Running for size 12 and layers 3
Best for : 3
Best: [-11.118798] Layer Size [3] and Neuron Size [12]  using {'batch_size': 64, 'epochs': 2000, 'lr': 0.01}
-15.302528 (7.115109) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.01}
-32.942480 (10.618011) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.001}
-19.758461 (14.287269) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.01}
-13.409051 (5.373296) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.001}
-13.724146 (4.324578) with: {'batch_size': 32, 'epochs': 1500, 'lr': 0.01}
-22.650624 (9.414553) with: {'batch_size': 32, 'epochs': 1500, 'lr': 0.001}
-11.796101 (7.066879) with: {'batch_size': 32, 'epochs': 2000, 'lr': 0.01}
-19.774291 (8.379166) with: {'batch_size': 32, 'epochs': 2000, 'lr': 0.001}
-23.913905 (21.112553) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.01}
-32.712400 (23.927474) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.001}
-17.198337 (11.275529) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.01}
-86.343854 (140.582766) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.001}
-14.360992 (8.504767) with: {'batch_size': 64, 'epochs': 1500, 'lr': 0.01}
-15.087628 (6.937177) with: {'batch_size': 64, 'epochs': 1500, 'lr': 0.001}
-11.118798 (6.458412) with: {'batch_size': 64, 'epochs': 2000, 'lr': 0.01}
-16.588818 (9.644557) with: {'batch_size': 64, 'epochs': 2000, 'lr': 0.001}
-25.574117 (12.161041) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.01}
-125.413971 (114.496796) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.001}
-24.891032 (15.510084) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.01}
-87.548951 (94.261198) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.001}
-14.391247 (3.123942) with: {'batch_size': 128, 'epochs': 1500, 'lr': 0.01}
-21.694922 (10.834203) with: {'batch_size': 128, 'epochs': 1500, 'lr': 0.001}
-16.525287 (9.385681) with: {'batch_size': 128, 'epochs': 2000, 'lr': 0.01}
-23.373560 (13.402521) with: {'batch_size': 128, 'epochs': 2000, 'lr': 0.001}
