config.yaml 1.7 KB
Newer Older
Z
zhangwenhui03 已提交
1 2 3 4 5 6 7 8 9 10 11 12 13 14
# 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.

F
frankwhzhang 已提交
15
workspace: "paddlerec.models.multitask.share-bottom"
Z
zhangwenhui03 已提交
16

F
frankwhzhang 已提交
17 18 19 20 21 22 23 24 25 26 27
dataset:
- name: dataset_train
  batch_size: 1
  type: QueueDataset
  data_path: "{workspace}/data/train"
  data_converter: "{workspace}/census_reader.py"
- name: dataset_infer
  batch_size: 1
  type: QueueDataset
  data_path: "{workspace}/data/train"
  data_converter: "{workspace}/census_reader.py"
Z
zhangwenhui03 已提交
28

F
frankwhzhang 已提交
29 30 31 32 33 34 35 36 37
hyper_parameters:
  feature_size: 499
  bottom_size: 117
  tower_nums: 2
  tower_size: 8
  optimizer: 
    class: adam
    learning_rate: 0.001
    strategy: async
Z
zhangwenhui03 已提交
38

F
frankwhzhang 已提交
39 40 41
#use infer_runner mode and modify 'phase' below if infer
mode: train_runner
#mode: infer_runner
Z
zhangwenhui03 已提交
42

F
frankwhzhang 已提交
43 44
runner:
- name: train_runner
J
Jinhua Liang 已提交
45
  class: train
F
frankwhzhang 已提交
46 47 48 49 50 51 52 53
  device: cpu
  epochs: 3
  save_checkpoint_interval: 2
  save_inference_interval: 4
  save_checkpoint_path: "increment"
  save_inference_path: "inference"
  print_interval: 5
- name: infer_runner
C
Chengmo 已提交
54
  class: infer
F
frankwhzhang 已提交
55 56
  init_model_path: "increment/0"
  device: cpu
Z
zhangwenhui03 已提交
57

F
frankwhzhang 已提交
58 59 60 61 62 63 64 65 66
phase:
- name: train
  model: "{workspace}/model.py"
  dataset_name: dataset_train
  thread_num: 1
    #- name: infer
    #  model: "{workspace}/model.py"
    #  dataset_name: dataset_infer
    #  thread_num: 1