deviation 1/5   epoch 1/120   accuracy 0.6616314202547073...
saved to../trained_model/attbilstm-1.ckpt-1
deviation 1/5   epoch 2/120   accuracy 0.6684290021657944...
saved to../trained_model/attbilstm-1.ckpt-2
deviation 1/5   epoch 3/120   accuracy 0.6691842973232269...
saved to../trained_model/attbilstm-1.ckpt-3
deviation 1/5   epoch 4/120   accuracy 0.6756042242050171...
saved to../trained_model/attbilstm-1.ckpt-4
deviation 1/5   epoch 5/120   accuracy 0.697885200381279...
saved to../trained_model/attbilstm-1.ckpt-5
deviation 1/5   epoch 6/120   accuracy 0.719788521528244...
saved to../trained_model/attbilstm-1.ckpt-6
deviation 1/5   epoch 7/120   accuracy 0.7288519665598869...
saved to../trained_model/attbilstm-1.ckpt-7
deviation 1/5   epoch 8/120   accuracy 0.7360271885991096...
saved to../trained_model/attbilstm-1.ckpt-8
deviation 1/5   epoch 9/120   accuracy 0.7420694753527641...
saved to../trained_model/attbilstm-1.ckpt-9
deviation 1/5   epoch 10/120   accuracy 0.7515105605125427...
saved to../trained_model/attbilstm-1.ckpt-10
deviation 1/5   epoch 11/120   accuracy 0.752643495798111...
saved to../trained_model/attbilstm-1.ckpt-11
deviation 1/5   epoch 12/120   accuracy 0.7605740204453468...
saved to../trained_model/attbilstm-1.ckpt-12
deviation 1/5   epoch 13/120   accuracy 0.7586858049035072...
deviation 1/5   epoch 14/120   accuracy 0.7666163146495819...
saved to../trained_model/attbilstm-1.ckpt-14
deviation 1/5   epoch 15/120   accuracy 0.7669939547777176...
saved to../trained_model/attbilstm-1.ckpt-15
deviation 1/5   epoch 16/120   accuracy 0.7692598253488541...
saved to../trained_model/attbilstm-1.ckpt-16
deviation 1/5   epoch 17/120   accuracy 0.7722809612751007...
saved to../trained_model/attbilstm-1.ckpt-17
deviation 1/5   epoch 18/120   accuracy 0.7692598178982735...
deviation 1/5   epoch 19/120   accuracy 0.7737915441393852...
saved to../trained_model/attbilstm-1.ckpt-19
deviation 1/5   epoch 20/120   accuracy 0.772658608853817...
deviation 1/5   epoch 21/120   accuracy 0.7760573998093605...
saved to../trained_model/attbilstm-1.ckpt-21
deviation 1/5   epoch 22/120   accuracy 0.7749244719743729...
deviation 1/5   epoch 23/120   accuracy 0.7794561982154846...
saved to../trained_model/attbilstm-1.ckpt-23
deviation 1/5   epoch 24/120   accuracy 0.7805891260504723...
saved to../trained_model/attbilstm-1.ckpt-24
deviation 1/5   epoch 25/120   accuracy 0.7798338308930397...
deviation 1/5   epoch 26/120   accuracy 0.7768126949667931...
deviation 1/5   epoch 27/120   accuracy 0.7764350399374962...
deviation 1/5   epoch 28/120   accuracy 0.7768126949667931...
deviation 1/5   epoch 29/120   accuracy 0.7760573998093605...
deviation 1/5   epoch 30/120   accuracy 0.7787009030580521...
deviation 1/5   epoch 31/120   accuracy 0.7787009105086327...
deviation 1/5   epoch 32/120   accuracy 0.7813444137573242...
saved to../trained_model/attbilstm-1.ckpt-32
deviation 1/5   epoch 33/120   accuracy 0.7817220538854599...
saved to../trained_model/attbilstm-1.ckpt-33
deviation 1/5   epoch 34/120   accuracy 0.7832326292991638...
saved to../trained_model/attbilstm-1.ckpt-34
deviation 1/5   epoch 35/120   accuracy 0.7779456153512001...
deviation 1/5   epoch 36/120   accuracy 0.7817220464348793...
deviation 1/5   epoch 37/120   accuracy 0.7854984849691391...
saved to../trained_model/attbilstm-1.ckpt-37
deviation 1/5   epoch 38/120   accuracy 0.7820997014641762...
deviation 1/5   epoch 39/120   accuracy 0.7817220464348793...
deviation 1/5   epoch 40/120   accuracy 0.7877643629908562...
saved to../trained_model/attbilstm-1.ckpt-40
deviation 1/5   epoch 41/120   accuracy 0.7805891111493111...
deviation 1/5   epoch 42/120   accuracy 0.7790785431861877...
deviation 1/5   epoch 43/120   accuracy 0.7854984924197197...
deviation 1/5   epoch 44/120   accuracy 0.7832326218485832...
deviation 1/5   epoch 45/120   accuracy 0.7685045376420021...
deviation 1/5   epoch 46/120   accuracy 0.7787009105086327...
deviation 1/5   epoch 47/120   accuracy 0.7851208448410034...
deviation 1/5   epoch 48/120   accuracy 0.7722809612751007...
deviation 1/5   epoch 49/120   accuracy 0.7703927606344223...
deviation 1/5   epoch 50/120   accuracy 0.7817220538854599...
deviation 1/5   epoch 51/120   accuracy 0.764350451529026...
deviation 1/5   epoch 52/120   accuracy 0.7722809687256813...
deviation 1/5   epoch 53/120   accuracy 0.7836102694272995...
deviation 1/5   epoch 54/120   accuracy 0.7662386670708656...
deviation 1/5   epoch 55/120   accuracy 0.7851208373904228...
deviation 1/5   epoch 56/120   accuracy 0.7817220538854599...
deviation 1/5   epoch 57/120   accuracy 0.7711480334401131...
deviation 1/5   epoch 58/120   accuracy 0.7722809687256813...
deviation 1/5   epoch 59/120   accuracy 0.767749235033989...
deviation 1/5   epoch 60/120   accuracy 0.7836102694272995...
deviation 1/5   epoch 61/120   accuracy 0.7809667661786079...
deviation 1/5   epoch 62/120   accuracy 0.7783232629299164...
deviation 1/5   epoch 63/120   accuracy 0.7715256810188293...
deviation 1/5   epoch 64/120   accuracy 0.7741691842675209...
deviation 1/5   epoch 65/120   accuracy 0.7654833793640137...
deviation 1/5   epoch 66/120   accuracy 0.7768126875162125...
deviation 1/5   epoch 67/120   accuracy 0.7382930517196655...
