epoch 0: {'matthews_correlation': 0.0} , current_best_corr: 0.0 train_loss: 2.156174659729004
epoch 1: {'matthews_correlation': 0.608358147712731} , current_best_corr: 0.608358147712731 train_loss: 1.7912474870681763
epoch 2: {'matthews_correlation': 0.6107363335829461} , current_best_corr: 0.6107363335829461 train_loss: 1.892848253250122
epoch 3: {'matthews_correlation': 0.662756458916661} , current_best_corr: 0.662756458916661 train_loss: 1.5298196077346802
epoch 4: {'matthews_correlation': 0.6834570134701579} , current_best_corr: 0.6834570134701579 train_loss: 1.4191774129867554
epoch 5: {'matthews_correlation': 0.0} , current_best_corr: 0.6834570134701579 train_loss: 1.7940728664398193
epoch 6: {'matthews_correlation': 0.0} , current_best_corr: 0.6834570134701579 train_loss: 1.4874037504196167
epoch 7: {'matthews_correlation': 0.0} , current_best_corr: 0.6834570134701579 train_loss: 1.3490344285964966
epoch 8: {'matthews_correlation': 0.0} , current_best_corr: 0.6834570134701579 train_loss: 1.2407174110412598
epoch 9: {'matthews_correlation': 0.0} , current_best_corr: 0.6834570134701579 train_loss: 1.0179755687713623
epoch 10: {'matthews_correlation': 0.0} , current_best_corr: 0.6834570134701579 train_loss: 1.4053903818130493
epoch 11: {'matthews_correlation': 0.0} , current_best_corr: 0.6834570134701579 train_loss: 0.8806164264678955
epoch 12: {'matthews_correlation': 0.0} , current_best_corr: 0.6834570134701579 train_loss: 0.9312875270843506
epoch 13: {'matthews_correlation': 0.0} , current_best_corr: 0.6834570134701579 train_loss: 0.9858266115188599
epoch 14: {'matthews_correlation': 0.10240027657242429} , current_best_corr: 0.6834570134701579 train_loss: 0.7928646206855774
epoch 15: {'matthews_correlation': 0.0} , current_best_corr: 0.6834570134701579 train_loss: 0.7791666984558105
epoch 16: {'matthews_correlation': 0.2914595796132793} , current_best_corr: 0.6834570134701579 train_loss: 0.9105558395385742
epoch 17: {'matthews_correlation': 0.6511813794482872} , current_best_corr: 0.6834570134701579 train_loss: 0.5336298942565918
epoch 18: {'matthews_correlation': 0.6553270463846893} , current_best_corr: 0.6834570134701579 train_loss: 0.20448988676071167
epoch 19: {'matthews_correlation': 0.6853594748939754} , current_best_corr: 0.6853594748939754 train_loss: 0.4490894079208374
epoch 20: {'matthews_correlation': 0.6704932351005503} , current_best_corr: 0.6853594748939754 train_loss: 0.8962268829345703
epoch 21: {'matthews_correlation': 0.7041041270713477} , current_best_corr: 0.7041041270713477 train_loss: 0.19402065873146057
epoch 22: {'matthews_correlation': 0.6829091012620304} , current_best_corr: 0.7041041270713477 train_loss: 0.4992605447769165
epoch 23: {'matthews_correlation': 0.6603284309763385} , current_best_corr: 0.7041041270713477 train_loss: 0.4304065704345703
epoch 24: {'matthews_correlation': 0.6621348703675483} , current_best_corr: 0.7041041270713477 train_loss: 0.17858976125717163
epoch 25: {'matthews_correlation': 0.6688780137694805} , current_best_corr: 0.7041041270713477 train_loss: 0.14483961462974548
epoch 26: {'matthews_correlation': 0.6681706810651741} , current_best_corr: 0.7041041270713477 train_loss: 1.2115308046340942
epoch 27: {'matthews_correlation': 0.6809978493235761} , current_best_corr: 0.7041041270713477 train_loss: 0.19136807322502136
epoch 28: {'matthews_correlation': 0.6762821045845692} , current_best_corr: 0.7041041270713477 train_loss: 0.22965312004089355
epoch 29: {'matthews_correlation': 0.6680346186208518} , current_best_corr: 0.7041041270713477 train_loss: 0.08317646384239197
epoch 30: {'matthews_correlation': 0.6868734402725394} , current_best_corr: 0.7041041270713477 train_loss: 0.08292447775602341
epoch 31: {'matthews_correlation': 0.6657078975506158} , current_best_corr: 0.7041041270713477 train_loss: 0.393945574760437
epoch 32: {'matthews_correlation': 0.6809673250835145} , current_best_corr: 0.7041041270713477 train_loss: 0.07326503098011017
epoch 33: {'matthews_correlation': 0.6455203074724549} , current_best_corr: 0.7041041270713477 train_loss: 0.15515649318695068
