epoch 0: {'matthews_correlation': np.float64(0.46813423442126856)} , current_best_corr: 0.46813423442126856 train_loss: 0.5873650908470154
epoch 1: {'matthews_correlation': np.float64(0.5129698575915923)} , current_best_corr: 0.5129698575915923 train_loss: 0.33669355511665344
epoch 2: {'matthews_correlation': np.float64(0.46924526844967124)} , current_best_corr: 0.5129698575915923 train_loss: 0.7705228924751282
epoch 3: {'matthews_correlation': np.float64(0.5203811415338604)} , current_best_corr: 0.5203811415338604 train_loss: 0.6592144966125488
epoch 4: {'matthews_correlation': np.float64(0.4515590084670131)} , current_best_corr: 0.5203811415338604 train_loss: 0.6034679412841797
epoch 5: {'matthews_correlation': np.float64(0.4553410961810576)} , current_best_corr: 0.5203811415338604 train_loss: 0.5119020938873291
epoch 6: {'matthews_correlation': np.float64(0.3411498010721042)} , current_best_corr: 0.5203811415338604 train_loss: 0.08292700350284576
epoch 7: {'matthews_correlation': np.float64(0.519563286537562)} , current_best_corr: 0.5203811415338604 train_loss: 0.20940108597278595
epoch 8: {'matthews_correlation': np.float64(0.5508597963521884)} , current_best_corr: 0.5508597963521884 train_loss: 0.627234935760498
epoch 9: {'matthews_correlation': np.float64(0.612087383225778)} , current_best_corr: 0.612087383225778 train_loss: 0.8592962026596069
epoch 10: {'matthews_correlation': np.float64(0.5733209582846409)} , current_best_corr: 0.612087383225778 train_loss: 0.20644117891788483
epoch 11: {'matthews_correlation': np.float64(0.5805514135255713)} , current_best_corr: 0.612087383225778 train_loss: 0.28124359250068665
epoch 12: {'matthews_correlation': np.float64(0.5998094084751417)} , current_best_corr: 0.612087383225778 train_loss: 0.7618638873100281
epoch 13: {'matthews_correlation': np.float64(0.582564100971355)} , current_best_corr: 0.612087383225778 train_loss: 0.33547309041023254
epoch 14: {'matthews_correlation': np.float64(0.6007221525351318)} , current_best_corr: 0.612087383225778 train_loss: 0.4046647250652313
epoch 15: {'matthews_correlation': np.float64(0.5957111428238149)} , current_best_corr: 0.612087383225778 train_loss: 0.08756192773580551
epoch 16: {'matthews_correlation': np.float64(0.5727393770243)} , current_best_corr: 0.612087383225778 train_loss: 0.1093675047159195
epoch 17: {'matthews_correlation': np.float64(0.5830726622277062)} , current_best_corr: 0.612087383225778 train_loss: 0.057743437588214874
epoch 18: {'matthews_correlation': np.float64(0.5670365001955997)} , current_best_corr: 0.612087383225778 train_loss: 0.07061535865068436
epoch 19: {'matthews_correlation': np.float64(0.4827907698994698)} , current_best_corr: 0.612087383225778 train_loss: 0.6168932914733887
epoch 20: {'matthews_correlation': np.float64(0.5872286434194689)} , current_best_corr: 0.612087383225778 train_loss: 0.07042824476957321
epoch 21: {'matthews_correlation': np.float64(0.6137218790341886)} , current_best_corr: 0.6137218790341886 train_loss: 0.20779454708099365
epoch 22: {'matthews_correlation': np.float64(0.6293946383678903)} , current_best_corr: 0.6293946383678903 train_loss: 0.2273615300655365
epoch 23: {'matthews_correlation': np.float64(0.6020685977390582)} , current_best_corr: 0.6293946383678903 train_loss: 0.03893390670418739
epoch 24: {'matthews_correlation': np.float64(0.554573508760725)} , current_best_corr: 0.6293946383678903 train_loss: 0.44151681661605835
epoch 25: {'matthews_correlation': np.float64(0.605201609621419)} , current_best_corr: 0.6293946383678903 train_loss: 0.058055777102708817
epoch 26: {'matthews_correlation': np.float64(0.5665890872682902)} , current_best_corr: 0.6293946383678903 train_loss: 0.1734546422958374