deviation 1/5   epoch 68/120   accuracy 0.7783232629299164...
deviation 1/5   epoch 69/120   accuracy 0.7598187327384949...
deviation 1/5   epoch 70/120   accuracy 0.743202418088913...
deviation 1/5   epoch 71/120   accuracy 0.737537756562233...
deviation 1/5   epoch 72/120   accuracy 0.7711480334401131...
deviation 1/5   epoch 73/120   accuracy 0.7326283901929855...
deviation 1/5   epoch 74/120   accuracy 0.7450906187295914...
deviation 1/5   epoch 75/120   accuracy 0.7432024255394936...
deviation 1/5   epoch 76/120   accuracy 0.7443353459239006...
deviation 1/5   epoch 77/120   accuracy 0.7556646540760994...
deviation 1/5   epoch 78/120   accuracy 0.7450906410813332...
deviation 1/5   epoch 79/120   accuracy 0.7401812747120857...
deviation 1/5   epoch 80/120   accuracy 0.7160120829939842...
deviation 1/5   epoch 81/120   accuracy 0.7416918501257896...
deviation 1/5   epoch 82/120   accuracy 0.7522658705711365...
deviation 1/5   epoch 83/120   accuracy 0.7394259870052338...
deviation 1/5   epoch 84/120   accuracy 0.7477341368794441...
deviation 1/5   epoch 85/120   accuracy 0.7428247779607773...
deviation 1/5   epoch 86/120   accuracy 0.7394259870052338...
deviation 1/5   epoch 87/120   accuracy 0.7307401895523071...
deviation 1/5   epoch 88/120   accuracy 0.758685790002346...
deviation 1/5   epoch 89/120   accuracy 0.7473564967513084...
deviation 1/5   epoch 90/120   accuracy 0.7454682812094688...
deviation 1/5   epoch 91/120   accuracy 0.7220543771982193...
deviation 1/5   epoch 92/120   accuracy 0.7703927457332611...
deviation 1/5   epoch 93/120   accuracy 0.7764350399374962...
deviation 1/5   epoch 94/120   accuracy 0.7420694828033447...
deviation 1/5   epoch 95/120   accuracy 0.7556646466255188...
deviation 1/5   epoch 96/120   accuracy 0.7533987984061241...
deviation 1/5   epoch 97/120   accuracy 0.7386706992983818...
deviation 1/5   epoch 98/120   accuracy 0.7462235689163208...
deviation 1/5   epoch 99/120   accuracy 0.7481117770075798...
deviation 1/5   epoch 100/120   accuracy 0.7379154041409492...
deviation 1/5   epoch 101/120   accuracy 0.7262084558606148...
deviation 1/5   epoch 102/120   accuracy 0.741691842675209...
deviation 1/5   epoch 103/120   accuracy 0.7590634450316429...
deviation 1/5   epoch 104/120   accuracy 0.7364048287272453...
deviation 1/5   epoch 105/120   accuracy 0.7371601164340973...
deviation 1/5   epoch 106/120   accuracy 0.7413141950964928...
deviation 1/5   epoch 107/120   accuracy 0.7749244719743729...
deviation 1/5   epoch 108/120   accuracy 0.7666163221001625...
deviation 1/5   epoch 109/120   accuracy 0.7246978804469109...
deviation 1/5   epoch 110/120   accuracy 0.7243202477693558...
deviation 1/5   epoch 111/120   accuracy 0.7360271885991096...
deviation 1/5   epoch 112/120   accuracy 0.7311178222298622...
deviation 1/5   epoch 113/120   accuracy 0.7197885140776634...
deviation 1/5   epoch 114/120   accuracy 0.7473564967513084...
deviation 1/5   epoch 115/120   accuracy 0.7503776475787163...
deviation 1/5   epoch 116/120   accuracy 0.7356495410203934...
deviation 1/5   epoch 117/120   accuracy 0.7171450108289719...
deviation 1/5   epoch 118/120   accuracy 0.7375377640128136...
deviation 1/5   epoch 119/120   accuracy 0.728096678853035...
deviation 1/5   epoch 120/120   accuracy 0.7318731099367142...

deviation 2/5   epoch 1/120   accuracy 0.6680513620376587...
saved to../trained_model/attbilstm-2.ckpt-1
deviation 2/5   epoch 2/120   accuracy 0.6714501678943634...
saved to../trained_model/attbilstm-2.ckpt-2
deviation 2/5   epoch 3/120   accuracy 0.6884441077709198...
saved to../trained_model/attbilstm-2.ckpt-3
deviation 2/5   epoch 4/120   accuracy 0.7118580117821693...
saved to../trained_model/attbilstm-2.ckpt-4
deviation 2/5   epoch 5/120   accuracy 0.721676729619503...
saved to../trained_model/attbilstm-2.ckpt-5
deviation 2/5   epoch 6/120   accuracy 0.7269637510180473...
saved to../trained_model/attbilstm-2.ckpt-6
deviation 2/5   epoch 7/120   accuracy 0.734894260764122...
saved to../trained_model/attbilstm-2.ckpt-7
deviation 2/5   epoch 8/120   accuracy 0.7469788566231728...
saved to../trained_model/attbilstm-2.ckpt-8
deviation 2/5   epoch 9/120   accuracy 0.7620845958590508...
saved to../trained_model/attbilstm-2.ckpt-9
deviation 2/5   epoch 10/120   accuracy 0.76586102694273...
saved to../trained_model/attbilstm-2.ckpt-10
deviation 2/5   epoch 11/120   accuracy 0.7703927531838417...
saved to../trained_model/attbilstm-2.ckpt-11
deviation 2/5   epoch 12/120   accuracy 0.7711480334401131...
saved to../trained_model/attbilstm-2.ckpt-12
deviation 2/5   epoch 13/120   accuracy 0.7715256884694099...
saved to../trained_model/attbilstm-2.ckpt-13
deviation 2/5   epoch 14/120   accuracy 0.7741691917181015...
saved to../trained_model/attbilstm-2.ckpt-14
deviation 2/5   epoch 15/120   accuracy 0.7775679752230644...
saved to../trained_model/attbilstm-2.ckpt-15
deviation 2/5   epoch 16/120   accuracy 0.7779456228017807...
saved to../trained_model/attbilstm-2.ckpt-16
deviation 2/5   epoch 17/120   accuracy 0.7783232629299164...
saved to../trained_model/attbilstm-2.ckpt-17
deviation 2/5   epoch 18/120   accuracy 0.7813444212079048...
saved to../trained_model/attbilstm-2.ckpt-18
deviation 2/5   epoch 19/120   accuracy 0.7824773341417313...
