epoch 0: {'matthews_correlation': 0.0} , current_best_corr: 0.0 train_loss: 0.5064952373504639
epoch 1: {'matthews_correlation': 0.4528085001256977} , current_best_corr: 0.4528085001256977 train_loss: 0.2968645691871643
epoch 2: {'matthews_correlation': 0.5314083843246411} , current_best_corr: 0.5314083843246411 train_loss: 0.3451506495475769
epoch 3: {'matthews_correlation': 0.5450362181686306} , current_best_corr: 0.5450362181686306 train_loss: 0.1725858896970749
epoch 4: {'matthews_correlation': 0.5832008422729765} , current_best_corr: 0.5832008422729765 train_loss: 0.32673928141593933
epoch 5: {'matthews_correlation': 0.5730766020227869} , current_best_corr: 0.5832008422729765 train_loss: 0.8522001504898071
epoch 6: {'matthews_correlation': 0.5578770438298012} , current_best_corr: 0.5832008422729765 train_loss: 0.42785248160362244
epoch 7: {'matthews_correlation': 0.5515800132380696} , current_best_corr: 0.5832008422729765 train_loss: 0.2696753144264221
epoch 8: {'matthews_correlation': 0.5859615037280541} , current_best_corr: 0.5859615037280541 train_loss: 0.24621614813804626
epoch 9: {'matthews_correlation': 0.5863075494785002} , current_best_corr: 0.5863075494785002 train_loss: 0.1904139369726181
epoch 10: {'matthews_correlation': 0.6131862438295606} , current_best_corr: 0.6131862438295606 train_loss: 0.32860419154167175
epoch 11: {'matthews_correlation': 0.5834280851949736} , current_best_corr: 0.6131862438295606 train_loss: 0.6470603346824646
epoch 12: {'matthews_correlation': 0.6207194911624668} , current_best_corr: 0.6207194911624668 train_loss: 0.46639570593833923
epoch 13: {'matthews_correlation': 0.6182197264087645} , current_best_corr: 0.6207194911624668 train_loss: 0.2934763729572296
epoch 14: {'matthews_correlation': 0.616383370327138} , current_best_corr: 0.6207194911624668 train_loss: 0.28700119256973267
epoch 15: {'matthews_correlation': 0.6417812098009434} , current_best_corr: 0.6417812098009434 train_loss: 0.15767815709114075
epoch 16: {'matthews_correlation': 0.6158642432257276} , current_best_corr: 0.6417812098009434 train_loss: 0.8293694853782654
epoch 17: {'matthews_correlation': 0.6181875257246454} , current_best_corr: 0.6417812098009434 train_loss: 0.20090298354625702
epoch 18: {'matthews_correlation': 0.6109706731207158} , current_best_corr: 0.6417812098009434 train_loss: 0.0842343345284462
epoch 19: {'matthews_correlation': 0.6108743288323454} , current_best_corr: 0.6417812098009434 train_loss: 0.21335271000862122
epoch 20: {'matthews_correlation': 0.610871836940491} , current_best_corr: 0.6417812098009434 train_loss: 0.08323431760072708
epoch 21: {'matthews_correlation': 0.6356215524304684} , current_best_corr: 0.6417812098009434 train_loss: 0.08853669464588165
epoch 22: {'matthews_correlation': 0.5856103177601568} , current_best_corr: 0.6417812098009434 train_loss: 0.160308837890625
epoch 23: {'matthews_correlation': 0.6157364530398333} , current_best_corr: 0.6417812098009434 train_loss: 0.0952889546751976
epoch 24: {'matthews_correlation': 0.6258978986785575} , current_best_corr: 0.6417812098009434 train_loss: 0.0810004472732544
epoch 25: {'matthews_correlation': 0.6132379591518842} , current_best_corr: 0.6417812098009434 train_loss: 0.06072208285331726
epoch 26: {'matthews_correlation': 0.608558135506955} , current_best_corr: 0.6417812098009434 train_loss: 0.6383007764816284
epoch 27: {'matthews_correlation': 0.5992215466535732} , current_best_corr: 0.6417812098009434 train_loss: 0.07457595318555832
epoch 28: {'matthews_correlation': 0.6281549838358158} , current_best_corr: 0.6417812098009434 train_loss: 0.4133166968822479
epoch 29: {'matthews_correlation': 0.6008788381144764} , current_best_corr: 0.6417812098009434 train_loss: 0.39546868205070496
epoch 30: {'matthews_correlation': 0.6233292848646662} , current_best_corr: 0.6417812098009434 train_loss: 0.06485717743635178
epoch 31: {'matthews_correlation': 0.6358835820536083} , current_best_corr: 0.6417812098009434 train_loss: 0.07988768815994263
epoch 32: {'matthews_correlation': 0.6034053904179437} , current_best_corr: 0.6417812098009434 train_loss: 0.07213594764471054
epoch 33: {'matthews_correlation': 0.6182318665058879} , current_best_corr: 0.6417812098009434 train_loss: 0.06744185090065002
