Running for size 12 and layers 3
Best for : 3
Best: [-12.506700] Layer Size [3] and Neuron Size [12]  using {'batch_size': 64, 'epochs': 2000, 'lr': 0.01}
-25.565449 (10.962684) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.01}
-15.272061 (8.344317) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.001}
-19.074230 (10.509793) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.01}
-13.616874 (7.942561) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.001}
-17.075003 (16.519012) with: {'batch_size': 32, 'epochs': 1500, 'lr': 0.01}
-19.749851 (13.766835) with: {'batch_size': 32, 'epochs': 1500, 'lr': 0.001}
-13.370512 (4.260264) with: {'batch_size': 32, 'epochs': 2000, 'lr': 0.01}
-17.402348 (10.879692) with: {'batch_size': 32, 'epochs': 2000, 'lr': 0.001}
-14.767468 (6.539460) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.01}
-43.665309 (31.567101) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.001}
-29.917692 (23.580960) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.01}
-19.575015 (17.001810) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.001}
-15.212676 (8.205287) with: {'batch_size': 64, 'epochs': 1500, 'lr': 0.01}
-19.524777 (11.034725) with: {'batch_size': 64, 'epochs': 1500, 'lr': 0.001}
-12.506700 (3.684124) with: {'batch_size': 64, 'epochs': 2000, 'lr': 0.01}
-18.719098 (12.396253) with: {'batch_size': 64, 'epochs': 2000, 'lr': 0.001}
-51.770523 (54.468084) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.01}
-84.596715 (93.506059) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.001}
-23.932357 (22.599212) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.01}
-58.251690 (66.700008) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.001}
-86.374033 (96.199829) with: {'batch_size': 128, 'epochs': 1500, 'lr': 0.01}
-71.353599 (80.002765) with: {'batch_size': 128, 'epochs': 1500, 'lr': 0.001}
-16.410673 (13.428871) with: {'batch_size': 128, 'epochs': 2000, 'lr': 0.01}
-32.963160 (29.141413) with: {'batch_size': 128, 'epochs': 2000, 'lr': 0.001}