saved to../trained_model/attbilstm-2.ckpt-19
deviation 2/5   epoch 20/120   accuracy 0.7813444137573242...
deviation 2/5   epoch 21/120   accuracy 0.7851208448410034...
saved to../trained_model/attbilstm-2.ckpt-21
deviation 2/5   epoch 22/120   accuracy 0.7851208448410034...
deviation 2/5   epoch 23/120   accuracy 0.785876139998436...
saved to../trained_model/attbilstm-2.ckpt-23
deviation 2/5   epoch 24/120   accuracy 0.7854984849691391...
deviation 2/5   epoch 25/120   accuracy 0.785876139998436...
deviation 2/5   epoch 26/120   accuracy 0.7873867079615593...
saved to../trained_model/attbilstm-2.ckpt-26
deviation 2/5   epoch 27/120   accuracy 0.7881419956684113...
saved to../trained_model/attbilstm-2.ckpt-27
deviation 2/5   epoch 28/120   accuracy 0.7892749235033989...
saved to../trained_model/attbilstm-2.ckpt-28
deviation 2/5   epoch 29/120   accuracy 0.7870090678334236...
deviation 2/5   epoch 30/120   accuracy 0.7858761250972748...
deviation 2/5   epoch 31/120   accuracy 0.7843655645847321...
deviation 2/5   epoch 32/120   accuracy 0.7862537726759911...
deviation 2/5   epoch 33/120   accuracy 0.7881419882178307...
deviation 2/5   epoch 34/120   accuracy 0.7888972759246826...
deviation 2/5   epoch 35/120   accuracy 0.7900302186608315...
saved to../trained_model/attbilstm-2.ckpt-35
deviation 2/5   epoch 36/120   accuracy 0.7907855063676834...
saved to../trained_model/attbilstm-2.ckpt-36
deviation 2/5   epoch 37/120   accuracy 0.7881419956684113...
deviation 2/5   epoch 38/120   accuracy 0.7892749160528183...
deviation 2/5   epoch 39/120   accuracy 0.7904078513383865...
deviation 2/5   epoch 40/120   accuracy 0.7851208448410034...
deviation 2/5   epoch 41/120   accuracy 0.7813444063067436...
deviation 2/5   epoch 42/120   accuracy 0.7870090678334236...
deviation 2/5   epoch 43/120   accuracy 0.7881419956684113...
deviation 2/5   epoch 44/120   accuracy 0.7892749235033989...
deviation 2/5   epoch 45/120   accuracy 0.7888972833752632...
deviation 2/5   epoch 46/120   accuracy 0.7847431972622871...
deviation 2/5   epoch 47/120   accuracy 0.7862537801265717...
deviation 2/5   epoch 48/120   accuracy 0.787764348089695...
deviation 2/5   epoch 49/120   accuracy 0.7839879170060158...
deviation 2/5   epoch 50/120   accuracy 0.7722809612751007...
deviation 2/5   epoch 51/120   accuracy 0.7764350473880768...
deviation 2/5   epoch 52/120   accuracy 0.7824773415923119...
deviation 2/5   epoch 53/120   accuracy 0.7817220538854599...
deviation 2/5   epoch 54/120   accuracy 0.7832326367497444...
deviation 2/5   epoch 55/120   accuracy 0.767749235033989...
deviation 2/5   epoch 56/120   accuracy 0.7832326292991638...
deviation 2/5   epoch 57/120   accuracy 0.783987931907177...
deviation 2/5   epoch 58/120   accuracy 0.7779456302523613...
deviation 2/5   epoch 59/120   accuracy 0.774546816945076...
deviation 2/5   epoch 60/120   accuracy 0.7688821703195572...
deviation 2/5   epoch 61/120   accuracy 0.7719033136963844...
deviation 2/5   epoch 62/120   accuracy 0.7866314277052879...
deviation 2/5   epoch 63/120   accuracy 0.7696374580264091...
deviation 2/5   epoch 64/120   accuracy 0.7820997014641762...
deviation 2/5   epoch 65/120   accuracy 0.7533987909555435...
deviation 2/5   epoch 66/120   accuracy 0.787009060382843...
deviation 2/5   epoch 67/120   accuracy 0.7715256735682487...
deviation 2/5   epoch 68/120   accuracy 0.7639727964997292...
deviation 2/5   epoch 69/120   accuracy 0.7741691768169403...
deviation 2/5   epoch 70/120   accuracy 0.7590634450316429...
deviation 2/5   epoch 71/120   accuracy 0.7620845884084702...
deviation 2/5   epoch 72/120   accuracy 0.7730362564325333...
deviation 2/5   epoch 73/120   accuracy 0.7839879170060158...
deviation 2/5   epoch 74/120   accuracy 0.766993947327137...
deviation 2/5   epoch 75/120   accuracy 0.7696374729275703...
deviation 2/5   epoch 76/120   accuracy 0.7677492424845695...
deviation 2/5   epoch 77/120   accuracy 0.7711480483412743...
deviation 2/5   epoch 78/120   accuracy 0.7560422942042351...
deviation 2/5   epoch 79/120   accuracy 0.75...
deviation 2/5   epoch 80/120   accuracy 0.7530211359262466...
deviation 2/5   epoch 81/120   accuracy 0.7677492499351501...
deviation 2/5   epoch 82/120   accuracy 0.7473564967513084...
deviation 2/5   epoch 83/120   accuracy 0.7507552951574326...
deviation 2/5   epoch 84/120   accuracy 0.7428247779607773...
deviation 2/5   epoch 85/120   accuracy 0.745090626180172...
deviation 2/5   epoch 86/120   accuracy 0.7416918352246284...
deviation 2/5   epoch 87/120   accuracy 0.7620845884084702...
deviation 2/5   epoch 88/120   accuracy 0.7549093663692474...
deviation 2/5   epoch 89/120   accuracy 0.7598187401890755...
deviation 2/5   epoch 90/120   accuracy 0.7669939622282982...
deviation 2/5   epoch 91/120   accuracy 0.7481117770075798...
deviation 2/5   epoch 92/120   accuracy 0.7450906336307526...
deviation 2/5   epoch 93/120   accuracy 0.763972818851471...
deviation 2/5   epoch 94/120   accuracy 0.7507552802562714...
deviation 2/5   epoch 95/120   accuracy 0.7673715949058533...
deviation 2/5   epoch 96/120   accuracy 0.7439577057957649...
deviation 2/5   epoch 97/120   accuracy 0.7700150981545448...
deviation 2/5   epoch 98/120   accuracy 0.7454682812094688...
deviation 2/5   epoch 99/120   accuracy 0.7628398761153221...
deviation 2/5   epoch 100/120   accuracy 0.7537764385342598...