epoch 34: {'matthews_correlation': 0.6035894895952164} , current_best_corr: 0.6417812098009434 train_loss: 0.060846731066703796
epoch 35: {'matthews_correlation': 0.643050604687314} , current_best_corr: 0.643050604687314 train_loss: 0.07007746398448944
epoch 36: {'matthews_correlation': 0.5957258748412207} , current_best_corr: 0.643050604687314 train_loss: 0.058235205709934235
epoch 37: {'matthews_correlation': 0.6406194503745494} , current_best_corr: 0.643050604687314 train_loss: 0.12701934576034546
epoch 38: {'matthews_correlation': 0.6032121451400153} , current_best_corr: 0.643050604687314 train_loss: 0.1930299699306488
epoch 39: {'matthews_correlation': 0.6207242502214079} , current_best_corr: 0.643050604687314 train_loss: 0.07945161312818527
epoch 40: {'matthews_correlation': 0.6333205721749096} , current_best_corr: 0.643050604687314 train_loss: 0.08955284208059311
epoch 41: {'matthews_correlation': 0.6355999809484597} , current_best_corr: 0.643050604687314 train_loss: 0.08072593063116074
epoch 42: {'matthews_correlation': 0.643238585646159} , current_best_corr: 0.643238585646159 train_loss: 0.05861937999725342
epoch 43: {'matthews_correlation': 0.6581805893879898} , current_best_corr: 0.6581805893879898 train_loss: 0.06034114211797714
epoch 44: {'matthews_correlation': 0.5932929833327301} , current_best_corr: 0.6581805893879898 train_loss: 0.09286780655384064
epoch 45: {'matthews_correlation': 0.6310085291219908} , current_best_corr: 0.6581805893879898 train_loss: 0.06239990517497063
epoch 46: {'matthews_correlation': 0.6340992349486394} , current_best_corr: 0.6581805893879898 train_loss: 0.06144164502620697
epoch 47: {'matthews_correlation': 0.6336264552651618} , current_best_corr: 0.6581805893879898 train_loss: 0.057860709726810455
epoch 48: {'matthews_correlation': 0.6110771753348959} , current_best_corr: 0.6581805893879898 train_loss: 0.06102856248617172
epoch 49: {'matthews_correlation': 0.6256673855627156} , current_best_corr: 0.6581805893879898 train_loss: 0.057822663336992264
epoch 50: {'matthews_correlation': 0.6306559696899426} , current_best_corr: 0.6581805893879898 train_loss: 0.06215536221861839
epoch 51: {'matthews_correlation': 0.6282273595071006} , current_best_corr: 0.6581805893879898 train_loss: 0.057453982532024384
epoch 52: {'matthews_correlation': 0.6265913598426309} , current_best_corr: 0.6581805893879898 train_loss: 0.05871061980724335
epoch 53: {'matthews_correlation': 0.6455219823779293} , current_best_corr: 0.6581805893879898 train_loss: 0.057732611894607544
epoch 54: {'matthews_correlation': 0.6235271385571736} , current_best_corr: 0.6581805893879898 train_loss: 0.05801314115524292
epoch 55: {'matthews_correlation': 0.6231769752814784} , current_best_corr: 0.6581805893879898 train_loss: 0.057458605617284775
epoch 56: {'matthews_correlation': 0.6231769752814784} , current_best_corr: 0.6581805893879898 train_loss: 0.0579674206674099
epoch 57: {'matthews_correlation': 0.6212584232587556} , current_best_corr: 0.6581805893879898 train_loss: 0.07565151154994965
epoch 58: {'matthews_correlation': 0.6133875937511768} , current_best_corr: 0.6581805893879898 train_loss: 0.07050818204879761
epoch 59: {'matthews_correlation': 0.6310085291219908} , current_best_corr: 0.6581805893879898 train_loss: 0.09882117062807083
epoch 60: {'matthews_correlation': 0.6132022979495473} , current_best_corr: 0.6581805893879898 train_loss: 0.05744213983416557
epoch 61: {'matthews_correlation': 0.6282273595071006} , current_best_corr: 0.6581805893879898 train_loss: 0.058239370584487915
epoch 62: {'matthews_correlation': 0.6357914877947441} , current_best_corr: 0.6581805893879898 train_loss: 0.10437119007110596
epoch 63: {'matthews_correlation': 0.616383370327138} , current_best_corr: 0.6581805893879898 train_loss: 0.25245290994644165
epoch 64: {'matthews_correlation': 0.6084494723188812} , current_best_corr: 0.6581805893879898 train_loss: 0.08649352192878723
epoch 65: {'matthews_correlation': 0.6031694400672379} , current_best_corr: 0.6581805893879898 train_loss: 0.23221126198768616
epoch 66: {'matthews_correlation': 0.6137218790341886} , current_best_corr: 0.6581805893879898 train_loss: 0.05816362798213959
