967741935484, 'f1-score': 0.39999999999999997, 'support': 31}, 'macro avg': {'precision': 0.40384615384615385, 'recall': 0.4188034188034188, 'f1-score': 0.40489432703003336, 'support': 31}, 'weighted avg': {'precision': 0.3883374689826303, 'recall': 0.3870967741935484, 'f1-score': 0.38121209946535584, 'support': 31}}
Token level accuracy: 0.7798507462686567
{'C': {'precision': 0.3076923076923077, 'recall': 0.2222222222222222, 'f1-score': 0.2580645161290323, 'support': 18}, 'P': {'precision': 0.5, 'recall': 0.6153846153846154, 'f1-score': 0.5517241379310345, 'support': 13}, 'micro avg': {'precision': 0.41379310344827586, 'recall': 0.3870967741935484, 'f1-score': 0.39999999999999997, 'support': 31}, 'macro avg': {'precision': 0.40384615384615385, 'recall': 0.4188034188034188, 'f1-score': 0.40489432703003336, 'support': 31}, 'weighted avg': {'precision': 0.3883374689826303, 'recall': 0.3870967741935484, 'f1-score': 0.38121209946535584, 'support': 31}}
Token level accuracy: 0.7798507462686567
Dev-Data: Prec: 0.414, Rec: 0.387, F1: 0.4000
{'C': {'precision': 0.21881390593047034, 'recall': 0.10298363811357074, 'f1-score': 0.1400523560209424, 'support': 1039}, 'P': {'precision': 0.18151373074346952, 'recall': 0.22158626328699918, 'f1-score': 0.19955817378497792, 'support': 1223}, 'micro avg': {'precision': 0.19071644803229063, 'recall': 0.16710875331564987, 'f1-score': 0.17813383600377003, 'support': 2262}, 'macro avg': {'precision': 0.20016381833696995, 'recall': 0.16228495070028495, 'f1-score': 0.16980526490296016, 'support': 2262}, 'weighted avg': {'precision': 0.19864674666711843, 'recall': 0.16710875331564987, 'f1-score': 0.17222548383942846, 'support': 2262}}
Token level accuracy: 0.5230873442968427
Wrong BIO-Encoding 863/2791 labels, 30.92%
{'C': {'precision': 0.21881390593047034, 'recall': 0.10298363811357074, 'f1-score': 0.1400523560209424, 'support': 1039}, 'P': {'precision': 0.18151373074346952, 'recall': 0.22158626328699918, 'f1-score': 0.19955817378497792, 'support': 1223}, 'micro avg': {'precision': 0.19071644803229063, 'recall': 0.16710875331564987, 'f1-score': 0.17813383600377003, 'support': 2262}, 'macro avg': {'precision': 0.20016381833696995, 'recall': 0.16228495070028495, 'f1-score': 0.16980526490296016, 'support': 2262}, 'weighted avg': {'precision': 0.19864674666711843, 'recall': 0.16710875331564987, 'f1-score': 0.17222548383942846, 'support': 2262}}
Token level accuracy: 0.5230873442968427
Wrong BIO-Encoding 54/1982 labels, 2.72%
Test-Data: Prec: 0.196, Rec: 0.167, F1: 0.1800

Scores from epoch with best dev-scores:
  Dev-Score: 0.4194
  Test-Score 0.1781

11.63 sec for evaluation

--------- Epoch 21 -----------
509.06 sec for training (10774.33 total)
-- cmv_modes1 --
{'C': {'precision': 0.4, 'recall': 0.3333333333333333, 'f1-score': 0.3636363636363636, 'support': 18}, 'P': {'precision': 0.6923076923076923, 'recall': 0.6923076923076923, 'f1-score': 0.6923076923076923, 'support': 13}, 'micro avg': {'precision': 0.5357142857142857, 'recall': 0.4838709677419355, 'f1-score': 0.5084745762711865, 'support': 31}, 'macro avg': {'precision': 0.5461538461538462, 'recall': 0.5128205128205128, 'f1-score': 0.5279720279720279, 'support': 31}, 'weighted avg': {'precision': 0.5225806451612903, 'recall': 0.4838709677419355, 'f1-score': 0.501466275659824, 'support': 31}}
Token level accuracy: 0.8793532338308457
Wrong BIO-Encoding 11/38 labels, 28.95%
{'C': {'precision': 0.4, 'recall': 0.3333333333333333, 'f1-score': 0.3636363636363636, 'support': 18}, 'P': {'precision': 0.6923076923076923, 'recall': 0.6923076923076923, 'f1-score': 0.6923076923076923, 'support': 13}, 'micro avg': {'precision': 0.5357142857142857, 'recall': 0.4838709677419355, 'f1-score': 0.5084745762711865, 'support': 31}, 'macro avg': {'precision': 0.5461538461538462, 'recall': 0.5128205128205128, 'f1-score': 0.5279720279720279, 'support': 31}, 'weighted avg': {'precision': 0.5225806451612903, 'recall': 0.4838709677419355, 'f1-score': 0.501466275659824, 'support': 31}}
Token level accuracy: 0.8793532338308457
Wrong BIO-Encoding 1/28 labels, 3.57%
Dev-Data: Prec: 0.556, Rec: 0.484, F1: 0.5172
{'C': {'precision': 0.23177570093457944, 'recall': 0.11934552454282965, 'f1-score': 0.15756035578144856, 'support': 1039}, 'P': {'precision': 0.19518072289156627, 'recall': 0.19869174161896974, 'f1-score': 0.19692058346839544, 'support': 1223}, 'micro avg': {'precision': 0.20617977528089887, 'recall': 0.16224580017683465, 'f1-score': 0.18159327065809006, 'support': 2262}, 'macro avg': {'precision': 0.21347821191307287, 'recall': 0.1590186330808997, 'f1-score': 0.17724046962492201, 'support': 2262}, 'weighted avg': {'precision': 0.2119898220015091, 'recall': 0.16224580017683465, 'f1-score': 0.17884132769176514, 'support': 2262}}
Token level accuracy: 0.5234072178527076
Wrong BIO-Encoding 1162/2866 labels, 40.54%
{'C': {'precision': 0.23177570093457944, 'recall': 0.11934552454282965, 'f1-score': 0.15756035578144856, 'support': 1039}, 'P': {'precision': 0.19518072289156627, 'recall': 0.19869174161896974, 'f1-score': 0.19692058346839544, 'support': 1223}, 'micro avg': {'precision': 0.20617977528089887, 'recall': 0.16224580017683465, 'f1-score': 0.18159327065809006, 'support': 2262}, 'macro avg': {'precision': 0.21347821191307287, 'recall': 0.1590186330808997, 'f1-score': 0.17724046962492201, 'support': 2262}, 'weighted avg': {'precision': 0.2119898220015091, 'recall': 0.16224580017683465, 'f1-score': 0.17884132769176514, 'support': 2262}}
Token level accuracy: 0.5234072178527076
Wrong BIO-Encoding 76/1780 labels, 4.27%
Test-Data: Prec: 0.215, Rec: 0.162, F1: 0.1846

Scores from epoch with best dev-scores:
  Dev-Score: 0.5172
  Test-Score 0.1846

12.41 sec for evaluation

--------- Epoch 22 -----------
514.12 sec for training (11288.45 total)
-- cmv_modes1 --
{'C': {'precision': 0.3125, 'recall': 0.2777777777777778, 'f1-score': 0.29411764705882354, 'support': 18}, 'P': {'precision': 0.5714285714285714, 'recall': 0.6153846153846154, 'f1-score': 0.5925925925925927, 'support': 13}, 'micro avg': {'precision': 0.43333333333333335, 'recall': 0.41935483870967744, 'f1-score': 0.4262295081967213, 'support': 31}, 'macro avg': {'precision': 0.4419642857142857, 'recall': 0.4465811965811966, 'f1-score': 0.4433551198257081, 'support': 31}, 'weighted avg': {'precision': 0.4210829493087557, 'recall': 0.41935483870967744, 'f1-score': 0.41928455970201706, 'support': 31}}
Token level accuracy: 0.8271144278606966
{'C': {'precision': 0.3125, 'recall': 0.2777777777777778, 'f1-score': 0.29411764705882354, 'support': 18}, 'P': {'precision': 0.5714285714285714, 'recall': 0.6153846153846154, 'f1-score': 0.5925925925925927, 'support': 13}, 'micro avg': {'precision': 0.43333333333333335, 'recall': 0.41935483870967744, 'f1-score': 0.4262295081967213, 'support': 31}, 'macro avg': {'precision': 0.4419642857142857, 'recall': 0.4465811965811966, 'f1-score': 0.4433551198257081, 'support': 31}, 'weighted avg': {'precision': 0.4210829493087557, 'recall': 0.41935483870967744, 'f1-score': 0.41928455970201706, 'support': 31}}
Token level accuracy: 0.8271144278606966
Dev-Data: Prec: 0.433, Rec: 0.419, F1: 0.4262
{'C': {'precision': 0.20142857142857143, 'recall': 0.13570741097208855, 'f1-score': 0.16216216216216214, 'support': 1039}, 'P': {'precision': 0.18153364632237873, 'recall': 0.18969746524938674, 'f1-score': 0.18552578968412636, 'support': 1223}, 'micro avg': {'precision': 0.18857431749241657, 'recall': 0.16489832007073385, 'f1-score': 0.17594339622641508, 'support': 2262}, 'macro avg': {'precision': 0.1914811088754751, 'recall': 0.16270243811073765, 'f1-score': 0.17384397592314427, 'support': 2262}, 'weighted avg': {'precision': 0.19067194304445395, 'recall': 0.16489832007073385, 'f1-score': 0.1747942207206777, 'support': 2262}}
Token level accuracy: 0.5250818499981184
Wrong BIO-Encoding 1090/3003 labels, 36.30%
{'C': {'precision': 0.20142857142857143, 'recall': 0.13570741097208855, 'f1-score': 0.16216216216216214, 'support': 1039}, 'P': {'precision': 0.18153364632237873, 'recall': 0.18969746524938674, 'f1-score': 0.18552578968412636, 'support': 1223}, 'micro avg': {'precision': 0.18857431749241657, 'recall': 0.16489832007073385, 'f1-score': 0.17594339622641508, 'support': 2262}, 'macro avg': {'precision': 0.1914811088754751, 'recall': 0.16270243811073765, 'f1-score': 0.17384397592314427, 'support': 2262}, 'weighted avg': {'precision': 0.19067194304445395, 'recall': 0.16489832007073385, 'f1-score': 0.1747942207206777, 'support': 2262}}
Token level accuracy: 0.5250818499981184
Wrong BIO-Encoding 65/1978 labels, 3.29%
Test-Data: Prec: 0.193, Rec: 0.163, F1: 0.1768

Scores from epoch with best dev-scores:
  Dev-Score: 0.5172
  Test-Score 0.1846

11.61 sec for evaluation

--------- Epoch 23 -----------
508.34 sec for training (11796.79 total)
-- cmv_modes1 --
{'C': {'precision': 0.2777777777777778, 'recall': 0.2777777777777778, 'f1-score': 0.2777777777777778, 'support': 18}, 'P': {'precision': 0.8181818181818182, 'recall': 0.6923076923076923, 'f1-score': 0.7500000000000001, 'support': 13}, 'micro avg': {'precision': 0.4827586206896552, 'recall': 0.45161290322580644, 'f1-score': 0.4666666666666667, 'support': 31}, 'macro avg': {'precision': 0.547979797979798, 'recall': 0.48504273504273504, 'f1-score': 0.513888888888889, 'support': 31}, 'weighted avg': {'precision': 0.5043988269794721, 'recall': 0.45161290322580644, 'f1-score': 0.4758064516129033, 'support': 31}}
Token level accuracy: 0.8631840796019901
{'C': {'precision': 0.2777777777777778, 'recall': 0.2777777777777778, 'f1-score': 0.2777777777777778, 'support': 18}, 'P': {'precision': 0.8181818181818182, 'recall': 0.6923076923076923, 'f1-score': 0.7500000000000001, 'support': 13}, 'micro avg': {'precision': 0.4827586206896552, 'recall': 0.45161290322580644, 'f1-score': 0.4666666666666667, 'support': 31}, 'macro avg': {'precision': 0.547979797979798, 'recall': 0.48504273504273504, 'f1-score': 0.513888888888889, 'support': 31}, 'weighted avg': {'precision': 0.5043988269794721, 'recall': 0.45161290322580644, 'f1-score': 0.4758064516129033, 'support': 31}}
Token level accuracy: 0.8631840796019901
Dev-Data: Prec: 0.483, Rec: 0.452, F1: 0.4667
{'C': {'precision': 0.19953325554259044, 'recall': 0.1645813282001925, 'f1-score': 0.18037974683544306, 'support': 1039}, 'P': {'precision': 0.17302052785923755, 'recall': 0.1929681112019624, 'f1-score': 0.18245071511403171, 'support': 1223}, 'micro avg': {'precision': 0.18325078793336336, 'recall': 0.1799292661361627, 'f1-score': 0.1815748382779389, 'support': 2262}, 'macro avg': {'precision': 0.186276891700914, 'recall': 0.17877471970107744, 'f1-score': 0.18141523097473738, 'support': 2262}, 'weighted avg': {'precision': 0.18519856679071575, 'recall': 0.1799292661361627, 'f1-score': 0.18149946133796913, 'support': 2262}}
Token level accuracy: 0.5553569412561623
Wrong BIO-Encoding 1390/3529 labels, 39.39%
{'C': {'precision': 0.19953325554259044, 'recall': 0.1645813282001925, 'f1-score': 0.18037974683544306, 'support': 1039}, 'P': {'precision': 0.17302052785923755, 'recall': 0.1929681112019624, 'f1-score': 0.18245071511403171, 'support': 1223}, 'micro avg': {'precision': 0.18325078793336336, 'recall': 0.1799292661361627, 'f1-score': 0.1815748382779389, 'support': 2262}, 'macro avg': {'precision': 0.186276891700914, 'recall': 0.17877471970107744, 'f1-score': 0.18141523097473738, 'support': 2262}, 'weighted avg': {'precision': 0.18519856679071575, 'recall': 0.1799292661361627, 'f1-score': 0.18149946133796913, 'support': 2262}}
Token level accuracy: 0.5553569412561623
Wrong BIO-Encoding 82/2221 labels, 3.69%
Test-Data: Prec: 0.190, Rec: 0.179, F1: 0.1845

Scores from epoch with best dev-scores:
  Dev-Score: 0.5172
  Test-Score 0.1846

11.37 sec for evaluation

--------- Epoch 24 -----------
510.28 sec for training (12307.07 total)
-- cmv_modes1 --
{'C': {'precision': 0.26666666666666666, 'recall': 0.2222222222222222, 'f1-score': 0.2424242424242424, 'support': 18}, 'P': {'precision': 0.6923076923076923, 'recall': 0.6923076923076923, 'f1-score': 0.6923076923076923, 'support': 13}, 'micro avg': {'precision': 0.4642857142857143, 'recall': 0.41935483870967744, 'f1-score': 0.44067796610169496, 'support': 31}, 'macro avg': {'precision': 0.47948717948717945, 'recall': 0.45726495726495725, 'f1-score': 0.46736596736596736, 'support': 31}, 'weighted avg': {'precision': 0.44516129032258067, 'recall': 0.41935483870967744, 'f1-score': 0.4310850439882698, 'support': 31}}
Token level accuracy: 0.8519900497512438
{'C': {'precision': 0.26666666666666666, 'recall': 0.2222222222222222, 'f1-score': 0.2424242424242424, 'support': 18}, 'P': {'precision': 0.6923076923076923, 'recall': 0.6923076923076923, 'f1-score': 0.6923076923076923, 'support': 13}, 'micro avg': {'precision': 0.4642857142857143, 'recall': 0.41935483870967744, 'f1-score': 0.44067796610169496, 'support': 31}, 'macro avg': {'precision': 0.47948717948717945, 'recall': 0.45726495726495725, 'f1-score': 0.46736596736596736, 'support': 31}, 'weighted avg': {'precision': 0.44516129032258067, 'recall': 0.41935483870967744, 'f1-score': 0.4310850439882698, 'support': 31}}
Token level accuracy: 0.8519900497512438
Dev-Data: Prec: 0.464, Rec: 0.419, F1: 0.4407
{'C': {'precision': 0.17976190476190476, 'recall': 0.1453320500481232, 'f1-score': 0.16072378924960085, 'support': 1039}, 'P': {'precision': 0.1811646297627606, 'recall': 0.20605069501226492, 'f1-score': 0.19280795715378732, 'support': 1223}, 'micro avg': {'precision': 0.18063648588077094, 'recall': 0.1781609195402299, 'f1-score': 0.1793901624749611, 'support': 2262}, 'macro avg': {'precision': 0.1804632672623327, 'recall': 0.17569137253019407, 'f1-score': 0.17676587320169407, 'support': 2262}, 'weighted avg': {'precision': 0.18052031885387945, 'recall': 0.1781609195402299, 'f1-score': 0.1780707995709183, 'support': 2262}}
Token level accuracy: 0.5260791028487563
Wrong BIO-Encoding 1206/3363 labels, 35.86%
{'C': {'precision': 0.17976190476190476, 'recall': 0.1453320500481232, 'f1-score': 0.16072378924960085, 'support': 1039}, 'P': {'precision': 0.1811646297627606, 'recall': 0.20605069501226492, 'f1-score': 0.19280795715378732, 'support': 1223}, 'micro avg': {'precision': 0.18063648588077094, 'recall': 0.1781609195402299, 'f1-score': 0.1793901624749611, 'support': 2262}, 'macro avg': {'precision': 0.1804632672623327, 'recall': 0.17569137253019407, 'f1-score': 0.17676587320169407, 'support': 2262}, 'weighted avg': {'precision': 0.18052031885387945, 'recall': 0.1781609195402299, 'f1-score': 0.1780707995709183, 'support': 2262}}
Token level accuracy: 0.5260791028487563
Wrong BIO-Encoding 74/2231 labels, 3.32%
Test-Data: Prec: 0.186, Rec: 0.178, F1: 0.1819

Scores from epoch with best dev-scores:
  Dev-Score: 0.5172
  Test-Score 0.1846

11.48 sec for evaluation

--------- Epoch 25 -----------
507.69 sec for training (12814.76 total)
-- cmv_modes1 --
{'C': {'precision': 0.38461538461538464, 'recall': 0.2777777777777778, 'f1-score': 0.3225806451612903, 'support': 18}, 'P': {'precision': 0.6, 'recall': 0.6923076923076923, 'f1-score': 0.6428571428571429, 'support': 13}, 'micro avg': {'precision': 0.5, 'recall': 0.45161290322580644, 'f1-score': 0.47457627118644063, 'support': 31}, 'macro avg': {'precision': 0.49230769230769234, 'recall': 0.48504273504273504, 'f1-score': 0.48271889400921664, 'support': 31}, 'weighted avg': {'precision': 0.47493796526054594, 'recall': 0.45161290322580644, 'f1-score': 0.45689014419503493, 'support': 31}}
Token level accuracy: 0.835820895522388
{'C': {'precision': 0.38461538461538464, 'recall': 0.2777777777777778, 'f1-score': 0.3225806451612903, 'support': 18}, 'P': {'precision': 0.6, 'recall': 0.6923076923076923, 'f1-score': 0.6428571428571429, 'support': 13}, 'micro avg': {'precision': 0.5, 'recall': 0.45161290322580644, 'f1-score': 0.47457627118644063, 'support': 31}, 'macro avg': {'precision': 0.49230769230769234, 'recall': 0.48504273504273504, 'f1-score': 0.48271889400921664, 'support': 31}, 'weighted avg': {'precision': 0.47493796526054594, 'recall': 0.45161290322580644, 'f1-score': 0.45689014419503493, 'support': 31}}
Token level accuracy: 0.835820895522388
Dev-Data: Prec: 0.500, Rec: 0.452, F1: 0.4746
{'C': {'precision': 0.25245098039215685, 'recall': 0.09913378248315688, 'f1-score': 0.14236351071181758, 'support': 1039}, 'P': {'precision': 0.1685082872928177, 'recall': 0.24938675388389206, 'f1-score': 0.20112100230794594, 'support': 1223}, 'micro avg': {'precision': 0.18394950405770966, 'recall': 0.18037135278514588, 'f1-score': 0.18214285714285716, 'support': 2262}, 'macro avg': {'precision': 0.21047963384248727, 'recall': 0.17426026818352447, 'f1-score': 0.17174225650988176, 'support': 2262}, 'weighted avg': {'precision': 0.20706551900378736, 'recall': 0.18037135278514588, 'f1-score': 0.1741320395456217, 'support': 2262}}
Token level accuracy: 0.5255898844691981
Wrong BIO-Encoding 832/3002 labels, 27.71%
{'C': {'precision': 0.25245098039215685, 'recall': 0.09913378248315688, 'f1-score': 0.14236351071181758, 'support': 1039}, 'P': {'precision': 0.1685082872928177, 'recall': 0.24938675388389206, 'f1-score': 0.20112100230794594, 'support': 1223}, 'micro avg': {'precision': 0.18394950405770966, 'recall': 0.18037135278514588, 'f1-score': 0.18214285714285716, 'support': 2262}, 'macro avg': {'precision': 0.21047963384248727, 'recall': 0.17426026818352447, 'f1-score': 0.17174225650988176, 'support': 2262}, 'weighted avg': {'precision': 0.20706551900378736, 'recall': 0.18037135278514588, 'f1-score': 0.1741320395456217, 'support': 2262}}
Token level accuracy: 0.5255898844691981
Wrong BIO-Encoding 48/2218 labels, 2.16%
Test-Data: Prec: 0.188, Rec: 0.180, F1: 0.1841

Scores from epoch with best dev-scores:
  Dev-Score: 0.5172
  Test-Score 0.1846

11.02 sec for evaluation

--------- Epoch 26 -----------
503.73 sec for training (13318.49 total)
-- cmv_modes1 --
{'C': {'precision': 0.25, 'recall': 0.2222222222222222, 'f1-score': 0.23529411764705882, 'support': 18}, 'P': {'precision': 0.8, 'recall': 0.6153846153846154, 'f1-score': 0.6956521739130435, 'support': 13}, 'micro avg': {'precision': 0.46153846153846156, 'recall': 0.3870967741935484, 'f1-score': 0.42105263157894735, 'support': 31}, 'macro avg': {'precision': 0.525, 'recall': 0.4188034188034188, 'f1-score': 0.46547314578005117, 'support': 31}, 'weighted avg': {'precision': 0.4806451612903226, 'recall': 0.3870967741935484, 'f1-score': 0.42834749608118144, 'support': 31}}
Token level accuracy: 0.8582089552238806
{'C': {'precision': 0.25, 'recall': 0.2222222222222222, 'f1-score': 0.23529411764705882, 'support': 18}, 'P': {'precision': 0.8, 'recall': 0.6153846153846154, 'f1-score': 0.6956521739130435, 'support': 13}, 'micro avg': {'precision': 0.46153846153846156, 'recall': 0.3870967741935484, 'f1-score': 0.42105263157894735, 'support': 31}, 'macro avg': {'precision': 0.525, 'recall': 0.4188034188034188, 'f1-score': 0.46547314578005117, 'support': 31}, 'weighted avg': {'precision': 0.4806451612903226, 'recall': 0.3870967741935484, 'f1-score': 0.42834749608118144, 'support': 31}}
Token level accuracy: 0.8582089552238806
Dev-Data: Prec: 0.462, Rec: 0.387, F1: 0.4211
{'C': {'precision': 0.191027496382055, 'recall': 0.12704523580365737, 'f1-score': 0.15260115606936417, 'support': 1039}, 'P': {'precision': 0.17524235645041014, 'recall': 0.19215044971381848, 'f1-score': 0.1833073322932917, 'support': 1223}, 'micro avg': {'precision': 0.18061023622047245, 'recall': 0.16224580017683465, 'f1-score': 0.17093619003260363, 'support': 2262}, 'macro avg': {'precision': 0.18313492641623258, 'recall': 0.15959784275873792, 'f1-score': 0.16795424418132793, 'support': 2262}, 'weighted avg': {'precision': 0.1824929136515503, 'recall': 0.16224580017683465, 'f1-score': 0.1692031249119209, 'support': 2262}}
Token level accuracy: 0.5058141722801339
Wrong BIO-Encoding 1607/3543 labels, 45.36%
{'C': {'precision': 0.191027496382055, 'recall': 0.12704523580365737, 'f1-score': 0.15260115606936417, 'support': 1039}, 'P': {'precision': 0.17524235645041014, 'recall': 0.19215044971381848, 'f1-score': 0.1833073322932917, 'support': 1223}, 'micro avg': {'precision': 0.18061023622047245, 'recall': 0.16224580017683465, 'f1-score': 0.17093619003260363, 'support': 2262}, 'macro avg': {'precision': 0.18313492641623258, 'recall': 0.15959784275873792, 'f1-score': 0.16795424418132793, 'support': 2262}, 'weighted avg': {'precision': 0.1824929136515503, 'recall': 0.16224580017683465, 'f1-score': 0.1692031249119209, 'support': 2262}}
Token level accuracy: 0.5058141722801339
Wrong BIO-Encoding 96/2032 labels, 4.72%
Test-Data: Prec: 0.190, Rec: 0.162, F1: 0.1748

Scores from epoch with best dev-scores:
  Dev-Score: 0.5172
  Test-Score 0.1846

11.58 sec for evaluation

--------- Epoch 27 -----------
508.77 sec for training (13827.26 total)
-- cmv_modes1 --
{'C': {'precision': 0.2857142857142857, 'recall': 0.2222222222222222, 'f1-score': 0.25, 'support': 18}, 'P': {'precision': 0.7692307692307693, 'recall': 0.7692307692307693, 'f1-score': 0.7692307692307693, 'support': 13}, 'micro avg': {'precision': 0.5185185185185185, 'recall': 0.45161290322580644, 'f1-score': 0.48275862068965514, 'support': 31}, 'macro avg': {'precision': 0.5274725274725275, 'recall': 0.49572649572649574, 'f1-score': 0.5096153846153846, 'support': 31}, 'weighted avg': {'precision': 0.48847926267281105, 'recall': 0.45161290322580644, 'f1-score': 0.46774193548387094, 'support': 31}}
Token level accuracy: 0.8134328358208955
{'C': {'precision': 0.2857142857142857, 'recall': 0.2222222222222222, 'f1-score': 0.25, 'support': 18}, 'P': {'precision': 0.7692307692307693, 'recall': 0.7692307692307693, 'f1-score': 0.7692307692307693, 'support': 13}, 'micro avg': {'precision': 0.5185185185185185, 'recall': 0.45161290322580644, 'f1-score': 0.48275862068965514, 'support': 31}, 'macro avg': {'precision': 0.5274725274725275, 'recall': 0.49572649572649574, 'f1-score': 0.5096153846153846, 'support': 31}, 'weighted avg': {'precision': 0.48847926267281105, 'recall': 0.45161290322580644, 'f1-score': 0.46774193548387094, 'support': 31}}
Token level accuracy: 0.8134328358208955
Dev-Data: Prec: 0.519, Rec: 0.452, F1: 0.4828
{'C': {'precision': 0.2457002457002457, 'recall': 0.09624639076034648, 'f1-score': 0.13831258644536654, 'support': 1039}, 'P': {'precision': 0.1822139303482587, 'recall': 0.23957481602616518, 'f1-score': 0.20699399505475097, 'support': 1223}, 'micro avg': {'precision': 0.19503722084367245, 'recall': 0.17374005305039789, 'f1-score': 0.18377367313537527, 'support': 2262}, 'macro avg': {'precision': 0.2139570880242522, 'recall': 0.16791060339325584, 'f1-score': 0.17265329075005875, 'support': 2262}, 'weighted avg': {'precision': 0.21137497440250913, 'recall': 0.17374005305039789, 'f1-score': 0.17544669905777907, 'support': 2262}}
Token level accuracy: 0.5201708501110149
Wrong BIO-Encoding 535/2517 labels, 21.26%
{'C': {'precision': 0.2457002457002457, 'recall': 0.09624639076034648, 'f1-score': 0.13831258644536654, 'support': 1039}, 'P': {'precision': 0.1822139303482587, 'recall': 0.23957481602616518, 'f1-score': 0.20699399505475097, 'support': 1223}, 'micro avg': {'precision': 0.19503722084367245, 'recall': 0.17374005305039789, 'f1-score': 0.18377367313537527, 'support': 2262}, 'macro avg': {'precision': 0.2139570880242522, 'recall': 0.16791060339325584, 'f1-score': 0.17265329075005875, 'support': 2262}, 'weighted avg': {'precision': 0.21137497440250913, 'recall': 0.17374005305039789, 'f1-score': 0.17544669905777907, 'support': 2262}}
Token level accuracy: 0.5201708501110149
Wrong BIO-Encoding 33/2015 labels, 1.64%
Test-Data: Prec: 0.198, Rec: 0.174, F1: 0.1852

Scores from epoch with best dev-scores:
  Dev-Score: 0.5172
  Test-Score 0.1846

11.54 sec for evaluation

--------- Epoch 28 -----------
514.59 sec for training (14341.85 total)
-- cmv_modes1 --
{'C': {'precision': 0.3076923076923077, 'recall': 0.2222222222222222, 'f1-score': 0.2580645161290323, 'support': 18}, 'P': {'precision': 0.75, 'recall': 0.6923076923076923, 'f1-score': 0.7199999999999999, 'support': 13}, 'micro avg': {'precision': 0.52, 'recall': 0.41935483870967744, 'f1-score': 0.46428571428571425, 'support': 31}, 'macro avg': {'precision': 0.5288461538461539, 'recall': 0.45726495726495725, 'f1-score': 0.4890322580645161, 'support': 31}, 'weighted avg': {'precision': 0.49317617866004965, 'recall': 0.41935483870967744, 'f1-score': 0.4517793964620187, 'support': 31}}
Token level accuracy: 0.8942786069651741
Wrong BIO-Encoding 34/58 labels, 58.62%
{'C': {'precision': 0.3076923076923077, 'recall': 0.2222222222222222, 'f1-score': 0.2580645161290323, 'support': 18}, 'P': {'precision': 0.75, 'recall': 0.6923076923076923, 'f1-score': 0.7199999999999999, 'support': 13}, 'micro avg': {'precision': 0.52, 'recall': 0.41935483870967744, 'f1-score': 0.46428571428571425, 'support': 31}, 'macro avg': {'precision': 0.5288461538461539, 'recall': 0.45726495726495725, 'f1-score': 0.4890322580645161, 'support': 31}, 'weighted avg': {'precision': 0.49317617866004965, 'recall': 0.41935483870967744, 'f1-score': 0.4517793964620187, 'support': 31}}
Token level accuracy: 0.8942786069651741
Wrong BIO-Encoding 1/25 labels, 4.00%
Dev-Data: Prec: 0.542, Rec: 0.419, F1: 0.4727
{'C': {'precision': 0.2521551724137931, 'recall': 0.1126082771896054, 'f1-score': 0.15568862275449102, 'support': 1039}, 'P': {'precision': 0.18840579710144928, 'recall': 0.19133278822567457, 'f1-score': 0.1898580121703854, 'support': 1223}, 'micro avg': {'precision': 0.20574443141852286, 'recall': 0.15517241379310345, 'f1-score': 0.17691532258064516, 'support': 2262}, 'macro avg': {'precision': 0.2202804847576212, 'recall': 0.15197053270764, 'f1-score': 0.1727733174624382, 'support': 2262}, 'weighted avg': {'precision': 0.2176876719686134, 'recall': 0.15517241379310345, 'f1-score': 0.17416305390198827, 'support': 2262}}
Token level accuracy: 0.5047040228803673
Wrong BIO-Encoding 857/2514 labels, 34.09%
{'C': {'precision': 0.2521551724137931, 'recall': 0.1126082771896054, 'f1-score': 0.15568862275449102, 'support': 1039}, 'P': {'precision': 0.18840579710144928, 'recall': 0.19133278822567457, 'f1-score': 0.1898580121703854, 'support': 1223}, 'micro avg': {'precision': 0.20574443141852286, 'recall': 0.15517241379310345, 'f1-score': 0.17691532258064516, 'support': 2262}, 'macro avg': {'precision': 0.2202804847576212, 'recall': 0.15197053270764, 'f1-score': 0.1727733174624382, 'support': 2262}, 'weighted avg': {'precision': 0.2176876719686134, 'recall': 0.15517241379310345, 'f1-score': 0.17416305390198827, 'support': 2262}}
Token level accuracy: 0.5047040228803673
Wrong BIO-Encoding 49/1706 labels, 2.87%
Test-Data: Prec: 0.212, Rec: 0.155, F1: 0.1791

Scores from epoch with best dev-scores:
  Dev-Score: 0.5172
  Test-Score 0.1846

11.48 sec for evaluation

--------- Epoch 29 -----------
518.17 sec for training (14860.02 total)
-- cmv_modes1 --
{'C': {'precision': 0.5384615384615384, 'recall': 0.3888888888888889, 'f1-score': 0.45161290322580644, 'support': 18}, 'P': {'precision': 0.6923076923076923, 'recall': 0.6923076923076923, 'f1-score': 0.6923076923076923, 'support': 13}, 'micro avg': {'precision': 0.6153846153846154, 'recall': 0.5161290322580645, 'f1-score': 0.5614035087719298, 'support': 31}, 'macro avg': {'precision': 0.6153846153846154, 'recall': 0.5405982905982906, 'f1-score': 0.5719602977667494, 'support': 31}, 'weighted avg': {'precision': 0.6029776674937966, 'recall': 0.5161290322580645, 'f1-score': 0.5525494276795005, 'support': 31}}
Token level accuracy: 0.818407960199005
{'C': {'precision': 0.5384615384615384, 'recall': 0.3888888888888889, 'f1-score': 0.45161290322580644, 'support': 18}, 'P': {'precision': 0.6923076923076923, 'recall': 0.6923076923076923, 'f1-score': 0.6923076923076923, 'support': 13}, 'micro avg': {'precision': 0.6153846153846154, 'recall': 0.5161290322580645, 'f1-score': 0.5614035087719298, 'support': 31}, 'macro avg': {'precision': 0.6153846153846154, 'recall': 0.5405982905982906, 'f1-score': 0.5719602977667494, 'support': 31}, 'weighted avg': {'precision': 0.6029776674937966, 'recall': 0.5161290322580645, 'f1-score': 0.5525494276795005, 'support': 31}}
Token level accuracy: 0.818407960199005
Dev-Data: Prec: 0.615, Rec: 0.516, F1: 0.5614
{'C': {'precision': 0.20105820105820105, 'recall': 0.109720885466795, 'f1-score': 0.14196762141967623, 'support': 1039}, 'P': {'precision': 0.158223889931207, 'recall': 0.20686835650040883, 'f1-score': 0.17930545712260806, 'support': 1223}, 'micro avg': {'precision': 0.16943674976915973, 'recall': 0.16224580017683465, 'f1-score': 0.16576332429990967, 'support': 2262}, 'macro avg': {'precision': 0.17964104549470403, 'recall': 0.15829462098360192, 'f1-score': 0.16063653927114213, 'support': 2262}, 'weighted avg': {'precision': 0.17789888960448144, 'recall': 0.16224580017683465, 'f1-score': 0.16215514266843203, 'support': 2262}}
Token level accuracy: 0.5165957927219358
Wrong BIO-Encoding 449/2588 labels, 17.35%
{'C': {'precision': 0.20105820105820105, 'recall': 0.109720885466795, 'f1-score': 0.14196762141967623, 'support': 1039}, 'P': {'precision': 0.158223889931207, 'recall': 0.20686835650040883, 'f1-score': 0.17930545712260806, 'support': 1223}, 'micro avg': {'precision': 0.16943674976915973, 'recall': 0.16224580017683465, 'f1-score': 0.16576332429990967, 'support': 2262}, 'macro avg': {'precision': 0.17964104549470403, 'recall': 0.15829462098360192, 'f1-score': 0.16063653927114213, 'support': 2262}, 'weighted avg': {'precision': 0.17789888960448144, 'recall': 0.16224580017683465, 'f1-score': 0.16215514266843203, 'support': 2262}}
Token level accuracy: 0.5165957927219358
Wrong BIO-Encoding 27/2166 labels, 1.25%
Test-Data: Prec: 0.172, Rec: 0.162, F1: 0.1668

Scores from epoch with best dev-scores:
  Dev-Score: 0.5614
  Test-Score 0.1668

12.28 sec for evaluation

--------- Epoch 30 -----------
518.36 sec for training (15378.38 total)
-- cmv_modes1 --
{'C': {'precision': 0.3125, 'recall': 0.2777777777777778, 'f1-score': 0.29411764705882354, 'support': 18}, 'P': {'precision': 0.7272727272727273, 'recall': 0.6153846153846154, 'f1-score': 0.6666666666666667, 'support': 13}, 'micro avg': {'precision': 0.48148148148148145, 'recall': 0.41935483870967744, 'f1-score': 0.4482758620689655, 'support': 31}, 'macro avg': {'precision': 0.5198863636363636, 'recall': 0.4465811965811966, 'f1-score': 0.48039215686274517, 'support': 31}, 'weighted avg': {'precision': 0.4864369501466276, 'recall': 0.41935483870967744, 'f1-score': 0.45034788108791907, 'support': 31}}
Token level accuracy: 0.8967661691542289
{'C': {'precision': 0.3125, 'recall': 0.2777777777777778, 'f1-score': 0.29411764705882354, 'support': 18}, 'P': {'precision': 0.7272727272727273, 'recall': 0.6153846153846154, 'f1-score': 0.6666666666666667, 'support': 13}, 'micro avg': {'precision': 0.48148148148148145, 'recall': 0.41935483870967744, 'f1-score': 0.4482758620689655, 'support': 31}, 'macro avg': {'precision': 0.5198863636363636, 'recall': 0.4465811965811966, 'f1-score': 0.48039215686274517, 'support': 31}, 'weighted avg': {'precision': 0.4864369501466276, 'recall': 0.41935483870967744, 'f1-score': 0.45034788108791907, 'support': 31}}
Token level accuracy: 0.8967661691542289
Dev-Data: Prec: 0.481, Rec: 0.419, F1: 0.4483
{'C': {'precision': 0.16748768472906403, 'recall': 0.16361886429258904, 'f1-score': 0.1655306718597858, 'support': 1039}, 'P': {'precision': 0.1855840927920464, 'recall': 0.18315617334423548, 'f1-score': 0.18436213991769548, 'support': 1223}, 'micro avg': {'precision': 0.1773177317731773, 'recall': 0.17418213969938107, 'f1-score': 0.17573595004460305, 'support': 2262}, 'macro avg': {'precision': 0.1765358887605552, 'recall': 0.17338751881841225, 'f1-score': 0.17494640588874064, 'support': 2262}, 'weighted avg': {'precision': 0.1772719053572813, 'recall': 0.17418213969938107, 'f1-score': 0.17571231882478291, 'support': 2262}}
Token level accuracy: 0.5055883791818764
Wrong BIO-Encoding 1335/3471 labels, 38.46%
{'C': {'precision': 0.16748768472906403, 'recall': 0.16361886429258904, 'f1-score': 0.1655306718597858, 'support': 1039}, 'P': {'precision': 0.1855840927920464, 'recall': 0.18315617334423548, 'f1-score': 0.18436213991769548, 'support': 1223}, 'micro avg': {'precision': 0.1773177317731773, 'recall': 0.17418213969938107, 'f1-score': 0.17573595004460305, 'support': 2262}, 'macro avg': {'precision': 0.1765358887605552, 'recall': 0.17338751881841225, 'f1-score': 0.17494640588874064, 'support': 2262}, 'weighted avg': {'precision': 0.1772719053572813, 'recall': 0.17418213969938107, 'f1-score': 0.17571231882478291, 'support': 2262}}
Token level accuracy: 0.5055883791818764
Wrong BIO-Encoding 86/2222 labels, 3.87%
Test-Data: Prec: 0.184, Rec: 0.174, F1: 0.1792

Scores from epoch with best dev-scores:
  Dev-Score: 0.5614
  Test-Score 0.1668

11.63 sec for evaluation

--------- Epoch 31 -----------
517.00 sec for training (15895.39 total)
-- cmv_modes1 --
{'C': {'precision': 0.5, 'recall': 0.4444444444444444, 'f1-score': 0.47058823529411764, 'support': 18}, 'P': {'precision': 0.7142857142857143, 'recall': 0.7692307692307693, 'f1-score': 0.7407407407407408, 'support': 13}, 'micro avg': {'precision': 0.6, 'recall': 0.5806451612903226, 'f1-score': 0.5901639344262295, 'support': 31}, 'macro avg': {'precision': 0.6071428571428572, 'recall': 0.6068376068376069, 'f1-score': 0.6056644880174292, 'support': 31}, 'weighted avg': {'precision': 0.5898617511520737, 'recall': 0.5806451612903226, 'f1-score': 0.5838779956427016, 'support': 31}}
Token level accuracy: 0.8967661691542289
{'C': {'precision': 0.5, 'recall': 0.4444444444444444, 'f1-score': 0.47058823529411764, 'support': 18}, 'P': {'precision': 0.7142857142857143, 'recall': 0.7692307692307693, 'f1-score': 0.7407407407407408, 'support': 13}, 'micro avg': {'precision': 0.6, 'recall': 0.5806451612903226, 'f1-score': 0.5901639344262295, 'support': 31}, 'macro avg': {'precision': 0.6071428571428572, 'recall': 0.6068376068376069, 'f1-score': 0.6056644880174292, 'support': 31}, 'weighted avg': {'precision': 0.5898617511520737, 'recall': 0.5806451612903226, 'f1-score': 0.5838779956427016, 'support': 31}}
Token level accuracy: 0.8967661691542289
Dev-Data: Prec: 0.600, Rec: 0.581, F1: 0.5902
{'C': {'precision': 0.20353982300884957, 'recall': 0.13282001924927817, 'f1-score': 0.1607454863133372, 'support': 1039}, 'P': {'precision': 0.17712691771269176, 'recall': 0.20768601798855274, 'f1-score': 0.19119307489649978, 'support': 1223}, 'micro avg': {'precision': 0.1856060606060606, 'recall': 0.17329796640141468, 'f1-score': 0.17924096936442616, 'support': 2262}, 'macro avg': {'precision': 0.19033337036077067, 'recall': 0.17025301861891545, 'f1-score': 0.1759692806049185, 'support': 2262}, 'weighted avg': {'precision': 0.18925910542388008, 'recall': 0.17329796640141468, 'f1-score': 0.17720764406630266, 'support': 2262}}
Token level accuracy: 0.525909758025063
Wrong BIO-Encoding 817/2879 labels, 28.38%
{'C': {'precision': 0.20353982300884957, 'recall': 0.13282001924927817, 'f1-score': 0.1607454863133372, 'support': 1039}, 'P': {'precision': 0.17712691771269176, 'recall': 0.20768601798855274, 'f1-score': 0.19119307489649978, 'support': 1223}, 'micro avg': {'precision': 0.1856060606060606, 'recall': 0.17329796640141468, 'f1-score': 0.17924096936442616, 'support': 2262}, 'macro avg': {'precision': 0.19033337036077067, 'recall': 0.17025301861891545, 'f1-score': 0.1759692806049185, 'support': 2262}, 'weighted avg': {'precision': 0.18925910542388008, 'recall': 0.17329796640141468, 'f1-score': 0.17720764406630266, 'support': 2262}}
Token level accuracy: 0.525909758025063
Wrong BIO-Encoding 50/2112 labels, 2.37%
Test-Data: Prec: 0.190, Rec: 0.173, F1: 0.1813

Scores from epoch with best dev-scores:
  Dev-Score: 0.5902
  Test-Score 0.1813

12.93 sec for evaluation

--------- Epoch 32 -----------
519.50 sec for training (16414.89 total)
-- cmv_modes1 --
{'C': {'precision': 0.3333333333333333, 'recall': 0.2777777777777778, 'f1-score': 0.303030303030303, 'support': 18}, 'P': {'precision': 0.75, 'recall': 0.6923076923076923, 'f1-score': 0.7199999999999999, 'support': 13}, 'micro avg': {'precision': 0.5185185185185185, 'recall': 0.45161290322580644, 'f1-score': 0.48275862068965514, 'support': 31}, 'macro avg': {'precision': 0.5416666666666666, 'recall': 0.48504273504273504, 'f1-score': 0.5115151515151515, 'support': 31}, 'weighted avg': {'precision': 0.5080645161290323, 'recall': 0.45161290322580644, 'f1-score': 0.4778885630498533, 'support': 31}}
Token level accuracy: 0.917910447761194
{'C': {'precision': 0.3333333333333333, 'recall': 0.2777777777777778, 'f1-score': 0.303030303030303, 'support': 18}, 'P': {'precision': 0.75, 'recall': 0.6923076923076923, 'f1-score': 0.7199999999999999, 'support': 13}, 'micro avg': {'precision': 0.5185185185185185, 'recall': 0.45161290322580644, 'f1-score': 0.48275862068965514, 'support': 31}, 'macro avg': {'precision': 0.5416666666666666, 'recall': 0.48504273504273504, 'f1-score': 0.5115151515151515, 'support': 31}, 'weighted avg': {'precision': 0.5080645161290323, 'recall': 0.45161290322580644, 'f1-score': 0.4778885630498533, 'support': 31}}
Token level accuracy: 0.917910447761194
Dev-Data: Prec: 0.519, Rec: 0.452, F1: 0.4828
{'C': {'precision': 0.18018018018018017, 'recall': 0.1347449470644851, 'f1-score': 0.15418502202643172, 'support': 1039}, 'P': {'precision': 0.18472727272727274, 'recall': 0.20768601798855274, 'f1-score': 0.19553502694380293, 'support': 1223}, 'micro avg': {'precision': 0.18308550185873607, 'recall': 0.17418213969938107, 'f1-score': 0.17852288173991845, 'support': 2262}, 'macro avg': {'precision': 0.18245372645372646, 'recall': 0.17121548252651891, 'f1-score': 0.17486002448511734, 'support': 2262}, 'weighted avg': {'precision': 0.18263866567314843, 'recall': 0.17418213969938107, 'f1-score': 0.1765418107151784, 'support': 2262}}
Token level accuracy: 0.504854551612539
Wrong BIO-Encoding 631/2745 labels, 22.99%
{'C': {'precision': 0.18018018018018017, 'recall': 0.1347449470644851, 'f1-score': 0.15418502202643172, 'support': 1039}, 'P': {'precision': 0.18472727272727274, 'recall': 0.20768601798855274, 'f1-score': 0.19553502694380293, 'support': 1223}, 'micro avg': {'precision': 0.18308550185873607, 'recall': 0.17418213969938107, 'f1-score': 0.17852288173991845, 'support': 2262}, 'macro avg': {'precision': 0.18245372645372646, 'recall': 0.17121548252651891, 'f1-score': 0.17486002448511734, 'support': 2262}, 'weighted avg': {'precision': 0.18263866567314843, 'recall': 0.17418213969938107, 'f1-score': 0.1765418107151784, 'support': 2262}}
Token level accuracy: 0.504854551612539
Wrong BIO-Encoding 38/2152 labels, 1.77%
Test-Data: Prec: 0.186, Rec: 0.174, F1: 0.1801

Scores from epoch with best dev-scores:
  Dev-Score: 0.5902
  Test-Score 0.1813

11.08 sec for evaluation

--------- Epoch 33 -----------
500.19 sec for training (16915.07 total)
-- cmv_modes1 --
{'C': {'precision': 0.6153846153846154, 'recall': 0.4444444444444444, 'f1-score': 0.5161290322580646, 'support': 18}, 'P': {'precision': 0.625, 'recall': 0.7692307692307693, 'f1-score': 0.6896551724137931, 'support': 13}, 'micro avg': {'precision': 0.6206896551724138, 'recall': 0.5806451612903226, 'f1-score': 0.6000000000000001, 'support': 31}, 'macro avg': {'precision': 0.6201923076923077, 'recall': 0.6068376068376069, 'f1-score': 0.6028921023359288, 'support': 31}, 'weighted avg': {'precision': 0.6194168734491315, 'recall': 0.5806451612903226, 'f1-score': 0.5888980587749831, 'support': 31}}
Token level accuracy: 0.8283582089552238
{'C': {'precision': 0.6153846153846154, 'recall': 0.4444444444444444, 'f1-score': 0.5161290322580646, 'support': 18}, 'P': {'precision': 0.625, 'recall': 0.7692307692307693, 'f1-score': 0.6896551724137931, 'support': 13}, 'micro avg': {'precision': 0.6206896551724138, 'recall': 0.5806451612903226, 'f1-score': 0.6000000000000001, 'support': 31}, 'macro avg': {'precision': 0.6201923076923077, 'recall': 0.6068376068376069, 'f1-score': 0.6028921023359288, 'support': 31}, 'weighted avg': {'precision': 0.6194168734491315, 'recall': 0.5806451612903226, 'f1-score': 0.5888980587749831, 'support': 31}}
Token level accuracy: 0.8283582089552238
Dev-Data: Prec: 0.621, Rec: 0.581, F1: 0.6000
{'C': {'precision': 0.27011494252873564, 'recall': 0.0904716073147257, 'f1-score': 0.13554434030281182, 'support': 1039}, 'P': {'precision': 0.17124735729386892, 'recall': 0.2649223221586263, 'f1-score': 0.20802568218298553, 'support': 1223}, 'micro avg': {'precision': 0.18660714285714286, 'recall': 0.1847922192749779, 'f1-score': 0.18569524655708577, 'support': 2262}, 'macro avg': {'precision': 0.22068114991130228, 'recall': 0.177696964736676, 'f1-score': 0.1717850112428987, 'support': 2262}, 'weighted avg': {'precision': 0.21666001028194432, 'recall': 0.1847922192749779, 'f1-score': 0.17473297032909496, 'support': 2262}}
Token level accuracy: 0.4904790576901366
Wrong BIO-Encoding 260/2484 labels, 10.47%
{'C': {'precision': 0.27011494252873564, 'recall': 0.0904716073147257, 'f1-score': 0.13554434030281182, 'support': 1039}, 'P': {'precision': 0.17124735729386892, 'recall': 0.2649223221586263, 'f1-score': 0.20802568218298553, 'support': 1223}, 'micro avg': {'precision': 0.18660714285714286, 'recall': 0.1847922192749779, 'f1-score': 0.18569524655708577, 'support': 2262}, 'macro avg': {'precision': 0.22068114991130228, 'recall': 0.177696964736676, 'f1-score': 0.1717850112428987, 'support': 2262}, 'weighted avg': {'precision': 0.21666001028194432, 'recall': 0.1847922192749779, 'f1-score': 0.17473297032909496, 'support': 2262}}
Token level accuracy: 0.4904790576901366
Wrong BIO-Encoding 16/2240 labels, 0.71%
Test-Data: Prec: 0.188, Rec: 0.185, F1: 0.1864

Scores from epoch with best dev-scores:
  Dev-Score: 0.6000
  Test-Score 0.1864

11.02 sec for evaluation

--------- Epoch 34 -----------
454.37 sec for training (17369.44 total)
-- cmv_modes1 --
{'C': {'precision': 0.6, 'recall': 0.5, 'f1-score': 0.5454545454545454, 'support': 18}, 'P': {'precision': 0.6923076923076923, 'recall': 0.6923076923076923, 'f1-score': 0.6923076923076923, 'support': 13}, 'micro avg': {'precision': 0.6428571428571429, 'recall': 0.5806451612903226, 'f1-score': 0.6101694915254238, 'support': 31}, 'macro avg': {'precision': 0.6461538461538461, 'recall': 0.5961538461538461, 'f1-score': 0.6188811188811189, 'support': 31}, 'weighted avg': {'precision': 0.6387096774193547, 'recall': 0.5806451612903226, 'f1-score': 0.6070381231671553, 'support': 31}}
Token level accuracy: 0.8905472636815921
{'C': {'precision': 0.6, 'recall': 0.5, 'f1-score': 0.5454545454545454, 'support': 18}, 'P': {'precision': 0.6923076923076923, 'recall': 0.6923076923076923, 'f1-score': 0.6923076923076923, 'support': 13}, 'micro avg': {'precision': 0.6428571428571429, 'recall': 0.5806451612903226, 'f1-score': 0.6101694915254238, 'support': 31}, 'macro avg': {'precision': 0.6461538461538461, 'recall': 0.5961538461538461, 'f1-score': 0.6188811188811189, 'support': 31}, 'weighted avg': {'precision': 0.6387096774193547, 'recall': 0.5806451612903226, 'f1-score': 0.6070381231671553, 'support': 31}}
Token level accuracy: 0.8905472636815921
Dev-Data: Prec: 0.643, Rec: 0.581, F1: 0.6102
{'C': {'precision': 0.1928721174004193, 'recall': 0.08854667949951876, 'f1-score': 0.12137203166226915, 'support': 1039}, 'P': {'precision': 0.18227529855436833, 'recall': 0.23712183156173344, 'f1-score': 0.20611229566453446, 'support': 1223}, 'micro avg': {'precision': 0.18471953578336556, 'recall': 0.16887709991158267, 'f1-score': 0.1764434180138568, 'support': 2262}, 'macro avg': {'precision': 0.1875737079773938, 'recall': 0.1628342555306261, 'f1-score': 0.1637421636634018, 'support': 2262}, 'weighted avg': {'precision': 0.18714271446110883, 'recall': 0.16887709991158267, 'f1-score': 0.16718871728329943, 'support': 2262}}
Token level accuracy: 0.5138298272682799
Wrong BIO-Encoding 398/2438 labels, 16.32%
{'C': {'precision': 0.1928721174004193, 'recall': 0.08854667949951876, 'f1-score': 0.12137203166226915, 'support': 1039}, 'P': {'precision': 0.18227529855436833, 'recall': 0.23712183156173344, 'f1-score': 0.20611229566453446, 'support': 1223}, 'micro avg': {'precision': 0.18471953578336556, 'recall': 0.16887709991158267, 'f1-score': 0.1764434180138568, 'support': 2262}, 'macro avg': {'precision': 0.1875737079773938, 'recall': 0.1628342555306261, 'f1-score': 0.1637421636634018, 'support': 2262}, 'weighted avg': {'precision': 0.18714271446110883, 'recall': 0.16887709991158267, 'f1-score': 0.16718871728329943, 'support': 2262}}
Token level accuracy: 0.5138298272682799
Wrong BIO-Encoding 28/2068 labels, 1.35%
Test-Data: Prec: 0.187, Rec: 0.169, F1: 0.1776

Scores from epoch with best dev-scores:
  Dev-Score: 0.6102
  Test-Score 0.1776

11.64 sec for evaluation

--------- Epoch 35 -----------
451.19 sec for training (17820.63 total)
-- cmv_modes1 --
{'C': {'precision': 0.4666666666666667, 'recall': 0.3888888888888889, 'f1-score': 0.42424242424242425, 'support': 18}, 'P': {'precision': 0.8181818181818182, 'recall': 0.6923076923076923, 'f1-score': 0.7500000000000001, 'support': 13}, 'micro avg': {'precision': 0.6153846153846154, 'recall': 0.5161290322580645, 'f1-score': 0.5614035087719298, 'support': 31}, 'macro avg': {'precision': 0.6424242424242425, 'recall': 0.5405982905982906, 'f1-score': 0.5871212121212122, 'support': 31}, 'weighted avg': {'precision': 0.6140762463343109, 'recall': 0.5161290322580645, 'f1-score': 0.5608504398826981, 'support': 31}}
Token level accuracy: 0.9253731343283582
{'C': {'precision': 0.4666666666666667, 'recall': 0.3888888888888889, 'f1-score': 0.42424242424242425, 'support': 18}, 'P': {'precision': 0.8181818181818182, 'recall': 0.6923076923076923, 'f1-score': 0.7500000000000001, 'support': 13}, 'micro avg': {'precision': 0.6153846153846154, 'recall': 0.5161290322580645, 'f1-score': 0.5614035087719298, 'support': 31}, 'macro avg': {'precision': 0.6424242424242425, 'recall': 0.5405982905982906, 'f1-score': 0.5871212121212122, 'support': 31}, 'weighted avg': {'precision': 0.6140762463343109, 'recall': 0.5161290322580645, 'f1-score': 0.5608504398826981, 'support': 31}}
Token level accuracy: 0.9253731343283582
Dev-Data: Prec: 0.615, Rec: 0.516, F1: 0.5614
{'C': {'precision': 0.18922470433639949, 'recall': 0.13859480269489893, 'f1-score': 0.16, 'support': 1039}, 'P': {'precision': 0.17754569190600522, 'recall': 0.2224039247751431, 'f1-score': 0.19745916515426498, 'support': 1223}, 'micro avg': {'precision': 0.1814217182730048, 'recall': 0.1839080459770115, 'f1-score': 0.1826564215148189, 'support': 2262}, 'macro avg': {'precision': 0.18338519812120235, 'recall': 0.180499363735021, 'f1-score': 0.1787295825771325, 'support': 2262}, 'weighted avg': {'precision': 0.18291018965807404, 'recall': 0.1839080459770115, 'f1-score': 0.18025312068243415, 'support': 2262}}
Token level accuracy: 0.50730064351033
Wrong BIO-Encoding 541/2798 labels, 19.34%
{'C': {'precision': 0.18922470433639949, 'recall': 0.13859480269489893, 'f1-score': 0.16, 'support': 1039}, 'P': {'precision': 0.17754569190600522, 'recall': 0.2224039247751431, 'f1-score': 0.19745916515426498, 'support': 1223}, 'micro avg': {'precision': 0.1814217182730048, 'recall': 0.1839080459770115, 'f1-score': 0.1826564215148189, 'support': 2262}, 'macro avg': {'precision': 0.18338519812120235, 'recall': 0.180499363735021, 'f1-score': 0.1787295825771325, 'support': 2262}, 'weighted avg': {'precision': 0.18291018965807404, 'recall': 0.1839080459770115, 'f1-score': 0.18025312068243415, 'support': 2262}}
Token level accuracy: 0.50730064351033
Wrong BIO-Encoding 36/2293 labels, 1.57%
Test-Data: Prec: 0.184, Rec: 0.184, F1: 0.1841

Scores from epoch with best dev-scores:
  Dev-Score: 0.6102
  Test-Score 0.1776

11.13 sec for evaluation

--------- Epoch 36 -----------
456.96 sec for training (18277.59 total)
-- cmv_modes1 --
{'C': {'precision': 0.5625, 'recall': 0.5, 'f1-score': 0.5294117647058824, 'support': 18}, 'P': {'precision': 0.9090909090909091, 'recall': 0.7692307692307693, 'f1-score': 0.8333333333333333, 'support': 13}, 'micro avg': {'precision': 0.7037037037037037, 'recall': 0.6129032258064516, 'f1-score': 0.6551724137931035, 'support': 31}, 'macro avg': {'precision': 0.7357954545454546, 'recall': 0.6346153846153846, 'f1-score': 0.6813725490196079, 'support': 31}, 'weighted avg': {'precision': 0.7078445747800587, 'recall': 0.6129032258064516, 'f1-score': 0.6568627450980391, 'support': 31}}
Token level accuracy: 0.945273631840796
{'C': {'precision': 0.5625, 'recall': 0.5, 'f1-score': 0.5294117647058824, 'support': 18}, 'P': {'precision': 0.9090909090909091, 'recall': 0.7692307692307693, 'f1-score': 0.8333333333333333, 'support': 13}, 'micro avg': {'precision': 0.7037037037037037, 'recall': 0.6129032258064516, 'f1-score': 0.6551724137931035, 'support': 31}, 'macro avg': {'precision': 0.7357954545454546, 'recall': 0.6346153846153846, 'f1-score': 0.6813725490196079, 'support': 31}, 'weighted avg': {'precision': 0.7078445747800587, 'recall': 0.6129032258064516, 'f1-score': 0.6568627450980391, 'support': 31}}
Token level accuracy: 0.945273631840796
Dev-Data: Prec: 0.704, Rec: 0.613, F1: 0.6552
{'C': {'precision': 0.184863523573201, 'recall': 0.14340712223291627, 'f1-score': 0.16151761517615176, 'support': 1039}, 'P': {'precision': 0.1865242399342646, 'recall': 0.1856091578086672, 'f1-score': 0.18606557377049182, 'support': 1223}, 'micro avg': {'precision': 0.18586258032624814, 'recall': 0.16622458001768348, 'f1-score': 0.17549591598599767, 'support': 2262}, 'macro avg': {'precision': 0.1856938817537328, 'recall': 0.16450814002079173, 'f1-score': 0.1737915944733218, 'support': 2262}, 'weighted avg': {'precision': 0.18576142636258244, 'recall': 0.16622458001768348, 'f1-score': 0.174790008350722, 'support': 2262}}
Token level accuracy: 0.5057200918225266
Wrong BIO-Encoding 813/2788 labels, 29.16%
{'C': {'precision': 0.184863523573201, 'recall': 0.14340712223291627, 'f1-score': 0.16151761517615176, 'support': 1039}, 'P': {'precision': 0.1865242399342646, 'recall': 0.1856091578086672, 'f1-score': 0.18606557377049182, 'support': 1223}, 'micro avg': {'precision': 0.18586258032624814, 'recall': 0.16622458001768348, 'f1-score': 0.17549591598599767, 'support': 2262}, 'macro avg': {'precision': 0.1856938817537328, 'recall': 0.16450814002079173, 'f1-score': 0.1737915944733218, 'support': 2262}, 'weighted avg': {'precision': 0.18576142636258244, 'recall': 0.16622458001768348, 'f1-score': 0.174790008350722, 'support': 2262}}
Token level accuracy: 0.5057200918225266
Wrong BIO-Encoding 48/2023 labels, 2.37%
Test-Data: Prec: 0.190, Rec: 0.166, F1: 0.1775

Scores from epoch with best dev-scores:
  Dev-Score: 0.6552
  Test-Score 0.1775

11.56 sec for evaluation

--------- Epoch 37 -----------
454.32 sec for training (18731.92 total)
-- cmv_modes1 --
{'C': {'precision': 0.6666666666666666, 'recall': 0.4444444444444444, 'f1-score': 0.5333333333333333, 'support': 18}, 'P': {'precision': 0.6, 'recall': 0.6923076923076923, 'f1-score': 0.6428571428571429, 'support': 13}, 'micro avg': {'precision': 0.6296296296296297, 'recall': 0.5483870967741935, 'f1-score': 0.5862068965517241, 'support': 31}, 'macro avg': {'precision': 0.6333333333333333, 'recall': 0.5683760683760684, 'f1-score': 0.5880952380952381, 'support': 31}, 'weighted avg': {'precision': 0.6387096774193549, 'recall': 0.5483870967741935, 'f1-score': 0.5792626728110598, 'support': 31}}
Token level accuracy: 0.8731343283582089
{'C': {'precision': 0.6666666666666666, 'recall': 0.4444444444444444, 'f1-score': 0.5333333333333333, 'support': 18}, 'P': {'precision': 0.6, 'recall': 0.6923076923076923, 'f1-score': 0.6428571428571429, 'support': 13}, 'micro avg': {'precision': 0.6296296296296297, 'recall': 0.5483870967741935, 'f1-score': 0.5862068965517241, 'support': 31}, 'macro avg': {'precision': 0.6333333333333333, 'recall': 0.5683760683760684, 'f1-score': 0.5880952380952381, 'support': 31}, 'weighted avg': {'precision': 0.6387096774193549, 'recall': 0.5483870967741935, 'f1-score': 0.5792626728110598, 'support': 31}}
Token level accuracy: 0.8731343283582089
Dev-Data: Prec: 0.630, Rec: 0.548, F1: 0.5862
{'C': {'precision': 0.24382716049382716, 'recall': 0.07603464870067372, 'f1-score': 0.11592076302274394, 'support': 1039}, 'P': {'precision': 0.17249555423829283, 'recall': 0.23793949304987735, 'f1-score': 0.2, 'support': 1223}, 'micro avg': {'precision': 0.1839880656389856, 'recall': 0.16357206012378425, 'f1-score': 0.17318043529136437, 'support': 2262}, 'macro avg': {'precision': 0.20816135736606, 'recall': 0.15698707087527553, 'f1-score': 0.15796038151137198, 'support': 2262}, 'weighted avg': {'precision': 0.20526016029465896, 'recall': 0.16357206012378425, 'f1-score': 0.16138004985881121, 'support': 2262}}
Token level accuracy: 0.5142249651902306
Wrong BIO-Encoding 397/2385 labels, 16.65%
{'C': {'precision': 0.24382716049382716, 'recall': 0.07603464870067372, 'f1-score': 0.11592076302274394, 'support': 1039}, 'P': {'precision': 0.17249555423829283, 'recall': 0.23793949304987735, 'f1-score': 0.2, 'support': 1223}, 'micro avg': {'precision': 0.1839880656389856, 'recall': 0.16357206012378425, 'f1-score': 0.17318043529136437, 'support': 2262}, 'macro avg': {'precision': 0.20816135736606, 'recall': 0.15698707087527553, 'f1-score': 0.15796038151137198, 'support': 2262}, 'weighted avg': {'precision': 0.20526016029465896, 'recall': 0.16357206012378425, 'f1-score': 0.16138004985881121, 'support': 2262}}
Token level accuracy: 0.5142249651902306
Wrong BIO-Encoding 23/2011 labels, 1.14%
Test-Data: Prec: 0.186, Rec: 0.164, F1: 0.1741

