diff --git a/shail-experiment.py b/shail-experiment.py index 598efa9..f00699d 100644 --- a/shail-experiment.py +++ b/shail-experiment.py @@ -185,11 +185,11 @@ if __name__ == '__main__': 'learning_rate': 3e-4, 'learning_rate_decay': 1.0, 'clip_ratio': 0.2, - 'iterations_per_epoch': 100, - 'hidden_layer_size': tune.grid_search([20, 40]), - 'n_hidden_layers': tune.grid_search([2, 3]), + 'iterations_per_epoch': tune.grid_search([250, 500, 750]), + 'hidden_layer_size': 40, #tune.grid_search([20, 40]), + 'n_hidden_layers': 3, #tune.grid_search([2, 3]), 'activation':0, - 'option': tune.grid_search(list(range(len(option_list)))) + 'option': 0, #tune.grid_search(list(range(len(option_list)))) }, 'value': { 'learning_rate': 1e-3, @@ -199,8 +199,8 @@ if __name__ == '__main__': 'learning_rate': 1e-3, 'weight_decay': 1e-4, 'iterations_per_epoch': 100, - 'n_hidden_layers_element': tune.grid_search([3,4]), - 'n_hidden_layers_global': tune.grid_search([1,2]), + 'n_hidden_layers_element': 3, #tune.grid_search([3,4]), + 'n_hidden_layers_global': 2, #tune.grid_search([1,2]), 'hidden_layer_size': 10, 'activation': 0, },