Running for size 12 and layers 3
Reading from exisiting location ./Models/auto-mpg/3_12/0/train_data.csv
Best for : 3
Best: [-11.901637] Layer Size [3] and Neuron Size [12]  using {'batch_size': 32, 'epochs': 2000, 'lr': 0.01}
-25.351936 (22.578534) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.01}
-28.500750 (32.253022) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.001}
-34.910161 (54.733944) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.01}
-15.847241 (8.744954) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.001}
-13.618278 (6.149677) with: {'batch_size': 32, 'epochs': 1500, 'lr': 0.01}
-17.965019 (7.678519) with: {'batch_size': 32, 'epochs': 1500, 'lr': 0.001}
-11.901637 (9.980979) with: {'batch_size': 32, 'epochs': 2000, 'lr': 0.01}
-19.331213 (10.834872) with: {'batch_size': 32, 'epochs': 2000, 'lr': 0.001}
-26.331596 (15.028325) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.01}
-47.535860 (48.186527) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.001}
-29.183511 (12.808854) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.01}
-19.829147 (11.911432) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.001}
-21.940816 (5.363252) with: {'batch_size': 64, 'epochs': 1500, 'lr': 0.01}
-16.180957 (4.257483) with: {'batch_size': 64, 'epochs': 1500, 'lr': 0.001}
-50.176875 (47.801852) with: {'batch_size': 64, 'epochs': 2000, 'lr': 0.01}
-13.145630 (7.214317) with: {'batch_size': 64, 'epochs': 2000, 'lr': 0.001}
-43.260412 (19.123904) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.01}
-77.032708 (43.449462) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.001}
-23.362367 (14.933130) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.01}
-50.367542 (35.639338) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.001}
-13.983552 (5.116720) with: {'batch_size': 128, 'epochs': 1500, 'lr': 0.01}
-20.560956 (12.656037) with: {'batch_size': 128, 'epochs': 1500, 'lr': 0.001}
-16.298563 (8.823807) with: {'batch_size': 128, 'epochs': 2000, 'lr': 0.01}
-250.971255 (333.723789) with: {'batch_size': 128, 'epochs': 2000, 'lr': 0.001}
