config_bigdata.yaml

# Copyright (c) 2020 PaddlePaddle Authors. 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.

runner:
  train_data_dir: "../../../datasets/BQ_simnet/big_train"
  train_reader_path: "bq_reader_train"  # importlib format
  train_batch_size: 1280
  model_save_path: "output_model_all_simnet"

  use_gpu: False
  epochs: 1
  print_interval: 1
  
  test_data_dir: "../../../datasets/BQ_simnet/big_test"
  infer_reader_path: "bq_reader_infer"  # importlib format
  infer_batch_size: 1
  infer_load_path: "output_model_all_simnet"
  infer_start_epoch: 0
  infer_end_epoch: 1

# hyper parameters of user-defined network
hyper_parameters:
  # optimizer config
  optimizer:
    class: Adam
    learning_rate: 0.001
  # user-defined <key, value> pairs
  query_encoder: "gru"
  title_encoder: "gru"
  query_encode_dim: 128
  title_encode_dim: 128
  sparse_feature_dim: 6327
  embedding_dim: 128
  hidden_size: 128
  margin: 0.1
  query_len: 79
  pos_len: 99
  neg_len: 90