epoch 27: {'matthews_correlation': np.float64(0.5939278343015987)} , current_best_corr: 0.6293946383678903 train_loss: 0.2718890309333801
epoch 28: {'matthews_correlation': np.float64(0.5832008422729765)} , current_best_corr: 0.6293946383678903 train_loss: 0.03759591653943062
epoch 29: {'matthews_correlation': np.float64(0.6020173191560251)} , current_best_corr: 0.6293946383678903 train_loss: 0.0370514914393425
epoch 30: {'matthews_correlation': np.float64(0.550740569901542)} , current_best_corr: 0.6293946383678903 train_loss: 0.0436825230717659
epoch 31: {'matthews_correlation': np.float64(0.6152135963197392)} , current_best_corr: 0.6293946383678903 train_loss: 0.7558441758155823
epoch 32: {'matthews_correlation': np.float64(0.5640063794282216)} , current_best_corr: 0.6293946383678903 train_loss: 0.3771544098854065
epoch 33: {'matthews_correlation': np.float64(0.5839039577204533)} , current_best_corr: 0.6293946383678903 train_loss: 0.04011815786361694
epoch 34: {'matthews_correlation': np.float64(0.5952717633195551)} , current_best_corr: 0.6293946383678903 train_loss: 0.0191291905939579
epoch 35: {'matthews_correlation': np.float64(0.6243069315415734)} , current_best_corr: 0.6293946383678903 train_loss: 0.024062376469373703
epoch 36: {'matthews_correlation': np.float64(0.582897151722857)} , current_best_corr: 0.6293946383678903 train_loss: 0.14599235355854034
epoch 37: {'matthews_correlation': np.float64(0.5881955703622721)} , current_best_corr: 0.6293946383678903 train_loss: 0.14750656485557556
epoch 38: {'matthews_correlation': np.float64(0.5945554194647816)} , current_best_corr: 0.6293946383678903 train_loss: 0.008481658063828945
epoch 39: {'matthews_correlation': np.float64(0.5892524852490167)} , current_best_corr: 0.6293946383678903 train_loss: 0.5363625884056091
epoch 40: {'matthews_correlation': np.float64(0.6212470088618706)} , current_best_corr: 0.6293946383678903 train_loss: 0.018822316080331802
epoch 41: {'matthews_correlation': np.float64(0.5941069846873775)} , current_best_corr: 0.6293946383678903 train_loss: 0.017911147326231003
epoch 42: {'matthews_correlation': np.float64(0.603805483309499)} , current_best_corr: 0.6293946383678903 train_loss: 0.001306980848312378
epoch 43: {'matthews_correlation': np.float64(0.5702308058201745)} , current_best_corr: 0.6293946383678903 train_loss: 0.026459572836756706
epoch 44: {'matthews_correlation': np.float64(0.5924031392167756)} , current_best_corr: 0.6293946383678903 train_loss: 0.06362992525100708
epoch 45: {'matthews_correlation': np.float64(0.6365419209614379)} , current_best_corr: 0.6365419209614379 train_loss: 0.006244990974664688
epoch 46: {'matthews_correlation': np.float64(0.6207979529065394)} , current_best_corr: 0.6365419209614379 train_loss: 0.02047445997595787
epoch 47: {'matthews_correlation': np.float64(0.626233932204244)} , current_best_corr: 0.6365419209614379 train_loss: 0.002427793573588133
epoch 48: {'matthews_correlation': np.float64(0.6034113719817248)} , current_best_corr: 0.6365419209614379 train_loss: 0.013370160944759846
epoch 49: {'matthews_correlation': np.float64(0.5880720138805856)} , current_best_corr: 0.6365419209614379 train_loss: 0.0006583444774150848
epoch 50: {'matthews_correlation': np.float64(0.6026099636404864)} , current_best_corr: 0.6365419209614379 train_loss: 0.0007459578919224441
epoch 51: {'matthews_correlation': np.float64(0.5804530426643317)} , current_best_corr: 0.6365419209614379 train_loss: 0.00021470979845616966
epoch 52: {'matthews_correlation': np.float64(0.5981008799238268)} , current_best_corr: 0.6365419209614379 train_loss: 0.2279658317565918
epoch 53: {'matthews_correlation': np.float64(0.6084811986880274)} , current_best_corr: 0.6365419209614379 train_loss: 0.05602526292204857