deviation 2/5   epoch 101/120   accuracy 0.734894260764122...
deviation 2/5   epoch 102/120   accuracy 0.7681268900632858...
deviation 2/5   epoch 103/120   accuracy 0.7522658556699753...
deviation 2/5   epoch 104/120   accuracy 0.7209214493632317...
deviation 2/5   epoch 105/120   accuracy 0.737537756562233...
deviation 2/5   epoch 106/120   accuracy 0.7394259795546532...
deviation 2/5   epoch 107/120   accuracy 0.7439576983451843...
deviation 2/5   epoch 108/120   accuracy 0.7575528547167778...
deviation 2/5   epoch 109/120   accuracy 0.7745468243956566...
deviation 2/5   epoch 110/120   accuracy 0.7416918575763702...
deviation 2/5   epoch 111/120   accuracy 0.7560422942042351...
deviation 2/5   epoch 112/120   accuracy 0.7413142025470734...
deviation 2/5   epoch 113/120   accuracy 0.7352719008922577...
deviation 2/5   epoch 114/120   accuracy 0.7692598104476929...
deviation 2/5   epoch 115/120   accuracy 0.7326284050941467...
deviation 2/5   epoch 116/120   accuracy 0.7681268826127052...
deviation 2/5   epoch 117/120   accuracy 0.7469788566231728...
deviation 2/5   epoch 118/120   accuracy 0.7598187252879143...
deviation 2/5   epoch 119/120   accuracy 0.7367824837565422...
deviation 2/5   epoch 120/120   accuracy 0.743202418088913...

deviation 3/5   epoch 1/120   accuracy 0.6672960668802261...
saved to../trained_model/attbilstm-3.ckpt-1
deviation 3/5   epoch 2/120   accuracy 0.6695619374513626...
saved to../trained_model/attbilstm-3.ckpt-2
deviation 3/5   epoch 3/120   accuracy 0.6839123740792274...
saved to../trained_model/attbilstm-3.ckpt-3
deviation 3/5   epoch 4/120   accuracy 0.6997734159231186...
saved to../trained_model/attbilstm-3.ckpt-4
deviation 3/5   epoch 5/120   accuracy 0.714879147708416...
saved to../trained_model/attbilstm-3.ckpt-5
deviation 3/5   epoch 6/120   accuracy 0.7296072542667389...
saved to../trained_model/attbilstm-3.ckpt-6
deviation 3/5   epoch 7/120   accuracy 0.7435800582170486...
saved to../trained_model/attbilstm-3.ckpt-7
deviation 3/5   epoch 8/120   accuracy 0.7537764310836792...
saved to../trained_model/attbilstm-3.ckpt-8
deviation 3/5   epoch 9/120   accuracy 0.7571752369403839...
saved to../trained_model/attbilstm-3.ckpt-9
deviation 3/5   epoch 10/120   accuracy 0.7605740204453468...
saved to../trained_model/attbilstm-3.ckpt-10
deviation 3/5   epoch 11/120   accuracy 0.762462243437767...
saved to../trained_model/attbilstm-3.ckpt-11
deviation 3/5   epoch 12/120   accuracy 0.7624622359871864...
deviation 3/5   epoch 13/120   accuracy 0.7669939547777176...
saved to../trained_model/attbilstm-3.ckpt-13
deviation 3/5   epoch 14/120   accuracy 0.7658610343933105...
deviation 3/5   epoch 15/120   accuracy 0.7688821703195572...
saved to../trained_model/attbilstm-3.ckpt-15
deviation 3/5   epoch 16/120   accuracy 0.7703927606344223...
saved to../trained_model/attbilstm-3.ckpt-16
deviation 3/5   epoch 17/120   accuracy 0.7707703858613968...
saved to../trained_model/attbilstm-3.ckpt-17
deviation 3/5   epoch 18/120   accuracy 0.7703927606344223...
deviation 3/5   epoch 19/120   accuracy 0.7756797596812248...
saved to../trained_model/attbilstm-3.ckpt-19
deviation 3/5   epoch 20/120   accuracy 0.7756797522306442...
deviation 3/5   epoch 21/120   accuracy 0.7737915366888046...
deviation 3/5   epoch 22/120   accuracy 0.7741691917181015...
deviation 3/5   epoch 23/120   accuracy 0.7790785506367683...
saved to../trained_model/attbilstm-3.ckpt-23
deviation 3/5   epoch 24/120   accuracy 0.7768126949667931...
deviation 3/5   epoch 25/120   accuracy 0.7787009105086327...
deviation 3/5   epoch 26/120   accuracy 0.7764350473880768...
deviation 3/5   epoch 27/120   accuracy 0.780211478471756...
saved to../trained_model/attbilstm-3.ckpt-27
deviation 3/5   epoch 28/120   accuracy 0.7749244719743729...
deviation 3/5   epoch 29/120   accuracy 0.7753021195530891...
deviation 3/5   epoch 30/120   accuracy 0.7813443914055824...
saved to../trained_model/attbilstm-3.ckpt-30
deviation 3/5   epoch 31/120   accuracy 0.7832326218485832...
saved to../trained_model/attbilstm-3.ckpt-31
deviation 3/5   epoch 32/120   accuracy 0.7787009030580521...
deviation 3/5   epoch 33/120   accuracy 0.7794561833143234...
deviation 3/5   epoch 34/120   accuracy 0.7783232629299164...
deviation 3/5   epoch 35/120   accuracy 0.7787009030580521...
deviation 3/5   epoch 36/120   accuracy 0.7783232554793358...
deviation 3/5   epoch 37/120   accuracy 0.7764350399374962...
deviation 3/5   epoch 38/120   accuracy 0.7794561833143234...
deviation 3/5   epoch 39/120   accuracy 0.7768126949667931...
deviation 3/5   epoch 40/120   accuracy 0.7779456228017807...
deviation 3/5   epoch 41/120   accuracy 0.7760574072599411...
deviation 3/5   epoch 42/120   accuracy 0.7771903350949287...
deviation 3/5   epoch 43/120   accuracy 0.7802114859223366...
deviation 3/5   epoch 44/120   accuracy 0.7764350399374962...
deviation 3/5   epoch 45/120   accuracy 0.7760573998093605...
deviation 3/5   epoch 46/120   accuracy 0.7764350548386574...
deviation 3/5   epoch 47/120   accuracy 0.7768126800656319...
deviation 3/5   epoch 48/120   accuracy 0.778323270380497...
deviation 3/5   epoch 49/120   accuracy 0.7760574072599411...
deviation 3/5   epoch 50/120   accuracy 0.7760573923587799...
