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/sample_data/train"
  train_reader_path: "reader"  # importlib format
  train_batch_size: 5
  model_save_path: "output_model_iprec"
  use_auc: True
  use_gpu: False
  epochs: 1
  print_interval: 1
  test_data_dir: "./data/sample_data/test"
  infer_reader_path: "reader"  # importlib format
  infer_batch_size: 5
  infer_load_path: "output_model_iprec"
  infer_start_epoch: 0
  infer_end_epoch: 1

hyper_parameters:
  optimizer:
    class: adam
    learning_rate: 0.0001
  num_users: 554237
  num_items: 344087
  num_bizs: 166465
  hidden_units: 64
  f_max_len: 20
  k: 4
  u_max_i: 99
  u_max_f: 220
  u_max_pack: 50
  pack_max_nei_b: 20
  pack_max_nei_f: 20
  dropout_rate: 0.4