config.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: "data/train"
  train_reader_path: "mind_reader" # importlib format
  use_gpu: False
  use_auc: False
  train_batch_size: 128
  epochs: 1
  print_interval: 10
  model_save_path: "output_model_mind"
  infer_batch_size: 128
  infer_reader_path: "mind_infer_reader" # importlib format
  test_data_dir: "data/valid"
  infer_load_path: "output_model_mind"
  infer_start_epoch: 0
  infer_end_epoch: 1
  batches_per_epoch: 100

  # distribute_config
  # sync_mode: "async"
  # split_file_list: False
  # thread_num: 1


  # hyper parameters of user-defined network
hyper_parameters:
  # optimizer config
  optimizer:
    class: Adam
    learning_rate: 0.005
    # strategy: async
  # user-defined <key, value> pairs
  item_count: 367983
  embedding_dim: 64
  hidden_size: 64
  neg_samples: 128
  maxlen: 20
  pow_p: 1.0