epoch 0: {'matthews_correlation': np.float64(0.4065534581730854)} , current_best_corr: 0.4065534581730854 train_loss: 0.4183724522590637
epoch 1: {'matthews_correlation': np.float64(0.40069938311539727)} , current_best_corr: 0.4065534581730854 train_loss: 0.1671600043773651
epoch 2: {'matthews_correlation': np.float64(0.48420301415000855)} , current_best_corr: 0.48420301415000855 train_loss: 0.5428591966629028
epoch 3: {'matthews_correlation': np.float64(0.46371831946443137)} , current_best_corr: 0.48420301415000855 train_loss: 0.5983432531356812
epoch 4: {'matthews_correlation': np.float64(0.4940209638805023)} , current_best_corr: 0.4940209638805023 train_loss: 1.3840287923812866
epoch 5: {'matthews_correlation': np.float64(0.413848571564402)} , current_best_corr: 0.4940209638805023 train_loss: 0.3493821918964386
epoch 6: {'matthews_correlation': np.float64(0.0833337385611757)} , current_best_corr: 0.4940209638805023 train_loss: 0.6533882021903992
epoch 7: {'matthews_correlation': np.float64(0.4572358424673613)} , current_best_corr: 0.4940209638805023 train_loss: 0.3003518283367157
epoch 8: {'matthews_correlation': np.float64(0.5382179635494023)} , current_best_corr: 0.5382179635494023 train_loss: 0.23651652038097382
epoch 9: {'matthews_correlation': np.float64(0.5474865115851942)} , current_best_corr: 0.5474865115851942 train_loss: 0.07845725864171982
epoch 10: {'matthews_correlation': np.float64(0.5989294177655428)} , current_best_corr: 0.5989294177655428 train_loss: 0.36860594153404236
epoch 11: {'matthews_correlation': np.float64(0.5904723326569448)} , current_best_corr: 0.5989294177655428 train_loss: 0.23191653192043304
epoch 12: {'matthews_correlation': np.float64(0.6070547378884164)} , current_best_corr: 0.6070547378884164 train_loss: 0.2173321694135666
epoch 13: {'matthews_correlation': np.float64(0.5785503670404233)} , current_best_corr: 0.6070547378884164 train_loss: 0.526746392250061
epoch 14: {'matthews_correlation': np.float64(0.5497032501894998)} , current_best_corr: 0.6070547378884164 train_loss: 0.37348103523254395
epoch 15: {'matthews_correlation': np.float64(0.5827865839334545)} , current_best_corr: 0.6070547378884164 train_loss: 0.6608456373214722
epoch 16: {'matthews_correlation': np.float64(0.5987131718515332)} , current_best_corr: 0.6070547378884164 train_loss: 0.28267985582351685
epoch 17: {'matthews_correlation': np.float64(0.5133671754762063)} , current_best_corr: 0.6070547378884164 train_loss: 0.06480155885219574
epoch 18: {'matthews_correlation': np.float64(0.564136238897088)} , current_best_corr: 0.6070547378884164 train_loss: 0.5661124587059021
epoch 19: {'matthews_correlation': np.float64(0.5728724145437311)} , current_best_corr: 0.6070547378884164 train_loss: 0.5595203638076782
epoch 20: {'matthews_correlation': np.float64(0.5630125915007046)} , current_best_corr: 0.6070547378884164 train_loss: 0.02688613533973694
epoch 21: {'matthews_correlation': np.float64(0.5816921311793568)} , current_best_corr: 0.6070547378884164 train_loss: 0.1180056482553482
epoch 22: {'matthews_correlation': np.float64(0.5812471142923993)} , current_best_corr: 0.6070547378884164 train_loss: 0.2267385572195053
epoch 23: {'matthews_correlation': np.float64(0.5862533930600534)} , current_best_corr: 0.6070547378884164 train_loss: 0.08229802548885345
epoch 24: {'matthews_correlation': np.float64(0.6131879999818785)} , current_best_corr: 0.6131879999818785 train_loss: 0.08163342624902725
epoch 25: {'matthews_correlation': np.float64(0.5857814029427137)} , current_best_corr: 0.6131879999818785 train_loss: 0.1620277464389801
epoch 26: {'matthews_correlation': np.float64(0.6163765495866412)} , current_best_corr: 0.6163765495866412 train_loss: 0.1190333217382431
