Running for size 12 and layers 3
Best for : 3
Best: [-10.151240] Layer Size [3] and Neuron Size [12]  using {'batch_size': 32, 'epochs': 2000, 'lr': 0.01}
-18.063139 (7.904727) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.01}
-29.443180 (18.372429) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.001}
-10.822718 (7.276499) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.01}
-13.096533 (6.502899) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.001}
-142.536742 (241.734060) with: {'batch_size': 32, 'epochs': 1500, 'lr': 0.01}
-13.457701 (7.251078) with: {'batch_size': 32, 'epochs': 1500, 'lr': 0.001}
-10.151240 (4.263806) with: {'batch_size': 32, 'epochs': 2000, 'lr': 0.01}
-16.865200 (11.183455) with: {'batch_size': 32, 'epochs': 2000, 'lr': 0.001}
-22.866244 (13.908271) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.01}
-360.535706 (630.766746) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.001}
-14.470510 (4.646850) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.01}
-46.803714 (51.457646) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.001}
-22.530519 (11.208243) with: {'batch_size': 64, 'epochs': 1500, 'lr': 0.01}
-15.306361 (5.755522) with: {'batch_size': 64, 'epochs': 1500, 'lr': 0.001}
-11.244548 (5.134962) with: {'batch_size': 64, 'epochs': 2000, 'lr': 0.01}
-16.283418 (6.035275) with: {'batch_size': 64, 'epochs': 2000, 'lr': 0.001}
-42.359245 (31.989807) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.01}
-212.228545 (144.845737) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.001}
-20.189078 (11.887246) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.01}
-58.779541 (40.320173) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.001}
-16.256185 (3.123225) with: {'batch_size': 128, 'epochs': 1500, 'lr': 0.01}
-59.216821 (40.122255) with: {'batch_size': 128, 'epochs': 1500, 'lr': 0.001}
-12.327193 (7.236542) with: {'batch_size': 128, 'epochs': 2000, 'lr': 0.01}
-20.595000 (6.587926) with: {'batch_size': 128, 'epochs': 2000, 'lr': 0.001}
