Running for size 16 and layers 3
./Models/boston/3_16/0/initial/model.h5
Best for : 3
Best: [-28.203464] Layer Size [3] and Neuron Size [16] using {'batch_size': 128, 'epochs': 500, 'lr': 0.01}
-48.903492 (19.812949) with: {'batch_size': 32, 'epochs': 100, 'lr': 0.01}
-84.288987 (49.615668) with: {'batch_size': 32, 'epochs': 100, 'lr': 0.001}
-34.071352 (19.610069) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.01}
-96.698326 (112.399946) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.001}
-32.313091 (12.567192) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.01}
-77.448029 (82.506782) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.001}
-53.486062 (25.087200) with: {'batch_size': 64, 'epochs': 100, 'lr': 0.01}
-78.220440 (28.042426) with: {'batch_size': 64, 'epochs': 100, 'lr': 0.001}
-45.220458 (22.825691) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.01}
-57.958790 (38.298481) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.001}
-31.003652 (9.537340) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.01}
-37.875453 (19.224361) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.001}
-55.874036 (24.298904) with: {'batch_size': 128, 'epochs': 100, 'lr': 0.01}
-86.059324 (48.148838) with: {'batch_size': 128, 'epochs': 100, 'lr': 0.001}
-28.203464 (13.527003) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.01}
-51.194499 (20.880147) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.001}
-37.418167 (19.819879) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.01}
-40.075772 (11.645125) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.001}