epoch 34: {'matthews_correlation': 0.6706315782895295} , current_best_corr: 0.7041041270713477 train_loss: 0.3021059036254883
epoch 35: {'matthews_correlation': 0.6849715172979902} , current_best_corr: 0.7041041270713477 train_loss: 0.11066097021102905
epoch 36: {'matthews_correlation': 0.6852068137799073} , current_best_corr: 0.7041041270713477 train_loss: 0.1666371375322342
epoch 37: {'matthews_correlation': 0.6750770760772062} , current_best_corr: 0.7041041270713477 train_loss: 0.11669608950614929
epoch 38: {'matthews_correlation': 0.6748859748065263} , current_best_corr: 0.7041041270713477 train_loss: 0.13819681107997894
epoch 39: {'matthews_correlation': 0.6785370776792806} , current_best_corr: 0.7041041270713477 train_loss: 0.2670566141605377
epoch 40: {'matthews_correlation': 0.6723137164027582} , current_best_corr: 0.7041041270713477 train_loss: 0.04903332516551018
epoch 41: {'matthews_correlation': 0.6857135940625831} , current_best_corr: 0.7041041270713477 train_loss: 0.07395411282777786
epoch 42: {'matthews_correlation': 0.6628190187691624} , current_best_corr: 0.7041041270713477 train_loss: 0.052702076733112335
epoch 43: {'matthews_correlation': 0.6781651292312577} , current_best_corr: 0.7041041270713477 train_loss: 0.06743913143873215
epoch 44: {'matthews_correlation': 0.6904293388015901} , current_best_corr: 0.7041041270713477 train_loss: 0.0984223335981369
epoch 45: {'matthews_correlation': 0.682185118591261} , current_best_corr: 0.7041041270713477 train_loss: 0.03979059308767319
epoch 46: {'matthews_correlation': 0.6599058814148726} , current_best_corr: 0.7041041270713477 train_loss: 0.29820504784584045
epoch 47: {'matthews_correlation': 0.66166827181324} , current_best_corr: 0.7041041270713477 train_loss: 0.04084743931889534
epoch 48: {'matthews_correlation': 0.6614580779685079} , current_best_corr: 0.7041041270713477 train_loss: 0.284188836812973
epoch 49: {'matthews_correlation': 0.6535040856814195} , current_best_corr: 0.7041041270713477 train_loss: 0.11322236061096191
epoch 50: {'matthews_correlation': 0.6888242839537773} , current_best_corr: 0.7041041270713477 train_loss: 0.06403319537639618
epoch 51: {'matthews_correlation': 0.6752785726504847} , current_best_corr: 0.7041041270713477 train_loss: 0.04662010446190834
epoch 52: {'matthews_correlation': 0.6806212342778284} , current_best_corr: 0.7041041270713477 train_loss: 0.07207650691270828
epoch 53: {'matthews_correlation': 0.6902553845672901} , current_best_corr: 0.7041041270713477 train_loss: 0.09915976226329803
epoch 54: {'matthews_correlation': 0.6785370776792806} , current_best_corr: 0.7041041270713477 train_loss: 0.03600696474313736
epoch 55: {'matthews_correlation': 0.6919917665400072} , current_best_corr: 0.7041041270713477 train_loss: 0.03485630080103874
epoch 56: {'matthews_correlation': 0.6827589006047768} , current_best_corr: 0.7041041270713477 train_loss: 0.040239911526441574
epoch 57: {'matthews_correlation': 0.6883706630785149} , current_best_corr: 0.7041041270713477 train_loss: 0.03757200762629509
epoch 58: {'matthews_correlation': 0.6904293388015901} , current_best_corr: 0.7041041270713477 train_loss: 0.12884162366390228
epoch 59: {'matthews_correlation': 0.6879796876142963} , current_best_corr: 0.7041041270713477 train_loss: 0.03780364990234375
epoch 60: {'matthews_correlation': 0.6679153499290561} , current_best_corr: 0.7041041270713477 train_loss: 0.03353671729564667
epoch 61: {'matthews_correlation': 0.6870314619595771} , current_best_corr: 0.7041041270713477 train_loss: 0.040540777146816254
epoch 62: {'matthews_correlation': 0.6632431890370206} , current_best_corr: 0.7041041270713477 train_loss: 0.4568297863006592
epoch 63: {'matthews_correlation': 0.6866109148734292} , current_best_corr: 0.7041041270713477 train_loss: 0.08235718309879303
epoch 64: {'matthews_correlation': 0.6808015696669751} , current_best_corr: 0.7041041270713477 train_loss: 0.04265153780579567
epoch 65: {'matthews_correlation': 0.6725572081041828} , current_best_corr: 0.7041041270713477 train_loss: 0.0846392810344696
epoch 66: {'matthews_correlation': 0.6580702636158169} , current_best_corr: 0.7041041270713477 train_loss: 0.24091583490371704
