Running for size 12 and layers 3
Best for : 3
Best: [-10.787538] Layer Size [3] and Neuron Size [12]  using {'batch_size': 32, 'epochs': 1500, 'lr': 0.01}
-20.848133 (10.557769) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.01}
-24.511046 (26.030413) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.001}
-14.811644 (10.608615) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.01}
-21.062161 (4.841846) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.001}
-10.787538 (4.450044) with: {'batch_size': 32, 'epochs': 1500, 'lr': 0.01}
-19.232113 (10.702767) with: {'batch_size': 32, 'epochs': 1500, 'lr': 0.001}
-16.891739 (9.050132) with: {'batch_size': 32, 'epochs': 2000, 'lr': 0.01}
-13.374630 (5.707427) with: {'batch_size': 32, 'epochs': 2000, 'lr': 0.001}
-28.159855 (12.061265) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.01}
-54.634639 (58.486638) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.001}
-41.709722 (44.888591) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.01}
-19.363768 (8.602799) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.001}
-18.411826 (10.668141) with: {'batch_size': 64, 'epochs': 1500, 'lr': 0.01}
-15.060359 (6.998549) with: {'batch_size': 64, 'epochs': 1500, 'lr': 0.001}
-16.238701 (7.333416) with: {'batch_size': 64, 'epochs': 2000, 'lr': 0.01}
-33.006915 (28.332237) with: {'batch_size': 64, 'epochs': 2000, 'lr': 0.001}
-133.864794 (220.707347) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.01}
-78.019829 (52.962366) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.001}
-29.126158 (19.202934) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.01}
-103.905874 (57.366478) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.001}
-16.408160 (6.549169) with: {'batch_size': 128, 'epochs': 1500, 'lr': 0.01}
-41.886896 (25.099481) with: {'batch_size': 128, 'epochs': 1500, 'lr': 0.001}
-14.301879 (7.368125) with: {'batch_size': 128, 'epochs': 2000, 'lr': 0.01}
-55.300768 (41.337173) with: {'batch_size': 128, 'epochs': 2000, 'lr': 0.001}
