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session.h 1.7 kB

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  1. /**
  2. * Copyright 2021 Huawei Technologies Co., Ltd
  3. *
  4. * Licensed under the Apache License, Version 2.0 (the "License");
  5. * you may not use this file except in compliance with the License.
  6. * You may obtain a copy of the License at
  7. *
  8. * http://www.apache.org/licenses/LICENSE-2.0
  9. *
  10. * Unless required by applicable law or agreed to in writing, software
  11. * distributed under the License is distributed on an "AS IS" BASIS,
  12. * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  13. * See the License for the specific language governing permissions and
  14. * limitations under the License.
  15. */
  16. #ifndef MINDSPORE_LITE_MICRO_CODER_SESSION_H_
  17. #define MINDSPORE_LITE_MICRO_CODER_SESSION_H_
  18. #include <map>
  19. #include <string>
  20. #include <vector>
  21. #include <memory>
  22. #include "schema/inner/model_generated.h"
  23. #include "coder/graph.h"
  24. #include "coder/context.h"
  25. #include "coder/coder_config.h"
  26. #include "coder/allocator/allocator.h"
  27. #include "coder/opcoders/op_coder.h"
  28. namespace mindspore::lite::micro {
  29. class CoderSession {
  30. public:
  31. CoderSession();
  32. ~CoderSession();
  33. int Init(const std::string &model_path);
  34. int Build();
  35. int Run();
  36. int GenerateCode();
  37. private:
  38. int InitOpcodersInputsAndOutputs();
  39. int InitTensorsRef();
  40. int ConvertTensors();
  41. int CreateOpCoders();
  42. int InitGraphInOutTensors();
  43. int CompileGraph();
  44. int InferShape();
  45. void EndCode();
  46. std::unique_ptr<CoderGraph> coder_graph_{nullptr};
  47. std::unique_ptr<CoderContext> context_{nullptr};
  48. MemoryAllocator *allocator_{nullptr};
  49. std::vector<std::unique_ptr<OperatorCoder>> op_coders_;
  50. };
  51. std::shared_ptr<CoderSession> CreateCoderSession();
  52. } // namespace mindspore::lite::micro
  53. #endif // MINDSPORE_LITE_MICRO_CODER_SESSION_H_