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kernel_interface.h 2.4 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_INCLUDE_KERNEL_INTERFACE_H_
  17. #define MINDSPORE_LITE_INCLUDE_KERNEL_INTERFACE_H_
  18. #include <memory>
  19. #include <vector>
  20. #include "include/api/types.h"
  21. #include "include/api/status.h"
  22. #include "include/lite_utils.h"
  23. #include "schema/model_generated.h"
  24. namespace mindspore {
  25. namespace kernel {
  26. class Kernel;
  27. /// \brief KernelInterface defined customized op's interface, such as infershape, and so on.
  28. class MS_API KernelInterface {
  29. public:
  30. /// \brief Destructor of KernelInterface.
  31. virtual ~KernelInterface() = default;
  32. /// \brief Method to infer customized op's output shape.
  33. ///
  34. /// \param[in] inputs Define the input tensors of op.
  35. /// \param[in] outputs Define the output tensors of op.
  36. /// \param[in] primitive Define the attributes of op.
  37. ///
  38. /// \return Status as a status identification of inferring.
  39. virtual Status Infer(std::vector<mindspore::MSTensor> *inputs, std::vector<mindspore::MSTensor> *outputs,
  40. const schema::Primitive *primitive) {
  41. return kSuccess;
  42. }
  43. /// \brief Method to infer customized op's output shape.
  44. ///
  45. /// \param[in] inputs Define the input tensors of op.
  46. /// \param[in] outputs Define the output tensors of op.
  47. /// \param[in] primitive Define the attributes of op.
  48. /// \param[in] kernel Define the kernel of a certain op.
  49. ///
  50. /// \return Status as a status identification of inferring.
  51. virtual Status Infer(std::vector<mindspore::MSTensor> *inputs, std::vector<mindspore::MSTensor> *outputs,
  52. const schema::Primitive *primitive, const Kernel *kernel) {
  53. return Infer(inputs, outputs, primitive);
  54. }
  55. };
  56. } // namespace kernel
  57. } // namespace mindspore
  58. #endif // MINDSPORE_LITE_INCLUDE_KERNEL_INTERFACE_H_