Scores from epoch with best dev-scores:
  Dev-Score: 0.6552
  Test-Score 0.1775

11.10 sec for evaluation

--------- Epoch 38 -----------
458.57 sec for training (19190.49 total)
-- cmv_modes1 --
{'C': {'precision': 0.5555555555555556, 'recall': 0.5555555555555556, 'f1-score': 0.5555555555555556, 'support': 18}, 'P': {'precision': 0.9090909090909091, 'recall': 0.7692307692307693, 'f1-score': 0.8333333333333333, 'support': 13}, 'micro avg': {'precision': 0.6896551724137931, 'recall': 0.6451612903225806, 'f1-score': 0.6666666666666667, 'support': 31}, 'macro avg': {'precision': 0.7323232323232323, 'recall': 0.6623931623931625, 'f1-score': 0.6944444444444444, 'support': 31}, 'weighted avg': {'precision': 0.7038123167155426, 'recall': 0.6451612903225806, 'f1-score': 0.6720430107526881, 'support': 31}}
Token level accuracy: 0.8980099502487562
{'C': {'precision': 0.5555555555555556, 'recall': 0.5555555555555556, 'f1-score': 0.5555555555555556, 'support': 18}, 'P': {'precision': 0.9090909090909091, 'recall': 0.7692307692307693, 'f1-score': 0.8333333333333333, 'support': 13}, 'micro avg': {'precision': 0.6896551724137931, 'recall': 0.6451612903225806, 'f1-score': 0.6666666666666667, 'support': 31}, 'macro avg': {'precision': 0.7323232323232323, 'recall': 0.6623931623931625, 'f1-score': 0.6944444444444444, 'support': 31}, 'weighted avg': {'precision': 0.7038123167155426, 'recall': 0.6451612903225806, 'f1-score': 0.6720430107526881, 'support': 31}}
Token level accuracy: 0.8980099502487562
Dev-Data: Prec: 0.690, Rec: 0.645, F1: 0.6667
{'C': {'precision': 0.19466666666666665, 'recall': 0.14051973051010588, 'f1-score': 0.16321967579653437, 'support': 1039}, 'P': {'precision': 0.18303571428571427, 'recall': 0.20114472608340148, 'f1-score': 0.1916634203350214, 'support': 1223}, 'micro avg': {'precision': 0.1872015281757402, 'recall': 0.17329796640141468, 'f1-score': 0.17998163452708904, 'support': 2262}, 'macro avg': {'precision': 0.18885119047619048, 'recall': 0.17083222829675368, 'f1-score': 0.1774415480657779, 'support': 2262}, 'weighted avg': {'precision': 0.18837813671003323, 'recall': 0.17329796640141468, 'f1-score': 0.17859841123887285, 'support': 2262}}
Token level accuracy: 0.5149399766680465
Wrong BIO-Encoding 480/2543 labels, 18.88%
{'C': {'precision': 0.19466666666666665, 'recall': 0.14051973051010588, 'f1-score': 0.16321967579653437, 'support': 1039}, 'P': {'precision': 0.18303571428571427, 'recall': 0.20114472608340148, 'f1-score': 0.1916634203350214, 'support': 1223}, 'micro avg': {'precision': 0.1872015281757402, 'recall': 0.17329796640141468, 'f1-score': 0.17998163452708904, 'support': 2262}, 'macro avg': {'precision': 0.18885119047619048, 'recall': 0.17083222829675368, 'f1-score': 0.1774415480657779, 'support': 2262}, 'weighted avg': {'precision': 0.18837813671003323, 'recall': 0.17329796640141468, 'f1-score': 0.17859841123887285, 'support': 2262}}
Token level accuracy: 0.5149399766680465
Wrong BIO-Encoding 31/2094 labels, 1.48%
Test-Data: Prec: 0.190, Rec: 0.173, F1: 0.1813

Scores from epoch with best dev-scores:
  Dev-Score: 0.6667
  Test-Score 0.1813

10.91 sec for evaluation

--------- Epoch 39 -----------
448.81 sec for training (19639.30 total)
-- cmv_modes1 --
{'C': {'precision': 0.5714285714285714, 'recall': 0.4444444444444444, 'f1-score': 0.5, 'support': 18}, 'P': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13}, 'micro avg': {'precision': 0.7692307692307693, 'recall': 0.6451612903225806, 'f1-score': 0.7017543859649122, 'support': 31}, 'macro avg': {'precision': 0.7857142857142857, 'recall': 0.6837606837606838, 'f1-score': 0.73, 'support': 31}, 'weighted avg': {'precision': 0.7511520737327189, 'recall': 0.6451612903225806, 'f1-score': 0.6929032258064516, 'support': 31}}
Token level accuracy: 0.9353233830845771
{'C': {'precision': 0.5714285714285714, 'recall': 0.4444444444444444, 'f1-score': 0.5, 'support': 18}, 'P': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13}, 'micro avg': {'precision': 0.7692307692307693, 'recall': 0.6451612903225806, 'f1-score': 0.7017543859649122, 'support': 31}, 'macro avg': {'precision': 0.7857142857142857, 'recall': 0.6837606837606838, 'f1-score': 0.73, 'support': 31}, 'weighted avg': {'precision': 0.7511520737327189, 'recall': 0.6451612903225806, 'f1-score': 0.6929032258064516, 'support': 31}}
Token level accuracy: 0.9353233830845771
Dev-Data: Prec: 0.769, Rec: 0.645, F1: 0.7018
{'C': {'precision': 0.19471947194719472, 'recall': 0.11357074109720885, 'f1-score': 0.14346504559270518, 'support': 1039}, 'P': {'precision': 0.17019822282980177, 'recall': 0.2035977105478332, 'f1-score': 0.18540580789277736, 'support': 1223}, 'micro avg': {'precision': 0.17738037699371678, 'recall': 0.16224580017683465, 'f1-score': 0.1694758716231817, 'support': 2262}, 'macro avg': {'precision': 0.18245884738849824, 'recall': 0.15858422582252102, 'f1-score': 0.16443542674274125, 'support': 2262}, 'weighted avg': {'precision': 0.18146151983818873, 'recall': 0.16224580017683465, 'f1-score': 0.16614124024035692, 'support': 2262}}
Token level accuracy: 0.5053814021751402
Wrong BIO-Encoding 641/2673 labels, 23.98%
{'C': {'precision': 0.19471947194719472, 'recall': 0.11357074109720885, 'f1-score': 0.14346504559270518, 'support': 1039}, 'P': {'precision': 0.17019822282980177, 'recall': 0.2035977105478332, 'f1-score': 0.18540580789277736, 'support': 1223}, 'micro avg': {'precision': 0.17738037699371678, 'recall': 0.16224580017683465, 'f1-score': 0.1694758716231817, 'support': 2262}, 'macro avg': {'precision': 0.18245884738849824, 'recall': 0.15858422582252102, 'f1-score': 0.16443542674274125, 'support': 2262}, 'weighted avg': {'precision': 0.18146151983818873, 'recall': 0.16224580017683465, 'f1-score': 0.16614124024035692, 'support': 2262}}
Token level accuracy: 0.5053814021751402
Wrong BIO-Encoding 37/2069 labels, 1.79%
Test-Data: Prec: 0.181, Rec: 0.162, F1: 0.1709

Scores from epoch with best dev-scores:
  Dev-Score: 0.7018
  Test-Score 0.1709

11.21 sec for evaluation

--------- Epoch 40 -----------
458.28 sec for training (20097.58 total)
-- cmv_modes1 --
{'C': {'precision': 0.6666666666666666, 'recall': 0.5555555555555556, 'f1-score': 0.606060606060606, 'support': 18}, 'P': {'precision': 0.9166666666666666, 'recall': 0.8461538461538461, 'f1-score': 0.8799999999999999, 'support': 13}, 'micro avg': {'precision': 0.7777777777777778, 'recall': 0.6774193548387096, 'f1-score': 0.7241379310344828, 'support': 31}, 'macro avg': {'precision': 0.7916666666666666, 'recall': 0.7008547008547008, 'f1-score': 0.7430303030303029, 'support': 31}, 'weighted avg': {'precision': 0.7715053763440859, 'recall': 0.6774193548387096, 'f1-score': 0.7209384164222873, 'support': 31}}
Token level accuracy: 0.8905472636815921
{'C': {'precision': 0.6666666666666666, 'recall': 0.5555555555555556, 'f1-score': 0.606060606060606, 'support': 18}, 'P': {'precision': 0.9166666666666666, 'recall': 0.8461538461538461, 'f1-score': 0.8799999999999999, 'support': 13}, 'micro avg': {'precision': 0.7777777777777778, 'recall': 0.6774193548387096, 'f1-score': 0.7241379310344828, 'support': 31}, 'macro avg': {'precision': 0.7916666666666666, 'recall': 0.7008547008547008, 'f1-score': 0.7430303030303029, 'support': 31}, 'weighted avg': {'precision': 0.7715053763440859, 'recall': 0.6774193548387096, 'f1-score': 0.7209384164222873, 'support': 31}}
Token level accuracy: 0.8905472636815921
Dev-Data: Prec: 0.778, Rec: 0.677, F1: 0.7241
{'C': {'precision': 0.15494636471990464, 'recall': 0.12512030798845045, 'f1-score': 0.13844515441959535, 'support': 1039}, 'P': {'precision': 0.17552334943639292, 'recall': 0.17825020441537204, 'f1-score': 0.1768762677484787, 'support': 1223}, 'micro avg': {'precision': 0.1672272945699183, 'recall': 0.15384615384615385, 'f1-score': 0.16025788625374165, 'support': 2262}, 'macro avg': {'precision': 0.16523485707814878, 'recall': 0.15168525620191126, 'f1-score': 0.157660711084037, 'support': 2262}, 'weighted avg': {'precision': 0.16607176361834192, 'recall': 0.15384615384615385, 'f1-score': 0.1592237802379969, 'support': 2262}}
Token level accuracy: 0.4965754713430926
Wrong BIO-Encoding 563/2598 labels, 21.67%
{'C': {'precision': 0.15494636471990464, 'recall': 0.12512030798845045, 'f1-score': 0.13844515441959535, 'support': 1039}, 'P': {'precision': 0.17552334943639292, 'recall': 0.17825020441537204, 'f1-score': 0.1768762677484787, 'support': 1223}, 'micro avg': {'precision': 0.1672272945699183, 'recall': 0.15384615384615385, 'f1-score': 0.16025788625374165, 'support': 2262}, 'macro avg': {'precision': 0.16523485707814878, 'recall': 0.15168525620191126, 'f1-score': 0.157660711084037, 'support': 2262}, 'weighted avg': {'precision': 0.16607176361834192, 'recall': 0.15384615384615385, 'f1-score': 0.1592237802379969, 'support': 2262}}
Token level accuracy: 0.4965754713430926
Wrong BIO-Encoding 46/2081 labels, 2.21%
Test-Data: Prec: 0.171, Rec: 0.154, F1: 0.1620

Scores from epoch with best dev-scores:
  Dev-Score: 0.7241
  Test-Score 0.1620

12.09 sec for evaluation
---------RUN 3 ------------
Read 402 sentences from: essays dataset
Read 194 sentences from: hotel dataset
Read 1927 sentences from: news dataset
Read 507 sentences from: var dataset
Read 340 sentences from: web dataset
Read 118 sentences from: wiki dataset
Generate new embeddings files for a dataset
Read file: komninos_english_embeddings.gz
Added words: 22
:: Transform cmv_modes1 dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 1.13%
:: Create Dev Matrix ::
Unknown-Tokens: 0.39%
:: Create Test Matrix ::
Unknown-Tokens: 0.73%
:: Transform essays dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.30%
:: Create Dev Matrix ::
Unknown-Tokens: 0.25%
:: Create Test Matrix ::
Unknown-Tokens: 0.28%
:: Transform var dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 1.47%
:: Create Dev Matrix ::
Unknown-Tokens: 0.61%
:: Create Test Matrix ::
Unknown-Tokens: 1.24%
:: Transform web dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.70%
:: Create Dev Matrix ::
Unknown-Tokens: 0.96%
:: Create Test Matrix ::
Unknown-Tokens: 0.84%
:: Transform wiki dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 1.10%
:: Create Dev Matrix ::
Unknown-Tokens: 0.49%
:: Create Test Matrix ::
Unknown-Tokens: 1.17%
:: Transform news dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 1.37%
:: Create Dev Matrix ::
Unknown-Tokens: 2.13%
:: Create Test Matrix ::
Unknown-Tokens: 1.47%
:: Transform hotel dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.99%
:: Create Dev Matrix ::
Unknown-Tokens: 2.55%
:: Create Test Matrix ::
Unknown-Tokens: 0.68%
DONE - Embeddings file saved: pkl/cmv_modes1_essays_hotel_news_var_web_wiki_komninos_english_embeddings.pkl
--- cmv_modes1 ---
217 train sentences
3 dev sentences
239 test sentences
--- essays ---
201 train sentences
1 dev sentences
201 test sentences
--- var ---
253 train sentences
1 dev sentences
254 test sentences
--- web ---
170 train sentences
1 dev sentences
170 test sentences
--- wiki ---
59 train sentences
1 dev sentences
59 test sentences
--- news ---
963 train sentences
1 dev sentences
964 test sentences
--- hotel ---
97 train sentences
1 dev sentences
97 test sentences
LSTM-Size: [100]
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66698400       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
cmv_modes1_hidden_lin_layer (TimeDistrib (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
cmv_modes1_crf (ChainCRF)                (None, None, 25)           675            cmv_modes1_hidden_lin_layer[0][0]         
=============================================================================================================================
Total params: 67,032,980
Trainable params: 334,580
Non-trainable params: 66,698,400
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66698400       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
essays_hidden_lin_layer (TimeDistributed (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
essays_crf (ChainCRF)                    (None, None, 25)           675            essays_hidden_lin_layer[0][0]             
=============================================================================================================================
Total params: 67,032,980
Trainable params: 334,580
Non-trainable params: 66,698,400
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66698400       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
var_hidden_lin_layer (TimeDistributed)   (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
var_crf (ChainCRF)                       (None, None, 25)           675            var_hidden_lin_layer[0][0]                
=============================================================================================================================
Total params: 67,032,980
Trainable params: 334,580
Non-trainable params: 66,698,400
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66698400       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
web_hidden_lin_layer (TimeDistributed)   (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
web_crf (ChainCRF)                       (None, None, 25)           675            web_hidden_lin_layer[0][0]                
=============================================================================================================================
Total params: 67,032,980
Trainable params: 334,580
Non-trainable params: 66,698,400
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66698400       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
wiki_hidden_lin_layer (TimeDistributed)  (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
wiki_crf (ChainCRF)                      (None, None, 25)           675            wiki_hidden_lin_layer[0][0]               
=============================================================================================================================
Total params: 67,032,980
Trainable params: 334,580
Non-trainable params: 66,698,400
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66698400       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
news_hidden_lin_layer (TimeDistributed)  (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
news_crf (ChainCRF)                      (None, None, 25)           675            news_hidden_lin_layer[0][0]               
=============================================================================================================================
Total params: 67,032,980
Trainable params: 334,580
Non-trainable params: 66,698,400
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66698400       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
hotel_hidden_lin_layer (TimeDistributed) (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
hotel_crf (ChainCRF)                     (None, None, 25)           675            hotel_hidden_lin_layer[0][0]              
=============================================================================================================================
Total params: 67,032,980
Trainable params: 334,580
Non-trainable params: 66,698,400
_____________________________________________________________________________________________________________________________

--------- Epoch 1 -----------
513.11 sec for training (513.11 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 31}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 45}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 45}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 45}}
Token level accuracy: 0.41015625
Wrong BIO-Encoding 709/709 labels, 100.00%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 31}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 45}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 45}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 45}}
Token level accuracy: 0.41015625
Wrong BIO-Encoding 35/35 labels, 100.00%
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.022099447513812154, 'recall': 0.003956478733926805, 'f1-score': 0.006711409395973155, 'support': 1011}, 'P': {'precision': 0.007420091324200913, 'recall': 0.010961214165261383, 'f1-score': 0.008849557522123892, 'support': 1186}, 'micro avg': {'precision': 0.008794619762027936, 'recall': 0.007737824305871643, 'f1-score': 0.008232445520581113, 'support': 2197}, 'macro avg': {'precision': 0.014759769419006533, 'recall': 0.0074588464495940945, 'f1-score': 0.0077804834590485235, 'support': 2197}, 'weighted avg': {'precision': 0.014175134158837675, 'recall': 0.007737824305871643, 'f1-score': 0.00786563956329895, 'support': 2197}}
Token level accuracy: 0.42900692662409073
Wrong BIO-Encoding 48669/48669 labels, 100.00%
{'C': {'precision': 0.022099447513812154, 'recall': 0.003956478733926805, 'f1-score': 0.006711409395973155, 'support': 1011}, 'P': {'precision': 0.007420091324200913, 'recall': 0.010961214165261383, 'f1-score': 0.008849557522123892, 'support': 1186}, 'micro avg': {'precision': 0.008794619762027936, 'recall': 0.007737824305871643, 'f1-score': 0.008232445520581113, 'support': 2197}, 'macro avg': {'precision': 0.014759769419006533, 'recall': 0.0074588464495940945, 'f1-score': 0.0077804834590485235, 'support': 2197}, 'weighted avg': {'precision': 0.014175134158837675, 'recall': 0.007737824305871643, 'f1-score': 0.00786563956329895, 'support': 2197}}
Token level accuracy: 0.42900692662409073
Wrong BIO-Encoding 1933/1933 labels, 100.00%
Test-Data: Prec: 0.009, Rec: 0.008, F1: 0.0082

Scores from epoch with best dev-scores:
  Dev-Score: 0.0000
  Test-Score 0.0000

11.45 sec for evaluation

--------- Epoch 2 -----------
471.26 sec for training (984.37 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.05405405405405406, 'recall': 0.06451612903225806, 'f1-score': 0.058823529411764705, 'support': 31}, 'micro avg': {'precision': 0.043478260869565216, 'recall': 0.044444444444444446, 'f1-score': 0.04395604395604395, 'support': 45}, 'macro avg': {'precision': 0.02702702702702703, 'recall': 0.03225806451612903, 'f1-score': 0.029411764705882353, 'support': 45}, 'weighted avg': {'precision': 0.03723723723723724, 'recall': 0.044444444444444446, 'f1-score': 0.040522875816993466, 'support': 45}}
Token level accuracy: 0.5247395833333334
Wrong BIO-Encoding 535/535 labels, 100.00%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.05405405405405406, 'recall': 0.06451612903225806, 'f1-score': 0.058823529411764705, 'support': 31}, 'micro avg': {'precision': 0.043478260869565216, 'recall': 0.044444444444444446, 'f1-score': 0.04395604395604395, 'support': 45}, 'macro avg': {'precision': 0.02702702702702703, 'recall': 0.03225806451612903, 'f1-score': 0.029411764705882353, 'support': 45}, 'weighted avg': {'precision': 0.03723723723723724, 'recall': 0.044444444444444446, 'f1-score': 0.040522875816993466, 'support': 45}}
Token level accuracy: 0.5247395833333334
Wrong BIO-Encoding 46/46 labels, 100.00%
Dev-Data: Prec: 0.043, Rec: 0.044, F1: 0.0440
{'C': {'precision': 0.005671077504725898, 'recall': 0.002967359050445104, 'f1-score': 0.003896103896103896, 'support': 1011}, 'P': {'precision': 0.0069124423963133645, 'recall': 0.01011804384485666, 'f1-score': 0.008213552361396304, 'support': 1186}, 'micro avg': {'precision': 0.006622516556291391, 'recall': 0.006827492034592627, 'f1-score': 0.006723442402510085, 'support': 2197}, 'macro avg': {'precision': 0.006291759950519631, 'recall': 0.006542701447650882, 'f1-score': 0.0060548281287501, 'support': 2197}, 'weighted avg': {'precision': 0.006341199835824094, 'recall': 0.006827492034592627, 'f1-score': 0.0062267793079549645, 'support': 2197}}
Token level accuracy: 0.47155067626232416
Wrong BIO-Encoding 41691/41693 labels, 100.00%
{'C': {'precision': 0.005671077504725898, 'recall': 0.002967359050445104, 'f1-score': 0.003896103896103896, 'support': 1011}, 'P': {'precision': 0.0069124423963133645, 'recall': 0.01011804384485666, 'f1-score': 0.008213552361396304, 'support': 1186}, 'micro avg': {'precision': 0.006622516556291391, 'recall': 0.006827492034592627, 'f1-score': 0.006723442402510085, 'support': 2197}, 'macro avg': {'precision': 0.006291759950519631, 'recall': 0.006542701447650882, 'f1-score': 0.0060548281287501, 'support': 2197}, 'weighted avg': {'precision': 0.006341199835824094, 'recall': 0.006827492034592627, 'f1-score': 0.0062267793079549645, 'support': 2197}}
Token level accuracy: 0.47155067626232416
Wrong BIO-Encoding 2263/2265 labels, 99.91%
Test-Data: Prec: 0.007, Rec: 0.007, F1: 0.0067

Scores from epoch with best dev-scores:
  Dev-Score: 0.0440
  Test-Score 0.0067

13.33 sec for evaluation

--------- Epoch 3 -----------
470.58 sec for training (1454.95 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.07407407407407407, 'recall': 0.06451612903225806, 'f1-score': 0.06896551724137931, 'support': 31}, 'micro avg': {'precision': 0.058823529411764705, 'recall': 0.044444444444444446, 'f1-score': 0.05063291139240507, 'support': 45}, 'macro avg': {'precision': 0.037037037037037035, 'recall': 0.03225806451612903, 'f1-score': 0.034482758620689655, 'support': 45}, 'weighted avg': {'precision': 0.05102880658436214, 'recall': 0.044444444444444446, 'f1-score': 0.0475095785440613, 'support': 45}}
Token level accuracy: 0.54296875
Wrong BIO-Encoding 348/357 labels, 97.48%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.07407407407407407, 'recall': 0.06451612903225806, 'f1-score': 0.06896551724137931, 'support': 31}, 'micro avg': {'precision': 0.058823529411764705, 'recall': 0.044444444444444446, 'f1-score': 0.05063291139240507, 'support': 45}, 'macro avg': {'precision': 0.037037037037037035, 'recall': 0.03225806451612903, 'f1-score': 0.034482758620689655, 'support': 45}, 'weighted avg': {'precision': 0.05102880658436214, 'recall': 0.044444444444444446, 'f1-score': 0.0475095785440613, 'support': 45}}
Token level accuracy: 0.54296875
Wrong BIO-Encoding 25/34 labels, 73.53%
Dev-Data: Prec: 0.059, Rec: 0.044, F1: 0.0506
{'C': {'precision': 0.013725490196078431, 'recall': 0.006923837784371909, 'f1-score': 0.009204470742932281, 'support': 1011}, 'P': {'precision': 0.03877703206562267, 'recall': 0.04384485666104553, 'f1-score': 0.041155520379897115, 'support': 1186}, 'micro avg': {'precision': 0.031874662344678555, 'recall': 0.026854802002730997, 'f1-score': 0.029150197628458496, 'support': 2197}, 'macro avg': {'precision': 0.02625126113085055, 'recall': 0.02538434722270872, 'f1-score': 0.025179995561414696, 'support': 2197}, 'weighted avg': {'precision': 0.027248989812500582, 'recall': 0.026854802002730997, 'f1-score': 0.026452511193292, 'support': 2197}}
Token level accuracy: 0.4928900808427714
Wrong BIO-Encoding 25566/26264 labels, 97.34%
{'C': {'precision': 0.013725490196078431, 'recall': 0.006923837784371909, 'f1-score': 0.009204470742932281, 'support': 1011}, 'P': {'precision': 0.03877703206562267, 'recall': 0.04384485666104553, 'f1-score': 0.041155520379897115, 'support': 1186}, 'micro avg': {'precision': 0.031874662344678555, 'recall': 0.026854802002730997, 'f1-score': 0.029150197628458496, 'support': 2197}, 'macro avg': {'precision': 0.02625126113085055, 'recall': 0.02538434722270872, 'f1-score': 0.025179995561414696, 'support': 2197}, 'weighted avg': {'precision': 0.027248989812500582, 'recall': 0.026854802002730997, 'f1-score': 0.026452511193292, 'support': 2197}}
Token level accuracy: 0.4928900808427714
Wrong BIO-Encoding 1153/1851 labels, 62.29%
Test-Data: Prec: 0.076, Rec: 0.024, F1: 0.0366

Scores from epoch with best dev-scores:
  Dev-Score: 0.0506
  Test-Score 0.0366

11.09 sec for evaluation

--------- Epoch 4 -----------
480.02 sec for training (1934.97 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.10714285714285714, 'recall': 0.0967741935483871, 'f1-score': 0.10169491525423728, 'support': 31}, 'micro avg': {'precision': 0.075, 'recall': 0.06666666666666667, 'f1-score': 0.07058823529411765, 'support': 45}, 'macro avg': {'precision': 0.05357142857142857, 'recall': 0.04838709677419355, 'f1-score': 0.05084745762711864, 'support': 45}, 'weighted avg': {'precision': 0.0738095238095238, 'recall': 0.06666666666666667, 'f1-score': 0.07005649717514123, 'support': 45}}
Token level accuracy: 0.5377604166666666
Wrong BIO-Encoding 277/294 labels, 94.22%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.10714285714285714, 'recall': 0.0967741935483871, 'f1-score': 0.10169491525423728, 'support': 31}, 'micro avg': {'precision': 0.075, 'recall': 0.06666666666666667, 'f1-score': 0.07058823529411765, 'support': 45}, 'macro avg': {'precision': 0.05357142857142857, 'recall': 0.04838709677419355, 'f1-score': 0.05084745762711864, 'support': 45}, 'weighted avg': {'precision': 0.0738095238095238, 'recall': 0.06666666666666667, 'f1-score': 0.07005649717514123, 'support': 45}}
Token level accuracy: 0.5377604166666666
Wrong BIO-Encoding 23/40 labels, 57.50%
Dev-Data: Prec: 0.075, Rec: 0.067, F1: 0.0706
{'C': {'precision': 0.025675675675675677, 'recall': 0.018793273986152326, 'f1-score': 0.021701884637350087, 'support': 1011}, 'P': {'precision': 0.10112359550561797, 'recall': 0.11382799325463744, 'f1-score': 0.10710035700119, 'support': 1186}, 'micro avg': {'precision': 0.07421686746987952, 'recall': 0.0700955848884843, 'f1-score': 0.07209737827715355, 'support': 2197}, 'macro avg': {'precision': 0.06339963559064682, 'recall': 0.06631063362039488, 'f1-score': 0.06440112081927005, 'support': 2197}, 'weighted avg': {'precision': 0.06640450267536233, 'recall': 0.0700955848884843, 'f1-score': 0.06780228892661459, 'support': 2197}}
Token level accuracy: 0.5202106928553513
Wrong BIO-Encoding 18278/19361 labels, 94.41%
{'C': {'precision': 0.025675675675675677, 'recall': 0.018793273986152326, 'f1-score': 0.021701884637350087, 'support': 1011}, 'P': {'precision': 0.10112359550561797, 'recall': 0.11382799325463744, 'f1-score': 0.10710035700119, 'support': 1186}, 'micro avg': {'precision': 0.07421686746987952, 'recall': 0.0700955848884843, 'f1-score': 0.07209737827715355, 'support': 2197}, 'macro avg': {'precision': 0.06339963559064682, 'recall': 0.06631063362039488, 'f1-score': 0.06440112081927005, 'support': 2197}, 'weighted avg': {'precision': 0.06640450267536233, 'recall': 0.0700955848884843, 'f1-score': 0.06780228892661459, 'support': 2197}}
Token level accuracy: 0.5202106928553513
Wrong BIO-Encoding 992/2075 labels, 47.81%
Test-Data: Prec: 0.127, Rec: 0.062, F1: 0.0835

Scores from epoch with best dev-scores:
  Dev-Score: 0.0706
  Test-Score 0.0835

10.97 sec for evaluation

--------- Epoch 5 -----------
475.52 sec for training (2410.49 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.10344827586206896, 'recall': 0.0967741935483871, 'f1-score': 0.09999999999999999, 'support': 31}, 'micro avg': {'precision': 0.075, 'recall': 0.06666666666666667, 'f1-score': 0.07058823529411765, 'support': 45}, 'macro avg': {'precision': 0.05172413793103448, 'recall': 0.04838709677419355, 'f1-score': 0.049999999999999996, 'support': 45}, 'weighted avg': {'precision': 0.07126436781609195, 'recall': 0.06666666666666667, 'f1-score': 0.06888888888888887, 'support': 45}}
Token level accuracy: 0.5455729166666666
Wrong BIO-Encoding 190/218 labels, 87.16%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.10344827586206896, 'recall': 0.0967741935483871, 'f1-score': 0.09999999999999999, 'support': 31}, 'micro avg': {'precision': 0.075, 'recall': 0.06666666666666667, 'f1-score': 0.07058823529411765, 'support': 45}, 'macro avg': {'precision': 0.05172413793103448, 'recall': 0.04838709677419355, 'f1-score': 0.049999999999999996, 'support': 45}, 'weighted avg': {'precision': 0.07126436781609195, 'recall': 0.06666666666666667, 'f1-score': 0.06888888888888887, 'support': 45}}
Token level accuracy: 0.5455729166666666
Wrong BIO-Encoding 12/40 labels, 30.00%
Dev-Data: Prec: 0.107, Rec: 0.067, F1: 0.0822
{'C': {'precision': 0.07058823529411765, 'recall': 0.04154302670623145, 'f1-score': 0.052303860523038606, 'support': 1011}, 'P': {'precision': 0.13188220230473752, 'recall': 0.1736930860033727, 'f1-score': 0.14992721979621543, 'support': 1186}, 'micro avg': {'precision': 0.11497450162262401, 'recall': 0.11288120163859809, 'f1-score': 0.11391823610473127, 'support': 2197}, 'macro avg': {'precision': 0.10123521879942758, 'recall': 0.10761805635480207, 'f1-score': 0.10111554015962701, 'support': 2197}, 'weighted avg': {'precision': 0.10367637588337351, 'recall': 0.11288120163859809, 'f1-score': 0.10500358928862245, 'support': 2197}}
Token level accuracy: 0.5323467556773235
Wrong BIO-Encoding 12337/13842 labels, 89.13%
{'C': {'precision': 0.07058823529411765, 'recall': 0.04154302670623145, 'f1-score': 0.052303860523038606, 'support': 1011}, 'P': {'precision': 0.13188220230473752, 'recall': 0.1736930860033727, 'f1-score': 0.14992721979621543, 'support': 1186}, 'micro avg': {'precision': 0.11497450162262401, 'recall': 0.11288120163859809, 'f1-score': 0.11391823610473127, 'support': 2197}, 'macro avg': {'precision': 0.10123521879942758, 'recall': 0.10761805635480207, 'f1-score': 0.10111554015962701, 'support': 2197}, 'weighted avg': {'precision': 0.10367637588337351, 'recall': 0.11288120163859809, 'f1-score': 0.10500358928862245, 'support': 2197}}
Token level accuracy: 0.5323467556773235
Wrong BIO-Encoding 652/2157 labels, 30.23%
Test-Data: Prec: 0.160, Rec: 0.110, F1: 0.1302

Scores from epoch with best dev-scores:
  Dev-Score: 0.0822
  Test-Score 0.1302

11.64 sec for evaluation

--------- Epoch 6 -----------
469.92 sec for training (2880.40 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.08, 'recall': 0.06451612903225806, 'f1-score': 0.07142857142857142, 'support': 31}, 'micro avg': {'precision': 0.05263157894736842, 'recall': 0.044444444444444446, 'f1-score': 0.048192771084337345, 'support': 45}, 'macro avg': {'precision': 0.04, 'recall': 0.03225806451612903, 'f1-score': 0.03571428571428571, 'support': 45}, 'weighted avg': {'precision': 0.05511111111111111, 'recall': 0.044444444444444446, 'f1-score': 0.0492063492063492, 'support': 45}}
Token level accuracy: 0.5494791666666666
Wrong BIO-Encoding 209/233 labels, 89.70%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.08, 'recall': 0.06451612903225806, 'f1-score': 0.07142857142857142, 'support': 31}, 'micro avg': {'precision': 0.05263157894736842, 'recall': 0.044444444444444446, 'f1-score': 0.048192771084337345, 'support': 45}, 'macro avg': {'precision': 0.04, 'recall': 0.03225806451612903, 'f1-score': 0.03571428571428571, 'support': 45}, 'weighted avg': {'precision': 0.05511111111111111, 'recall': 0.044444444444444446, 'f1-score': 0.0492063492063492, 'support': 45}}
Token level accuracy: 0.5494791666666666
Wrong BIO-Encoding 14/38 labels, 36.84%
Dev-Data: Prec: 0.053, Rec: 0.044, F1: 0.0482
{'C': {'precision': 0.07659574468085106, 'recall': 0.05341246290801187, 'f1-score': 0.06293706293706293, 'support': 1011}, 'P': {'precision': 0.1489841986455982, 'recall': 0.16694772344013492, 'f1-score': 0.15745526838966203, 'support': 1186}, 'micro avg': {'precision': 0.12389380530973451, 'recall': 0.11470186618115612, 'f1-score': 0.11912077523044198, 'support': 2197}, 'macro avg': {'precision': 0.11278997166322463, 'recall': 0.1101800931740734, 'f1-score': 0.11019616566336249, 'support': 2197}, 'weighted avg': {'precision': 0.11567298928812922, 'recall': 0.11470186618115613, 'f1-score': 0.11396054571666353, 'support': 2197}}
Token level accuracy: 0.531285573713558
Wrong BIO-Encoding 10508/11935 labels, 88.04%
{'C': {'precision': 0.07659574468085106, 'recall': 0.05341246290801187, 'f1-score': 0.06293706293706293, 'support': 1011}, 'P': {'precision': 0.1489841986455982, 'recall': 0.16694772344013492, 'f1-score': 0.15745526838966203, 'support': 1186}, 'micro avg': {'precision': 0.12389380530973451, 'recall': 0.11470186618115612, 'f1-score': 0.11912077523044198, 'support': 2197}, 'macro avg': {'precision': 0.11278997166322463, 'recall': 0.1101800931740734, 'f1-score': 0.11019616566336249, 'support': 2197}, 'weighted avg': {'precision': 0.11567298928812922, 'recall': 0.11470186618115613, 'f1-score': 0.11396054571666353, 'support': 2197}}
Token level accuracy: 0.531285573713558
Wrong BIO-Encoding 607/2034 labels, 29.84%
Test-Data: Prec: 0.173, Rec: 0.112, F1: 0.1363

Scores from epoch with best dev-scores:
  Dev-Score: 0.0822
  Test-Score 0.1302

10.41 sec for evaluation

--------- Epoch 7 -----------
476.41 sec for training (3356.81 total)
-- cmv_modes1 --
{'C': {'precision': 0.16666666666666666, 'recall': 0.07142857142857142, 'f1-score': 0.1, 'support': 14}, 'P': {'precision': 0.12, 'recall': 0.0967741935483871, 'f1-score': 0.10714285714285714, 'support': 31}, 'micro avg': {'precision': 0.12903225806451613, 'recall': 0.08888888888888889, 'f1-score': 0.10526315789473684, 'support': 45}, 'macro avg': {'precision': 0.1433333333333333, 'recall': 0.08410138248847926, 'f1-score': 0.10357142857142856, 'support': 45}, 'weighted avg': {'precision': 0.1345185185185185, 'recall': 0.08888888888888889, 'f1-score': 0.10492063492063493, 'support': 45}}
Token level accuracy: 0.5755208333333334
Wrong BIO-Encoding 111/133 labels, 83.46%
{'C': {'precision': 0.16666666666666666, 'recall': 0.07142857142857142, 'f1-score': 0.1, 'support': 14}, 'P': {'precision': 0.12, 'recall': 0.0967741935483871, 'f1-score': 0.10714285714285714, 'support': 31}, 'micro avg': {'precision': 0.12903225806451613, 'recall': 0.08888888888888889, 'f1-score': 0.10526315789473684, 'support': 45}, 'macro avg': {'precision': 0.1433333333333333, 'recall': 0.08410138248847926, 'f1-score': 0.10357142857142856, 'support': 45}, 'weighted avg': {'precision': 0.1345185185185185, 'recall': 0.08888888888888889, 'f1-score': 0.10492063492063493, 'support': 45}}
Token level accuracy: 0.5755208333333334
Wrong BIO-Encoding 9/31 labels, 29.03%
Dev-Data: Prec: 0.129, Rec: 0.089, F1: 0.1053
{'C': {'precision': 0.16346153846153846, 'recall': 0.10089020771513353, 'f1-score': 0.12477064220183487, 'support': 1011}, 'P': {'precision': 0.15808823529411764, 'recall': 0.1812816188870152, 'f1-score': 0.16889238020424194, 'support': 1186}, 'micro avg': {'precision': 0.15977822580645162, 'recall': 0.14428766499772416, 'f1-score': 0.15163836402774455, 'support': 2197}, 'macro avg': {'precision': 0.16077488687782804, 'recall': 0.14108591330107437, 'f1-score': 0.1468315112030384, 'support': 2197}, 'weighted avg': {'precision': 0.16056088413447378, 'recall': 0.14428766499772416, 'f1-score': 0.14858874928916066, 'support': 2197}}
Token level accuracy: 0.5446757606745258
Wrong BIO-Encoding 6398/8040 labels, 79.58%
{'C': {'precision': 0.16346153846153846, 'recall': 0.10089020771513353, 'f1-score': 0.12477064220183487, 'support': 1011}, 'P': {'precision': 0.15808823529411764, 'recall': 0.1812816188870152, 'f1-score': 0.16889238020424194, 'support': 1186}, 'micro avg': {'precision': 0.15977822580645162, 'recall': 0.14428766499772416, 'f1-score': 0.15163836402774455, 'support': 2197}, 'macro avg': {'precision': 0.16077488687782804, 'recall': 0.14108591330107437, 'f1-score': 0.1468315112030384, 'support': 2197}, 'weighted avg': {'precision': 0.16056088413447378, 'recall': 0.14428766499772416, 'f1-score': 0.14858874928916066, 'support': 2197}}
Token level accuracy: 0.5446757606745258
Wrong BIO-Encoding 342/1984 labels, 17.24%
Test-Data: Prec: 0.191, Rec: 0.143, F1: 0.1636

Scores from epoch with best dev-scores:
  Dev-Score: 0.1053
  Test-Score 0.1636

10.99 sec for evaluation

--------- Epoch 8 -----------
476.77 sec for training (3833.59 total)
-- cmv_modes1 --
{'C': {'precision': 0.047619047619047616, 'recall': 0.07142857142857142, 'f1-score': 0.057142857142857134, 'support': 14}, 'P': {'precision': 0.08, 'recall': 0.06451612903225806, 'f1-score': 0.07142857142857142, 'support': 31}, 'micro avg': {'precision': 0.06521739130434782, 'recall': 0.06666666666666667, 'f1-score': 0.06593406593406594, 'support': 45}, 'macro avg': {'precision': 0.06380952380952382, 'recall': 0.06797235023041474, 'f1-score': 0.06428571428571428, 'support': 45}, 'weighted avg': {'precision': 0.06992592592592592, 'recall': 0.06666666666666667, 'f1-score': 0.06698412698412698, 'support': 45}}
Token level accuracy: 0.4869791666666667
Wrong BIO-Encoding 152/187 labels, 81.28%
{'C': {'precision': 0.047619047619047616, 'recall': 0.07142857142857142, 'f1-score': 0.057142857142857134, 'support': 14}, 'P': {'precision': 0.08, 'recall': 0.06451612903225806, 'f1-score': 0.07142857142857142, 'support': 31}, 'micro avg': {'precision': 0.06521739130434782, 'recall': 0.06666666666666667, 'f1-score': 0.06593406593406594, 'support': 45}, 'macro avg': {'precision': 0.06380952380952382, 'recall': 0.06797235023041474, 'f1-score': 0.06428571428571428, 'support': 45}, 'weighted avg': {'precision': 0.06992592592592592, 'recall': 0.06666666666666667, 'f1-score': 0.06698412698412698, 'support': 45}}
Token level accuracy: 0.4869791666666667
Wrong BIO-Encoding 11/46 labels, 23.91%
Dev-Data: Prec: 0.086, Rec: 0.067, F1: 0.0750
{'C': {'precision': 0.12527472527472527, 'recall': 0.11275964391691394, 'f1-score': 0.11868818323789693, 'support': 1011}, 'P': {'precision': 0.17429837518463812, 'recall': 0.19898819561551434, 'f1-score': 0.18582677165354328, 'support': 1186}, 'micro avg': {'precision': 0.15459363957597172, 'recall': 0.15930814747382796, 'f1-score': 0.15691548980049316, 'support': 2197}, 'macro avg': {'precision': 0.14978655022968168, 'recall': 0.15587391976621415, 'f1-score': 0.1522574774457201, 'support': 2197}, 'weighted avg': {'precision': 0.1517390169420701, 'recall': 0.15930814747382796, 'f1-score': 0.15493140848184622, 'support': 2197}}
Token level accuracy: 0.5346427675625615
Wrong BIO-Encoding 5966/7898 labels, 75.54%
{'C': {'precision': 0.12527472527472527, 'recall': 0.11275964391691394, 'f1-score': 0.11868818323789693, 'support': 1011}, 'P': {'precision': 0.17429837518463812, 'recall': 0.19898819561551434, 'f1-score': 0.18582677165354328, 'support': 1186}, 'micro avg': {'precision': 0.15459363957597172, 'recall': 0.15930814747382796, 'f1-score': 0.15691548980049316, 'support': 2197}, 'macro avg': {'precision': 0.14978655022968168, 'recall': 0.15587391976621415, 'f1-score': 0.1522574774457201, 'support': 2197}, 'weighted avg': {'precision': 0.1517390169420701, 'recall': 0.15930814747382796, 'f1-score': 0.15493140848184622, 'support': 2197}}
Token level accuracy: 0.5346427675625615
Wrong BIO-Encoding 332/2264 labels, 14.66%
Test-Data: Prec: 0.180, Rec: 0.158, F1: 0.1686

Scores from epoch with best dev-scores:
  Dev-Score: 0.1053
  Test-Score 0.1636

10.38 sec for evaluation

--------- Epoch 9 -----------
476.07 sec for training (4309.65 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.0967741935483871, 'recall': 0.0967741935483871, 'f1-score': 0.0967741935483871, 'support': 31}, 'micro avg': {'precision': 0.07894736842105263, 'recall': 0.06666666666666667, 'f1-score': 0.07228915662650602, 'support': 45}, 'macro avg': {'precision': 0.04838709677419355, 'recall': 0.04838709677419355, 'f1-score': 0.04838709677419355, 'support': 45}, 'weighted avg': {'precision': 0.06666666666666667, 'recall': 0.06666666666666667, 'f1-score': 0.06666666666666667, 'support': 45}}
Token level accuracy: 0.4921875
Wrong BIO-Encoding 20/57 labels, 35.09%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.0967741935483871, 'recall': 0.0967741935483871, 'f1-score': 0.0967741935483871, 'support': 31}, 'micro avg': {'precision': 0.07894736842105263, 'recall': 0.06666666666666667, 'f1-score': 0.07228915662650602, 'support': 45}, 'macro avg': {'precision': 0.04838709677419355, 'recall': 0.04838709677419355, 'f1-score': 0.04838709677419355, 'support': 45}, 'weighted avg': {'precision': 0.06666666666666667, 'recall': 0.06666666666666667, 'f1-score': 0.06666666666666667, 'support': 45}}
Token level accuracy: 0.4921875
Wrong BIO-Encoding 1/38 labels, 2.63%
Dev-Data: Prec: 0.081, Rec: 0.067, F1: 0.0732
{'C': {'precision': 0.2054794520547945, 'recall': 0.10385756676557864, 'f1-score': 0.13797634691195795, 'support': 1011}, 'P': {'precision': 0.18738049713193117, 'recall': 0.2478920741989882, 'f1-score': 0.2134301270417423, 'support': 1186}, 'micro avg': {'precision': 0.1918269230769231, 'recall': 0.18161128812016386, 'f1-score': 0.18657937806873975, 'support': 2197}, 'macro avg': {'precision': 0.19642997459336284, 'recall': 0.17587482048228342, 'f1-score': 0.17570323697685014, 'support': 2197}, 'weighted avg': {'precision': 0.19570914684836943, 'recall': 0.18161128812016386, 'f1-score': 0.1787083374599435, 'support': 2197}}
Token level accuracy: 0.5298385073993325
Wrong BIO-Encoding 3131/5059 labels, 61.89%
{'C': {'precision': 0.2054794520547945, 'recall': 0.10385756676557864, 'f1-score': 0.13797634691195795, 'support': 1011}, 'P': {'precision': 0.18738049713193117, 'recall': 0.2478920741989882, 'f1-score': 0.2134301270417423, 'support': 1186}, 'micro avg': {'precision': 0.1918269230769231, 'recall': 0.18161128812016386, 'f1-score': 0.18657937806873975, 'support': 2197}, 'macro avg': {'precision': 0.19642997459336284, 'recall': 0.17587482048228342, 'f1-score': 0.17570323697685014, 'support': 2197}, 'weighted avg': {'precision': 0.19570914684836943, 'recall': 0.18161128812016386, 'f1-score': 0.1787083374599435, 'support': 2197}}
Token level accuracy: 0.5298385073993325
Wrong BIO-Encoding 152/2080 labels, 7.31%
Test-Data: Prec: 0.207, Rec: 0.182, F1: 0.1935

Scores from epoch with best dev-scores:
  Dev-Score: 0.1053
  Test-Score 0.1636

10.51 sec for evaluation

--------- Epoch 10 -----------
477.82 sec for training (4787.48 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.1724137931034483, 'recall': 0.16129032258064516, 'f1-score': 0.16666666666666669, 'support': 31}, 'micro avg': {'precision': 0.14285714285714285, 'recall': 0.1111111111111111, 'f1-score': 0.125, 'support': 45}, 'macro avg': {'precision': 0.08620689655172414, 'recall': 0.08064516129032258, 'f1-score': 0.08333333333333334, 'support': 45}, 'weighted avg': {'precision': 0.11877394636015326, 'recall': 0.1111111111111111, 'f1-score': 0.11481481481481483, 'support': 45}}
Token level accuracy: 0.58984375
Wrong BIO-Encoding 83/112 labels, 74.11%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.1724137931034483, 'recall': 0.16129032258064516, 'f1-score': 0.16666666666666669, 'support': 31}, 'micro avg': {'precision': 0.14285714285714285, 'recall': 0.1111111111111111, 'f1-score': 0.125, 'support': 45}, 'macro avg': {'precision': 0.08620689655172414, 'recall': 0.08064516129032258, 'f1-score': 0.08333333333333334, 'support': 45}, 'weighted avg': {'precision': 0.11877394636015326, 'recall': 0.1111111111111111, 'f1-score': 0.11481481481481483, 'support': 45}}
Token level accuracy: 0.58984375
Wrong BIO-Encoding 6/35 labels, 17.14%
Dev-Data: Prec: 0.172, Rec: 0.111, F1: 0.1351
{'C': {'precision': 0.15696649029982362, 'recall': 0.08803165182987141, 'f1-score': 0.11280101394169835, 'support': 1011}, 'P': {'precision': 0.18782870022539444, 'recall': 0.21079258010118043, 'f1-score': 0.1986491855383393, 'support': 1186}, 'micro avg': {'precision': 0.17860906217070602, 'recall': 0.15430131998179336, 'f1-score': 0.1655677655677656, 'support': 2197}, 'macro avg': {'precision': 0.17239759526260903, 'recall': 0.14941211596552592, 'f1-score': 0.15572509974001883, 'support': 2197}, 'weighted avg': {'precision': 0.1736267456351568, 'recall': 0.15430131998179336, 'f1-score': 0.15914417803528785, 'support': 2197}}
Token level accuracy: 0.549672963012985
Wrong BIO-Encoding 3196/4916 labels, 65.01%
{'C': {'precision': 0.15696649029982362, 'recall': 0.08803165182987141, 'f1-score': 0.11280101394169835, 'support': 1011}, 'P': {'precision': 0.18782870022539444, 'recall': 0.21079258010118043, 'f1-score': 0.1986491855383393, 'support': 1186}, 'micro avg': {'precision': 0.17860906217070602, 'recall': 0.15430131998179336, 'f1-score': 0.1655677655677656, 'support': 2197}, 'macro avg': {'precision': 0.17239759526260903, 'recall': 0.14941211596552592, 'f1-score': 0.15572509974001883, 'support': 2197}, 'weighted avg': {'precision': 0.1736267456351568, 'recall': 0.15430131998179336, 'f1-score': 0.15914417803528785, 'support': 2197}}
Token level accuracy: 0.549672963012985
Wrong BIO-Encoding 178/1898 labels, 9.38%
Test-Data: Prec: 0.197, Rec: 0.154, F1: 0.1731

Scores from epoch with best dev-scores:
  Dev-Score: 0.1351
  Test-Score 0.1731

11.45 sec for evaluation

--------- Epoch 11 -----------
472.45 sec for training (5259.92 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.09090909090909091, 'recall': 0.03225806451612903, 'f1-score': 0.047619047619047616, 'support': 31}, 'micro avg': {'precision': 0.029411764705882353, 'recall': 0.022222222222222223, 'f1-score': 0.025316455696202535, 'support': 45}, 'macro avg': {'precision': 0.045454545454545456, 'recall': 0.016129032258064516, 'f1-score': 0.023809523809523808, 'support': 45}, 'weighted avg': {'precision': 0.06262626262626263, 'recall': 0.022222222222222223, 'f1-score': 0.0328042328042328, 'support': 45}}
Token level accuracy: 0.4921875
Wrong BIO-Encoding 51/80 labels, 63.75%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.09090909090909091, 'recall': 0.03225806451612903, 'f1-score': 0.047619047619047616, 'support': 31}, 'micro avg': {'precision': 0.029411764705882353, 'recall': 0.022222222222222223, 'f1-score': 0.025316455696202535, 'support': 45}, 'macro avg': {'precision': 0.045454545454545456, 'recall': 0.016129032258064516, 'f1-score': 0.023809523809523808, 'support': 45}, 'weighted avg': {'precision': 0.06262626262626263, 'recall': 0.022222222222222223, 'f1-score': 0.0328042328042328, 'support': 45}}
Token level accuracy: 0.4921875
Wrong BIO-Encoding 5/34 labels, 14.71%
Dev-Data: Prec: 0.034, Rec: 0.022, F1: 0.0270
{'C': {'precision': 0.12946058091286308, 'recall': 0.1543026706231454, 'f1-score': 0.1407942238267148, 'support': 1011}, 'P': {'precision': 0.2290748898678414, 'recall': 0.1315345699831366, 'f1-score': 0.16711301553294053, 'support': 1186}, 'micro avg': {'precision': 0.16542948038176034, 'recall': 0.14201183431952663, 'f1-score': 0.15282880235121232, 'support': 2197}, 'macro avg': {'precision': 0.17926773539035223, 'recall': 0.142918620303141, 'f1-score': 0.15395361967982768, 'support': 2197}, 'weighted avg': {'precision': 0.18323507814572804, 'recall': 0.14201183431952663, 'f1-score': 0.15500181916744477, 'support': 2197}}
Token level accuracy: 0.5001640008489455
Wrong BIO-Encoding 3426/5141 labels, 66.64%
{'C': {'precision': 0.12946058091286308, 'recall': 0.1543026706231454, 'f1-score': 0.1407942238267148, 'support': 1011}, 'P': {'precision': 0.2290748898678414, 'recall': 0.1315345699831366, 'f1-score': 0.16711301553294053, 'support': 1186}, 'micro avg': {'precision': 0.16542948038176034, 'recall': 0.14201183431952663, 'f1-score': 0.15282880235121232, 'support': 2197}, 'macro avg': {'precision': 0.17926773539035223, 'recall': 0.142918620303141, 'f1-score': 0.15395361967982768, 'support': 2197}, 'weighted avg': {'precision': 0.18323507814572804, 'recall': 0.14201183431952663, 'f1-score': 0.15500181916744477, 'support': 2197}}
Token level accuracy: 0.5001640008489455
Wrong BIO-Encoding 171/1886 labels, 9.07%
Test-Data: Prec: 0.182, Rec: 0.142, F1: 0.1595

Scores from epoch with best dev-scores:
  Dev-Score: 0.1351
  Test-Score 0.1731

10.44 sec for evaluation

--------- Epoch 12 -----------
469.39 sec for training (5729.32 total)
-- cmv_modes1 --
{'C': {'precision': 0.1, 'recall': 0.07142857142857142, 'f1-score': 0.08333333333333333, 'support': 14}, 'P': {'precision': 0.09090909090909091, 'recall': 0.0967741935483871, 'f1-score': 0.09375000000000001, 'support': 31}, 'micro avg': {'precision': 0.09302325581395349, 'recall': 0.08888888888888889, 'f1-score': 0.09090909090909091, 'support': 45}, 'macro avg': {'precision': 0.09545454545454546, 'recall': 0.08410138248847926, 'f1-score': 0.08854166666666667, 'support': 45}, 'weighted avg': {'precision': 0.09373737373737374, 'recall': 0.08888888888888889, 'f1-score': 0.09050925925925926, 'support': 45}}
Token level accuracy: 0.5572916666666666
Wrong BIO-Encoding 54/92 labels, 58.70%
{'C': {'precision': 0.1, 'recall': 0.07142857142857142, 'f1-score': 0.08333333333333333, 'support': 14}, 'P': {'precision': 0.09090909090909091, 'recall': 0.0967741935483871, 'f1-score': 0.09375000000000001, 'support': 31}, 'micro avg': {'precision': 0.09302325581395349, 'recall': 0.08888888888888889, 'f1-score': 0.09090909090909091, 'support': 45}, 'macro avg': {'precision': 0.09545454545454546, 'recall': 0.08410138248847926, 'f1-score': 0.08854166666666667, 'support': 45}, 'weighted avg': {'precision': 0.09373737373737374, 'recall': 0.08888888888888889, 'f1-score': 0.09050925925925926, 'support': 45}}
Token level accuracy: 0.5572916666666666
Wrong BIO-Encoding 5/43 labels, 11.63%
Dev-Data: Prec: 0.105, Rec: 0.089, F1: 0.0964
{'C': {'precision': 0.17509727626459143, 'recall': 0.08902077151335312, 'f1-score': 0.11803278688524589, 'support': 1011}, 'P': {'precision': 0.21288692356285535, 'recall': 0.28414839797639124, 'f1-score': 0.2434091729866378, 'support': 1186}, 'micro avg': {'precision': 0.20362422508345254, 'recall': 0.1943559399180701, 'f1-score': 0.19888216115510013, 'support': 2197}, 'macro avg': {'precision': 0.1939920999137234, 'recall': 0.1865845847448722, 'f1-score': 0.18072097993594186, 'support': 2197}, 'weighted avg': {'precision': 0.19549714958991735, 'recall': 0.1943559399180701, 'f1-score': 0.18571434988763585, 'support': 2197}}
Token level accuracy: 0.5576800632850335
Wrong BIO-Encoding 2988/4934 labels, 60.56%
{'C': {'precision': 0.17509727626459143, 'recall': 0.08902077151335312, 'f1-score': 0.11803278688524589, 'support': 1011}, 'P': {'precision': 0.21288692356285535, 'recall': 0.28414839797639124, 'f1-score': 0.2434091729866378, 'support': 1186}, 'micro avg': {'precision': 0.20362422508345254, 'recall': 0.1943559399180701, 'f1-score': 0.19888216115510013, 'support': 2197}, 'macro avg': {'precision': 0.1939920999137234, 'recall': 0.1865845847448722, 'f1-score': 0.18072097993594186, 'support': 2197}, 'weighted avg': {'precision': 0.19549714958991735, 'recall': 0.1943559399180701, 'f1-score': 0.18571434988763585, 'support': 2197}}
Token level accuracy: 0.5576800632850335
Wrong BIO-Encoding 151/2097 labels, 7.20%
Test-Data: Prec: 0.219, Rec: 0.194, F1: 0.2056

Scores from epoch with best dev-scores:
  Dev-Score: 0.1351
  Test-Score 0.1731

10.34 sec for evaluation

--------- Epoch 13 -----------
478.05 sec for training (6207.36 total)
-- cmv_modes1 --
{'C': {'precision': 0.14285714285714285, 'recall': 0.07142857142857142, 'f1-score': 0.09523809523809523, 'support': 14}, 'P': {'precision': 0.10810810810810811, 'recall': 0.12903225806451613, 'f1-score': 0.11764705882352941, 'support': 31}, 'micro avg': {'precision': 0.11363636363636363, 'recall': 0.1111111111111111, 'f1-score': 0.11235955056179774, 'support': 45}, 'macro avg': {'precision': 0.12548262548262548, 'recall': 0.10023041474654378, 'f1-score': 0.10644257703081232, 'support': 45}, 'weighted avg': {'precision': 0.11891891891891893, 'recall': 0.1111111111111111, 'f1-score': 0.11067538126361656, 'support': 45}}
Token level accuracy: 0.5546875
{'C': {'precision': 0.14285714285714285, 'recall': 0.07142857142857142, 'f1-score': 0.09523809523809523, 'support': 14}, 'P': {'precision': 0.10810810810810811, 'recall': 0.12903225806451613, 'f1-score': 0.11764705882352941, 'support': 31}, 'micro avg': {'precision': 0.11363636363636363, 'recall': 0.1111111111111111, 'f1-score': 0.11235955056179774, 'support': 45}, 'macro avg': {'precision': 0.12548262548262548, 'recall': 0.10023041474654378, 'f1-score': 0.10644257703081232, 'support': 45}, 'weighted avg': {'precision': 0.11891891891891893, 'recall': 0.1111111111111111, 'f1-score': 0.11067538126361656, 'support': 45}}
Token level accuracy: 0.5546875
Dev-Data: Prec: 0.114, Rec: 0.111, F1: 0.1124
{'C': {'precision': 0.16353383458646617, 'recall': 0.08605341246290801, 'f1-score': 0.11276733635774466, 'support': 1011}, 'P': {'precision': 0.19365609348914858, 'recall': 0.2934232715008432, 'f1-score': 0.2333221589004358, 'support': 1186}, 'micro avg': {'precision': 0.18677544010304853, 'recall': 0.19799726900318615, 'f1-score': 0.19222271321254972, 'support': 2197}, 'macro avg': {'precision': 0.1785949640378074, 'recall': 0.1897383419818756, 'f1-score': 0.17304474762909022, 'support': 2197}, 'weighted avg': {'precision': 0.1797946443536857, 'recall': 0.19799726900318615, 'f1-score': 0.1778460889911683, 'support': 2197}}
Token level accuracy: 0.5560400547955777
Wrong BIO-Encoding 1941/4170 labels, 46.55%
{'C': {'precision': 0.16353383458646617, 'recall': 0.08605341246290801, 'f1-score': 0.11276733635774466, 'support': 1011}, 'P': {'precision': 0.19365609348914858, 'recall': 0.2934232715008432, 'f1-score': 0.2333221589004358, 'support': 1186}, 'micro avg': {'precision': 0.18677544010304853, 'recall': 0.19799726900318615, 'f1-score': 0.19222271321254972, 'support': 2197}, 'macro avg': {'precision': 0.1785949640378074, 'recall': 0.1897383419818756, 'f1-score': 0.17304474762909022, 'support': 2197}, 'weighted avg': {'precision': 0.1797946443536857, 'recall': 0.19799726900318615, 'f1-score': 0.1778460889911683, 'support': 2197}}
Token level accuracy: 0.5560400547955777
Wrong BIO-Encoding 100/2329 labels, 4.29%
Test-Data: Prec: 0.195, Rec: 0.198, F1: 0.1966

Scores from epoch with best dev-scores:
  Dev-Score: 0.1351
  Test-Score 0.1731

10.56 sec for evaluation

--------- Epoch 14 -----------
467.45 sec for training (6674.81 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.1724137931034483, 'recall': 0.16129032258064516, 'f1-score': 0.16666666666666669, 'support': 31}, 'micro avg': {'precision': 0.13513513513513514, 'recall': 0.1111111111111111, 'f1-score': 0.12195121951219512, 'support': 45}, 'macro avg': {'precision': 0.08620689655172414, 'recall': 0.08064516129032258, 'f1-score': 0.08333333333333334, 'support': 45}, 'weighted avg': {'precision': 0.11877394636015326, 'recall': 0.1111111111111111, 'f1-score': 0.11481481481481483, 'support': 45}}
Token level accuracy: 0.6653645833333334
Wrong BIO-Encoding 6/42 labels, 14.29%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.1724137931034483, 'recall': 0.16129032258064516, 'f1-score': 0.16666666666666669, 'support': 31}, 'micro avg': {'precision': 0.13513513513513514, 'recall': 0.1111111111111111, 'f1-score': 0.12195121951219512, 'support': 45}, 'macro avg': {'precision': 0.08620689655172414, 'recall': 0.08064516129032258, 'f1-score': 0.08333333333333334, 'support': 45}, 'weighted avg': {'precision': 0.11877394636015326, 'recall': 0.1111111111111111, 'f1-score': 0.11481481481481483, 'support': 45}}
Token level accuracy: 0.6653645833333334
Wrong BIO-Encoding 1/37 labels, 2.70%
Dev-Data: Prec: 0.139, Rec: 0.111, F1: 0.1235
{'C': {'precision': 0.14389359129383314, 'recall': 0.11770524233432245, 'f1-score': 0.12948857453754078, 'support': 1011}, 'P': {'precision': 0.20309810671256454, 'recall': 0.19898819561551434, 'f1-score': 0.20102214650766612, 'support': 1186}, 'micro avg': {'precision': 0.17848164906988437, 'recall': 0.1615839781520255, 'f1-score': 0.16961299569995222, 'support': 2197}, 'macro avg': {'precision': 0.17349584900319884, 'recall': 0.1583467189749184, 'f1-score': 0.16525536052260345, 'support': 2197}, 'weighted avg': {'precision': 0.1758537894215598, 'recall': 0.1615839781520255, 'f1-score': 0.16810433073079006, 'support': 2197}}
Token level accuracy: 0.5372474869281676
Wrong BIO-Encoding 1748/3636 labels, 48.07%
{'C': {'precision': 0.14389359129383314, 'recall': 0.11770524233432245, 'f1-score': 0.12948857453754078, 'support': 1011}, 'P': {'precision': 0.20309810671256454, 'recall': 0.19898819561551434, 'f1-score': 0.20102214650766612, 'support': 1186}, 'micro avg': {'precision': 0.17848164906988437, 'recall': 0.1615839781520255, 'f1-score': 0.16961299569995222, 'support': 2197}, 'macro avg': {'precision': 0.17349584900319884, 'recall': 0.1583467189749184, 'f1-score': 0.16525536052260345, 'support': 2197}, 'weighted avg': {'precision': 0.1758537894215598, 'recall': 0.1615839781520255, 'f1-score': 0.16810433073079006, 'support': 2197}}
Token level accuracy: 0.5372474869281676
Wrong BIO-Encoding 101/1989 labels, 5.08%
Test-Data: Prec: 0.188, Rec: 0.162, F1: 0.1738

