Running for size 16 and layers 3
./Models/boston/3_16/0/initial/model.h5
Best for : 3
Best: [-33.159510] Layer Size [3] and Neuron Size [16] using {'batch_size': 32, 'epochs': 1000, 'lr': 0.01}
-66.994387 (48.431364) with: {'batch_size': 32, 'epochs': 100, 'lr': 0.01}
-66.387269 (16.759925) with: {'batch_size': 32, 'epochs': 100, 'lr': 0.001}
-44.529228 (18.855846) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.01}
-52.156572 (20.057365) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.001}
-33.159510 (21.605181) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.01}
-50.306887 (23.919422) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.001}
-63.902090 (18.543486) with: {'batch_size': 64, 'epochs': 100, 'lr': 0.01}
-83.557377 (25.935548) with: {'batch_size': 64, 'epochs': 100, 'lr': 0.001}
-45.287337 (24.262178) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.01}
-45.792465 (14.159677) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.001}
-41.606706 (23.348276) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.01}
-50.421116 (25.597603) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.001}
-62.829071 (14.617306) with: {'batch_size': 128, 'epochs': 100, 'lr': 0.01}
-113.046054 (61.127461) with: {'batch_size': 128, 'epochs': 100, 'lr': 0.001}
-35.680909 (15.525786) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.01}
-49.840473 (17.727820) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.001}
-44.581266 (28.031530) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.01}
-43.079555 (17.610025) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.001}