epoch 54: {'matthews_correlation': np.float64(0.5790158367915327)} , current_best_corr: 0.6365419209614379 train_loss: 0.012758895754814148
epoch 55: {'matthews_correlation': np.float64(0.5998744465597263)} , current_best_corr: 0.6365419209614379 train_loss: 0.160515695810318
epoch 56: {'matthews_correlation': np.float64(0.613960606345709)} , current_best_corr: 0.6365419209614379 train_loss: 0.10439328849315643
epoch 57: {'matthews_correlation': np.float64(0.6290963746390851)} , current_best_corr: 0.6365419209614379 train_loss: 0.006708560977131128
epoch 58: {'matthews_correlation': np.float64(0.6095582268996396)} , current_best_corr: 0.6365419209614379 train_loss: 0.2554404139518738
epoch 59: {'matthews_correlation': np.float64(0.6135727029307729)} , current_best_corr: 0.6365419209614379 train_loss: 0.019785096868872643
epoch 60: {'matthews_correlation': np.float64(0.6245508050862504)} , current_best_corr: 0.6365419209614379 train_loss: 0.24366764724254608
epoch 61: {'matthews_correlation': np.float64(0.5936351080219947)} , current_best_corr: 0.6365419209614379 train_loss: 0.0008427756256423891
epoch 62: {'matthews_correlation': np.float64(0.6006627834400852)} , current_best_corr: 0.6365419209614379 train_loss: 0.19662947952747345
epoch 63: {'matthews_correlation': np.float64(0.6077372338480053)} , current_best_corr: 0.6365419209614379 train_loss: 0.08180498331785202
epoch 64: {'matthews_correlation': np.float64(0.604716336729683)} , current_best_corr: 0.6365419209614379 train_loss: 0.553530752658844
epoch 65: {'matthews_correlation': np.float64(0.5961934731732783)} , current_best_corr: 0.6365419209614379 train_loss: 0.005672181490808725
epoch 66: {'matthews_correlation': np.float64(0.6258652611733364)} , current_best_corr: 0.6365419209614379 train_loss: 0.002011070493608713
epoch 67: {'matthews_correlation': np.float64(0.6088841377358047)} , current_best_corr: 0.6365419209614379 train_loss: 0.005032457876950502
epoch 68: {'matthews_correlation': np.float64(0.6114314504526814)} , current_best_corr: 0.6365419209614379 train_loss: 0.0031868184451013803
epoch 69: {'matthews_correlation': np.float64(0.6041264155921211)} , current_best_corr: 0.6365419209614379 train_loss: 0.00026214445824734867
epoch 70: {'matthews_correlation': np.float64(0.5984081258428807)} , current_best_corr: 0.6365419209614379 train_loss: 0.0009767361916601658
epoch 71: {'matthews_correlation': np.float64(0.6097804486545971)} , current_best_corr: 0.6365419209614379 train_loss: 0.060552626848220825
epoch 72: {'matthews_correlation': np.float64(0.5992215466535732)} , current_best_corr: 0.6365419209614379 train_loss: 0.00018512597307562828
epoch 73: {'matthews_correlation': np.float64(0.594786450396496)} , current_best_corr: 0.6365419209614379 train_loss: 0.0006446707411669195
epoch 74: {'matthews_correlation': np.float64(0.612438808134171)} , current_best_corr: 0.6365419209614379 train_loss: 0.0009674322791397572
epoch 75: {'matthews_correlation': np.float64(0.599083695829579)} , current_best_corr: 0.6365419209614379 train_loss: 0.14399884641170502
epoch 76: {'matthews_correlation': np.float64(0.5924031392167756)} , current_best_corr: 0.6365419209614379 train_loss: 0.06980515271425247
epoch 77: {'matthews_correlation': np.float64(0.5995070073458683)} , current_best_corr: 0.6365419209614379 train_loss: 0.001200357684865594
epoch 78: {'matthews_correlation': np.float64(0.603805483309499)} , current_best_corr: 0.6365419209614379 train_loss: 0.0004687549371737987
epoch 79: {'matthews_correlation': np.float64(0.6095476250356219)} , current_best_corr: 0.6365419209614379 train_loss: 0.00018043696763925254