Scores from epoch with best dev-scores:
  Dev-Score: 0.1351
  Test-Score 0.1731

10.47 sec for evaluation

--------- Epoch 15 -----------
539.77 sec for training (7214.58 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.17391304347826086, 'recall': 0.12903225806451613, 'f1-score': 0.14814814814814814, 'support': 31}, 'micro avg': {'precision': 0.12121212121212122, 'recall': 0.08888888888888889, 'f1-score': 0.10256410256410256, 'support': 45}, 'macro avg': {'precision': 0.08695652173913043, 'recall': 0.06451612903225806, 'f1-score': 0.07407407407407407, 'support': 45}, 'weighted avg': {'precision': 0.11980676328502415, 'recall': 0.08888888888888889, 'f1-score': 0.10205761316872428, 'support': 45}}
Token level accuracy: 0.6588541666666666
Wrong BIO-Encoding 55/84 labels, 65.48%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.17391304347826086, 'recall': 0.12903225806451613, 'f1-score': 0.14814814814814814, 'support': 31}, 'micro avg': {'precision': 0.12121212121212122, 'recall': 0.08888888888888889, 'f1-score': 0.10256410256410256, 'support': 45}, 'macro avg': {'precision': 0.08695652173913043, 'recall': 0.06451612903225806, 'f1-score': 0.07407407407407407, 'support': 45}, 'weighted avg': {'precision': 0.11980676328502415, 'recall': 0.08888888888888889, 'f1-score': 0.10205761316872428, 'support': 45}}
Token level accuracy: 0.6588541666666666
Wrong BIO-Encoding 4/33 labels, 12.12%
Dev-Data: Prec: 0.138, Rec: 0.089, F1: 0.1081
{'C': {'precision': 0.1599479843953186, 'recall': 0.12166172106824925, 'f1-score': 0.13820224719101123, 'support': 1011}, 'P': {'precision': 0.20655141037306643, 'recall': 0.19139966273187184, 'f1-score': 0.1986870897155361, 'support': 1186}, 'micro avg': {'precision': 0.1873661670235546, 'recall': 0.15930814747382796, 'f1-score': 0.17220172201722017, 'support': 2197}, 'macro avg': {'precision': 0.1832496973841925, 'recall': 0.15653069190006055, 'f1-score': 0.16844466845327366, 'support': 2197}, 'weighted avg': {'precision': 0.18510577374880466, 'recall': 0.15930814747382796, 'f1-score': 0.17085360050648074, 'support': 2197}}
Token level accuracy: 0.531015454668236
Wrong BIO-Encoding 2027/3791 labels, 53.47%
{'C': {'precision': 0.1599479843953186, 'recall': 0.12166172106824925, 'f1-score': 0.13820224719101123, 'support': 1011}, 'P': {'precision': 0.20655141037306643, 'recall': 0.19139966273187184, 'f1-score': 0.1986870897155361, 'support': 1186}, 'micro avg': {'precision': 0.1873661670235546, 'recall': 0.15930814747382796, 'f1-score': 0.17220172201722017, 'support': 2197}, 'macro avg': {'precision': 0.1832496973841925, 'recall': 0.15653069190006055, 'f1-score': 0.16844466845327366, 'support': 2197}, 'weighted avg': {'precision': 0.18510577374880466, 'recall': 0.15930814747382796, 'f1-score': 0.17085360050648074, 'support': 2197}}
Token level accuracy: 0.531015454668236
Wrong BIO-Encoding 104/1868 labels, 5.57%
Test-Data: Prec: 0.198, Rec: 0.159, F1: 0.1767

Scores from epoch with best dev-scores:
  Dev-Score: 0.1351
  Test-Score 0.1731

11.79 sec for evaluation

--------- Epoch 16 -----------
542.92 sec for training (7757.50 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.07142857142857142, 'recall': 0.06451612903225806, 'f1-score': 0.06779661016949153, 'support': 31}, 'micro avg': {'precision': 0.06060606060606061, 'recall': 0.044444444444444446, 'f1-score': 0.05128205128205128, 'support': 45}, 'macro avg': {'precision': 0.03571428571428571, 'recall': 0.03225806451612903, 'f1-score': 0.03389830508474576, 'support': 45}, 'weighted avg': {'precision': 0.0492063492063492, 'recall': 0.044444444444444446, 'f1-score': 0.046704331450094165, 'support': 45}}
Token level accuracy: 0.6315104166666666
Wrong BIO-Encoding 35/65 labels, 53.85%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.07142857142857142, 'recall': 0.06451612903225806, 'f1-score': 0.06779661016949153, 'support': 31}, 'micro avg': {'precision': 0.06060606060606061, 'recall': 0.044444444444444446, 'f1-score': 0.05128205128205128, 'support': 45}, 'macro avg': {'precision': 0.03571428571428571, 'recall': 0.03225806451612903, 'f1-score': 0.03389830508474576, 'support': 45}, 'weighted avg': {'precision': 0.0492063492063492, 'recall': 0.044444444444444446, 'f1-score': 0.046704331450094165, 'support': 45}}
Token level accuracy: 0.6315104166666666
Wrong BIO-Encoding 3/33 labels, 9.09%
Dev-Data: Prec: 0.067, Rec: 0.044, F1: 0.0533
{'C': {'precision': 0.18298555377207062, 'recall': 0.11275964391691394, 'f1-score': 0.13953488372093026, 'support': 1011}, 'P': {'precision': 0.22561863173216884, 'recall': 0.26138279932546377, 'f1-score': 0.24218750000000003, 'support': 1186}, 'micro avg': {'precision': 0.21231847771657486, 'recall': 0.19299044151115158, 'f1-score': 0.2021936099189318, 'support': 2197}, 'macro avg': {'precision': 0.20430209275211975, 'recall': 0.18707122162118886, 'f1-score': 0.19086119186046513, 'support': 2197}, 'weighted avg': {'precision': 0.20600004191985236, 'recall': 0.19299044151115158, 'f1-score': 0.19494954139365525, 'support': 2197}}
Token level accuracy: 0.559030658511644
Wrong BIO-Encoding 2704/4571 labels, 59.16%
{'C': {'precision': 0.18298555377207062, 'recall': 0.11275964391691394, 'f1-score': 0.13953488372093026, 'support': 1011}, 'P': {'precision': 0.22561863173216884, 'recall': 0.26138279932546377, 'f1-score': 0.24218750000000003, 'support': 1186}, 'micro avg': {'precision': 0.21231847771657486, 'recall': 0.19299044151115158, 'f1-score': 0.2021936099189318, 'support': 2197}, 'macro avg': {'precision': 0.20430209275211975, 'recall': 0.18707122162118886, 'f1-score': 0.19086119186046513, 'support': 2197}, 'weighted avg': {'precision': 0.20600004191985236, 'recall': 0.19299044151115158, 'f1-score': 0.19494954139365525, 'support': 2197}}
Token level accuracy: 0.559030658511644
Wrong BIO-Encoding 130/1997 labels, 6.51%
Test-Data: Prec: 0.227, Rec: 0.193, F1: 0.2087

Scores from epoch with best dev-scores:
  Dev-Score: 0.1351
  Test-Score 0.1731

11.65 sec for evaluation

--------- Epoch 17 -----------
536.38 sec for training (8293.88 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.06451612903225806, 'recall': 0.06451612903225806, 'f1-score': 0.06451612903225806, 'support': 31}, 'micro avg': {'precision': 0.05263157894736842, 'recall': 0.044444444444444446, 'f1-score': 0.048192771084337345, 'support': 45}, 'macro avg': {'precision': 0.03225806451612903, 'recall': 0.03225806451612903, 'f1-score': 0.03225806451612903, 'support': 45}, 'weighted avg': {'precision': 0.044444444444444446, 'recall': 0.044444444444444446, 'f1-score': 0.044444444444444446, 'support': 45}}
Token level accuracy: 0.578125
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.06451612903225806, 'recall': 0.06451612903225806, 'f1-score': 0.06451612903225806, 'support': 31}, 'micro avg': {'precision': 0.05263157894736842, 'recall': 0.044444444444444446, 'f1-score': 0.048192771084337345, 'support': 45}, 'macro avg': {'precision': 0.03225806451612903, 'recall': 0.03225806451612903, 'f1-score': 0.03225806451612903, 'support': 45}, 'weighted avg': {'precision': 0.044444444444444446, 'recall': 0.044444444444444446, 'f1-score': 0.044444444444444446, 'support': 45}}
Token level accuracy: 0.578125
Dev-Data: Prec: 0.053, Rec: 0.044, F1: 0.0482
{'C': {'precision': 0.197265625, 'recall': 0.09990108803165183, 'f1-score': 0.13263296126066976, 'support': 1011}, 'P': {'precision': 0.20692194403534608, 'recall': 0.23693086003372682, 'f1-score': 0.2209119496855346, 'support': 1186}, 'micro avg': {'precision': 0.20427807486631017, 'recall': 0.17387346381429222, 'f1-score': 0.187853454634866, 'support': 2197}, 'macro avg': {'precision': 0.20209378451767304, 'recall': 0.16841597403268932, 'f1-score': 0.17677245547310216, 'support': 2197}, 'weighted avg': {'precision': 0.20247836709190736, 'recall': 0.17387346381429222, 'f1-score': 0.18028834599980934, 'support': 2197}}
Token level accuracy: 0.5560014663605317
Wrong BIO-Encoding 1590/3377 labels, 47.08%
{'C': {'precision': 0.197265625, 'recall': 0.09990108803165183, 'f1-score': 0.13263296126066976, 'support': 1011}, 'P': {'precision': 0.20692194403534608, 'recall': 0.23693086003372682, 'f1-score': 0.2209119496855346, 'support': 1186}, 'micro avg': {'precision': 0.20427807486631017, 'recall': 0.17387346381429222, 'f1-score': 0.187853454634866, 'support': 2197}, 'macro avg': {'precision': 0.20209378451767304, 'recall': 0.16841597403268932, 'f1-score': 0.17677245547310216, 'support': 2197}, 'weighted avg': {'precision': 0.20247836709190736, 'recall': 0.17387346381429222, 'f1-score': 0.18028834599980934, 'support': 2197}}
Token level accuracy: 0.5560014663605317
Wrong BIO-Encoding 83/1870 labels, 4.44%
Test-Data: Prec: 0.214, Rec: 0.174, F1: 0.1918

Scores from epoch with best dev-scores:
  Dev-Score: 0.1351
  Test-Score 0.1731

11.89 sec for evaluation

--------- Epoch 18 -----------
550.15 sec for training (8844.04 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.1111111111111111, 'recall': 0.0967741935483871, 'f1-score': 0.10344827586206896, 'support': 31}, 'micro avg': {'precision': 0.08571428571428572, 'recall': 0.06666666666666667, 'f1-score': 0.075, 'support': 45}, 'macro avg': {'precision': 0.05555555555555555, 'recall': 0.04838709677419355, 'f1-score': 0.05172413793103448, 'support': 45}, 'weighted avg': {'precision': 0.0765432098765432, 'recall': 0.06666666666666667, 'f1-score': 0.07126436781609195, 'support': 45}}
Token level accuracy: 0.6328125
Wrong BIO-Encoding 15/49 labels, 30.61%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.1111111111111111, 'recall': 0.0967741935483871, 'f1-score': 0.10344827586206896, 'support': 31}, 'micro avg': {'precision': 0.08571428571428572, 'recall': 0.06666666666666667, 'f1-score': 0.075, 'support': 45}, 'macro avg': {'precision': 0.05555555555555555, 'recall': 0.04838709677419355, 'f1-score': 0.05172413793103448, 'support': 45}, 'weighted avg': {'precision': 0.0765432098765432, 'recall': 0.06666666666666667, 'f1-score': 0.07126436781609195, 'support': 45}}
Token level accuracy: 0.6328125
Wrong BIO-Encoding 1/35 labels, 2.86%
Dev-Data: Prec: 0.088, Rec: 0.067, F1: 0.0759
{'C': {'precision': 0.19538188277087035, 'recall': 0.10880316518298715, 'f1-score': 0.13977128335451083, 'support': 1011}, 'P': {'precision': 0.2252824858757062, 'recall': 0.26897133220910624, 'f1-score': 0.24519600307455805, 'support': 1186}, 'micro avg': {'precision': 0.21677614957049016, 'recall': 0.1952662721893491, 'f1-score': 0.20545977011494254, 'support': 2197}, 'macro avg': {'precision': 0.21033218432328826, 'recall': 0.1888872486960467, 'f1-score': 0.19248364321453443, 'support': 2197}, 'weighted avg': {'precision': 0.2115230367455337, 'recall': 0.1952662721893491, 'f1-score': 0.1966823974136715, 'support': 2197}}
Token level accuracy: 0.5688514152308554
Wrong BIO-Encoding 1507/3414 labels, 44.14%
{'C': {'precision': 0.19538188277087035, 'recall': 0.10880316518298715, 'f1-score': 0.13977128335451083, 'support': 1011}, 'P': {'precision': 0.2252824858757062, 'recall': 0.26897133220910624, 'f1-score': 0.24519600307455805, 'support': 1186}, 'micro avg': {'precision': 0.21677614957049016, 'recall': 0.1952662721893491, 'f1-score': 0.20545977011494254, 'support': 2197}, 'macro avg': {'precision': 0.21033218432328826, 'recall': 0.1888872486960467, 'f1-score': 0.19248364321453443, 'support': 2197}, 'weighted avg': {'precision': 0.2115230367455337, 'recall': 0.1952662721893491, 'f1-score': 0.1966823974136715, 'support': 2197}}
Token level accuracy: 0.5688514152308554
Wrong BIO-Encoding 72/1979 labels, 3.64%
Test-Data: Prec: 0.225, Rec: 0.195, F1: 0.2091

Scores from epoch with best dev-scores:
  Dev-Score: 0.1351
  Test-Score 0.1731

12.02 sec for evaluation

--------- Epoch 19 -----------
535.99 sec for training (9380.03 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.19230769230769232, 'recall': 0.16129032258064516, 'f1-score': 0.17543859649122806, 'support': 31}, 'micro avg': {'precision': 0.13513513513513514, 'recall': 0.1111111111111111, 'f1-score': 0.12195121951219512, 'support': 45}, 'macro avg': {'precision': 0.09615384615384616, 'recall': 0.08064516129032258, 'f1-score': 0.08771929824561403, 'support': 45}, 'weighted avg': {'precision': 0.13247863247863248, 'recall': 0.1111111111111111, 'f1-score': 0.12085769980506823, 'support': 45}}
Token level accuracy: 0.6471354166666666
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.19230769230769232, 'recall': 0.16129032258064516, 'f1-score': 0.17543859649122806, 'support': 31}, 'micro avg': {'precision': 0.13513513513513514, 'recall': 0.1111111111111111, 'f1-score': 0.12195121951219512, 'support': 45}, 'macro avg': {'precision': 0.09615384615384616, 'recall': 0.08064516129032258, 'f1-score': 0.08771929824561403, 'support': 45}, 'weighted avg': {'precision': 0.13247863247863248, 'recall': 0.1111111111111111, 'f1-score': 0.12085769980506823, 'support': 45}}
Token level accuracy: 0.6471354166666666
Dev-Data: Prec: 0.135, Rec: 0.111, F1: 0.1220
{'C': {'precision': 0.17069892473118278, 'recall': 0.12561819980217606, 'f1-score': 0.14472934472934473, 'support': 1011}, 'P': {'precision': 0.24280155642023346, 'recall': 0.2630691399662732, 'f1-score': 0.2525293403480372, 'support': 1186}, 'micro avg': {'precision': 0.21636274026614097, 'recall': 0.1998179335457442, 'f1-score': 0.20776147657359206, 'support': 2197}, 'macro avg': {'precision': 0.20675024057570812, 'recall': 0.19434366988422463, 'f1-score': 0.19862934253869097, 'support': 2197}, 'weighted avg': {'precision': 0.20962187474630073, 'recall': 0.1998179335457442, 'f1-score': 0.20292269693861614, 'support': 2197}}
Token level accuracy: 0.5532038048196956
Wrong BIO-Encoding 1707/3646 labels, 46.82%
{'C': {'precision': 0.17069892473118278, 'recall': 0.12561819980217606, 'f1-score': 0.14472934472934473, 'support': 1011}, 'P': {'precision': 0.24280155642023346, 'recall': 0.2630691399662732, 'f1-score': 0.2525293403480372, 'support': 1186}, 'micro avg': {'precision': 0.21636274026614097, 'recall': 0.1998179335457442, 'f1-score': 0.20776147657359206, 'support': 2197}, 'macro avg': {'precision': 0.20675024057570812, 'recall': 0.19434366988422463, 'f1-score': 0.19862934253869097, 'support': 2197}, 'weighted avg': {'precision': 0.20962187474630073, 'recall': 0.1998179335457442, 'f1-score': 0.20292269693861614, 'support': 2197}}
Token level accuracy: 0.5532038048196956
Wrong BIO-Encoding 90/2029 labels, 4.44%
Test-Data: Prec: 0.226, Rec: 0.200, F1: 0.2123

Scores from epoch with best dev-scores:
  Dev-Score: 0.1351
  Test-Score 0.1731

11.94 sec for evaluation

--------- Epoch 20 -----------
535.52 sec for training (9915.55 total)
-- cmv_modes1 --
{'C': {'precision': 0.125, 'recall': 0.07142857142857142, 'f1-score': 0.09090909090909091, 'support': 14}, 'P': {'precision': 0.10714285714285714, 'recall': 0.0967741935483871, 'f1-score': 0.10169491525423728, 'support': 31}, 'micro avg': {'precision': 0.1111111111111111, 'recall': 0.08888888888888889, 'f1-score': 0.09876543209876543, 'support': 45}, 'macro avg': {'precision': 0.11607142857142858, 'recall': 0.08410138248847926, 'f1-score': 0.09630200308166409, 'support': 45}, 'weighted avg': {'precision': 0.11269841269841269, 'recall': 0.08888888888888889, 'f1-score': 0.09833932545796951, 'support': 45}}
Token level accuracy: 0.5729166666666666
Wrong BIO-Encoding 8/43 labels, 18.60%
{'C': {'precision': 0.125, 'recall': 0.07142857142857142, 'f1-score': 0.09090909090909091, 'support': 14}, 'P': {'precision': 0.10714285714285714, 'recall': 0.0967741935483871, 'f1-score': 0.10169491525423728, 'support': 31}, 'micro avg': {'precision': 0.1111111111111111, 'recall': 0.08888888888888889, 'f1-score': 0.09876543209876543, 'support': 45}, 'macro avg': {'precision': 0.11607142857142858, 'recall': 0.08410138248847926, 'f1-score': 0.09630200308166409, 'support': 45}, 'weighted avg': {'precision': 0.11269841269841269, 'recall': 0.08888888888888889, 'f1-score': 0.09833932545796951, 'support': 45}}
Token level accuracy: 0.5729166666666666
Wrong BIO-Encoding 1/36 labels, 2.78%
Dev-Data: Prec: 0.114, Rec: 0.089, F1: 0.1000
{'C': {'precision': 0.2003454231433506, 'recall': 0.11473788328387735, 'f1-score': 0.14591194968553461, 'support': 1011}, 'P': {'precision': 0.24274406332453827, 'recall': 0.3102866779089376, 'f1-score': 0.27239082161361955, 'support': 1186}, 'micro avg': {'precision': 0.23102625298329355, 'recall': 0.22030040964952208, 'f1-score': 0.22553588070829447, 'support': 2197}, 'macro avg': {'precision': 0.22154474323394444, 'recall': 0.21251228059640748, 'f1-score': 0.20915138564957708, 'support': 2197}, 'weighted avg': {'precision': 0.223233355439613, 'recall': 0.22030040964952208, 'f1-score': 0.21418866434493777, 'support': 2197}}
Token level accuracy: 0.5576800632850335
Wrong BIO-Encoding 1389/3420 labels, 40.61%
{'C': {'precision': 0.2003454231433506, 'recall': 0.11473788328387735, 'f1-score': 0.14591194968553461, 'support': 1011}, 'P': {'precision': 0.24274406332453827, 'recall': 0.3102866779089376, 'f1-score': 0.27239082161361955, 'support': 1186}, 'micro avg': {'precision': 0.23102625298329355, 'recall': 0.22030040964952208, 'f1-score': 0.22553588070829447, 'support': 2197}, 'macro avg': {'precision': 0.22154474323394444, 'recall': 0.21251228059640748, 'f1-score': 0.20915138564957708, 'support': 2197}, 'weighted avg': {'precision': 0.223233355439613, 'recall': 0.22030040964952208, 'f1-score': 0.21418866434493777, 'support': 2197}}
Token level accuracy: 0.5576800632850335
Wrong BIO-Encoding 64/2095 labels, 3.05%
Test-Data: Prec: 0.238, Rec: 0.220, F1: 0.2289

Scores from epoch with best dev-scores:
  Dev-Score: 0.1351
  Test-Score 0.1731

11.61 sec for evaluation

--------- Epoch 21 -----------
552.82 sec for training (10468.37 total)
-- cmv_modes1 --
{'C': {'precision': 0.08333333333333333, 'recall': 0.07142857142857142, 'f1-score': 0.07692307692307691, 'support': 14}, 'P': {'precision': 0.09090909090909091, 'recall': 0.06451612903225806, 'f1-score': 0.07547169811320754, 'support': 31}, 'micro avg': {'precision': 0.08823529411764706, 'recall': 0.06666666666666667, 'f1-score': 0.0759493670886076, 'support': 45}, 'macro avg': {'precision': 0.08712121212121213, 'recall': 0.06797235023041474, 'f1-score': 0.07619738751814223, 'support': 45}, 'weighted avg': {'precision': 0.08855218855218855, 'recall': 0.06666666666666667, 'f1-score': 0.07592323818738914, 'support': 45}}
Token level accuracy: 0.6276041666666666
{'C': {'precision': 0.08333333333333333, 'recall': 0.07142857142857142, 'f1-score': 0.07692307692307691, 'support': 14}, 'P': {'precision': 0.09090909090909091, 'recall': 0.06451612903225806, 'f1-score': 0.07547169811320754, 'support': 31}, 'micro avg': {'precision': 0.08823529411764706, 'recall': 0.06666666666666667, 'f1-score': 0.0759493670886076, 'support': 45}, 'macro avg': {'precision': 0.08712121212121213, 'recall': 0.06797235023041474, 'f1-score': 0.07619738751814223, 'support': 45}, 'weighted avg': {'precision': 0.08855218855218855, 'recall': 0.06666666666666667, 'f1-score': 0.07592323818738914, 'support': 45}}
Token level accuracy: 0.6276041666666666
Dev-Data: Prec: 0.088, Rec: 0.067, F1: 0.0759
{'C': {'precision': 0.17126436781609194, 'recall': 0.14737883283877348, 'f1-score': 0.15842636895268475, 'support': 1011}, 'P': {'precision': 0.23645320197044334, 'recall': 0.24283305227655985, 'f1-score': 0.2396006655574043, 'support': 1186}, 'micro avg': {'precision': 0.2092911877394636, 'recall': 0.1989076012744652, 'f1-score': 0.20396732788798133, 'support': 2197}, 'macro avg': {'precision': 0.20385878489326764, 'recall': 0.19510594255766667, 'f1-score': 0.19901351725504451, 'support': 2197}, 'weighted avg': {'precision': 0.20645506299454472, 'recall': 0.1989076012744652, 'f1-score': 0.20224644895869176, 'support': 2197}}
Token level accuracy: 0.5413571552605684
Wrong BIO-Encoding 1250/3278 labels, 38.13%
{'C': {'precision': 0.17126436781609194, 'recall': 0.14737883283877348, 'f1-score': 0.15842636895268475, 'support': 1011}, 'P': {'precision': 0.23645320197044334, 'recall': 0.24283305227655985, 'f1-score': 0.2396006655574043, 'support': 1186}, 'micro avg': {'precision': 0.2092911877394636, 'recall': 0.1989076012744652, 'f1-score': 0.20396732788798133, 'support': 2197}, 'macro avg': {'precision': 0.20385878489326764, 'recall': 0.19510594255766667, 'f1-score': 0.19901351725504451, 'support': 2197}, 'weighted avg': {'precision': 0.20645506299454472, 'recall': 0.1989076012744652, 'f1-score': 0.20224644895869176, 'support': 2197}}
Token level accuracy: 0.5413571552605684
Wrong BIO-Encoding 60/2088 labels, 2.87%
Test-Data: Prec: 0.215, Rec: 0.199, F1: 0.2069

Scores from epoch with best dev-scores:
  Dev-Score: 0.1351
  Test-Score 0.1731

11.76 sec for evaluation

--------- Epoch 22 -----------
542.76 sec for training (11011.13 total)
-- cmv_modes1 --
{'C': {'precision': 0.058823529411764705, 'recall': 0.07142857142857142, 'f1-score': 0.06451612903225808, 'support': 14}, 'P': {'precision': 0.09090909090909091, 'recall': 0.06451612903225806, 'f1-score': 0.07547169811320754, 'support': 31}, 'micro avg': {'precision': 0.07692307692307693, 'recall': 0.06666666666666667, 'f1-score': 0.07142857142857144, 'support': 45}, 'macro avg': {'precision': 0.0748663101604278, 'recall': 0.06797235023041474, 'f1-score': 0.06999391357273281, 'support': 45}, 'weighted avg': {'precision': 0.08092691622103386, 'recall': 0.06666666666666667, 'f1-score': 0.07206329884357882, 'support': 45}}
Token level accuracy: 0.6028645833333334
{'C': {'precision': 0.058823529411764705, 'recall': 0.07142857142857142, 'f1-score': 0.06451612903225808, 'support': 14}, 'P': {'precision': 0.09090909090909091, 'recall': 0.06451612903225806, 'f1-score': 0.07547169811320754, 'support': 31}, 'micro avg': {'precision': 0.07692307692307693, 'recall': 0.06666666666666667, 'f1-score': 0.07142857142857144, 'support': 45}, 'macro avg': {'precision': 0.0748663101604278, 'recall': 0.06797235023041474, 'f1-score': 0.06999391357273281, 'support': 45}, 'weighted avg': {'precision': 0.08092691622103386, 'recall': 0.06666666666666667, 'f1-score': 0.07206329884357882, 'support': 45}}
Token level accuracy: 0.6028645833333334
Dev-Data: Prec: 0.077, Rec: 0.067, F1: 0.0714
{'C': {'precision': 0.15425531914893617, 'recall': 0.1434223541048467, 'f1-score': 0.1486417221937468, 'support': 1011}, 'P': {'precision': 0.2559694364851958, 'recall': 0.22596964586846544, 'f1-score': 0.24003582624272282, 'support': 1186}, 'micro avg': {'precision': 0.2078510317060896, 'recall': 0.18798361401911698, 'f1-score': 0.1974187380497132, 'support': 2197}, 'macro avg': {'precision': 0.20511237781706598, 'recall': 0.18469599998665606, 'f1-score': 0.1943387742182348, 'support': 2197}, 'weighted avg': {'precision': 0.20916334971825978, 'recall': 0.18798361401911698, 'f1-score': 0.19797873056975296, 'support': 2197}}
Token level accuracy: 0.544945879719848
Wrong BIO-Encoding 1532/3435 labels, 44.60%
{'C': {'precision': 0.15425531914893617, 'recall': 0.1434223541048467, 'f1-score': 0.1486417221937468, 'support': 1011}, 'P': {'precision': 0.2559694364851958, 'recall': 0.22596964586846544, 'f1-score': 0.24003582624272282, 'support': 1186}, 'micro avg': {'precision': 0.2078510317060896, 'recall': 0.18798361401911698, 'f1-score': 0.1974187380497132, 'support': 2197}, 'macro avg': {'precision': 0.20511237781706598, 'recall': 0.18469599998665606, 'f1-score': 0.1943387742182348, 'support': 2197}, 'weighted avg': {'precision': 0.20916334971825978, 'recall': 0.18798361401911698, 'f1-score': 0.19797873056975296, 'support': 2197}}
Token level accuracy: 0.544945879719848
Wrong BIO-Encoding 84/1987 labels, 4.23%
Test-Data: Prec: 0.217, Rec: 0.188, F1: 0.2010

Scores from epoch with best dev-scores:
  Dev-Score: 0.1351
  Test-Score 0.1731

11.80 sec for evaluation

--------- Epoch 23 -----------
538.36 sec for training (11549.48 total)
-- cmv_modes1 --
{'C': {'precision': 0.23529411764705882, 'recall': 0.2857142857142857, 'f1-score': 0.2580645161290323, 'support': 14}, 'P': {'precision': 0.23076923076923078, 'recall': 0.0967741935483871, 'f1-score': 0.13636363636363635, 'support': 31}, 'micro avg': {'precision': 0.23333333333333334, 'recall': 0.15555555555555556, 'f1-score': 0.18666666666666668, 'support': 45}, 'macro avg': {'precision': 0.2330316742081448, 'recall': 0.1912442396313364, 'f1-score': 0.19721407624633433, 'support': 45}, 'weighted avg': {'precision': 0.23217697335344395, 'recall': 0.15555555555555556, 'f1-score': 0.1742261322906484, 'support': 45}}
Token level accuracy: 0.6484375
Wrong BIO-Encoding 8/37 labels, 21.62%
{'C': {'precision': 0.23529411764705882, 'recall': 0.2857142857142857, 'f1-score': 0.2580645161290323, 'support': 14}, 'P': {'precision': 0.23076923076923078, 'recall': 0.0967741935483871, 'f1-score': 0.13636363636363635, 'support': 31}, 'micro avg': {'precision': 0.23333333333333334, 'recall': 0.15555555555555556, 'f1-score': 0.18666666666666668, 'support': 45}, 'macro avg': {'precision': 0.2330316742081448, 'recall': 0.1912442396313364, 'f1-score': 0.19721407624633433, 'support': 45}, 'weighted avg': {'precision': 0.23217697335344395, 'recall': 0.15555555555555556, 'f1-score': 0.1742261322906484, 'support': 45}}
Token level accuracy: 0.6484375
Wrong BIO-Encoding 1/30 labels, 3.33%
Dev-Data: Prec: 0.241, Rec: 0.156, F1: 0.1892
{'C': {'precision': 0.14285714285714285, 'recall': 0.1394658753709199, 'f1-score': 0.14114114114114115, 'support': 1011}, 'P': {'precision': 0.24183006535947713, 'recall': 0.18718381112984822, 'f1-score': 0.21102661596958175, 'support': 1186}, 'micro avg': {'precision': 0.19055118110236222, 'recall': 0.16522530723714154, 'f1-score': 0.17698683568990736, 'support': 2197}, 'macro avg': {'precision': 0.19234360410830997, 'recall': 0.16332484325038404, 'f1-score': 0.17608387855536145, 'support': 2197}, 'weighted avg': {'precision': 0.1962854023417894, 'recall': 0.16522530723714154, 'f1-score': 0.17886720993792338, 'support': 2197}}
Token level accuracy: 0.5276389666017095
Wrong BIO-Encoding 1331/3167 labels, 42.03%
{'C': {'precision': 0.14285714285714285, 'recall': 0.1394658753709199, 'f1-score': 0.14114114114114115, 'support': 1011}, 'P': {'precision': 0.24183006535947713, 'recall': 0.18718381112984822, 'f1-score': 0.21102661596958175, 'support': 1186}, 'micro avg': {'precision': 0.19055118110236222, 'recall': 0.16522530723714154, 'f1-score': 0.17698683568990736, 'support': 2197}, 'macro avg': {'precision': 0.19234360410830997, 'recall': 0.16332484325038404, 'f1-score': 0.17608387855536145, 'support': 2197}, 'weighted avg': {'precision': 0.1962854023417894, 'recall': 0.16522530723714154, 'f1-score': 0.17886720993792338, 'support': 2197}}
Token level accuracy: 0.5276389666017095
Wrong BIO-Encoding 69/1905 labels, 3.62%
Test-Data: Prec: 0.198, Rec: 0.165, F1: 0.1800

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1800

12.37 sec for evaluation

--------- Epoch 24 -----------
541.43 sec for training (12090.91 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.16129032258064516, 'recall': 0.16129032258064516, 'f1-score': 0.16129032258064516, 'support': 31}, 'micro avg': {'precision': 0.15151515151515152, 'recall': 0.1111111111111111, 'f1-score': 0.1282051282051282, 'support': 45}, 'macro avg': {'precision': 0.08064516129032258, 'recall': 0.08064516129032258, 'f1-score': 0.08064516129032258, 'support': 45}, 'weighted avg': {'precision': 0.1111111111111111, 'recall': 0.1111111111111111, 'f1-score': 0.1111111111111111, 'support': 45}}
Token level accuracy: 0.6966145833333334
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.16129032258064516, 'recall': 0.16129032258064516, 'f1-score': 0.16129032258064516, 'support': 31}, 'micro avg': {'precision': 0.15151515151515152, 'recall': 0.1111111111111111, 'f1-score': 0.1282051282051282, 'support': 45}, 'macro avg': {'precision': 0.08064516129032258, 'recall': 0.08064516129032258, 'f1-score': 0.08064516129032258, 'support': 45}, 'weighted avg': {'precision': 0.1111111111111111, 'recall': 0.1111111111111111, 'f1-score': 0.1111111111111111, 'support': 45}}
Token level accuracy: 0.6966145833333334
Dev-Data: Prec: 0.152, Rec: 0.111, F1: 0.1282
{'C': {'precision': 0.2037914691943128, 'recall': 0.08506429277942631, 'f1-score': 0.12002791346824845, 'support': 1011}, 'P': {'precision': 0.22676837725381416, 'recall': 0.275716694772344, 'f1-score': 0.24885844748858446, 'support': 1186}, 'micro avg': {'precision': 0.22156652360515022, 'recall': 0.18798361401911698, 'f1-score': 0.20339817778872202, 'support': 2197}, 'macro avg': {'precision': 0.21527992322406347, 'recall': 0.18039049377588517, 'f1-score': 0.18444318047841646, 'support': 2197}, 'weighted avg': {'precision': 0.21619502538847238, 'recall': 0.18798361401911698, 'f1-score': 0.18957411890662737, 'support': 2197}}
Token level accuracy: 0.5570819425418202
Wrong BIO-Encoding 956/2773 labels, 34.48%
{'C': {'precision': 0.2037914691943128, 'recall': 0.08506429277942631, 'f1-score': 0.12002791346824845, 'support': 1011}, 'P': {'precision': 0.22676837725381416, 'recall': 0.275716694772344, 'f1-score': 0.24885844748858446, 'support': 1186}, 'micro avg': {'precision': 0.22156652360515022, 'recall': 0.18798361401911698, 'f1-score': 0.20339817778872202, 'support': 2197}, 'macro avg': {'precision': 0.21527992322406347, 'recall': 0.18039049377588517, 'f1-score': 0.18444318047841646, 'support': 2197}, 'weighted avg': {'precision': 0.21619502538847238, 'recall': 0.18798361401911698, 'f1-score': 0.18957411890662737, 'support': 2197}}
Token level accuracy: 0.5570819425418202
Wrong BIO-Encoding 47/1864 labels, 2.52%
Test-Data: Prec: 0.227, Rec: 0.188, F1: 0.2058

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1800

11.76 sec for evaluation

--------- Epoch 25 -----------
537.29 sec for training (12628.20 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.09375, 'recall': 0.0967741935483871, 'f1-score': 0.09523809523809523, 'support': 31}, 'micro avg': {'precision': 0.07142857142857142, 'recall': 0.06666666666666667, 'f1-score': 0.0689655172413793, 'support': 45}, 'macro avg': {'precision': 0.046875, 'recall': 0.04838709677419355, 'f1-score': 0.047619047619047616, 'support': 45}, 'weighted avg': {'precision': 0.06458333333333334, 'recall': 0.06666666666666667, 'f1-score': 0.0656084656084656, 'support': 45}}
Token level accuracy: 0.6067708333333334
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.09375, 'recall': 0.0967741935483871, 'f1-score': 0.09523809523809523, 'support': 31}, 'micro avg': {'precision': 0.07142857142857142, 'recall': 0.06666666666666667, 'f1-score': 0.0689655172413793, 'support': 45}, 'macro avg': {'precision': 0.046875, 'recall': 0.04838709677419355, 'f1-score': 0.047619047619047616, 'support': 45}, 'weighted avg': {'precision': 0.06458333333333334, 'recall': 0.06666666666666667, 'f1-score': 0.0656084656084656, 'support': 45}}
Token level accuracy: 0.6067708333333334
Dev-Data: Prec: 0.071, Rec: 0.067, F1: 0.0690
{'C': {'precision': 0.2111716621253406, 'recall': 0.1533135509396637, 'f1-score': 0.17765042979942694, 'support': 1011}, 'P': {'precision': 0.23695054945054944, 'recall': 0.290893760539629, 'f1-score': 0.2611657834973505, 'support': 1186}, 'micro avg': {'precision': 0.228310502283105, 'recall': 0.2275830678197542, 'f1-score': 0.2279462046956918, 'support': 2197}, 'macro avg': {'precision': 0.22406110578794503, 'recall': 0.22210365573964636, 'f1-score': 0.21940810664838872, 'support': 2197}, 'weighted avg': {'precision': 0.22508780248387392, 'recall': 0.2275830678197542, 'f1-score': 0.22273427571919815, 'support': 2197}}
Token level accuracy: 0.5489204885295876
Wrong BIO-Encoding 811/2958 labels, 27.42%
{'C': {'precision': 0.2111716621253406, 'recall': 0.1533135509396637, 'f1-score': 0.17765042979942694, 'support': 1011}, 'P': {'precision': 0.23695054945054944, 'recall': 0.290893760539629, 'f1-score': 0.2611657834973505, 'support': 1186}, 'micro avg': {'precision': 0.228310502283105, 'recall': 0.2275830678197542, 'f1-score': 0.2279462046956918, 'support': 2197}, 'macro avg': {'precision': 0.22406110578794503, 'recall': 0.22210365573964636, 'f1-score': 0.21940810664838872, 'support': 2197}, 'weighted avg': {'precision': 0.22508780248387392, 'recall': 0.2275830678197542, 'f1-score': 0.22273427571919815, 'support': 2197}}
Token level accuracy: 0.5489204885295876
Wrong BIO-Encoding 43/2190 labels, 1.96%
Test-Data: Prec: 0.233, Rec: 0.228, F1: 0.2302

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1800

12.02 sec for evaluation

--------- Epoch 26 -----------
537.41 sec for training (13165.61 total)
-- cmv_modes1 --
{'C': {'precision': 0.25, 'recall': 0.07142857142857142, 'f1-score': 0.11111111111111112, 'support': 14}, 'P': {'precision': 0.16, 'recall': 0.12903225806451613, 'f1-score': 0.14285714285714285, 'support': 31}, 'micro avg': {'precision': 0.1724137931034483, 'recall': 0.1111111111111111, 'f1-score': 0.13513513513513511, 'support': 45}, 'macro avg': {'precision': 0.20500000000000002, 'recall': 0.10023041474654378, 'f1-score': 0.12698412698412698, 'support': 45}, 'weighted avg': {'precision': 0.18800000000000003, 'recall': 0.1111111111111111, 'f1-score': 0.1329805996472663, 'support': 45}}
Token level accuracy: 0.7083333333333334
{'C': {'precision': 0.25, 'recall': 0.07142857142857142, 'f1-score': 0.11111111111111112, 'support': 14}, 'P': {'precision': 0.16, 'recall': 0.12903225806451613, 'f1-score': 0.14285714285714285, 'support': 31}, 'micro avg': {'precision': 0.1724137931034483, 'recall': 0.1111111111111111, 'f1-score': 0.13513513513513511, 'support': 45}, 'macro avg': {'precision': 0.20500000000000002, 'recall': 0.10023041474654378, 'f1-score': 0.12698412698412698, 'support': 45}, 'weighted avg': {'precision': 0.18800000000000003, 'recall': 0.1111111111111111, 'f1-score': 0.1329805996472663, 'support': 45}}
Token level accuracy: 0.7083333333333334
Dev-Data: Prec: 0.172, Rec: 0.111, F1: 0.1351
{'C': {'precision': 0.1774193548387097, 'recall': 0.10880316518298715, 'f1-score': 0.134886572654813, 'support': 1011}, 'P': {'precision': 0.2210144927536232, 'recall': 0.2057335581787521, 'f1-score': 0.2131004366812227, 'support': 1186}, 'micro avg': {'precision': 0.20533642691415313, 'recall': 0.16112881201638599, 'f1-score': 0.180566182096404, 'support': 2197}, 'macro avg': {'precision': 0.19921692379616646, 'recall': 0.15726836168086963, 'f1-score': 0.17399350466801783, 'support': 2197}, 'weighted avg': {'precision': 0.20095318896118916, 'recall': 0.16112881201638599, 'f1-score': 0.17710853111422212, 'support': 2197}}
Token level accuracy: 0.547357656910224
Wrong BIO-Encoding 995/2668 labels, 37.29%
{'C': {'precision': 0.1774193548387097, 'recall': 0.10880316518298715, 'f1-score': 0.134886572654813, 'support': 1011}, 'P': {'precision': 0.2210144927536232, 'recall': 0.2057335581787521, 'f1-score': 0.2131004366812227, 'support': 1186}, 'micro avg': {'precision': 0.20533642691415313, 'recall': 0.16112881201638599, 'f1-score': 0.180566182096404, 'support': 2197}, 'macro avg': {'precision': 0.19921692379616646, 'recall': 0.15726836168086963, 'f1-score': 0.17399350466801783, 'support': 2197}, 'weighted avg': {'precision': 0.20095318896118916, 'recall': 0.16112881201638599, 'f1-score': 0.17710853111422212, 'support': 2197}}
Token level accuracy: 0.547357656910224
Wrong BIO-Encoding 51/1724 labels, 2.96%
Test-Data: Prec: 0.212, Rec: 0.161, F1: 0.1829

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1800

11.73 sec for evaluation

--------- Epoch 27 -----------
544.65 sec for training (13710.26 total)
-- cmv_modes1 --
{'C': {'precision': 0.11764705882352941, 'recall': 0.14285714285714285, 'f1-score': 0.12903225806451615, 'support': 14}, 'P': {'precision': 0.10526315789473684, 'recall': 0.06451612903225806, 'f1-score': 0.07999999999999999, 'support': 31}, 'micro avg': {'precision': 0.1111111111111111, 'recall': 0.08888888888888889, 'f1-score': 0.09876543209876543, 'support': 45}, 'macro avg': {'precision': 0.11145510835913312, 'recall': 0.10368663594470046, 'f1-score': 0.10451612903225807, 'support': 45}, 'weighted avg': {'precision': 0.10911592707258341, 'recall': 0.08888888888888889, 'f1-score': 0.09525448028673834, 'support': 45}}
Token level accuracy: 0.69140625
{'C': {'precision': 0.11764705882352941, 'recall': 0.14285714285714285, 'f1-score': 0.12903225806451615, 'support': 14}, 'P': {'precision': 0.10526315789473684, 'recall': 0.06451612903225806, 'f1-score': 0.07999999999999999, 'support': 31}, 'micro avg': {'precision': 0.1111111111111111, 'recall': 0.08888888888888889, 'f1-score': 0.09876543209876543, 'support': 45}, 'macro avg': {'precision': 0.11145510835913312, 'recall': 0.10368663594470046, 'f1-score': 0.10451612903225807, 'support': 45}, 'weighted avg': {'precision': 0.10911592707258341, 'recall': 0.08888888888888889, 'f1-score': 0.09525448028673834, 'support': 45}}
Token level accuracy: 0.69140625
Dev-Data: Prec: 0.111, Rec: 0.089, F1: 0.0988
{'C': {'precision': 0.1695736434108527, 'recall': 0.17309594460929772, 'f1-score': 0.17131669114047965, 'support': 1011}, 'P': {'precision': 0.24542829643888353, 'recall': 0.21500843170320405, 'f1-score': 0.2292134831460674, 'support': 1186}, 'micro avg': {'precision': 0.20762916465475614, 'recall': 0.19572143832498862, 'f1-score': 0.20149953139643859, 'support': 2197}, 'macro avg': {'precision': 0.2075009699248681, 'recall': 0.1940521881562509, 'f1-score': 0.2002650871432735, 'support': 2197}, 'weighted avg': {'precision': 0.2105220359876595, 'recall': 0.19572143832498862, 'f1-score': 0.20257094481304547, 'support': 2197}}
Token level accuracy: 0.542669162052133
Wrong BIO-Encoding 954/2970 labels, 32.12%
{'C': {'precision': 0.1695736434108527, 'recall': 0.17309594460929772, 'f1-score': 0.17131669114047965, 'support': 1011}, 'P': {'precision': 0.24542829643888353, 'recall': 0.21500843170320405, 'f1-score': 0.2292134831460674, 'support': 1186}, 'micro avg': {'precision': 0.20762916465475614, 'recall': 0.19572143832498862, 'f1-score': 0.20149953139643859, 'support': 2197}, 'macro avg': {'precision': 0.2075009699248681, 'recall': 0.1940521881562509, 'f1-score': 0.2002650871432735, 'support': 2197}, 'weighted avg': {'precision': 0.2105220359876595, 'recall': 0.19572143832498862, 'f1-score': 0.20257094481304547, 'support': 2197}}
Token level accuracy: 0.542669162052133
Wrong BIO-Encoding 55/2071 labels, 2.66%
Test-Data: Prec: 0.213, Rec: 0.196, F1: 0.2041

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1800

11.98 sec for evaluation

--------- Epoch 28 -----------
540.60 sec for training (14250.86 total)
-- cmv_modes1 --
{'C': {'precision': 0.1, 'recall': 0.14285714285714285, 'f1-score': 0.11764705882352941, 'support': 14}, 'P': {'precision': 0.3, 'recall': 0.0967741935483871, 'f1-score': 0.14634146341463414, 'support': 31}, 'micro avg': {'precision': 0.16666666666666666, 'recall': 0.1111111111111111, 'f1-score': 0.13333333333333333, 'support': 45}, 'macro avg': {'precision': 0.2, 'recall': 0.11981566820276497, 'f1-score': 0.13199426111908177, 'support': 45}, 'weighted avg': {'precision': 0.23777777777777775, 'recall': 0.1111111111111111, 'f1-score': 0.13741431531962378, 'support': 45}}
Token level accuracy: 0.625
Wrong BIO-Encoding 7/36 labels, 19.44%
{'C': {'precision': 0.1, 'recall': 0.14285714285714285, 'f1-score': 0.11764705882352941, 'support': 14}, 'P': {'precision': 0.3, 'recall': 0.0967741935483871, 'f1-score': 0.14634146341463414, 'support': 31}, 'micro avg': {'precision': 0.16666666666666666, 'recall': 0.1111111111111111, 'f1-score': 0.13333333333333333, 'support': 45}, 'macro avg': {'precision': 0.2, 'recall': 0.11981566820276497, 'f1-score': 0.13199426111908177, 'support': 45}, 'weighted avg': {'precision': 0.23777777777777775, 'recall': 0.1111111111111111, 'f1-score': 0.13741431531962378, 'support': 45}}
Token level accuracy: 0.625
Wrong BIO-Encoding 1/30 labels, 3.33%
Dev-Data: Prec: 0.172, Rec: 0.111, F1: 0.1351
{'C': {'precision': 0.15689655172413794, 'recall': 0.18001978239366964, 'f1-score': 0.16766467065868265, 'support': 1011}, 'P': {'precision': 0.22036082474226804, 'recall': 0.14418212478920742, 'f1-score': 0.17431192660550457, 'support': 1186}, 'micro avg': {'precision': 0.18233471074380164, 'recall': 0.16067364588074648, 'f1-score': 0.1708202274376966, 'support': 2197}, 'macro avg': {'precision': 0.188628688233203, 'recall': 0.16210095359143853, 'f1-score': 0.1709882986320936, 'support': 2197}, 'weighted avg': {'precision': 0.19115628217452585, 'recall': 0.16067364588074648, 'f1-score': 0.17125303913976178, 'support': 2197}}
Token level accuracy: 0.4862142815798105
Wrong BIO-Encoding 1394/3266 labels, 42.68%
{'C': {'precision': 0.15689655172413794, 'recall': 0.18001978239366964, 'f1-score': 0.16766467065868265, 'support': 1011}, 'P': {'precision': 0.22036082474226804, 'recall': 0.14418212478920742, 'f1-score': 0.17431192660550457, 'support': 1186}, 'micro avg': {'precision': 0.18233471074380164, 'recall': 0.16067364588074648, 'f1-score': 0.1708202274376966, 'support': 2197}, 'macro avg': {'precision': 0.188628688233203, 'recall': 0.16210095359143853, 'f1-score': 0.1709882986320936, 'support': 2197}, 'weighted avg': {'precision': 0.19115628217452585, 'recall': 0.16067364588074648, 'f1-score': 0.17125303913976178, 'support': 2197}}
Token level accuracy: 0.4862142815798105
Wrong BIO-Encoding 64/1936 labels, 3.31%
Test-Data: Prec: 0.189, Rec: 0.161, F1: 0.1735

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1800

11.73 sec for evaluation

--------- Epoch 29 -----------
532.92 sec for training (14783.78 total)
-- cmv_modes1 --
{'C': {'precision': 0.09523809523809523, 'recall': 0.14285714285714285, 'f1-score': 0.11428571428571427, 'support': 14}, 'P': {'precision': 0.1, 'recall': 0.06451612903225806, 'f1-score': 0.0784313725490196, 'support': 31}, 'micro avg': {'precision': 0.0975609756097561, 'recall': 0.08888888888888889, 'f1-score': 0.09302325581395349, 'support': 45}, 'macro avg': {'precision': 0.09761904761904762, 'recall': 0.10368663594470046, 'f1-score': 0.09635854341736694, 'support': 45}, 'weighted avg': {'precision': 0.09851851851851852, 'recall': 0.08888888888888889, 'f1-score': 0.08958605664488017, 'support': 45}}
Token level accuracy: 0.6380208333333334
{'C': {'precision': 0.09523809523809523, 'recall': 0.14285714285714285, 'f1-score': 0.11428571428571427, 'support': 14}, 'P': {'precision': 0.1, 'recall': 0.06451612903225806, 'f1-score': 0.0784313725490196, 'support': 31}, 'micro avg': {'precision': 0.0975609756097561, 'recall': 0.08888888888888889, 'f1-score': 0.09302325581395349, 'support': 45}, 'macro avg': {'precision': 0.09761904761904762, 'recall': 0.10368663594470046, 'f1-score': 0.09635854341736694, 'support': 45}, 'weighted avg': {'precision': 0.09851851851851852, 'recall': 0.08888888888888889, 'f1-score': 0.08958605664488017, 'support': 45}}
Token level accuracy: 0.6380208333333334
Dev-Data: Prec: 0.098, Rec: 0.089, F1: 0.0930
{'C': {'precision': 0.16422018348623854, 'recall': 0.17705242334322452, 'f1-score': 0.17039504997620183, 'support': 1011}, 'P': {'precision': 0.24045801526717558, 'recall': 0.21247892074198987, 'f1-score': 0.22560429722470904, 'support': 1186}, 'micro avg': {'precision': 0.20159027128157156, 'recall': 0.19617660446062812, 'f1-score': 0.1988465974625144, 'support': 2197}, 'macro avg': {'precision': 0.20233909937670708, 'recall': 0.1947656720426072, 'f1-score': 0.19799967360045545, 'support': 2197}, 'weighted avg': {'precision': 0.20537542631381767, 'recall': 0.19617660446062812, 'f1-score': 0.20019849432610148, 'support': 2197}}
Token level accuracy: 0.524223890100137
Wrong BIO-Encoding 801/2902 labels, 27.60%
{'C': {'precision': 0.16422018348623854, 'recall': 0.17705242334322452, 'f1-score': 0.17039504997620183, 'support': 1011}, 'P': {'precision': 0.24045801526717558, 'recall': 0.21247892074198987, 'f1-score': 0.22560429722470904, 'support': 1186}, 'micro avg': {'precision': 0.20159027128157156, 'recall': 0.19617660446062812, 'f1-score': 0.1988465974625144, 'support': 2197}, 'macro avg': {'precision': 0.20233909937670708, 'recall': 0.1947656720426072, 'f1-score': 0.19799967360045545, 'support': 2197}, 'weighted avg': {'precision': 0.20537542631381767, 'recall': 0.19617660446062812, 'f1-score': 0.20019849432610148, 'support': 2197}}
Token level accuracy: 0.524223890100137
Wrong BIO-Encoding 37/2138 labels, 1.73%
Test-Data: Prec: 0.205, Rec: 0.196, F1: 0.2006

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1800

11.77 sec for evaluation

--------- Epoch 30 -----------
537.89 sec for training (15321.67 total)
-- cmv_modes1 --
{'C': {'precision': 0.14285714285714285, 'recall': 0.14285714285714285, 'f1-score': 0.14285714285714285, 'support': 14}, 'P': {'precision': 0.19230769230769232, 'recall': 0.16129032258064516, 'f1-score': 0.17543859649122806, 'support': 31}, 'micro avg': {'precision': 0.175, 'recall': 0.15555555555555556, 'f1-score': 0.16470588235294117, 'support': 45}, 'macro avg': {'precision': 0.1675824175824176, 'recall': 0.15207373271889402, 'f1-score': 0.15914786967418545, 'support': 45}, 'weighted avg': {'precision': 0.17692307692307693, 'recall': 0.15555555555555556, 'f1-score': 0.16530214424951267, 'support': 45}}
Token level accuracy: 0.7135416666666666
{'C': {'precision': 0.14285714285714285, 'recall': 0.14285714285714285, 'f1-score': 0.14285714285714285, 'support': 14}, 'P': {'precision': 0.19230769230769232, 'recall': 0.16129032258064516, 'f1-score': 0.17543859649122806, 'support': 31}, 'micro avg': {'precision': 0.175, 'recall': 0.15555555555555556, 'f1-score': 0.16470588235294117, 'support': 45}, 'macro avg': {'precision': 0.1675824175824176, 'recall': 0.15207373271889402, 'f1-score': 0.15914786967418545, 'support': 45}, 'weighted avg': {'precision': 0.17692307692307693, 'recall': 0.15555555555555556, 'f1-score': 0.16530214424951267, 'support': 45}}
Token level accuracy: 0.7135416666666666
Dev-Data: Prec: 0.175, Rec: 0.156, F1: 0.1647
{'C': {'precision': 0.1903584672435105, 'recall': 0.152324431256182, 'f1-score': 0.16923076923076924, 'support': 1011}, 'P': {'precision': 0.23318713450292397, 'recall': 0.26897133220910624, 'f1-score': 0.249804228660924, 'support': 1186}, 'micro avg': {'precision': 0.21727147450620118, 'recall': 0.21529358215748748, 'f1-score': 0.2162780064014632, 'support': 2197}, 'macro avg': {'precision': 0.21177280087321723, 'recall': 0.21064788173264412, 'f1-score': 0.20951749894584662, 'support': 2197}, 'weighted avg': {'precision': 0.2134785397831848, 'recall': 0.21529358215748748, 'f1-score': 0.2127265010851905, 'support': 2197}}
Token level accuracy: 0.5549595786142894
Wrong BIO-Encoding 507/2655 labels, 19.10%
{'C': {'precision': 0.1903584672435105, 'recall': 0.152324431256182, 'f1-score': 0.16923076923076924, 'support': 1011}, 'P': {'precision': 0.23318713450292397, 'recall': 0.26897133220910624, 'f1-score': 0.249804228660924, 'support': 1186}, 'micro avg': {'precision': 0.21727147450620118, 'recall': 0.21529358215748748, 'f1-score': 0.2162780064014632, 'support': 2197}, 'macro avg': {'precision': 0.21177280087321723, 'recall': 0.21064788173264412, 'f1-score': 0.20951749894584662, 'support': 2197}, 'weighted avg': {'precision': 0.2134785397831848, 'recall': 0.21529358215748748, 'f1-score': 0.2127265010851905, 'support': 2197}}
Token level accuracy: 0.5549595786142894
Wrong BIO-Encoding 29/2177 labels, 1.33%
Test-Data: Prec: 0.220, Rec: 0.215, F1: 0.2177

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1800

11.99 sec for evaluation

--------- Epoch 31 -----------
536.42 sec for training (15858.09 total)
-- cmv_modes1 --
{'C': {'precision': 0.1, 'recall': 0.07142857142857142, 'f1-score': 0.08333333333333333, 'support': 14}, 'P': {'precision': 0.17647058823529413, 'recall': 0.0967741935483871, 'f1-score': 0.125, 'support': 31}, 'micro avg': {'precision': 0.14814814814814814, 'recall': 0.08888888888888889, 'f1-score': 0.1111111111111111, 'support': 45}, 'macro avg': {'precision': 0.13823529411764707, 'recall': 0.08410138248847926, 'f1-score': 0.10416666666666666, 'support': 45}, 'weighted avg': {'precision': 0.15267973856209152, 'recall': 0.08888888888888889, 'f1-score': 0.11203703703703702, 'support': 45}}
Token level accuracy: 0.6927083333333334
Wrong BIO-Encoding 9/35 labels, 25.71%
{'C': {'precision': 0.1, 'recall': 0.07142857142857142, 'f1-score': 0.08333333333333333, 'support': 14}, 'P': {'precision': 0.17647058823529413, 'recall': 0.0967741935483871, 'f1-score': 0.125, 'support': 31}, 'micro avg': {'precision': 0.14814814814814814, 'recall': 0.08888888888888889, 'f1-score': 0.1111111111111111, 'support': 45}, 'macro avg': {'precision': 0.13823529411764707, 'recall': 0.08410138248847926, 'f1-score': 0.10416666666666666, 'support': 45}, 'weighted avg': {'precision': 0.15267973856209152, 'recall': 0.08888888888888889, 'f1-score': 0.11203703703703702, 'support': 45}}
Token level accuracy: 0.6927083333333334
Wrong BIO-Encoding 1/27 labels, 3.70%
Dev-Data: Prec: 0.154, Rec: 0.089, F1: 0.1127
{'C': {'precision': 0.19823788546255505, 'recall': 0.13353115727002968, 'f1-score': 0.15957446808510636, 'support': 1011}, 'P': {'precision': 0.2420774647887324, 'recall': 0.2318718381112985, 'f1-score': 0.2368647717484927, 'support': 1186}, 'micro avg': {'precision': 0.22564667033571822, 'recall': 0.18661811561219846, 'f1-score': 0.2042850024912805, 'support': 2197}, 'macro avg': {'precision': 0.22015767512564371, 'recall': 0.18270149769066407, 'f1-score': 0.19821961991679954, 'support': 2197}, 'weighted avg': {'precision': 0.22190367566776503, 'recall': 0.18661811561219846, 'f1-score': 0.20129786369037544, 'support': 2197}}
Token level accuracy: 0.5545736942638291
Wrong BIO-Encoding 683/2462 labels, 27.74%
{'C': {'precision': 0.19823788546255505, 'recall': 0.13353115727002968, 'f1-score': 0.15957446808510636, 'support': 1011}, 'P': {'precision': 0.2420774647887324, 'recall': 0.2318718381112985, 'f1-score': 0.2368647717484927, 'support': 1186}, 'micro avg': {'precision': 0.22564667033571822, 'recall': 0.18661811561219846, 'f1-score': 0.2042850024912805, 'support': 2197}, 'macro avg': {'precision': 0.22015767512564371, 'recall': 0.18270149769066407, 'f1-score': 0.19821961991679954, 'support': 2197}, 'weighted avg': {'precision': 0.22190367566776503, 'recall': 0.18661811561219846, 'f1-score': 0.20129786369037544, 'support': 2197}}
Token level accuracy: 0.5545736942638291
Wrong BIO-Encoding 38/1817 labels, 2.09%
Test-Data: Prec: 0.230, Rec: 0.187, F1: 0.2062

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1800

11.62 sec for evaluation

--------- Epoch 32 -----------
536.33 sec for training (16394.41 total)
-- cmv_modes1 --
{'C': {'precision': 0.16666666666666666, 'recall': 0.07142857142857142, 'f1-score': 0.1, 'support': 14}, 'P': {'precision': 0.04, 'recall': 0.03225806451612903, 'f1-score': 0.03571428571428571, 'support': 31}, 'micro avg': {'precision': 0.06451612903225806, 'recall': 0.044444444444444446, 'f1-score': 0.05263157894736842, 'support': 45}, 'macro avg': {'precision': 0.10333333333333333, 'recall': 0.05184331797235023, 'f1-score': 0.06785714285714287, 'support': 45}, 'weighted avg': {'precision': 0.0794074074074074, 'recall': 0.044444444444444446, 'f1-score': 0.055714285714285716, 'support': 45}}
Token level accuracy: 0.6848958333333334
{'C': {'precision': 0.16666666666666666, 'recall': 0.07142857142857142, 'f1-score': 0.1, 'support': 14}, 'P': {'precision': 0.04, 'recall': 0.03225806451612903, 'f1-score': 0.03571428571428571, 'support': 31}, 'micro avg': {'precision': 0.06451612903225806, 'recall': 0.044444444444444446, 'f1-score': 0.05263157894736842, 'support': 45}, 'macro avg': {'precision': 0.10333333333333333, 'recall': 0.05184331797235023, 'f1-score': 0.06785714285714287, 'support': 45}, 'weighted avg': {'precision': 0.0794074074074074, 'recall': 0.044444444444444446, 'f1-score': 0.055714285714285716, 'support': 45}}
Token level accuracy: 0.6848958333333334
Dev-Data: Prec: 0.065, Rec: 0.044, F1: 0.0526
{'C': {'precision': 0.2543352601156069, 'recall': 0.13056379821958458, 'f1-score': 0.17254901960784316, 'support': 1011}, 'P': {'precision': 0.24836601307189543, 'recall': 0.2563237774030354, 'f1-score': 0.25228215767634854, 'support': 1186}, 'micro avg': {'precision': 0.25014343086632246, 'recall': 0.19845243513882568, 'f1-score': 0.22131979695431475, 'support': 2197}, 'macro avg': {'precision': 0.2513506365937512, 'recall': 0.19344378781131, 'f1-score': 0.21241558864209586, 'support': 2197}, 'weighted avg': {'precision': 0.25111289917166435, 'recall': 0.19845243513882568, 'f1-score': 0.21559112327158797, 'support': 2197}}
Token level accuracy: 0.5491713133573868
Wrong BIO-Encoding 1294/2990 labels, 43.28%
{'C': {'precision': 0.2543352601156069, 'recall': 0.13056379821958458, 'f1-score': 0.17254901960784316, 'support': 1011}, 'P': {'precision': 0.24836601307189543, 'recall': 0.2563237774030354, 'f1-score': 0.25228215767634854, 'support': 1186}, 'micro avg': {'precision': 0.25014343086632246, 'recall': 0.19845243513882568, 'f1-score': 0.22131979695431475, 'support': 2197}, 'macro avg': {'precision': 0.2513506365937512, 'recall': 0.19344378781131, 'f1-score': 0.21241558864209586, 'support': 2197}, 'weighted avg': {'precision': 0.25111289917166435, 'recall': 0.19845243513882568, 'f1-score': 0.21559112327158797, 'support': 2197}}
Token level accuracy: 0.5491713133573868
Wrong BIO-Encoding 47/1743 labels, 2.70%
Test-Data: Prec: 0.257, Rec: 0.198, F1: 0.2240

