Running for size 12 and layers 3
Best for : 3
Best: [-10.454896] Layer Size [3] and Neuron Size [12]  using {'batch_size': 32, 'epochs': 1500, 'lr': 0.01}
-73.655332 (113.198161) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.01}
-47.736297 (41.742092) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.001}
-15.659116 (13.060196) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.01}
-17.319757 (8.381593) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.001}
-10.454896 (7.101190) with: {'batch_size': 32, 'epochs': 1500, 'lr': 0.01}
-14.813429 (8.764222) with: {'batch_size': 32, 'epochs': 1500, 'lr': 0.001}
-11.458436 (6.046813) with: {'batch_size': 32, 'epochs': 2000, 'lr': 0.01}
-12.777497 (9.619523) with: {'batch_size': 32, 'epochs': 2000, 'lr': 0.001}
-18.479613 (16.522402) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.01}
-58.849795 (56.034802) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.001}
-25.137393 (17.019115) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.01}
-49.444782 (21.565945) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.001}
-18.642440 (8.086693) with: {'batch_size': 64, 'epochs': 1500, 'lr': 0.01}
-18.289088 (12.573520) with: {'batch_size': 64, 'epochs': 1500, 'lr': 0.001}
-19.850679 (15.314978) with: {'batch_size': 64, 'epochs': 2000, 'lr': 0.01}
-16.200786 (11.849152) with: {'batch_size': 64, 'epochs': 2000, 'lr': 0.001}
-30.503330 (16.646152) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.01}
-83.994487 (52.202457) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.001}
-63.803894 (96.668100) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.01}
-32.092845 (20.682092) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.001}
-21.565476 (13.959927) with: {'batch_size': 128, 'epochs': 1500, 'lr': 0.01}
-32.531302 (17.188420) with: {'batch_size': 128, 'epochs': 1500, 'lr': 0.001}
-16.880916 (11.743797) with: {'batch_size': 128, 'epochs': 2000, 'lr': 0.01}
-22.100335 (12.979535) with: {'batch_size': 128, 'epochs': 2000, 'lr': 0.001}
