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model.h 2.1 kB

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  1. /**
  2. * Copyright 2020 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_INCLUDE_API_MODEL_H
  17. #define MINDSPORE_INCLUDE_API_MODEL_H
  18. #include <string>
  19. #include <vector>
  20. #include <map>
  21. #include <memory>
  22. #include <utility>
  23. #include "include/api/status.h"
  24. #include "include/api/types.h"
  25. #include "include/api/graph.h"
  26. #include "include/api/cell.h"
  27. #include "include/api/dual_abi_helper.h"
  28. namespace mindspore {
  29. class ModelImpl;
  30. struct Context;
  31. class MS_API Model {
  32. public:
  33. explicit Model(const std::vector<Output> &network, const std::shared_ptr<Context> &model_context = nullptr);
  34. explicit Model(const GraphCell &graph, const std::shared_ptr<Context> &model_context = nullptr);
  35. ~Model();
  36. Model(const Model &) = delete;
  37. void operator=(const Model &) = delete;
  38. Status Build();
  39. Status Resize(const std::vector<MSTensor> &inputs, const std::vector<std::vector<int64_t>> &dims);
  40. Status Predict(const std::vector<MSTensor> &inputs, std::vector<MSTensor> *outputs);
  41. std::vector<MSTensor> GetInputs();
  42. std::vector<MSTensor> GetOutputs();
  43. static inline bool CheckModelSupport(const std::string &device_type, ModelType model_type);
  44. private:
  45. // api without std::string
  46. static bool CheckModelSupport(const std::vector<char> &device_type, ModelType model_type);
  47. std::shared_ptr<ModelImpl> impl_;
  48. };
  49. bool Model::CheckModelSupport(const std::string &device_type, ModelType model_type) {
  50. return CheckModelSupport(StringToChar(device_type), model_type);
  51. }
  52. } // namespace mindspore
  53. #endif // MINDSPORE_INCLUDE_API_MODEL_H