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1800

11.76 sec for evaluation

--------- Epoch 33 -----------
550.59 sec for training (16945.00 total)
-- cmv_modes1 --
{'C': {'precision': 0.045454545454545456, 'recall': 0.07142857142857142, 'f1-score': 0.05555555555555555, 'support': 14}, 'P': {'precision': 0.09090909090909091, 'recall': 0.06451612903225806, 'f1-score': 0.07547169811320754, 'support': 31}, 'micro avg': {'precision': 0.06818181818181818, 'recall': 0.06666666666666667, 'f1-score': 0.06741573033707866, 'support': 45}, 'macro avg': {'precision': 0.06818181818181818, 'recall': 0.06797235023041474, 'f1-score': 0.06551362683438156, 'support': 45}, 'weighted avg': {'precision': 0.07676767676767676, 'recall': 0.06666666666666667, 'f1-score': 0.06927556487304914, 'support': 45}}
Token level accuracy: 0.5690104166666666
Wrong BIO-Encoding 23/66 labels, 34.85%
{'C': {'precision': 0.045454545454545456, 'recall': 0.07142857142857142, 'f1-score': 0.05555555555555555, 'support': 14}, 'P': {'precision': 0.09090909090909091, 'recall': 0.06451612903225806, 'f1-score': 0.07547169811320754, 'support': 31}, 'micro avg': {'precision': 0.06818181818181818, 'recall': 0.06666666666666667, 'f1-score': 0.06741573033707866, 'support': 45}, 'macro avg': {'precision': 0.06818181818181818, 'recall': 0.06797235023041474, 'f1-score': 0.06551362683438156, 'support': 45}, 'weighted avg': {'precision': 0.07676767676767676, 'recall': 0.06666666666666667, 'f1-score': 0.06927556487304914, 'support': 45}}
Token level accuracy: 0.5690104166666666
Wrong BIO-Encoding 1/44 labels, 2.27%
Dev-Data: Prec: 0.070, Rec: 0.067, F1: 0.0682
{'C': {'precision': 0.18388625592417063, 'recall': 0.19188921859545005, 'f1-score': 0.18780251694094868, 'support': 1011}, 'P': {'precision': 0.23573200992555832, 'recall': 0.2403035413153457, 'f1-score': 0.23799582463465555, 'support': 1186}, 'micro avg': {'precision': 0.21157243816254417, 'recall': 0.21802457897132455, 'f1-score': 0.21475005604124636, 'support': 2197}, 'macro avg': {'precision': 0.20980913292486447, 'recall': 0.21609637995539788, 'f1-score': 0.21289917078780213, 'support': 2197}, 'weighted avg': {'precision': 0.21187399568095072, 'recall': 0.21802457897132455, 'f1-score': 0.21489822150386917, 'support': 2197}}
Token level accuracy: 0.5411256246502923
Wrong BIO-Encoding 220/2470 labels, 8.91%
{'C': {'precision': 0.18388625592417063, 'recall': 0.19188921859545005, 'f1-score': 0.18780251694094868, 'support': 1011}, 'P': {'precision': 0.23573200992555832, 'recall': 0.2403035413153457, 'f1-score': 0.23799582463465555, 'support': 1186}, 'micro avg': {'precision': 0.21157243816254417, 'recall': 0.21802457897132455, 'f1-score': 0.21475005604124636, 'support': 2197}, 'macro avg': {'precision': 0.20980913292486447, 'recall': 0.21609637995539788, 'f1-score': 0.21289917078780213, 'support': 2197}, 'weighted avg': {'precision': 0.21187399568095072, 'recall': 0.21802457897132455, 'f1-score': 0.21489822150386917, 'support': 2197}}
Token level accuracy: 0.5411256246502923
Wrong BIO-Encoding 14/2264 labels, 0.62%
Test-Data: Prec: 0.213, Rec: 0.218, F1: 0.2154

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1800

11.96 sec for evaluation

--------- Epoch 34 -----------
537.38 sec for training (17482.39 total)
-- cmv_modes1 --
{'C': {'precision': 0.14285714285714285, 'recall': 0.07142857142857142, 'f1-score': 0.09523809523809523, 'support': 14}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 31}, 'micro avg': {'precision': 0.047619047619047616, 'recall': 0.022222222222222223, 'f1-score': 0.030303030303030304, 'support': 45}, 'macro avg': {'precision': 0.07142857142857142, 'recall': 0.03571428571428571, 'f1-score': 0.047619047619047616, 'support': 45}, 'weighted avg': {'precision': 0.044444444444444446, 'recall': 0.022222222222222223, 'f1-score': 0.029629629629629627, 'support': 45}}
Token level accuracy: 0.59765625
{'C': {'precision': 0.14285714285714285, 'recall': 0.07142857142857142, 'f1-score': 0.09523809523809523, 'support': 14}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 31}, 'micro avg': {'precision': 0.047619047619047616, 'recall': 0.022222222222222223, 'f1-score': 0.030303030303030304, 'support': 45}, 'macro avg': {'precision': 0.07142857142857142, 'recall': 0.03571428571428571, 'f1-score': 0.047619047619047616, 'support': 45}, 'weighted avg': {'precision': 0.044444444444444446, 'recall': 0.022222222222222223, 'f1-score': 0.029629629629629627, 'support': 45}}
Token level accuracy: 0.59765625
Dev-Data: Prec: 0.048, Rec: 0.022, F1: 0.0303
{'C': {'precision': 0.19968553459119498, 'recall': 0.12561819980217606, 'f1-score': 0.15421979356405588, 'support': 1011}, 'P': {'precision': 0.25149700598802394, 'recall': 0.21247892074198987, 'f1-score': 0.23034734917733088, 'support': 1186}, 'micro avg': {'precision': 0.2313797313797314, 'recall': 0.1725079654073737, 'f1-score': 0.19765319426336375, 'support': 2197}, 'macro avg': {'precision': 0.22559127028960946, 'recall': 0.16904856027208298, 'f1-score': 0.19228357137069338, 'support': 2197}, 'weighted avg': {'precision': 0.22765476767113996, 'recall': 0.1725079654073737, 'f1-score': 0.1953155063348088, 'support': 2197}}
Token level accuracy: 0.5292596808736422
Wrong BIO-Encoding 531/2137 labels, 24.85%
{'C': {'precision': 0.19968553459119498, 'recall': 0.12561819980217606, 'f1-score': 0.15421979356405588, 'support': 1011}, 'P': {'precision': 0.25149700598802394, 'recall': 0.21247892074198987, 'f1-score': 0.23034734917733088, 'support': 1186}, 'micro avg': {'precision': 0.2313797313797314, 'recall': 0.1725079654073737, 'f1-score': 0.19765319426336375, 'support': 2197}, 'macro avg': {'precision': 0.22559127028960946, 'recall': 0.16904856027208298, 'f1-score': 0.19228357137069338, 'support': 2197}, 'weighted avg': {'precision': 0.22765476767113996, 'recall': 0.1725079654073737, 'f1-score': 0.1953155063348088, 'support': 2197}}
Token level accuracy: 0.5292596808736422
Wrong BIO-Encoding 32/1638 labels, 1.95%
Test-Data: Prec: 0.236, Rec: 0.173, F1: 0.1993

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1800

11.87 sec for evaluation

--------- Epoch 35 -----------
536.24 sec for training (18018.63 total)
-- cmv_modes1 --
{'C': {'precision': 0.14285714285714285, 'recall': 0.07142857142857142, 'f1-score': 0.09523809523809523, 'support': 14}, 'P': {'precision': 0.10714285714285714, 'recall': 0.0967741935483871, 'f1-score': 0.10169491525423728, 'support': 31}, 'micro avg': {'precision': 0.11428571428571428, 'recall': 0.08888888888888889, 'f1-score': 0.1, 'support': 45}, 'macro avg': {'precision': 0.125, 'recall': 0.08410138248847926, 'f1-score': 0.09846650524616626, 'support': 45}, 'weighted avg': {'precision': 0.11825396825396825, 'recall': 0.08888888888888889, 'f1-score': 0.09968612680477086, 'support': 45}}
Token level accuracy: 0.7083333333333334
{'C': {'precision': 0.14285714285714285, 'recall': 0.07142857142857142, 'f1-score': 0.09523809523809523, 'support': 14}, 'P': {'precision': 0.10714285714285714, 'recall': 0.0967741935483871, 'f1-score': 0.10169491525423728, 'support': 31}, 'micro avg': {'precision': 0.11428571428571428, 'recall': 0.08888888888888889, 'f1-score': 0.1, 'support': 45}, 'macro avg': {'precision': 0.125, 'recall': 0.08410138248847926, 'f1-score': 0.09846650524616626, 'support': 45}, 'weighted avg': {'precision': 0.11825396825396825, 'recall': 0.08888888888888889, 'f1-score': 0.09968612680477086, 'support': 45}}
Token level accuracy: 0.7083333333333334
Dev-Data: Prec: 0.114, Rec: 0.089, F1: 0.1000
{'C': {'precision': 0.1968365553602812, 'recall': 0.11078140454995054, 'f1-score': 0.14177215189873418, 'support': 1011}, 'P': {'precision': 0.236449864498645, 'recall': 0.2942664418212479, 'f1-score': 0.26220886551465067, 'support': 1186}, 'micro avg': {'precision': 0.2254278728606357, 'recall': 0.20983158852981337, 'f1-score': 0.21735030645921735, 'support': 2197}, 'macro avg': {'precision': 0.2166432099294631, 'recall': 0.20252392318559923, 'f1-score': 0.20199050870669244, 'support': 2197}, 'weighted avg': {'precision': 0.2182208906529983, 'recall': 0.20983158852981337, 'f1-score': 0.2067871461401893, 'support': 2197}}
Token level accuracy: 0.5534546296474947
Wrong BIO-Encoding 434/2454 labels, 17.69%
{'C': {'precision': 0.1968365553602812, 'recall': 0.11078140454995054, 'f1-score': 0.14177215189873418, 'support': 1011}, 'P': {'precision': 0.236449864498645, 'recall': 0.2942664418212479, 'f1-score': 0.26220886551465067, 'support': 1186}, 'micro avg': {'precision': 0.2254278728606357, 'recall': 0.20983158852981337, 'f1-score': 0.21735030645921735, 'support': 2197}, 'macro avg': {'precision': 0.2166432099294631, 'recall': 0.20252392318559923, 'f1-score': 0.20199050870669244, 'support': 2197}, 'weighted avg': {'precision': 0.2182208906529983, 'recall': 0.20983158852981337, 'f1-score': 0.2067871461401893, 'support': 2197}}
Token level accuracy: 0.5534546296474947
Wrong BIO-Encoding 25/2045 labels, 1.22%
Test-Data: Prec: 0.228, Rec: 0.210, F1: 0.2186

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1800

11.69 sec for evaluation

--------- Epoch 36 -----------
537.07 sec for training (18555.70 total)
-- cmv_modes1 --
{'C': {'precision': 0.0625, 'recall': 0.07142857142857142, 'f1-score': 0.06666666666666667, 'support': 14}, 'P': {'precision': 0.08695652173913043, 'recall': 0.06451612903225806, 'f1-score': 0.07407407407407407, 'support': 31}, 'micro avg': {'precision': 0.07692307692307693, 'recall': 0.06666666666666667, 'f1-score': 0.07142857142857144, 'support': 45}, 'macro avg': {'precision': 0.07472826086956522, 'recall': 0.06797235023041474, 'f1-score': 0.07037037037037036, 'support': 45}, 'weighted avg': {'precision': 0.07934782608695652, 'recall': 0.06666666666666667, 'f1-score': 0.07176954732510288, 'support': 45}}
Token level accuracy: 0.7174479166666666
{'C': {'precision': 0.0625, 'recall': 0.07142857142857142, 'f1-score': 0.06666666666666667, 'support': 14}, 'P': {'precision': 0.08695652173913043, 'recall': 0.06451612903225806, 'f1-score': 0.07407407407407407, 'support': 31}, 'micro avg': {'precision': 0.07692307692307693, 'recall': 0.06666666666666667, 'f1-score': 0.07142857142857144, 'support': 45}, 'macro avg': {'precision': 0.07472826086956522, 'recall': 0.06797235023041474, 'f1-score': 0.07037037037037036, 'support': 45}, 'weighted avg': {'precision': 0.07934782608695652, 'recall': 0.06666666666666667, 'f1-score': 0.07176954732510288, 'support': 45}}
Token level accuracy: 0.7174479166666666
Dev-Data: Prec: 0.077, Rec: 0.067, F1: 0.0714
{'C': {'precision': 0.18694690265486727, 'recall': 0.1671612265084075, 'f1-score': 0.1765013054830287, 'support': 1011}, 'P': {'precision': 0.24907063197026022, 'recall': 0.22596964586846544, 'f1-score': 0.2369584438549956, 'support': 1186}, 'micro avg': {'precision': 0.2207070707070707, 'recall': 0.1989076012744652, 'f1-score': 0.20924108211635145, 'support': 2197}, 'macro avg': {'precision': 0.21800876731256374, 'recall': 0.19656543618843647, 'f1-score': 0.20672987466901216, 'support': 2197}, 'weighted avg': {'precision': 0.22048297137041392, 'recall': 0.1989076012744652, 'f1-score': 0.20913770334791387, 'support': 2197}}
Token level accuracy: 0.5401416195566189
Wrong BIO-Encoding 991/2929 labels, 33.83%
{'C': {'precision': 0.18694690265486727, 'recall': 0.1671612265084075, 'f1-score': 0.1765013054830287, 'support': 1011}, 'P': {'precision': 0.24907063197026022, 'recall': 0.22596964586846544, 'f1-score': 0.2369584438549956, 'support': 1186}, 'micro avg': {'precision': 0.2207070707070707, 'recall': 0.1989076012744652, 'f1-score': 0.20924108211635145, 'support': 2197}, 'macro avg': {'precision': 0.21800876731256374, 'recall': 0.19656543618843647, 'f1-score': 0.20672987466901216, 'support': 2197}, 'weighted avg': {'precision': 0.22048297137041392, 'recall': 0.1989076012744652, 'f1-score': 0.20913770334791387, 'support': 2197}}
Token level accuracy: 0.5401416195566189
Wrong BIO-Encoding 42/1980 labels, 2.12%
Test-Data: Prec: 0.225, Rec: 0.199, F1: 0.2114

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1800

11.68 sec for evaluation

--------- Epoch 37 -----------
533.09 sec for training (19088.79 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.17391304347826086, 'recall': 0.12903225806451613, 'f1-score': 0.14814814814814814, 'support': 31}, 'micro avg': {'precision': 0.10526315789473684, 'recall': 0.08888888888888889, 'f1-score': 0.09638554216867469, 'support': 45}, 'macro avg': {'precision': 0.08695652173913043, 'recall': 0.06451612903225806, 'f1-score': 0.07407407407407407, 'support': 45}, 'weighted avg': {'precision': 0.11980676328502415, 'recall': 0.08888888888888889, 'f1-score': 0.10205761316872428, 'support': 45}}
Token level accuracy: 0.75
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.17391304347826086, 'recall': 0.12903225806451613, 'f1-score': 0.14814814814814814, 'support': 31}, 'micro avg': {'precision': 0.10526315789473684, 'recall': 0.08888888888888889, 'f1-score': 0.09638554216867469, 'support': 45}, 'macro avg': {'precision': 0.08695652173913043, 'recall': 0.06451612903225806, 'f1-score': 0.07407407407407407, 'support': 45}, 'weighted avg': {'precision': 0.11980676328502415, 'recall': 0.08888888888888889, 'f1-score': 0.10205761316872428, 'support': 45}}
Token level accuracy: 0.75
Dev-Data: Prec: 0.105, Rec: 0.089, F1: 0.0964
{'C': {'precision': 0.1885245901639344, 'recall': 0.15924826904055392, 'f1-score': 0.17265415549597857, 'support': 1011}, 'P': {'precision': 0.2445980985306828, 'recall': 0.23861720067453626, 'f1-score': 0.24157063593683312, 'support': 1186}, 'micro avg': {'precision': 0.2207856787667827, 'recall': 0.20209376422394174, 'f1-score': 0.21102661596958175, 'support': 2197}, 'macro avg': {'precision': 0.21656134434730862, 'recall': 0.1989327348575451, 'f1-score': 0.20711239571640583, 'support': 2197}, 'weighted avg': {'precision': 0.2187945860323748, 'recall': 0.20209376422394174, 'f1-score': 0.20985713492376804, 'support': 2197}}
Token level accuracy: 0.531208396843466
Wrong BIO-Encoding 598/2582 labels, 23.16%
{'C': {'precision': 0.1885245901639344, 'recall': 0.15924826904055392, 'f1-score': 0.17265415549597857, 'support': 1011}, 'P': {'precision': 0.2445980985306828, 'recall': 0.23861720067453626, 'f1-score': 0.24157063593683312, 'support': 1186}, 'micro avg': {'precision': 0.2207856787667827, 'recall': 0.20209376422394174, 'f1-score': 0.21102661596958175, 'support': 2197}, 'macro avg': {'precision': 0.21656134434730862, 'recall': 0.1989327348575451, 'f1-score': 0.20711239571640583, 'support': 2197}, 'weighted avg': {'precision': 0.2187945860323748, 'recall': 0.20209376422394174, 'f1-score': 0.20985713492376804, 'support': 2197}}
Token level accuracy: 0.531208396843466
Wrong BIO-Encoding 27/2011 labels, 1.34%
Test-Data: Prec: 0.224, Rec: 0.202, F1: 0.2124

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1800

11.82 sec for evaluation

--------- Epoch 38 -----------
533.26 sec for training (19622.05 total)
-- cmv_modes1 --
{'C': {'precision': 0.2857142857142857, 'recall': 0.14285714285714285, 'f1-score': 0.19047619047619047, 'support': 14}, 'P': {'precision': 0.2, 'recall': 0.16129032258064516, 'f1-score': 0.17857142857142855, 'support': 31}, 'micro avg': {'precision': 0.21875, 'recall': 0.15555555555555556, 'f1-score': 0.18181818181818185, 'support': 45}, 'macro avg': {'precision': 0.24285714285714285, 'recall': 0.15207373271889402, 'f1-score': 0.1845238095238095, 'support': 45}, 'weighted avg': {'precision': 0.22666666666666666, 'recall': 0.15555555555555556, 'f1-score': 0.18227513227513223, 'support': 45}}
Token level accuracy: 0.7239583333333334
{'C': {'precision': 0.2857142857142857, 'recall': 0.14285714285714285, 'f1-score': 0.19047619047619047, 'support': 14}, 'P': {'precision': 0.2, 'recall': 0.16129032258064516, 'f1-score': 0.17857142857142855, 'support': 31}, 'micro avg': {'precision': 0.21875, 'recall': 0.15555555555555556, 'f1-score': 0.18181818181818185, 'support': 45}, 'macro avg': {'precision': 0.24285714285714285, 'recall': 0.15207373271889402, 'f1-score': 0.1845238095238095, 'support': 45}, 'weighted avg': {'precision': 0.22666666666666666, 'recall': 0.15555555555555556, 'f1-score': 0.18227513227513223, 'support': 45}}
Token level accuracy: 0.7239583333333334
Dev-Data: Prec: 0.219, Rec: 0.156, F1: 0.1818
{'C': {'precision': 0.2222222222222222, 'recall': 0.13254203758654798, 'f1-score': 0.16604708798017348, 'support': 1011}, 'P': {'precision': 0.22662677636499626, 'recall': 0.2554806070826307, 'f1-score': 0.24019024970273486, 'support': 1186}, 'micro avg': {'precision': 0.2252577319587629, 'recall': 0.1989076012744652, 'f1-score': 0.21126420111191685, 'support': 2197}, 'macro avg': {'precision': 0.22442449929360925, 'recall': 0.19401132233458934, 'f1-score': 0.2031186688414542, 'support': 2197}, 'weighted avg': {'precision': 0.2245999196338426, 'recall': 0.1989076012744652, 'f1-score': 0.2060715712769226, 'support': 2197}}
Token level accuracy: 0.5560207605780547
Wrong BIO-Encoding 283/2210 labels, 12.81%
{'C': {'precision': 0.2222222222222222, 'recall': 0.13254203758654798, 'f1-score': 0.16604708798017348, 'support': 1011}, 'P': {'precision': 0.22662677636499626, 'recall': 0.2554806070826307, 'f1-score': 0.24019024970273486, 'support': 1186}, 'micro avg': {'precision': 0.2252577319587629, 'recall': 0.1989076012744652, 'f1-score': 0.21126420111191685, 'support': 2197}, 'macro avg': {'precision': 0.22442449929360925, 'recall': 0.19401132233458934, 'f1-score': 0.2031186688414542, 'support': 2197}, 'weighted avg': {'precision': 0.2245999196338426, 'recall': 0.1989076012744652, 'f1-score': 0.2060715712769226, 'support': 2197}}
Token level accuracy: 0.5560207605780547
Wrong BIO-Encoding 13/1940 labels, 0.67%
Test-Data: Prec: 0.227, Rec: 0.199, F1: 0.2119

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1800

11.79 sec for evaluation

--------- Epoch 39 -----------
543.33 sec for training (20165.38 total)
-- cmv_modes1 --
{'C': {'precision': 0.125, 'recall': 0.07142857142857142, 'f1-score': 0.09090909090909091, 'support': 14}, 'P': {'precision': 0.15151515151515152, 'recall': 0.16129032258064516, 'f1-score': 0.15625, 'support': 31}, 'micro avg': {'precision': 0.14634146341463414, 'recall': 0.13333333333333333, 'f1-score': 0.13953488372093023, 'support': 45}, 'macro avg': {'precision': 0.13825757575757575, 'recall': 0.11635944700460829, 'f1-score': 0.12357954545454546, 'support': 45}, 'weighted avg': {'precision': 0.14326599326599326, 'recall': 0.13333333333333333, 'f1-score': 0.13592171717171717, 'support': 45}}
Token level accuracy: 0.6640625
{'C': {'precision': 0.125, 'recall': 0.07142857142857142, 'f1-score': 0.09090909090909091, 'support': 14}, 'P': {'precision': 0.15151515151515152, 'recall': 0.16129032258064516, 'f1-score': 0.15625, 'support': 31}, 'micro avg': {'precision': 0.14634146341463414, 'recall': 0.13333333333333333, 'f1-score': 0.13953488372093023, 'support': 45}, 'macro avg': {'precision': 0.13825757575757575, 'recall': 0.11635944700460829, 'f1-score': 0.12357954545454546, 'support': 45}, 'weighted avg': {'precision': 0.14326599326599326, 'recall': 0.13333333333333333, 'f1-score': 0.13592171717171717, 'support': 45}}
Token level accuracy: 0.6640625
Dev-Data: Prec: 0.146, Rec: 0.133, F1: 0.1395
{'C': {'precision': 0.1994459833795014, 'recall': 0.142433234421365, 'f1-score': 0.1661858049624928, 'support': 1011}, 'P': {'precision': 0.22477995937711578, 'recall': 0.2799325463743676, 'f1-score': 0.249342846413819, 'support': 1186}, 'micro avg': {'precision': 0.21646202819463392, 'recall': 0.216659080564406, 'f1-score': 0.2165605095541401, 'support': 2197}, 'macro avg': {'precision': 0.2121129713783086, 'recall': 0.2111828903978663, 'f1-score': 0.2077643256881559, 'support': 2197}, 'weighted avg': {'precision': 0.21312194857439018, 'recall': 0.21665908056440597, 'f1-score': 0.2110762242439097, 'support': 2197}}
Token level accuracy: 0.5530108626444654
Wrong BIO-Encoding 232/2419 labels, 9.59%
{'C': {'precision': 0.1994459833795014, 'recall': 0.142433234421365, 'f1-score': 0.1661858049624928, 'support': 1011}, 'P': {'precision': 0.22477995937711578, 'recall': 0.2799325463743676, 'f1-score': 0.249342846413819, 'support': 1186}, 'micro avg': {'precision': 0.21646202819463392, 'recall': 0.216659080564406, 'f1-score': 0.2165605095541401, 'support': 2197}, 'macro avg': {'precision': 0.2121129713783086, 'recall': 0.2111828903978663, 'f1-score': 0.2077643256881559, 'support': 2197}, 'weighted avg': {'precision': 0.21312194857439018, 'recall': 0.21665908056440597, 'f1-score': 0.2110762242439097, 'support': 2197}}
Token level accuracy: 0.5530108626444654
Wrong BIO-Encoding 12/2199 labels, 0.55%
Test-Data: Prec: 0.218, Rec: 0.217, F1: 0.2172

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1800

11.64 sec for evaluation

--------- Epoch 40 -----------
547.38 sec for training (20712.76 total)
-- cmv_modes1 --
{'C': {'precision': 0.05555555555555555, 'recall': 0.07142857142857142, 'f1-score': 0.0625, 'support': 14}, 'P': {'precision': 0.29411764705882354, 'recall': 0.16129032258064516, 'f1-score': 0.20833333333333331, 'support': 31}, 'micro avg': {'precision': 0.17142857142857143, 'recall': 0.13333333333333333, 'f1-score': 0.15, 'support': 45}, 'macro avg': {'precision': 0.17483660130718953, 'recall': 0.11635944700460829, 'f1-score': 0.13541666666666666, 'support': 45}, 'weighted avg': {'precision': 0.2198983297022513, 'recall': 0.13333333333333333, 'f1-score': 0.16296296296296295, 'support': 45}}
Token level accuracy: 0.7044270833333334
{'C': {'precision': 0.05555555555555555, 'recall': 0.07142857142857142, 'f1-score': 0.0625, 'support': 14}, 'P': {'precision': 0.29411764705882354, 'recall': 0.16129032258064516, 'f1-score': 0.20833333333333331, 'support': 31}, 'micro avg': {'precision': 0.17142857142857143, 'recall': 0.13333333333333333, 'f1-score': 0.15, 'support': 45}, 'macro avg': {'precision': 0.17483660130718953, 'recall': 0.11635944700460829, 'f1-score': 0.13541666666666666, 'support': 45}, 'weighted avg': {'precision': 0.2198983297022513, 'recall': 0.13333333333333333, 'f1-score': 0.16296296296296295, 'support': 45}}
Token level accuracy: 0.7044270833333334
Dev-Data: Prec: 0.171, Rec: 0.133, F1: 0.1500
{'C': {'precision': 0.17004405286343613, 'recall': 0.19090009891196835, 'f1-score': 0.1798695246971109, 'support': 1011}, 'P': {'precision': 0.24588235294117647, 'recall': 0.17622259696458684, 'f1-score': 0.20530451866404714, 'support': 1186}, 'micro avg': {'precision': 0.20251889168765744, 'recall': 0.18297678652708238, 'f1-score': 0.1922525107604017, 'support': 2197}, 'macro avg': {'precision': 0.2079632029023063, 'recall': 0.1835613479382776, 'f1-score': 0.192587021680579, 'support': 2197}, 'weighted avg': {'precision': 0.21098361767554355, 'recall': 0.18297678652708238, 'f1-score': 0.19360002212304916, 'support': 2197}}
Token level accuracy: 0.5151941962993691
Wrong BIO-Encoding 476/2440 labels, 19.51%
{'C': {'precision': 0.17004405286343613, 'recall': 0.19090009891196835, 'f1-score': 0.1798695246971109, 'support': 1011}, 'P': {'precision': 0.24588235294117647, 'recall': 0.17622259696458684, 'f1-score': 0.20530451866404714, 'support': 1186}, 'micro avg': {'precision': 0.20251889168765744, 'recall': 0.18297678652708238, 'f1-score': 0.1922525107604017, 'support': 2197}, 'macro avg': {'precision': 0.2079632029023063, 'recall': 0.1835613479382776, 'f1-score': 0.192587021680579, 'support': 2197}, 'weighted avg': {'precision': 0.21098361767554355, 'recall': 0.18297678652708238, 'f1-score': 0.19360002212304916, 'support': 2197}}
Token level accuracy: 0.5151941962993691
Wrong BIO-Encoding 21/1985 labels, 1.06%
Test-Data: Prec: 0.205, Rec: 0.183, F1: 0.1932

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1800

11.78 sec for evaluation
---------RUN 4 ------------
Read 402 sentences from: essays dataset
Read 194 sentences from: hotel dataset
Read 1927 sentences from: news dataset
Read 507 sentences from: var dataset
Read 340 sentences from: web dataset
Read 118 sentences from: wiki dataset
Generate new embeddings files for a dataset
Read file: komninos_english_embeddings.gz
Added words: 21
:: Transform cmv_modes1 dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.91%
:: Create Dev Matrix ::
Unknown-Tokens: 0.39%
:: Create Test Matrix ::
Unknown-Tokens: 1.37%
:: Transform essays dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.24%
:: Create Dev Matrix ::
Unknown-Tokens: 0.00%
:: Create Test Matrix ::
Unknown-Tokens: 0.34%
:: Transform var dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 1.45%
:: Create Dev Matrix ::
Unknown-Tokens: 5.77%
:: Create Test Matrix ::
Unknown-Tokens: 1.28%
:: Transform web dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.73%
:: Create Dev Matrix ::
Unknown-Tokens: 1.23%
:: Create Test Matrix ::
Unknown-Tokens: 0.80%
:: Transform wiki dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 1.11%
:: Create Dev Matrix ::
Unknown-Tokens: 2.41%
:: Create Test Matrix ::
Unknown-Tokens: 1.15%
:: Transform news dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 1.41%
:: Create Dev Matrix ::
Unknown-Tokens: 3.51%
:: Create Test Matrix ::
Unknown-Tokens: 1.43%
:: Transform hotel dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.88%
:: Create Dev Matrix ::
Unknown-Tokens: 1.06%
:: Create Test Matrix ::
Unknown-Tokens: 0.83%
DONE - Embeddings file saved: pkl/cmv_modes1_essays_hotel_news_var_web_wiki_komninos_english_embeddings.pkl
--- cmv_modes1 ---
233 train sentences
3 dev sentences
223 test sentences
--- essays ---
201 train sentences
1 dev sentences
201 test sentences
--- var ---
253 train sentences
1 dev sentences
254 test sentences
--- web ---
170 train sentences
1 dev sentences
170 test sentences
--- wiki ---
59 train sentences
1 dev sentences
59 test sentences
--- news ---
963 train sentences
1 dev sentences
964 test sentences
--- hotel ---
97 train sentences
1 dev sentences
97 test sentences
LSTM-Size: [100]
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66698100       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
cmv_modes1_hidden_lin_layer (TimeDistrib (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
cmv_modes1_crf (ChainCRF)                (None, None, 25)           675            cmv_modes1_hidden_lin_layer[0][0]         
=============================================================================================================================
Total params: 67,032,680
Trainable params: 334,580
Non-trainable params: 66,698,100
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66698100       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
essays_hidden_lin_layer (TimeDistributed (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
essays_crf (ChainCRF)                    (None, None, 25)           675            essays_hidden_lin_layer[0][0]             
=============================================================================================================================
Total params: 67,032,680
Trainable params: 334,580
Non-trainable params: 66,698,100
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66698100       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
var_hidden_lin_layer (TimeDistributed)   (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
var_crf (ChainCRF)                       (None, None, 25)           675            var_hidden_lin_layer[0][0]                
=============================================================================================================================
Total params: 67,032,680
Trainable params: 334,580
Non-trainable params: 66,698,100
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66698100       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
web_hidden_lin_layer (TimeDistributed)   (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
web_crf (ChainCRF)                       (None, None, 25)           675            web_hidden_lin_layer[0][0]                
=============================================================================================================================
Total params: 67,032,680
Trainable params: 334,580
Non-trainable params: 66,698,100
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66698100       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
wiki_hidden_lin_layer (TimeDistributed)  (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
wiki_crf (ChainCRF)                      (None, None, 25)           675            wiki_hidden_lin_layer[0][0]               
=============================================================================================================================
Total params: 67,032,680
Trainable params: 334,580
Non-trainable params: 66,698,100
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66698100       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
news_hidden_lin_layer (TimeDistributed)  (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
news_crf (ChainCRF)                      (None, None, 25)           675            news_hidden_lin_layer[0][0]               
=============================================================================================================================
Total params: 67,032,680
Trainable params: 334,580
Non-trainable params: 66,698,100
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66698100       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
hotel_hidden_lin_layer (TimeDistributed) (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
hotel_crf (ChainCRF)                     (None, None, 25)           675            hotel_hidden_lin_layer[0][0]              
=============================================================================================================================
Total params: 67,032,680
Trainable params: 334,580
Non-trainable params: 66,698,100
_____________________________________________________________________________________________________________________________

--------- Epoch 1 -----------
644.22 sec for training (644.22 total)
-- cmv_modes1 --
{'C': {'precision': 0.057692307692307696, 'recall': 0.21428571428571427, 'f1-score': 0.09090909090909091, 'support': 14}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 31}, 'micro avg': {'precision': 0.057692307692307696, 'recall': 0.06666666666666667, 'f1-score': 0.061855670103092786, 'support': 45}, 'macro avg': {'precision': 0.028846153846153848, 'recall': 0.10714285714285714, 'f1-score': 0.045454545454545456, 'support': 45}, 'weighted avg': {'precision': 0.017948717948717947, 'recall': 0.06666666666666667, 'f1-score': 0.02828282828282828, 'support': 45}}
Token level accuracy: 0.2682291666666667
Wrong BIO-Encoding 637/639 labels, 99.69%
{'C': {'precision': 0.057692307692307696, 'recall': 0.21428571428571427, 'f1-score': 0.09090909090909091, 'support': 14}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 31}, 'micro avg': {'precision': 0.057692307692307696, 'recall': 0.06666666666666667, 'f1-score': 0.061855670103092786, 'support': 45}, 'macro avg': {'precision': 0.028846153846153848, 'recall': 0.10714285714285714, 'f1-score': 0.045454545454545456, 'support': 45}, 'weighted avg': {'precision': 0.017948717948717947, 'recall': 0.06666666666666667, 'f1-score': 0.02828282828282828, 'support': 45}}
Token level accuracy: 0.2682291666666667
Wrong BIO-Encoding 50/52 labels, 96.15%
Dev-Data: Prec: 0.058, Rec: 0.067, F1: 0.0619
{'C': {'precision': 0.013793103448275862, 'recall': 0.033287101248266296, 'f1-score': 0.01950426655830963, 'support': 721}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 905}, 'micro avg': {'precision': 0.013793103448275862, 'recall': 0.014760147601476014, 'f1-score': 0.0142602495543672, 'support': 1626}, 'macro avg': {'precision': 0.006896551724137931, 'recall': 0.016643550624133148, 'f1-score': 0.009752133279154815, 'support': 1626}, 'weighted avg': {'precision': 0.00611613012681851, 'recall': 0.014760147601476014, 'f1-score': 0.008648570841661282, 'support': 1626}}
Token level accuracy: 0.32925839637705817
Wrong BIO-Encoding 33492/33510 labels, 99.95%
{'C': {'precision': 0.013793103448275862, 'recall': 0.033287101248266296, 'f1-score': 0.01950426655830963, 'support': 721}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 905}, 'micro avg': {'precision': 0.013793103448275862, 'recall': 0.014760147601476014, 'f1-score': 0.0142602495543672, 'support': 1626}, 'macro avg': {'precision': 0.006896551724137931, 'recall': 0.016643550624133148, 'f1-score': 0.009752133279154815, 'support': 1626}, 'weighted avg': {'precision': 0.00611613012681851, 'recall': 0.014760147601476014, 'f1-score': 0.008648570841661282, 'support': 1626}}
Token level accuracy: 0.32925839637705817
Wrong BIO-Encoding 1722/1740 labels, 98.97%
Test-Data: Prec: 0.014, Rec: 0.015, F1: 0.0143

Scores from epoch with best dev-scores:
  Dev-Score: 0.0619
  Test-Score 0.0143

12.41 sec for evaluation

--------- Epoch 2 -----------
594.06 sec for training (1238.28 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.08, 'recall': 0.06451612903225806, 'f1-score': 0.07142857142857142, 'support': 31}, 'micro avg': {'precision': 0.06666666666666667, 'recall': 0.044444444444444446, 'f1-score': 0.053333333333333344, 'support': 45}, 'macro avg': {'precision': 0.04, 'recall': 0.03225806451612903, 'f1-score': 0.03571428571428571, 'support': 45}, 'weighted avg': {'precision': 0.05511111111111111, 'recall': 0.044444444444444446, 'f1-score': 0.0492063492063492, 'support': 45}}
Token level accuracy: 0.4765625
Wrong BIO-Encoding 243/262 labels, 92.75%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.08, 'recall': 0.06451612903225806, 'f1-score': 0.07142857142857142, 'support': 31}, 'micro avg': {'precision': 0.06666666666666667, 'recall': 0.044444444444444446, 'f1-score': 0.053333333333333344, 'support': 45}, 'macro avg': {'precision': 0.04, 'recall': 0.03225806451612903, 'f1-score': 0.03571428571428571, 'support': 45}, 'weighted avg': {'precision': 0.05511111111111111, 'recall': 0.044444444444444446, 'f1-score': 0.0492063492063492, 'support': 45}}
Token level accuracy: 0.4765625
Wrong BIO-Encoding 11/30 labels, 36.67%
Dev-Data: Prec: 0.105, Rec: 0.044, F1: 0.0625
{'C': {'precision': 0.012578616352201259, 'recall': 0.0027739251040221915, 'f1-score': 0.004545454545454545, 'support': 721}, 'P': {'precision': 0.04549590536851683, 'recall': 0.055248618784530384, 'f1-score': 0.049900199600798396, 'support': 905}, 'micro avg': {'precision': 0.04133545310015898, 'recall': 0.03198031980319803, 'f1-score': 0.036061026352288486, 'support': 1626}, 'macro avg': {'precision': 0.029037260860359043, 'recall': 0.029011271944276287, 'f1-score': 0.02722282707312647, 'support': 1626}, 'weighted avg': {'precision': 0.030899739697690557, 'recall': 0.03198031980319803, 'f1-score': 0.029789024210329196, 'support': 1626}}
Token level accuracy: 0.49854715845134945
Wrong BIO-Encoding 17218/17671 labels, 97.44%
{'C': {'precision': 0.012578616352201259, 'recall': 0.0027739251040221915, 'f1-score': 0.004545454545454545, 'support': 721}, 'P': {'precision': 0.04549590536851683, 'recall': 0.055248618784530384, 'f1-score': 0.049900199600798396, 'support': 905}, 'micro avg': {'precision': 0.04133545310015898, 'recall': 0.03198031980319803, 'f1-score': 0.036061026352288486, 'support': 1626}, 'macro avg': {'precision': 0.029037260860359043, 'recall': 0.029011271944276287, 'f1-score': 0.02722282707312647, 'support': 1626}, 'weighted avg': {'precision': 0.030899739697690557, 'recall': 0.03198031980319803, 'f1-score': 0.029789024210329196, 'support': 1626}}
Token level accuracy: 0.49854715845134945
Wrong BIO-Encoding 805/1258 labels, 63.99%
Test-Data: Prec: 0.108, Rec: 0.030, F1: 0.0471

Scores from epoch with best dev-scores:
  Dev-Score: 0.0625
  Test-Score 0.0471

9.07 sec for evaluation

--------- Epoch 3 -----------
605.55 sec for training (1843.83 total)
-- cmv_modes1 --
{'C': {'precision': 0.037037037037037035, 'recall': 0.07142857142857142, 'f1-score': 0.04878048780487805, 'support': 14}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 31}, 'micro avg': {'precision': 0.03571428571428571, 'recall': 0.022222222222222223, 'f1-score': 0.0273972602739726, 'support': 45}, 'macro avg': {'precision': 0.018518518518518517, 'recall': 0.03571428571428571, 'f1-score': 0.024390243902439025, 'support': 45}, 'weighted avg': {'precision': 0.011522633744855966, 'recall': 0.022222222222222223, 'f1-score': 0.015176151761517617, 'support': 45}}
Token level accuracy: 0.2513020833333333
Wrong BIO-Encoding 150/173 labels, 86.71%
{'C': {'precision': 0.037037037037037035, 'recall': 0.07142857142857142, 'f1-score': 0.04878048780487805, 'support': 14}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 31}, 'micro avg': {'precision': 0.03571428571428571, 'recall': 0.022222222222222223, 'f1-score': 0.0273972602739726, 'support': 45}, 'macro avg': {'precision': 0.018518518518518517, 'recall': 0.03571428571428571, 'f1-score': 0.024390243902439025, 'support': 45}, 'weighted avg': {'precision': 0.011522633744855966, 'recall': 0.022222222222222223, 'f1-score': 0.015176151761517617, 'support': 45}}
Token level accuracy: 0.2513020833333333
Wrong BIO-Encoding 5/28 labels, 17.86%
Dev-Data: Prec: 0.043, Rec: 0.022, F1: 0.0294
{'C': {'precision': 0.09482758620689655, 'recall': 0.13730929264909847, 'f1-score': 0.1121813031161473, 'support': 721}, 'P': {'precision': 0.11082474226804123, 'recall': 0.04751381215469613, 'f1-score': 0.06651198762567671, 'support': 905}, 'micro avg': {'precision': 0.09916201117318436, 'recall': 0.08733087330873308, 'f1-score': 0.09287115761935906, 'support': 1626}, 'macro avg': {'precision': 0.10282616423746889, 'recall': 0.0924115524018973, 'f1-score': 0.089346645370912, 'support': 1626}, 'weighted avg': {'precision': 0.10373129237868986, 'recall': 0.08733087330873308, 'f1-score': 0.08676264966050408, 'support': 1626}}
Token level accuracy: 0.42794691238449256
Wrong BIO-Encoding 11947/12898 labels, 92.63%
{'C': {'precision': 0.09482758620689655, 'recall': 0.13730929264909847, 'f1-score': 0.1121813031161473, 'support': 721}, 'P': {'precision': 0.11082474226804123, 'recall': 0.04751381215469613, 'f1-score': 0.06651198762567671, 'support': 905}, 'micro avg': {'precision': 0.09916201117318436, 'recall': 0.08733087330873308, 'f1-score': 0.09287115761935906, 'support': 1626}, 'macro avg': {'precision': 0.10282616423746889, 'recall': 0.0924115524018973, 'f1-score': 0.089346645370912, 'support': 1626}, 'weighted avg': {'precision': 0.10373129237868986, 'recall': 0.08733087330873308, 'f1-score': 0.08676264966050408, 'support': 1626}}
Token level accuracy: 0.42794691238449256
Wrong BIO-Encoding 481/1432 labels, 33.59%
Test-Data: Prec: 0.136, Rec: 0.079, F1: 0.1001

Scores from epoch with best dev-scores:
  Dev-Score: 0.0625
  Test-Score 0.0471

8.43 sec for evaluation

--------- Epoch 4 -----------
599.92 sec for training (2443.75 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.05, 'recall': 0.06451612903225806, 'f1-score': 0.056338028169014086, 'support': 31}, 'micro avg': {'precision': 0.04081632653061224, 'recall': 0.044444444444444446, 'f1-score': 0.0425531914893617, 'support': 45}, 'macro avg': {'precision': 0.025, 'recall': 0.03225806451612903, 'f1-score': 0.028169014084507043, 'support': 45}, 'weighted avg': {'precision': 0.034444444444444444, 'recall': 0.044444444444444446, 'f1-score': 0.03881064162754304, 'support': 45}}
Token level accuracy: 0.41796875
Wrong BIO-Encoding 54/100 labels, 54.00%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.05, 'recall': 0.06451612903225806, 'f1-score': 0.056338028169014086, 'support': 31}, 'micro avg': {'precision': 0.04081632653061224, 'recall': 0.044444444444444446, 'f1-score': 0.0425531914893617, 'support': 45}, 'macro avg': {'precision': 0.025, 'recall': 0.03225806451612903, 'f1-score': 0.028169014084507043, 'support': 45}, 'weighted avg': {'precision': 0.034444444444444444, 'recall': 0.044444444444444446, 'f1-score': 0.03881064162754304, 'support': 45}}
Token level accuracy: 0.41796875
Wrong BIO-Encoding 3/49 labels, 6.12%
Dev-Data: Prec: 0.043, Rec: 0.044, F1: 0.0440
{'C': {'precision': 0.18106995884773663, 'recall': 0.12205270457697642, 'f1-score': 0.14581607290803647, 'support': 721}, 'P': {'precision': 0.20257234726688103, 'recall': 0.27845303867403315, 'f1-score': 0.23452768729641696, 'support': 905}, 'micro avg': {'precision': 0.19653179190751446, 'recall': 0.2091020910209102, 'f1-score': 0.2026221692491061, 'support': 1626}, 'macro avg': {'precision': 0.19182115305730885, 'recall': 0.20025287162550479, 'f1-score': 0.19017188010222671, 'support': 1626}, 'weighted avg': {'precision': 0.19303777036023703, 'recall': 0.2091020910209102, 'f1-score': 0.19519123343785466, 'support': 1626}}
Token level accuracy: 0.4970550509148975
Wrong BIO-Encoding 1979/3603 labels, 54.93%
{'C': {'precision': 0.18106995884773663, 'recall': 0.12205270457697642, 'f1-score': 0.14581607290803647, 'support': 721}, 'P': {'precision': 0.20257234726688103, 'recall': 0.27845303867403315, 'f1-score': 0.23452768729641696, 'support': 905}, 'micro avg': {'precision': 0.19653179190751446, 'recall': 0.2091020910209102, 'f1-score': 0.2026221692491061, 'support': 1626}, 'macro avg': {'precision': 0.19182115305730885, 'recall': 0.20025287162550479, 'f1-score': 0.19017188010222671, 'support': 1626}, 'weighted avg': {'precision': 0.19303777036023703, 'recall': 0.2091020910209102, 'f1-score': 0.19519123343785466, 'support': 1626}}
Token level accuracy: 0.4970550509148975
Wrong BIO-Encoding 106/1730 labels, 6.13%
Test-Data: Prec: 0.208, Rec: 0.208, F1: 0.2080

Scores from epoch with best dev-scores:
  Dev-Score: 0.0625
  Test-Score 0.0471

8.20 sec for evaluation

--------- Epoch 5 -----------
602.78 sec for training (3046.53 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.10526315789473684, 'recall': 0.12903225806451613, 'f1-score': 0.11594202898550723, 'support': 31}, 'micro avg': {'precision': 0.09302325581395349, 'recall': 0.08888888888888889, 'f1-score': 0.09090909090909091, 'support': 45}, 'macro avg': {'precision': 0.05263157894736842, 'recall': 0.06451612903225806, 'f1-score': 0.05797101449275362, 'support': 45}, 'weighted avg': {'precision': 0.07251461988304093, 'recall': 0.08888888888888889, 'f1-score': 0.07987117552334942, 'support': 45}}
Token level accuracy: 0.5533854166666666
Wrong BIO-Encoding 84/118 labels, 71.19%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.10526315789473684, 'recall': 0.12903225806451613, 'f1-score': 0.11594202898550723, 'support': 31}, 'micro avg': {'precision': 0.09302325581395349, 'recall': 0.08888888888888889, 'f1-score': 0.09090909090909091, 'support': 45}, 'macro avg': {'precision': 0.05263157894736842, 'recall': 0.06451612903225806, 'f1-score': 0.05797101449275362, 'support': 45}, 'weighted avg': {'precision': 0.07251461988304093, 'recall': 0.08888888888888889, 'f1-score': 0.07987117552334942, 'support': 45}}
Token level accuracy: 0.5533854166666666
Wrong BIO-Encoding 9/43 labels, 20.93%
Dev-Data: Prec: 0.118, Rec: 0.089, F1: 0.1013
{'C': {'precision': 0.10899182561307902, 'recall': 0.05547850208044383, 'f1-score': 0.07352941176470588, 'support': 721}, 'P': {'precision': 0.19367909238249595, 'recall': 0.2640883977900553, 'f1-score': 0.22346891070593736, 'support': 905}, 'micro avg': {'precision': 0.17426608369768895, 'recall': 0.17158671586715868, 'f1-score': 0.1729160210722033, 'support': 1626}, 'macro avg': {'precision': 0.1513354589977875, 'recall': 0.15978344993524957, 'f1-score': 0.14849916123532161, 'support': 1626}, 'weighted avg': {'precision': 0.1561271124681358, 'recall': 0.17158671586715868, 'f1-score': 0.15698282292203336, 'support': 1626}}
Token level accuracy: 0.5418706316588571
Wrong BIO-Encoding 4458/5793 labels, 76.95%
{'C': {'precision': 0.10899182561307902, 'recall': 0.05547850208044383, 'f1-score': 0.07352941176470588, 'support': 721}, 'P': {'precision': 0.19367909238249595, 'recall': 0.2640883977900553, 'f1-score': 0.22346891070593736, 'support': 905}, 'micro avg': {'precision': 0.17426608369768895, 'recall': 0.17158671586715868, 'f1-score': 0.1729160210722033, 'support': 1626}, 'macro avg': {'precision': 0.1513354589977875, 'recall': 0.15978344993524957, 'f1-score': 0.14849916123532161, 'support': 1626}, 'weighted avg': {'precision': 0.1561271124681358, 'recall': 0.17158671586715868, 'f1-score': 0.15698282292203336, 'support': 1626}}
Token level accuracy: 0.5418706316588571
Wrong BIO-Encoding 266/1601 labels, 16.61%
Test-Data: Prec: 0.206, Rec: 0.169, F1: 0.1857

Scores from epoch with best dev-scores:
  Dev-Score: 0.1013
  Test-Score 0.1857

8.90 sec for evaluation

--------- Epoch 6 -----------
590.96 sec for training (3637.49 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.3333333333333333, 'recall': 0.22580645161290322, 'f1-score': 0.2692307692307692, 'support': 31}, 'micro avg': {'precision': 0.1891891891891892, 'recall': 0.15555555555555556, 'f1-score': 0.17073170731707318, 'support': 45}, 'macro avg': {'precision': 0.16666666666666666, 'recall': 0.11290322580645161, 'f1-score': 0.1346153846153846, 'support': 45}, 'weighted avg': {'precision': 0.2296296296296296, 'recall': 0.15555555555555556, 'f1-score': 0.18547008547008545, 'support': 45}}
Token level accuracy: 0.4817708333333333
Wrong BIO-Encoding 68/97 labels, 70.10%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.3333333333333333, 'recall': 0.22580645161290322, 'f1-score': 0.2692307692307692, 'support': 31}, 'micro avg': {'precision': 0.1891891891891892, 'recall': 0.15555555555555556, 'f1-score': 0.17073170731707318, 'support': 45}, 'macro avg': {'precision': 0.16666666666666666, 'recall': 0.11290322580645161, 'f1-score': 0.1346153846153846, 'support': 45}, 'weighted avg': {'precision': 0.2296296296296296, 'recall': 0.15555555555555556, 'f1-score': 0.18547008547008545, 'support': 45}}
Token level accuracy: 0.4817708333333333
Wrong BIO-Encoding 8/37 labels, 21.62%
Dev-Data: Prec: 0.241, Rec: 0.156, F1: 0.1892
{'C': {'precision': 0.16266173752310537, 'recall': 0.12205270457697642, 'f1-score': 0.13946117274167988, 'support': 721}, 'P': {'precision': 0.16496018202502843, 'recall': 0.16022099447513813, 'f1-score': 0.16255605381165922, 'support': 905}, 'micro avg': {'precision': 0.16408450704225352, 'recall': 0.14329643296432965, 'f1-score': 0.15298752462245568, 'support': 1626}, 'macro avg': {'precision': 0.1638109597740669, 'recall': 0.14113684952605726, 'f1-score': 0.15100861327666953, 'support': 1626}, 'weighted avg': {'precision': 0.1639410070644586, 'recall': 0.14329643296432965, 'f1-score': 0.15231533471482336, 'support': 1626}}
Token level accuracy: 0.5752205439648177
Wrong BIO-Encoding 4778/5929 labels, 80.59%
{'C': {'precision': 0.16266173752310537, 'recall': 0.12205270457697642, 'f1-score': 0.13946117274167988, 'support': 721}, 'P': {'precision': 0.16496018202502843, 'recall': 0.16022099447513813, 'f1-score': 0.16255605381165922, 'support': 905}, 'micro avg': {'precision': 0.16408450704225352, 'recall': 0.14329643296432965, 'f1-score': 0.15298752462245568, 'support': 1626}, 'macro avg': {'precision': 0.1638109597740669, 'recall': 0.14113684952605726, 'f1-score': 0.15100861327666953, 'support': 1626}, 'weighted avg': {'precision': 0.1639410070644586, 'recall': 0.14329643296432965, 'f1-score': 0.15231533471482336, 'support': 1626}}
Token level accuracy: 0.5752205439648177
Wrong BIO-Encoding 269/1420 labels, 18.94%
Test-Data: Prec: 0.200, Rec: 0.141, F1: 0.1656

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1656

9.62 sec for evaluation

--------- Epoch 7 -----------
598.40 sec for training (4235.90 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.21428571428571427, 'recall': 0.0967741935483871, 'f1-score': 0.13333333333333333, 'support': 31}, 'micro avg': {'precision': 0.10714285714285714, 'recall': 0.06666666666666667, 'f1-score': 0.0821917808219178, 'support': 45}, 'macro avg': {'precision': 0.10714285714285714, 'recall': 0.04838709677419355, 'f1-score': 0.06666666666666667, 'support': 45}, 'weighted avg': {'precision': 0.1476190476190476, 'recall': 0.06666666666666667, 'f1-score': 0.09185185185185184, 'support': 45}}
Token level accuracy: 0.4609375
Wrong BIO-Encoding 41/64 labels, 64.06%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.21428571428571427, 'recall': 0.0967741935483871, 'f1-score': 0.13333333333333333, 'support': 31}, 'micro avg': {'precision': 0.10714285714285714, 'recall': 0.06666666666666667, 'f1-score': 0.0821917808219178, 'support': 45}, 'macro avg': {'precision': 0.10714285714285714, 'recall': 0.04838709677419355, 'f1-score': 0.06666666666666667, 'support': 45}, 'weighted avg': {'precision': 0.1476190476190476, 'recall': 0.06666666666666667, 'f1-score': 0.09185185185185184, 'support': 45}}
Token level accuracy: 0.4609375
Wrong BIO-Encoding 5/28 labels, 17.86%
Dev-Data: Prec: 0.130, Rec: 0.067, F1: 0.0882
{'C': {'precision': 0.11310344827586206, 'recall': 0.11373092926490985, 'f1-score': 0.11341632088520057, 'support': 721}, 'P': {'precision': 0.20608108108108109, 'recall': 0.13480662983425415, 'f1-score': 0.1629926519706079, 'support': 905}, 'micro avg': {'precision': 0.1548974943052392, 'recall': 0.12546125461254612, 'f1-score': 0.13863404689092762, 'support': 1626}, 'macro avg': {'precision': 0.15959226467847157, 'recall': 0.124268779549582, 'f1-score': 0.13820448642790423, 'support': 1626}, 'weighted avg': {'precision': 0.16485299174986157, 'recall': 0.12546125461254612, 'f1-score': 0.1410095432912852, 'support': 1626}}
Token level accuracy: 0.5412685531792362
Wrong BIO-Encoding 5113/6183 labels, 82.69%
{'C': {'precision': 0.11310344827586206, 'recall': 0.11373092926490985, 'f1-score': 0.11341632088520057, 'support': 721}, 'P': {'precision': 0.20608108108108109, 'recall': 0.13480662983425415, 'f1-score': 0.1629926519706079, 'support': 905}, 'micro avg': {'precision': 0.1548974943052392, 'recall': 0.12546125461254612, 'f1-score': 0.13863404689092762, 'support': 1626}, 'macro avg': {'precision': 0.15959226467847157, 'recall': 0.124268779549582, 'f1-score': 0.13820448642790423, 'support': 1626}, 'weighted avg': {'precision': 0.16485299174986157, 'recall': 0.12546125461254612, 'f1-score': 0.1410095432912852, 'support': 1626}}
Token level accuracy: 0.5412685531792362
Wrong BIO-Encoding 247/1317 labels, 18.75%
Test-Data: Prec: 0.189, Rec: 0.124, F1: 0.1499

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1656

8.27 sec for evaluation

--------- Epoch 8 -----------
620.28 sec for training (4856.18 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.13043478260869565, 'recall': 0.0967741935483871, 'f1-score': 0.1111111111111111, 'support': 31}, 'micro avg': {'precision': 0.06818181818181818, 'recall': 0.06666666666666667, 'f1-score': 0.06741573033707866, 'support': 45}, 'macro avg': {'precision': 0.06521739130434782, 'recall': 0.04838709677419355, 'f1-score': 0.05555555555555555, 'support': 45}, 'weighted avg': {'precision': 0.08985507246376812, 'recall': 0.06666666666666667, 'f1-score': 0.0765432098765432, 'support': 45}}
Token level accuracy: 0.53125
Wrong BIO-Encoding 6/49 labels, 12.24%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.13043478260869565, 'recall': 0.0967741935483871, 'f1-score': 0.1111111111111111, 'support': 31}, 'micro avg': {'precision': 0.06818181818181818, 'recall': 0.06666666666666667, 'f1-score': 0.06741573033707866, 'support': 45}, 'macro avg': {'precision': 0.06521739130434782, 'recall': 0.04838709677419355, 'f1-score': 0.05555555555555555, 'support': 45}, 'weighted avg': {'precision': 0.08985507246376812, 'recall': 0.06666666666666667, 'f1-score': 0.0765432098765432, 'support': 45}}
Token level accuracy: 0.53125
Wrong BIO-Encoding 1/44 labels, 2.27%
Dev-Data: Prec: 0.070, Rec: 0.067, F1: 0.0682
{'C': {'precision': 0.1471698113207547, 'recall': 0.1622746185852982, 'f1-score': 0.15435356200527703, 'support': 721}, 'P': {'precision': 0.24306688417618272, 'recall': 0.16464088397790055, 'f1-score': 0.1963109354413702, 'support': 905}, 'micro avg': {'precision': 0.18892045454545456, 'recall': 0.16359163591635917, 'f1-score': 0.17534607778510217, 'support': 1626}, 'macro avg': {'precision': 0.1951183477484687, 'recall': 0.1634577512815994, 'f1-score': 0.17533224872332362, 'support': 1626}, 'weighted avg': {'precision': 0.20054425838973525, 'recall': 0.16359163591635917, 'f1-score': 0.17770622065205705, 'support': 1626}}
Token level accuracy: 0.5543833931048926
Wrong BIO-Encoding 2387/3668 labels, 65.08%
{'C': {'precision': 0.1471698113207547, 'recall': 0.1622746185852982, 'f1-score': 0.15435356200527703, 'support': 721}, 'P': {'precision': 0.24306688417618272, 'recall': 0.16464088397790055, 'f1-score': 0.1963109354413702, 'support': 905}, 'micro avg': {'precision': 0.18892045454545456, 'recall': 0.16359163591635917, 'f1-score': 0.17534607778510217, 'support': 1626}, 'macro avg': {'precision': 0.1951183477484687, 'recall': 0.1634577512815994, 'f1-score': 0.17533224872332362, 'support': 1626}, 'weighted avg': {'precision': 0.20054425838973525, 'recall': 0.16359163591635917, 'f1-score': 0.17770622065205705, 'support': 1626}}
Token level accuracy: 0.5543833931048926
Wrong BIO-Encoding 127/1408 labels, 9.02%
Test-Data: Prec: 0.208, Rec: 0.164, F1: 0.1830

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1656

8.48 sec for evaluation

--------- Epoch 9 -----------
594.99 sec for training (5451.17 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.3076923076923077, 'recall': 0.12903225806451613, 'f1-score': 0.18181818181818182, 'support': 31}, 'micro avg': {'precision': 0.17391304347826086, 'recall': 0.08888888888888889, 'f1-score': 0.11764705882352941, 'support': 45}, 'macro avg': {'precision': 0.15384615384615385, 'recall': 0.06451612903225806, 'f1-score': 0.09090909090909091, 'support': 45}, 'weighted avg': {'precision': 0.21196581196581196, 'recall': 0.08888888888888889, 'f1-score': 0.12525252525252525, 'support': 45}}
Token level accuracy: 0.47265625
Wrong BIO-Encoding 9/31 labels, 29.03%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.3076923076923077, 'recall': 0.12903225806451613, 'f1-score': 0.18181818181818182, 'support': 31}, 'micro avg': {'precision': 0.17391304347826086, 'recall': 0.08888888888888889, 'f1-score': 0.11764705882352941, 'support': 45}, 'macro avg': {'precision': 0.15384615384615385, 'recall': 0.06451612903225806, 'f1-score': 0.09090909090909091, 'support': 45}, 'weighted avg': {'precision': 0.21196581196581196, 'recall': 0.08888888888888889, 'f1-score': 0.12525252525252525, 'support': 45}}
Token level accuracy: 0.47265625
Wrong BIO-Encoding 1/23 labels, 4.35%
Dev-Data: Prec: 0.182, Rec: 0.089, F1: 0.1194
{'C': {'precision': 0.1390284757118928, 'recall': 0.11511789181692095, 'f1-score': 0.12594840667678303, 'support': 721}, 'P': {'precision': 0.1791277258566978, 'recall': 0.1270718232044199, 'f1-score': 0.1486748545572075, 'support': 905}, 'micro avg': {'precision': 0.15980629539951574, 'recall': 0.12177121771217712, 'f1-score': 0.1382198952879581, 'support': 1626}, 'macro avg': {'precision': 0.1590781007842953, 'recall': 0.12109485751067042, 'f1-score': 0.13731163061699525, 'support': 1626}, 'weighted avg': {'precision': 0.16134693904587102, 'recall': 0.12177121771217712, 'f1-score': 0.1385975058968225, 'support': 1626}}
Token level accuracy: 0.5344886259522003
Wrong BIO-Encoding 1404/2545 labels, 55.17%
{'C': {'precision': 0.1390284757118928, 'recall': 0.11511789181692095, 'f1-score': 0.12594840667678303, 'support': 721}, 'P': {'precision': 0.1791277258566978, 'recall': 0.1270718232044199, 'f1-score': 0.1486748545572075, 'support': 905}, 'micro avg': {'precision': 0.15980629539951574, 'recall': 0.12177121771217712, 'f1-score': 0.1382198952879581, 'support': 1626}, 'macro avg': {'precision': 0.1590781007842953, 'recall': 0.12109485751067042, 'f1-score': 0.13731163061699525, 'support': 1626}, 'weighted avg': {'precision': 0.16134693904587102, 'recall': 0.12177121771217712, 'f1-score': 0.1385975058968225, 'support': 1626}}
Token level accuracy: 0.5344886259522003
Wrong BIO-Encoding 98/1239 labels, 7.91%
Test-Data: Prec: 0.174, Rec: 0.122, F1: 0.1431

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1656

8.31 sec for evaluation

--------- Epoch 10 -----------
615.60 sec for training (6066.77 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.14285714285714285, 'recall': 0.12903225806451613, 'f1-score': 0.13559322033898305, 'support': 31}, 'micro avg': {'precision': 0.1111111111111111, 'recall': 0.08888888888888889, 'f1-score': 0.09876543209876543, 'support': 45}, 'macro avg': {'precision': 0.07142857142857142, 'recall': 0.06451612903225806, 'f1-score': 0.06779661016949153, 'support': 45}, 'weighted avg': {'precision': 0.0984126984126984, 'recall': 0.08888888888888889, 'f1-score': 0.09340866290018833, 'support': 45}}
Token level accuracy: 0.5833333333333334
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.14285714285714285, 'recall': 0.12903225806451613, 'f1-score': 0.13559322033898305, 'support': 31}, 'micro avg': {'precision': 0.1111111111111111, 'recall': 0.08888888888888889, 'f1-score': 0.09876543209876543, 'support': 45}, 'macro avg': {'precision': 0.07142857142857142, 'recall': 0.06451612903225806, 'f1-score': 0.06779661016949153, 'support': 45}, 'weighted avg': {'precision': 0.0984126984126984, 'recall': 0.08888888888888889, 'f1-score': 0.09340866290018833, 'support': 45}}
Token level accuracy: 0.5833333333333334
Dev-Data: Prec: 0.111, Rec: 0.089, F1: 0.0988
{'C': {'precision': 0.22524752475247525, 'recall': 0.1262135922330097, 'f1-score': 0.16177777777777777, 'support': 721}, 'P': {'precision': 0.25583566760037346, 'recall': 0.3027624309392265, 'f1-score': 0.277327935222672, 'support': 905}, 'micro avg': {'precision': 0.24745762711864408, 'recall': 0.22447724477244774, 'f1-score': 0.23540793292486295, 'support': 1626}, 'macro avg': {'precision': 0.24054159617642434, 'recall': 0.2144880115861181, 'f1-score': 0.21955285650022488, 'support': 1626}, 'weighted avg': {'precision': 0.24227229060570274, 'recall': 0.22447724477244774, 'f1-score': 0.22609074978738988, 'support': 1626}}
Token level accuracy: 0.5876809507604513
Wrong BIO-Encoding 1214/2629 labels, 46.18%
{'C': {'precision': 0.22524752475247525, 'recall': 0.1262135922330097, 'f1-score': 0.16177777777777777, 'support': 721}, 'P': {'precision': 0.25583566760037346, 'recall': 0.3027624309392265, 'f1-score': 0.277327935222672, 'support': 905}, 'micro avg': {'precision': 0.24745762711864408, 'recall': 0.22447724477244774, 'f1-score': 0.23540793292486295, 'support': 1626}, 'macro avg': {'precision': 0.24054159617642434, 'recall': 0.2144880115861181, 'f1-score': 0.21955285650022488, 'support': 1626}, 'weighted avg': {'precision': 0.24227229060570274, 'recall': 0.22447724477244774, 'f1-score': 0.22609074978738988, 'support': 1626}}
Token level accuracy: 0.5876809507604513
Wrong BIO-Encoding 60/1475 labels, 4.07%
Test-Data: Prec: 0.258, Rec: 0.224, F1: 0.2401

