Running for size 16 and layers 3
./Models/heart/3_16/
./Models/heart/3_16/0/initial/model.h5
Best for : 3
Best: [0.821388] Layer Size [3] and Neuron Size [16] using {'batch_size': 128, 'epochs': 800, 'lr': 0.001}
0.699184 (0.023716) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.1}
0.813061 (0.041335) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.01}
0.784490 (0.017006) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.001}
0.695102 (0.018417) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.1}
0.780490 (0.067533) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.01}
0.805061 (0.031740) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.001}
0.699184 (0.023716) with: {'batch_size': 32, 'epochs': 800, 'lr': 0.1}
0.800816 (0.035055) with: {'batch_size': 32, 'epochs': 800, 'lr': 0.01}
0.780490 (0.026999) with: {'batch_size': 32, 'epochs': 800, 'lr': 0.001}
0.699184 (0.023716) with: {'batch_size': 32, 'epochs': 400, 'lr': 0.1}
0.800816 (0.050612) with: {'batch_size': 32, 'epochs': 400, 'lr': 0.01}
0.784735 (0.025824) with: {'batch_size': 32, 'epochs': 400, 'lr': 0.001}
0.699184 (0.023716) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.1}
0.821306 (0.028674) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.01}
0.800980 (0.025474) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.001}
0.699184 (0.023716) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.1}
0.784571 (0.061267) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.01}
0.800898 (0.029306) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.001}
0.699184 (0.023716) with: {'batch_size': 64, 'epochs': 800, 'lr': 0.1}
0.809143 (0.040814) with: {'batch_size': 64, 'epochs': 800, 'lr': 0.01}
0.817143 (0.011659) with: {'batch_size': 64, 'epochs': 800, 'lr': 0.001}
0.699184 (0.023716) with: {'batch_size': 64, 'epochs': 400, 'lr': 0.1}
0.796980 (0.045170) with: {'batch_size': 64, 'epochs': 400, 'lr': 0.01}
0.784490 (0.046063) with: {'batch_size': 64, 'epochs': 400, 'lr': 0.001}
0.731837 (0.046351) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.1}
0.776571 (0.041838) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.01}
0.796980 (0.034747) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.001}
0.731837 (0.076247) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.1}
0.813224 (0.033537) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.01}
0.813143 (0.044756) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.001}
0.743755 (0.049942) with: {'batch_size': 128, 'epochs': 800, 'lr': 0.1}
0.772653 (0.037176) with: {'batch_size': 128, 'epochs': 800, 'lr': 0.01}
0.821388 (0.042132) with: {'batch_size': 128, 'epochs': 800, 'lr': 0.001}
0.707347 (0.037533) with: {'batch_size': 128, 'epochs': 400, 'lr': 0.1}
0.800898 (0.029306) with: {'batch_size': 128, 'epochs': 400, 'lr': 0.01}
0.796735 (0.022416) with: {'batch_size': 128, 'epochs': 400, 'lr': 0.001}
