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