Running for size 12 and layers 3
Best for : 3
Best: [-12.465818] Layer Size [3] and Neuron Size [12]  using {'batch_size': 32, 'epochs': 2000, 'lr': 0.01}
-27.868878 (10.367317) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.01}
-20.389855 (9.354080) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.001}
-15.383941 (9.044249) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.01}
-24.789339 (7.124981) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.001}
-14.784963 (4.840458) with: {'batch_size': 32, 'epochs': 1500, 'lr': 0.01}
-15.585222 (9.423062) with: {'batch_size': 32, 'epochs': 1500, 'lr': 0.001}
-12.465818 (5.416818) with: {'batch_size': 32, 'epochs': 2000, 'lr': 0.01}
-23.550021 (12.301950) with: {'batch_size': 32, 'epochs': 2000, 'lr': 0.001}
-26.390716 (9.330202) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.01}
-94.070420 (92.142539) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.001}
-25.899934 (17.897265) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.01}
-30.557755 (29.098234) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.001}
-20.031648 (9.714918) with: {'batch_size': 64, 'epochs': 1500, 'lr': 0.01}
-22.243060 (13.402601) with: {'batch_size': 64, 'epochs': 1500, 'lr': 0.001}
-26.826995 (11.738992) with: {'batch_size': 64, 'epochs': 2000, 'lr': 0.01}
-16.817284 (7.361445) with: {'batch_size': 64, 'epochs': 2000, 'lr': 0.001}
-26.225725 (9.740124) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.01}
-225.713275 (203.971728) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.001}
-30.377342 (21.931391) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.01}
-54.023294 (16.932707) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.001}
-20.218292 (8.546284) with: {'batch_size': 128, 'epochs': 1500, 'lr': 0.01}
-42.818478 (40.660791) with: {'batch_size': 128, 'epochs': 1500, 'lr': 0.001}
-16.176379 (5.945988) with: {'batch_size': 128, 'epochs': 2000, 'lr': 0.01}
-35.331581 (23.735018) with: {'batch_size': 128, 'epochs': 2000, 'lr': 0.001}