epoch 67: {'matthews_correlation': 0.6206837048829764} , current_best_corr: 0.6581805893879898 train_loss: 0.05742443725466728
epoch 68: {'matthews_correlation': 0.6188970025554703} , current_best_corr: 0.6581805893879898 train_loss: 0.28542932868003845
epoch 69: {'matthews_correlation': 0.6286336357917458} , current_best_corr: 0.6581805893879898 train_loss: 0.05776919797062874
epoch 70: {'matthews_correlation': 0.6209103735772308} , current_best_corr: 0.6581805893879898 train_loss: 0.05810844525694847
epoch 71: {'matthews_correlation': 0.6108743288323454} , current_best_corr: 0.6581805893879898 train_loss: 0.3326680064201355
epoch 72: {'matthews_correlation': 0.6434514580893359} , current_best_corr: 0.6581805893879898 train_loss: 0.05822179093956947
epoch 73: {'matthews_correlation': 0.605784652517054} , current_best_corr: 0.6581805893879898 train_loss: 0.07916506379842758
epoch 74: {'matthews_correlation': 0.6132022979495473} , current_best_corr: 0.6581805893879898 train_loss: 0.057438403367996216
epoch 75: {'matthews_correlation': 0.6282273595071006} , current_best_corr: 0.6581805893879898 train_loss: 0.057592593133449554
epoch 76: {'matthews_correlation': 0.6257105594755433} , current_best_corr: 0.6581805893879898 train_loss: 0.05843447521328926
epoch 77: {'matthews_correlation': 0.6307435718195655} , current_best_corr: 0.6581805893879898 train_loss: 0.05746734142303467
epoch 78: {'matthews_correlation': 0.6306559696899426} , current_best_corr: 0.6581805893879898 train_loss: 0.057601772248744965
epoch 79: {'matthews_correlation': 0.6281549838358158} , current_best_corr: 0.6581805893879898 train_loss: 0.1756117045879364
epoch 80: {'matthews_correlation': 0.6233292848646662} , current_best_corr: 0.6581805893879898 train_loss: 0.05949043110013008
epoch 81: {'matthews_correlation': 0.6157593279004692} , current_best_corr: 0.6581805893879898 train_loss: 0.07022719085216522
epoch 82: {'matthews_correlation': 0.6435833191274509} , current_best_corr: 0.6581805893879898 train_loss: 0.06445275992155075
epoch 83: {'matthews_correlation': 0.613211494270806} , current_best_corr: 0.6581805893879898 train_loss: 0.057445790618658066
epoch 84: {'matthews_correlation': 0.6257105594755433} , current_best_corr: 0.6581805893879898 train_loss: 0.06581614911556244
epoch 85: {'matthews_correlation': 0.6207194911624668} , current_best_corr: 0.6581805893879898 train_loss: 0.058750249445438385
epoch 86: {'matthews_correlation': 0.6358835820536083} , current_best_corr: 0.6581805893879898 train_loss: 0.05746275931596756
epoch 87: {'matthews_correlation': 0.6232614350622284} , current_best_corr: 0.6581805893879898 train_loss: 0.05978720635175705
epoch 88: {'matthews_correlation': 0.6306425398187112} , current_best_corr: 0.6581805893879898 train_loss: 0.07129672169685364
epoch 89: {'matthews_correlation': 0.6284086224320302} , current_best_corr: 0.6581805893879898 train_loss: 0.05910779535770416
epoch 90: {'matthews_correlation': 0.6310085291219908} , current_best_corr: 0.6581805893879898 train_loss: 0.05747267231345177
epoch 91: {'matthews_correlation': 0.6232164195970928} , current_best_corr: 0.6581805893879898 train_loss: 0.05793176591396332
epoch 92: {'matthews_correlation': 0.6331219341866674} , current_best_corr: 0.6581805893879898 train_loss: 0.05757876858115196
epoch 93: {'matthews_correlation': 0.6282019580480633} , current_best_corr: 0.6581805893879898 train_loss: 0.057449668645858765
epoch 94: {'matthews_correlation': 0.6282019580480633} , current_best_corr: 0.6581805893879898 train_loss: 0.43228188157081604
epoch 95: {'matthews_correlation': 0.635660170940733} , current_best_corr: 0.6581805893879898 train_loss: 0.05747295171022415
epoch 96: {'matthews_correlation': 0.6331219341866674} , current_best_corr: 0.6581805893879898 train_loss: 0.057534683495759964
epoch 97: {'matthews_correlation': 0.6206837048829764} , current_best_corr: 0.6581805893879898 train_loss: 0.057706814259290695
epoch 98: {'matthews_correlation': 0.6281691768918801} , current_best_corr: 0.6581805893879898 train_loss: 0.05744687840342522
epoch 99: {'matthews_correlation': 0.6256673855627156} , current_best_corr: 0.6581805893879898 train_loss: 0.0582236722111702
