epoch 0: {'matthews_correlation': 0.0} , current_best_corr: 0.0 train_loss: 5.060845375061035
epoch 1: {'matthews_correlation': 0.5708878114351782} , current_best_corr: 0.5708878114351782 train_loss: 4.709735870361328
epoch 2: {'matthews_correlation': 0.5803487303998695} , current_best_corr: 0.5803487303998695 train_loss: 4.052682399749756
epoch 3: {'matthews_correlation': 0.5867479287413928} , current_best_corr: 0.5867479287413928 train_loss: 3.8531739711761475
epoch 4: {'matthews_correlation': 0.6186174601668025} , current_best_corr: 0.6186174601668025 train_loss: 3.6573359966278076
epoch 5: {'matthews_correlation': 0.5988981350483469} , current_best_corr: 0.6186174601668025 train_loss: 3.433197259902954
epoch 6: {'matthews_correlation': 0.6389155058365095} , current_best_corr: 0.6389155058365095 train_loss: 2.8056325912475586
epoch 7: {'matthews_correlation': 0.6358868443209523} , current_best_corr: 0.6389155058365095 train_loss: 3.033364772796631
epoch 8: {'matthews_correlation': 0.5850762103185296} , current_best_corr: 0.6389155058365095 train_loss: 2.3984246253967285
epoch 9: {'matthews_correlation': 0.6602349111824563} , current_best_corr: 0.6602349111824563 train_loss: 2.2743349075317383
epoch 10: {'matthews_correlation': 0.6529931274034441} , current_best_corr: 0.6602349111824563 train_loss: 1.8636746406555176
epoch 11: {'matthews_correlation': 0.6944613481335449} , current_best_corr: 0.6944613481335449 train_loss: 2.067493200302124
epoch 12: {'matthews_correlation': 0.6317898802475634} , current_best_corr: 0.6944613481335449 train_loss: 1.700965404510498
epoch 13: {'matthews_correlation': 0.6677069295064274} , current_best_corr: 0.6944613481335449 train_loss: 1.3830207586288452
epoch 14: {'matthews_correlation': 0.6725572081041828} , current_best_corr: 0.6944613481335449 train_loss: 1.3829485177993774
epoch 15: {'matthews_correlation': 0.6306644810568987} , current_best_corr: 0.6944613481335449 train_loss: 1.8589059114456177
epoch 16: {'matthews_correlation': 0.6846783345701684} , current_best_corr: 0.6944613481335449 train_loss: 1.7688862085342407
epoch 17: {'matthews_correlation': 0.6587886115933416} , current_best_corr: 0.6944613481335449 train_loss: 1.0478637218475342
epoch 18: {'matthews_correlation': 0.6704038889233984} , current_best_corr: 0.6944613481335449 train_loss: 0.997083842754364
epoch 19: {'matthews_correlation': 0.6700346423948291} , current_best_corr: 0.6944613481335449 train_loss: 0.8251039385795593
epoch 20: {'matthews_correlation': 0.6386040309194475} , current_best_corr: 0.6944613481335449 train_loss: 0.8427704572677612
epoch 21: {'matthews_correlation': 0.6651597656677375} , current_best_corr: 0.6944613481335449 train_loss: 0.6622158885002136
epoch 22: {'matthews_correlation': 0.640717737606528} , current_best_corr: 0.6944613481335449 train_loss: 0.7869134545326233
epoch 23: {'matthews_correlation': 0.6700243421316969} , current_best_corr: 0.6944613481335449 train_loss: 0.60319584608078
epoch 24: {'matthews_correlation': 0.6482821804104875} , current_best_corr: 0.6944613481335449 train_loss: 0.517875075340271
epoch 25: {'matthews_correlation': 0.6822128626180054} , current_best_corr: 0.6944613481335449 train_loss: 0.9696686267852783
epoch 26: {'matthews_correlation': 0.6553462265049138} , current_best_corr: 0.6944613481335449 train_loss: 0.45108500123023987
epoch 27: {'matthews_correlation': 0.6824089073723449} , current_best_corr: 0.6944613481335449 train_loss: 0.4101046621799469
epoch 28: {'matthews_correlation': 0.667573271492941} , current_best_corr: 0.6944613481335449 train_loss: 0.47024691104888916
epoch 29: {'matthews_correlation': 0.6405524427991953} , current_best_corr: 0.6944613481335449 train_loss: 0.35479235649108887
epoch 30: {'matthews_correlation': 0.6480254986899184} , current_best_corr: 0.6944613481335449 train_loss: 0.3936922550201416
epoch 31: {'matthews_correlation': 0.6529931274034441} , current_best_corr: 0.6944613481335449 train_loss: 0.5907116532325745
epoch 32: {'matthews_correlation': 0.6822619438273402} , current_best_corr: 0.6944613481335449 train_loss: 0.31943193078041077
epoch 33: {'matthews_correlation': 0.6680346186208518} , current_best_corr: 0.6944613481335449 train_loss: 0.33483582735061646