deviation 3/5   epoch 51/120   accuracy 0.7741691842675209...
deviation 3/5   epoch 52/120   accuracy 0.7715256735682487...
deviation 3/5   epoch 53/120   accuracy 0.7764350399374962...
deviation 3/5   epoch 54/120   accuracy 0.7753021195530891...
deviation 3/5   epoch 55/120   accuracy 0.7775679752230644...
deviation 3/5   epoch 56/120   accuracy 0.7726586163043976...
deviation 3/5   epoch 57/120   accuracy 0.7715256735682487...
deviation 3/5   epoch 58/120   accuracy 0.7737915515899658...
deviation 3/5   epoch 59/120   accuracy 0.7730362489819527...
deviation 3/5   epoch 60/120   accuracy 0.7779456228017807...
deviation 3/5   epoch 61/120   accuracy 0.7745468094944954...
deviation 3/5   epoch 62/120   accuracy 0.7741691842675209...
deviation 3/5   epoch 63/120   accuracy 0.7745468318462372...
deviation 3/5   epoch 64/120   accuracy 0.7756797596812248...
deviation 3/5   epoch 65/120   accuracy 0.7753021121025085...
deviation 3/5   epoch 66/120   accuracy 0.7779456228017807...
deviation 3/5   epoch 67/120   accuracy 0.7783232554793358...
deviation 3/5   epoch 68/120   accuracy 0.7753021121025085...
deviation 3/5   epoch 69/120   accuracy 0.773413896560669...
deviation 3/5   epoch 70/120   accuracy 0.7741691842675209...
deviation 3/5   epoch 71/120   accuracy 0.7753021195530891...
deviation 3/5   epoch 72/120   accuracy 0.7749244645237923...
deviation 3/5   epoch 73/120   accuracy 0.7749244645237923...
deviation 3/5   epoch 74/120   accuracy 0.7753021121025085...
deviation 3/5   epoch 75/120   accuracy 0.7700151056051254...
deviation 3/5   epoch 76/120   accuracy 0.767749235033989...
deviation 3/5   epoch 77/120   accuracy 0.7779456153512001...
deviation 3/5   epoch 78/120   accuracy 0.7688821777701378...
deviation 3/5   epoch 79/120   accuracy 0.7722809538245201...
deviation 3/5   epoch 80/120   accuracy 0.7726586014032364...
deviation 3/5   epoch 81/120   accuracy 0.770015113055706...
deviation 3/5   epoch 82/120   accuracy 0.7779456228017807...
deviation 3/5   epoch 83/120   accuracy 0.7715256735682487...
deviation 3/5   epoch 84/120   accuracy 0.7635951712727547...
deviation 3/5   epoch 85/120   accuracy 0.7669939622282982...
deviation 3/5   epoch 86/120   accuracy 0.7635951489210129...
deviation 3/5   epoch 87/120   accuracy 0.7609516605734825...
deviation 3/5   epoch 88/120   accuracy 0.7647280842065811...
deviation 3/5   epoch 89/120   accuracy 0.764350451529026...
deviation 3/5   epoch 90/120   accuracy 0.7651057466864586...
deviation 3/5   epoch 91/120   accuracy 0.76586102694273...
deviation 3/5   epoch 92/120   accuracy 0.7677492424845695...
deviation 3/5   epoch 93/120   accuracy 0.7586857974529266...
deviation 3/5   epoch 94/120   accuracy 0.7545317187905312...
deviation 3/5   epoch 95/120   accuracy 0.7628398686647415...
deviation 3/5   epoch 96/120   accuracy 0.7598187401890755...
deviation 3/5   epoch 97/120   accuracy 0.7639728114008904...
deviation 3/5   epoch 98/120   accuracy 0.7722809538245201...
deviation 3/5   epoch 99/120   accuracy 0.7624622285366058...
deviation 3/5   epoch 100/120   accuracy 0.7503776475787163...
deviation 3/5   epoch 101/120   accuracy 0.757552869617939...
deviation 3/5   epoch 102/120   accuracy 0.7628398835659027...
deviation 3/5   epoch 103/120   accuracy 0.7624622285366058...
deviation 3/5   epoch 104/120   accuracy 0.7583081498742104...
deviation 3/5   epoch 105/120   accuracy 0.7617069482803345...
deviation 3/5   epoch 106/120   accuracy 0.7579305022954941...
deviation 3/5   epoch 107/120   accuracy 0.7598187327384949...
deviation 3/5   epoch 108/120   accuracy 0.7617069408297539...
deviation 3/5   epoch 109/120   accuracy 0.7590634524822235...
deviation 3/5   epoch 110/120   accuracy 0.7424471229314804...
deviation 3/5   epoch 111/120   accuracy 0.7590634375810623...
deviation 3/5   epoch 112/120   accuracy 0.7530211433768272...
deviation 3/5   epoch 113/120   accuracy 0.7488670647144318...
deviation 3/5   epoch 114/120   accuracy 0.759441077709198...
deviation 3/5   epoch 115/120   accuracy 0.7507552802562714...
deviation 3/5   epoch 116/120   accuracy 0.7609516680240631...
deviation 3/5   epoch 117/120   accuracy 0.7654833868145943...
deviation 3/5   epoch 118/120   accuracy 0.763217531144619...
deviation 3/5   epoch 119/120   accuracy 0.7628398835659027...
deviation 3/5   epoch 120/120   accuracy 0.7639727964997292...

deviation 4/5   epoch 1/120   accuracy 0.6638972759246826...
saved to../trained_model/attbilstm-4.ckpt-1
deviation 4/5   epoch 2/120   accuracy 0.6948640495538712...
saved to../trained_model/attbilstm-4.ckpt-2
deviation 4/5   epoch 3/120   accuracy 0.7137462124228477...
saved to../trained_model/attbilstm-4.ckpt-3
deviation 4/5   epoch 4/120   accuracy 0.7209214493632317...
saved to../trained_model/attbilstm-4.ckpt-4
deviation 4/5   epoch 5/120   accuracy 0.737537756562233...
saved to../trained_model/attbilstm-4.ckpt-5
deviation 4/5   epoch 6/120   accuracy 0.7386706918478012...
saved to../trained_model/attbilstm-4.ckpt-6
deviation 4/5   epoch 7/120   accuracy 0.7439576908946037...
saved to../trained_model/attbilstm-4.ckpt-7
deviation 4/5   epoch 8/120   accuracy 0.7511329278349876...
saved to../trained_model/attbilstm-4.ckpt-8
deviation 4/5   epoch 9/120   accuracy 0.7617069408297539...
saved to../trained_model/attbilstm-4.ckpt-9
deviation 4/5   epoch 10/120   accuracy 0.7643504440784454...
