Running for size 16 and layers 3
./Models/boston/3_16/0/initial/model.h5
Best for : 3
Best: [-35.625271] Layer Size [3] and Neuron Size [16] using {'batch_size': 32, 'epochs': 1000, 'lr': 0.01}
-50.652690 (22.716358) with: {'batch_size': 32, 'epochs': 100, 'lr': 0.01}
-110.163054 (82.954139) with: {'batch_size': 32, 'epochs': 100, 'lr': 0.001}
-45.298713 (29.441990) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.01}
-118.413374 (163.851870) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.001}
-35.625271 (14.684274) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.01}
-39.289011 (15.703443) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.001}
-117.951821 (106.029444) with: {'batch_size': 64, 'epochs': 100, 'lr': 0.01}
-123.382739 (69.977370) with: {'batch_size': 64, 'epochs': 100, 'lr': 0.001}
-91.687112 (102.122633) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.01}
-70.303495 (29.317738) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.001}
-41.368345 (22.539416) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.01}
-61.841188 (20.376138) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.001}
-144.972473 (173.748569) with: {'batch_size': 128, 'epochs': 100, 'lr': 0.01}
-237.354532 (271.726399) with: {'batch_size': 128, 'epochs': 100, 'lr': 0.001}
-40.478951 (15.356435) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.01}
-54.445862 (18.771120) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.001}
-63.378366 (46.909011) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.01}
-51.559625 (27.402184) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.001}
