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.

# global settings

runner:
  train_data_dir: "data/sample_data"
  train_reader_path: "alimama_reader" # importlib format
  use_gpu: False
  use_auc: True
  train_batch_size: 100
  epochs: 1
  print_interval: 1
  # model_init_path: "output_model_dmr/0" # init model
  model_save_path: "output_model_dmr"
  test_data_dir: "data/sample_data"
  infer_reader_path: "alimama_reader" # importlib format
  infer_batch_size: 256
  infer_load_path: "output_model_dmr"
  infer_start_epoch: 0
  infer_end_epoch: 1

# hyper parameters of user-defined network
hyper_parameters:
  # optimizer config
  optimizer:
    class: Adam
    learning_rate: 0.008
    strategy: async
  # user-defined <key, value> pairs
  # user feature size
  user_size: 1141730
  cms_segid_size: 97
  cms_group_id_size: 13
  final_gender_code_size: 3
  age_level_size: 7
  pvalue_level_size: 4
  shopping_level_size: 4
  occupation_size: 3
  new_user_class_level_size: 5

  # item feature size
  adgroup_id_size: 846812
  cate_size: 12978
  campaign_id_size: 423437
  customer_size: 255876
  brand_size: 461529

  # context feature size
  btag_size: 5
  pid_size: 2

  # embedding size
  main_embedding_size: 32
  other_embedding_size: 8