saved to../trained_model/attbilstm-4.ckpt-10
deviation 4/5   epoch 11/120   accuracy 0.7628398761153221...
deviation 4/5   epoch 12/120   accuracy 0.7673716098070145...
saved to../trained_model/attbilstm-4.ckpt-12
deviation 4/5   epoch 13/120   accuracy 0.76586102694273...
deviation 4/5   epoch 14/120   accuracy 0.765105739235878...
deviation 4/5   epoch 15/120   accuracy 0.7741691768169403...
saved to../trained_model/attbilstm-4.ckpt-15
deviation 4/5   epoch 16/120   accuracy 0.7745468318462372...
saved to../trained_model/attbilstm-4.ckpt-16
deviation 4/5   epoch 17/120   accuracy 0.7749244645237923...
saved to../trained_model/attbilstm-4.ckpt-17
deviation 4/5   epoch 18/120   accuracy 0.7745468318462372...
deviation 4/5   epoch 19/120   accuracy 0.7790785431861877...
saved to../trained_model/attbilstm-4.ckpt-19
deviation 4/5   epoch 20/120   accuracy 0.7787008956074715...
deviation 4/5   epoch 21/120   accuracy 0.7741691768169403...
deviation 4/5   epoch 22/120   accuracy 0.7749244719743729...
deviation 4/5   epoch 23/120   accuracy 0.7790785506367683...
saved to../trained_model/attbilstm-4.ckpt-23
deviation 4/5   epoch 24/120   accuracy 0.7753021121025085...
deviation 4/5   epoch 25/120   accuracy 0.7813444063067436...
saved to../trained_model/attbilstm-4.ckpt-25
deviation 4/5   epoch 26/120   accuracy 0.7847431898117065...
saved to../trained_model/attbilstm-4.ckpt-26
deviation 4/5   epoch 27/120   accuracy 0.7832326292991638...
deviation 4/5   epoch 28/120   accuracy 0.7824773415923119...
deviation 4/5   epoch 29/120   accuracy 0.7832326292991638...
deviation 4/5   epoch 30/120   accuracy 0.7832326292991638...
deviation 4/5   epoch 31/120   accuracy 0.7832326218485832...
deviation 4/5   epoch 32/120   accuracy 0.7828549817204475...
deviation 4/5   epoch 33/120   accuracy 0.7854984924197197...
saved to../trained_model/attbilstm-4.ckpt-33
deviation 4/5   epoch 34/120   accuracy 0.7820996940135956...
deviation 4/5   epoch 35/120   accuracy 0.7817220538854599...
deviation 4/5   epoch 36/120   accuracy 0.7877643406391144...
saved to../trained_model/attbilstm-4.ckpt-36
deviation 4/5   epoch 37/120   accuracy 0.7862537652254105...
deviation 4/5   epoch 38/120   accuracy 0.7854984849691391...
deviation 4/5   epoch 39/120   accuracy 0.787009060382843...
deviation 4/5   epoch 40/120   accuracy 0.7892749384045601...
saved to../trained_model/attbilstm-4.ckpt-40
deviation 4/5   epoch 41/120   accuracy 0.7862537801265717...
deviation 4/5   epoch 42/120   accuracy 0.7866314128041267...
deviation 4/5   epoch 43/120   accuracy 0.7832326292991638...
deviation 4/5   epoch 44/120   accuracy 0.7851208373904228...
deviation 4/5   epoch 45/120   accuracy 0.7817220464348793...
deviation 4/5   epoch 46/120   accuracy 0.787009060382843...
deviation 4/5   epoch 47/120   accuracy 0.7877643555402756...
deviation 4/5   epoch 48/120   accuracy 0.7904078513383865...
saved to../trained_model/attbilstm-4.ckpt-48
deviation 4/5   epoch 49/120   accuracy 0.7904078513383865...
deviation 4/5   epoch 50/120   accuracy 0.7836102694272995...
deviation 4/5   epoch 51/120   accuracy 0.7926737144589424...
saved to../trained_model/attbilstm-4.ckpt-51
deviation 4/5   epoch 52/120   accuracy 0.7847432047128677...
deviation 4/5   epoch 53/120   accuracy 0.7836102694272995...
deviation 4/5   epoch 54/120   accuracy 0.7839879170060158...
deviation 4/5   epoch 55/120   accuracy 0.782099686563015...
deviation 4/5   epoch 56/120   accuracy 0.7813444137573242...
deviation 4/5   epoch 57/120   accuracy 0.7866314202547073...
deviation 4/5   epoch 58/120   accuracy 0.7696374654769897...
deviation 4/5   epoch 59/120   accuracy 0.7885196357965469...
deviation 4/5   epoch 60/120   accuracy 0.7862537652254105...
deviation 4/5   epoch 61/120   accuracy 0.7839879170060158...
deviation 4/5   epoch 62/120   accuracy 0.7896525710821152...
deviation 4/5   epoch 63/120   accuracy 0.7685045227408409...
deviation 4/5   epoch 64/120   accuracy 0.7824773415923119...
deviation 4/5   epoch 65/120   accuracy 0.7885196283459663...
deviation 4/5   epoch 66/120   accuracy 0.7885196357965469...
deviation 4/5   epoch 67/120   accuracy 0.7907854989171028...
deviation 4/5   epoch 68/120   accuracy 0.7870090678334236...
deviation 4/5   epoch 69/120   accuracy 0.7700150981545448...
deviation 4/5   epoch 70/120   accuracy 0.7760573998093605...
deviation 4/5   epoch 71/120   accuracy 0.7628398761153221...
deviation 4/5   epoch 72/120   accuracy 0.7787009105086327...
deviation 4/5   epoch 73/120   accuracy 0.7832326143980026...
deviation 4/5   epoch 74/120   accuracy 0.7749244645237923...
deviation 4/5   epoch 75/120   accuracy 0.7719033285975456...
deviation 4/5   epoch 76/120   accuracy 0.7741691693663597...
deviation 4/5   epoch 77/120   accuracy 0.7609516680240631...
deviation 4/5   epoch 78/120   accuracy 0.727341391146183...
deviation 4/5   epoch 79/120   accuracy 0.7783232554793358...
deviation 4/5   epoch 80/120   accuracy 0.7613293007016182...
deviation 4/5   epoch 81/120   accuracy 0.7658610343933105...
deviation 4/5   epoch 82/120   accuracy 0.7734139040112495...
deviation 4/5   epoch 83/120   accuracy 0.7639728114008904...
deviation 4/5   epoch 84/120   accuracy 0.743202418088913...
deviation 4/5   epoch 85/120   accuracy 0.7367824837565422...
