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ExternalSoftDp.h 1.3 kB

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  1. /**
  2. * @file ExternalSoftDp.h
  3. *
  4. * Copyright (c) Huawei Technologies Co., Ltd. 2012-2018. All rights reserved.
  5. *
  6. * This program is distributed in the hope that it will be useful,
  7. * but WITHOUT ANY WARRANTY; without even the implied warranty of
  8. * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.
  9. */
  10. #ifndef EXTERNALSOFTDP_H
  11. #define EXTERNALSOFTDP_H
  12. #include <stdint.h>
  13. extern "C" {
  14. struct SoftDpProcsessInfo {
  15. uint8_t* inputBuffer;
  16. uint32_t inputBufferSize;
  17. uint8_t* outputBuffer;
  18. uint32_t outputBufferSize;
  19. uint32_t outputWidth;
  20. uint32_t outputHeight;
  21. uint32_t reserved;
  22. };
  23. struct DpCropInfo {
  24. uint32_t left;
  25. uint32_t right;
  26. uint32_t up;
  27. uint32_t down;
  28. };
  29. /*
  30. * @brief decode and resize interface
  31. * @param [in] SoftDpProcsessInfo& softDpProcsessInfo : soft dp struct
  32. * @return success: return 0, fail: return error number
  33. */
  34. uint32_t DecodeAndResizeJpeg(SoftDpProcsessInfo& softDpProcsessInfo);
  35. /*
  36. * @brief decode crop and resize interface
  37. * @param [in] SoftDpProcsessInfo& softDpProcsessInfo : soft dp struct
  38. * @param [in] const DpCropInfo& cropInfo: crop struct
  39. * @return success: return 0, fail: return error number
  40. */
  41. uint32_t DecodeAndCropAndResizeJpeg(SoftDpProcsessInfo& softDpProcsessInfo, const DpCropInfo& cropInfo);
  42. }
  43. #endif // EXTERNALSOFTDP_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