Running for size 16 and layers 3
./Models/boston/3_16/0/initial/model.h5
Best for : 3
Best: [-35.176224] Layer Size [3] and Neuron Size [16] using {'batch_size': 64, 'epochs': 1000, 'lr': 0.001}
-59.498061 (23.610275) with: {'batch_size': 32, 'epochs': 100, 'lr': 0.01}
-67.980434 (29.276504) with: {'batch_size': 32, 'epochs': 100, 'lr': 0.001}
-40.714157 (26.152867) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.01}
-49.923152 (15.423482) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.001}
-44.462792 (24.628509) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.01}
-42.331140 (13.760425) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.001}
-50.364876 (23.625328) with: {'batch_size': 64, 'epochs': 100, 'lr': 0.01}
-69.341117 (21.259232) with: {'batch_size': 64, 'epochs': 100, 'lr': 0.001}
-38.596754 (11.591160) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.01}
-52.188381 (17.095837) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.001}
-45.817387 (19.944265) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.01}
-35.176224 (12.252547) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.001}
-64.380078 (24.833091) with: {'batch_size': 128, 'epochs': 100, 'lr': 0.01}
-69.187173 (22.796352) with: {'batch_size': 128, 'epochs': 100, 'lr': 0.001}
-42.036195 (21.662721) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.01}
-51.641813 (26.177543) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.001}
-54.649575 (33.197919) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.01}
-50.441349 (18.558113) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.001}