deviation 4/5   epoch 86/120   accuracy 0.7662386670708656...
deviation 4/5   epoch 87/120   accuracy 0.7617069408297539...
deviation 4/5   epoch 88/120   accuracy 0.7666163146495819...
deviation 4/5   epoch 89/120   accuracy 0.7662386670708656...
deviation 4/5   epoch 90/120   accuracy 0.7617069482803345...
deviation 4/5   epoch 91/120   accuracy 0.7360271885991096...
deviation 4/5   epoch 92/120   accuracy 0.7454682737588882...
deviation 4/5   epoch 93/120   accuracy 0.7473564893007278...
deviation 4/5   epoch 94/120   accuracy 0.7579305246472359...
deviation 4/5   epoch 95/120   accuracy 0.7605740129947662...
deviation 4/5   epoch 96/120   accuracy 0.7605740055441856...
deviation 4/5   epoch 97/120   accuracy 0.7628398761153221...
deviation 4/5   epoch 98/120   accuracy 0.7262084484100342...
deviation 4/5   epoch 99/120   accuracy 0.7477341443300247...
deviation 4/5   epoch 100/120   accuracy 0.743202418088913...
deviation 4/5   epoch 101/120   accuracy 0.743202418088913...
deviation 4/5   epoch 102/120   accuracy 0.7386706918478012...
deviation 4/5   epoch 103/120   accuracy 0.7601963728666306...
deviation 4/5   epoch 104/120   accuracy 0.7545317187905312...
deviation 4/5   epoch 105/120   accuracy 0.7560422942042351...
deviation 4/5   epoch 106/120   accuracy 0.7454682812094688...
deviation 4/5   epoch 107/120   accuracy 0.7352718934416771...
deviation 4/5   epoch 108/120   accuracy 0.7299849018454552...
deviation 4/5   epoch 109/120   accuracy 0.7012839913368225...
deviation 4/5   epoch 110/120   accuracy 0.7484894245862961...
deviation 4/5   epoch 111/120   accuracy 0.7212990969419479...
deviation 4/5   epoch 112/120   accuracy 0.7526435106992722...
deviation 4/5   epoch 113/120   accuracy 0.7496223673224449...
deviation 4/5   epoch 114/120   accuracy 0.7296072393655777...
deviation 4/5   epoch 115/120   accuracy 0.7522658631205559...
deviation 4/5   epoch 116/120   accuracy 0.7167673707008362...
deviation 4/5   epoch 117/120   accuracy 0.7466012015938759...
deviation 4/5   epoch 118/120   accuracy 0.7492447048425674...
deviation 4/5   epoch 119/120   accuracy 0.7360271736979485...
deviation 4/5   epoch 120/120   accuracy 0.704682782292366...

deviation 5/5   epoch 1/120   accuracy 0.6676737070083618...
saved to../trained_model/attbilstm-5.ckpt-1
deviation 5/5   epoch 2/120   accuracy 0.6718278080224991...
saved to../trained_model/attbilstm-5.ckpt-2
deviation 5/5   epoch 3/120   accuracy 0.677114799618721...
saved to../trained_model/attbilstm-5.ckpt-3
deviation 5/5   epoch 4/120   accuracy 0.7088368460536003...
saved to../trained_model/attbilstm-5.ckpt-4
deviation 5/5   epoch 5/120   accuracy 0.7352719008922577...
saved to../trained_model/attbilstm-5.ckpt-5
deviation 5/5   epoch 6/120   accuracy 0.7533987984061241...
saved to../trained_model/attbilstm-5.ckpt-6
deviation 5/5   epoch 7/120   accuracy 0.7617069482803345...
saved to../trained_model/attbilstm-5.ckpt-7
deviation 5/5   epoch 8/120   accuracy 0.7681268826127052...
saved to../trained_model/attbilstm-5.ckpt-8
deviation 5/5   epoch 9/120   accuracy 0.7677492499351501...
deviation 5/5   epoch 10/120   accuracy 0.7692598253488541...
saved to../trained_model/attbilstm-5.ckpt-10
deviation 5/5   epoch 11/120   accuracy 0.7756797671318054...
saved to../trained_model/attbilstm-5.ckpt-11
deviation 5/5   epoch 12/120   accuracy 0.7753021121025085...
deviation 5/5   epoch 13/120   accuracy 0.7787009030580521...
saved to../trained_model/attbilstm-5.ckpt-13
deviation 5/5   epoch 14/120   accuracy 0.780211478471756...
saved to../trained_model/attbilstm-5.ckpt-14
deviation 5/5   epoch 15/120   accuracy 0.7824773415923119...
saved to../trained_model/attbilstm-5.ckpt-15
deviation 5/5   epoch 16/120   accuracy 0.7828549817204475...
saved to../trained_model/attbilstm-5.ckpt-16
deviation 5/5   epoch 17/120   accuracy 0.7851208373904228...
saved to../trained_model/attbilstm-5.ckpt-17
deviation 5/5   epoch 18/120   accuracy 0.7866314202547073...
saved to../trained_model/attbilstm-5.ckpt-18
deviation 5/5   epoch 19/120   accuracy 0.7858761250972748...
deviation 5/5   epoch 20/120   accuracy 0.7930513620376587...
saved to../trained_model/attbilstm-5.ckpt-20
deviation 5/5   epoch 21/120   accuracy 0.7956948652863503...
saved to../trained_model/attbilstm-5.ckpt-21
deviation 5/5   epoch 22/120   accuracy 0.7945619374513626...
deviation 5/5   epoch 23/120   accuracy 0.7964501455426216...
saved to../trained_model/attbilstm-5.ckpt-23
deviation 5/5   epoch 24/120   accuracy 0.7907854914665222...
deviation 5/5   epoch 25/120   accuracy 0.7964501529932022...
saved to../trained_model/attbilstm-5.ckpt-25
deviation 5/5   epoch 26/120   accuracy 0.7994712963700294...
saved to../trained_model/attbilstm-5.ckpt-26
deviation 5/5   epoch 27/120   accuracy 0.7998489290475845...
saved to../trained_model/attbilstm-5.ckpt-27
deviation 5/5   epoch 28/120   accuracy 0.7979607209563255...
deviation 5/5   epoch 29/120   accuracy 0.7972054332494736...
deviation 5/5   epoch 30/120   accuracy 0.8013595044612885...
saved to../trained_model/attbilstm-5.ckpt-30
deviation 5/5   epoch 31/120   accuracy 0.8002265840768814...
deviation 5/5   epoch 32/120   accuracy 0.8006042167544365...
deviation 5/5   epoch 33/120   accuracy 0.7964501529932022...
deviation 5/5   epoch 34/120   accuracy 0.7990936636924744...
