Running for size 16 and layers 3
./Models/heart/3_16/
./Models/heart/3_16/0/initial/model.h5
Best for : 3
Best: [0.829469] Layer Size [3] and Neuron Size [16] using {'batch_size': 64, 'epochs': 1000, 'lr': 0.01}
0.715510 (0.052803) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.1}
0.813061 (0.029591) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.01}
0.809061 (0.045207) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.001}
0.719592 (0.050116) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.1}
0.800980 (0.046350) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.01}
0.825306 (0.047135) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.001}
0.715510 (0.052803) with: {'batch_size': 32, 'epochs': 800, 'lr': 0.1}
0.804898 (0.020555) with: {'batch_size': 32, 'epochs': 800, 'lr': 0.01}
0.821224 (0.029365) with: {'batch_size': 32, 'epochs': 800, 'lr': 0.001}
0.715510 (0.052803) with: {'batch_size': 32, 'epochs': 400, 'lr': 0.1}
0.804898 (0.027490) with: {'batch_size': 32, 'epochs': 400, 'lr': 0.01}
0.796735 (0.028908) with: {'batch_size': 32, 'epochs': 400, 'lr': 0.001}
0.715510 (0.052803) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.1}
0.829469 (0.042901) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.01}
0.809061 (0.048753) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.001}
0.735918 (0.052328) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.1}
0.821306 (0.048183) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.01}
0.813143 (0.036561) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.001}
0.715510 (0.052803) with: {'batch_size': 64, 'epochs': 800, 'lr': 0.1}
0.788490 (0.063054) with: {'batch_size': 64, 'epochs': 800, 'lr': 0.01}
0.821143 (0.063727) with: {'batch_size': 64, 'epochs': 800, 'lr': 0.001}
0.715510 (0.052803) with: {'batch_size': 64, 'epochs': 400, 'lr': 0.1}
0.825306 (0.045334) with: {'batch_size': 64, 'epochs': 400, 'lr': 0.01}
0.796898 (0.055581) with: {'batch_size': 64, 'epochs': 400, 'lr': 0.001}
0.723673 (0.068562) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.1}
0.776571 (0.041838) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.01}
0.821306 (0.051525) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.001}
0.735510 (0.061382) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.1}
0.808980 (0.061219) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.01}
0.817143 (0.052929) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.001}
0.744082 (0.060425) with: {'batch_size': 128, 'epochs': 800, 'lr': 0.1}
0.808980 (0.035339) with: {'batch_size': 128, 'epochs': 800, 'lr': 0.01}
0.813143 (0.042854) with: {'batch_size': 128, 'epochs': 800, 'lr': 0.001}
0.715510 (0.052803) with: {'batch_size': 128, 'epochs': 400, 'lr': 0.1}
0.812816 (0.040232) with: {'batch_size': 128, 'epochs': 400, 'lr': 0.01}
0.821306 (0.048183) with: {'batch_size': 128, 'epochs': 400, 'lr': 0.001}
