train.conf

#edit-mode: -*- python -*-
# 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
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import sys
sys.path.append("..")

from seqToseq_net import *

is_generating = False
### Data Definiation
train_conf = seq_to_seq_data(data_dir = "./data/pre-paraphrase",
                             is_generating = is_generating)

### Algorithm Configuration
settings(
      learning_method = AdamOptimizer(),
      batch_size = 50,
      learning_rate = 5e-4)

### Network Architecture
gru_encoder_decoder(train_conf, is_generating, word_vector_dim = 32)