Running for size 12 and layers 3
Best for : 3
Best: [-10.818365] Layer Size [3] and Neuron Size [12]  using {'batch_size': 32, 'epochs': 1500, 'lr': 0.01}
-23.139635 (18.337104) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.01}
-41.048574 (39.394067) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.001}
-27.748936 (25.506217) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.01}
-14.590311 (7.181793) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.001}
-10.818365 (5.921728) with: {'batch_size': 32, 'epochs': 1500, 'lr': 0.01}
-16.846300 (9.776003) with: {'batch_size': 32, 'epochs': 1500, 'lr': 0.001}
-10.889961 (8.711443) with: {'batch_size': 32, 'epochs': 2000, 'lr': 0.01}
-15.370386 (10.744245) with: {'batch_size': 32, 'epochs': 2000, 'lr': 0.001}
-21.574159 (9.314293) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.01}
-58.148001 (24.270779) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.001}
-18.579735 (13.082313) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.01}
-32.427890 (12.762319) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.001}
-35.055625 (35.319284) with: {'batch_size': 64, 'epochs': 1500, 'lr': 0.01}
-19.606527 (9.411785) with: {'batch_size': 64, 'epochs': 1500, 'lr': 0.001}
-21.940414 (10.925783) with: {'batch_size': 64, 'epochs': 2000, 'lr': 0.01}
-16.286573 (13.480738) with: {'batch_size': 64, 'epochs': 2000, 'lr': 0.001}
-87.755960 (91.634670) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.01}
-115.859528 (39.162607) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.001}
-14.972838 (6.095467) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.01}
-57.286782 (29.905914) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.001}
-17.777351 (11.303968) with: {'batch_size': 128, 'epochs': 1500, 'lr': 0.01}
-45.539044 (37.569179) with: {'batch_size': 128, 'epochs': 1500, 'lr': 0.001}
-22.701270 (18.345325) with: {'batch_size': 128, 'epochs': 2000, 'lr': 0.01}
-17.068699 (11.841552) with: {'batch_size': 128, 'epochs': 2000, 'lr': 0.001}