epoch 27: {'matthews_correlation': np.float64(0.5981008799238268)} , current_best_corr: 0.6163765495866412 train_loss: 0.017428185790777206
epoch 28: {'matthews_correlation': np.float64(0.57368884664922)} , current_best_corr: 0.6163765495866412 train_loss: 0.11534551531076431
epoch 29: {'matthews_correlation': np.float64(0.5808907008648269)} , current_best_corr: 0.6163765495866412 train_loss: 0.7719899415969849
epoch 30: {'matthews_correlation': np.float64(0.6394949291150869)} , current_best_corr: 0.6394949291150869 train_loss: 0.08124399930238724
epoch 31: {'matthews_correlation': np.float64(0.6266027230366944)} , current_best_corr: 0.6394949291150869 train_loss: 0.6473082900047302
epoch 32: {'matthews_correlation': np.float64(0.5895693451531486)} , current_best_corr: 0.6394949291150869 train_loss: 0.045510828495025635
epoch 33: {'matthews_correlation': np.float64(0.5600481335616141)} , current_best_corr: 0.6394949291150869 train_loss: 0.01719384826719761
epoch 34: {'matthews_correlation': np.float64(0.6290873605037278)} , current_best_corr: 0.6394949291150869 train_loss: 0.4247974455356598
epoch 35: {'matthews_correlation': np.float64(0.6072497164582199)} , current_best_corr: 0.6394949291150869 train_loss: 0.2361166626214981
epoch 36: {'matthews_correlation': np.float64(0.6294576105268982)} , current_best_corr: 0.6394949291150869 train_loss: 0.09026277810335159
epoch 37: {'matthews_correlation': np.float64(0.6344981873519642)} , current_best_corr: 0.6394949291150869 train_loss: 0.00860195979475975
epoch 38: {'matthews_correlation': np.float64(0.5258227748985058)} , current_best_corr: 0.6394949291150869 train_loss: 0.22995410859584808
epoch 39: {'matthews_correlation': np.float64(0.5920458702731031)} , current_best_corr: 0.6394949291150869 train_loss: 0.5323564410209656
epoch 40: {'matthews_correlation': np.float64(0.5981073556597793)} , current_best_corr: 0.6394949291150869 train_loss: 0.17357203364372253
epoch 41: {'matthews_correlation': np.float64(0.6156122740240678)} , current_best_corr: 0.6394949291150869 train_loss: 0.06212377920746803
epoch 42: {'matthews_correlation': np.float64(0.6272795802239798)} , current_best_corr: 0.6394949291150869 train_loss: 0.25002527236938477
epoch 43: {'matthews_correlation': np.float64(0.6158197390467447)} , current_best_corr: 0.6394949291150869 train_loss: 0.2195030152797699
epoch 44: {'matthews_correlation': np.float64(0.6163531656503479)} , current_best_corr: 0.6394949291150869 train_loss: 0.006779592018574476
epoch 45: {'matthews_correlation': np.float64(0.6354854456759306)} , current_best_corr: 0.6394949291150869 train_loss: 0.1374969780445099
epoch 46: {'matthews_correlation': np.float64(0.5554642168473025)} , current_best_corr: 0.6394949291150869 train_loss: 0.07953709363937378
epoch 47: {'matthews_correlation': np.float64(0.6133696418485944)} , current_best_corr: 0.6394949291150869 train_loss: 0.009235058911144733
epoch 48: {'matthews_correlation': np.float64(0.6066733085972781)} , current_best_corr: 0.6394949291150869 train_loss: 0.16338233649730682
epoch 49: {'matthews_correlation': np.float64(0.6082838469514021)} , current_best_corr: 0.6394949291150869 train_loss: 0.16413351893424988
epoch 50: {'matthews_correlation': np.float64(0.6044964516136625)} , current_best_corr: 0.6394949291150869 train_loss: 0.022812893614172935
epoch 51: {'matthews_correlation': np.float64(0.6361192032001732)} , current_best_corr: 0.6394949291150869 train_loss: 0.0056741624139249325
epoch 52: {'matthews_correlation': np.float64(0.6269342965374732)} , current_best_corr: 0.6394949291150869 train_loss: 0.0031561683863401413
