epoch 0: {'matthews_correlation': np.float64(0.4557233031346129)} , current_best_corr: 0.4557233031346129 train_loss: 0.311237096786499
epoch 1: {'matthews_correlation': np.float64(0.5686253072725648)} , current_best_corr: 0.5686253072725648 train_loss: 0.24514348804950714
epoch 2: {'matthews_correlation': np.float64(0.5884441454617476)} , current_best_corr: 0.5884441454617476 train_loss: 0.23569989204406738
epoch 3: {'matthews_correlation': np.float64(0.5843571592017298)} , current_best_corr: 0.5884441454617476 train_loss: 1.9182780981063843
epoch 4: {'matthews_correlation': np.float64(0.6364215869715157)} , current_best_corr: 0.6364215869715157 train_loss: 0.4332186281681061
epoch 5: {'matthews_correlation': np.float64(0.6131894280886927)} , current_best_corr: 0.6364215869715157 train_loss: 0.37803202867507935
epoch 6: {'matthews_correlation': np.float64(0.6239165390159388)} , current_best_corr: 0.6364215869715157 train_loss: 0.5455471277236938
epoch 7: {'matthews_correlation': np.float64(0.5778379842235938)} , current_best_corr: 0.6364215869715157 train_loss: 0.28126057982444763
epoch 8: {'matthews_correlation': np.float64(0.6531718098861178)} , current_best_corr: 0.6531718098861178 train_loss: 0.5518540143966675
epoch 9: {'matthews_correlation': np.float64(0.6663829085961597)} , current_best_corr: 0.6663829085961597 train_loss: 0.5792588591575623
epoch 10: {'matthews_correlation': np.float64(0.6521277476455858)} , current_best_corr: 0.6663829085961597 train_loss: 0.10687373578548431
epoch 11: {'matthews_correlation': np.float64(0.6578305230956814)} , current_best_corr: 0.6663829085961597 train_loss: 0.3098296523094177
epoch 12: {'matthews_correlation': np.float64(0.6622866141734262)} , current_best_corr: 0.6663829085961597 train_loss: 0.09507808834314346
epoch 13: {'matthews_correlation': np.float64(0.6236307572313473)} , current_best_corr: 0.6663829085961597 train_loss: 0.2966521084308624
epoch 14: {'matthews_correlation': np.float64(0.6385561466725135)} , current_best_corr: 0.6663829085961597 train_loss: 0.020998822525143623
epoch 15: {'matthews_correlation': np.float64(0.5930546484314362)} , current_best_corr: 0.6663829085961597 train_loss: 0.72806316614151
epoch 16: {'matthews_correlation': np.float64(0.6362621815348365)} , current_best_corr: 0.6663829085961597 train_loss: 0.2809680998325348
epoch 17: {'matthews_correlation': np.float64(0.6156933167960152)} , current_best_corr: 0.6663829085961597 train_loss: 0.021574703976511955
epoch 18: {'matthews_correlation': np.float64(0.6137218790341886)} , current_best_corr: 0.6663829085961597 train_loss: 0.12984351813793182
epoch 19: {'matthews_correlation': np.float64(0.6336264552651618)} , current_best_corr: 0.6663829085961597 train_loss: 0.3066830039024353
epoch 20: {'matthews_correlation': np.float64(0.6381997846972579)} , current_best_corr: 0.6663829085961597 train_loss: 0.008936491794884205
epoch 21: {'matthews_correlation': np.float64(0.6692206303782127)} , current_best_corr: 0.6692206303782127 train_loss: 0.05844523385167122
epoch 22: {'matthews_correlation': np.float64(0.6452811148062871)} , current_best_corr: 0.6692206303782127 train_loss: 0.03953114151954651
epoch 23: {'matthews_correlation': np.float64(0.6576861083353279)} , current_best_corr: 0.6692206303782127 train_loss: 0.11511459201574326
epoch 24: {'matthews_correlation': np.float64(0.6649428625303109)} , current_best_corr: 0.6692206303782127 train_loss: 0.004089537542313337
epoch 25: {'matthews_correlation': np.float64(0.6294853119353584)} , current_best_corr: 0.6692206303782127 train_loss: 0.24175575375556946
epoch 26: {'matthews_correlation': np.float64(0.6509421403474108)} , current_best_corr: 0.6692206303782127 train_loss: 0.7519160509109497
epoch 27: {'matthews_correlation': np.float64(0.6679153575241499)} , current_best_corr: 0.6692206303782127 train_loss: 0.00859745778143406
epoch 28: {'matthews_correlation': np.float64(0.661735756420702)} , current_best_corr: 0.6692206303782127 train_loss: 0.036194659769535065
epoch 29: {'matthews_correlation': np.float64(0.6527033808895344)} , current_best_corr: 0.6692206303782127 train_loss: 0.004348197020590305
epoch 30: {'matthews_correlation': np.float64(0.6557131266546689)} , current_best_corr: 0.6692206303782127 train_loss: 0.22320237755775452
epoch 31: {'matthews_correlation': np.float64(0.6535807114950423)} , current_best_corr: 0.6692206303782127 train_loss: 0.020744595676660538
epoch 32: {'matthews_correlation': np.float64(0.6440774707016963)} , current_best_corr: 0.6692206303782127 train_loss: 0.022399166598916054
epoch 33: {'matthews_correlation': np.float64(0.6535040856814195)} , current_best_corr: 0.6692206303782127 train_loss: 0.0008351114811375737
epoch 34: {'matthews_correlation': np.float64(0.6664065124293871)} , current_best_corr: 0.6692206303782127 train_loss: 0.0021665904205292463
epoch 35: {'matthews_correlation': np.float64(0.6587886115933416)} , current_best_corr: 0.6692206303782127 train_loss: 0.011582077480852604
epoch 36: {'matthews_correlation': np.float64(0.6668506151065552)} , current_best_corr: 0.6692206303782127 train_loss: 0.021253978833556175
epoch 37: {'matthews_correlation': np.float64(0.6718003572395428)} , current_best_corr: 0.6718003572395428 train_loss: 0.00039325360557995737
epoch 38: {'matthews_correlation': np.float64(0.6618939398663453)} , current_best_corr: 0.6718003572395428 train_loss: 0.003115126397460699
epoch 39: {'matthews_correlation': np.float64(0.664145461224172)} , current_best_corr: 0.6718003572395428 train_loss: 0.0012568860547617078
