Running for size 12 and layers 3
Reading from exisiting location ./Models/auto-mpg/3_12/0/train_data.csv
Best for : 3
Best: [-11.123265] Layer Size [3] and Neuron Size [12]  using {'batch_size': 32, 'epochs': 2000, 'lr': 0.01}
-19.375599 (4.893274) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.01}
-39.388916 (25.637705) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.001}
-11.285101 (4.727794) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.01}
-18.578425 (9.929911) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.001}
-16.160515 (7.362210) with: {'batch_size': 32, 'epochs': 1500, 'lr': 0.01}
-27.854267 (27.357305) with: {'batch_size': 32, 'epochs': 1500, 'lr': 0.001}
-11.123265 (7.559962) with: {'batch_size': 32, 'epochs': 2000, 'lr': 0.01}
-15.469316 (9.508597) with: {'batch_size': 32, 'epochs': 2000, 'lr': 0.001}
-16.697044 (9.847368) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.01}
-70.899893 (65.211841) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.001}
-25.940803 (12.733347) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.01}
-20.549690 (11.580759) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.001}
-19.396416 (3.749426) with: {'batch_size': 64, 'epochs': 1500, 'lr': 0.01}
-21.256320 (10.739574) with: {'batch_size': 64, 'epochs': 1500, 'lr': 0.001}
-17.960023 (9.126991) with: {'batch_size': 64, 'epochs': 2000, 'lr': 0.01}
-18.511102 (9.000046) with: {'batch_size': 64, 'epochs': 2000, 'lr': 0.001}
-45.427554 (54.302921) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.01}
-113.374538 (70.038575) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.001}
-23.125982 (23.364454) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.01}
-30.701506 (21.209960) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.001}
-15.869213 (6.827009) with: {'batch_size': 128, 'epochs': 1500, 'lr': 0.01}
-73.492035 (73.419704) with: {'batch_size': 128, 'epochs': 1500, 'lr': 0.001}
-15.225348 (5.719204) with: {'batch_size': 128, 'epochs': 2000, 'lr': 0.01}
-49.201292 (34.478416) with: {'batch_size': 128, 'epochs': 2000, 'lr': 0.001}