epoch 53: {'matthews_correlation': np.float64(0.6344981873519642)} , current_best_corr: 0.6394949291150869 train_loss: 0.0069825234822928905
epoch 54: {'matthews_correlation': np.float64(0.6177750528943655)} , current_best_corr: 0.6394949291150869 train_loss: 0.05978429690003395
epoch 55: {'matthews_correlation': np.float64(0.6251570531400433)} , current_best_corr: 0.6394949291150869 train_loss: 0.4757346212863922
epoch 56: {'matthews_correlation': np.float64(0.624558539017041)} , current_best_corr: 0.6394949291150869 train_loss: 0.01928686536848545
epoch 57: {'matthews_correlation': np.float64(0.6140286859373326)} , current_best_corr: 0.6394949291150869 train_loss: 0.03766048699617386
epoch 58: {'matthews_correlation': np.float64(0.6336880577760056)} , current_best_corr: 0.6394949291150869 train_loss: 0.005965393036603928
epoch 59: {'matthews_correlation': np.float64(0.6319788942897132)} , current_best_corr: 0.6394949291150869 train_loss: 0.2536584734916687
epoch 60: {'matthews_correlation': np.float64(0.6301644553603973)} , current_best_corr: 0.6394949291150869 train_loss: 0.0056975348852574825
epoch 61: {'matthews_correlation': np.float64(0.6228986533037935)} , current_best_corr: 0.6394949291150869 train_loss: 0.002747248625382781
epoch 62: {'matthews_correlation': np.float64(0.6206499022674911)} , current_best_corr: 0.6394949291150869 train_loss: 0.02950407564640045
epoch 63: {'matthews_correlation': np.float64(0.6246815571861462)} , current_best_corr: 0.6394949291150869 train_loss: 0.00782504491508007
epoch 64: {'matthews_correlation': np.float64(0.6422178563424945)} , current_best_corr: 0.6422178563424945 train_loss: 0.056319694966077805
epoch 65: {'matthews_correlation': np.float64(0.6334516581382855)} , current_best_corr: 0.6422178563424945 train_loss: 0.0019263789290562272
epoch 66: {'matthews_correlation': np.float64(0.6120851273043227)} , current_best_corr: 0.6422178563424945 train_loss: 0.6723992228507996
epoch 67: {'matthews_correlation': np.float64(0.6157225098949476)} , current_best_corr: 0.6422178563424945 train_loss: 0.002192429732531309
epoch 68: {'matthews_correlation': np.float64(0.6312707832668352)} , current_best_corr: 0.6422178563424945 train_loss: 0.0019962878432124853
epoch 69: {'matthews_correlation': np.float64(0.6287714546565786)} , current_best_corr: 0.6422178563424945 train_loss: 0.005398031789809465
epoch 70: {'matthews_correlation': np.float64(0.6262696480582318)} , current_best_corr: 0.6422178563424945 train_loss: 0.6891061663627625
epoch 71: {'matthews_correlation': np.float64(0.6200481112574215)} , current_best_corr: 0.6422178563424945 train_loss: 0.00030447213794104755
epoch 72: {'matthews_correlation': np.float64(0.6332315290469769)} , current_best_corr: 0.6422178563424945 train_loss: 0.0005358046037144959
epoch 73: {'matthews_correlation': np.float64(0.629703181950203)} , current_best_corr: 0.6422178563424945 train_loss: 0.0012919714208692312
epoch 74: {'matthews_correlation': np.float64(0.6299363451317245)} , current_best_corr: 0.6422178563424945 train_loss: 0.04327648505568504
epoch 75: {'matthews_correlation': np.float64(0.6307254089235312)} , current_best_corr: 0.6422178563424945 train_loss: 0.002229480305686593
epoch 76: {'matthews_correlation': np.float64(0.63268855835171)} , current_best_corr: 0.6422178563424945 train_loss: 0.032475125044584274
epoch 77: {'matthews_correlation': np.float64(0.6305380037656513)} , current_best_corr: 0.6422178563424945 train_loss: 0.0038913856260478497
epoch 78: {'matthews_correlation': np.float64(0.6310175934070122)} , current_best_corr: 0.6422178563424945 train_loss: 0.0006217623013071716
epoch 79: {'matthews_correlation': np.float64(0.6251570531400433)} , current_best_corr: 0.6422178563424945 train_loss: 0.0010234974324703217
