slim.py 1.2 KB

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  1. # copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved.
  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. from __future__ import absolute_import
  15. from .cv.models.slim import prune
  16. from .cv.models.slim import visualize
  17. cal_params_sensitivities = prune.cal_params_sensitivities
  18. visualize = visualize.visualize
  19. def export_quant_model(model,
  20. test_dataset,
  21. batch_size=1,
  22. batch_num=10,
  23. save_dir='./quant_model',
  24. cache_dir='./temp'):
  25. model.export_quant_model(
  26. dataset=test_dataset,
  27. batch_size=batch_size,
  28. batch_num=batch_num,
  29. save_dir=save_dir,
  30. cache_dir=cache_dir)