epoch 67: {'matthews_correlation': 0.6718003572395428} , current_best_corr: 0.7041041270713477 train_loss: 0.035391002893447876
epoch 68: {'matthews_correlation': 0.6612635767176811} , current_best_corr: 0.7041041270713477 train_loss: 0.03386698290705681
epoch 69: {'matthews_correlation': 0.6706315782895295} , current_best_corr: 0.7041041270713477 train_loss: 0.08405891060829163
epoch 70: {'matthews_correlation': 0.670371653486617} , current_best_corr: 0.7041041270713477 train_loss: 0.7693017721176147
epoch 71: {'matthews_correlation': 0.6742727208813145} , current_best_corr: 0.7041041270713477 train_loss: 0.037851981818675995
epoch 72: {'matthews_correlation': 0.6852068137799073} , current_best_corr: 0.7041041270713477 train_loss: 0.14202508330345154
epoch 73: {'matthews_correlation': 0.6725027991090756} , current_best_corr: 0.7041041270713477 train_loss: 0.04439209774136543
epoch 74: {'matthews_correlation': 0.6614580779685079} , current_best_corr: 0.7041041270713477 train_loss: 0.03199588134884834
epoch 75: {'matthews_correlation': 0.6629968602758599} , current_best_corr: 0.7041041270713477 train_loss: 0.07440022379159927
epoch 76: {'matthews_correlation': 0.6657078975506158} , current_best_corr: 0.7041041270713477 train_loss: 0.03346291184425354
epoch 77: {'matthews_correlation': 0.66781313116373} , current_best_corr: 0.7041041270713477 train_loss: 0.03840840607881546
epoch 78: {'matthews_correlation': 0.6762821045845692} , current_best_corr: 0.7041041270713477 train_loss: 0.03725789859890938
epoch 79: {'matthews_correlation': 0.6720495422659973} , current_best_corr: 0.7041041270713477 train_loss: 0.1361483931541443
epoch 80: {'matthews_correlation': 0.6750024002589107} , current_best_corr: 0.7041041270713477 train_loss: 0.0719108134508133
epoch 81: {'matthews_correlation': 0.6729499730568552} , current_best_corr: 0.7041041270713477 train_loss: 0.0335603766143322
epoch 82: {'matthews_correlation': 0.6728260482046828} , current_best_corr: 0.7041041270713477 train_loss: 0.036956217139959335
epoch 83: {'matthews_correlation': 0.6740365606480437} , current_best_corr: 0.7041041270713477 train_loss: 0.03497401252388954
epoch 84: {'matthews_correlation': 0.6713477547666602} , current_best_corr: 0.7041041270713477 train_loss: 0.05097852274775505
epoch 85: {'matthews_correlation': 0.6757073194553476} , current_best_corr: 0.7041041270713477 train_loss: 0.03604862466454506
epoch 86: {'matthews_correlation': 0.6760746622168177} , current_best_corr: 0.7041041270713477 train_loss: 0.03796946629881859
epoch 87: {'matthews_correlation': 0.6706315782895295} , current_best_corr: 0.7041041270713477 train_loss: 0.03480450063943863
epoch 88: {'matthews_correlation': 0.6657078975506158} , current_best_corr: 0.7041041270713477 train_loss: 0.0444229394197464
epoch 89: {'matthews_correlation': 0.6747903525532605} , current_best_corr: 0.7041041270713477 train_loss: 0.046652473509311676
epoch 90: {'matthews_correlation': 0.6701797985979863} , current_best_corr: 0.7041041270713477 train_loss: 0.36284080147743225
epoch 91: {'matthews_correlation': 0.6762821045845692} , current_best_corr: 0.7041041270713477 train_loss: 0.04531191289424896
epoch 92: {'matthews_correlation': 0.6775228594274805} , current_best_corr: 0.7041041270713477 train_loss: 0.05098242312669754
epoch 93: {'matthews_correlation': 0.6725572081041828} , current_best_corr: 0.7041041270713477 train_loss: 0.03815886005759239
epoch 94: {'matthews_correlation': 0.6683232889248042} , current_best_corr: 0.7041041270713477 train_loss: 0.9206514954566956
epoch 95: {'matthews_correlation': 0.6683232889248042} , current_best_corr: 0.7041041270713477 train_loss: 0.0327751561999321
epoch 96: {'matthews_correlation': 0.6736105663147891} , current_best_corr: 0.7041041270713477 train_loss: 0.032137759029865265
epoch 97: {'matthews_correlation': 0.6727191046782682} , current_best_corr: 0.7041041270713477 train_loss: 0.03270156309008598
epoch 98: {'matthews_correlation': 0.6612635767176811} , current_best_corr: 0.7041041270713477 train_loss: 0.04068796709179878
epoch 99: {'matthews_correlation': 0.6610849932923822} , current_best_corr: 0.7041041270713477 train_loss: 0.03283696621656418
