Running for size 16 and layers 3
./Models/boston/3_16/0/initial/model.h5
Best for : 3
Best: [-37.788679] Layer Size [3] and Neuron Size [16] using {'batch_size': 32, 'epochs': 1000, 'lr': 0.01}
-53.571380 (28.591856) with: {'batch_size': 32, 'epochs': 100, 'lr': 0.01}
-65.333215 (32.648107) with: {'batch_size': 32, 'epochs': 100, 'lr': 0.001}
-38.213526 (19.116009) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.01}
-70.439059 (44.694161) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.001}
-37.788679 (17.094822) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.01}
-46.992514 (23.046866) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.001}
-50.846159 (13.825909) with: {'batch_size': 64, 'epochs': 100, 'lr': 0.01}
-68.761966 (23.907602) with: {'batch_size': 64, 'epochs': 100, 'lr': 0.001}
-46.509052 (30.331037) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.01}
-52.930388 (17.822459) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.001}
-51.498829 (34.578649) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.01}
-56.085403 (26.467458) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.001}
-54.840038 (28.079596) with: {'batch_size': 128, 'epochs': 100, 'lr': 0.01}
-86.049394 (35.654947) with: {'batch_size': 128, 'epochs': 100, 'lr': 0.001}
-46.428041 (30.143305) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.01}
-55.340358 (22.663982) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.001}
-43.562966 (24.466267) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.01}
-53.317005 (29.418538) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.001}
