diff --git a/summary_FFN.py b/summary_FFN.py index 8b8e930..8e4fda2 100644 --- a/summary_FFN.py +++ b/summary_FFN.py @@ -60,8 +60,11 @@ def test(config, logdir, nFactor): def main(_): hp_dict = {} - hp_dict['num_epoch'] = [128, 256, 384, 512] - hp_dict['max_iter'] = [8, 16, 32, 64, 128] + hp_dict['hidden_dims'] = [[32], [16], [8], [4], + [32,32], [16,16], [8,8], [4,4], + [32,16], [16,8], [8,4], [4,2]] + hp_dict['lr'] = [0.002, 0.001, 0.0005, 0.0002] + hp_dict['dropout'] = [0.99, 0.95, 0.9] hp = HyperParameterSpace(hp_dict) params = hp.getParamsName() diff --git a/tool/create_config.py b/tool/create_config.py index cacf00c..9914031 100644 --- a/tool/create_config.py +++ b/tool/create_config.py @@ -15,7 +15,7 @@ hp_dict['hidden_dims'] = [[32], [16], [8], [4], [32,32], [16,16], [8,8], [4,4], [32,16], [16,8], [8,4], [4,2]] -hp_dict['lr'] = [0.1, 0.01, 0.001] +hp_dict['lr'] = [0.002, 0.001, 0.0005, 0.0002] hp_dict['dropout'] = [0.99, 0.95, 0.9] hp = HyperParameterSpace(hp_dict)