epoch 34: {'matthews_correlation': 0.6181942347761422} , current_best_corr: 0.6944613481335449 train_loss: 0.300291508436203
epoch 35: {'matthews_correlation': 0.6664065124293871} , current_best_corr: 0.6944613481335449 train_loss: 0.4397830367088318
epoch 36: {'matthews_correlation': 0.651538408295235} , current_best_corr: 0.6944613481335449 train_loss: 0.5227716565132141
epoch 37: {'matthews_correlation': 0.6713643700655232} , current_best_corr: 0.6944613481335449 train_loss: 0.36177361011505127
epoch 38: {'matthews_correlation': 0.6479544437772453} , current_best_corr: 0.6944613481335449 train_loss: 0.21004799008369446
epoch 39: {'matthews_correlation': 0.630639817686462} , current_best_corr: 0.6944613481335449 train_loss: 0.180009126663208
epoch 40: {'matthews_correlation': 0.6654570986158919} , current_best_corr: 0.6944613481335449 train_loss: 0.2798807919025421
epoch 41: {'matthews_correlation': 0.6380746914814548} , current_best_corr: 0.6944613481335449 train_loss: 0.1994905173778534
epoch 42: {'matthews_correlation': 0.66166827181324} , current_best_corr: 0.6944613481335449 train_loss: 0.1619712859392166
epoch 43: {'matthews_correlation': 0.6546803561335549} , current_best_corr: 0.6944613481335449 train_loss: 0.15158429741859436
epoch 44: {'matthews_correlation': 0.6455203074724549} , current_best_corr: 0.6944613481335449 train_loss: 0.14251889288425446
epoch 45: {'matthews_correlation': 0.6637366350494082} , current_best_corr: 0.6944613481335449 train_loss: 0.14252397418022156
epoch 46: {'matthews_correlation': 0.6454922003331406} , current_best_corr: 0.6944613481335449 train_loss: 0.17675235867500305
epoch 47: {'matthews_correlation': 0.6284798621045304} , current_best_corr: 0.6944613481335449 train_loss: 0.15456916391849518
epoch 48: {'matthews_correlation': 0.6430274487762421} , current_best_corr: 0.6944613481335449 train_loss: 0.12141861021518707
epoch 49: {'matthews_correlation': 0.630639817686462} , current_best_corr: 0.6944613481335449 train_loss: 0.2390238344669342
epoch 50: {'matthews_correlation': 0.6309517537104279} , current_best_corr: 0.6944613481335449 train_loss: 0.11122973263263702
epoch 51: {'matthews_correlation': 0.6677282266080609} , current_best_corr: 0.6944613481335449 train_loss: 0.11685971915721893
epoch 52: {'matthews_correlation': 0.6405601442104573} , current_best_corr: 0.6944613481335449 train_loss: 0.2726270854473114
epoch 53: {'matthews_correlation': 0.6683232889248042} , current_best_corr: 0.6944613481335449 train_loss: 0.18329288065433502
epoch 54: {'matthews_correlation': 0.6773446892790322} , current_best_corr: 0.6944613481335449 train_loss: 0.09918919950723648
epoch 55: {'matthews_correlation': 0.6602295783880692} , current_best_corr: 0.6944613481335449 train_loss: 0.09635212272405624
epoch 56: {'matthews_correlation': 0.6654570986158919} , current_best_corr: 0.6944613481335449 train_loss: 0.10909473150968552
epoch 57: {'matthews_correlation': 0.6729499730568552} , current_best_corr: 0.6944613481335449 train_loss: 0.09544245153665543
epoch 58: {'matthews_correlation': 0.6381004342223774} , current_best_corr: 0.6944613481335449 train_loss: 0.09174913913011551
epoch 59: {'matthews_correlation': 0.620844043646687} , current_best_corr: 0.6944613481335449 train_loss: 0.11022889614105225
epoch 60: {'matthews_correlation': 0.6797808791497613} , current_best_corr: 0.6944613481335449 train_loss: 0.08764062821865082
epoch 61: {'matthews_correlation': 0.6458160430668494} , current_best_corr: 0.6944613481335449 train_loss: 0.0951489806175232
epoch 62: {'matthews_correlation': 0.6235271385571736} , current_best_corr: 0.6944613481335449 train_loss: 0.08556652069091797
epoch 63: {'matthews_correlation': 0.635660170940733} , current_best_corr: 0.6944613481335449 train_loss: 0.17034736275672913
epoch 64: {'matthews_correlation': 0.6528696803276511} , current_best_corr: 0.6944613481335449 train_loss: 0.10350064933300018
epoch 65: {'matthews_correlation': 0.6430578699763928} , current_best_corr: 0.6944613481335449 train_loss: 0.17413289844989777
epoch 66: {'matthews_correlation': 0.6531352384292491} , current_best_corr: 0.6944613481335449 train_loss: 0.07514598965644836
