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/amazonElec_Din/train"
  train_reader_path: "dinReader" # importlib format
  use_gpu: True
  use_auc: True
  train_batch_size: 32
  epochs: 8
  print_interval: 1000
  #model_init_path: "output_model/0" # init model
  model_save_path: "output_model_all_din"
  infer_batch_size: 32
  infer_reader_path: "dinReader" # importlib format
  test_data_dir:  "../../../datasets/amazonElec_Din/test"
  infer_load_path: "output_model_all_din"
  infer_start_epoch: 6
  infer_end_epoch: 8

# hyper parameters of user-defined network
hyper_parameters:
  # optimizer config
  optimizer:
    class: SGD
    learning_rate_base_lr: 0.85
    strategy: async
  # user-defined <key, value> pairs
  use_DataLoader: True
  item_emb_size: 64
  cat_emb_size: 64
  is_sparse: False
  item_count: 63001
  cat_count: 801
  act: "sigmoid"