Running for size 16 and layers 3
Reading from exisiting location ./Models/boston/3_16/0/train_data.csv
./Models/boston/3_16/0/initial/model.h5
Best for : 3
Best: [-40.107634] Layer Size [3] and Neuron Size [16] using {'batch_size': 64, 'epochs': 1000, 'lr': 0.01}
-62.481489 (27.640444) with: {'batch_size': 32, 'epochs': 100, 'lr': 0.01}
-85.159332 (37.582864) with: {'batch_size': 32, 'epochs': 100, 'lr': 0.001}
-43.095205 (16.148330) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.01}
-62.964670 (37.002739) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.001}
-44.781348 (28.864878) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.01}
-109.502997 (136.940739) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.001}
-79.126810 (42.166538) with: {'batch_size': 64, 'epochs': 100, 'lr': 0.01}
-116.193770 (96.893871) with: {'batch_size': 64, 'epochs': 100, 'lr': 0.001}
-60.342992 (27.856407) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.01}
-64.068660 (28.812050) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.001}
-40.107634 (13.413821) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.01}
-56.923521 (23.537619) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.001}
-94.271004 (64.618121) with: {'batch_size': 128, 'epochs': 100, 'lr': 0.01}
-127.797082 (69.747180) with: {'batch_size': 128, 'epochs': 100, 'lr': 0.001}
-60.302494 (34.359112) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.01}
-68.668900 (28.532313) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.001}
-76.695939 (60.408570) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.01}
-68.069343 (31.624790) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.001}
