You can not select more than 25 topics Topics must start with a chinese character,a letter or number, can include dashes ('-') and can be up to 35 characters long.

formats.h 1.6 kB

5 years ago
5 years ago
5 years ago
4 years ago
5 years ago
12345678910111213141516171819202122232425262728293031323334353637383940414243444546474849
  1. /**
  2. * Copyright 2019-2020 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 GE_COMMON_FORMATS_FORMATS_H_
  17. #define GE_COMMON_FORMATS_FORMATS_H_
  18. #include <memory>
  19. #include <vector>
  20. #include "common/formats/format_transfers/datatype_transfer.h"
  21. #include "register/register_format_transfer.h"
  22. #include "external/graph/types.h"
  23. #include "framework/common/ge_inner_error_codes.h"
  24. #include "graph/ge_tensor.h"
  25. namespace ge {
  26. namespace formats {
  27. /**
  28. * Convert the data format, and put the converted format and length in the result
  29. * @param args
  30. * @param result
  31. * @return
  32. */
  33. Status TransFormat(const TransArgs &args, TransResult &result);
  34. Status TransShape(Format src_format, const std::vector<int64_t> &src_shape, DataType data_type,
  35. Format dst_format, std::vector<int64_t> &dst_shape);
  36. Status TransDataType(const CastArgs &args, TransResult &result);
  37. bool IsTransFormatSupport(const TransArgs &args);
  38. bool IsTransDataTypeSupport(const CastArgs &args);
  39. } // namespace formats
  40. } // namespace ge
  41. #endif // GE_COMMON_FORMATS_FORMATS_H_

图引擎模块(GE)是MindSpore的一个子模块,其代码由C++实现,位于前端模块ME和底层硬件之间,起到承接作用。图引擎模块以ME下发的图作为输入,然后进行一系列的深度图优化操作,最后输出一张可以在底层硬件上高效运行的图。GE针对昇腾AI处理器的硬件结构特点,做了特定的优化工作,以此来充分发挥出昇腾AI处理器的强大算力。在进行模型训练/推理时,GE会被自动调用而用户并不感知。GE主要由GE API和GE Core两部分组成,详细的架构图如下所示