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any_map.h 2.9 kB

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  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 INC_GRAPH_DETAIL_ANY_MAP_H_
  17. #define INC_GRAPH_DETAIL_ANY_MAP_H_
  18. #include <map>
  19. #include <memory>
  20. #include <string>
  21. #include <utility>
  22. #include "graph/compiler_options.h"
  23. namespace ge {
  24. using std::shared_ptr;
  25. using std::string;
  26. class TypeID {
  27. public:
  28. template <class T>
  29. static TypeID Of() {
  30. return TypeID(METADEF_FUNCTION_IDENTIFIER);
  31. }
  32. ~TypeID() = default;
  33. bool operator==(const TypeID &__arg) const { return type_ == __arg.type_; }
  34. private:
  35. explicit TypeID(string type) : type_(std::move(type)) {}
  36. string type_;
  37. };
  38. class AnyMap {
  39. public:
  40. template <class DT>
  41. bool Set(const string &name, const DT &val);
  42. template <class T>
  43. bool Get(const string &name, T &retValue) const;
  44. bool Has(const string &name) const { return anyValues_.find(name) != anyValues_.end(); }
  45. void Swap(AnyMap &other) { anyValues_.swap(other.anyValues_); }
  46. private:
  47. class Placeholder {
  48. public:
  49. virtual ~Placeholder() = default;
  50. virtual const TypeID &GetTypeInfo() const = 0;
  51. };
  52. template <typename VT>
  53. class Holder : public Placeholder {
  54. public:
  55. explicit Holder(const VT &value) : value_(value) {}
  56. ~Holder() override = default;
  57. const TypeID &GetTypeInfo() const override {
  58. static const TypeID typeId = TypeID::Of<VT>();
  59. return typeId;
  60. }
  61. const VT value_;
  62. };
  63. std::map<string, shared_ptr<Placeholder>> anyValues_;
  64. };
  65. template <class DT>
  66. bool AnyMap::Set(const string &name, const DT &val) {
  67. auto it = anyValues_.find(name);
  68. std::shared_ptr<Holder<DT>> tmp;
  69. try {
  70. tmp = std::make_shared<Holder<DT>>(val);
  71. } catch (std::bad_alloc &e) {
  72. tmp = nullptr;
  73. } catch (...) {
  74. tmp = nullptr;
  75. }
  76. if (it == anyValues_.end()) {
  77. (void)anyValues_.emplace(name, tmp);
  78. } else {
  79. if (it->second && it->second->GetTypeInfo() == TypeID::Of<DT>()) {
  80. it->second = tmp;
  81. } else {
  82. return false;
  83. }
  84. }
  85. return true;
  86. }
  87. template <class T>
  88. bool AnyMap::Get(const string &name, T &retValue) const {
  89. auto it = anyValues_.find(name);
  90. if (it != anyValues_.end() && it->second && it->second->GetTypeInfo() == TypeID::Of<T>()) {
  91. auto retPtr = std::static_pointer_cast<Holder<T>>(it->second);
  92. retValue = retPtr->value_;
  93. return true;
  94. }
  95. return false;
  96. }
  97. } // namespace ge
  98. #endif // INC_GRAPH_DETAIL_ANY_MAP_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