# Copyright (c) 2016 Baidu, Inc. All Rights Reserved # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from sentiment_net import * from paddle.trainer_config_helpers import * # whether this config is used for test is_test = get_config_arg('is_test', bool, False) # whether this config is used for prediction is_predict = get_config_arg('is_predict', bool, False) data_dir = "./data/pre-imdb" dict_dim, class_dim = sentiment_data(data_dir, is_test, is_predict) ################## Algorithm Config ##################### settings( batch_size=128, learning_rate=2e-3, learning_method=AdamOptimizer(), regularization=L2Regularization(8e-4), gradient_clipping_threshold=25 ) #################### Network Config ###################### stacked_lstm_net(dict_dim, class_dim=class_dim, stacked_num=3, is_predict=is_predict) # bidirectional_lstm_net(dict_dim, class_dim=class_dim, is_predict=is_predict)