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: "census_reader" # importlib format
  use_gpu: False
  use_auc: True
  train_batch_size: 2
  epochs: 3
  print_interval: 2
  #model_init_path: "output_model/0" # init model
  model_save_path: "output_model_ple"
  test_data_dir: "data/test"
  infer_batch_size: 2
  infer_reader_path: "census_reader" # importlib format
  infer_load_path: "output_model_ple"
  infer_start_epoch: 0
  infer_end_epoch: 3
  #use inference save model
  use_inference: False
  save_inference_feed_varnames: ["input"]
  save_inference_fetch_varnames: ["clip_0.tmp_0", "clip_1.tmp_0"]

hyper_parameters:
  feature_size: 499
  task_num: 2
  shared_num: 2
  exp_per_task: 3
  level_number: 1
  expert_size: 16
  tower_size: 8
  optimizer: 
    class: adam
    learning_rate: 0.001
    strategy: async