Running for size 12 and layers 3
Best for : 3
Best: [-10.792705] Layer Size [3] and Neuron Size [12]  using {'batch_size': 32, 'epochs': 2000, 'lr': 0.01}
-19.867704 (13.649706) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.01}
-59.891551 (51.382432) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.001}
-14.341671 (10.691665) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.01}
-16.761009 (11.107392) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.001}
-15.697571 (9.236916) with: {'batch_size': 32, 'epochs': 1500, 'lr': 0.01}
-15.975904 (10.285512) with: {'batch_size': 32, 'epochs': 1500, 'lr': 0.001}
-10.792705 (6.511597) with: {'batch_size': 32, 'epochs': 2000, 'lr': 0.01}
-17.166512 (10.874848) with: {'batch_size': 32, 'epochs': 2000, 'lr': 0.001}
-19.963464 (7.943816) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.01}
-53.532898 (21.267125) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.001}
-12.678540 (6.342622) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.01}
-23.724361 (11.904583) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.001}
-14.998637 (7.592711) with: {'batch_size': 64, 'epochs': 1500, 'lr': 0.01}
-16.639646 (9.691677) with: {'batch_size': 64, 'epochs': 1500, 'lr': 0.001}
-14.255084 (10.209703) with: {'batch_size': 64, 'epochs': 2000, 'lr': 0.01}
-17.111706 (9.406905) with: {'batch_size': 64, 'epochs': 2000, 'lr': 0.001}
-53.312044 (44.594237) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.01}
-211.430749 (273.149437) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.001}
-16.829608 (6.435747) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.01}
-53.421550 (11.038190) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.001}
-15.852241 (9.693361) with: {'batch_size': 128, 'epochs': 1500, 'lr': 0.01}
-82.755402 (76.894303) with: {'batch_size': 128, 'epochs': 1500, 'lr': 0.001}
-21.948406 (20.826804) with: {'batch_size': 128, 'epochs': 2000, 'lr': 0.01}
-16.282652 (7.498370) with: {'batch_size': 128, 'epochs': 2000, 'lr': 0.001}