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1656

8.37 sec for evaluation

--------- Epoch 11 -----------
608.83 sec for training (6675.60 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.20689655172413793, 'recall': 0.1935483870967742, 'f1-score': 0.19999999999999998, 'support': 31}, 'micro avg': {'precision': 0.17142857142857143, 'recall': 0.13333333333333333, 'f1-score': 0.15, 'support': 45}, 'macro avg': {'precision': 0.10344827586206896, 'recall': 0.0967741935483871, 'f1-score': 0.09999999999999999, 'support': 45}, 'weighted avg': {'precision': 0.1425287356321839, 'recall': 0.13333333333333333, 'f1-score': 0.13777777777777775, 'support': 45}}
Token level accuracy: 0.6197916666666666
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.20689655172413793, 'recall': 0.1935483870967742, 'f1-score': 0.19999999999999998, 'support': 31}, 'micro avg': {'precision': 0.17142857142857143, 'recall': 0.13333333333333333, 'f1-score': 0.15, 'support': 45}, 'macro avg': {'precision': 0.10344827586206896, 'recall': 0.0967741935483871, 'f1-score': 0.09999999999999999, 'support': 45}, 'weighted avg': {'precision': 0.1425287356321839, 'recall': 0.13333333333333333, 'f1-score': 0.13777777777777775, 'support': 45}}
Token level accuracy: 0.6197916666666666
Dev-Data: Prec: 0.171, Rec: 0.133, F1: 0.1500
{'C': {'precision': 0.18087855297157623, 'recall': 0.0970873786407767, 'f1-score': 0.1263537906137184, 'support': 721}, 'P': {'precision': 0.23375363724539283, 'recall': 0.2662983425414365, 'f1-score': 0.24896694214876036, 'support': 905}, 'micro avg': {'precision': 0.21932299012693934, 'recall': 0.19126691266912668, 'f1-score': 0.20433639947437582, 'support': 1626}, 'macro avg': {'precision': 0.20731609510848453, 'recall': 0.1816928605911066, 'f1-score': 0.1876603663812394, 'support': 1626}, 'weighted avg': {'precision': 0.21030779729371893, 'recall': 0.19126691266912668, 'f1-score': 0.19459788787030693, 'support': 1626}}
Token level accuracy: 0.5936755582314599
Wrong BIO-Encoding 1056/2424 labels, 43.56%
{'C': {'precision': 0.18087855297157623, 'recall': 0.0970873786407767, 'f1-score': 0.1263537906137184, 'support': 721}, 'P': {'precision': 0.23375363724539283, 'recall': 0.2662983425414365, 'f1-score': 0.24896694214876036, 'support': 905}, 'micro avg': {'precision': 0.21932299012693934, 'recall': 0.19126691266912668, 'f1-score': 0.20433639947437582, 'support': 1626}, 'macro avg': {'precision': 0.20731609510848453, 'recall': 0.1816928605911066, 'f1-score': 0.1876603663812394, 'support': 1626}, 'weighted avg': {'precision': 0.21030779729371893, 'recall': 0.19126691266912668, 'f1-score': 0.19459788787030693, 'support': 1626}}
Token level accuracy: 0.5936755582314599
Wrong BIO-Encoding 50/1418 labels, 3.53%
Test-Data: Prec: 0.227, Rec: 0.191, F1: 0.2077

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1656

8.31 sec for evaluation

--------- Epoch 12 -----------
594.88 sec for training (7270.47 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.2, 'recall': 0.1935483870967742, 'f1-score': 0.19672131147540983, 'support': 31}, 'micro avg': {'precision': 0.15789473684210525, 'recall': 0.13333333333333333, 'f1-score': 0.14457831325301204, 'support': 45}, 'macro avg': {'precision': 0.1, 'recall': 0.0967741935483871, 'f1-score': 0.09836065573770492, 'support': 45}, 'weighted avg': {'precision': 0.13777777777777778, 'recall': 0.13333333333333333, 'f1-score': 0.1355191256830601, 'support': 45}}
Token level accuracy: 0.6145833333333334
Wrong BIO-Encoding 53/89 labels, 59.55%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.2, 'recall': 0.1935483870967742, 'f1-score': 0.19672131147540983, 'support': 31}, 'micro avg': {'precision': 0.15789473684210525, 'recall': 0.13333333333333333, 'f1-score': 0.14457831325301204, 'support': 45}, 'macro avg': {'precision': 0.1, 'recall': 0.0967741935483871, 'f1-score': 0.09836065573770492, 'support': 45}, 'weighted avg': {'precision': 0.13777777777777778, 'recall': 0.13333333333333333, 'f1-score': 0.1355191256830601, 'support': 45}}
Token level accuracy: 0.6145833333333334
Wrong BIO-Encoding 2/38 labels, 5.26%
Dev-Data: Prec: 0.167, Rec: 0.133, F1: 0.1481
{'C': {'precision': 0.1811722912966252, 'recall': 0.14147018030513175, 'f1-score': 0.1588785046728972, 'support': 721}, 'P': {'precision': 0.279126213592233, 'recall': 0.2541436464088398, 'f1-score': 0.2660497397339503, 'support': 905}, 'micro avg': {'precision': 0.23936553713049746, 'recall': 0.20418204182041821, 'f1-score': 0.22037836043810155, 'support': 1626}, 'macro avg': {'precision': 0.2301492524444291, 'recall': 0.19780691335698578, 'f1-score': 0.21246412220342376, 'support': 1626}, 'weighted avg': {'precision': 0.23569154079079807, 'recall': 0.20418204182041821, 'f1-score': 0.2185279313212693, 'support': 1626}}
Token level accuracy: 0.5779691631109133
Wrong BIO-Encoding 1583/2894 labels, 54.70%
{'C': {'precision': 0.1811722912966252, 'recall': 0.14147018030513175, 'f1-score': 0.1588785046728972, 'support': 721}, 'P': {'precision': 0.279126213592233, 'recall': 0.2541436464088398, 'f1-score': 0.2660497397339503, 'support': 905}, 'micro avg': {'precision': 0.23936553713049746, 'recall': 0.20418204182041821, 'f1-score': 0.22037836043810155, 'support': 1626}, 'macro avg': {'precision': 0.2301492524444291, 'recall': 0.19780691335698578, 'f1-score': 0.21246412220342376, 'support': 1626}, 'weighted avg': {'precision': 0.23569154079079807, 'recall': 0.20418204182041821, 'f1-score': 0.2185279313212693, 'support': 1626}}
Token level accuracy: 0.5779691631109133
Wrong BIO-Encoding 76/1387 labels, 5.48%
Test-Data: Prec: 0.253, Rec: 0.204, F1: 0.2261

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1656

8.53 sec for evaluation

--------- Epoch 13 -----------
608.19 sec for training (7878.66 total)
-- cmv_modes1 --
{'C': {'precision': 0.08333333333333333, 'recall': 0.07142857142857142, 'f1-score': 0.07692307692307691, 'support': 14}, 'P': {'precision': 0.23529411764705882, 'recall': 0.12903225806451613, 'f1-score': 0.16666666666666666, 'support': 31}, 'micro avg': {'precision': 0.1724137931034483, 'recall': 0.1111111111111111, 'f1-score': 0.13513513513513511, 'support': 45}, 'macro avg': {'precision': 0.15931372549019607, 'recall': 0.10023041474654378, 'f1-score': 0.12179487179487178, 'support': 45}, 'weighted avg': {'precision': 0.1880174291938998, 'recall': 0.1111111111111111, 'f1-score': 0.13874643874643872, 'support': 45}}
Token level accuracy: 0.5104166666666666
{'C': {'precision': 0.08333333333333333, 'recall': 0.07142857142857142, 'f1-score': 0.07692307692307691, 'support': 14}, 'P': {'precision': 0.23529411764705882, 'recall': 0.12903225806451613, 'f1-score': 0.16666666666666666, 'support': 31}, 'micro avg': {'precision': 0.1724137931034483, 'recall': 0.1111111111111111, 'f1-score': 0.13513513513513511, 'support': 45}, 'macro avg': {'precision': 0.15931372549019607, 'recall': 0.10023041474654378, 'f1-score': 0.12179487179487178, 'support': 45}, 'weighted avg': {'precision': 0.1880174291938998, 'recall': 0.1111111111111111, 'f1-score': 0.13874643874643872, 'support': 45}}
Token level accuracy: 0.5104166666666666
Dev-Data: Prec: 0.172, Rec: 0.111, F1: 0.1351
{'C': {'precision': 0.1821247892074199, 'recall': 0.14979195561719832, 'f1-score': 0.1643835616438356, 'support': 721}, 'P': {'precision': 0.18518518518518517, 'recall': 0.1712707182320442, 'f1-score': 0.17795637198622274, 'support': 905}, 'micro avg': {'precision': 0.1839160839160839, 'recall': 0.16174661746617466, 'f1-score': 0.17212041884816753, 'support': 1626}, 'macro avg': {'precision': 0.18365498719630252, 'recall': 0.16053133692462127, 'f1-score': 0.17116996681502916, 'support': 1626}, 'weighted avg': {'precision': 0.18382814613231382, 'recall': 0.16174661746617466, 'f1-score': 0.17193792410377434, 'support': 1626}}
Token level accuracy: 0.5902463286301406
Wrong BIO-Encoding 791/2184 labels, 36.22%
{'C': {'precision': 0.1821247892074199, 'recall': 0.14979195561719832, 'f1-score': 0.1643835616438356, 'support': 721}, 'P': {'precision': 0.18518518518518517, 'recall': 0.1712707182320442, 'f1-score': 0.17795637198622274, 'support': 905}, 'micro avg': {'precision': 0.1839160839160839, 'recall': 0.16174661746617466, 'f1-score': 0.17212041884816753, 'support': 1626}, 'macro avg': {'precision': 0.18365498719630252, 'recall': 0.16053133692462127, 'f1-score': 0.17116996681502916, 'support': 1626}, 'weighted avg': {'precision': 0.18382814613231382, 'recall': 0.16174661746617466, 'f1-score': 0.17193792410377434, 'support': 1626}}
Token level accuracy: 0.5902463286301406
Wrong BIO-Encoding 37/1430 labels, 2.59%
Test-Data: Prec: 0.189, Rec: 0.162, F1: 0.1742

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1656

8.36 sec for evaluation

--------- Epoch 14 -----------
625.56 sec for training (8504.22 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.1935483870967742, 'recall': 0.1935483870967742, 'f1-score': 0.1935483870967742, 'support': 31}, 'micro avg': {'precision': 0.15384615384615385, 'recall': 0.13333333333333333, 'f1-score': 0.14285714285714288, 'support': 45}, 'macro avg': {'precision': 0.0967741935483871, 'recall': 0.0967741935483871, 'f1-score': 0.0967741935483871, 'support': 45}, 'weighted avg': {'precision': 0.13333333333333333, 'recall': 0.13333333333333333, 'f1-score': 0.13333333333333333, 'support': 45}}
Token level accuracy: 0.6276041666666666
Wrong BIO-Encoding 6/44 labels, 13.64%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.1935483870967742, 'recall': 0.1935483870967742, 'f1-score': 0.1935483870967742, 'support': 31}, 'micro avg': {'precision': 0.15384615384615385, 'recall': 0.13333333333333333, 'f1-score': 0.14285714285714288, 'support': 45}, 'macro avg': {'precision': 0.0967741935483871, 'recall': 0.0967741935483871, 'f1-score': 0.0967741935483871, 'support': 45}, 'weighted avg': {'precision': 0.13333333333333333, 'recall': 0.13333333333333333, 'f1-score': 0.13333333333333333, 'support': 45}}
Token level accuracy: 0.6276041666666666
Wrong BIO-Encoding 1/39 labels, 2.56%
Dev-Data: Prec: 0.158, Rec: 0.133, F1: 0.1446
{'C': {'precision': 0.22111553784860558, 'recall': 0.1539528432732316, 'f1-score': 0.18152085036794768, 'support': 721}, 'P': {'precision': 0.24451754385964913, 'recall': 0.24640883977900552, 'f1-score': 0.24545954870665934, 'support': 905}, 'micro avg': {'precision': 0.2362093352192362, 'recall': 0.2054120541205412, 'f1-score': 0.21973684210526315, 'support': 1626}, 'macro avg': {'precision': 0.23281654085412734, 'recall': 0.20018084152611856, 'f1-score': 0.21349019953730353, 'support': 1626}, 'weighted avg': {'precision': 0.2341406395952196, 'recall': 0.2054120541205412, 'f1-score': 0.21710788726618513, 'support': 1626}}
Token level accuracy: 0.5817125206146436
Wrong BIO-Encoding 849/2229 labels, 38.09%
{'C': {'precision': 0.22111553784860558, 'recall': 0.1539528432732316, 'f1-score': 0.18152085036794768, 'support': 721}, 'P': {'precision': 0.24451754385964913, 'recall': 0.24640883977900552, 'f1-score': 0.24545954870665934, 'support': 905}, 'micro avg': {'precision': 0.2362093352192362, 'recall': 0.2054120541205412, 'f1-score': 0.21973684210526315, 'support': 1626}, 'macro avg': {'precision': 0.23281654085412734, 'recall': 0.20018084152611856, 'f1-score': 0.21349019953730353, 'support': 1626}, 'weighted avg': {'precision': 0.2341406395952196, 'recall': 0.2054120541205412, 'f1-score': 0.21710788726618513, 'support': 1626}}
Token level accuracy: 0.5817125206146436
Wrong BIO-Encoding 34/1414 labels, 2.40%
Test-Data: Prec: 0.242, Rec: 0.205, F1: 0.2222

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1656

8.28 sec for evaluation

--------- Epoch 15 -----------
612.53 sec for training (9116.76 total)
-- cmv_modes1 --
{'C': {'precision': 0.2, 'recall': 0.07142857142857142, 'f1-score': 0.10526315789473682, 'support': 14}, 'P': {'precision': 0.08, 'recall': 0.06451612903225806, 'f1-score': 0.07142857142857142, 'support': 31}, 'micro avg': {'precision': 0.1, 'recall': 0.06666666666666667, 'f1-score': 0.08, 'support': 45}, 'macro avg': {'precision': 0.14, 'recall': 0.06797235023041474, 'f1-score': 0.08834586466165412, 'support': 45}, 'weighted avg': {'precision': 0.11733333333333335, 'recall': 0.06666666666666667, 'f1-score': 0.0819548872180451, 'support': 45}}
Token level accuracy: 0.6315104166666666
Wrong BIO-Encoding 6/35 labels, 17.14%
{'C': {'precision': 0.2, 'recall': 0.07142857142857142, 'f1-score': 0.10526315789473682, 'support': 14}, 'P': {'precision': 0.08, 'recall': 0.06451612903225806, 'f1-score': 0.07142857142857142, 'support': 31}, 'micro avg': {'precision': 0.1, 'recall': 0.06666666666666667, 'f1-score': 0.08, 'support': 45}, 'macro avg': {'precision': 0.14, 'recall': 0.06797235023041474, 'f1-score': 0.08834586466165412, 'support': 45}, 'weighted avg': {'precision': 0.11733333333333335, 'recall': 0.06666666666666667, 'f1-score': 0.0819548872180451, 'support': 45}}
Token level accuracy: 0.6315104166666666
Wrong BIO-Encoding 1/30 labels, 3.33%
Dev-Data: Prec: 0.103, Rec: 0.067, F1: 0.0811
{'C': {'precision': 0.24871355060034306, 'recall': 0.20110957004160887, 'f1-score': 0.2223926380368098, 'support': 721}, 'P': {'precision': 0.23962516733601072, 'recall': 0.19779005524861878, 'f1-score': 0.21670702179176754, 'support': 905}, 'micro avg': {'precision': 0.24360902255639097, 'recall': 0.1992619926199262, 'f1-score': 0.21921515561569688, 'support': 1626}, 'macro avg': {'precision': 0.24416935896817688, 'recall': 0.19944981264511383, 'f1-score': 0.21954982991428867, 'support': 1626}, 'weighted avg': {'precision': 0.2436551331008223, 'recall': 0.1992619926199262, 'f1-score': 0.21922813453019033, 'support': 1626}}
Token level accuracy: 0.5647757912096542
Wrong BIO-Encoding 1255/2539 labels, 49.43%
{'C': {'precision': 0.24871355060034306, 'recall': 0.20110957004160887, 'f1-score': 0.2223926380368098, 'support': 721}, 'P': {'precision': 0.23962516733601072, 'recall': 0.19779005524861878, 'f1-score': 0.21670702179176754, 'support': 905}, 'micro avg': {'precision': 0.24360902255639097, 'recall': 0.1992619926199262, 'f1-score': 0.21921515561569688, 'support': 1626}, 'macro avg': {'precision': 0.24416935896817688, 'recall': 0.19944981264511383, 'f1-score': 0.21954982991428867, 'support': 1626}, 'weighted avg': {'precision': 0.2436551331008223, 'recall': 0.1992619926199262, 'f1-score': 0.21922813453019033, 'support': 1626}}
Token level accuracy: 0.5647757912096542
Wrong BIO-Encoding 46/1330 labels, 3.46%
Test-Data: Prec: 0.252, Rec: 0.199, F1: 0.2227

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1656

8.50 sec for evaluation

--------- Epoch 16 -----------
605.64 sec for training (9722.39 total)
-- cmv_modes1 --
{'C': {'precision': 0.05263157894736842, 'recall': 0.07142857142857142, 'f1-score': 0.06060606060606061, 'support': 14}, 'P': {'precision': 0.3125, 'recall': 0.16129032258064516, 'f1-score': 0.2127659574468085, 'support': 31}, 'micro avg': {'precision': 0.17142857142857143, 'recall': 0.13333333333333333, 'f1-score': 0.15, 'support': 45}, 'macro avg': {'precision': 0.1825657894736842, 'recall': 0.11635944700460829, 'f1-score': 0.13668600902643457, 'support': 45}, 'weighted avg': {'precision': 0.23165204678362572, 'recall': 0.13333333333333333, 'f1-score': 0.1654273228741314, 'support': 45}}
Token level accuracy: 0.57421875
{'C': {'precision': 0.05263157894736842, 'recall': 0.07142857142857142, 'f1-score': 0.06060606060606061, 'support': 14}, 'P': {'precision': 0.3125, 'recall': 0.16129032258064516, 'f1-score': 0.2127659574468085, 'support': 31}, 'micro avg': {'precision': 0.17142857142857143, 'recall': 0.13333333333333333, 'f1-score': 0.15, 'support': 45}, 'macro avg': {'precision': 0.1825657894736842, 'recall': 0.11635944700460829, 'f1-score': 0.13668600902643457, 'support': 45}, 'weighted avg': {'precision': 0.23165204678362572, 'recall': 0.13333333333333333, 'f1-score': 0.1654273228741314, 'support': 45}}
Token level accuracy: 0.57421875
Dev-Data: Prec: 0.171, Rec: 0.133, F1: 0.1500
{'C': {'precision': 0.16171224732461356, 'recall': 0.18862690707350901, 'f1-score': 0.17413572343149808, 'support': 721}, 'P': {'precision': 0.2462962962962963, 'recall': 0.14696132596685083, 'f1-score': 0.18408304498269898, 'support': 905}, 'micro avg': {'precision': 0.1947863866763215, 'recall': 0.16543665436654367, 'f1-score': 0.17891586298636514, 'support': 1626}, 'macro avg': {'precision': 0.20400427181045494, 'recall': 0.16779411652017992, 'f1-score': 0.17910938420709854, 'support': 1626}, 'weighted avg': {'precision': 0.20879008515940622, 'recall': 0.16543665436654367, 'f1-score': 0.1796722092887163, 'support': 1626}}
Token level accuracy: 0.5405879427240124
Wrong BIO-Encoding 582/1934 labels, 30.09%
{'C': {'precision': 0.16171224732461356, 'recall': 0.18862690707350901, 'f1-score': 0.17413572343149808, 'support': 721}, 'P': {'precision': 0.2462962962962963, 'recall': 0.14696132596685083, 'f1-score': 0.18408304498269898, 'support': 905}, 'micro avg': {'precision': 0.1947863866763215, 'recall': 0.16543665436654367, 'f1-score': 0.17891586298636514, 'support': 1626}, 'macro avg': {'precision': 0.20400427181045494, 'recall': 0.16779411652017992, 'f1-score': 0.17910938420709854, 'support': 1626}, 'weighted avg': {'precision': 0.20879008515940622, 'recall': 0.16543665436654367, 'f1-score': 0.1796722092887163, 'support': 1626}}
Token level accuracy: 0.5405879427240124
Wrong BIO-Encoding 29/1381 labels, 2.10%
Test-Data: Prec: 0.199, Rec: 0.165, F1: 0.1807

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1656

8.18 sec for evaluation

--------- Epoch 17 -----------
609.98 sec for training (10332.38 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.21212121212121213, 'recall': 0.22580645161290322, 'f1-score': 0.21875, 'support': 31}, 'micro avg': {'precision': 0.19444444444444445, 'recall': 0.15555555555555556, 'f1-score': 0.17283950617283952, 'support': 45}, 'macro avg': {'precision': 0.10606060606060606, 'recall': 0.11290322580645161, 'f1-score': 0.109375, 'support': 45}, 'weighted avg': {'precision': 0.14612794612794613, 'recall': 0.15555555555555556, 'f1-score': 0.15069444444444444, 'support': 45}}
Token level accuracy: 0.66015625
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.21212121212121213, 'recall': 0.22580645161290322, 'f1-score': 0.21875, 'support': 31}, 'micro avg': {'precision': 0.19444444444444445, 'recall': 0.15555555555555556, 'f1-score': 0.17283950617283952, 'support': 45}, 'macro avg': {'precision': 0.10606060606060606, 'recall': 0.11290322580645161, 'f1-score': 0.109375, 'support': 45}, 'weighted avg': {'precision': 0.14612794612794613, 'recall': 0.15555555555555556, 'f1-score': 0.15069444444444444, 'support': 45}}
Token level accuracy: 0.66015625
Dev-Data: Prec: 0.194, Rec: 0.156, F1: 0.1728
{'C': {'precision': 0.2324159021406728, 'recall': 0.10540915395284327, 'f1-score': 0.1450381679389313, 'support': 721}, 'P': {'precision': 0.22233104799216455, 'recall': 0.25082872928176797, 'f1-score': 0.23572170301142262, 'support': 905}, 'micro avg': {'precision': 0.2247774480712166, 'recall': 0.1863468634686347, 'f1-score': 0.20376597175521183, 'support': 1626}, 'macro avg': {'precision': 0.22737347506641867, 'recall': 0.17811894161730563, 'f1-score': 0.19037993547517695, 'support': 1626}, 'weighted avg': {'precision': 0.22680286831262852, 'recall': 0.1863468634686347, 'f1-score': 0.19551086119883576, 'support': 1626}}
Token level accuracy: 0.5674982330305489
Wrong BIO-Encoding 623/1936 labels, 32.18%
{'C': {'precision': 0.2324159021406728, 'recall': 0.10540915395284327, 'f1-score': 0.1450381679389313, 'support': 721}, 'P': {'precision': 0.22233104799216455, 'recall': 0.25082872928176797, 'f1-score': 0.23572170301142262, 'support': 905}, 'micro avg': {'precision': 0.2247774480712166, 'recall': 0.1863468634686347, 'f1-score': 0.20376597175521183, 'support': 1626}, 'macro avg': {'precision': 0.22737347506641867, 'recall': 0.17811894161730563, 'f1-score': 0.19037993547517695, 'support': 1626}, 'weighted avg': {'precision': 0.22680286831262852, 'recall': 0.1863468634686347, 'f1-score': 0.19551086119883576, 'support': 1626}}
Token level accuracy: 0.5674982330305489
Wrong BIO-Encoding 35/1348 labels, 2.60%
Test-Data: Prec: 0.231, Rec: 0.186, F1: 0.2062

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1656

8.22 sec for evaluation

--------- Epoch 18 -----------
604.79 sec for training (10937.17 total)
-- cmv_modes1 --
{'C': {'precision': 0.05, 'recall': 0.07142857142857142, 'f1-score': 0.058823529411764705, 'support': 14}, 'P': {'precision': 0.3333333333333333, 'recall': 0.1935483870967742, 'f1-score': 0.24489795918367346, 'support': 31}, 'micro avg': {'precision': 0.18421052631578946, 'recall': 0.15555555555555556, 'f1-score': 0.1686746987951807, 'support': 45}, 'macro avg': {'precision': 0.19166666666666665, 'recall': 0.13248847926267282, 'f1-score': 0.1518607442977191, 'support': 45}, 'weighted avg': {'precision': 0.24518518518518514, 'recall': 0.15555555555555556, 'f1-score': 0.1870081365879685, 'support': 45}}
Token level accuracy: 0.56640625
Wrong BIO-Encoding 11/48 labels, 22.92%
{'C': {'precision': 0.05, 'recall': 0.07142857142857142, 'f1-score': 0.058823529411764705, 'support': 14}, 'P': {'precision': 0.3333333333333333, 'recall': 0.1935483870967742, 'f1-score': 0.24489795918367346, 'support': 31}, 'micro avg': {'precision': 0.18421052631578946, 'recall': 0.15555555555555556, 'f1-score': 0.1686746987951807, 'support': 45}, 'macro avg': {'precision': 0.19166666666666665, 'recall': 0.13248847926267282, 'f1-score': 0.1518607442977191, 'support': 45}, 'weighted avg': {'precision': 0.24518518518518514, 'recall': 0.15555555555555556, 'f1-score': 0.1870081365879685, 'support': 45}}
Token level accuracy: 0.56640625
Wrong BIO-Encoding 1/38 labels, 2.63%
Dev-Data: Prec: 0.189, Rec: 0.156, F1: 0.1707
{'C': {'precision': 0.20205920205920205, 'recall': 0.217753120665742, 'f1-score': 0.2096128170894526, 'support': 721}, 'P': {'precision': 0.29394387001477107, 'recall': 0.21988950276243094, 'f1-score': 0.25158027812895073, 'support': 905}, 'micro avg': {'precision': 0.24484181568088034, 'recall': 0.21894218942189422, 'f1-score': 0.23116883116883116, 'support': 1626}, 'macro avg': {'precision': 0.24800153603698655, 'recall': 0.21882131171408647, 'f1-score': 0.23059654760920167, 'support': 1626}, 'weighted avg': {'precision': 0.25320042253877767, 'recall': 0.21894218942189422, 'f1-score': 0.23297109030024335, 'support': 1626}}
Token level accuracy: 0.5795136252977671
Wrong BIO-Encoding 350/1783 labels, 19.63%
{'C': {'precision': 0.20205920205920205, 'recall': 0.217753120665742, 'f1-score': 0.2096128170894526, 'support': 721}, 'P': {'precision': 0.29394387001477107, 'recall': 0.21988950276243094, 'f1-score': 0.25158027812895073, 'support': 905}, 'micro avg': {'precision': 0.24484181568088034, 'recall': 0.21894218942189422, 'f1-score': 0.23116883116883116, 'support': 1626}, 'macro avg': {'precision': 0.24800153603698655, 'recall': 0.21882131171408647, 'f1-score': 0.23059654760920167, 'support': 1626}, 'weighted avg': {'precision': 0.25320042253877767, 'recall': 0.21894218942189422, 'f1-score': 0.23297109030024335, 'support': 1626}}
Token level accuracy: 0.5795136252977671
Wrong BIO-Encoding 21/1454 labels, 1.44%
Test-Data: Prec: 0.248, Rec: 0.219, F1: 0.2328

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1656

8.40 sec for evaluation

--------- Epoch 19 -----------
588.05 sec for training (11525.22 total)
-- cmv_modes1 --
{'C': {'precision': 0.08333333333333333, 'recall': 0.14285714285714285, 'f1-score': 0.10526315789473685, 'support': 14}, 'P': {'precision': 0.18181818181818182, 'recall': 0.06451612903225806, 'f1-score': 0.09523809523809523, 'support': 31}, 'micro avg': {'precision': 0.11428571428571428, 'recall': 0.08888888888888889, 'f1-score': 0.1, 'support': 45}, 'macro avg': {'precision': 0.13257575757575757, 'recall': 0.10368663594470046, 'f1-score': 0.10025062656641603, 'support': 45}, 'weighted avg': {'precision': 0.15117845117845116, 'recall': 0.08888888888888889, 'f1-score': 0.0983570036201615, 'support': 45}}
Token level accuracy: 0.5716145833333334
{'C': {'precision': 0.08333333333333333, 'recall': 0.14285714285714285, 'f1-score': 0.10526315789473685, 'support': 14}, 'P': {'precision': 0.18181818181818182, 'recall': 0.06451612903225806, 'f1-score': 0.09523809523809523, 'support': 31}, 'micro avg': {'precision': 0.11428571428571428, 'recall': 0.08888888888888889, 'f1-score': 0.1, 'support': 45}, 'macro avg': {'precision': 0.13257575757575757, 'recall': 0.10368663594470046, 'f1-score': 0.10025062656641603, 'support': 45}, 'weighted avg': {'precision': 0.15117845117845116, 'recall': 0.08888888888888889, 'f1-score': 0.0983570036201615, 'support': 45}}
Token level accuracy: 0.5716145833333334
Dev-Data: Prec: 0.114, Rec: 0.089, F1: 0.1000
{'C': {'precision': 0.16405433646812956, 'recall': 0.217753120665742, 'f1-score': 0.1871275327771156, 'support': 721}, 'P': {'precision': 0.27889447236180903, 'recall': 0.12265193370165746, 'f1-score': 0.170376055257099, 'support': 905}, 'micro avg': {'precision': 0.1977859778597786, 'recall': 0.16482164821648215, 'f1-score': 0.17980543441798055, 'support': 1626}, 'macro avg': {'precision': 0.2214744044149693, 'recall': 0.17020252718369974, 'f1-score': 0.1787517940171073, 'support': 1626}, 'weighted avg': {'precision': 0.22797212428103233, 'recall': 0.16482164821648215, 'f1-score': 0.177803985940944, 'support': 1626}}
Token level accuracy: 0.5050914897515771
Wrong BIO-Encoding 689/2012 labels, 34.24%
{'C': {'precision': 0.16405433646812956, 'recall': 0.217753120665742, 'f1-score': 0.1871275327771156, 'support': 721}, 'P': {'precision': 0.27889447236180903, 'recall': 0.12265193370165746, 'f1-score': 0.170376055257099, 'support': 905}, 'micro avg': {'precision': 0.1977859778597786, 'recall': 0.16482164821648215, 'f1-score': 0.17980543441798055, 'support': 1626}, 'macro avg': {'precision': 0.2214744044149693, 'recall': 0.17020252718369974, 'f1-score': 0.1787517940171073, 'support': 1626}, 'weighted avg': {'precision': 0.22797212428103233, 'recall': 0.16482164821648215, 'f1-score': 0.177803985940944, 'support': 1626}}
Token level accuracy: 0.5050914897515771
Wrong BIO-Encoding 32/1355 labels, 2.36%
Test-Data: Prec: 0.203, Rec: 0.165, F1: 0.1818

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1656

8.44 sec for evaluation

--------- Epoch 20 -----------
598.61 sec for training (12123.83 total)
-- cmv_modes1 --
{'C': {'precision': 0.047619047619047616, 'recall': 0.07142857142857142, 'f1-score': 0.057142857142857134, 'support': 14}, 'P': {'precision': 0.2857142857142857, 'recall': 0.12903225806451613, 'f1-score': 0.17777777777777778, 'support': 31}, 'micro avg': {'precision': 0.14285714285714285, 'recall': 0.1111111111111111, 'f1-score': 0.125, 'support': 45}, 'macro avg': {'precision': 0.16666666666666666, 'recall': 0.10023041474654378, 'f1-score': 0.11746031746031746, 'support': 45}, 'weighted avg': {'precision': 0.2116402116402116, 'recall': 0.1111111111111111, 'f1-score': 0.1402469135802469, 'support': 45}}
Token level accuracy: 0.5950520833333334
{'C': {'precision': 0.047619047619047616, 'recall': 0.07142857142857142, 'f1-score': 0.057142857142857134, 'support': 14}, 'P': {'precision': 0.2857142857142857, 'recall': 0.12903225806451613, 'f1-score': 0.17777777777777778, 'support': 31}, 'micro avg': {'precision': 0.14285714285714285, 'recall': 0.1111111111111111, 'f1-score': 0.125, 'support': 45}, 'macro avg': {'precision': 0.16666666666666666, 'recall': 0.10023041474654378, 'f1-score': 0.11746031746031746, 'support': 45}, 'weighted avg': {'precision': 0.2116402116402116, 'recall': 0.1111111111111111, 'f1-score': 0.1402469135802469, 'support': 45}}
Token level accuracy: 0.5950520833333334
Dev-Data: Prec: 0.143, Rec: 0.111, F1: 0.1250
{'C': {'precision': 0.152317880794702, 'recall': 0.22330097087378642, 'f1-score': 0.18110236220472442, 'support': 721}, 'P': {'precision': 0.26609442060085836, 'recall': 0.13701657458563535, 'f1-score': 0.1808898614150255, 'support': 905}, 'micro avg': {'precision': 0.1871306631648063, 'recall': 0.1752767527675277, 'f1-score': 0.18100984439504608, 'support': 1626}, 'macro avg': {'precision': 0.20920615069778017, 'recall': 0.18015877272971087, 'f1-score': 0.18099611180987496, 'support': 1626}, 'weighted avg': {'precision': 0.21564369169542247, 'recall': 0.1752767527675277, 'f1-score': 0.18098408839495966, 'support': 1626}}
Token level accuracy: 0.5156671291327453
Wrong BIO-Encoding 535/2031 labels, 26.34%
{'C': {'precision': 0.152317880794702, 'recall': 0.22330097087378642, 'f1-score': 0.18110236220472442, 'support': 721}, 'P': {'precision': 0.26609442060085836, 'recall': 0.13701657458563535, 'f1-score': 0.1808898614150255, 'support': 905}, 'micro avg': {'precision': 0.1871306631648063, 'recall': 0.1752767527675277, 'f1-score': 0.18100984439504608, 'support': 1626}, 'macro avg': {'precision': 0.20920615069778017, 'recall': 0.18015877272971087, 'f1-score': 0.18099611180987496, 'support': 1626}, 'weighted avg': {'precision': 0.21564369169542247, 'recall': 0.1752767527675277, 'f1-score': 0.18098408839495966, 'support': 1626}}
Token level accuracy: 0.5156671291327453
Wrong BIO-Encoding 27/1523 labels, 1.77%
Test-Data: Prec: 0.191, Rec: 0.175, F1: 0.1826

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1656

8.31 sec for evaluation

--------- Epoch 21 -----------
610.91 sec for training (12734.74 total)
-- cmv_modes1 --
{'C': {'precision': 0.18181818181818182, 'recall': 0.14285714285714285, 'f1-score': 0.16, 'support': 14}, 'P': {'precision': 0.0967741935483871, 'recall': 0.0967741935483871, 'f1-score': 0.0967741935483871, 'support': 31}, 'micro avg': {'precision': 0.11904761904761904, 'recall': 0.1111111111111111, 'f1-score': 0.11494252873563218, 'support': 45}, 'macro avg': {'precision': 0.13929618768328444, 'recall': 0.11981566820276497, 'f1-score': 0.12838709677419355, 'support': 45}, 'weighted avg': {'precision': 0.12323232323232322, 'recall': 0.1111111111111111, 'f1-score': 0.11644444444444445, 'support': 45}}
Token level accuracy: 0.6666666666666666
{'C': {'precision': 0.18181818181818182, 'recall': 0.14285714285714285, 'f1-score': 0.16, 'support': 14}, 'P': {'precision': 0.0967741935483871, 'recall': 0.0967741935483871, 'f1-score': 0.0967741935483871, 'support': 31}, 'micro avg': {'precision': 0.11904761904761904, 'recall': 0.1111111111111111, 'f1-score': 0.11494252873563218, 'support': 45}, 'macro avg': {'precision': 0.13929618768328444, 'recall': 0.11981566820276497, 'f1-score': 0.12838709677419355, 'support': 45}, 'weighted avg': {'precision': 0.12323232323232322, 'recall': 0.1111111111111111, 'f1-score': 0.11644444444444445, 'support': 45}}
Token level accuracy: 0.6666666666666666
Dev-Data: Prec: 0.119, Rec: 0.111, F1: 0.1149
{'C': {'precision': 0.20593692022263452, 'recall': 0.1539528432732316, 'f1-score': 0.1761904761904762, 'support': 721}, 'P': {'precision': 0.25101214574898784, 'recall': 0.2740331491712707, 'f1-score': 0.2620179609086106, 'support': 905}, 'micro avg': {'precision': 0.23510150622134904, 'recall': 0.22078720787207873, 'f1-score': 0.22771963209641607, 'support': 1626}, 'macro avg': {'precision': 0.22847453298581116, 'recall': 0.21399299622225115, 'f1-score': 0.21910421854954343, 'support': 1626}, 'weighted avg': {'precision': 0.23102491474990988, 'recall': 0.22078720787207867, 'f1-score': 0.22396038619657194, 'support': 1626}}
Token level accuracy: 0.5863197298500039
Wrong BIO-Encoding 218/1735 labels, 12.56%
{'C': {'precision': 0.20593692022263452, 'recall': 0.1539528432732316, 'f1-score': 0.1761904761904762, 'support': 721}, 'P': {'precision': 0.25101214574898784, 'recall': 0.2740331491712707, 'f1-score': 0.2620179609086106, 'support': 905}, 'micro avg': {'precision': 0.23510150622134904, 'recall': 0.22078720787207873, 'f1-score': 0.22771963209641607, 'support': 1626}, 'macro avg': {'precision': 0.22847453298581116, 'recall': 0.21399299622225115, 'f1-score': 0.21910421854954343, 'support': 1626}, 'weighted avg': {'precision': 0.23102491474990988, 'recall': 0.22078720787207867, 'f1-score': 0.22396038619657194, 'support': 1626}}
Token level accuracy: 0.5863197298500039
Wrong BIO-Encoding 10/1527 labels, 0.65%
Test-Data: Prec: 0.237, Rec: 0.221, F1: 0.2284

Scores from epoch with best dev-scores:
  Dev-Score: 0.1892
  Test-Score 0.1656

8.29 sec for evaluation

--------- Epoch 22 -----------
610.95 sec for training (13345.68 total)
-- cmv_modes1 --
{'C': {'precision': 0.13636363636363635, 'recall': 0.21428571428571427, 'f1-score': 0.16666666666666663, 'support': 14}, 'P': {'precision': 0.45454545454545453, 'recall': 0.16129032258064516, 'f1-score': 0.23809523809523805, 'support': 31}, 'micro avg': {'precision': 0.24242424242424243, 'recall': 0.17777777777777778, 'f1-score': 0.20512820512820512, 'support': 45}, 'macro avg': {'precision': 0.2954545454545454, 'recall': 0.18778801843317972, 'f1-score': 0.20238095238095233, 'support': 45}, 'weighted avg': {'precision': 0.3555555555555555, 'recall': 0.17777777777777778, 'f1-score': 0.21587301587301583, 'support': 45}}
Token level accuracy: 0.6549479166666666
{'C': {'precision': 0.13636363636363635, 'recall': 0.21428571428571427, 'f1-score': 0.16666666666666663, 'support': 14}, 'P': {'precision': 0.45454545454545453, 'recall': 0.16129032258064516, 'f1-score': 0.23809523809523805, 'support': 31}, 'micro avg': {'precision': 0.24242424242424243, 'recall': 0.17777777777777778, 'f1-score': 0.20512820512820512, 'support': 45}, 'macro avg': {'precision': 0.2954545454545454, 'recall': 0.18778801843317972, 'f1-score': 0.20238095238095233, 'support': 45}, 'weighted avg': {'precision': 0.3555555555555555, 'recall': 0.17777777777777778, 'f1-score': 0.21587301587301583, 'support': 45}}
Token level accuracy: 0.6549479166666666
Dev-Data: Prec: 0.242, Rec: 0.178, F1: 0.2051
{'C': {'precision': 0.17634635691657866, 'recall': 0.231622746185853, 'f1-score': 0.20023980815347722, 'support': 721}, 'P': {'precision': 0.2510822510822511, 'recall': 0.1281767955801105, 'f1-score': 0.1697147037307974, 'support': 905}, 'micro avg': {'precision': 0.20085166784953867, 'recall': 0.17404674046740468, 'f1-score': 0.18649093904448105, 'support': 1626}, 'macro avg': {'precision': 0.21371430399941488, 'recall': 0.17989977088298176, 'f1-score': 0.18497725594213732, 'support': 1626}, 'weighted avg': {'precision': 0.2179429031773004, 'recall': 0.17404674046740468, 'f1-score': 0.1832501282626253, 'support': 1626}}
Token level accuracy: 0.5247506609774614
Wrong BIO-Encoding 465/1849 labels, 25.15%
{'C': {'precision': 0.17634635691657866, 'recall': 0.231622746185853, 'f1-score': 0.20023980815347722, 'support': 721}, 'P': {'precision': 0.2510822510822511, 'recall': 0.1281767955801105, 'f1-score': 0.1697147037307974, 'support': 905}, 'micro avg': {'precision': 0.20085166784953867, 'recall': 0.17404674046740468, 'f1-score': 0.18649093904448105, 'support': 1626}, 'macro avg': {'precision': 0.21371430399941488, 'recall': 0.17989977088298176, 'f1-score': 0.18497725594213732, 'support': 1626}, 'weighted avg': {'precision': 0.2179429031773004, 'recall': 0.17404674046740468, 'f1-score': 0.1832501282626253, 'support': 1626}}
Token level accuracy: 0.5247506609774614
Wrong BIO-Encoding 25/1409 labels, 1.77%
Test-Data: Prec: 0.204, Rec: 0.174, F1: 0.1880

Scores from epoch with best dev-scores:
  Dev-Score: 0.2051
  Test-Score 0.1880

8.93 sec for evaluation

--------- Epoch 23 -----------
608.41 sec for training (13954.10 total)
-- cmv_modes1 --
{'C': {'precision': 0.041666666666666664, 'recall': 0.07142857142857142, 'f1-score': 0.052631578947368425, 'support': 14}, 'P': {'precision': 0.21428571428571427, 'recall': 0.0967741935483871, 'f1-score': 0.13333333333333333, 'support': 31}, 'micro avg': {'precision': 0.10526315789473684, 'recall': 0.08888888888888889, 'f1-score': 0.09638554216867469, 'support': 45}, 'macro avg': {'precision': 0.12797619047619047, 'recall': 0.08410138248847926, 'f1-score': 0.09298245614035087, 'support': 45}, 'weighted avg': {'precision': 0.16058201058201058, 'recall': 0.08888888888888889, 'f1-score': 0.10822612085769978, 'support': 45}}
Token level accuracy: 0.6471354166666666
{'C': {'precision': 0.041666666666666664, 'recall': 0.07142857142857142, 'f1-score': 0.052631578947368425, 'support': 14}, 'P': {'precision': 0.21428571428571427, 'recall': 0.0967741935483871, 'f1-score': 0.13333333333333333, 'support': 31}, 'micro avg': {'precision': 0.10526315789473684, 'recall': 0.08888888888888889, 'f1-score': 0.09638554216867469, 'support': 45}, 'macro avg': {'precision': 0.12797619047619047, 'recall': 0.08410138248847926, 'f1-score': 0.09298245614035087, 'support': 45}, 'weighted avg': {'precision': 0.16058201058201058, 'recall': 0.08888888888888889, 'f1-score': 0.10822612085769978, 'support': 45}}
Token level accuracy: 0.6471354166666666
Dev-Data: Prec: 0.105, Rec: 0.089, F1: 0.0964
{'C': {'precision': 0.18362573099415205, 'recall': 0.217753120665742, 'f1-score': 0.19923857868020303, 'support': 721}, 'P': {'precision': 0.26436781609195403, 'recall': 0.17790055248618786, 'f1-score': 0.21268163804491416, 'support': 905}, 'micro avg': {'precision': 0.21721311475409835, 'recall': 0.19557195571955718, 'f1-score': 0.2058252427184466, 'support': 1626}, 'macro avg': {'precision': 0.22399677354305303, 'recall': 0.19782683657596495, 'f1-score': 0.2059601083625586, 'support': 1626}, 'weighted avg': {'precision': 0.22856520640221528, 'recall': 0.19557195571955718, 'f1-score': 0.20672072426757301, 'support': 1626}}
Token level accuracy: 0.5634669249496086
Wrong BIO-Encoding 142/1598 labels, 8.89%
{'C': {'precision': 0.18362573099415205, 'recall': 0.217753120665742, 'f1-score': 0.19923857868020303, 'support': 721}, 'P': {'precision': 0.26436781609195403, 'recall': 0.17790055248618786, 'f1-score': 0.21268163804491416, 'support': 905}, 'micro avg': {'precision': 0.21721311475409835, 'recall': 0.19557195571955718, 'f1-score': 0.2058252427184466, 'support': 1626}, 'macro avg': {'precision': 0.22399677354305303, 'recall': 0.19782683657596495, 'f1-score': 0.2059601083625586, 'support': 1626}, 'weighted avg': {'precision': 0.22856520640221528, 'recall': 0.19557195571955718, 'f1-score': 0.20672072426757301, 'support': 1626}}
Token level accuracy: 0.5634669249496086
Wrong BIO-Encoding 8/1464 labels, 0.55%
Test-Data: Prec: 0.218, Rec: 0.196, F1: 0.2064

Scores from epoch with best dev-scores:
  Dev-Score: 0.2051
  Test-Score 0.1880

8.39 sec for evaluation

--------- Epoch 24 -----------
604.55 sec for training (14558.65 total)
-- cmv_modes1 --
{'C': {'precision': 0.25, 'recall': 0.21428571428571427, 'f1-score': 0.23076923076923075, 'support': 14}, 'P': {'precision': 0.25, 'recall': 0.16129032258064516, 'f1-score': 0.19607843137254902, 'support': 31}, 'micro avg': {'precision': 0.25, 'recall': 0.17777777777777778, 'f1-score': 0.20779220779220778, 'support': 45}, 'macro avg': {'precision': 0.25, 'recall': 0.18778801843317972, 'f1-score': 0.21342383107088989, 'support': 45}, 'weighted avg': {'precision': 0.25, 'recall': 0.17777777777777778, 'f1-score': 0.20687112451818332, 'support': 45}}
Token level accuracy: 0.7005208333333334
{'C': {'precision': 0.25, 'recall': 0.21428571428571427, 'f1-score': 0.23076923076923075, 'support': 14}, 'P': {'precision': 0.25, 'recall': 0.16129032258064516, 'f1-score': 0.19607843137254902, 'support': 31}, 'micro avg': {'precision': 0.25, 'recall': 0.17777777777777778, 'f1-score': 0.20779220779220778, 'support': 45}, 'macro avg': {'precision': 0.25, 'recall': 0.18778801843317972, 'f1-score': 0.21342383107088989, 'support': 45}, 'weighted avg': {'precision': 0.25, 'recall': 0.17777777777777778, 'f1-score': 0.20687112451818332, 'support': 45}}
Token level accuracy: 0.7005208333333334
Dev-Data: Prec: 0.250, Rec: 0.178, F1: 0.2078
{'C': {'precision': 0.18107667210440456, 'recall': 0.1539528432732316, 'f1-score': 0.1664167916041979, 'support': 721}, 'P': {'precision': 0.2391304347826087, 'recall': 0.19447513812154696, 'f1-score': 0.21450335161486897, 'support': 905}, 'micro avg': {'precision': 0.2127501853224611, 'recall': 0.17650676506765067, 'f1-score': 0.19294117647058823, 'support': 1626}, 'macro avg': {'precision': 0.21010355344350662, 'recall': 0.1742139906973893, 'f1-score': 0.19046007160953343, 'support': 1626}, 'weighted avg': {'precision': 0.2133882681829868, 'recall': 0.17650676506765067, 'f1-score': 0.19318083638258496, 'support': 1626}}
Token level accuracy: 0.5508232768775686
Wrong BIO-Encoding 412/1744 labels, 23.62%
{'C': {'precision': 0.18107667210440456, 'recall': 0.1539528432732316, 'f1-score': 0.1664167916041979, 'support': 721}, 'P': {'precision': 0.2391304347826087, 'recall': 0.19447513812154696, 'f1-score': 0.21450335161486897, 'support': 905}, 'micro avg': {'precision': 0.2127501853224611, 'recall': 0.17650676506765067, 'f1-score': 0.19294117647058823, 'support': 1626}, 'macro avg': {'precision': 0.21010355344350662, 'recall': 0.1742139906973893, 'f1-score': 0.19046007160953343, 'support': 1626}, 'weighted avg': {'precision': 0.2133882681829868, 'recall': 0.17650676506765067, 'f1-score': 0.19318083638258496, 'support': 1626}}
Token level accuracy: 0.5508232768775686
Wrong BIO-Encoding 17/1349 labels, 1.26%
Test-Data: Prec: 0.215, Rec: 0.177, F1: 0.1941

Scores from epoch with best dev-scores:
  Dev-Score: 0.2078
  Test-Score 0.1941

8.89 sec for evaluation

--------- Epoch 25 -----------
598.24 sec for training (15156.89 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.14814814814814814, 'recall': 0.12903225806451613, 'f1-score': 0.13793103448275862, 'support': 31}, 'micro avg': {'precision': 0.1111111111111111, 'recall': 0.08888888888888889, 'f1-score': 0.09876543209876543, 'support': 45}, 'macro avg': {'precision': 0.07407407407407407, 'recall': 0.06451612903225806, 'f1-score': 0.06896551724137931, 'support': 45}, 'weighted avg': {'precision': 0.10205761316872428, 'recall': 0.08888888888888889, 'f1-score': 0.0950191570881226, 'support': 45}}
Token level accuracy: 0.6744791666666666
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 14}, 'P': {'precision': 0.14814814814814814, 'recall': 0.12903225806451613, 'f1-score': 0.13793103448275862, 'support': 31}, 'micro avg': {'precision': 0.1111111111111111, 'recall': 0.08888888888888889, 'f1-score': 0.09876543209876543, 'support': 45}, 'macro avg': {'precision': 0.07407407407407407, 'recall': 0.06451612903225806, 'f1-score': 0.06896551724137931, 'support': 45}, 'weighted avg': {'precision': 0.10205761316872428, 'recall': 0.08888888888888889, 'f1-score': 0.0950191570881226, 'support': 45}}
Token level accuracy: 0.6744791666666666
Dev-Data: Prec: 0.111, Rec: 0.089, F1: 0.0988
{'C': {'precision': 0.20306513409961685, 'recall': 0.14701803051317613, 'f1-score': 0.17055510860820594, 'support': 721}, 'P': {'precision': 0.24776785714285715, 'recall': 0.24530386740331492, 'f1-score': 0.24652970571904498, 'support': 905}, 'micro avg': {'precision': 0.231311706629055, 'recall': 0.2017220172201722, 'f1-score': 0.2155059132720105, 'support': 1626}, 'macro avg': {'precision': 0.225416495621237, 'recall': 0.19616094895824554, 'f1-score': 0.20854240716362546, 'support': 1626}, 'weighted avg': {'precision': 0.22794580098407718, 'recall': 0.2017220172201722, 'f1-score': 0.21284109285501362, 'support': 1626}}
Token level accuracy: 0.5727336980707312
Wrong BIO-Encoding 311/1712 labels, 18.17%
{'C': {'precision': 0.20306513409961685, 'recall': 0.14701803051317613, 'f1-score': 0.17055510860820594, 'support': 721}, 'P': {'precision': 0.24776785714285715, 'recall': 0.24530386740331492, 'f1-score': 0.24652970571904498, 'support': 905}, 'micro avg': {'precision': 0.231311706629055, 'recall': 0.2017220172201722, 'f1-score': 0.2155059132720105, 'support': 1626}, 'macro avg': {'precision': 0.225416495621237, 'recall': 0.19616094895824554, 'f1-score': 0.20854240716362546, 'support': 1626}, 'weighted avg': {'precision': 0.22794580098407718, 'recall': 0.2017220172201722, 'f1-score': 0.21284109285501362, 'support': 1626}}
Token level accuracy: 0.5727336980707312
Wrong BIO-Encoding 17/1418 labels, 1.20%
Test-Data: Prec: 0.234, Rec: 0.202, F1: 0.2167

Scores from epoch with best dev-scores:
  Dev-Score: 0.2078
  Test-Score 0.1941

8.18 sec for evaluation

--------- Epoch 26 -----------
606.85 sec for training (15763.74 total)
-- cmv_modes1 --
{'C': {'precision': 0.16, 'recall': 0.2857142857142857, 'f1-score': 0.20512820512820512, 'support': 14}, 'P': {'precision': 0.42857142857142855, 'recall': 0.0967741935483871, 'f1-score': 0.15789473684210525, 'support': 31}, 'micro avg': {'precision': 0.21875, 'recall': 0.15555555555555556, 'f1-score': 0.18181818181818185, 'support': 45}, 'macro avg': {'precision': 0.29428571428571426, 'recall': 0.1912442396313364, 'f1-score': 0.1815114709851552, 'support': 45}, 'weighted avg': {'precision': 0.345015873015873, 'recall': 0.15555555555555556, 'f1-score': 0.1725895936422252, 'support': 45}}
Token level accuracy: 0.6380208333333334
{'C': {'precision': 0.16, 'recall': 0.2857142857142857, 'f1-score': 0.20512820512820512, 'support': 14}, 'P': {'precision': 0.42857142857142855, 'recall': 0.0967741935483871, 'f1-score': 0.15789473684210525, 'support': 31}, 'micro avg': {'precision': 0.21875, 'recall': 0.15555555555555556, 'f1-score': 0.18181818181818185, 'support': 45}, 'macro avg': {'precision': 0.29428571428571426, 'recall': 0.1912442396313364, 'f1-score': 0.1815114709851552, 'support': 45}, 'weighted avg': {'precision': 0.345015873015873, 'recall': 0.15555555555555556, 'f1-score': 0.1725895936422252, 'support': 45}}
Token level accuracy: 0.6380208333333334
Dev-Data: Prec: 0.219, Rec: 0.156, F1: 0.1818
{'C': {'precision': 0.15060240963855423, 'recall': 0.20804438280166435, 'f1-score': 0.17472335468841005, 'support': 721}, 'P': {'precision': 0.3058252427184466, 'recall': 0.13922651933701657, 'f1-score': 0.19134396355353075, 'support': 905}, 'micro avg': {'precision': 0.19602272727272727, 'recall': 0.16974169741697417, 'f1-score': 0.18193803559657218, 'support': 1626}, 'macro avg': {'precision': 0.2282138261785004, 'recall': 0.17363545106934047, 'f1-score': 0.18303365912097042, 'support': 1626}, 'weighted avg': {'precision': 0.23699642190011794, 'recall': 0.16974169741697417, 'f1-score': 0.18397406257459348, 'support': 1626}}
Token level accuracy: 0.5315305882044973
Wrong BIO-Encoding 335/1724 labels, 19.43%
{'C': {'precision': 0.15060240963855423, 'recall': 0.20804438280166435, 'f1-score': 0.17472335468841005, 'support': 721}, 'P': {'precision': 0.3058252427184466, 'recall': 0.13922651933701657, 'f1-score': 0.19134396355353075, 'support': 905}, 'micro avg': {'precision': 0.19602272727272727, 'recall': 0.16974169741697417, 'f1-score': 0.18193803559657218, 'support': 1626}, 'macro avg': {'precision': 0.2282138261785004, 'recall': 0.17363545106934047, 'f1-score': 0.18303365912097042, 'support': 1626}, 'weighted avg': {'precision': 0.23699642190011794, 'recall': 0.16974169741697417, 'f1-score': 0.18397406257459348, 'support': 1626}}
Token level accuracy: 0.5315305882044973
Wrong BIO-Encoding 19/1408 labels, 1.35%
Test-Data: Prec: 0.199, Rec: 0.170, F1: 0.1831

Scores from epoch with best dev-scores:
  Dev-Score: 0.2078
  Test-Score 0.1941

8.33 sec for evaluation

--------- Epoch 27 -----------
611.47 sec for training (16375.21 total)
-- cmv_modes1 --
{'C': {'precision': 0.14285714285714285, 'recall': 0.07142857142857142, 'f1-score': 0.09523809523809523, 'support': 14}, 'P': {'precision': 0.2857142857142857, 'recall': 0.25806451612903225, 'f1-score': 0.2711864406779661, 'support': 31}, 'micro avg': {'precision': 0.2571428571428571, 'recall': 0.2, 'f1-score': 0.225, 'support': 45}, 'macro avg': {'precision': 0.21428571428571427, 'recall': 0.16474654377880182, 'f1-score': 0.18321226795803067, 'support': 45}, 'weighted avg': {'precision': 0.24126984126984125, 'recall': 0.2, 'f1-score': 0.2164469554300063, 'support': 45}}
Token level accuracy: 0.7447916666666666
{'C': {'precision': 0.14285714285714285, 'recall': 0.07142857142857142, 'f1-score': 0.09523809523809523, 'support': 14}, 'P': {'precision': 0.2857142857142857, 'recall': 0.25806451612903225, 'f1-score': 0.2711864406779661, 'support': 31}, 'micro avg': {'precision': 0.2571428571428571, 'recall': 0.2, 'f1-score': 0.225, 'support': 45}, 'macro avg': {'precision': 0.21428571428571427, 'recall': 0.16474654377880182, 'f1-score': 0.18321226795803067, 'support': 45}, 'weighted avg': {'precision': 0.24126984126984125, 'recall': 0.2, 'f1-score': 0.2164469554300063, 'support': 45}}
Token level accuracy: 0.7447916666666666
Dev-Data: Prec: 0.257, Rec: 0.200, F1: 0.2250
{'C': {'precision': 0.17215189873417722, 'recall': 0.09431345353675451, 'f1-score': 0.12186379928315413, 'support': 721}, 'P': {'precision': 0.20193236714975846, 'recall': 0.23093922651933702, 'f1-score': 0.2154639175257732, 'support': 905}, 'micro avg': {'precision': 0.19370629370629372, 'recall': 0.17035670356703567, 'f1-score': 0.181282722513089, 'support': 1626}, 'macro avg': {'precision': 0.18704213294196784, 'recall': 0.16262634002804577, 'f1-score': 0.16866385840446368, 'support': 1626}, 'weighted avg': {'precision': 0.18872712869487893, 'recall': 0.17035670356703567, 'f1-score': 0.17395980605410755, 'support': 1626}}
Token level accuracy: 0.5665034946729143
Wrong BIO-Encoding 223/1637 labels, 13.62%
{'C': {'precision': 0.17215189873417722, 'recall': 0.09431345353675451, 'f1-score': 0.12186379928315413, 'support': 721}, 'P': {'precision': 0.20193236714975846, 'recall': 0.23093922651933702, 'f1-score': 0.2154639175257732, 'support': 905}, 'micro avg': {'precision': 0.19370629370629372, 'recall': 0.17035670356703567, 'f1-score': 0.181282722513089, 'support': 1626}, 'macro avg': {'precision': 0.18704213294196784, 'recall': 0.16262634002804577, 'f1-score': 0.16866385840446368, 'support': 1626}, 'weighted avg': {'precision': 0.18872712869487893, 'recall': 0.17035670356703567, 'f1-score': 0.17395980605410755, 'support': 1626}}
Token level accuracy: 0.5665034946729143
Wrong BIO-Encoding 16/1430 labels, 1.12%
Test-Data: Prec: 0.196, Rec: 0.170, F1: 0.1822

Scores from epoch with best dev-scores:
  Dev-Score: 0.2250
  Test-Score 0.1822

9.42 sec for evaluation

--------- Epoch 28 -----------
607.44 sec for training (16982.65 total)
-- cmv_modes1 --
{'C': {'precision': 0.23076923076923078, 'recall': 0.21428571428571427, 'f1-score': 0.22222222222222224, 'support': 14}, 'P': {'precision': 0.375, 'recall': 0.2903225806451613, 'f1-score': 0.3272727272727273, 'support': 31}, 'micro avg': {'precision': 0.32432432432432434, 'recall': 0.26666666666666666, 'f1-score': 0.29268292682926833, 'support': 45}, 'macro avg': {'precision': 0.3028846153846154, 'recall': 0.2523041474654378, 'f1-score': 0.2747474747474748, 'support': 45}, 'weighted avg': {'precision': 0.3301282051282051, 'recall': 0.26666666666666666, 'f1-score': 0.2945903479236813, 'support': 45}}
Token level accuracy: 0.7135416666666666
{'C': {'precision': 0.23076923076923078, 'recall': 0.21428571428571427, 'f1-score': 0.22222222222222224, 'support': 14}, 'P': {'precision': 0.375, 'recall': 0.2903225806451613, 'f1-score': 0.3272727272727273, 'support': 31}, 'micro avg': {'precision': 0.32432432432432434, 'recall': 0.26666666666666666, 'f1-score': 0.29268292682926833, 'support': 45}, 'macro avg': {'precision': 0.3028846153846154, 'recall': 0.2523041474654378, 'f1-score': 0.2747474747474748, 'support': 45}, 'weighted avg': {'precision': 0.3301282051282051, 'recall': 0.26666666666666666, 'f1-score': 0.2945903479236813, 'support': 45}}
Token level accuracy: 0.7135416666666666
Dev-Data: Prec: 0.324, Rec: 0.267, F1: 0.2927
{'C': {'precision': 0.15830721003134796, 'recall': 0.14008321775312066, 'f1-score': 0.14863870493009565, 'support': 721}, 'P': {'precision': 0.2251131221719457, 'recall': 0.21988950276243094, 'f1-score': 0.22247065399664617, 'support': 905}, 'micro avg': {'precision': 0.19710906701708278, 'recall': 0.18450184501845018, 'f1-score': 0.19059720457433288, 'support': 1626}, 'macro avg': {'precision': 0.19171016610164682, 'recall': 0.1799863602577758, 'f1-score': 0.1855546794633709, 'support': 1626}, 'weighted avg': {'precision': 0.19549008240972493, 'recall': 0.18450184501845018, 'f1-score': 0.18973213291609087, 'support': 1626}}
Token level accuracy: 0.5628910237951886
Wrong BIO-Encoding 100/1616 labels, 6.19%
{'C': {'precision': 0.15830721003134796, 'recall': 0.14008321775312066, 'f1-score': 0.14863870493009565, 'support': 721}, 'P': {'precision': 0.2251131221719457, 'recall': 0.21988950276243094, 'f1-score': 0.22247065399664617, 'support': 905}, 'micro avg': {'precision': 0.19710906701708278, 'recall': 0.18450184501845018, 'f1-score': 0.19059720457433288, 'support': 1626}, 'macro avg': {'precision': 0.19171016610164682, 'recall': 0.1799863602577758, 'f1-score': 0.1855546794633709, 'support': 1626}, 'weighted avg': {'precision': 0.19549008240972493, 'recall': 0.18450184501845018, 'f1-score': 0.18973213291609087, 'support': 1626}}
Token level accuracy: 0.5628910237951886
Wrong BIO-Encoding 6/1522 labels, 0.39%
Test-Data: Prec: 0.198, Rec: 0.185, F1: 0.1910

