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"
  rating_file: "data/ratings_100.txt"
  relation_file: "data/trusts_100.txt"
  train_batch_size: 8
  train_reader_path: "lastfm_reader" # importlib format
  use_gpu: False
  use_auc: False
  epochs: 5
  print_interval: 1
  model_save_path: "output_model_mhcn"
  test_data_dir: "data"
  infer_batch_size: 8
  infer_reader_path: "lastfm_reader" # importlib format
  infer_load_path: "output_model_mhcn"
  infer_start_epoch: 0
  infer_end_epoch: 5
  top_k: 10
  is_train: True

  # hyper parameters of user-defined network
hyper_parameters:
  # optimizer config
  optimizer:
    class: Adam
    learning_rate: 0.001
    # strategy: async
  # user-defined <key, value> pairs
  n_layer: 2
  num_factors: 50