Running for size 16 and layers 3
./Models/heart/3_16/
./Models/heart/3_16/0/initial/model.h5
Best for : 3
Best: [0.825224] Layer Size [3] and Neuron Size [16] using {'batch_size': 64, 'epochs': 500, 'lr': 0.001}
0.723510 (0.040371) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.1}
0.812898 (0.033165) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.01}
0.788653 (0.041799) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.001}
0.723510 (0.040371) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.1}
0.784653 (0.034843) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.01}
0.776408 (0.038763) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.001}
0.723510 (0.040371) with: {'batch_size': 32, 'epochs': 800, 'lr': 0.1}
0.776327 (0.036997) with: {'batch_size': 32, 'epochs': 800, 'lr': 0.01}
0.796816 (0.033656) with: {'batch_size': 32, 'epochs': 800, 'lr': 0.001}
0.739837 (0.048937) with: {'batch_size': 32, 'epochs': 400, 'lr': 0.1}
0.772163 (0.052918) with: {'batch_size': 32, 'epochs': 400, 'lr': 0.01}
0.817143 (0.042449) with: {'batch_size': 32, 'epochs': 400, 'lr': 0.001}
0.723510 (0.040371) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.1}
0.817388 (0.046515) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.01}
0.796816 (0.033656) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.001}
0.752082 (0.029487) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.1}
0.796571 (0.029799) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.01}
0.825224 (0.033011) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.001}
0.723510 (0.040371) with: {'batch_size': 64, 'epochs': 800, 'lr': 0.1}
0.804898 (0.020555) with: {'batch_size': 64, 'epochs': 800, 'lr': 0.01}
0.808980 (0.045627) with: {'batch_size': 64, 'epochs': 800, 'lr': 0.001}
0.723510 (0.040371) with: {'batch_size': 64, 'epochs': 400, 'lr': 0.1}
0.788408 (0.034135) with: {'batch_size': 64, 'epochs': 400, 'lr': 0.01}
0.801061 (0.054141) with: {'batch_size': 64, 'epochs': 400, 'lr': 0.001}
0.723510 (0.040371) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.1}
0.744000 (0.026576) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.01}
0.804980 (0.050506) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.001}
0.731673 (0.041783) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.1}
0.780408 (0.024408) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.01}
0.813061 (0.053617) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.001}
0.776571 (0.049161) with: {'batch_size': 128, 'epochs': 800, 'lr': 0.1}
0.764163 (0.047864) with: {'batch_size': 128, 'epochs': 800, 'lr': 0.01}
0.788653 (0.059831) with: {'batch_size': 128, 'epochs': 800, 'lr': 0.001}
0.739510 (0.056405) with: {'batch_size': 128, 'epochs': 400, 'lr': 0.1}
0.796816 (0.036047) with: {'batch_size': 128, 'epochs': 400, 'lr': 0.01}
0.813061 (0.045186) with: {'batch_size': 128, 'epochs': 400, 'lr': 0.001}
