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config.py 898 B

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  1. # Copyright 2020 Huawei Technologies Co., Ltd
  2. #
  3. # Licensed under the Apache License, Version 2.0 (the "License");
  4. # you may not use this file except in compliance with the License.
  5. # You may obtain a copy of the License at
  6. #
  7. # http://www.apache.org/licenses/LICENSE-2.0
  8. #
  9. # Unless required by applicable law or agreed to in writing, software
  10. # distributed under the License is distributed on an "AS IS" BASIS,
  11. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  12. # See the License for the specific language governing permissions and
  13. # limitations under the License.
  14. # ============================================================================
  15. """Train configs for training gat"""
  16. class GatConfig():
  17. lr = 0.005
  18. num_epochs = 200
  19. hid_units = [8]
  20. n_heads = [8, 1]
  21. early_stopping = 100
  22. l2_coeff = 0.0005
  23. attn_dropout = 0.6
  24. feature_dropout = 0.6