META DATA
---------
Model Name: BERT
Gradient Model File: ../sst_attack_models/experiment_29/model_iter400_epoch0.th
Predictive Model File: ../sst_regularized_models/anonymn/BERT_low_grad_high_acc_SST_ep0_7800.th
Baseline Model File: ../sst_baseline_models/anonymn/BERT_matched_accfixed3_SA.th
Cuda: True

Baseline
--------
attack_effectiveness: 0.944
average_flips_needed: 2.871
flip_1_rate: 0.317
flip_2_rate: 0.547
flip_3_rate: 0.716

Regularized 
-----------
attack_effectiveness: 0.999
average_flips_needed: 2.685
flip_1_rate: 0.333
flip_2_rate: 0.580
flip_3_rate: 0.737

Combined 
--------
attack_effectiveness: 0.995
average_flips_needed: 6.553
flip_1_rate: 0.060
flip_2_rate: 0.134
flip_3_rate: 0.242

Simple Combined
---------------
attack_effectiveness: 0.991
average_flips_needed: 4.480
flip_1_rate: 0.109
flip_2_rate: 0.272
flip_3_rate: 0.419