epoch 67: {'matthews_correlation': 0.6628992451119389} , current_best_corr: 0.6944613481335449 train_loss: 0.07972899079322815
epoch 68: {'matthews_correlation': 0.6331424562921508} , current_best_corr: 0.6944613481335449 train_loss: 0.0800301730632782
epoch 69: {'matthews_correlation': 0.665357196937062} , current_best_corr: 0.6944613481335449 train_loss: 0.07246914505958557
epoch 70: {'matthews_correlation': 0.620934625159678} , current_best_corr: 0.6944613481335449 train_loss: 0.1957419514656067
epoch 71: {'matthews_correlation': 0.6306906620617413} , current_best_corr: 0.6944613481335449 train_loss: 0.07670591026544571
epoch 72: {'matthews_correlation': 0.630639817686462} , current_best_corr: 0.6944613481335449 train_loss: 0.1382138729095459
epoch 73: {'matthews_correlation': 0.6284086224320302} , current_best_corr: 0.6944613481335449 train_loss: 0.08712369948625565
epoch 74: {'matthews_correlation': 0.6409676231335113} , current_best_corr: 0.6944613481335449 train_loss: 0.09342630207538605
epoch 75: {'matthews_correlation': 0.6456336879168435} , current_best_corr: 0.6944613481335449 train_loss: 0.06702812761068344
epoch 76: {'matthews_correlation': 0.6504575418273714} , current_best_corr: 0.6944613481335449 train_loss: 0.06617192924022675
epoch 77: {'matthews_correlation': 0.623185623360598} , current_best_corr: 0.6944613481335449 train_loss: 0.07410391420125961
epoch 78: {'matthews_correlation': 0.6629968602758599} , current_best_corr: 0.6944613481335449 train_loss: 0.06594117730855942
epoch 79: {'matthews_correlation': 0.6306559696899426} , current_best_corr: 0.6944613481335449 train_loss: 0.0650007352232933
epoch 80: {'matthews_correlation': 0.6406194503745494} , current_best_corr: 0.6944613481335449 train_loss: 0.06598064303398132
epoch 81: {'matthews_correlation': 0.6479909469624856} , current_best_corr: 0.6944613481335449 train_loss: 0.064382404088974
epoch 82: {'matthews_correlation': 0.6553837937800786} , current_best_corr: 0.6944613481335449 train_loss: 0.06347469985485077
epoch 83: {'matthews_correlation': 0.6532412821196949} , current_best_corr: 0.6944613481335449 train_loss: 0.06342193484306335
epoch 84: {'matthews_correlation': 0.6531352384292491} , current_best_corr: 0.6944613481335449 train_loss: 0.0632549300789833
epoch 85: {'matthews_correlation': 0.6479909469624856} , current_best_corr: 0.6944613481335449 train_loss: 0.0636693611741066
epoch 86: {'matthews_correlation': 0.6455219823779293} , current_best_corr: 0.6944613481335449 train_loss: 0.10412750393152237
epoch 87: {'matthews_correlation': 0.6430274487762421} , current_best_corr: 0.6944613481335449 train_loss: 0.17977455258369446
epoch 88: {'matthews_correlation': 0.6430241506749478} , current_best_corr: 0.6944613481335449 train_loss: 0.06371290236711502
epoch 89: {'matthews_correlation': 0.6481069022642968} , current_best_corr: 0.6944613481335449 train_loss: 0.37862032651901245
epoch 90: {'matthews_correlation': 0.6381004342223774} , current_best_corr: 0.6944613481335449 train_loss: 0.2163524627685547
epoch 91: {'matthews_correlation': 0.645568857149829} , current_best_corr: 0.6944613481335449 train_loss: 0.06144033372402191
epoch 92: {'matthews_correlation': 0.6380782009126543} , current_best_corr: 0.6944613481335449 train_loss: 0.06144656240940094
epoch 93: {'matthews_correlation': 0.6430953658298718} , current_best_corr: 0.6944613481335449 train_loss: 0.06487884372472763
epoch 94: {'matthews_correlation': 0.643050604687314} , current_best_corr: 0.6944613481335449 train_loss: 0.07972289621829987
epoch 95: {'matthews_correlation': 0.6555128829335255} , current_best_corr: 0.6944613481335449 train_loss: 0.06800926476716995
epoch 96: {'matthews_correlation': 0.6454933691830679} , current_best_corr: 0.6944613481335449 train_loss: 0.07194723188877106
epoch 97: {'matthews_correlation': 0.6455219823779293} , current_best_corr: 0.6944613481335449 train_loss: 0.06841938942670822
epoch 98: {'matthews_correlation': 0.6430953658298718} , current_best_corr: 0.6944613481335449 train_loss: 0.07758533954620361
epoch 99: {'matthews_correlation': 0.6406194503745494} , current_best_corr: 0.6944613481335449 train_loss: 0.06562385708093643
