Running for size 12 and layers 3
Reading from exisiting location ./Models/auto-mpg/3_12/0/train_data.csv
Best for : 3
Best: [-11.352253] Layer Size [3] and Neuron Size [12]  using {'batch_size': 32, 'epochs': 2000, 'lr': 0.01}
-23.123943 (2.011094) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.01}
-17.047741 (6.938578) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.001}
-32.244644 (18.186256) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.01}
-79.367881 (127.427892) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.001}
-12.759102 (4.589498) with: {'batch_size': 32, 'epochs': 1500, 'lr': 0.01}
-18.043881 (9.334775) with: {'batch_size': 32, 'epochs': 1500, 'lr': 0.001}
-11.352253 (5.269598) with: {'batch_size': 32, 'epochs': 2000, 'lr': 0.01}
-14.315748 (9.437667) with: {'batch_size': 32, 'epochs': 2000, 'lr': 0.001}
-19.112868 (11.908470) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.01}
-58.599482 (53.301542) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.001}
-24.342692 (13.951557) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.01}
-134.786827 (214.810564) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.001}
-30.275020 (20.481558) with: {'batch_size': 64, 'epochs': 1500, 'lr': 0.01}
-18.592403 (16.205952) with: {'batch_size': 64, 'epochs': 1500, 'lr': 0.001}
-23.966112 (19.290119) with: {'batch_size': 64, 'epochs': 2000, 'lr': 0.01}
-13.703240 (8.556546) with: {'batch_size': 64, 'epochs': 2000, 'lr': 0.001}
-22.030100 (12.607728) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.01}
-163.876756 (109.629079) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.001}
-16.873196 (9.829347) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.01}
-81.404983 (69.180237) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.001}
-20.931962 (11.179629) with: {'batch_size': 128, 'epochs': 1500, 'lr': 0.01}
-44.593182 (32.496707) with: {'batch_size': 128, 'epochs': 1500, 'lr': 0.001}
-21.586916 (12.018365) with: {'batch_size': 128, 'epochs': 2000, 'lr': 0.01}
-22.609400 (15.240667) with: {'batch_size': 128, 'epochs': 2000, 'lr': 0.001}