deviation 5/5   epoch 35/120   accuracy 0.7983383610844612...
deviation 5/5   epoch 36/120   accuracy 0.7964501455426216...
deviation 5/5   epoch 37/120   accuracy 0.7960725054144859...
deviation 5/5   epoch 38/120   accuracy 0.7979607284069061...
deviation 5/5   epoch 39/120   accuracy 0.7960725128650665...
deviation 5/5   epoch 40/120   accuracy 0.7941842824220657...
deviation 5/5   epoch 41/120   accuracy 0.7968277931213379...
deviation 5/5   epoch 42/120   accuracy 0.7968277931213379...
deviation 5/5   epoch 43/120   accuracy 0.7945619374513626...
deviation 5/5   epoch 44/120   accuracy 0.7934290170669556...
deviation 5/5   epoch 45/120   accuracy 0.7983383685350418...
deviation 5/5   epoch 46/120   accuracy 0.7904078662395477...
deviation 5/5   epoch 47/120   accuracy 0.7934289947152138...
deviation 5/5   epoch 48/120   accuracy 0.7911631390452385...
deviation 5/5   epoch 49/120   accuracy 0.79380664229393...
deviation 5/5   epoch 50/120   accuracy 0.7975830808281898...
deviation 5/5   epoch 51/120   accuracy 0.7956948652863503...
deviation 5/5   epoch 52/120   accuracy 0.7885196283459663...
deviation 5/5   epoch 53/120   accuracy 0.7896525636315346...
deviation 5/5   epoch 54/120   accuracy 0.7904078587889671...
deviation 5/5   epoch 55/120   accuracy 0.79380664229393...
deviation 5/5   epoch 56/120   accuracy 0.7949395775794983...
deviation 5/5   epoch 57/120   accuracy 0.7941842898726463...
deviation 5/5   epoch 58/120   accuracy 0.7915407791733742...
deviation 5/5   epoch 59/120   accuracy 0.7854984924197197...
deviation 5/5   epoch 60/120   accuracy 0.7926737144589424...
deviation 5/5   epoch 61/120   accuracy 0.7911631315946579...
deviation 5/5   epoch 62/120   accuracy 0.7911631315946579...
deviation 5/5   epoch 63/120   accuracy 0.7892749235033989...
deviation 5/5   epoch 64/120   accuracy 0.7907854989171028...
deviation 5/5   epoch 65/120   accuracy 0.787009060382843...
deviation 5/5   epoch 66/120   accuracy 0.7813444137573242...
deviation 5/5   epoch 67/120   accuracy 0.7934290021657944...
deviation 5/5   epoch 68/120   accuracy 0.7926737070083618...
deviation 5/5   epoch 69/120   accuracy 0.7949395626783371...
deviation 5/5   epoch 70/120   accuracy 0.7922960668802261...
deviation 5/5   epoch 71/120   accuracy 0.7900302037596703...
deviation 5/5   epoch 72/120   accuracy 0.7809667661786079...
deviation 5/5   epoch 73/120   accuracy 0.7802114859223366...
deviation 5/5   epoch 74/120   accuracy 0.7862537726759911...
deviation 5/5   epoch 75/120   accuracy 0.7771903276443481...
deviation 5/5   epoch 76/120   accuracy 0.7798338457942009...
deviation 5/5   epoch 77/120   accuracy 0.7877643555402756...
deviation 5/5   epoch 78/120   accuracy 0.7911631464958191...
deviation 5/5   epoch 79/120   accuracy 0.7787009105086327...
deviation 5/5   epoch 80/120   accuracy 0.7787009179592133...
deviation 5/5   epoch 81/120   accuracy 0.7896525710821152...
deviation 5/5   epoch 82/120   accuracy 0.779456190764904...
deviation 5/5   epoch 83/120   accuracy 0.7760574072599411...
deviation 5/5   epoch 84/120   accuracy 0.7915407791733742...
deviation 5/5   epoch 85/120   accuracy 0.7866314202547073...
deviation 5/5   epoch 86/120   accuracy 0.7862537801265717...
deviation 5/5   epoch 87/120   accuracy 0.7813444212079048...
deviation 5/5   epoch 88/120   accuracy 0.7685045301914215...
deviation 5/5   epoch 89/120   accuracy 0.7820996940135956...
deviation 5/5   epoch 90/120   accuracy 0.7756797596812248...
deviation 5/5   epoch 91/120   accuracy 0.7790785580873489...
deviation 5/5   epoch 92/120   accuracy 0.7775679752230644...
deviation 5/5   epoch 93/120   accuracy 0.7854984924197197...
deviation 5/5   epoch 94/120   accuracy 0.7779456153512001...
deviation 5/5   epoch 95/120   accuracy 0.7552870064973831...
deviation 5/5   epoch 96/120   accuracy 0.7787008956074715...
deviation 5/5   epoch 97/120   accuracy 0.7703927606344223...
deviation 5/5   epoch 98/120   accuracy 0.7783232554793358...
deviation 5/5   epoch 99/120   accuracy 0.780211478471756...
deviation 5/5   epoch 100/120   accuracy 0.7749244719743729...
deviation 5/5   epoch 101/120   accuracy 0.76586102694273...
deviation 5/5   epoch 102/120   accuracy 0.7843655645847321...
deviation 5/5   epoch 103/120   accuracy 0.7741691768169403...
deviation 5/5   epoch 104/120   accuracy 0.7764350473880768...
deviation 5/5   epoch 105/120   accuracy 0.787009060382843...
deviation 5/5   epoch 106/120   accuracy 0.7817220538854599...
deviation 5/5   epoch 107/120   accuracy 0.7809667736291885...
deviation 5/5   epoch 108/120   accuracy 0.7681268900632858...
deviation 5/5   epoch 109/120   accuracy 0.7639728039503098...
deviation 5/5   epoch 110/120   accuracy 0.7753021121025085...
deviation 5/5   epoch 111/120   accuracy 0.7730362415313721...
deviation 5/5   epoch 112/120   accuracy 0.7756797522306442...
deviation 5/5   epoch 113/120   accuracy 0.7813444137573242...
deviation 5/5   epoch 114/120   accuracy 0.7722809538245201...
deviation 5/5   epoch 115/120   accuracy 0.7673715949058533...
deviation 5/5   epoch 116/120   accuracy 0.7817220538854599...
deviation 5/5   epoch 117/120   accuracy 0.7820996940135956...
deviation 5/5   epoch 118/120   accuracy 0.7873867079615593...
deviation 5/5   epoch 119/120   accuracy 0.7685045227408409...
deviation 5/5   epoch 120/120   accuracy 0.7794561982154846...

