Running for size 12 and layers 3
Reading from exisiting location ./Models/auto-mpg/3_12/0/train_data.csv
Best for : 3
Best: [-9.372257] Layer Size [3] and Neuron Size [12]  using {'batch_size': 32, 'epochs': 1500, 'lr': 0.01}
-17.140621 (7.247607) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.01}
-45.481545 (54.031331) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.001}
-12.718501 (5.982705) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.01}
-16.097968 (7.899545) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.001}
-9.372257 (5.081417) with: {'batch_size': 32, 'epochs': 1500, 'lr': 0.01}
-18.700173 (9.115687) with: {'batch_size': 32, 'epochs': 1500, 'lr': 0.001}
-11.652211 (7.103367) with: {'batch_size': 32, 'epochs': 2000, 'lr': 0.01}
-13.122986 (6.409309) with: {'batch_size': 32, 'epochs': 2000, 'lr': 0.001}
-29.033571 (22.941083) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.01}
-157.811130 (259.599489) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.001}
-34.265880 (40.559662) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.01}
-50.368656 (58.844113) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.001}
-14.309160 (6.198557) with: {'batch_size': 64, 'epochs': 1500, 'lr': 0.01}
-13.164739 (6.306949) with: {'batch_size': 64, 'epochs': 1500, 'lr': 0.001}
-16.923741 (10.096680) with: {'batch_size': 64, 'epochs': 2000, 'lr': 0.01}
-151.781018 (283.112753) with: {'batch_size': 64, 'epochs': 2000, 'lr': 0.001}
-69.237923 (111.590675) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.01}
-163.739946 (125.709512) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.001}
-85.960425 (103.136232) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.01}
-91.836598 (93.237226) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.001}
-14.145094 (6.513604) with: {'batch_size': 128, 'epochs': 1500, 'lr': 0.01}
-43.152454 (50.144126) with: {'batch_size': 128, 'epochs': 1500, 'lr': 0.001}
-23.321440 (17.674185) with: {'batch_size': 128, 'epochs': 2000, 'lr': 0.01}
-31.325837 (14.771107) with: {'batch_size': 128, 'epochs': 2000, 'lr': 0.001}