Scores from epoch with best dev-scores:
  Dev-Score: 0.2927
  Test-Score 0.1910

8.99 sec for evaluation

--------- Epoch 29 -----------
601.35 sec for training (17584.01 total)
-- cmv_modes1 --
{'C': {'precision': 0.041666666666666664, 'recall': 0.07142857142857142, 'f1-score': 0.052631578947368425, 'support': 14}, 'P': {'precision': 0.07142857142857142, 'recall': 0.03225806451612903, 'f1-score': 0.044444444444444446, 'support': 31}, 'micro avg': {'precision': 0.05263157894736842, 'recall': 0.044444444444444446, 'f1-score': 0.048192771084337345, 'support': 45}, 'macro avg': {'precision': 0.05654761904761904, 'recall': 0.05184331797235023, 'f1-score': 0.048538011695906436, 'support': 45}, 'weighted avg': {'precision': 0.062169312169312166, 'recall': 0.044444444444444446, 'f1-score': 0.04699155295646524, 'support': 45}}
Token level accuracy: 0.6354166666666666
Wrong BIO-Encoding 33/70 labels, 47.14%
{'C': {'precision': 0.041666666666666664, 'recall': 0.07142857142857142, 'f1-score': 0.052631578947368425, 'support': 14}, 'P': {'precision': 0.07142857142857142, 'recall': 0.03225806451612903, 'f1-score': 0.044444444444444446, 'support': 31}, 'micro avg': {'precision': 0.05263157894736842, 'recall': 0.044444444444444446, 'f1-score': 0.048192771084337345, 'support': 45}, 'macro avg': {'precision': 0.05654761904761904, 'recall': 0.05184331797235023, 'f1-score': 0.048538011695906436, 'support': 45}, 'weighted avg': {'precision': 0.062169312169312166, 'recall': 0.044444444444444446, 'f1-score': 0.04699155295646524, 'support': 45}}
Token level accuracy: 0.6354166666666666
Wrong BIO-Encoding 1/38 labels, 2.63%
Dev-Data: Prec: 0.054, Rec: 0.044, F1: 0.0488
{'C': {'precision': 0.19938335046248715, 'recall': 0.26907073509015256, 'f1-score': 0.22904368358913815, 'support': 721}, 'P': {'precision': 0.3107344632768362, 'recall': 0.18232044198895028, 'f1-score': 0.22980501392757663, 'support': 905}, 'micro avg': {'precision': 0.2386968085106383, 'recall': 0.22078720787207873, 'f1-score': 0.22939297124600638, 'support': 1626}, 'macro avg': {'precision': 0.25505890686966165, 'recall': 0.2256955885395514, 'f1-score': 0.22942434875835738, 'support': 1626}, 'weighted avg': {'precision': 0.2613592158357872, 'recall': 0.22078720787207873, 'f1-score': 0.22946742525967126, 'support': 1626}}
Token level accuracy: 0.5250124342294704
Wrong BIO-Encoding 178/1670 labels, 10.66%
{'C': {'precision': 0.19938335046248715, 'recall': 0.26907073509015256, 'f1-score': 0.22904368358913815, 'support': 721}, 'P': {'precision': 0.3107344632768362, 'recall': 0.18232044198895028, 'f1-score': 0.22980501392757663, 'support': 905}, 'micro avg': {'precision': 0.2386968085106383, 'recall': 0.22078720787207873, 'f1-score': 0.22939297124600638, 'support': 1626}, 'macro avg': {'precision': 0.25505890686966165, 'recall': 0.2256955885395514, 'f1-score': 0.22942434875835738, 'support': 1626}, 'weighted avg': {'precision': 0.2613592158357872, 'recall': 0.22078720787207873, 'f1-score': 0.22946742525967126, 'support': 1626}}
Token level accuracy: 0.5250124342294704
Wrong BIO-Encoding 12/1504 labels, 0.80%
Test-Data: Prec: 0.241, Rec: 0.221, F1: 0.2303

Scores from epoch with best dev-scores:
  Dev-Score: 0.2927
  Test-Score 0.1910

8.45 sec for evaluation

--------- Epoch 30 -----------
590.03 sec for training (18174.04 total)
-- cmv_modes1 --
{'C': {'precision': 0.17391304347826086, 'recall': 0.2857142857142857, 'f1-score': 0.2162162162162162, 'support': 14}, 'P': {'precision': 0.3333333333333333, 'recall': 0.12903225806451613, 'f1-score': 0.18604651162790697, 'support': 31}, 'micro avg': {'precision': 0.22857142857142856, 'recall': 0.17777777777777778, 'f1-score': 0.2, 'support': 45}, 'macro avg': {'precision': 0.2536231884057971, 'recall': 0.2073732718894009, 'f1-score': 0.2011313639220616, 'support': 45}, 'weighted avg': {'precision': 0.28373590982286634, 'recall': 0.17777777777777778, 'f1-score': 0.19543264194426982, 'support': 45}}
Token level accuracy: 0.6731770833333334
{'C': {'precision': 0.17391304347826086, 'recall': 0.2857142857142857, 'f1-score': 0.2162162162162162, 'support': 14}, 'P': {'precision': 0.3333333333333333, 'recall': 0.12903225806451613, 'f1-score': 0.18604651162790697, 'support': 31}, 'micro avg': {'precision': 0.22857142857142856, 'recall': 0.17777777777777778, 'f1-score': 0.2, 'support': 45}, 'macro avg': {'precision': 0.2536231884057971, 'recall': 0.2073732718894009, 'f1-score': 0.2011313639220616, 'support': 45}, 'weighted avg': {'precision': 0.28373590982286634, 'recall': 0.17777777777777778, 'f1-score': 0.19543264194426982, 'support': 45}}
Token level accuracy: 0.6731770833333334
Dev-Data: Prec: 0.229, Rec: 0.178, F1: 0.2000
{'C': {'precision': 0.130879345603272, 'recall': 0.17753120665742025, 'f1-score': 0.15067686874632136, 'support': 721}, 'P': {'precision': 0.284796573875803, 'recall': 0.14696132596685083, 'f1-score': 0.19387755102040816, 'support': 905}, 'micro avg': {'precision': 0.1806228373702422, 'recall': 0.16051660516605165, 'f1-score': 0.16997720612178444, 'support': 1626}, 'macro avg': {'precision': 0.2078379597395375, 'recall': 0.16224626631213554, 'f1-score': 0.17227720988336476, 'support': 1626}, 'weighted avg': {'precision': 0.21654668360243592, 'recall': 0.16051660516605165, 'f1-score': 0.17472152892962306, 'support': 1626}}
Token level accuracy: 0.5139394256694851
Wrong BIO-Encoding 186/1619 labels, 11.49%
{'C': {'precision': 0.130879345603272, 'recall': 0.17753120665742025, 'f1-score': 0.15067686874632136, 'support': 721}, 'P': {'precision': 0.284796573875803, 'recall': 0.14696132596685083, 'f1-score': 0.19387755102040816, 'support': 905}, 'micro avg': {'precision': 0.1806228373702422, 'recall': 0.16051660516605165, 'f1-score': 0.16997720612178444, 'support': 1626}, 'macro avg': {'precision': 0.2078379597395375, 'recall': 0.16224626631213554, 'f1-score': 0.17227720988336476, 'support': 1626}, 'weighted avg': {'precision': 0.21654668360243592, 'recall': 0.16051660516605165, 'f1-score': 0.17472152892962306, 'support': 1626}}
Token level accuracy: 0.5139394256694851
Wrong BIO-Encoding 12/1445 labels, 0.83%
Test-Data: Prec: 0.182, Rec: 0.161, F1: 0.1706

Scores from epoch with best dev-scores:
  Dev-Score: 0.2927
  Test-Score 0.1910

8.28 sec for evaluation

--------- Epoch 31 -----------
603.25 sec for training (18777.28 total)
-- cmv_modes1 --
{'C': {'precision': 0.1, 'recall': 0.07142857142857142, 'f1-score': 0.08333333333333333, 'support': 14}, 'P': {'precision': 0.22727272727272727, 'recall': 0.16129032258064516, 'f1-score': 0.18867924528301885, 'support': 31}, 'micro avg': {'precision': 0.1875, 'recall': 0.13333333333333333, 'f1-score': 0.15584415584415587, 'support': 45}, 'macro avg': {'precision': 0.16363636363636364, 'recall': 0.11635944700460829, 'f1-score': 0.1360062893081761, 'support': 45}, 'weighted avg': {'precision': 0.18767676767676766, 'recall': 0.13333333333333333, 'f1-score': 0.15590496156533892, 'support': 45}}
Token level accuracy: 0.7083333333333334
{'C': {'precision': 0.1, 'recall': 0.07142857142857142, 'f1-score': 0.08333333333333333, 'support': 14}, 'P': {'precision': 0.22727272727272727, 'recall': 0.16129032258064516, 'f1-score': 0.18867924528301885, 'support': 31}, 'micro avg': {'precision': 0.1875, 'recall': 0.13333333333333333, 'f1-score': 0.15584415584415587, 'support': 45}, 'macro avg': {'precision': 0.16363636363636364, 'recall': 0.11635944700460829, 'f1-score': 0.1360062893081761, 'support': 45}, 'weighted avg': {'precision': 0.18767676767676766, 'recall': 0.13333333333333333, 'f1-score': 0.15590496156533892, 'support': 45}}
Token level accuracy: 0.7083333333333334
Dev-Data: Prec: 0.188, Rec: 0.133, F1: 0.1558
{'C': {'precision': 0.19361702127659575, 'recall': 0.1262135922330097, 'f1-score': 0.1528127623845508, 'support': 721}, 'P': {'precision': 0.2447163515016685, 'recall': 0.2430939226519337, 'f1-score': 0.24390243902439024, 'support': 905}, 'micro avg': {'precision': 0.22717311906501095, 'recall': 0.19126691266912668, 'f1-score': 0.20767946577629381, 'support': 1626}, 'macro avg': {'precision': 0.21916668638913211, 'recall': 0.1846537574424717, 'f1-score': 0.1983576007044705, 'support': 1626}, 'weighted avg': {'precision': 0.2220579154055569, 'recall': 0.19126691266912668, 'f1-score': 0.20351150614780708, 'support': 1626}}
Token level accuracy: 0.5484149629590849
Wrong BIO-Encoding 191/1548 labels, 12.34%
{'C': {'precision': 0.19361702127659575, 'recall': 0.1262135922330097, 'f1-score': 0.1528127623845508, 'support': 721}, 'P': {'precision': 0.2447163515016685, 'recall': 0.2430939226519337, 'f1-score': 0.24390243902439024, 'support': 905}, 'micro avg': {'precision': 0.22717311906501095, 'recall': 0.19126691266912668, 'f1-score': 0.20767946577629381, 'support': 1626}, 'macro avg': {'precision': 0.21916668638913211, 'recall': 0.1846537574424717, 'f1-score': 0.1983576007044705, 'support': 1626}, 'weighted avg': {'precision': 0.2220579154055569, 'recall': 0.19126691266912668, 'f1-score': 0.20351150614780708, 'support': 1626}}
Token level accuracy: 0.5484149629590849
Wrong BIO-Encoding 12/1369 labels, 0.88%
Test-Data: Prec: 0.229, Rec: 0.191, F1: 0.2085

Scores from epoch with best dev-scores:
  Dev-Score: 0.2927
  Test-Score 0.1910

8.47 sec for evaluation

--------- Epoch 32 -----------
596.56 sec for training (19373.84 total)
-- cmv_modes1 --
{'C': {'precision': 0.05, 'recall': 0.07142857142857142, 'f1-score': 0.058823529411764705, 'support': 14}, 'P': {'precision': 0.15, 'recall': 0.0967741935483871, 'f1-score': 0.11764705882352941, 'support': 31}, 'micro avg': {'precision': 0.1, 'recall': 0.08888888888888889, 'f1-score': 0.09411764705882353, 'support': 45}, 'macro avg': {'precision': 0.1, 'recall': 0.08410138248847926, 'f1-score': 0.08823529411764705, 'support': 45}, 'weighted avg': {'precision': 0.11888888888888888, 'recall': 0.08888888888888889, 'f1-score': 0.09934640522875818, 'support': 45}}
Token level accuracy: 0.65234375
{'C': {'precision': 0.05, 'recall': 0.07142857142857142, 'f1-score': 0.058823529411764705, 'support': 14}, 'P': {'precision': 0.15, 'recall': 0.0967741935483871, 'f1-score': 0.11764705882352941, 'support': 31}, 'micro avg': {'precision': 0.1, 'recall': 0.08888888888888889, 'f1-score': 0.09411764705882353, 'support': 45}, 'macro avg': {'precision': 0.1, 'recall': 0.08410138248847926, 'f1-score': 0.08823529411764705, 'support': 45}, 'weighted avg': {'precision': 0.11888888888888888, 'recall': 0.08888888888888889, 'f1-score': 0.09934640522875818, 'support': 45}}
Token level accuracy: 0.65234375
Dev-Data: Prec: 0.100, Rec: 0.089, F1: 0.0941
{'C': {'precision': 0.2013986013986014, 'recall': 0.19972260748959778, 'f1-score': 0.20055710306406685, 'support': 721}, 'P': {'precision': 0.2679245283018868, 'recall': 0.23535911602209944, 'f1-score': 0.25058823529411767, 'support': 905}, 'micro avg': {'precision': 0.23642384105960265, 'recall': 0.21955719557195572, 'f1-score': 0.22767857142857142, 'support': 1626}, 'macro avg': {'precision': 0.2346615648502441, 'recall': 0.2175408617558486, 'f1-score': 0.22557266917909224, 'support': 1626}, 'weighted avg': {'precision': 0.23842563943517786, 'recall': 0.21955719557195572, 'f1-score': 0.22840345894856626, 'support': 1626}}
Token level accuracy: 0.5417659223580534
Wrong BIO-Encoding 817/2299 labels, 35.54%
{'C': {'precision': 0.2013986013986014, 'recall': 0.19972260748959778, 'f1-score': 0.20055710306406685, 'support': 721}, 'P': {'precision': 0.2679245283018868, 'recall': 0.23535911602209944, 'f1-score': 0.25058823529411767, 'support': 905}, 'micro avg': {'precision': 0.23642384105960265, 'recall': 0.21955719557195572, 'f1-score': 0.22767857142857142, 'support': 1626}, 'macro avg': {'precision': 0.2346615648502441, 'recall': 0.2175408617558486, 'f1-score': 0.22557266917909224, 'support': 1626}, 'weighted avg': {'precision': 0.23842563943517786, 'recall': 0.21955719557195572, 'f1-score': 0.22840345894856626, 'support': 1626}}
Token level accuracy: 0.5417659223580534
Wrong BIO-Encoding 28/1510 labels, 1.85%
Test-Data: Prec: 0.240, Rec: 0.218, F1: 0.2284

Scores from epoch with best dev-scores:
  Dev-Score: 0.2927
  Test-Score 0.1910

8.29 sec for evaluation

--------- Epoch 33 -----------
620.41 sec for training (19994.25 total)
-- cmv_modes1 --
{'C': {'precision': 0.2, 'recall': 0.21428571428571427, 'f1-score': 0.20689655172413796, 'support': 14}, 'P': {'precision': 0.38095238095238093, 'recall': 0.25806451612903225, 'f1-score': 0.30769230769230765, 'support': 31}, 'micro avg': {'precision': 0.3055555555555556, 'recall': 0.24444444444444444, 'f1-score': 0.2716049382716049, 'support': 45}, 'macro avg': {'precision': 0.29047619047619044, 'recall': 0.23617511520737328, 'f1-score': 0.2572944297082228, 'support': 45}, 'weighted avg': {'precision': 0.32465608465608464, 'recall': 0.24444444444444444, 'f1-score': 0.27633362805776596, 'support': 45}}
Token level accuracy: 0.7252604166666666
{'C': {'precision': 0.2, 'recall': 0.21428571428571427, 'f1-score': 0.20689655172413796, 'support': 14}, 'P': {'precision': 0.38095238095238093, 'recall': 0.25806451612903225, 'f1-score': 0.30769230769230765, 'support': 31}, 'micro avg': {'precision': 0.3055555555555556, 'recall': 0.24444444444444444, 'f1-score': 0.2716049382716049, 'support': 45}, 'macro avg': {'precision': 0.29047619047619044, 'recall': 0.23617511520737328, 'f1-score': 0.2572944297082228, 'support': 45}, 'weighted avg': {'precision': 0.32465608465608464, 'recall': 0.24444444444444444, 'f1-score': 0.27633362805776596, 'support': 45}}
Token level accuracy: 0.7252604166666666
Dev-Data: Prec: 0.306, Rec: 0.244, F1: 0.2716
{'C': {'precision': 0.14516129032258066, 'recall': 0.14979195561719832, 'f1-score': 0.14744027303754265, 'support': 721}, 'P': {'precision': 0.19452054794520549, 'recall': 0.1569060773480663, 'f1-score': 0.17370030581039755, 'support': 905}, 'micro avg': {'precision': 0.16960651289009498, 'recall': 0.15375153751537515, 'f1-score': 0.16129032258064516, 'support': 1626}, 'macro avg': {'precision': 0.16984091913389307, 'recall': 0.15334901648263233, 'f1-score': 0.16057028942397011, 'support': 1626}, 'weighted avg': {'precision': 0.1726336938579284, 'recall': 0.15375153751537515, 'f1-score': 0.16205609693633338, 'support': 1626}}
Token level accuracy: 0.5426035967644826
Wrong BIO-Encoding 200/1661 labels, 12.04%
{'C': {'precision': 0.14516129032258066, 'recall': 0.14979195561719832, 'f1-score': 0.14744027303754265, 'support': 721}, 'P': {'precision': 0.19452054794520549, 'recall': 0.1569060773480663, 'f1-score': 0.17370030581039755, 'support': 905}, 'micro avg': {'precision': 0.16960651289009498, 'recall': 0.15375153751537515, 'f1-score': 0.16129032258064516, 'support': 1626}, 'macro avg': {'precision': 0.16984091913389307, 'recall': 0.15334901648263233, 'f1-score': 0.16057028942397011, 'support': 1626}, 'weighted avg': {'precision': 0.1726336938579284, 'recall': 0.15375153751537515, 'f1-score': 0.16205609693633338, 'support': 1626}}
Token level accuracy: 0.5426035967644826
Wrong BIO-Encoding 13/1474 labels, 0.88%
Test-Data: Prec: 0.171, Rec: 0.154, F1: 0.1620

Scores from epoch with best dev-scores:
  Dev-Score: 0.2927
  Test-Score 0.1910

8.42 sec for evaluation

--------- Epoch 34 -----------
597.66 sec for training (20591.91 total)
-- cmv_modes1 --
{'C': {'precision': 0.23076923076923078, 'recall': 0.21428571428571427, 'f1-score': 0.22222222222222224, 'support': 14}, 'P': {'precision': 0.2727272727272727, 'recall': 0.1935483870967742, 'f1-score': 0.22641509433962262, 'support': 31}, 'micro avg': {'precision': 0.2571428571428571, 'recall': 0.2, 'f1-score': 0.225, 'support': 45}, 'macro avg': {'precision': 0.2517482517482518, 'recall': 0.20391705069124422, 'f1-score': 0.22431865828092243, 'support': 45}, 'weighted avg': {'precision': 0.25967365967365963, 'recall': 0.2, 'f1-score': 0.22511064523643137, 'support': 45}}
Token level accuracy: 0.74609375
{'C': {'precision': 0.23076923076923078, 'recall': 0.21428571428571427, 'f1-score': 0.22222222222222224, 'support': 14}, 'P': {'precision': 0.2727272727272727, 'recall': 0.1935483870967742, 'f1-score': 0.22641509433962262, 'support': 31}, 'micro avg': {'precision': 0.2571428571428571, 'recall': 0.2, 'f1-score': 0.225, 'support': 45}, 'macro avg': {'precision': 0.2517482517482518, 'recall': 0.20391705069124422, 'f1-score': 0.22431865828092243, 'support': 45}, 'weighted avg': {'precision': 0.25967365967365963, 'recall': 0.2, 'f1-score': 0.22511064523643137, 'support': 45}}
Token level accuracy: 0.74609375
Dev-Data: Prec: 0.257, Rec: 0.200, F1: 0.2250
{'C': {'precision': 0.24503311258278146, 'recall': 0.20527045769764216, 'f1-score': 0.22339622641509435, 'support': 721}, 'P': {'precision': 0.2590909090909091, 'recall': 0.25193370165745854, 'f1-score': 0.2554621848739496, 'support': 905}, 'micro avg': {'precision': 0.25336927223719674, 'recall': 0.23124231242312424, 'f1-score': 0.2418006430868167, 'support': 1626}, 'macro avg': {'precision': 0.25206201083684526, 'recall': 0.22860207967755036, 'f1-score': 0.23942920564452197, 'support': 1626}, 'weighted avg': {'precision': 0.25285740891725594, 'recall': 0.23124231242312424, 'f1-score': 0.24124351571722474, 'support': 1626}}
Token level accuracy: 0.5426297740896835
Wrong BIO-Encoding 253/1724 labels, 14.68%
{'C': {'precision': 0.24503311258278146, 'recall': 0.20527045769764216, 'f1-score': 0.22339622641509435, 'support': 721}, 'P': {'precision': 0.2590909090909091, 'recall': 0.25193370165745854, 'f1-score': 0.2554621848739496, 'support': 905}, 'micro avg': {'precision': 0.25336927223719674, 'recall': 0.23124231242312424, 'f1-score': 0.2418006430868167, 'support': 1626}, 'macro avg': {'precision': 0.25206201083684526, 'recall': 0.22860207967755036, 'f1-score': 0.23942920564452197, 'support': 1626}, 'weighted avg': {'precision': 0.25285740891725594, 'recall': 0.23124231242312424, 'f1-score': 0.24124351571722474, 'support': 1626}}
Token level accuracy: 0.5426297740896835
Wrong BIO-Encoding 13/1484 labels, 0.88%
Test-Data: Prec: 0.256, Rec: 0.231, F1: 0.2428

Scores from epoch with best dev-scores:
  Dev-Score: 0.2927
  Test-Score 0.1910

8.47 sec for evaluation

--------- Epoch 35 -----------
587.48 sec for training (21179.39 total)
-- cmv_modes1 --
{'C': {'precision': 0.23076923076923078, 'recall': 0.21428571428571427, 'f1-score': 0.22222222222222224, 'support': 14}, 'P': {'precision': 0.36, 'recall': 0.2903225806451613, 'f1-score': 0.3214285714285714, 'support': 31}, 'micro avg': {'precision': 0.3157894736842105, 'recall': 0.26666666666666666, 'f1-score': 0.2891566265060241, 'support': 45}, 'macro avg': {'precision': 0.29538461538461536, 'recall': 0.2523041474654378, 'f1-score': 0.2718253968253968, 'support': 45}, 'weighted avg': {'precision': 0.31979487179487176, 'recall': 0.26666666666666666, 'f1-score': 0.29056437389770723, 'support': 45}}
Token level accuracy: 0.7552083333333334
{'C': {'precision': 0.23076923076923078, 'recall': 0.21428571428571427, 'f1-score': 0.22222222222222224, 'support': 14}, 'P': {'precision': 0.36, 'recall': 0.2903225806451613, 'f1-score': 0.3214285714285714, 'support': 31}, 'micro avg': {'precision': 0.3157894736842105, 'recall': 0.26666666666666666, 'f1-score': 0.2891566265060241, 'support': 45}, 'macro avg': {'precision': 0.29538461538461536, 'recall': 0.2523041474654378, 'f1-score': 0.2718253968253968, 'support': 45}, 'weighted avg': {'precision': 0.31979487179487176, 'recall': 0.26666666666666666, 'f1-score': 0.29056437389770723, 'support': 45}}
Token level accuracy: 0.7552083333333334
Dev-Data: Prec: 0.316, Rec: 0.267, F1: 0.2892
{'C': {'precision': 0.22867513611615245, 'recall': 0.17475728155339806, 'f1-score': 0.1981132075471698, 'support': 721}, 'P': {'precision': 0.22823779193205945, 'recall': 0.23756906077348067, 'f1-score': 0.23280996210070387, 'support': 905}, 'micro avg': {'precision': 0.22839919624916277, 'recall': 0.2097170971709717, 'f1-score': 0.21865982686758575, 'support': 1626}, 'macro avg': {'precision': 0.22845646402410597, 'recall': 0.20616317116343935, 'f1-score': 0.21546158482393685, 'support': 1626}, 'weighted avg': {'precision': 0.22843171884271812, 'recall': 0.2097170971709717, 'f1-score': 0.21742474682819585, 'support': 1626}}
Token level accuracy: 0.5652993377136725
Wrong BIO-Encoding 108/1594 labels, 6.78%
{'C': {'precision': 0.22867513611615245, 'recall': 0.17475728155339806, 'f1-score': 0.1981132075471698, 'support': 721}, 'P': {'precision': 0.22823779193205945, 'recall': 0.23756906077348067, 'f1-score': 0.23280996210070387, 'support': 905}, 'micro avg': {'precision': 0.22839919624916277, 'recall': 0.2097170971709717, 'f1-score': 0.21865982686758575, 'support': 1626}, 'macro avg': {'precision': 0.22845646402410597, 'recall': 0.20616317116343935, 'f1-score': 0.21546158482393685, 'support': 1626}, 'weighted avg': {'precision': 0.22843171884271812, 'recall': 0.2097170971709717, 'f1-score': 0.21742474682819585, 'support': 1626}}
Token level accuracy: 0.5652993377136725
Wrong BIO-Encoding 7/1493 labels, 0.47%
Test-Data: Prec: 0.229, Rec: 0.210, F1: 0.2192

Scores from epoch with best dev-scores:
  Dev-Score: 0.2927
  Test-Score 0.1910

8.17 sec for evaluation

--------- Epoch 36 -----------
578.14 sec for training (21757.54 total)
-- cmv_modes1 --
{'C': {'precision': 0.2857142857142857, 'recall': 0.14285714285714285, 'f1-score': 0.19047619047619047, 'support': 14}, 'P': {'precision': 0.2413793103448276, 'recall': 0.22580645161290322, 'f1-score': 0.23333333333333334, 'support': 31}, 'micro avg': {'precision': 0.25, 'recall': 0.2, 'f1-score': 0.22222222222222224, 'support': 45}, 'macro avg': {'precision': 0.26354679802955666, 'recall': 0.18433179723502302, 'f1-score': 0.2119047619047619, 'support': 45}, 'weighted avg': {'precision': 0.25517241379310346, 'recall': 0.2, 'f1-score': 0.22, 'support': 45}}
Token level accuracy: 0.7565104166666666
{'C': {'precision': 0.2857142857142857, 'recall': 0.14285714285714285, 'f1-score': 0.19047619047619047, 'support': 14}, 'P': {'precision': 0.2413793103448276, 'recall': 0.22580645161290322, 'f1-score': 0.23333333333333334, 'support': 31}, 'micro avg': {'precision': 0.25, 'recall': 0.2, 'f1-score': 0.22222222222222224, 'support': 45}, 'macro avg': {'precision': 0.26354679802955666, 'recall': 0.18433179723502302, 'f1-score': 0.2119047619047619, 'support': 45}, 'weighted avg': {'precision': 0.25517241379310346, 'recall': 0.2, 'f1-score': 0.22, 'support': 45}}
Token level accuracy: 0.7565104166666666
Dev-Data: Prec: 0.250, Rec: 0.200, F1: 0.2222
{'C': {'precision': 0.21301775147928995, 'recall': 0.14979195561719832, 'f1-score': 0.1758957654723127, 'support': 721}, 'P': {'precision': 0.23809523809523808, 'recall': 0.23756906077348067, 'f1-score': 0.23783185840707963, 'support': 905}, 'micro avg': {'precision': 0.22907801418439716, 'recall': 0.1986469864698647, 'f1-score': 0.21277997364953888, 'support': 1626}, 'macro avg': {'precision': 0.22555649478726403, 'recall': 0.1936805081953395, 'f1-score': 0.20686381193969616, 'support': 1626}, 'weighted avg': {'precision': 0.2269753931689782, 'recall': 0.1986469864698647, 'f1-score': 0.21036819112173707, 'support': 1626}}
Token level accuracy: 0.5722625062171147
Wrong BIO-Encoding 208/1609 labels, 12.93%
{'C': {'precision': 0.21301775147928995, 'recall': 0.14979195561719832, 'f1-score': 0.1758957654723127, 'support': 721}, 'P': {'precision': 0.23809523809523808, 'recall': 0.23756906077348067, 'f1-score': 0.23783185840707963, 'support': 905}, 'micro avg': {'precision': 0.22907801418439716, 'recall': 0.1986469864698647, 'f1-score': 0.21277997364953888, 'support': 1626}, 'macro avg': {'precision': 0.22555649478726403, 'recall': 0.1936805081953395, 'f1-score': 0.20686381193969616, 'support': 1626}, 'weighted avg': {'precision': 0.2269753931689782, 'recall': 0.1986469864698647, 'f1-score': 0.21036819112173707, 'support': 1626}}
Token level accuracy: 0.5722625062171147
Wrong BIO-Encoding 9/1410 labels, 0.64%
Test-Data: Prec: 0.231, Rec: 0.199, F1: 0.2134

Scores from epoch with best dev-scores:
  Dev-Score: 0.2927
  Test-Score 0.1910

8.04 sec for evaluation

--------- Epoch 37 -----------
577.46 sec for training (22335.00 total)
-- cmv_modes1 --
{'C': {'precision': 0.17647058823529413, 'recall': 0.21428571428571427, 'f1-score': 0.1935483870967742, 'support': 14}, 'P': {'precision': 0.35714285714285715, 'recall': 0.16129032258064516, 'f1-score': 0.2222222222222222, 'support': 31}, 'micro avg': {'precision': 0.25806451612903225, 'recall': 0.17777777777777778, 'f1-score': 0.21052631578947367, 'support': 45}, 'macro avg': {'precision': 0.2668067226890756, 'recall': 0.18778801843317972, 'f1-score': 0.2078853046594982, 'support': 45}, 'weighted avg': {'precision': 0.30093370681605974, 'recall': 0.17777777777777778, 'f1-score': 0.21330147351652728, 'support': 45}}
Token level accuracy: 0.7109375
{'C': {'precision': 0.17647058823529413, 'recall': 0.21428571428571427, 'f1-score': 0.1935483870967742, 'support': 14}, 'P': {'precision': 0.35714285714285715, 'recall': 0.16129032258064516, 'f1-score': 0.2222222222222222, 'support': 31}, 'micro avg': {'precision': 0.25806451612903225, 'recall': 0.17777777777777778, 'f1-score': 0.21052631578947367, 'support': 45}, 'macro avg': {'precision': 0.2668067226890756, 'recall': 0.18778801843317972, 'f1-score': 0.2078853046594982, 'support': 45}, 'weighted avg': {'precision': 0.30093370681605974, 'recall': 0.17777777777777778, 'f1-score': 0.21330147351652728, 'support': 45}}
Token level accuracy: 0.7109375
Dev-Data: Prec: 0.258, Rec: 0.178, F1: 0.2105
{'C': {'precision': 0.17466666666666666, 'recall': 0.18169209431345354, 'f1-score': 0.17811012916383412, 'support': 721}, 'P': {'precision': 0.25203252032520324, 'recall': 0.1712707182320442, 'f1-score': 0.20394736842105263, 'support': 905}, 'micro avg': {'precision': 0.20952380952380953, 'recall': 0.17589175891758918, 'f1-score': 0.19124038783015715, 'support': 1626}, 'macro avg': {'precision': 0.21334959349593496, 'recall': 0.1764814062727489, 'f1-score': 0.19102874879244336, 'support': 1626}, 'weighted avg': {'precision': 0.2177269972699727, 'recall': 0.17589175891758918, 'f1-score': 0.19249063440847297, 'support': 1626}}
Token level accuracy: 0.5120284809298186
Wrong BIO-Encoding 142/1496 labels, 9.49%
{'C': {'precision': 0.17466666666666666, 'recall': 0.18169209431345354, 'f1-score': 0.17811012916383412, 'support': 721}, 'P': {'precision': 0.25203252032520324, 'recall': 0.1712707182320442, 'f1-score': 0.20394736842105263, 'support': 905}, 'micro avg': {'precision': 0.20952380952380953, 'recall': 0.17589175891758918, 'f1-score': 0.19124038783015715, 'support': 1626}, 'macro avg': {'precision': 0.21334959349593496, 'recall': 0.1764814062727489, 'f1-score': 0.19102874879244336, 'support': 1626}, 'weighted avg': {'precision': 0.2177269972699727, 'recall': 0.17589175891758918, 'f1-score': 0.19249063440847297, 'support': 1626}}
Token level accuracy: 0.5120284809298186
Wrong BIO-Encoding 11/1365 labels, 0.81%
Test-Data: Prec: 0.211, Rec: 0.176, F1: 0.1919

Scores from epoch with best dev-scores:
  Dev-Score: 0.2927
  Test-Score 0.1910

7.99 sec for evaluation

--------- Epoch 38 -----------
569.96 sec for training (22904.96 total)
-- cmv_modes1 --
{'C': {'precision': 0.125, 'recall': 0.07142857142857142, 'f1-score': 0.09090909090909091, 'support': 14}, 'P': {'precision': 0.21428571428571427, 'recall': 0.1935483870967742, 'f1-score': 0.20338983050847456, 'support': 31}, 'micro avg': {'precision': 0.19444444444444445, 'recall': 0.15555555555555556, 'f1-score': 0.17283950617283952, 'support': 45}, 'macro avg': {'precision': 0.16964285714285715, 'recall': 0.13248847926267282, 'f1-score': 0.14714946070878274, 'support': 45}, 'weighted avg': {'precision': 0.18650793650793648, 'recall': 0.15555555555555556, 'f1-score': 0.16839582263311076, 'support': 45}}
Token level accuracy: 0.7369791666666666
{'C': {'precision': 0.125, 'recall': 0.07142857142857142, 'f1-score': 0.09090909090909091, 'support': 14}, 'P': {'precision': 0.21428571428571427, 'recall': 0.1935483870967742, 'f1-score': 0.20338983050847456, 'support': 31}, 'micro avg': {'precision': 0.19444444444444445, 'recall': 0.15555555555555556, 'f1-score': 0.17283950617283952, 'support': 45}, 'macro avg': {'precision': 0.16964285714285715, 'recall': 0.13248847926267282, 'f1-score': 0.14714946070878274, 'support': 45}, 'weighted avg': {'precision': 0.18650793650793648, 'recall': 0.15555555555555556, 'f1-score': 0.16839582263311076, 'support': 45}}
Token level accuracy: 0.7369791666666666
Dev-Data: Prec: 0.194, Rec: 0.156, F1: 0.1728
{'C': {'precision': 0.24472573839662448, 'recall': 0.1608876560332871, 'f1-score': 0.19414225941422592, 'support': 721}, 'P': {'precision': 0.24739039665970772, 'recall': 0.261878453038674, 'f1-score': 0.25442834138486314, 'support': 905}, 'micro avg': {'precision': 0.24650837988826815, 'recall': 0.21709717097170972, 'f1-score': 0.23086984957488552, 'support': 1626}, 'macro avg': {'precision': 0.2460580675281661, 'recall': 0.21138305453598055, 'f1-score': 0.22428530039954453, 'support': 1626}, 'weighted avg': {'precision': 0.24620883540037006, 'recall': 0.21709717097170972, 'f1-score': 0.22769632102764947, 'support': 1626}}
Token level accuracy: 0.5603518232507002
Wrong BIO-Encoding 344/1762 labels, 19.52%
{'C': {'precision': 0.24472573839662448, 'recall': 0.1608876560332871, 'f1-score': 0.19414225941422592, 'support': 721}, 'P': {'precision': 0.24739039665970772, 'recall': 0.261878453038674, 'f1-score': 0.25442834138486314, 'support': 905}, 'micro avg': {'precision': 0.24650837988826815, 'recall': 0.21709717097170972, 'f1-score': 0.23086984957488552, 'support': 1626}, 'macro avg': {'precision': 0.2460580675281661, 'recall': 0.21138305453598055, 'f1-score': 0.22428530039954453, 'support': 1626}, 'weighted avg': {'precision': 0.24620883540037006, 'recall': 0.21709717097170972, 'f1-score': 0.22769632102764947, 'support': 1626}}
Token level accuracy: 0.5603518232507002
Wrong BIO-Encoding 14/1432 labels, 0.98%
Test-Data: Prec: 0.249, Rec: 0.217, F1: 0.2319

Scores from epoch with best dev-scores:
  Dev-Score: 0.2927
  Test-Score 0.1910

8.07 sec for evaluation

--------- Epoch 39 -----------
569.50 sec for training (23474.46 total)
-- cmv_modes1 --
{'C': {'precision': 0.21052631578947367, 'recall': 0.2857142857142857, 'f1-score': 0.24242424242424243, 'support': 14}, 'P': {'precision': 0.3333333333333333, 'recall': 0.1935483870967742, 'f1-score': 0.24489795918367346, 'support': 31}, 'micro avg': {'precision': 0.2702702702702703, 'recall': 0.2222222222222222, 'f1-score': 0.24390243902439024, 'support': 45}, 'macro avg': {'precision': 0.27192982456140347, 'recall': 0.23963133640552994, 'f1-score': 0.24366110080395795, 'support': 45}, 'weighted avg': {'precision': 0.2951267056530214, 'recall': 0.2222222222222222, 'f1-score': 0.24412835841407268, 'support': 45}}
Token level accuracy: 0.7552083333333334
{'C': {'precision': 0.21052631578947367, 'recall': 0.2857142857142857, 'f1-score': 0.24242424242424243, 'support': 14}, 'P': {'precision': 0.3333333333333333, 'recall': 0.1935483870967742, 'f1-score': 0.24489795918367346, 'support': 31}, 'micro avg': {'precision': 0.2702702702702703, 'recall': 0.2222222222222222, 'f1-score': 0.24390243902439024, 'support': 45}, 'macro avg': {'precision': 0.27192982456140347, 'recall': 0.23963133640552994, 'f1-score': 0.24366110080395795, 'support': 45}, 'weighted avg': {'precision': 0.2951267056530214, 'recall': 0.2222222222222222, 'f1-score': 0.24412835841407268, 'support': 45}}
Token level accuracy: 0.7552083333333334
Dev-Data: Prec: 0.270, Rec: 0.222, F1: 0.2439
{'C': {'precision': 0.19824341279799249, 'recall': 0.21914008321775313, 'f1-score': 0.20816864295125165, 'support': 721}, 'P': {'precision': 0.24764468371467024, 'recall': 0.20331491712707184, 'f1-score': 0.2233009708737864, 'support': 905}, 'micro avg': {'precision': 0.22207792207792207, 'recall': 0.21033210332103322, 'f1-score': 0.2160454832596336, 'support': 1626}, 'macro avg': {'precision': 0.22294404825633135, 'recall': 0.21122750017241249, 'f1-score': 0.215734806912519, 'support': 1626}, 'weighted avg': {'precision': 0.22573920011631557, 'recall': 0.21033210332103322, 'f1-score': 0.21659100258833278, 'support': 1626}}
Token level accuracy: 0.5394099630899715
Wrong BIO-Encoding 276/1801 labels, 15.32%
{'C': {'precision': 0.19824341279799249, 'recall': 0.21914008321775313, 'f1-score': 0.20816864295125165, 'support': 721}, 'P': {'precision': 0.24764468371467024, 'recall': 0.20331491712707184, 'f1-score': 0.2233009708737864, 'support': 905}, 'micro avg': {'precision': 0.22207792207792207, 'recall': 0.21033210332103322, 'f1-score': 0.2160454832596336, 'support': 1626}, 'macro avg': {'precision': 0.22294404825633135, 'recall': 0.21122750017241249, 'f1-score': 0.215734806912519, 'support': 1626}, 'weighted avg': {'precision': 0.22573920011631557, 'recall': 0.21033210332103322, 'f1-score': 0.21659100258833278, 'support': 1626}}
Token level accuracy: 0.5394099630899715
Wrong BIO-Encoding 15/1540 labels, 0.97%
Test-Data: Prec: 0.224, Rec: 0.210, F1: 0.2171

Scores from epoch with best dev-scores:
  Dev-Score: 0.2927
  Test-Score 0.1910

7.51 sec for evaluation

--------- Epoch 40 -----------
547.64 sec for training (24022.10 total)
-- cmv_modes1 --
{'C': {'precision': 0.25, 'recall': 0.35714285714285715, 'f1-score': 0.2941176470588235, 'support': 14}, 'P': {'precision': 0.25, 'recall': 0.12903225806451613, 'f1-score': 0.1702127659574468, 'support': 31}, 'micro avg': {'precision': 0.25, 'recall': 0.2, 'f1-score': 0.22222222222222224, 'support': 45}, 'macro avg': {'precision': 0.25, 'recall': 0.24308755760368664, 'f1-score': 0.23216520650813516, 'support': 45}, 'weighted avg': {'precision': 0.25, 'recall': 0.2, 'f1-score': 0.20876095118898622, 'support': 45}}
Token level accuracy: 0.7838541666666666
{'C': {'precision': 0.25, 'recall': 0.35714285714285715, 'f1-score': 0.2941176470588235, 'support': 14}, 'P': {'precision': 0.25, 'recall': 0.12903225806451613, 'f1-score': 0.1702127659574468, 'support': 31}, 'micro avg': {'precision': 0.25, 'recall': 0.2, 'f1-score': 0.22222222222222224, 'support': 45}, 'macro avg': {'precision': 0.25, 'recall': 0.24308755760368664, 'f1-score': 0.23216520650813516, 'support': 45}, 'weighted avg': {'precision': 0.25, 'recall': 0.2, 'f1-score': 0.20876095118898622, 'support': 45}}
Token level accuracy: 0.7838541666666666
Dev-Data: Prec: 0.250, Rec: 0.200, F1: 0.2222
{'C': {'precision': 0.19202898550724637, 'recall': 0.22052704576976423, 'f1-score': 0.2052937378954164, 'support': 721}, 'P': {'precision': 0.2544570502431118, 'recall': 0.1734806629834254, 'f1-score': 0.20630749014454666, 'support': 905}, 'micro avg': {'precision': 0.21868512110726643, 'recall': 0.1943419434194342, 'f1-score': 0.20579615760338651, 'support': 1626}, 'macro avg': {'precision': 0.22324301787517908, 'recall': 0.19700385437659482, 'f1-score': 0.20580061401998154, 'support': 1626}, 'weighted avg': {'precision': 0.2267752331000866, 'recall': 0.1943419434194342, 'f1-score': 0.20585797269582407, 'support': 1626}}
Token level accuracy: 0.5269757336195388
Wrong BIO-Encoding 116/1555 labels, 7.46%
{'C': {'precision': 0.19202898550724637, 'recall': 0.22052704576976423, 'f1-score': 0.2052937378954164, 'support': 721}, 'P': {'precision': 0.2544570502431118, 'recall': 0.1734806629834254, 'f1-score': 0.20630749014454666, 'support': 905}, 'micro avg': {'precision': 0.21868512110726643, 'recall': 0.1943419434194342, 'f1-score': 0.20579615760338651, 'support': 1626}, 'macro avg': {'precision': 0.22324301787517908, 'recall': 0.19700385437659482, 'f1-score': 0.20580061401998154, 'support': 1626}, 'weighted avg': {'precision': 0.2267752331000866, 'recall': 0.1943419434194342, 'f1-score': 0.20585797269582407, 'support': 1626}}
Token level accuracy: 0.5269757336195388
Wrong BIO-Encoding 6/1445 labels, 0.42%
Test-Data: Prec: 0.220, Rec: 0.194, F1: 0.2062

Scores from epoch with best dev-scores:
  Dev-Score: 0.2927
  Test-Score 0.1910

7.69 sec for evaluation
---------RUN 5 ------------
Read 402 sentences from: essays dataset
Read 194 sentences from: hotel dataset
Read 1927 sentences from: news dataset
Read 507 sentences from: var dataset
Read 340 sentences from: web dataset
Read 118 sentences from: wiki dataset
Generate new embeddings files for a dataset
Read file: komninos_english_embeddings.gz
Added words: 21
:: Transform cmv_modes1 dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.79%
:: Create Dev Matrix ::
Unknown-Tokens: 1.94%
:: Create Test Matrix ::
Unknown-Tokens: 0.92%
:: Transform essays dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.32%
:: Create Dev Matrix ::
Unknown-Tokens: 0.35%
:: Create Test Matrix ::
Unknown-Tokens: 0.25%
:: Transform var dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 1.39%
:: Create Dev Matrix ::
Unknown-Tokens: 0.00%
:: Create Test Matrix ::
Unknown-Tokens: 1.33%
:: Transform web dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.69%
:: Create Dev Matrix ::
Unknown-Tokens: 3.50%
:: Create Test Matrix ::
Unknown-Tokens: 0.83%
:: Transform wiki dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 1.14%
:: Create Dev Matrix ::
Unknown-Tokens: 0.26%
:: Create Test Matrix ::
Unknown-Tokens: 1.25%
:: Transform news dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 1.42%
:: Create Dev Matrix ::
Unknown-Tokens: 3.23%
:: Create Test Matrix ::
Unknown-Tokens: 1.43%
:: Transform hotel dataset ::
:: Create Train Matrix ::
Unknown-Tokens: 0.74%
:: Create Dev Matrix ::
Unknown-Tokens: 0.43%
:: Create Test Matrix ::
Unknown-Tokens: 0.92%
DONE - Embeddings file saved: pkl/cmv_modes1_essays_hotel_news_var_web_wiki_komninos_english_embeddings.pkl
--- cmv_modes1 ---
235 train sentences
3 dev sentences
221 test sentences
--- essays ---
201 train sentences
1 dev sentences
201 test sentences
--- var ---
253 train sentences
1 dev sentences
254 test sentences
--- web ---
170 train sentences
1 dev sentences
170 test sentences
--- wiki ---
59 train sentences
1 dev sentences
59 test sentences
--- news ---
963 train sentences
1 dev sentences
964 test sentences
--- hotel ---
97 train sentences
1 dev sentences
97 test sentences
LSTM-Size: [100]
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66698100       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
cmv_modes1_hidden_lin_layer (TimeDistrib (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
cmv_modes1_crf (ChainCRF)                (None, None, 25)           675            cmv_modes1_hidden_lin_layer[0][0]         
=============================================================================================================================
Total params: 67,032,680
Trainable params: 334,580
Non-trainable params: 66,698,100
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66698100       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
essays_hidden_lin_layer (TimeDistributed (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
essays_crf (ChainCRF)                    (None, None, 25)           675            essays_hidden_lin_layer[0][0]             
=============================================================================================================================
Total params: 67,032,680
Trainable params: 334,580
Non-trainable params: 66,698,100
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66698100       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
var_hidden_lin_layer (TimeDistributed)   (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
var_crf (ChainCRF)                       (None, None, 25)           675            var_hidden_lin_layer[0][0]                
=============================================================================================================================
Total params: 67,032,680
Trainable params: 334,580
Non-trainable params: 66,698,100
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66698100       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
web_hidden_lin_layer (TimeDistributed)   (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
web_crf (ChainCRF)                       (None, None, 25)           675            web_hidden_lin_layer[0][0]                
=============================================================================================================================
Total params: 67,032,680
Trainable params: 334,580
Non-trainable params: 66,698,100
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66698100       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
wiki_hidden_lin_layer (TimeDistributed)  (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
wiki_crf (ChainCRF)                      (None, None, 25)           675            wiki_hidden_lin_layer[0][0]               
=============================================================================================================================
Total params: 67,032,680
Trainable params: 334,580
Non-trainable params: 66,698,100
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66698100       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
news_hidden_lin_layer (TimeDistributed)  (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
news_crf (ChainCRF)                      (None, None, 25)           675            news_hidden_lin_layer[0][0]               
=============================================================================================================================
Total params: 67,032,680
Trainable params: 334,580
Non-trainable params: 66,698,100
_____________________________________________________________________________________________________________________________
_____________________________________________________________________________________________________________________________
Layer (type)                             Output Shape               Param #        Connected to                              
=============================================================================================================================
words_input (InputLayer)                 (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
casing_input (InputLayer)                (None, None)               0                                                        
_____________________________________________________________________________________________________________________________
word_embeddings (Embedding)              (None, None, 300)          66698100       words_input[0][0]                         
_____________________________________________________________________________________________________________________________
casing_emebddings (Embedding)            (None, None, 10)           80             casing_input[0][0]                        
_____________________________________________________________________________________________________________________________
concatenate_1 (Concatenate)              (None, None, 310)          0              word_embeddings[0][0]                     
                                                                                   casing_emebddings[0][0]                   
_____________________________________________________________________________________________________________________________
shared_varLSTM_1 (Bidirectional)         (None, None, 200)          328800         concatenate_1[0][0]                       
_____________________________________________________________________________________________________________________________
hotel_hidden_lin_layer (TimeDistributed) (None, None, 25)           5025           shared_varLSTM_1[0][0]                    
_____________________________________________________________________________________________________________________________
hotel_crf (ChainCRF)                     (None, None, 25)           675            hotel_hidden_lin_layer[0][0]              
=============================================================================================================================
Total params: 67,032,680
Trainable params: 334,580
Non-trainable params: 66,698,100
_____________________________________________________________________________________________________________________________

--------- Epoch 1 -----------
569.01 sec for training (569.01 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 20}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 49}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 69}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 69}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 69}}
Token level accuracy: 0.5528269560251285
Wrong BIO-Encoding 1579/1579 labels, 100.00%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 20}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 49}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 69}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 69}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 69}}
Token level accuracy: 0.5528269560251285
Wrong BIO-Encoding 291/291 labels, 100.00%
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.00046425255338904364, 'recall': 0.002583979328165375, 'f1-score': 0.0007870916961826053, 'support': 774}, 'P': {'precision': 0.005346799346502302, 'recall': 0.03468208092485549, 'f1-score': 0.009265216831810578, 'support': 1038}, 'micro avg': {'precision': 0.003441717235757631, 'recall': 0.02097130242825607, 'f1-score': 0.005913016416400841, 'support': 1812}, 'macro avg': {'precision': 0.002905525949945673, 'recall': 0.018633030126510432, 'f1-score': 0.005026154263996592, 'support': 1812}, 'weighted avg': {'precision': 0.0032612081666625325, 'recall': 0.020971302428256067, 'f1-score': 0.005643766028843663, 'support': 1812}}
Token level accuracy: 0.46062036412677004
Wrong BIO-Encoding 40091/40121 labels, 99.93%
{'C': {'precision': 0.00046425255338904364, 'recall': 0.002583979328165375, 'f1-score': 0.0007870916961826053, 'support': 774}, 'P': {'precision': 0.005346799346502302, 'recall': 0.03468208092485549, 'f1-score': 0.009265216831810578, 'support': 1038}, 'micro avg': {'precision': 0.003441717235757631, 'recall': 0.02097130242825607, 'f1-score': 0.005913016416400841, 'support': 1812}, 'macro avg': {'precision': 0.002905525949945673, 'recall': 0.018633030126510432, 'f1-score': 0.005026154263996592, 'support': 1812}, 'weighted avg': {'precision': 0.0032612081666625325, 'recall': 0.020971302428256067, 'f1-score': 0.005643766028843663, 'support': 1812}}
Token level accuracy: 0.46062036412677004
Wrong BIO-Encoding 11011/11041 labels, 99.73%
Test-Data: Prec: 0.003, Rec: 0.021, F1: 0.0059

Scores from epoch with best dev-scores:
  Dev-Score: 0.0000
  Test-Score 0.0000

10.67 sec for evaluation

--------- Epoch 2 -----------
540.76 sec for training (1109.77 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 20}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 49}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 69}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 69}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 69}}
Token level accuracy: 0.5625356938892062
Wrong BIO-Encoding 856/883 labels, 96.94%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 20}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 49}, 'micro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 69}, 'macro avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 69}, 'weighted avg': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 69}}
Token level accuracy: 0.5625356938892062
Wrong BIO-Encoding 65/92 labels, 70.65%
Dev-Data: Prec: 0.000, Rec: 0.000, F1: 0.0000
{'C': {'precision': 0.011473429951690822, 'recall': 0.02454780361757106, 'f1-score': 0.015637860082304528, 'support': 774}, 'P': {'precision': 0.02190721649484536, 'recall': 0.049132947976878616, 'f1-score': 0.0303030303030303, 'support': 1038}, 'micro avg': {'precision': 0.017570281124497992, 'recall': 0.03863134657836645, 'f1-score': 0.024154589371980676, 'support': 1812}, 'macro avg': {'precision': 0.01669032322326809, 'recall': 0.036840375797224836, 'f1-score': 0.022970445192667416, 'support': 1812}, 'weighted avg': {'precision': 0.017450400388663453, 'recall': 0.03863134657836645, 'f1-score': 0.02403876885113088, 'support': 1812}}
Token level accuracy: 0.5002697235333783
Wrong BIO-Encoding 23004/24170 labels, 95.18%
{'C': {'precision': 0.011473429951690822, 'recall': 0.02454780361757106, 'f1-score': 0.015637860082304528, 'support': 774}, 'P': {'precision': 0.02190721649484536, 'recall': 0.049132947976878616, 'f1-score': 0.0303030303030303, 'support': 1038}, 'micro avg': {'precision': 0.017570281124497992, 'recall': 0.03863134657836645, 'f1-score': 0.024154589371980676, 'support': 1812}, 'macro avg': {'precision': 0.01669032322326809, 'recall': 0.036840375797224836, 'f1-score': 0.022970445192667416, 'support': 1812}, 'weighted avg': {'precision': 0.017450400388663453, 'recall': 0.03863134657836645, 'f1-score': 0.02403876885113088, 'support': 1812}}
Token level accuracy: 0.5002697235333783
Wrong BIO-Encoding 2818/3984 labels, 70.73%
Test-Data: Prec: 0.051, Rec: 0.033, F1: 0.0403

Scores from epoch with best dev-scores:
  Dev-Score: 0.0000
  Test-Score 0.0000

9.42 sec for evaluation

--------- Epoch 3 -----------
539.42 sec for training (1649.19 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 20}, 'P': {'precision': 0.07272727272727272, 'recall': 0.08163265306122448, 'f1-score': 0.07692307692307691, 'support': 49}, 'micro avg': {'precision': 0.047058823529411764, 'recall': 0.057971014492753624, 'f1-score': 0.051948051948051945, 'support': 69}, 'macro avg': {'precision': 0.03636363636363636, 'recall': 0.04081632653061224, 'f1-score': 0.03846153846153846, 'support': 69}, 'weighted avg': {'precision': 0.05164690382081686, 'recall': 0.05797101449275362, 'f1-score': 0.05462653288740245, 'support': 69}}
Token level accuracy: 0.5825242718446602
Wrong BIO-Encoding 562/608 labels, 92.43%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 20}, 'P': {'precision': 0.07272727272727272, 'recall': 0.08163265306122448, 'f1-score': 0.07692307692307691, 'support': 49}, 'micro avg': {'precision': 0.047058823529411764, 'recall': 0.057971014492753624, 'f1-score': 0.051948051948051945, 'support': 69}, 'macro avg': {'precision': 0.03636363636363636, 'recall': 0.04081632653061224, 'f1-score': 0.03846153846153846, 'support': 69}, 'weighted avg': {'precision': 0.05164690382081686, 'recall': 0.05797101449275362, 'f1-score': 0.05462653288740245, 'support': 69}}
Token level accuracy: 0.5825242718446602
Wrong BIO-Encoding 39/85 labels, 45.88%
Dev-Data: Prec: 0.065, Rec: 0.043, F1: 0.0522
{'C': {'precision': 0.07515822784810126, 'recall': 0.1227390180878553, 'f1-score': 0.09322865554465162, 'support': 774}, 'P': {'precision': 0.0861812778603269, 'recall': 0.11175337186897881, 'f1-score': 0.09731543624161075, 'support': 1038}, 'micro avg': {'precision': 0.08084291187739463, 'recall': 0.11644591611479028, 'f1-score': 0.09543193125282677, 'support': 1812}, 'macro avg': {'precision': 0.08066975285421407, 'recall': 0.11724619497841705, 'f1-score': 0.09527204589313118, 'support': 1812}, 'weighted avg': {'precision': 0.08147275649748878, 'recall': 0.11644591611479028, 'f1-score': 0.09556975839423416, 'support': 1812}}
Token level accuracy: 0.49921330636098
Wrong BIO-Encoding 10776/12494 labels, 86.25%
{'C': {'precision': 0.07515822784810126, 'recall': 0.1227390180878553, 'f1-score': 0.09322865554465162, 'support': 774}, 'P': {'precision': 0.0861812778603269, 'recall': 0.11175337186897881, 'f1-score': 0.09731543624161075, 'support': 1038}, 'micro avg': {'precision': 0.08084291187739463, 'recall': 0.11644591611479028, 'f1-score': 0.09543193125282677, 'support': 1812}, 'macro avg': {'precision': 0.08066975285421407, 'recall': 0.11724619497841705, 'f1-score': 0.09527204589313118, 'support': 1812}, 'weighted avg': {'precision': 0.08147275649748878, 'recall': 0.11644591611479028, 'f1-score': 0.09556975839423416, 'support': 1812}}
Token level accuracy: 0.49921330636098
Wrong BIO-Encoding 892/2610 labels, 34.18%
Test-Data: Prec: 0.121, Rec: 0.115, F1: 0.1178

Scores from epoch with best dev-scores:
  Dev-Score: 0.0522
  Test-Score 0.1178

11.86 sec for evaluation

--------- Epoch 4 -----------
531.38 sec for training (2180.57 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 20}, 'P': {'precision': 0.03571428571428571, 'recall': 0.02040816326530612, 'f1-score': 0.025974025974025972, 'support': 49}, 'micro avg': {'precision': 0.014705882352941176, 'recall': 0.014492753623188406, 'f1-score': 0.014598540145985403, 'support': 69}, 'macro avg': {'precision': 0.017857142857142856, 'recall': 0.01020408163265306, 'f1-score': 0.012987012987012986, 'support': 69}, 'weighted avg': {'precision': 0.025362318840579712, 'recall': 0.014492753623188404, 'f1-score': 0.01844532279314888, 'support': 69}}
Token level accuracy: 0.4003426613363792
Wrong BIO-Encoding 620/647 labels, 95.83%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 20}, 'P': {'precision': 0.03571428571428571, 'recall': 0.02040816326530612, 'f1-score': 0.025974025974025972, 'support': 49}, 'micro avg': {'precision': 0.014705882352941176, 'recall': 0.014492753623188406, 'f1-score': 0.014598540145985403, 'support': 69}, 'macro avg': {'precision': 0.017857142857142856, 'recall': 0.01020408163265306, 'f1-score': 0.012987012987012986, 'support': 69}, 'weighted avg': {'precision': 0.025362318840579712, 'recall': 0.014492753623188404, 'f1-score': 0.01844532279314888, 'support': 69}}
Token level accuracy: 0.4003426613363792
Wrong BIO-Encoding 41/68 labels, 60.29%
Dev-Data: Prec: 0.037, Rec: 0.014, F1: 0.0208
{'C': {'precision': 0.07503607503607504, 'recall': 0.1343669250645995, 'f1-score': 0.09629629629629631, 'support': 774}, 'P': {'precision': 0.0638930163447251, 'recall': 0.041425818882466284, 'f1-score': 0.050263004091174755, 'support': 1038}, 'micro avg': {'precision': 0.07139388052452647, 'recall': 0.08112582781456953, 'f1-score': 0.07594936708860758, 'support': 1812}, 'macro avg': {'precision': 0.06946454569040007, 'recall': 0.0878963719735329, 'f1-score': 0.07327965019373553, 'support': 1812}, 'weighted avg': {'precision': 0.06865279969301696, 'recall': 0.08112582781456953, 'f1-score': 0.06992623155627635, 'support': 1812}}
Token level accuracy: 0.4766464374016633
Wrong BIO-Encoding 10706/12062 labels, 88.76%
{'C': {'precision': 0.07503607503607504, 'recall': 0.1343669250645995, 'f1-score': 0.09629629629629631, 'support': 774}, 'P': {'precision': 0.0638930163447251, 'recall': 0.041425818882466284, 'f1-score': 0.050263004091174755, 'support': 1038}, 'micro avg': {'precision': 0.07139388052452647, 'recall': 0.08112582781456953, 'f1-score': 0.07594936708860758, 'support': 1812}, 'macro avg': {'precision': 0.06946454569040007, 'recall': 0.0878963719735329, 'f1-score': 0.07327965019373553, 'support': 1812}, 'weighted avg': {'precision': 0.06865279969301696, 'recall': 0.08112582781456953, 'f1-score': 0.06992623155627635, 'support': 1812}}
Token level accuracy: 0.4766464374016633
Wrong BIO-Encoding 703/2059 labels, 34.14%
Test-Data: Prec: 0.108, Rec: 0.081, F1: 0.0922

Scores from epoch with best dev-scores:
  Dev-Score: 0.0522
  Test-Score 0.1178

9.37 sec for evaluation

--------- Epoch 5 -----------
530.77 sec for training (2711.33 total)
-- cmv_modes1 --
{'C': {'precision': 0.11538461538461539, 'recall': 0.15, 'f1-score': 0.13043478260869565, 'support': 20}, 'P': {'precision': 0.09090909090909091, 'recall': 0.08163265306122448, 'f1-score': 0.08602150537634408, 'support': 49}, 'micro avg': {'precision': 0.1, 'recall': 0.10144927536231885, 'f1-score': 0.10071942446043165, 'support': 69}, 'macro avg': {'precision': 0.10314685314685315, 'recall': 0.11581632653061225, 'f1-score': 0.10822814399251987, 'support': 69}, 'weighted avg': {'precision': 0.0980034458295328, 'recall': 0.10144927536231885, 'f1-score': 0.09889491906688078, 'support': 69}}
Token level accuracy: 0.555682467161622
Wrong BIO-Encoding 363/414 labels, 87.68%
{'C': {'precision': 0.11538461538461539, 'recall': 0.15, 'f1-score': 0.13043478260869565, 'support': 20}, 'P': {'precision': 0.09090909090909091, 'recall': 0.08163265306122448, 'f1-score': 0.08602150537634408, 'support': 49}, 'micro avg': {'precision': 0.1, 'recall': 0.10144927536231885, 'f1-score': 0.10071942446043165, 'support': 69}, 'macro avg': {'precision': 0.10314685314685315, 'recall': 0.11581632653061225, 'f1-score': 0.10822814399251987, 'support': 69}, 'weighted avg': {'precision': 0.0980034458295328, 'recall': 0.10144927536231885, 'f1-score': 0.09889491906688078, 'support': 69}}
Token level accuracy: 0.555682467161622
Wrong BIO-Encoding 19/70 labels, 27.14%
Dev-Data: Prec: 0.137, Rec: 0.101, F1: 0.1167
{'C': {'precision': 0.10074626865671642, 'recall': 0.1744186046511628, 'f1-score': 0.12771996215704826, 'support': 774}, 'P': {'precision': 0.1529175050301811, 'recall': 0.1464354527938343, 'f1-score': 0.1496062992125984, 'support': 1038}, 'micro avg': {'precision': 0.12296486718080549, 'recall': 0.15838852097130243, 'f1-score': 0.1384466956102267, 'support': 1812}, 'macro avg': {'precision': 0.12683188684344876, 'recall': 0.16042702872249853, 'f1-score': 0.13866313068482333, 'support': 1812}, 'weighted avg': {'precision': 0.13063244048654882, 'recall': 0.15838852097130243, 'f1-score': 0.14025749960939984, 'support': 1812}}
Token level accuracy: 0.5170824904472915
Wrong BIO-Encoding 5212/7207 labels, 72.32%
{'C': {'precision': 0.10074626865671642, 'recall': 0.1744186046511628, 'f1-score': 0.12771996215704826, 'support': 774}, 'P': {'precision': 0.1529175050301811, 'recall': 0.1464354527938343, 'f1-score': 0.1496062992125984, 'support': 1038}, 'micro avg': {'precision': 0.12296486718080549, 'recall': 0.15838852097130243, 'f1-score': 0.1384466956102267, 'support': 1812}, 'macro avg': {'precision': 0.12683188684344876, 'recall': 0.16042702872249853, 'f1-score': 0.13866313068482333, 'support': 1812}, 'weighted avg': {'precision': 0.13063244048654882, 'recall': 0.15838852097130243, 'f1-score': 0.14025749960939984, 'support': 1812}}
Token level accuracy: 0.5170824904472915
Wrong BIO-Encoding 339/2334 labels, 14.52%
Test-Data: Prec: 0.139, Rec: 0.153, F1: 0.1455

