Running for size 16 and layers 3
./Models/heart/3_16/
./Models/heart/3_16/0/initial/model.h5
Best for : 3
Best: [0.845714] Layer Size [3] and Neuron Size [16] using {'batch_size': 64, 'epochs': 1000, 'lr': 0.01}
0.719347 (0.028440) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.1}
0.825388 (0.036715) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.01}
0.764082 (0.048184) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.001}
0.719347 (0.028440) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.1}
0.801143 (0.045185) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.01}
0.805143 (0.040289) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.001}
0.719347 (0.028440) with: {'batch_size': 32, 'epochs': 800, 'lr': 0.1}
0.805061 (0.046622) with: {'batch_size': 32, 'epochs': 800, 'lr': 0.01}
0.776408 (0.022428) with: {'batch_size': 32, 'epochs': 800, 'lr': 0.001}
0.719347 (0.028440) with: {'batch_size': 32, 'epochs': 400, 'lr': 0.1}
0.792816 (0.034128) with: {'batch_size': 32, 'epochs': 400, 'lr': 0.01}
0.804898 (0.032998) with: {'batch_size': 32, 'epochs': 400, 'lr': 0.001}
0.719347 (0.028440) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.1}
0.845714 (0.046781) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.01}
0.780571 (0.046779) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.001}
0.719347 (0.028440) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.1}
0.796898 (0.049222) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.01}
0.785061 (0.068870) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.001}
0.719347 (0.028440) with: {'batch_size': 64, 'epochs': 800, 'lr': 0.1}
0.784490 (0.035900) with: {'batch_size': 64, 'epochs': 800, 'lr': 0.01}
0.764245 (0.061261) with: {'batch_size': 64, 'epochs': 800, 'lr': 0.001}
0.719347 (0.028440) with: {'batch_size': 64, 'epochs': 400, 'lr': 0.1}
0.805061 (0.031740) with: {'batch_size': 64, 'epochs': 400, 'lr': 0.01}
0.784653 (0.058136) with: {'batch_size': 64, 'epochs': 400, 'lr': 0.001}
0.719347 (0.028440) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.1}
0.764082 (0.025607) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.01}
0.784653 (0.032364) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.001}
0.752000 (0.045581) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.1}
0.792735 (0.023245) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.01}
0.796898 (0.035449) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.001}
0.752000 (0.077949) with: {'batch_size': 128, 'epochs': 800, 'lr': 0.1}
0.772327 (0.052371) with: {'batch_size': 128, 'epochs': 800, 'lr': 0.01}
0.756082 (0.025889) with: {'batch_size': 128, 'epochs': 800, 'lr': 0.001}
0.719347 (0.028440) with: {'batch_size': 128, 'epochs': 400, 'lr': 0.1}
0.772490 (0.031508) with: {'batch_size': 128, 'epochs': 400, 'lr': 0.01}
0.768571 (0.059926) with: {'batch_size': 128, 'epochs': 400, 'lr': 0.001}
