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handle.h 5.4 kB

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  1. /**
  2. * \file dnn/include/megdnn/handle.h
  3. * MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
  4. *
  5. * Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
  6. *
  7. * Unless required by applicable law or agreed to in writing,
  8. * software distributed under the License is distributed on an
  9. * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  10. */
  11. #pragma once
  12. #include "megcore.h"
  13. #include "megdnn/config/config.h"
  14. #include "megdnn/basic_types.h"
  15. #include <functional>
  16. #include <memory>
  17. #include "megdnn/internal/visibility_prologue.h"
  18. namespace megdnn {
  19. class OperatorBase;
  20. class Handle {
  21. public:
  22. enum class HandleType {
  23. NAIVE = 0,
  24. FALLBACK = 1,
  25. X86 = 2,
  26. ARM_COMMON = 3,
  27. ARMV7 = 4,
  28. AARCH64 = 5,
  29. CUDA = 6,
  30. ROCM = 11,
  31. ATLAS = 13,
  32. CAMBRICON = 12,
  33. };
  34. protected:
  35. Handle(megcoreComputingHandle_t computing_handle, HandleType type);
  36. public:
  37. /**
  38. * \brief Create a MegDNN handle from a MegCore Computing handle.
  39. *
  40. * \param[in] computing_handle MegCore computing handle. Please note
  41. * that computing_handle would not be released when this Handle is
  42. * destructed
  43. * \param[in] debug_level
  44. * Applicable for CPU computing handle.
  45. * 0 means taking the fastest possible code path; it may contains
  46. * platform-specific instructions such as SSE for x86_64 or NEON for
  47. * armv7v7.
  48. * 1 means taking the fastest possible code path without
  49. * platform-specific instructions in C++ code. Note that the compiled
  50. * binary file still contains platform-specific codes.
  51. * 2 means taking the naive code path. Performance is severely
  52. * hampered, but it is less error-prone since the internal
  53. * implementation is rather straightforward.
  54. *
  55. * **Debug level 1 and 2 should not be used in productions.**
  56. */
  57. static std::unique_ptr<Handle> make(
  58. megcoreComputingHandle_t computing_handle,
  59. int debug_level = 0);
  60. #if MEGDNN_WITH_CUDA
  61. static std::unique_ptr<Handle> make_cuda_handle(
  62. megcoreComputingHandle_t computing_handle);
  63. template <typename opr>
  64. std::unique_ptr<opr> create_cuda_operator();
  65. #endif
  66. #if MEGDNN_WITH_ROCM
  67. static std::unique_ptr<Handle> make_rocm_handle(
  68. megcoreComputingHandle_t computing_handle);
  69. template <typename opr>
  70. std::unique_ptr<opr> create_rocm_operator();
  71. #endif
  72. virtual ~Handle();
  73. /*!
  74. * \brief Get the underlying megcore computing handle.
  75. */
  76. megcoreComputingHandle_t megcore_computing_handle() const {
  77. return m_computing_handle;
  78. }
  79. /*!
  80. * \brief set a callback function to be invoked when this handle is
  81. * destructed, so associated resources can be released (e.g.
  82. * computing handle)
  83. *
  84. * This function can be called at most once.
  85. */
  86. void set_destructor(const thin_function<void()> &d);
  87. /*!
  88. * \brief set a callback to be invoked when an operator is destructed
  89. * \param[in,out] cb the callback function; it would be set to the
  90. * previous callback function
  91. */
  92. void set_opr_destruct_callback(thin_function<void(OperatorBase*)> &cb) {
  93. cb.swap(m_on_opr_destructed);
  94. }
  95. void on_opr_destructed(OperatorBase* opr);
  96. /**
  97. * \brief Create operator of Opr type.
  98. */
  99. template <typename Opr>
  100. std::unique_ptr<Opr> create_operator();
  101. /*
  102. * =============================================================
  103. * Users should call functions below to query memory requirement.
  104. * =============================================================
  105. */
  106. /**
  107. * \brief The internal data pointer of TensorND should be aligned to
  108. * alignment_requirement() in bytes.
  109. */
  110. virtual size_t alignment_requirement() const;
  111. //! get alignment in bytes for rows of image 2D tensor format
  112. virtual size_t image2d_pitch_alignment() const;
  113. HandleType type() const {
  114. return m_handle_type;
  115. }
  116. /**
  117. * \brief Check is the layout satisfy cross device copy constraint.
  118. * 1. The handle of the src and the dst is the same kind
  119. * 2. The dst is continguous.
  120. */
  121. virtual bool check_cross_dev_copy_constraint(const TensorLayout &src);
  122. private:
  123. static constexpr uint32_t ALIVE_MAGIC = 0x8595e9d2u;
  124. volatile uint32_t m_alive_magic = ALIVE_MAGIC;
  125. megcoreComputingHandle_t m_computing_handle;
  126. const HandleType m_handle_type;
  127. thin_function<void()> m_destructor;
  128. thin_function<void(OperatorBase*)> m_on_opr_destructed;
  129. Handle() = delete;
  130. Handle(const Handle &rhs) = delete;
  131. Handle &operator=(const Handle &rhs) = delete;
  132. };
  133. } // namespace megdnn
  134. #include "megdnn/internal/visibility_epilogue.h"
  135. // vim: syntax=cpp.doxygen

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