Scores from epoch with best dev-scores:
  Dev-Score: 0.1167
  Test-Score 0.1455

10.12 sec for evaluation

--------- Epoch 6 -----------
532.35 sec for training (3243.69 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 20}, 'P': {'precision': 0.12727272727272726, 'recall': 0.14285714285714285, 'f1-score': 0.13461538461538458, 'support': 49}, 'micro avg': {'precision': 0.12280701754385964, 'recall': 0.10144927536231885, 'f1-score': 0.11111111111111112, 'support': 69}, 'macro avg': {'precision': 0.06363636363636363, 'recall': 0.07142857142857142, 'f1-score': 0.06730769230769229, 'support': 69}, 'weighted avg': {'precision': 0.0903820816864295, 'recall': 0.10144927536231885, 'f1-score': 0.09559643255295427, 'support': 69}}
Token level accuracy: 0.6567675613934895
Wrong BIO-Encoding 80/133 labels, 60.15%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 20}, 'P': {'precision': 0.12727272727272726, 'recall': 0.14285714285714285, 'f1-score': 0.13461538461538458, 'support': 49}, 'micro avg': {'precision': 0.12280701754385964, 'recall': 0.10144927536231885, 'f1-score': 0.11111111111111112, 'support': 69}, 'macro avg': {'precision': 0.06363636363636363, 'recall': 0.07142857142857142, 'f1-score': 0.06730769230769229, 'support': 69}, 'weighted avg': {'precision': 0.0903820816864295, 'recall': 0.10144927536231885, 'f1-score': 0.09559643255295427, 'support': 69}}
Token level accuracy: 0.6567675613934895
Wrong BIO-Encoding 4/57 labels, 7.02%
Dev-Data: Prec: 0.132, Rec: 0.101, F1: 0.1148
{'C': {'precision': 0.11202185792349727, 'recall': 0.05297157622739018, 'f1-score': 0.07192982456140351, 'support': 774}, 'P': {'precision': 0.18609406952965235, 'recall': 0.2630057803468208, 'f1-score': 0.2179640718562874, 'support': 1038}, 'micro avg': {'precision': 0.171303873431533, 'recall': 0.17328918322295805, 'f1-score': 0.17229080932784638, 'support': 1812}, 'macro avg': {'precision': 0.14905796372657482, 'recall': 0.1579886782871055, 'f1-score': 0.14494694820884546, 'support': 1812}, 'weighted avg': {'precision': 0.15445395265152648, 'recall': 0.17328918322295805, 'f1-score': 0.15558520463430056, 'support': 1812}}
Token level accuracy: 0.5286356484603282
Wrong BIO-Encoding 3825/5421 labels, 70.56%
{'C': {'precision': 0.11202185792349727, 'recall': 0.05297157622739018, 'f1-score': 0.07192982456140351, 'support': 774}, 'P': {'precision': 0.18609406952965235, 'recall': 0.2630057803468208, 'f1-score': 0.2179640718562874, 'support': 1038}, 'micro avg': {'precision': 0.171303873431533, 'recall': 0.17328918322295805, 'f1-score': 0.17229080932784638, 'support': 1812}, 'macro avg': {'precision': 0.14905796372657482, 'recall': 0.1579886782871055, 'f1-score': 0.14494694820884546, 'support': 1812}, 'weighted avg': {'precision': 0.15445395265152648, 'recall': 0.17328918322295805, 'f1-score': 0.15558520463430056, 'support': 1812}}
Token level accuracy: 0.5286356484603282
Wrong BIO-Encoding 237/1833 labels, 12.93%
Test-Data: Prec: 0.197, Rec: 0.173, F1: 0.1843

Scores from epoch with best dev-scores:
  Dev-Score: 0.1167
  Test-Score 0.1455

9.30 sec for evaluation

--------- Epoch 7 -----------
578.53 sec for training (3822.22 total)
-- cmv_modes1 --
{'C': {'precision': 0.13333333333333333, 'recall': 0.3, 'f1-score': 0.18461538461538463, 'support': 20}, 'P': {'precision': 0.058823529411764705, 'recall': 0.02040816326530612, 'f1-score': 0.030303030303030304, 'support': 49}, 'micro avg': {'precision': 0.11290322580645161, 'recall': 0.10144927536231885, 'f1-score': 0.10687022900763359, 'support': 69}, 'macro avg': {'precision': 0.09607843137254901, 'recall': 0.16020408163265307, 'f1-score': 0.10745920745920746, 'support': 69}, 'weighted avg': {'precision': 0.08042057402671213, 'recall': 0.10144927536231885, 'f1-score': 0.07503124894429243, 'support': 69}}
Token level accuracy: 0.4300399771559109
Wrong BIO-Encoding 264/309 labels, 85.44%
{'C': {'precision': 0.13333333333333333, 'recall': 0.3, 'f1-score': 0.18461538461538463, 'support': 20}, 'P': {'precision': 0.058823529411764705, 'recall': 0.02040816326530612, 'f1-score': 0.030303030303030304, 'support': 49}, 'micro avg': {'precision': 0.11290322580645161, 'recall': 0.10144927536231885, 'f1-score': 0.10687022900763359, 'support': 69}, 'macro avg': {'precision': 0.09607843137254901, 'recall': 0.16020408163265307, 'f1-score': 0.10745920745920746, 'support': 69}, 'weighted avg': {'precision': 0.08042057402671213, 'recall': 0.10144927536231885, 'f1-score': 0.07503124894429243, 'support': 69}}
Token level accuracy: 0.4300399771559109
Wrong BIO-Encoding 17/62 labels, 27.42%
Dev-Data: Prec: 0.156, Rec: 0.101, F1: 0.1228
{'C': {'precision': 0.12311722331368696, 'recall': 0.24289405684754523, 'f1-score': 0.1634072142546719, 'support': 774}, 'P': {'precision': 0.15979381443298968, 'recall': 0.05973025048169557, 'f1-score': 0.08695652173913043, 'support': 1038}, 'micro avg': {'precision': 0.13054830287206268, 'recall': 0.13796909492273732, 'f1-score': 0.13415615776764153, 'support': 1812}, 'macro avg': {'precision': 0.14145551887333832, 'recall': 0.1513121536646204, 'f1-score': 0.12518186799690117, 'support': 1812}, 'weighted avg': {'precision': 0.14412732352441335, 'recall': 0.13796909492273732, 'f1-score': 0.11961261225073588, 'support': 1812}}
Token level accuracy: 0.45515846257585973
Wrong BIO-Encoding 3403/5140 labels, 66.21%
{'C': {'precision': 0.12311722331368696, 'recall': 0.24289405684754523, 'f1-score': 0.1634072142546719, 'support': 774}, 'P': {'precision': 0.15979381443298968, 'recall': 0.05973025048169557, 'f1-score': 0.08695652173913043, 'support': 1038}, 'micro avg': {'precision': 0.13054830287206268, 'recall': 0.13796909492273732, 'f1-score': 0.13415615776764153, 'support': 1812}, 'macro avg': {'precision': 0.14145551887333832, 'recall': 0.1513121536646204, 'f1-score': 0.12518186799690117, 'support': 1812}, 'weighted avg': {'precision': 0.14412732352441335, 'recall': 0.13796909492273732, 'f1-score': 0.11961261225073588, 'support': 1812}}
Token level accuracy: 0.45515846257585973
Wrong BIO-Encoding 178/1915 labels, 9.30%
Test-Data: Prec: 0.142, Rec: 0.136, F1: 0.1392

Scores from epoch with best dev-scores:
  Dev-Score: 0.1228
  Test-Score 0.1392

10.97 sec for evaluation

--------- Epoch 8 -----------
540.18 sec for training (4362.39 total)
-- cmv_modes1 --
{'C': {'precision': 0.1111111111111111, 'recall': 0.05, 'f1-score': 0.06896551724137932, 'support': 20}, 'P': {'precision': 0.058823529411764705, 'recall': 0.04081632653061224, 'f1-score': 0.048192771084337345, 'support': 49}, 'micro avg': {'precision': 0.06976744186046512, 'recall': 0.043478260869565216, 'f1-score': 0.05357142857142857, 'support': 69}, 'macro avg': {'precision': 0.08496732026143791, 'recall': 0.045408163265306126, 'f1-score': 0.05857914416285834, 'support': 69}, 'weighted avg': {'precision': 0.07397935019418395, 'recall': 0.043478260869565216, 'f1-score': 0.05421385692695821, 'support': 69}}
Token level accuracy: 0.6145059965733867
Wrong BIO-Encoding 144/176 labels, 81.82%
{'C': {'precision': 0.1111111111111111, 'recall': 0.05, 'f1-score': 0.06896551724137932, 'support': 20}, 'P': {'precision': 0.058823529411764705, 'recall': 0.04081632653061224, 'f1-score': 0.048192771084337345, 'support': 49}, 'micro avg': {'precision': 0.06976744186046512, 'recall': 0.043478260869565216, 'f1-score': 0.05357142857142857, 'support': 69}, 'macro avg': {'precision': 0.08496732026143791, 'recall': 0.045408163265306126, 'f1-score': 0.05857914416285834, 'support': 69}, 'weighted avg': {'precision': 0.07397935019418395, 'recall': 0.043478260869565216, 'f1-score': 0.05421385692695821, 'support': 69}}
Token level accuracy: 0.6145059965733867
Wrong BIO-Encoding 11/43 labels, 25.58%
Dev-Data: Prec: 0.094, Rec: 0.043, F1: 0.0594
{'C': {'precision': 0.15736040609137056, 'recall': 0.16020671834625322, 'f1-score': 0.1587708066581306, 'support': 774}, 'P': {'precision': 0.16265750286368844, 'recall': 0.13680154142581888, 'f1-score': 0.1486132914704343, 'support': 1038}, 'micro avg': {'precision': 0.16014449127031907, 'recall': 0.1467991169977925, 'f1-score': 0.15318168730204434, 'support': 1812}, 'macro avg': {'precision': 0.1600089544775295, 'recall': 0.14850412988603606, 'f1-score': 0.15369204906428247, 'support': 1812}, 'weighted avg': {'precision': 0.16039483569935398, 'recall': 0.1467991169977925, 'f1-score': 0.15295209762676815, 'support': 1812}}
Token level accuracy: 0.5728703079343673
Wrong BIO-Encoding 4665/6075 labels, 76.79%
{'C': {'precision': 0.15736040609137056, 'recall': 0.16020671834625322, 'f1-score': 0.1587708066581306, 'support': 774}, 'P': {'precision': 0.16265750286368844, 'recall': 0.13680154142581888, 'f1-score': 0.1486132914704343, 'support': 1038}, 'micro avg': {'precision': 0.16014449127031907, 'recall': 0.1467991169977925, 'f1-score': 0.15318168730204434, 'support': 1812}, 'macro avg': {'precision': 0.1600089544775295, 'recall': 0.14850412988603606, 'f1-score': 0.15369204906428247, 'support': 1812}, 'weighted avg': {'precision': 0.16039483569935398, 'recall': 0.1467991169977925, 'f1-score': 0.15295209762676815, 'support': 1812}}
Token level accuracy: 0.5728703079343673
Wrong BIO-Encoding 251/1661 labels, 15.11%
Test-Data: Prec: 0.189, Rec: 0.147, F1: 0.1651

Scores from epoch with best dev-scores:
  Dev-Score: 0.1228
  Test-Score 0.1392

10.04 sec for evaluation

--------- Epoch 9 -----------
549.07 sec for training (4911.46 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 20}, 'P': {'precision': 0.16666666666666666, 'recall': 0.02040816326530612, 'f1-score': 0.03636363636363636, 'support': 49}, 'micro avg': {'precision': 0.038461538461538464, 'recall': 0.014492753623188406, 'f1-score': 0.021052631578947368, 'support': 69}, 'macro avg': {'precision': 0.08333333333333333, 'recall': 0.01020408163265306, 'f1-score': 0.01818181818181818, 'support': 69}, 'weighted avg': {'precision': 0.11835748792270531, 'recall': 0.014492753623188404, 'f1-score': 0.02582345191040843, 'support': 69}}
Token level accuracy: 0.298686464877213
Wrong BIO-Encoding 148/167 labels, 88.62%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 20}, 'P': {'precision': 0.16666666666666666, 'recall': 0.02040816326530612, 'f1-score': 0.03636363636363636, 'support': 49}, 'micro avg': {'precision': 0.038461538461538464, 'recall': 0.014492753623188406, 'f1-score': 0.021052631578947368, 'support': 69}, 'macro avg': {'precision': 0.08333333333333333, 'recall': 0.01020408163265306, 'f1-score': 0.01818181818181818, 'support': 69}, 'weighted avg': {'precision': 0.11835748792270531, 'recall': 0.014492753623188404, 'f1-score': 0.02582345191040843, 'support': 69}}
Token level accuracy: 0.298686464877213
Wrong BIO-Encoding 7/26 labels, 26.92%
Dev-Data: Prec: 0.053, Rec: 0.014, F1: 0.0227
{'C': {'precision': 0.1251372118551043, 'recall': 0.14728682170542637, 'f1-score': 0.13531157270029673, 'support': 774}, 'P': {'precision': 0.14782608695652175, 'recall': 0.06551059730250482, 'f1-score': 0.09078771695594126, 'support': 1038}, 'micro avg': {'precision': 0.13274981765134938, 'recall': 0.10044150110375276, 'f1-score': 0.11435752434809927, 'support': 1812}, 'macro avg': {'precision': 0.13648164940581303, 'recall': 0.1063987095039656, 'f1-score': 0.113049644828119, 'support': 1812}, 'weighted avg': {'precision': 0.13813448136684342, 'recall': 0.10044150110375276, 'f1-score': 0.10980618513813284, 'support': 1812}}
Token level accuracy: 0.4813890761968982
Wrong BIO-Encoding 3909/5091 labels, 76.78%
{'C': {'precision': 0.1251372118551043, 'recall': 0.14728682170542637, 'f1-score': 0.13531157270029673, 'support': 774}, 'P': {'precision': 0.14782608695652175, 'recall': 0.06551059730250482, 'f1-score': 0.09078771695594126, 'support': 1038}, 'micro avg': {'precision': 0.13274981765134938, 'recall': 0.10044150110375276, 'f1-score': 0.11435752434809927, 'support': 1812}, 'macro avg': {'precision': 0.13648164940581303, 'recall': 0.1063987095039656, 'f1-score': 0.113049644828119, 'support': 1812}, 'weighted avg': {'precision': 0.13813448136684342, 'recall': 0.10044150110375276, 'f1-score': 0.10980618513813284, 'support': 1812}}
Token level accuracy: 0.4813890761968982
Wrong BIO-Encoding 189/1371 labels, 13.79%
Test-Data: Prec: 0.154, Rec: 0.100, F1: 0.1216

Scores from epoch with best dev-scores:
  Dev-Score: 0.1228
  Test-Score 0.1392

9.46 sec for evaluation

--------- Epoch 10 -----------
531.34 sec for training (5442.80 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 20}, 'P': {'precision': 0.08823529411764706, 'recall': 0.061224489795918366, 'f1-score': 0.07228915662650602, 'support': 49}, 'micro avg': {'precision': 0.08333333333333333, 'recall': 0.043478260869565216, 'f1-score': 0.057142857142857134, 'support': 69}, 'macro avg': {'precision': 0.04411764705882353, 'recall': 0.030612244897959183, 'f1-score': 0.03614457831325301, 'support': 69}, 'weighted avg': {'precision': 0.06265984654731459, 'recall': 0.043478260869565216, 'f1-score': 0.05133577789418543, 'support': 69}}
Token level accuracy: 0.575671045117076
Wrong BIO-Encoding 205/231 labels, 88.74%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 20}, 'P': {'precision': 0.08823529411764706, 'recall': 0.061224489795918366, 'f1-score': 0.07228915662650602, 'support': 49}, 'micro avg': {'precision': 0.08333333333333333, 'recall': 0.043478260869565216, 'f1-score': 0.057142857142857134, 'support': 69}, 'macro avg': {'precision': 0.04411764705882353, 'recall': 0.030612244897959183, 'f1-score': 0.03614457831325301, 'support': 69}, 'weighted avg': {'precision': 0.06265984654731459, 'recall': 0.043478260869565216, 'f1-score': 0.05133577789418543, 'support': 69}}
Token level accuracy: 0.575671045117076
Wrong BIO-Encoding 10/36 labels, 27.78%
Dev-Data: Prec: 0.115, Rec: 0.043, F1: 0.0632
{'C': {'precision': 0.17105263157894737, 'recall': 0.10077519379844961, 'f1-score': 0.12682926829268293, 'support': 774}, 'P': {'precision': 0.1887905604719764, 'recall': 0.18497109826589594, 'f1-score': 0.1868613138686131, 'support': 1038}, 'micro avg': {'precision': 0.18329938900203666, 'recall': 0.1490066225165563, 'f1-score': 0.1643835616438356, 'support': 1812}, 'macro avg': {'precision': 0.17992159602546187, 'recall': 0.14287314603217277, 'f1-score': 0.156845291080648, 'support': 1812}, 'weighted avg': {'precision': 0.18121376303091433, 'recall': 0.1490066225165563, 'f1-score': 0.16121848645372902, 'support': 1812}}
Token level accuracy: 0.5746909417846707
Wrong BIO-Encoding 3382/4675 labels, 72.34%
{'C': {'precision': 0.17105263157894737, 'recall': 0.10077519379844961, 'f1-score': 0.12682926829268293, 'support': 774}, 'P': {'precision': 0.1887905604719764, 'recall': 0.18497109826589594, 'f1-score': 0.1868613138686131, 'support': 1038}, 'micro avg': {'precision': 0.18329938900203666, 'recall': 0.1490066225165563, 'f1-score': 0.1643835616438356, 'support': 1812}, 'macro avg': {'precision': 0.17992159602546187, 'recall': 0.14287314603217277, 'f1-score': 0.156845291080648, 'support': 1812}, 'weighted avg': {'precision': 0.18121376303091433, 'recall': 0.1490066225165563, 'f1-score': 0.16121848645372902, 'support': 1812}}
Token level accuracy: 0.5746909417846707
Wrong BIO-Encoding 180/1473 labels, 12.22%
Test-Data: Prec: 0.205, Rec: 0.146, F1: 0.1707

Scores from epoch with best dev-scores:
  Dev-Score: 0.1228
  Test-Score 0.1392

9.50 sec for evaluation

--------- Epoch 11 -----------
544.41 sec for training (5987.21 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 20}, 'P': {'precision': 0.14285714285714285, 'recall': 0.10204081632653061, 'f1-score': 0.11904761904761904, 'support': 49}, 'micro avg': {'precision': 0.1388888888888889, 'recall': 0.07246376811594203, 'f1-score': 0.09523809523809525, 'support': 69}, 'macro avg': {'precision': 0.07142857142857142, 'recall': 0.05102040816326531, 'f1-score': 0.05952380952380952, 'support': 69}, 'weighted avg': {'precision': 0.10144927536231885, 'recall': 0.07246376811594203, 'f1-score': 0.08454106280193237, 'support': 69}}
Token level accuracy: 0.5511136493432325
Wrong BIO-Encoding 36/67 labels, 53.73%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 20}, 'P': {'precision': 0.14285714285714285, 'recall': 0.10204081632653061, 'f1-score': 0.11904761904761904, 'support': 49}, 'micro avg': {'precision': 0.1388888888888889, 'recall': 0.07246376811594203, 'f1-score': 0.09523809523809525, 'support': 69}, 'macro avg': {'precision': 0.07142857142857142, 'recall': 0.05102040816326531, 'f1-score': 0.05952380952380952, 'support': 69}, 'weighted avg': {'precision': 0.10144927536231885, 'recall': 0.07246376811594203, 'f1-score': 0.08454106280193237, 'support': 69}}
Token level accuracy: 0.5511136493432325
Wrong BIO-Encoding 5/36 labels, 13.89%
Dev-Data: Prec: 0.161, Rec: 0.072, F1: 0.1000
{'C': {'precision': 0.2018140589569161, 'recall': 0.11498708010335917, 'f1-score': 0.1465020576131687, 'support': 774}, 'P': {'precision': 0.1950207468879668, 'recall': 0.1811175337186898, 'f1-score': 0.18781218781218784, 'support': 1038}, 'micro avg': {'precision': 0.19715302491103204, 'recall': 0.15286975717439294, 'f1-score': 0.1722101336649052, 'support': 1812}, 'macro avg': {'precision': 0.19841740292244145, 'recall': 0.1480523069110245, 'f1-score': 0.16715712271267827, 'support': 1812}, 'weighted avg': {'precision': 0.19792252588430606, 'recall': 0.15286975717439294, 'f1-score': 0.1701664699457194, 'support': 1812}}
Token level accuracy: 0.5829624634749382
Wrong BIO-Encoding 1946/3243 labels, 60.01%
{'C': {'precision': 0.2018140589569161, 'recall': 0.11498708010335917, 'f1-score': 0.1465020576131687, 'support': 774}, 'P': {'precision': 0.1950207468879668, 'recall': 0.1811175337186898, 'f1-score': 0.18781218781218784, 'support': 1038}, 'micro avg': {'precision': 0.19715302491103204, 'recall': 0.15286975717439294, 'f1-score': 0.1722101336649052, 'support': 1812}, 'macro avg': {'precision': 0.19841740292244145, 'recall': 0.1480523069110245, 'f1-score': 0.16715712271267827, 'support': 1812}, 'weighted avg': {'precision': 0.19792252588430606, 'recall': 0.15286975717439294, 'f1-score': 0.1701664699457194, 'support': 1812}}
Token level accuracy: 0.5829624634749382
Wrong BIO-Encoding 108/1405 labels, 7.69%
Test-Data: Prec: 0.213, Rec: 0.152, F1: 0.1775

Scores from epoch with best dev-scores:
  Dev-Score: 0.1228
  Test-Score 0.1392

9.52 sec for evaluation

--------- Epoch 12 -----------
619.69 sec for training (6606.90 total)
-- cmv_modes1 --
{'C': {'precision': 0.25, 'recall': 0.05, 'f1-score': 0.08333333333333334, 'support': 20}, 'P': {'precision': 0.14705882352941177, 'recall': 0.10204081632653061, 'f1-score': 0.12048192771084339, 'support': 49}, 'micro avg': {'precision': 0.15789473684210525, 'recall': 0.08695652173913043, 'f1-score': 0.11214953271028037, 'support': 69}, 'macro avg': {'precision': 0.1985294117647059, 'recall': 0.0760204081632653, 'f1-score': 0.10190763052208837, 'support': 69}, 'weighted avg': {'precision': 0.1768968456947997, 'recall': 0.08695652173913043, 'f1-score': 0.10971421919562309, 'support': 69}}
Token level accuracy: 0.7658480868075386
Wrong BIO-Encoding 35/71 labels, 49.30%
{'C': {'precision': 0.25, 'recall': 0.05, 'f1-score': 0.08333333333333334, 'support': 20}, 'P': {'precision': 0.14705882352941177, 'recall': 0.10204081632653061, 'f1-score': 0.12048192771084339, 'support': 49}, 'micro avg': {'precision': 0.15789473684210525, 'recall': 0.08695652173913043, 'f1-score': 0.11214953271028037, 'support': 69}, 'macro avg': {'precision': 0.1985294117647059, 'recall': 0.0760204081632653, 'f1-score': 0.10190763052208837, 'support': 69}, 'weighted avg': {'precision': 0.1768968456947997, 'recall': 0.08695652173913043, 'f1-score': 0.10971421919562309, 'support': 69}}
Token level accuracy: 0.7658480868075386
Wrong BIO-Encoding 2/38 labels, 5.26%
Dev-Data: Prec: 0.167, Rec: 0.087, F1: 0.1143
{'C': {'precision': 0.17802197802197803, 'recall': 0.10465116279069768, 'f1-score': 0.1318144833197722, 'support': 774}, 'P': {'precision': 0.2197508896797153, 'recall': 0.23795761078998073, 'f1-score': 0.2284921369102683, 'support': 1038}, 'micro avg': {'precision': 0.207726409119696, 'recall': 0.18101545253863136, 'f1-score': 0.19345325862577412, 'support': 1812}, 'macro avg': {'precision': 0.19888643385084664, 'recall': 0.1713043867903392, 'f1-score': 0.18015331011502023, 'support': 1812}, 'weighted avg': {'precision': 0.2019262883424699, 'recall': 0.18101545253863136, 'f1-score': 0.18719605309181134, 'support': 1812}}
Token level accuracy: 0.5788716565520342
Wrong BIO-Encoding 2854/4302 labels, 66.34%
{'C': {'precision': 0.17802197802197803, 'recall': 0.10465116279069768, 'f1-score': 0.1318144833197722, 'support': 774}, 'P': {'precision': 0.2197508896797153, 'recall': 0.23795761078998073, 'f1-score': 0.2284921369102683, 'support': 1038}, 'micro avg': {'precision': 0.207726409119696, 'recall': 0.18101545253863136, 'f1-score': 0.19345325862577412, 'support': 1812}, 'macro avg': {'precision': 0.19888643385084664, 'recall': 0.1713043867903392, 'f1-score': 0.18015331011502023, 'support': 1812}, 'weighted avg': {'precision': 0.2019262883424699, 'recall': 0.18101545253863136, 'f1-score': 0.18719605309181134, 'support': 1812}}
Token level accuracy: 0.5788716565520342
Wrong BIO-Encoding 131/1579 labels, 8.30%
Test-Data: Prec: 0.227, Rec: 0.181, F1: 0.2012

Scores from epoch with best dev-scores:
  Dev-Score: 0.1228
  Test-Score 0.1392

9.52 sec for evaluation

--------- Epoch 13 -----------
547.01 sec for training (7153.91 total)
-- cmv_modes1 --
{'C': {'precision': 0.25, 'recall': 0.05, 'f1-score': 0.08333333333333334, 'support': 20}, 'P': {'precision': 0.24242424242424243, 'recall': 0.16326530612244897, 'f1-score': 0.1951219512195122, 'support': 49}, 'micro avg': {'precision': 0.24324324324324326, 'recall': 0.13043478260869565, 'f1-score': 0.16981132075471697, 'support': 69}, 'macro avg': {'precision': 0.24621212121212122, 'recall': 0.10663265306122449, 'f1-score': 0.13922764227642276, 'support': 69}, 'weighted avg': {'precision': 0.24462011418533158, 'recall': 0.13043478260869565, 'f1-score': 0.16271945328148932, 'support': 69}}
Token level accuracy: 0.7669902912621359
Wrong BIO-Encoding 15/51 labels, 29.41%
{'C': {'precision': 0.25, 'recall': 0.05, 'f1-score': 0.08333333333333334, 'support': 20}, 'P': {'precision': 0.24242424242424243, 'recall': 0.16326530612244897, 'f1-score': 0.1951219512195122, 'support': 49}, 'micro avg': {'precision': 0.24324324324324326, 'recall': 0.13043478260869565, 'f1-score': 0.16981132075471697, 'support': 69}, 'macro avg': {'precision': 0.24621212121212122, 'recall': 0.10663265306122449, 'f1-score': 0.13922764227642276, 'support': 69}, 'weighted avg': {'precision': 0.24462011418533158, 'recall': 0.13043478260869565, 'f1-score': 0.16271945328148932, 'support': 69}}
Token level accuracy: 0.7669902912621359
Wrong BIO-Encoding 1/37 labels, 2.70%
Dev-Data: Prec: 0.250, Rec: 0.130, F1: 0.1714
{'C': {'precision': 0.2, 'recall': 0.13953488372093023, 'f1-score': 0.16438356164383564, 'support': 774}, 'P': {'precision': 0.2438423645320197, 'recall': 0.2861271676300578, 'f1-score': 0.2632978723404255, 'support': 1038}, 'micro avg': {'precision': 0.23037542662116042, 'recall': 0.22350993377483444, 'f1-score': 0.226890756302521, 'support': 1812}, 'macro avg': {'precision': 0.22192118226600988, 'recall': 0.212831025675494, 'f1-score': 0.2138407169921306, 'support': 1812}, 'weighted avg': {'precision': 0.22511499690079276, 'recall': 0.22350993377483444, 'f1-score': 0.22104639525479605, 'support': 1812}}
Token level accuracy: 0.601258709822432
Wrong BIO-Encoding 1262/2959 labels, 42.65%
{'C': {'precision': 0.2, 'recall': 0.13953488372093023, 'f1-score': 0.16438356164383564, 'support': 774}, 'P': {'precision': 0.2438423645320197, 'recall': 0.2861271676300578, 'f1-score': 0.2632978723404255, 'support': 1038}, 'micro avg': {'precision': 0.23037542662116042, 'recall': 0.22350993377483444, 'f1-score': 0.226890756302521, 'support': 1812}, 'macro avg': {'precision': 0.22192118226600988, 'recall': 0.212831025675494, 'f1-score': 0.2138407169921306, 'support': 1812}, 'weighted avg': {'precision': 0.22511499690079276, 'recall': 0.22350993377483444, 'f1-score': 0.22104639525479605, 'support': 1812}}
Token level accuracy: 0.601258709822432
Wrong BIO-Encoding 61/1758 labels, 3.47%
Test-Data: Prec: 0.236, Rec: 0.221, F1: 0.2280

Scores from epoch with best dev-scores:
  Dev-Score: 0.1714
  Test-Score 0.2280

10.41 sec for evaluation

--------- Epoch 14 -----------
530.70 sec for training (7684.61 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 20}, 'P': {'precision': 0.18181818181818182, 'recall': 0.12244897959183673, 'f1-score': 0.14634146341463417, 'support': 49}, 'micro avg': {'precision': 0.15789473684210525, 'recall': 0.08695652173913043, 'f1-score': 0.11214953271028037, 'support': 69}, 'macro avg': {'precision': 0.09090909090909091, 'recall': 0.061224489795918366, 'f1-score': 0.07317073170731708, 'support': 69}, 'weighted avg': {'precision': 0.12911725955204217, 'recall': 0.08695652173913043, 'f1-score': 0.1039236479321315, 'support': 69}}
Token level accuracy: 0.5625356938892062
Wrong BIO-Encoding 46/82 labels, 56.10%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 20}, 'P': {'precision': 0.18181818181818182, 'recall': 0.12244897959183673, 'f1-score': 0.14634146341463417, 'support': 49}, 'micro avg': {'precision': 0.15789473684210525, 'recall': 0.08695652173913043, 'f1-score': 0.11214953271028037, 'support': 69}, 'macro avg': {'precision': 0.09090909090909091, 'recall': 0.061224489795918366, 'f1-score': 0.07317073170731708, 'support': 69}, 'weighted avg': {'precision': 0.12911725955204217, 'recall': 0.08695652173913043, 'f1-score': 0.1039236479321315, 'support': 69}}
Token level accuracy: 0.5625356938892062
Wrong BIO-Encoding 2/38 labels, 5.26%
Dev-Data: Prec: 0.167, Rec: 0.087, F1: 0.1143
{'C': {'precision': 0.17223198594024605, 'recall': 0.12661498708010335, 'f1-score': 0.14594192107222637, 'support': 774}, 'P': {'precision': 0.18219461697722567, 'recall': 0.16955684007707128, 'f1-score': 0.17564870259481036, 'support': 1038}, 'micro avg': {'precision': 0.17850162866449512, 'recall': 0.15121412803532008, 'f1-score': 0.1637287122796534, 'support': 1812}, 'macro avg': {'precision': 0.17721330145873587, 'recall': 0.1480859135785873, 'f1-score': 0.16079531183351836, 'support': 1812}, 'weighted avg': {'precision': 0.1779390560375887, 'recall': 0.15121412803532008, 'f1-score': 0.16295938201066024, 'support': 1812}}
Token level accuracy: 0.5742414025623735
Wrong BIO-Encoding 1139/2618 labels, 43.51%
{'C': {'precision': 0.17223198594024605, 'recall': 0.12661498708010335, 'f1-score': 0.14594192107222637, 'support': 774}, 'P': {'precision': 0.18219461697722567, 'recall': 0.16955684007707128, 'f1-score': 0.17564870259481036, 'support': 1038}, 'micro avg': {'precision': 0.17850162866449512, 'recall': 0.15121412803532008, 'f1-score': 0.1637287122796534, 'support': 1812}, 'macro avg': {'precision': 0.17721330145873587, 'recall': 0.1480859135785873, 'f1-score': 0.16079531183351836, 'support': 1812}, 'weighted avg': {'precision': 0.1779390560375887, 'recall': 0.15121412803532008, 'f1-score': 0.16295938201066024, 'support': 1812}}
Token level accuracy: 0.5742414025623735
Wrong BIO-Encoding 56/1535 labels, 3.65%
Test-Data: Prec: 0.185, Rec: 0.151, F1: 0.1665

Scores from epoch with best dev-scores:
  Dev-Score: 0.1714
  Test-Score 0.2280

9.59 sec for evaluation

--------- Epoch 15 -----------
554.83 sec for training (8239.45 total)
-- cmv_modes1 --
{'C': {'precision': 0.4, 'recall': 0.1, 'f1-score': 0.16000000000000003, 'support': 20}, 'P': {'precision': 0.13157894736842105, 'recall': 0.10204081632653061, 'f1-score': 0.11494252873563218, 'support': 49}, 'micro avg': {'precision': 0.16279069767441862, 'recall': 0.10144927536231885, 'f1-score': 0.125, 'support': 69}, 'macro avg': {'precision': 0.2657894736842105, 'recall': 0.10102040816326531, 'f1-score': 0.1374712643678161, 'support': 69}, 'weighted avg': {'precision': 0.20938215102974828, 'recall': 0.10144927536231885, 'f1-score': 0.12800266533399968, 'support': 69}}
Token level accuracy: 0.7195888063963449
{'C': {'precision': 0.4, 'recall': 0.1, 'f1-score': 0.16000000000000003, 'support': 20}, 'P': {'precision': 0.13157894736842105, 'recall': 0.10204081632653061, 'f1-score': 0.11494252873563218, 'support': 49}, 'micro avg': {'precision': 0.16279069767441862, 'recall': 0.10144927536231885, 'f1-score': 0.125, 'support': 69}, 'macro avg': {'precision': 0.2657894736842105, 'recall': 0.10102040816326531, 'f1-score': 0.1374712643678161, 'support': 69}, 'weighted avg': {'precision': 0.20938215102974828, 'recall': 0.10144927536231885, 'f1-score': 0.12800266533399968, 'support': 69}}
Token level accuracy: 0.7195888063963449
Dev-Data: Prec: 0.163, Rec: 0.101, F1: 0.1250
{'C': {'precision': 0.2192846034214619, 'recall': 0.1821705426356589, 'f1-score': 0.19901199717713478, 'support': 774}, 'P': {'precision': 0.22698268003646307, 'recall': 0.2398843930635838, 'f1-score': 0.2332552693208431, 'support': 1038}, 'micro avg': {'precision': 0.22413793103448276, 'recall': 0.2152317880794702, 'f1-score': 0.21959459459459457, 'support': 1812}, 'macro avg': {'precision': 0.2231336417289625, 'recall': 0.21102746784962134, 'f1-score': 0.21613363324898893, 'support': 1812}, 'weighted avg': {'precision': 0.2236944287671414, 'recall': 0.2152317880794702, 'f1-score': 0.21862817625283523, 'support': 1812}}
Token level accuracy: 0.5760845133737919
Wrong BIO-Encoding 2052/3689 labels, 55.62%
{'C': {'precision': 0.2192846034214619, 'recall': 0.1821705426356589, 'f1-score': 0.19901199717713478, 'support': 774}, 'P': {'precision': 0.22698268003646307, 'recall': 0.2398843930635838, 'f1-score': 0.2332552693208431, 'support': 1038}, 'micro avg': {'precision': 0.22413793103448276, 'recall': 0.2152317880794702, 'f1-score': 0.21959459459459457, 'support': 1812}, 'macro avg': {'precision': 0.2231336417289625, 'recall': 0.21102746784962134, 'f1-score': 0.21613363324898893, 'support': 1812}, 'weighted avg': {'precision': 0.2236944287671414, 'recall': 0.2152317880794702, 'f1-score': 0.21862817625283523, 'support': 1812}}
Token level accuracy: 0.5760845133737919
Wrong BIO-Encoding 103/1740 labels, 5.92%
Test-Data: Prec: 0.232, Rec: 0.210, F1: 0.2204

Scores from epoch with best dev-scores:
  Dev-Score: 0.1714
  Test-Score 0.2280

10.10 sec for evaluation

--------- Epoch 16 -----------
582.09 sec for training (8821.54 total)
-- cmv_modes1 --
{'C': {'precision': 0.3333333333333333, 'recall': 0.1, 'f1-score': 0.15384615384615383, 'support': 20}, 'P': {'precision': 0.16216216216216217, 'recall': 0.12244897959183673, 'f1-score': 0.1395348837209302, 'support': 49}, 'micro avg': {'precision': 0.18604651162790697, 'recall': 0.11594202898550725, 'f1-score': 0.14285714285714285, 'support': 69}, 'macro avg': {'precision': 0.24774774774774774, 'recall': 0.11122448979591837, 'f1-score': 0.146690518783542, 'support': 69}, 'weighted avg': {'precision': 0.21177699438569003, 'recall': 0.11594202898550725, 'f1-score': 0.14368307796012544, 'support': 69}}
Token level accuracy: 0.7709880068532268
Wrong BIO-Encoding 24/66 labels, 36.36%
{'C': {'precision': 0.3333333333333333, 'recall': 0.1, 'f1-score': 0.15384615384615383, 'support': 20}, 'P': {'precision': 0.16216216216216217, 'recall': 0.12244897959183673, 'f1-score': 0.1395348837209302, 'support': 49}, 'micro avg': {'precision': 0.18604651162790697, 'recall': 0.11594202898550725, 'f1-score': 0.14285714285714285, 'support': 69}, 'macro avg': {'precision': 0.24774774774774774, 'recall': 0.11122448979591837, 'f1-score': 0.146690518783542, 'support': 69}, 'weighted avg': {'precision': 0.21177699438569003, 'recall': 0.11594202898550725, 'f1-score': 0.14368307796012544, 'support': 69}}
Token level accuracy: 0.7709880068532268
Wrong BIO-Encoding 1/43 labels, 2.33%
Dev-Data: Prec: 0.190, Rec: 0.116, F1: 0.1441
{'C': {'precision': 0.20540540540540542, 'recall': 0.14728682170542637, 'f1-score': 0.17155756207674944, 'support': 774}, 'P': {'precision': 0.22897196261682243, 'recall': 0.2832369942196532, 'f1-score': 0.25322997416020676, 'support': 1038}, 'micro avg': {'precision': 0.22185970636215335, 'recall': 0.2251655629139073, 'f1-score': 0.22350041084634345, 'support': 1812}, 'macro avg': {'precision': 0.2171886840111139, 'recall': 0.2152619079625398, 'f1-score': 0.2123937681184781, 'support': 1812}, 'weighted avg': {'precision': 0.21890545307949533, 'recall': 0.2251655629139073, 'f1-score': 0.21834341403184251, 'support': 1812}}
Token level accuracy: 0.5722184760620365
Wrong BIO-Encoding 1143/2919 labels, 39.16%
{'C': {'precision': 0.20540540540540542, 'recall': 0.14728682170542637, 'f1-score': 0.17155756207674944, 'support': 774}, 'P': {'precision': 0.22897196261682243, 'recall': 0.2832369942196532, 'f1-score': 0.25322997416020676, 'support': 1038}, 'micro avg': {'precision': 0.22185970636215335, 'recall': 0.2251655629139073, 'f1-score': 0.22350041084634345, 'support': 1812}, 'macro avg': {'precision': 0.2171886840111139, 'recall': 0.2152619079625398, 'f1-score': 0.2123937681184781, 'support': 1812}, 'weighted avg': {'precision': 0.21890545307949533, 'recall': 0.2251655629139073, 'f1-score': 0.21834341403184251, 'support': 1812}}
Token level accuracy: 0.5722184760620365
Wrong BIO-Encoding 63/1839 labels, 3.43%
Test-Data: Prec: 0.226, Rec: 0.222, F1: 0.2241

Scores from epoch with best dev-scores:
  Dev-Score: 0.1714
  Test-Score 0.2280

9.47 sec for evaluation

--------- Epoch 17 -----------
540.18 sec for training (9361.71 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 20}, 'P': {'precision': 0.19047619047619047, 'recall': 0.08163265306122448, 'f1-score': 0.11428571428571428, 'support': 49}, 'micro avg': {'precision': 0.18181818181818182, 'recall': 0.057971014492753624, 'f1-score': 0.0879120879120879, 'support': 69}, 'macro avg': {'precision': 0.09523809523809523, 'recall': 0.04081632653061224, 'f1-score': 0.05714285714285714, 'support': 69}, 'weighted avg': {'precision': 0.13526570048309178, 'recall': 0.05797101449275362, 'f1-score': 0.08115942028985507, 'support': 69}}
Token level accuracy: 0.3746430611079383
Wrong BIO-Encoding 29/49 labels, 59.18%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 20}, 'P': {'precision': 0.19047619047619047, 'recall': 0.08163265306122448, 'f1-score': 0.11428571428571428, 'support': 49}, 'micro avg': {'precision': 0.18181818181818182, 'recall': 0.057971014492753624, 'f1-score': 0.0879120879120879, 'support': 69}, 'macro avg': {'precision': 0.09523809523809523, 'recall': 0.04081632653061224, 'f1-score': 0.05714285714285714, 'support': 69}, 'weighted avg': {'precision': 0.13526570048309178, 'recall': 0.05797101449275362, 'f1-score': 0.08115942028985507, 'support': 69}}
Token level accuracy: 0.3746430611079383
Wrong BIO-Encoding 2/22 labels, 9.09%
Dev-Data: Prec: 0.200, Rec: 0.058, F1: 0.0899
{'C': {'precision': 0.1830065359477124, 'recall': 0.07235142118863049, 'f1-score': 0.10370370370370369, 'support': 774}, 'P': {'precision': 0.17436661698956782, 'recall': 0.11271676300578035, 'f1-score': 0.1369221767115272, 'support': 1038}, 'micro avg': {'precision': 0.17707267144319344, 'recall': 0.09547461368653422, 'f1-score': 0.12405880243814989, 'support': 1812}, 'macro avg': {'precision': 0.1786865764686401, 'recall': 0.09253409209720542, 'f1-score': 0.12031294020761545, 'support': 1812}, 'weighted avg': {'precision': 0.1780571783988415, 'recall': 0.09547461368653422, 'f1-score': 0.12273282896977478, 'support': 1812}}
Token level accuracy: 0.45873229939312204
Wrong BIO-Encoding 476/1423 labels, 33.45%
{'C': {'precision': 0.1830065359477124, 'recall': 0.07235142118863049, 'f1-score': 0.10370370370370369, 'support': 774}, 'P': {'precision': 0.17436661698956782, 'recall': 0.11271676300578035, 'f1-score': 0.1369221767115272, 'support': 1038}, 'micro avg': {'precision': 0.17707267144319344, 'recall': 0.09547461368653422, 'f1-score': 0.12405880243814989, 'support': 1812}, 'macro avg': {'precision': 0.1786865764686401, 'recall': 0.09253409209720542, 'f1-score': 0.12031294020761545, 'support': 1812}, 'weighted avg': {'precision': 0.1780571783988415, 'recall': 0.09547461368653422, 'f1-score': 0.12273282896977478, 'support': 1812}}
Token level accuracy: 0.45873229939312204
Wrong BIO-Encoding 30/977 labels, 3.07%
Test-Data: Prec: 0.183, Rec: 0.095, F1: 0.1254

Scores from epoch with best dev-scores:
  Dev-Score: 0.1714
  Test-Score 0.2280

9.72 sec for evaluation

--------- Epoch 18 -----------
611.54 sec for training (9973.25 total)
-- cmv_modes1 --
{'C': {'precision': 0.2, 'recall': 0.15, 'f1-score': 0.17142857142857143, 'support': 20}, 'P': {'precision': 0.1, 'recall': 0.061224489795918366, 'f1-score': 0.07594936708860761, 'support': 49}, 'micro avg': {'precision': 0.13333333333333333, 'recall': 0.08695652173913043, 'f1-score': 0.10526315789473685, 'support': 69}, 'macro avg': {'precision': 0.15000000000000002, 'recall': 0.10561224489795917, 'f1-score': 0.12368896925858952, 'support': 69}, 'weighted avg': {'precision': 0.1289855072463768, 'recall': 0.08695652173913043, 'f1-score': 0.10362449878135074, 'support': 69}}
Token level accuracy: 0.7824100513992005
Wrong BIO-Encoding 32/75 labels, 42.67%
{'C': {'precision': 0.2, 'recall': 0.15, 'f1-score': 0.17142857142857143, 'support': 20}, 'P': {'precision': 0.1, 'recall': 0.061224489795918366, 'f1-score': 0.07594936708860761, 'support': 49}, 'micro avg': {'precision': 0.13333333333333333, 'recall': 0.08695652173913043, 'f1-score': 0.10526315789473685, 'support': 69}, 'macro avg': {'precision': 0.15000000000000002, 'recall': 0.10561224489795917, 'f1-score': 0.12368896925858952, 'support': 69}, 'weighted avg': {'precision': 0.1289855072463768, 'recall': 0.08695652173913043, 'f1-score': 0.10362449878135074, 'support': 69}}
Token level accuracy: 0.7824100513992005
Wrong BIO-Encoding 2/45 labels, 4.44%
Dev-Data: Prec: 0.140, Rec: 0.087, F1: 0.1071
{'C': {'precision': 0.18004587155963303, 'recall': 0.20284237726098192, 'f1-score': 0.19076549210206561, 'support': 774}, 'P': {'precision': 0.24282560706401765, 'recall': 0.2119460500963391, 'f1-score': 0.22633744855967078, 'support': 1038}, 'micro avg': {'precision': 0.21203599550056243, 'recall': 0.20805739514348787, 'f1-score': 0.21002785515320338, 'support': 1812}, 'macro avg': {'precision': 0.21143573931182535, 'recall': 0.2073942136786605, 'f1-score': 0.20855147033086818, 'support': 1812}, 'weighted avg': {'precision': 0.21600909752737654, 'recall': 0.20805739514348787, 'f1-score': 0.21114280490725004, 'support': 1812}}
Token level accuracy: 0.5341874578556979
Wrong BIO-Encoding 1258/2990 labels, 42.07%
{'C': {'precision': 0.18004587155963303, 'recall': 0.20284237726098192, 'f1-score': 0.19076549210206561, 'support': 774}, 'P': {'precision': 0.24282560706401765, 'recall': 0.2119460500963391, 'f1-score': 0.22633744855967078, 'support': 1038}, 'micro avg': {'precision': 0.21203599550056243, 'recall': 0.20805739514348787, 'f1-score': 0.21002785515320338, 'support': 1812}, 'macro avg': {'precision': 0.21143573931182535, 'recall': 0.2073942136786605, 'f1-score': 0.20855147033086818, 'support': 1812}, 'weighted avg': {'precision': 0.21600909752737654, 'recall': 0.20805739514348787, 'f1-score': 0.21114280490725004, 'support': 1812}}
Token level accuracy: 0.5341874578556979
Wrong BIO-Encoding 46/1778 labels, 2.59%
Test-Data: Prec: 0.212, Rec: 0.208, F1: 0.2100

Scores from epoch with best dev-scores:
  Dev-Score: 0.1714
  Test-Score 0.2280

13.18 sec for evaluation

--------- Epoch 19 -----------
628.98 sec for training (10602.23 total)
-- cmv_modes1 --
{'C': {'precision': 0.6666666666666666, 'recall': 0.1, 'f1-score': 0.1739130434782609, 'support': 20}, 'P': {'precision': 0.10810810810810811, 'recall': 0.08163265306122448, 'f1-score': 0.09302325581395349, 'support': 49}, 'micro avg': {'precision': 0.15, 'recall': 0.08695652173913043, 'f1-score': 0.11009174311926605, 'support': 69}, 'macro avg': {'precision': 0.38738738738738737, 'recall': 0.09081632653061225, 'f1-score': 0.1334681496461072, 'support': 69}, 'weighted avg': {'precision': 0.27000913957435696, 'recall': 0.08695652173913043, 'f1-score': 0.11646957107897013, 'support': 69}}
Token level accuracy: 0.750428326670474
Wrong BIO-Encoding 27/66 labels, 40.91%
{'C': {'precision': 0.6666666666666666, 'recall': 0.1, 'f1-score': 0.1739130434782609, 'support': 20}, 'P': {'precision': 0.10810810810810811, 'recall': 0.08163265306122448, 'f1-score': 0.09302325581395349, 'support': 49}, 'micro avg': {'precision': 0.15, 'recall': 0.08695652173913043, 'f1-score': 0.11009174311926605, 'support': 69}, 'macro avg': {'precision': 0.38738738738738737, 'recall': 0.09081632653061225, 'f1-score': 0.1334681496461072, 'support': 69}, 'weighted avg': {'precision': 0.27000913957435696, 'recall': 0.08695652173913043, 'f1-score': 0.11646957107897013, 'support': 69}}
Token level accuracy: 0.750428326670474
Wrong BIO-Encoding 1/40 labels, 2.50%
Dev-Data: Prec: 0.154, Rec: 0.087, F1: 0.1111
{'C': {'precision': 0.2579787234042553, 'recall': 0.12532299741602068, 'f1-score': 0.16869565217391305, 'support': 774}, 'P': {'precision': 0.2043906131718395, 'recall': 0.26011560693641617, 'f1-score': 0.22891055532005086, 'support': 1038}, 'micro avg': {'precision': 0.21626399528579845, 'recall': 0.20253863134657837, 'f1-score': 0.20917640353377032, 'support': 1812}, 'macro avg': {'precision': 0.2311846682880474, 'recall': 0.1927193021762184, 'f1-score': 0.19880310374698196, 'support': 1812}, 'weighted avg': {'precision': 0.22728089866846746, 'recall': 0.20253863134657837, 'f1-score': 0.20318961987021056, 'support': 1812}}
Token level accuracy: 0.5627556754326815
Wrong BIO-Encoding 915/2567 labels, 35.64%
{'C': {'precision': 0.2579787234042553, 'recall': 0.12532299741602068, 'f1-score': 0.16869565217391305, 'support': 774}, 'P': {'precision': 0.2043906131718395, 'recall': 0.26011560693641617, 'f1-score': 0.22891055532005086, 'support': 1038}, 'micro avg': {'precision': 0.21626399528579845, 'recall': 0.20253863134657837, 'f1-score': 0.20917640353377032, 'support': 1812}, 'macro avg': {'precision': 0.2311846682880474, 'recall': 0.1927193021762184, 'f1-score': 0.19880310374698196, 'support': 1812}, 'weighted avg': {'precision': 0.22728089866846746, 'recall': 0.20253863134657837, 'f1-score': 0.20318961987021056, 'support': 1812}}
Token level accuracy: 0.5627556754326815
Wrong BIO-Encoding 45/1697 labels, 2.65%
Test-Data: Prec: 0.221, Rec: 0.201, F1: 0.2107

Scores from epoch with best dev-scores:
  Dev-Score: 0.1714
  Test-Score 0.2280

11.77 sec for evaluation

--------- Epoch 20 -----------
578.60 sec for training (11180.83 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 20}, 'P': {'precision': 0.15789473684210525, 'recall': 0.12244897959183673, 'f1-score': 0.13793103448275865, 'support': 49}, 'micro avg': {'precision': 0.13953488372093023, 'recall': 0.08695652173913043, 'f1-score': 0.10714285714285714, 'support': 69}, 'macro avg': {'precision': 0.07894736842105263, 'recall': 0.061224489795918366, 'f1-score': 0.06896551724137932, 'support': 69}, 'weighted avg': {'precision': 0.11212814645308924, 'recall': 0.08695652173913043, 'f1-score': 0.09795102448775614, 'support': 69}}
Token level accuracy: 0.7058823529411765
Wrong BIO-Encoding 56/96 labels, 58.33%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 20}, 'P': {'precision': 0.15789473684210525, 'recall': 0.12244897959183673, 'f1-score': 0.13793103448275865, 'support': 49}, 'micro avg': {'precision': 0.13953488372093023, 'recall': 0.08695652173913043, 'f1-score': 0.10714285714285714, 'support': 69}, 'macro avg': {'precision': 0.07894736842105263, 'recall': 0.061224489795918366, 'f1-score': 0.06896551724137932, 'support': 69}, 'weighted avg': {'precision': 0.11212814645308924, 'recall': 0.08695652173913043, 'f1-score': 0.09795102448775614, 'support': 69}}
Token level accuracy: 0.7058823529411765
Wrong BIO-Encoding 3/43 labels, 6.98%
Dev-Data: Prec: 0.150, Rec: 0.087, F1: 0.1101
{'C': {'precision': 0.17398945518453426, 'recall': 0.12790697674418605, 'f1-score': 0.14743112434847358, 'support': 774}, 'P': {'precision': 0.2080223880597015, 'recall': 0.21483622350674375, 'f1-score': 0.2113744075829384, 'support': 1038}, 'micro avg': {'precision': 0.19622181596587446, 'recall': 0.17770419426048564, 'f1-score': 0.18650448885027512, 'support': 1812}, 'macro avg': {'precision': 0.19100592162211788, 'recall': 0.1713716001254649, 'f1-score': 0.17940276596570598, 'support': 1812}, 'weighted avg': {'precision': 0.1934851418977923, 'recall': 0.17770419426048564, 'f1-score': 0.1840608859364286, 'support': 1812}}
Token level accuracy: 0.5837042031917284
Wrong BIO-Encoding 911/2509 labels, 36.31%
{'C': {'precision': 0.17398945518453426, 'recall': 0.12790697674418605, 'f1-score': 0.14743112434847358, 'support': 774}, 'P': {'precision': 0.2080223880597015, 'recall': 0.21483622350674375, 'f1-score': 0.2113744075829384, 'support': 1038}, 'micro avg': {'precision': 0.19622181596587446, 'recall': 0.17770419426048564, 'f1-score': 0.18650448885027512, 'support': 1812}, 'macro avg': {'precision': 0.19100592162211788, 'recall': 0.1713716001254649, 'f1-score': 0.17940276596570598, 'support': 1812}, 'weighted avg': {'precision': 0.1934851418977923, 'recall': 0.17770419426048564, 'f1-score': 0.1840608859364286, 'support': 1812}}
Token level accuracy: 0.5837042031917284
Wrong BIO-Encoding 43/1641 labels, 2.62%
Test-Data: Prec: 0.202, Rec: 0.178, F1: 0.1889

Scores from epoch with best dev-scores:
  Dev-Score: 0.1714
  Test-Score 0.2280

10.36 sec for evaluation

--------- Epoch 21 -----------
621.05 sec for training (11801.89 total)
-- cmv_modes1 --
{'C': {'precision': 0.23529411764705882, 'recall': 0.2, 'f1-score': 0.2162162162162162, 'support': 20}, 'P': {'precision': 0.20833333333333334, 'recall': 0.10204081632653061, 'f1-score': 0.136986301369863, 'support': 49}, 'micro avg': {'precision': 0.21951219512195122, 'recall': 0.13043478260869565, 'f1-score': 0.16363636363636364, 'support': 69}, 'macro avg': {'precision': 0.22181372549019607, 'recall': 0.1510204081632653, 'f1-score': 0.17660125879303962, 'support': 69}, 'weighted avg': {'precision': 0.21614805342426827, 'recall': 0.13043478260869565, 'f1-score': 0.1599514940789509, 'support': 69}}
Token level accuracy: 0.7858366647629925
{'C': {'precision': 0.23529411764705882, 'recall': 0.2, 'f1-score': 0.2162162162162162, 'support': 20}, 'P': {'precision': 0.20833333333333334, 'recall': 0.10204081632653061, 'f1-score': 0.136986301369863, 'support': 49}, 'micro avg': {'precision': 0.21951219512195122, 'recall': 0.13043478260869565, 'f1-score': 0.16363636363636364, 'support': 69}, 'macro avg': {'precision': 0.22181372549019607, 'recall': 0.1510204081632653, 'f1-score': 0.17660125879303962, 'support': 69}, 'weighted avg': {'precision': 0.21614805342426827, 'recall': 0.13043478260869565, 'f1-score': 0.1599514940789509, 'support': 69}}
Token level accuracy: 0.7858366647629925
Dev-Data: Prec: 0.220, Rec: 0.130, F1: 0.1636
{'C': {'precision': 0.20125130344108447, 'recall': 0.24935400516795866, 'f1-score': 0.22273514137334102, 'support': 774}, 'P': {'precision': 0.3011527377521614, 'recall': 0.20134874759152216, 'f1-score': 0.2413394919168591, 'support': 1038}, 'micro avg': {'precision': 0.24319419237749546, 'recall': 0.22185430463576158, 'f1-score': 0.23203463203463207, 'support': 1812}, 'macro avg': {'precision': 0.25120202059662294, 'recall': 0.2253513763797404, 'f1-score': 0.23203731664510008, 'support': 1812}, 'weighted avg': {'precision': 0.2584796085265689, 'recall': 0.22185430463576158, 'f1-score': 0.23339260045952853, 'support': 1812}}
Token level accuracy: 0.5553382782647786
Wrong BIO-Encoding 1200/2802 labels, 42.83%
{'C': {'precision': 0.20125130344108447, 'recall': 0.24935400516795866, 'f1-score': 0.22273514137334102, 'support': 774}, 'P': {'precision': 0.3011527377521614, 'recall': 0.20134874759152216, 'f1-score': 0.2413394919168591, 'support': 1038}, 'micro avg': {'precision': 0.24319419237749546, 'recall': 0.22185430463576158, 'f1-score': 0.23203463203463207, 'support': 1812}, 'macro avg': {'precision': 0.25120202059662294, 'recall': 0.2253513763797404, 'f1-score': 0.23203731664510008, 'support': 1812}, 'weighted avg': {'precision': 0.2584796085265689, 'recall': 0.22185430463576158, 'f1-score': 0.23339260045952853, 'support': 1812}}
Token level accuracy: 0.5553382782647786
Wrong BIO-Encoding 51/1653 labels, 3.09%
Test-Data: Prec: 0.251, Rec: 0.222, F1: 0.2355

Scores from epoch with best dev-scores:
  Dev-Score: 0.1714
  Test-Score 0.2280

12.92 sec for evaluation

--------- Epoch 22 -----------
628.65 sec for training (12430.54 total)
-- cmv_modes1 --
{'C': {'precision': 0.25, 'recall': 0.1, 'f1-score': 0.14285714285714288, 'support': 20}, 'P': {'precision': 0.1891891891891892, 'recall': 0.14285714285714285, 'f1-score': 0.16279069767441862, 'support': 49}, 'micro avg': {'precision': 0.2, 'recall': 0.13043478260869565, 'f1-score': 0.15789473684210528, 'support': 69}, 'macro avg': {'precision': 0.2195945945945946, 'recall': 0.12142857142857143, 'f1-score': 0.15282392026578073, 'support': 69}, 'weighted avg': {'precision': 0.20681551116333724, 'recall': 0.13043478260869565, 'f1-score': 0.15701285569839668, 'support': 69}}
Token level accuracy: 0.779554540262707
Wrong BIO-Encoding 27/71 labels, 38.03%
{'C': {'precision': 0.25, 'recall': 0.1, 'f1-score': 0.14285714285714288, 'support': 20}, 'P': {'precision': 0.1891891891891892, 'recall': 0.14285714285714285, 'f1-score': 0.16279069767441862, 'support': 49}, 'micro avg': {'precision': 0.2, 'recall': 0.13043478260869565, 'f1-score': 0.15789473684210528, 'support': 69}, 'macro avg': {'precision': 0.2195945945945946, 'recall': 0.12142857142857143, 'f1-score': 0.15282392026578073, 'support': 69}, 'weighted avg': {'precision': 0.20681551116333724, 'recall': 0.13043478260869565, 'f1-score': 0.15701285569839668, 'support': 69}}
Token level accuracy: 0.779554540262707
Wrong BIO-Encoding 1/45 labels, 2.22%
Dev-Data: Prec: 0.205, Rec: 0.130, F1: 0.1593
{'C': {'precision': 0.18932038834951456, 'recall': 0.1511627906976744, 'f1-score': 0.16810344827586207, 'support': 774}, 'P': {'precision': 0.22536418166238217, 'recall': 0.25337186897880537, 'f1-score': 0.2385487528344671, 'support': 1038}, 'micro avg': {'precision': 0.21288515406162464, 'recall': 0.2097130242825607, 'f1-score': 0.211287183764248, 'support': 1812}, 'macro avg': {'precision': 0.20734228500594837, 'recall': 0.2022673298382399, 'f1-score': 0.2033261005551646, 'support': 1812}, 'weighted avg': {'precision': 0.2099679918035745, 'recall': 0.2097130242825607, 'f1-score': 0.20845787770844046, 'support': 1812}}
Token level accuracy: 0.5642841087884918
Wrong BIO-Encoding 615/2367 labels, 25.98%
{'C': {'precision': 0.18932038834951456, 'recall': 0.1511627906976744, 'f1-score': 0.16810344827586207, 'support': 774}, 'P': {'precision': 0.22536418166238217, 'recall': 0.25337186897880537, 'f1-score': 0.2385487528344671, 'support': 1038}, 'micro avg': {'precision': 0.21288515406162464, 'recall': 0.2097130242825607, 'f1-score': 0.211287183764248, 'support': 1812}, 'macro avg': {'precision': 0.20734228500594837, 'recall': 0.2022673298382399, 'f1-score': 0.2033261005551646, 'support': 1812}, 'weighted avg': {'precision': 0.2099679918035745, 'recall': 0.2097130242825607, 'f1-score': 0.20845787770844046, 'support': 1812}}
Token level accuracy: 0.5642841087884918
Wrong BIO-Encoding 33/1785 labels, 1.85%
Test-Data: Prec: 0.217, Rec: 0.210, F1: 0.2132

Scores from epoch with best dev-scores:
  Dev-Score: 0.1714
  Test-Score 0.2280

10.16 sec for evaluation

--------- Epoch 23 -----------
590.01 sec for training (13020.55 total)
-- cmv_modes1 --
{'C': {'precision': 0.3333333333333333, 'recall': 0.05, 'f1-score': 0.08695652173913045, 'support': 20}, 'P': {'precision': 0.1794871794871795, 'recall': 0.14285714285714285, 'f1-score': 0.15909090909090912, 'support': 49}, 'micro avg': {'precision': 0.19047619047619047, 'recall': 0.11594202898550725, 'f1-score': 0.14414414414414414, 'support': 69}, 'macro avg': {'precision': 0.2564102564102564, 'recall': 0.09642857142857142, 'f1-score': 0.12302371541501977, 'support': 69}, 'weighted avg': {'precision': 0.22408026755852842, 'recall': 0.11594202898550725, 'f1-score': 0.13818239101792978, 'support': 69}}
Token level accuracy: 0.7332952598515134
Wrong BIO-Encoding 30/71 labels, 42.25%
{'C': {'precision': 0.3333333333333333, 'recall': 0.05, 'f1-score': 0.08695652173913045, 'support': 20}, 'P': {'precision': 0.1794871794871795, 'recall': 0.14285714285714285, 'f1-score': 0.15909090909090912, 'support': 49}, 'micro avg': {'precision': 0.19047619047619047, 'recall': 0.11594202898550725, 'f1-score': 0.14414414414414414, 'support': 69}, 'macro avg': {'precision': 0.2564102564102564, 'recall': 0.09642857142857142, 'f1-score': 0.12302371541501977, 'support': 69}, 'weighted avg': {'precision': 0.22408026755852842, 'recall': 0.11594202898550725, 'f1-score': 0.13818239101792978, 'support': 69}}
Token level accuracy: 0.7332952598515134
Wrong BIO-Encoding 1/42 labels, 2.38%
Dev-Data: Prec: 0.195, Rec: 0.116, F1: 0.1455
{'C': {'precision': 0.2784503631961259, 'recall': 0.14857881136950904, 'f1-score': 0.19376579612468411, 'support': 774}, 'P': {'precision': 0.2413236481033091, 'recall': 0.2880539499036609, 'f1-score': 0.2626262626262626, 'support': 1038}, 'micro avg': {'precision': 0.2506053268765133, 'recall': 0.22847682119205298, 'f1-score': 0.23903002309468824, 'support': 1812}, 'macro avg': {'precision': 0.2598870056497175, 'recall': 0.21831638063658498, 'f1-score': 0.22819602937547334, 'support': 1812}, 'weighted avg': {'precision': 0.2571824105105057, 'recall': 0.22847682119205298, 'f1-score': 0.23321235474976051, 'support': 1812}}
Token level accuracy: 0.5628905371993707
Wrong BIO-Encoding 1162/2761 labels, 42.09%
{'C': {'precision': 0.2784503631961259, 'recall': 0.14857881136950904, 'f1-score': 0.19376579612468411, 'support': 774}, 'P': {'precision': 0.2413236481033091, 'recall': 0.2880539499036609, 'f1-score': 0.2626262626262626, 'support': 1038}, 'micro avg': {'precision': 0.2506053268765133, 'recall': 0.22847682119205298, 'f1-score': 0.23903002309468824, 'support': 1812}, 'macro avg': {'precision': 0.2598870056497175, 'recall': 0.21831638063658498, 'f1-score': 0.22819602937547334, 'support': 1812}, 'weighted avg': {'precision': 0.2571824105105057, 'recall': 0.22847682119205298, 'f1-score': 0.23321235474976051, 'support': 1812}}
Token level accuracy: 0.5628905371993707
Wrong BIO-Encoding 53/1652 labels, 3.21%
Test-Data: Prec: 0.259, Rec: 0.228, F1: 0.2427

