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: "netflix_reader" # importlib format
  use_gpu: False
  mode: "train" # control the return of the create_feeds function
  epochs: 5
  batch_size: 4
  print_interval: 100
  model_save_path: "output_model_deeprec"

  test_data_dir: "data/test"
  infer_reader_path: "netflix_reader" # importlib format
  infer_load_path: "output_model_deeprec"
  infer_start_epoch: 0
  infer_batch_size: 4
  infer_end_epoch: 5

hyper_parameters:
  dp_drop_prob: 0.0
  layer_sizes: [50, 16, 8]
  optimizer:
    class: SGD
    learning_rate: 0.05
    momentum: 0.9
    weight_decay: 0.0