Running for size 16 and layers 3
./Models/heart/3_16/
./Models/heart/3_16/0/initial/model.h5
Best for : 3
Best: [0.813224] Layer Size [3] and Neuron Size [16] using {'batch_size': 128, 'epochs': 500, 'lr': 0.01}
0.707347 (0.066389) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.1}
0.776653 (0.032116) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.01}
0.788735 (0.046964) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.001}
0.707347 (0.066389) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.1}
0.792816 (0.042791) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.01}
0.772735 (0.065694) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.001}
0.707347 (0.066389) with: {'batch_size': 32, 'epochs': 800, 'lr': 0.1}
0.747918 (0.042258) with: {'batch_size': 32, 'epochs': 800, 'lr': 0.01}
0.764571 (0.059476) with: {'batch_size': 32, 'epochs': 800, 'lr': 0.001}
0.731837 (0.064402) with: {'batch_size': 32, 'epochs': 400, 'lr': 0.1}
0.756327 (0.050216) with: {'batch_size': 32, 'epochs': 400, 'lr': 0.01}
0.780898 (0.070433) with: {'batch_size': 32, 'epochs': 400, 'lr': 0.001}
0.707347 (0.066389) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.1}
0.792980 (0.076760) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.01}
0.772571 (0.058650) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.001}
0.707347 (0.066389) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.1}
0.768408 (0.029464) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.01}
0.801061 (0.049310) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.001}
0.703265 (0.058463) with: {'batch_size': 64, 'epochs': 800, 'lr': 0.1}
0.784735 (0.036514) with: {'batch_size': 64, 'epochs': 800, 'lr': 0.01}
0.797061 (0.051486) with: {'batch_size': 64, 'epochs': 800, 'lr': 0.001}
0.707347 (0.066389) with: {'batch_size': 64, 'epochs': 400, 'lr': 0.1}
0.776653 (0.053517) with: {'batch_size': 64, 'epochs': 400, 'lr': 0.01}
0.801224 (0.064376) with: {'batch_size': 64, 'epochs': 400, 'lr': 0.001}
0.752245 (0.059982) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.1}
0.768327 (0.041783) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.01}
0.772653 (0.085905) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.001}
0.735918 (0.075743) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.1}
0.813224 (0.065499) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.01}
0.792898 (0.073808) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.001}
0.707347 (0.066389) with: {'batch_size': 128, 'epochs': 800, 'lr': 0.1}
0.805225 (0.078934) with: {'batch_size': 128, 'epochs': 800, 'lr': 0.01}
0.772571 (0.058650) with: {'batch_size': 128, 'epochs': 800, 'lr': 0.001}
0.731837 (0.071744) with: {'batch_size': 128, 'epochs': 400, 'lr': 0.1}
0.784735 (0.051634) with: {'batch_size': 128, 'epochs': 400, 'lr': 0.01}
0.768490 (0.072904) with: {'batch_size': 128, 'epochs': 400, 'lr': 0.001}