Scores from epoch with best dev-scores:
  Dev-Score: 0.1714
  Test-Score 0.2280

12.88 sec for evaluation

--------- Epoch 24 -----------
589.16 sec for training (13609.71 total)
-- cmv_modes1 --
{'C': {'precision': 0.14285714285714285, 'recall': 0.1, 'f1-score': 0.11764705882352941, 'support': 20}, 'P': {'precision': 0.15151515151515152, 'recall': 0.10204081632653061, 'f1-score': 0.12195121951219513, 'support': 49}, 'micro avg': {'precision': 0.14893617021276595, 'recall': 0.10144927536231885, 'f1-score': 0.12068965517241378, 'support': 69}, 'macro avg': {'precision': 0.1471861471861472, 'recall': 0.10102040816326531, 'f1-score': 0.11979913916786228, 'support': 69}, 'weighted avg': {'precision': 0.14900558378819248, 'recall': 0.10144927536231885, 'f1-score': 0.12070363670388624, 'support': 69}}
Token level accuracy: 0.7475728155339806
{'C': {'precision': 0.14285714285714285, 'recall': 0.1, 'f1-score': 0.11764705882352941, 'support': 20}, 'P': {'precision': 0.15151515151515152, 'recall': 0.10204081632653061, 'f1-score': 0.12195121951219513, 'support': 49}, 'micro avg': {'precision': 0.14893617021276595, 'recall': 0.10144927536231885, 'f1-score': 0.12068965517241378, 'support': 69}, 'macro avg': {'precision': 0.1471861471861472, 'recall': 0.10102040816326531, 'f1-score': 0.11979913916786228, 'support': 69}, 'weighted avg': {'precision': 0.14900558378819248, 'recall': 0.10144927536231885, 'f1-score': 0.12070363670388624, 'support': 69}}
Token level accuracy: 0.7475728155339806
Dev-Data: Prec: 0.149, Rec: 0.101, F1: 0.1207
{'C': {'precision': 0.16648531011969533, 'recall': 0.19767441860465115, 'f1-score': 0.18074424099232134, 'support': 774}, 'P': {'precision': 0.244228432563791, 'recall': 0.1936416184971098, 'f1-score': 0.21601289629231596, 'support': 1038}, 'micro avg': {'precision': 0.20321469575200918, 'recall': 0.19536423841059603, 'f1-score': 0.19921215531795158, 'support': 1812}, 'macro avg': {'precision': 0.20535687134174319, 'recall': 0.1956580185508805, 'f1-score': 0.19837856864231865, 'support': 1812}, 'weighted avg': {'precision': 0.2110202776125051, 'recall': 0.19536423841059603, 'f1-score': 0.2009478084323845, 'support': 1812}}
Token level accuracy: 0.5412901775679928
Wrong BIO-Encoding 523/2235 labels, 23.40%
{'C': {'precision': 0.16648531011969533, 'recall': 0.19767441860465115, 'f1-score': 0.18074424099232134, 'support': 774}, 'P': {'precision': 0.244228432563791, 'recall': 0.1936416184971098, 'f1-score': 0.21601289629231596, 'support': 1038}, 'micro avg': {'precision': 0.20321469575200918, 'recall': 0.19536423841059603, 'f1-score': 0.19921215531795158, 'support': 1812}, 'macro avg': {'precision': 0.20535687134174319, 'recall': 0.1956580185508805, 'f1-score': 0.19837856864231865, 'support': 1812}, 'weighted avg': {'precision': 0.2110202776125051, 'recall': 0.19536423841059603, 'f1-score': 0.2009478084323845, 'support': 1812}}
Token level accuracy: 0.5412901775679928
Wrong BIO-Encoding 30/1742 labels, 1.72%
Test-Data: Prec: 0.207, Rec: 0.195, F1: 0.2009

Scores from epoch with best dev-scores:
  Dev-Score: 0.1714
  Test-Score 0.2280

10.02 sec for evaluation

--------- Epoch 25 -----------
570.72 sec for training (14180.44 total)
-- cmv_modes1 --
{'C': {'precision': 0.25, 'recall': 0.1, 'f1-score': 0.14285714285714288, 'support': 20}, 'P': {'precision': 0.1388888888888889, 'recall': 0.10204081632653061, 'f1-score': 0.11764705882352941, 'support': 49}, 'micro avg': {'precision': 0.1590909090909091, 'recall': 0.10144927536231885, 'f1-score': 0.12389380530973454, 'support': 69}, 'macro avg': {'precision': 0.19444444444444445, 'recall': 0.10102040816326531, 'f1-score': 0.13025210084033614, 'support': 69}, 'weighted avg': {'precision': 0.1710950080515298, 'recall': 0.10144927536231885, 'f1-score': 0.12495432955791014, 'support': 69}}
Token level accuracy: 0.8012564249000571
Wrong BIO-Encoding 43/85 labels, 50.59%
{'C': {'precision': 0.25, 'recall': 0.1, 'f1-score': 0.14285714285714288, 'support': 20}, 'P': {'precision': 0.1388888888888889, 'recall': 0.10204081632653061, 'f1-score': 0.11764705882352941, 'support': 49}, 'micro avg': {'precision': 0.1590909090909091, 'recall': 0.10144927536231885, 'f1-score': 0.12389380530973454, 'support': 69}, 'macro avg': {'precision': 0.19444444444444445, 'recall': 0.10102040816326531, 'f1-score': 0.13025210084033614, 'support': 69}, 'weighted avg': {'precision': 0.1710950080515298, 'recall': 0.10144927536231885, 'f1-score': 0.12495432955791014, 'support': 69}}
Token level accuracy: 0.8012564249000571
Wrong BIO-Encoding 2/44 labels, 4.55%
Dev-Data: Prec: 0.167, Rec: 0.101, F1: 0.1261
{'C': {'precision': 0.20696324951644102, 'recall': 0.13824289405684753, 'f1-score': 0.16576297443841984, 'support': 774}, 'P': {'precision': 0.24591573516766982, 'recall': 0.27552986512524086, 'f1-score': 0.2598818718764198, 'support': 1038}, 'micro avg': {'precision': 0.23392857142857143, 'recall': 0.21688741721854304, 'f1-score': 0.22508591065292097, 'support': 1812}, 'macro avg': {'precision': 0.2264394923420554, 'recall': 0.2068863795910442, 'f1-score': 0.21282242315741984, 'support': 1812}, 'weighted avg': {'precision': 0.22927709063452903, 'recall': 0.21688741721854304, 'f1-score': 0.21967876667939332, 'support': 1812}}
Token level accuracy: 0.5663519892110587
Wrong BIO-Encoding 460/2113 labels, 21.77%
{'C': {'precision': 0.20696324951644102, 'recall': 0.13824289405684753, 'f1-score': 0.16576297443841984, 'support': 774}, 'P': {'precision': 0.24591573516766982, 'recall': 0.27552986512524086, 'f1-score': 0.2598818718764198, 'support': 1038}, 'micro avg': {'precision': 0.23392857142857143, 'recall': 0.21688741721854304, 'f1-score': 0.22508591065292097, 'support': 1812}, 'macro avg': {'precision': 0.2264394923420554, 'recall': 0.2068863795910442, 'f1-score': 0.21282242315741984, 'support': 1812}, 'weighted avg': {'precision': 0.22927709063452903, 'recall': 0.21688741721854304, 'f1-score': 0.21967876667939332, 'support': 1812}}
Token level accuracy: 0.5663519892110587
Wrong BIO-Encoding 27/1680 labels, 1.61%
Test-Data: Prec: 0.238, Rec: 0.217, F1: 0.2268

Scores from epoch with best dev-scores:
  Dev-Score: 0.1714
  Test-Score 0.2280

10.08 sec for evaluation

--------- Epoch 26 -----------
645.14 sec for training (14825.58 total)
-- cmv_modes1 --
{'C': {'precision': 0.6, 'recall': 0.15, 'f1-score': 0.24, 'support': 20}, 'P': {'precision': 0.11428571428571428, 'recall': 0.08163265306122448, 'f1-score': 0.09523809523809522, 'support': 49}, 'micro avg': {'precision': 0.175, 'recall': 0.10144927536231885, 'f1-score': 0.12844036697247707, 'support': 69}, 'macro avg': {'precision': 0.35714285714285715, 'recall': 0.11581632653061225, 'f1-score': 0.1676190476190476, 'support': 69}, 'weighted avg': {'precision': 0.255072463768116, 'recall': 0.10144927536231885, 'f1-score': 0.13719806763285022, 'support': 69}}
Token level accuracy: 0.6836093660765277
{'C': {'precision': 0.6, 'recall': 0.15, 'f1-score': 0.24, 'support': 20}, 'P': {'precision': 0.11428571428571428, 'recall': 0.08163265306122448, 'f1-score': 0.09523809523809522, 'support': 49}, 'micro avg': {'precision': 0.175, 'recall': 0.10144927536231885, 'f1-score': 0.12844036697247707, 'support': 69}, 'macro avg': {'precision': 0.35714285714285715, 'recall': 0.11581632653061225, 'f1-score': 0.1676190476190476, 'support': 69}, 'weighted avg': {'precision': 0.255072463768116, 'recall': 0.10144927536231885, 'f1-score': 0.13719806763285022, 'support': 69}}
Token level accuracy: 0.6836093660765277
Dev-Data: Prec: 0.175, Rec: 0.101, F1: 0.1284
{'C': {'precision': 0.17118997912317327, 'recall': 0.10594315245478036, 'f1-score': 0.1308858739026337, 'support': 774}, 'P': {'precision': 0.22192273135669363, 'recall': 0.23795761078998073, 'f1-score': 0.2296606229660623, 'support': 1038}, 'micro avg': {'precision': 0.20665829145728642, 'recall': 0.1815673289183223, 'f1-score': 0.19330199764982373, 'support': 1812}, 'macro avg': {'precision': 0.19655635523993345, 'recall': 0.17195038162238055, 'f1-score': 0.180273248434348, 'support': 1812}, 'weighted avg': {'precision': 0.2002521186476733, 'recall': 0.1815673289183223, 'f1-score': 0.18746875995552492, 'support': 1812}}
Token level accuracy: 0.5539447066756574
Wrong BIO-Encoding 379/1950 labels, 19.44%
{'C': {'precision': 0.17118997912317327, 'recall': 0.10594315245478036, 'f1-score': 0.1308858739026337, 'support': 774}, 'P': {'precision': 0.22192273135669363, 'recall': 0.23795761078998073, 'f1-score': 0.2296606229660623, 'support': 1038}, 'micro avg': {'precision': 0.20665829145728642, 'recall': 0.1815673289183223, 'f1-score': 0.19330199764982373, 'support': 1812}, 'macro avg': {'precision': 0.19655635523993345, 'recall': 0.17195038162238055, 'f1-score': 0.180273248434348, 'support': 1812}, 'weighted avg': {'precision': 0.2002521186476733, 'recall': 0.1815673289183223, 'f1-score': 0.18746875995552492, 'support': 1812}}
Token level accuracy: 0.5539447066756574
Wrong BIO-Encoding 21/1592 labels, 1.32%
Test-Data: Prec: 0.209, Rec: 0.182, F1: 0.1945

Scores from epoch with best dev-scores:
  Dev-Score: 0.1714
  Test-Score 0.2280

12.11 sec for evaluation

--------- Epoch 27 -----------
608.92 sec for training (15434.50 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 20}, 'P': {'precision': 0.16666666666666666, 'recall': 0.14285714285714285, 'f1-score': 0.15384615384615383, 'support': 49}, 'micro avg': {'precision': 0.15555555555555556, 'recall': 0.10144927536231885, 'f1-score': 0.12280701754385964, 'support': 69}, 'macro avg': {'precision': 0.08333333333333333, 'recall': 0.07142857142857142, 'f1-score': 0.07692307692307691, 'support': 69}, 'weighted avg': {'precision': 0.11835748792270531, 'recall': 0.10144927536231885, 'f1-score': 0.1092530657748049, 'support': 69}}
Token level accuracy: 0.7635636778983438
Wrong BIO-Encoding 14/58 labels, 24.14%
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 20}, 'P': {'precision': 0.16666666666666666, 'recall': 0.14285714285714285, 'f1-score': 0.15384615384615383, 'support': 49}, 'micro avg': {'precision': 0.15555555555555556, 'recall': 0.10144927536231885, 'f1-score': 0.12280701754385964, 'support': 69}, 'macro avg': {'precision': 0.08333333333333333, 'recall': 0.07142857142857142, 'f1-score': 0.07692307692307691, 'support': 69}, 'weighted avg': {'precision': 0.11835748792270531, 'recall': 0.10144927536231885, 'f1-score': 0.1092530657748049, 'support': 69}}
Token level accuracy: 0.7635636778983438
Wrong BIO-Encoding 1/45 labels, 2.22%
Dev-Data: Prec: 0.159, Rec: 0.101, F1: 0.1239
{'C': {'precision': 0.23507462686567165, 'recall': 0.08139534883720931, 'f1-score': 0.12092130518234168, 'support': 774}, 'P': {'precision': 0.2184813753581662, 'recall': 0.29383429672447015, 'f1-score': 0.2506162695152014, 'support': 1038}, 'micro avg': {'precision': 0.22115384615384615, 'recall': 0.20309050772626933, 'f1-score': 0.21173762945914842, 'support': 1812}, 'macro avg': {'precision': 0.22677800111191893, 'recall': 0.18761482278083974, 'f1-score': 0.18576878734877153, 'support': 1812}, 'weighted avg': {'precision': 0.22556922120077613, 'recall': 0.20309050772626933, 'f1-score': 0.19521676488295336, 'support': 1812}}
Token level accuracy: 0.5688469318948078
Wrong BIO-Encoding 451/2094 labels, 21.54%
{'C': {'precision': 0.23507462686567165, 'recall': 0.08139534883720931, 'f1-score': 0.12092130518234168, 'support': 774}, 'P': {'precision': 0.2184813753581662, 'recall': 0.29383429672447015, 'f1-score': 0.2506162695152014, 'support': 1038}, 'micro avg': {'precision': 0.22115384615384615, 'recall': 0.20309050772626933, 'f1-score': 0.21173762945914842, 'support': 1812}, 'macro avg': {'precision': 0.22677800111191893, 'recall': 0.18761482278083974, 'f1-score': 0.18576878734877153, 'support': 1812}, 'weighted avg': {'precision': 0.22556922120077613, 'recall': 0.20309050772626933, 'f1-score': 0.19521676488295336, 'support': 1812}}
Token level accuracy: 0.5688469318948078
Wrong BIO-Encoding 21/1664 labels, 1.26%
Test-Data: Prec: 0.224, Rec: 0.203, F1: 0.2130

Scores from epoch with best dev-scores:
  Dev-Score: 0.1714
  Test-Score 0.2280

11.56 sec for evaluation

--------- Epoch 28 -----------
597.70 sec for training (16032.20 total)
-- cmv_modes1 --
{'C': {'precision': 0.2, 'recall': 0.1, 'f1-score': 0.13333333333333333, 'support': 20}, 'P': {'precision': 0.15151515151515152, 'recall': 0.10204081632653061, 'f1-score': 0.12195121951219513, 'support': 49}, 'micro avg': {'precision': 0.16279069767441862, 'recall': 0.10144927536231885, 'f1-score': 0.125, 'support': 69}, 'macro avg': {'precision': 0.17575757575757578, 'recall': 0.10102040816326531, 'f1-score': 0.12764227642276424, 'support': 69}, 'weighted avg': {'precision': 0.1655687307861221, 'recall': 0.10144927536231885, 'f1-score': 0.125250382938612, 'support': 69}}
Token level accuracy: 0.797829811536265
Wrong BIO-Encoding 27/69 labels, 39.13%
{'C': {'precision': 0.2, 'recall': 0.1, 'f1-score': 0.13333333333333333, 'support': 20}, 'P': {'precision': 0.15151515151515152, 'recall': 0.10204081632653061, 'f1-score': 0.12195121951219513, 'support': 49}, 'micro avg': {'precision': 0.16279069767441862, 'recall': 0.10144927536231885, 'f1-score': 0.125, 'support': 69}, 'macro avg': {'precision': 0.17575757575757578, 'recall': 0.10102040816326531, 'f1-score': 0.12764227642276424, 'support': 69}, 'weighted avg': {'precision': 0.1655687307861221, 'recall': 0.10144927536231885, 'f1-score': 0.125250382938612, 'support': 69}}
Token level accuracy: 0.797829811536265
Wrong BIO-Encoding 1/43 labels, 2.33%
Dev-Data: Prec: 0.167, Rec: 0.101, F1: 0.1261
{'C': {'precision': 0.1966794380587484, 'recall': 0.19896640826873385, 'f1-score': 0.19781631342324985, 'support': 774}, 'P': {'precision': 0.27132579650565264, 'recall': 0.2543352601156069, 'f1-score': 0.26255594231725504, 'support': 1038}, 'micro avg': {'precision': 0.23804100227790434, 'recall': 0.2306843267108168, 'f1-score': 0.23430493273542605, 'support': 1812}, 'macro avg': {'precision': 0.2340026172822005, 'recall': 0.2266508341921704, 'f1-score': 0.23018612787025244, 'support': 1812}, 'weighted avg': {'precision': 0.23944043147369687, 'recall': 0.2306843267108168, 'f1-score': 0.23490225977643825, 'support': 1812}}
Token level accuracy: 0.566464374016633
Wrong BIO-Encoding 340/2080 labels, 16.35%
{'C': {'precision': 0.1966794380587484, 'recall': 0.19896640826873385, 'f1-score': 0.19781631342324985, 'support': 774}, 'P': {'precision': 0.27132579650565264, 'recall': 0.2543352601156069, 'f1-score': 0.26255594231725504, 'support': 1038}, 'micro avg': {'precision': 0.23804100227790434, 'recall': 0.2306843267108168, 'f1-score': 0.23430493273542605, 'support': 1812}, 'macro avg': {'precision': 0.2340026172822005, 'recall': 0.2266508341921704, 'f1-score': 0.23018612787025244, 'support': 1812}, 'weighted avg': {'precision': 0.23944043147369687, 'recall': 0.2306843267108168, 'f1-score': 0.23490225977643825, 'support': 1812}}
Token level accuracy: 0.566464374016633
Wrong BIO-Encoding 16/1756 labels, 0.91%
Test-Data: Prec: 0.240, Rec: 0.231, F1: 0.2354

Scores from epoch with best dev-scores:
  Dev-Score: 0.1714
  Test-Score 0.2280

11.22 sec for evaluation

--------- Epoch 29 -----------
595.74 sec for training (16627.93 total)
-- cmv_modes1 --
{'C': {'precision': 0.2, 'recall': 0.15, 'f1-score': 0.17142857142857143, 'support': 20}, 'P': {'precision': 0.15151515151515152, 'recall': 0.10204081632653061, 'f1-score': 0.12195121951219513, 'support': 49}, 'micro avg': {'precision': 0.16666666666666666, 'recall': 0.11594202898550725, 'f1-score': 0.13675213675213677, 'support': 69}, 'macro avg': {'precision': 0.17575757575757578, 'recall': 0.12602040816326532, 'f1-score': 0.14668989547038327, 'support': 69}, 'weighted avg': {'precision': 0.1655687307861221, 'recall': 0.11594202898550725, 'f1-score': 0.13629248093723176, 'support': 69}}
Token level accuracy: 0.8183894917190178
Wrong BIO-Encoding 13/60 labels, 21.67%
{'C': {'precision': 0.2, 'recall': 0.15, 'f1-score': 0.17142857142857143, 'support': 20}, 'P': {'precision': 0.15151515151515152, 'recall': 0.10204081632653061, 'f1-score': 0.12195121951219513, 'support': 49}, 'micro avg': {'precision': 0.16666666666666666, 'recall': 0.11594202898550725, 'f1-score': 0.13675213675213677, 'support': 69}, 'macro avg': {'precision': 0.17575757575757578, 'recall': 0.12602040816326532, 'f1-score': 0.14668989547038327, 'support': 69}, 'weighted avg': {'precision': 0.1655687307861221, 'recall': 0.11594202898550725, 'f1-score': 0.13629248093723176, 'support': 69}}
Token level accuracy: 0.8183894917190178
Wrong BIO-Encoding 1/48 labels, 2.08%
Dev-Data: Prec: 0.170, Rec: 0.116, F1: 0.1379
{'C': {'precision': 0.16706730769230768, 'recall': 0.17958656330749354, 'f1-score': 0.17310087173100872, 'support': 774}, 'P': {'precision': 0.23151750972762647, 'recall': 0.22928709055876687, 'f1-score': 0.23039690222652467, 'support': 1038}, 'micro avg': {'precision': 0.20268817204301076, 'recall': 0.20805739514348787, 'f1-score': 0.2053376906318083, 'support': 1812}, 'macro avg': {'precision': 0.19929240870996706, 'recall': 0.2044368269331302, 'f1-score': 0.2017488869787667, 'support': 1812}, 'weighted avg': {'precision': 0.20398745654035452, 'recall': 0.20805739514348787, 'f1-score': 0.20592276999499634, 'support': 1812}}
Token level accuracy: 0.5620813665992358
Wrong BIO-Encoding 254/2097 labels, 12.11%
{'C': {'precision': 0.16706730769230768, 'recall': 0.17958656330749354, 'f1-score': 0.17310087173100872, 'support': 774}, 'P': {'precision': 0.23151750972762647, 'recall': 0.22928709055876687, 'f1-score': 0.23039690222652467, 'support': 1038}, 'micro avg': {'precision': 0.20268817204301076, 'recall': 0.20805739514348787, 'f1-score': 0.2053376906318083, 'support': 1812}, 'macro avg': {'precision': 0.19929240870996706, 'recall': 0.2044368269331302, 'f1-score': 0.2017488869787667, 'support': 1812}, 'weighted avg': {'precision': 0.20398745654035452, 'recall': 0.20805739514348787, 'f1-score': 0.20592276999499634, 'support': 1812}}
Token level accuracy: 0.5620813665992358
Wrong BIO-Encoding 17/1860 labels, 0.91%
Test-Data: Prec: 0.205, Rec: 0.208, F1: 0.2063

Scores from epoch with best dev-scores:
  Dev-Score: 0.1714
  Test-Score 0.2280

10.99 sec for evaluation

--------- Epoch 30 -----------
587.15 sec for training (17215.08 total)
-- cmv_modes1 --
{'C': {'precision': 0.3333333333333333, 'recall': 0.05, 'f1-score': 0.08695652173913045, 'support': 20}, 'P': {'precision': 0.13513513513513514, 'recall': 0.10204081632653061, 'f1-score': 0.11627906976744186, 'support': 49}, 'micro avg': {'precision': 0.15, 'recall': 0.08695652173913043, 'f1-score': 0.11009174311926605, 'support': 69}, 'macro avg': {'precision': 0.23423423423423423, 'recall': 0.0760204081632653, 'f1-score': 0.10161779575328615, 'support': 69}, 'weighted avg': {'precision': 0.19258388823606215, 'recall': 0.08695652173913043, 'f1-score': 0.10777978048387334, 'support': 69}}
Token level accuracy: 0.7709880068532268
Wrong BIO-Encoding 36/75 labels, 48.00%
{'C': {'precision': 0.3333333333333333, 'recall': 0.05, 'f1-score': 0.08695652173913045, 'support': 20}, 'P': {'precision': 0.13513513513513514, 'recall': 0.10204081632653061, 'f1-score': 0.11627906976744186, 'support': 49}, 'micro avg': {'precision': 0.15, 'recall': 0.08695652173913043, 'f1-score': 0.11009174311926605, 'support': 69}, 'macro avg': {'precision': 0.23423423423423423, 'recall': 0.0760204081632653, 'f1-score': 0.10161779575328615, 'support': 69}, 'weighted avg': {'precision': 0.19258388823606215, 'recall': 0.08695652173913043, 'f1-score': 0.10777978048387334, 'support': 69}}
Token level accuracy: 0.7709880068532268
Wrong BIO-Encoding 1/40 labels, 2.50%
Dev-Data: Prec: 0.154, Rec: 0.087, F1: 0.1111
{'C': {'precision': 0.2696629213483146, 'recall': 0.09302325581395349, 'f1-score': 0.138328530259366, 'support': 774}, 'P': {'precision': 0.23254029163468917, 'recall': 0.29190751445086704, 'f1-score': 0.2588637334472448, 'support': 1038}, 'micro avg': {'precision': 0.23885350318471338, 'recall': 0.20695364238410596, 'f1-score': 0.22176227084565345, 'support': 1812}, 'macro avg': {'precision': 0.25110160649150187, 'recall': 0.19246538513241027, 'f1-score': 0.19859613185330538, 'support': 1812}, 'weighted avg': {'precision': 0.24839730896269474, 'recall': 0.20695364238410596, 'f1-score': 0.20737684201930984, 'support': 1812}}
Token level accuracy: 0.5566868959316701
Wrong BIO-Encoding 665/2202 labels, 30.20%
{'C': {'precision': 0.2696629213483146, 'recall': 0.09302325581395349, 'f1-score': 0.138328530259366, 'support': 774}, 'P': {'precision': 0.23254029163468917, 'recall': 0.29190751445086704, 'f1-score': 0.2588637334472448, 'support': 1038}, 'micro avg': {'precision': 0.23885350318471338, 'recall': 0.20695364238410596, 'f1-score': 0.22176227084565345, 'support': 1812}, 'macro avg': {'precision': 0.25110160649150187, 'recall': 0.19246538513241027, 'f1-score': 0.19859613185330538, 'support': 1812}, 'weighted avg': {'precision': 0.24839730896269474, 'recall': 0.20695364238410596, 'f1-score': 0.20737684201930984, 'support': 1812}}
Token level accuracy: 0.5566868959316701
Wrong BIO-Encoding 33/1570 labels, 2.10%
Test-Data: Prec: 0.244, Rec: 0.207, F1: 0.2239

Scores from epoch with best dev-scores:
  Dev-Score: 0.1714
  Test-Score 0.2280

10.98 sec for evaluation

--------- Epoch 31 -----------
579.69 sec for training (17794.77 total)
-- cmv_modes1 --
{'C': {'precision': 0.25, 'recall': 0.1, 'f1-score': 0.14285714285714288, 'support': 20}, 'P': {'precision': 0.24324324324324326, 'recall': 0.1836734693877551, 'f1-score': 0.20930232558139533, 'support': 49}, 'micro avg': {'precision': 0.24444444444444444, 'recall': 0.15942028985507245, 'f1-score': 0.1929824561403509, 'support': 69}, 'macro avg': {'precision': 0.24662162162162163, 'recall': 0.14183673469387756, 'f1-score': 0.1760797342192691, 'support': 69}, 'weighted avg': {'precision': 0.24520172346259303, 'recall': 0.15942028985507245, 'f1-score': 0.19004285232798881, 'support': 69}}
Token level accuracy: 0.7898343803540834
Wrong BIO-Encoding 30/74 labels, 40.54%
{'C': {'precision': 0.25, 'recall': 0.1, 'f1-score': 0.14285714285714288, 'support': 20}, 'P': {'precision': 0.24324324324324326, 'recall': 0.1836734693877551, 'f1-score': 0.20930232558139533, 'support': 49}, 'micro avg': {'precision': 0.24444444444444444, 'recall': 0.15942028985507245, 'f1-score': 0.1929824561403509, 'support': 69}, 'macro avg': {'precision': 0.24662162162162163, 'recall': 0.14183673469387756, 'f1-score': 0.1760797342192691, 'support': 69}, 'weighted avg': {'precision': 0.24520172346259303, 'recall': 0.15942028985507245, 'f1-score': 0.19004285232798881, 'support': 69}}
Token level accuracy: 0.7898343803540834
Wrong BIO-Encoding 1/45 labels, 2.22%
Dev-Data: Prec: 0.250, Rec: 0.159, F1: 0.1947
{'C': {'precision': 0.20471014492753623, 'recall': 0.14599483204134367, 'f1-score': 0.17043740573152338, 'support': 774}, 'P': {'precision': 0.23263075722092116, 'recall': 0.28709055876685935, 'f1-score': 0.25700733074601123, 'support': 1038}, 'micro avg': {'precision': 0.22422258592471359, 'recall': 0.22682119205298013, 'f1-score': 0.22551440329218106, 'support': 1812}, 'macro avg': {'precision': 0.2186704510742287, 'recall': 0.2165426954041015, 'f1-score': 0.2137223682387673, 'support': 1812}, 'weighted avg': {'precision': 0.2207044029631508, 'recall': 0.22682119205298013, 'f1-score': 0.22002878661730615, 'support': 1812}}
Token level accuracy: 0.5739492020678805
Wrong BIO-Encoding 327/2141 labels, 15.27%
{'C': {'precision': 0.20471014492753623, 'recall': 0.14599483204134367, 'f1-score': 0.17043740573152338, 'support': 774}, 'P': {'precision': 0.23263075722092116, 'recall': 0.28709055876685935, 'f1-score': 0.25700733074601123, 'support': 1038}, 'micro avg': {'precision': 0.22422258592471359, 'recall': 0.22682119205298013, 'f1-score': 0.22551440329218106, 'support': 1812}, 'macro avg': {'precision': 0.2186704510742287, 'recall': 0.2165426954041015, 'f1-score': 0.2137223682387673, 'support': 1812}, 'weighted avg': {'precision': 0.2207044029631508, 'recall': 0.22682119205298013, 'f1-score': 0.22002878661730615, 'support': 1812}}
Token level accuracy: 0.5739492020678805
Wrong BIO-Encoding 19/1833 labels, 1.04%
Test-Data: Prec: 0.227, Rec: 0.227, F1: 0.2267

Scores from epoch with best dev-scores:
  Dev-Score: 0.1947
  Test-Score 0.2267

12.48 sec for evaluation

--------- Epoch 32 -----------
588.15 sec for training (18382.91 total)
-- cmv_modes1 --
{'C': {'precision': 0.2857142857142857, 'recall': 0.1, 'f1-score': 0.14814814814814817, 'support': 20}, 'P': {'precision': 0.19444444444444445, 'recall': 0.14285714285714285, 'f1-score': 0.16470588235294115, 'support': 49}, 'micro avg': {'precision': 0.20930232558139536, 'recall': 0.13043478260869565, 'f1-score': 0.16071428571428573, 'support': 69}, 'macro avg': {'precision': 0.24007936507936506, 'recall': 0.12142857142857143, 'f1-score': 0.15642701525054464, 'support': 69}, 'weighted avg': {'precision': 0.2208994708994709, 'recall': 0.13043478260869565, 'f1-score': 0.15990653910517505, 'support': 69}}
Token level accuracy: 0.7721302113078241
Wrong BIO-Encoding 43/84 labels, 51.19%
{'C': {'precision': 0.2857142857142857, 'recall': 0.1, 'f1-score': 0.14814814814814817, 'support': 20}, 'P': {'precision': 0.19444444444444445, 'recall': 0.14285714285714285, 'f1-score': 0.16470588235294115, 'support': 49}, 'micro avg': {'precision': 0.20930232558139536, 'recall': 0.13043478260869565, 'f1-score': 0.16071428571428573, 'support': 69}, 'macro avg': {'precision': 0.24007936507936506, 'recall': 0.12142857142857143, 'f1-score': 0.15642701525054464, 'support': 69}, 'weighted avg': {'precision': 0.2208994708994709, 'recall': 0.13043478260869565, 'f1-score': 0.15990653910517505, 'support': 69}}
Token level accuracy: 0.7721302113078241
Wrong BIO-Encoding 2/43 labels, 4.65%
Dev-Data: Prec: 0.220, Rec: 0.130, F1: 0.1636
{'C': {'precision': 0.23772102161100198, 'recall': 0.15633074935400518, 'f1-score': 0.18862042088854247, 'support': 774}, 'P': {'precision': 0.26218487394957984, 'recall': 0.30057803468208094, 'f1-score': 0.2800718132854578, 'support': 1038}, 'micro avg': {'precision': 0.2548557975279576, 'recall': 0.23896247240618101, 'f1-score': 0.24665337510680715, 'support': 1812}, 'macro avg': {'precision': 0.24995294778029092, 'recall': 0.22845439201804307, 'f1-score': 0.23434611708700015, 'support': 1812}, 'weighted avg': {'precision': 0.2517350827188628, 'recall': 0.23896247240618101, 'f1-score': 0.24100813904968935, 'support': 1812}}
Token level accuracy: 0.5561699258260283
Wrong BIO-Encoding 686/2348 labels, 29.22%
{'C': {'precision': 0.23772102161100198, 'recall': 0.15633074935400518, 'f1-score': 0.18862042088854247, 'support': 774}, 'P': {'precision': 0.26218487394957984, 'recall': 0.30057803468208094, 'f1-score': 0.2800718132854578, 'support': 1038}, 'micro avg': {'precision': 0.2548557975279576, 'recall': 0.23896247240618101, 'f1-score': 0.24665337510680715, 'support': 1812}, 'macro avg': {'precision': 0.24995294778029092, 'recall': 0.22845439201804307, 'f1-score': 0.23434611708700015, 'support': 1812}, 'weighted avg': {'precision': 0.2517350827188628, 'recall': 0.23896247240618101, 'f1-score': 0.24100813904968935, 'support': 1812}}
Token level accuracy: 0.5561699258260283
Wrong BIO-Encoding 37/1699 labels, 2.18%
Test-Data: Prec: 0.261, Rec: 0.239, F1: 0.2493

Scores from epoch with best dev-scores:
  Dev-Score: 0.1947
  Test-Score 0.2267

10.84 sec for evaluation

--------- Epoch 33 -----------
593.35 sec for training (18976.26 total)
-- cmv_modes1 --
{'C': {'precision': 0.07692307692307693, 'recall': 0.1, 'f1-score': 0.08695652173913043, 'support': 20}, 'P': {'precision': 0.18181818181818182, 'recall': 0.08163265306122448, 'f1-score': 0.11267605633802816, 'support': 49}, 'micro avg': {'precision': 0.125, 'recall': 0.08695652173913043, 'f1-score': 0.10256410256410256, 'support': 69}, 'macro avg': {'precision': 0.12937062937062938, 'recall': 0.09081632653061225, 'f1-score': 0.0998162890385793, 'support': 69}, 'weighted avg': {'precision': 0.15141380358771664, 'recall': 0.08695652173913043, 'f1-score': 0.10522111877313027, 'support': 69}}
Token level accuracy: 0.6796116504854369
{'C': {'precision': 0.07692307692307693, 'recall': 0.1, 'f1-score': 0.08695652173913043, 'support': 20}, 'P': {'precision': 0.18181818181818182, 'recall': 0.08163265306122448, 'f1-score': 0.11267605633802816, 'support': 49}, 'micro avg': {'precision': 0.125, 'recall': 0.08695652173913043, 'f1-score': 0.10256410256410256, 'support': 69}, 'macro avg': {'precision': 0.12937062937062938, 'recall': 0.09081632653061225, 'f1-score': 0.0998162890385793, 'support': 69}, 'weighted avg': {'precision': 0.15141380358771664, 'recall': 0.08695652173913043, 'f1-score': 0.10522111877313027, 'support': 69}}
Token level accuracy: 0.6796116504854369
Dev-Data: Prec: 0.125, Rec: 0.087, F1: 0.1026
{'C': {'precision': 0.15325994919559696, 'recall': 0.23385012919896642, 'f1-score': 0.18516624040920718, 'support': 774}, 'P': {'precision': 0.26740947075208915, 'recall': 0.18497109826589594, 'f1-score': 0.21867881548974946, 'support': 1038}, 'micro avg': {'precision': 0.196419167983149, 'recall': 0.20584988962472406, 'f1-score': 0.20102398275397468, 'support': 1812}, 'macro avg': {'precision': 0.21033470997384307, 'recall': 0.2094106137324312, 'f1-score': 0.20192252794947832, 'support': 1812}, 'weighted avg': {'precision': 0.21865023803424977, 'recall': 0.20584988962472406, 'f1-score': 0.20436384136594168, 'support': 1812}}
Token level accuracy: 0.5054843785120252
Wrong BIO-Encoding 295/2180 labels, 13.53%
{'C': {'precision': 0.15325994919559696, 'recall': 0.23385012919896642, 'f1-score': 0.18516624040920718, 'support': 774}, 'P': {'precision': 0.26740947075208915, 'recall': 0.18497109826589594, 'f1-score': 0.21867881548974946, 'support': 1038}, 'micro avg': {'precision': 0.196419167983149, 'recall': 0.20584988962472406, 'f1-score': 0.20102398275397468, 'support': 1812}, 'macro avg': {'precision': 0.21033470997384307, 'recall': 0.2094106137324312, 'f1-score': 0.20192252794947832, 'support': 1812}, 'weighted avg': {'precision': 0.21865023803424977, 'recall': 0.20584988962472406, 'f1-score': 0.20436384136594168, 'support': 1812}}
Token level accuracy: 0.5054843785120252
Wrong BIO-Encoding 14/1899 labels, 0.74%
Test-Data: Prec: 0.198, Rec: 0.206, F1: 0.2018

Scores from epoch with best dev-scores:
  Dev-Score: 0.1947
  Test-Score 0.2267

10.01 sec for evaluation

--------- Epoch 34 -----------
602.43 sec for training (19578.69 total)
-- cmv_modes1 --
{'C': {'precision': 0.1, 'recall': 0.15, 'f1-score': 0.12, 'support': 20}, 'P': {'precision': 0.3333333333333333, 'recall': 0.14285714285714285, 'f1-score': 0.2, 'support': 49}, 'micro avg': {'precision': 0.19607843137254902, 'recall': 0.14492753623188406, 'f1-score': 0.16666666666666666, 'support': 69}, 'macro avg': {'precision': 0.21666666666666667, 'recall': 0.1464285714285714, 'f1-score': 0.16, 'support': 69}, 'weighted avg': {'precision': 0.2657004830917874, 'recall': 0.14492753623188406, 'f1-score': 0.17681159420289858, 'support': 69}}
Token level accuracy: 0.604797258709309
Wrong BIO-Encoding 19/69 labels, 27.54%
{'C': {'precision': 0.1, 'recall': 0.15, 'f1-score': 0.12, 'support': 20}, 'P': {'precision': 0.3333333333333333, 'recall': 0.14285714285714285, 'f1-score': 0.2, 'support': 49}, 'micro avg': {'precision': 0.19607843137254902, 'recall': 0.14492753623188406, 'f1-score': 0.16666666666666666, 'support': 69}, 'macro avg': {'precision': 0.21666666666666667, 'recall': 0.1464285714285714, 'f1-score': 0.16, 'support': 69}, 'weighted avg': {'precision': 0.2657004830917874, 'recall': 0.14492753623188406, 'f1-score': 0.17681159420289858, 'support': 69}}
Token level accuracy: 0.604797258709309
Wrong BIO-Encoding 1/51 labels, 1.96%
Dev-Data: Prec: 0.200, Rec: 0.145, F1: 0.1681
{'C': {'precision': 0.11993097497842968, 'recall': 0.17958656330749354, 'f1-score': 0.1438178996378686, 'support': 774}, 'P': {'precision': 0.19965870307167236, 'recall': 0.11271676300578035, 'f1-score': 0.1440886699507389, 'support': 1038}, 'micro avg': {'precision': 0.1467048710601719, 'recall': 0.141280353200883, 'f1-score': 0.14394152375597413, 'support': 1812}, 'macro avg': {'precision': 0.159794839025051, 'recall': 0.14615166315663694, 'f1-score': 0.14395328479430375, 'support': 1812}, 'weighted avg': {'precision': 0.165602819217274, 'recall': 0.141280353200883, 'f1-score': 0.14397300978398306, 'support': 1812}}
Token level accuracy: 0.47707349966284557
Wrong BIO-Encoding 245/1974 labels, 12.41%
{'C': {'precision': 0.11993097497842968, 'recall': 0.17958656330749354, 'f1-score': 0.1438178996378686, 'support': 774}, 'P': {'precision': 0.19965870307167236, 'recall': 0.11271676300578035, 'f1-score': 0.1440886699507389, 'support': 1038}, 'micro avg': {'precision': 0.1467048710601719, 'recall': 0.141280353200883, 'f1-score': 0.14394152375597413, 'support': 1812}, 'macro avg': {'precision': 0.159794839025051, 'recall': 0.14615166315663694, 'f1-score': 0.14395328479430375, 'support': 1812}, 'weighted avg': {'precision': 0.165602819217274, 'recall': 0.141280353200883, 'f1-score': 0.14397300978398306, 'support': 1812}}
Token level accuracy: 0.47707349966284557
Wrong BIO-Encoding 16/1745 labels, 0.92%
Test-Data: Prec: 0.148, Rec: 0.141, F1: 0.1446

Scores from epoch with best dev-scores:
  Dev-Score: 0.1947
  Test-Score 0.2267

10.84 sec for evaluation

--------- Epoch 35 -----------
590.15 sec for training (20168.84 total)
-- cmv_modes1 --
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 20}, 'P': {'precision': 0.1891891891891892, 'recall': 0.14285714285714285, 'f1-score': 0.16279069767441862, 'support': 49}, 'micro avg': {'precision': 0.15555555555555556, 'recall': 0.10144927536231885, 'f1-score': 0.12280701754385964, 'support': 69}, 'macro avg': {'precision': 0.0945945945945946, 'recall': 0.07142857142857142, 'f1-score': 0.08139534883720931, 'support': 69}, 'weighted avg': {'precision': 0.13435174304739522, 'recall': 0.10144927536231885, 'f1-score': 0.11560498820357265, 'support': 69}}
Token level accuracy: 0.7835522558537978
{'C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 20}, 'P': {'precision': 0.1891891891891892, 'recall': 0.14285714285714285, 'f1-score': 0.16279069767441862, 'support': 49}, 'micro avg': {'precision': 0.15555555555555556, 'recall': 0.10144927536231885, 'f1-score': 0.12280701754385964, 'support': 69}, 'macro avg': {'precision': 0.0945945945945946, 'recall': 0.07142857142857142, 'f1-score': 0.08139534883720931, 'support': 69}, 'weighted avg': {'precision': 0.13435174304739522, 'recall': 0.10144927536231885, 'f1-score': 0.11560498820357265, 'support': 69}}
Token level accuracy: 0.7835522558537978
Dev-Data: Prec: 0.156, Rec: 0.101, F1: 0.1228
{'C': {'precision': 0.18998272884283246, 'recall': 0.1421188630490956, 'f1-score': 0.16260162601626016, 'support': 774}, 'P': {'precision': 0.2483050847457627, 'recall': 0.28227360308285165, 'f1-score': 0.2642019837691614, 'support': 1038}, 'micro avg': {'precision': 0.22910744741330302, 'recall': 0.22240618101545254, 'f1-score': 0.22570708485018204, 'support': 1812}, 'macro avg': {'precision': 0.21914390679429757, 'recall': 0.21219623306597363, 'f1-score': 0.21340180489271077, 'support': 1812}, 'weighted avg': {'precision': 0.22339255523755744, 'recall': 0.22240618101545254, 'f1-score': 0.22080315545749166, 'support': 1812}}
Token level accuracy: 0.5528433355810295
Wrong BIO-Encoding 288/2027 labels, 14.21%
{'C': {'precision': 0.18998272884283246, 'recall': 0.1421188630490956, 'f1-score': 0.16260162601626016, 'support': 774}, 'P': {'precision': 0.2483050847457627, 'recall': 0.28227360308285165, 'f1-score': 0.2642019837691614, 'support': 1038}, 'micro avg': {'precision': 0.22910744741330302, 'recall': 0.22240618101545254, 'f1-score': 0.22570708485018204, 'support': 1812}, 'macro avg': {'precision': 0.21914390679429757, 'recall': 0.21219623306597363, 'f1-score': 0.21340180489271077, 'support': 1812}, 'weighted avg': {'precision': 0.22339255523755744, 'recall': 0.22240618101545254, 'f1-score': 0.22080315545749166, 'support': 1812}}
Token level accuracy: 0.5528433355810295
Wrong BIO-Encoding 20/1759 labels, 1.14%
Test-Data: Prec: 0.232, Rec: 0.222, F1: 0.2270

Scores from epoch with best dev-scores:
  Dev-Score: 0.1947
  Test-Score 0.2267

11.23 sec for evaluation

--------- Epoch 36 -----------
582.42 sec for training (20751.26 total)
-- cmv_modes1 --
{'C': {'precision': 0.15384615384615385, 'recall': 0.1, 'f1-score': 0.12121212121212123, 'support': 20}, 'P': {'precision': 0.20512820512820512, 'recall': 0.16326530612244897, 'f1-score': 0.1818181818181818, 'support': 49}, 'micro avg': {'precision': 0.19230769230769232, 'recall': 0.14492753623188406, 'f1-score': 0.1652892561983471, 'support': 69}, 'macro avg': {'precision': 0.1794871794871795, 'recall': 0.13163265306122449, 'f1-score': 0.15151515151515152, 'support': 69}, 'weighted avg': {'precision': 0.1902638424377555, 'recall': 0.14492753623188406, 'f1-score': 0.16425120772946858, 'support': 69}}
Token level accuracy: 0.7607081667618504
Wrong BIO-Encoding 27/78 labels, 34.62%
{'C': {'precision': 0.15384615384615385, 'recall': 0.1, 'f1-score': 0.12121212121212123, 'support': 20}, 'P': {'precision': 0.20512820512820512, 'recall': 0.16326530612244897, 'f1-score': 0.1818181818181818, 'support': 49}, 'micro avg': {'precision': 0.19230769230769232, 'recall': 0.14492753623188406, 'f1-score': 0.1652892561983471, 'support': 69}, 'macro avg': {'precision': 0.1794871794871795, 'recall': 0.13163265306122449, 'f1-score': 0.15151515151515152, 'support': 69}, 'weighted avg': {'precision': 0.1902638424377555, 'recall': 0.14492753623188406, 'f1-score': 0.16425120772946858, 'support': 69}}
Token level accuracy: 0.7607081667618504
Wrong BIO-Encoding 1/52 labels, 1.92%
Dev-Data: Prec: 0.196, Rec: 0.145, F1: 0.1667
{'C': {'precision': 0.17710843373493976, 'recall': 0.18992248062015504, 'f1-score': 0.18329177057356605, 'support': 774}, 'P': {'precision': 0.21553398058252426, 'recall': 0.2138728323699422, 'f1-score': 0.21470019342359767, 'support': 1038}, 'micro avg': {'precision': 0.19838709677419356, 'recall': 0.20364238410596028, 'f1-score': 0.20098039215686275, 'support': 1812}, 'macro avg': {'precision': 0.19632120715873203, 'recall': 0.20189765649504862, 'f1-score': 0.19899598199858187, 'support': 1812}, 'weighted avg': {'precision': 0.19912041918074147, 'recall': 0.20364238410596028, 'f1-score': 0.20128401280222655, 'support': 1812}}
Token level accuracy: 0.5567543268150146
Wrong BIO-Encoding 277/2120 labels, 13.07%
{'C': {'precision': 0.17710843373493976, 'recall': 0.18992248062015504, 'f1-score': 0.18329177057356605, 'support': 774}, 'P': {'precision': 0.21553398058252426, 'recall': 0.2138728323699422, 'f1-score': 0.21470019342359767, 'support': 1038}, 'micro avg': {'precision': 0.19838709677419356, 'recall': 0.20364238410596028, 'f1-score': 0.20098039215686275, 'support': 1812}, 'macro avg': {'precision': 0.19632120715873203, 'recall': 0.20189765649504862, 'f1-score': 0.19899598199858187, 'support': 1812}, 'weighted avg': {'precision': 0.19912041918074147, 'recall': 0.20364238410596028, 'f1-score': 0.20128401280222655, 'support': 1812}}
Token level accuracy: 0.5567543268150146
Wrong BIO-Encoding 17/1860 labels, 0.91%
Test-Data: Prec: 0.200, Rec: 0.204, F1: 0.2019

Scores from epoch with best dev-scores:
  Dev-Score: 0.1947
  Test-Score 0.2267

10.18 sec for evaluation

--------- Epoch 37 -----------
581.23 sec for training (21332.49 total)
-- cmv_modes1 --
{'C': {'precision': 0.1111111111111111, 'recall': 0.05, 'f1-score': 0.06896551724137932, 'support': 20}, 'P': {'precision': 0.16666666666666666, 'recall': 0.12244897959183673, 'f1-score': 0.1411764705882353, 'support': 49}, 'micro avg': {'precision': 0.15555555555555556, 'recall': 0.10144927536231885, 'f1-score': 0.12280701754385964, 'support': 69}, 'macro avg': {'precision': 0.1388888888888889, 'recall': 0.08622448979591837, 'f1-score': 0.10507099391480731, 'support': 69}, 'weighted avg': {'precision': 0.15056360708534622, 'recall': 0.10144927536231885, 'f1-score': 0.1202457594732046, 'support': 69}}
Token level accuracy: 0.7681324957167333
Wrong BIO-Encoding 37/81 labels, 45.68%
{'C': {'precision': 0.1111111111111111, 'recall': 0.05, 'f1-score': 0.06896551724137932, 'support': 20}, 'P': {'precision': 0.16666666666666666, 'recall': 0.12244897959183673, 'f1-score': 0.1411764705882353, 'support': 49}, 'micro avg': {'precision': 0.15555555555555556, 'recall': 0.10144927536231885, 'f1-score': 0.12280701754385964, 'support': 69}, 'macro avg': {'precision': 0.1388888888888889, 'recall': 0.08622448979591837, 'f1-score': 0.10507099391480731, 'support': 69}, 'weighted avg': {'precision': 0.15056360708534622, 'recall': 0.10144927536231885, 'f1-score': 0.1202457594732046, 'support': 69}}
Token level accuracy: 0.7681324957167333
Wrong BIO-Encoding 1/45 labels, 2.22%
Dev-Data: Prec: 0.159, Rec: 0.101, F1: 0.1239
{'C': {'precision': 0.1870860927152318, 'recall': 0.14599483204134367, 'f1-score': 0.1640058055152395, 'support': 774}, 'P': {'precision': 0.2381422924901186, 'recall': 0.2321772639691715, 'f1-score': 0.2351219512195122, 'support': 1038}, 'micro avg': {'precision': 0.21905940594059406, 'recall': 0.19536423841059603, 'f1-score': 0.20653442240373396, 'support': 1812}, 'macro avg': {'precision': 0.2126141926026752, 'recall': 0.18908604800525758, 'f1-score': 0.19956387836737585, 'support': 1812}, 'weighted avg': {'precision': 0.2163335184140908, 'recall': 0.19536423841059603, 'f1-score': 0.20474452474318378, 'support': 1812}}
Token level accuracy: 0.5477635423690717
Wrong BIO-Encoding 415/2006 labels, 20.69%
{'C': {'precision': 0.1870860927152318, 'recall': 0.14599483204134367, 'f1-score': 0.1640058055152395, 'support': 774}, 'P': {'precision': 0.2381422924901186, 'recall': 0.2321772639691715, 'f1-score': 0.2351219512195122, 'support': 1038}, 'micro avg': {'precision': 0.21905940594059406, 'recall': 0.19536423841059603, 'f1-score': 0.20653442240373396, 'support': 1812}, 'macro avg': {'precision': 0.2126141926026752, 'recall': 0.18908604800525758, 'f1-score': 0.19956387836737585, 'support': 1812}, 'weighted avg': {'precision': 0.2163335184140908, 'recall': 0.19536423841059603, 'f1-score': 0.20474452474318378, 'support': 1812}}
Token level accuracy: 0.5477635423690717
Wrong BIO-Encoding 25/1616 labels, 1.55%
Test-Data: Prec: 0.223, Rec: 0.195, F1: 0.2081

Scores from epoch with best dev-scores:
  Dev-Score: 0.1947
  Test-Score 0.2267

10.09 sec for evaluation

--------- Epoch 38 -----------
566.53 sec for training (21899.02 total)
-- cmv_modes1 --
{'C': {'precision': 0.1111111111111111, 'recall': 0.15, 'f1-score': 0.12765957446808512, 'support': 20}, 'P': {'precision': 0.22727272727272727, 'recall': 0.10204081632653061, 'f1-score': 0.1408450704225352, 'support': 49}, 'micro avg': {'precision': 0.16326530612244897, 'recall': 0.11594202898550725, 'f1-score': 0.13559322033898305, 'support': 69}, 'macro avg': {'precision': 0.16919191919191917, 'recall': 0.12602040816326532, 'f1-score': 0.13425232244531016, 'support': 69}, 'weighted avg': {'precision': 0.1936026936026936, 'recall': 0.11594202898550725, 'f1-score': 0.1370231875371873, 'support': 69}}
Token level accuracy: 0.6944603083952028
Wrong BIO-Encoding 18/66 labels, 27.27%
{'C': {'precision': 0.1111111111111111, 'recall': 0.15, 'f1-score': 0.12765957446808512, 'support': 20}, 'P': {'precision': 0.22727272727272727, 'recall': 0.10204081632653061, 'f1-score': 0.1408450704225352, 'support': 49}, 'micro avg': {'precision': 0.16326530612244897, 'recall': 0.11594202898550725, 'f1-score': 0.13559322033898305, 'support': 69}, 'macro avg': {'precision': 0.16919191919191917, 'recall': 0.12602040816326532, 'f1-score': 0.13425232244531016, 'support': 69}, 'weighted avg': {'precision': 0.1936026936026936, 'recall': 0.11594202898550725, 'f1-score': 0.1370231875371873, 'support': 69}}
Token level accuracy: 0.6944603083952028
Wrong BIO-Encoding 1/49 labels, 2.04%
Dev-Data: Prec: 0.167, Rec: 0.116, F1: 0.1368
{'C': {'precision': 0.1661392405063291, 'recall': 0.2713178294573643, 'f1-score': 0.20608439646712462, 'support': 774}, 'P': {'precision': 0.2994652406417112, 'recall': 0.16184971098265896, 'f1-score': 0.21013133208255158, 'support': 1038}, 'micro avg': {'precision': 0.20712328767123286, 'recall': 0.20860927152317882, 'f1-score': 0.2078636238658235, 'support': 1812}, 'macro avg': {'precision': 0.23280224057402016, 'recall': 0.21658377022001163, 'f1-score': 0.2081078642748381, 'support': 1812}, 'weighted avg': {'precision': 0.2425147306501076, 'recall': 0.20860927152317882, 'f1-score': 0.20840267415410763, 'support': 1812}}
Token level accuracy: 0.46961114857271297
Wrong BIO-Encoding 472/2276 labels, 20.74%
{'C': {'precision': 0.1661392405063291, 'recall': 0.2713178294573643, 'f1-score': 0.20608439646712462, 'support': 774}, 'P': {'precision': 0.2994652406417112, 'recall': 0.16184971098265896, 'f1-score': 0.21013133208255158, 'support': 1038}, 'micro avg': {'precision': 0.20712328767123286, 'recall': 0.20860927152317882, 'f1-score': 0.2078636238658235, 'support': 1812}, 'macro avg': {'precision': 0.23280224057402016, 'recall': 0.21658377022001163, 'f1-score': 0.2081078642748381, 'support': 1812}, 'weighted avg': {'precision': 0.2425147306501076, 'recall': 0.20860927152317882, 'f1-score': 0.20840267415410763, 'support': 1812}}
Token level accuracy: 0.46961114857271297
Wrong BIO-Encoding 21/1825 labels, 1.15%
Test-Data: Prec: 0.210, Rec: 0.209, F1: 0.2091

Scores from epoch with best dev-scores:
  Dev-Score: 0.1947
  Test-Score 0.2267

10.05 sec for evaluation

--------- Epoch 39 -----------
574.31 sec for training (22473.33 total)
-- cmv_modes1 --
{'C': {'precision': 0.2, 'recall': 0.1, 'f1-score': 0.13333333333333333, 'support': 20}, 'P': {'precision': 0.17142857142857143, 'recall': 0.12244897959183673, 'f1-score': 0.14285714285714288, 'support': 49}, 'micro avg': {'precision': 0.17777777777777778, 'recall': 0.11594202898550725, 'f1-score': 0.14035087719298248, 'support': 69}, 'macro avg': {'precision': 0.18571428571428572, 'recall': 0.11122448979591837, 'f1-score': 0.1380952380952381, 'support': 69}, 'weighted avg': {'precision': 0.17971014492753623, 'recall': 0.11594202898550725, 'f1-score': 0.14009661835748793, 'support': 69}}
Token level accuracy: 0.8001142204454598
Wrong BIO-Encoding 30/74 labels, 40.54%
{'C': {'precision': 0.2, 'recall': 0.1, 'f1-score': 0.13333333333333333, 'support': 20}, 'P': {'precision': 0.17142857142857143, 'recall': 0.12244897959183673, 'f1-score': 0.14285714285714288, 'support': 49}, 'micro avg': {'precision': 0.17777777777777778, 'recall': 0.11594202898550725, 'f1-score': 0.14035087719298248, 'support': 69}, 'macro avg': {'precision': 0.18571428571428572, 'recall': 0.11122448979591837, 'f1-score': 0.1380952380952381, 'support': 69}, 'weighted avg': {'precision': 0.17971014492753623, 'recall': 0.11594202898550725, 'f1-score': 0.14009661835748793, 'support': 69}}
Token level accuracy: 0.8001142204454598
Wrong BIO-Encoding 1/45 labels, 2.22%
Dev-Data: Prec: 0.182, Rec: 0.116, F1: 0.1416
{'C': {'precision': 0.18133333333333335, 'recall': 0.17571059431524547, 'f1-score': 0.1784776902887139, 'support': 774}, 'P': {'precision': 0.24542829643888353, 'recall': 0.24566473988439305, 'f1-score': 0.2455464612421762, 'support': 1038}, 'micro avg': {'precision': 0.21855785354946897, 'recall': 0.21578366445916114, 'f1-score': 0.2171618994723688, 'support': 1812}, 'macro avg': {'precision': 0.21338081488610844, 'recall': 0.21068766709981926, 'f1-score': 0.21201207576544506, 'support': 1812}, 'weighted avg': {'precision': 0.21804998438386378, 'recall': 0.21578366445916114, 'f1-score': 0.21689788027198867, 'support': 1812}}
Token level accuracy: 0.5464149247021802
Wrong BIO-Encoding 262/2038 labels, 12.86%
{'C': {'precision': 0.18133333333333335, 'recall': 0.17571059431524547, 'f1-score': 0.1784776902887139, 'support': 774}, 'P': {'precision': 0.24542829643888353, 'recall': 0.24566473988439305, 'f1-score': 0.2455464612421762, 'support': 1038}, 'micro avg': {'precision': 0.21855785354946897, 'recall': 0.21578366445916114, 'f1-score': 0.2171618994723688, 'support': 1812}, 'macro avg': {'precision': 0.21338081488610844, 'recall': 0.21068766709981926, 'f1-score': 0.21201207576544506, 'support': 1812}, 'weighted avg': {'precision': 0.21804998438386378, 'recall': 0.21578366445916114, 'f1-score': 0.21689788027198867, 'support': 1812}}
Token level accuracy: 0.5464149247021802
Wrong BIO-Encoding 13/1789 labels, 0.73%
Test-Data: Prec: 0.220, Rec: 0.216, F1: 0.2179

Scores from epoch with best dev-scores:
  Dev-Score: 0.1947
  Test-Score 0.2267

9.98 sec for evaluation

--------- Epoch 40 -----------
570.16 sec for training (23043.48 total)
-- cmv_modes1 --
{'C': {'precision': 0.2857142857142857, 'recall': 0.1, 'f1-score': 0.14814814814814817, 'support': 20}, 'P': {'precision': 0.21951219512195122, 'recall': 0.1836734693877551, 'f1-score': 0.2, 'support': 49}, 'micro avg': {'precision': 0.22916666666666666, 'recall': 0.15942028985507245, 'f1-score': 0.188034188034188, 'support': 69}, 'macro avg': {'precision': 0.25261324041811845, 'recall': 0.14183673469387756, 'f1-score': 0.1740740740740741, 'support': 69}, 'weighted avg': {'precision': 0.23870120688784527, 'recall': 0.15942028985507245, 'f1-score': 0.18497047772410094, 'support': 69}}
Token level accuracy: 0.7806967447173044
Wrong BIO-Encoding 27/74 labels, 36.49%
{'C': {'precision': 0.2857142857142857, 'recall': 0.1, 'f1-score': 0.14814814814814817, 'support': 20}, 'P': {'precision': 0.21951219512195122, 'recall': 0.1836734693877551, 'f1-score': 0.2, 'support': 49}, 'micro avg': {'precision': 0.22916666666666666, 'recall': 0.15942028985507245, 'f1-score': 0.188034188034188, 'support': 69}, 'macro avg': {'precision': 0.25261324041811845, 'recall': 0.14183673469387756, 'f1-score': 0.1740740740740741, 'support': 69}, 'weighted avg': {'precision': 0.23870120688784527, 'recall': 0.15942028985507245, 'f1-score': 0.18497047772410094, 'support': 69}}
Token level accuracy: 0.7806967447173044
Wrong BIO-Encoding 1/48 labels, 2.08%
Dev-Data: Prec: 0.234, Rec: 0.159, F1: 0.1897
{'C': {'precision': 0.18989547038327526, 'recall': 0.14082687338501293, 'f1-score': 0.16172106824925817, 'support': 774}, 'P': {'precision': 0.23217247097844113, 'recall': 0.2697495183044316, 'f1-score': 0.24955436720142601, 'support': 1038}, 'micro avg': {'precision': 0.21853932584269664, 'recall': 0.21467991169977924, 'f1-score': 0.21659242761692651, 'support': 1812}, 'macro avg': {'precision': 0.2110339706808582, 'recall': 0.20528819584472227, 'f1-score': 0.2056377177253421, 'support': 1812}, 'weighted avg': {'precision': 0.2141137521811683, 'recall': 0.21467991169977924, 'f1-score': 0.21203616996689073, 'support': 1812}}
Token level accuracy: 0.556214879748258
Wrong BIO-Encoding 228/1993 labels, 11.44%
{'C': {'precision': 0.18989547038327526, 'recall': 0.14082687338501293, 'f1-score': 0.16172106824925817, 'support': 774}, 'P': {'precision': 0.23217247097844113, 'recall': 0.2697495183044316, 'f1-score': 0.24955436720142601, 'support': 1038}, 'micro avg': {'precision': 0.21853932584269664, 'recall': 0.21467991169977924, 'f1-score': 0.21659242761692651, 'support': 1812}, 'macro avg': {'precision': 0.2110339706808582, 'recall': 0.20528819584472227, 'f1-score': 0.2056377177253421, 'support': 1812}, 'weighted avg': {'precision': 0.2141137521811683, 'recall': 0.21467991169977924, 'f1-score': 0.21203616996689073, 'support': 1812}}
Token level accuracy: 0.556214879748258
Wrong BIO-Encoding 15/1780 labels, 0.84%
Test-Data: Prec: 0.220, Rec: 0.215, F1: 0.2175

Scores from epoch with best dev-scores:
  Dev-Score: 0.1947
  Test-Score 0.2267

9.74 sec for evaluation
Cleaning up...
