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.

any_map.h 2.9 kB

5 years ago
5 years ago
5 years ago
123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120
  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. namespace ge {
  23. using std::shared_ptr;
  24. using std::string;
  25. class TypeID {
  26. public:
  27. template <class T>
  28. static TypeID Of() {
  29. return TypeID(__PRETTY_FUNCTION__);
  30. }
  31. ~TypeID() = default;
  32. bool operator==(const TypeID &__arg) const { return type_ == __arg.type_; }
  33. private:
  34. explicit TypeID(string type) : type_(std::move(type)) {} // lint !e30 !e32
  35. string type_;
  36. };
  37. class AnyMap {
  38. public:
  39. template <class DT>
  40. bool Set(const string &name, const DT &val);
  41. template <class T>
  42. bool Get(const string &name, T &retValue) const;
  43. bool Has(const string &name) const { return anyValues_.find(name) != anyValues_.end(); }
  44. void Swap(AnyMap &other) { anyValues_.swap(other.anyValues_); }
  45. private:
  46. class Placeholder {
  47. public:
  48. virtual ~Placeholder() = default;
  49. virtual const TypeID &GetTypeInfo() const = 0;
  50. };
  51. template <typename VT>
  52. class Holder : public Placeholder {
  53. public:
  54. explicit Holder(const VT &value) : value_(value) {}
  55. ~Holder() override = default;
  56. const TypeID &GetTypeInfo() const override {
  57. static const TypeID typeId = TypeID::Of<VT>();
  58. return typeId;
  59. }
  60. const VT value_;
  61. };
  62. std::map<string, shared_ptr<Placeholder>> anyValues_;
  63. };
  64. template <class DT>
  65. bool AnyMap::Set(const string &name, const DT &val) {
  66. auto it = anyValues_.find(name);
  67. std::shared_ptr<Holder<DT>> tmp;
  68. try {
  69. tmp = std::make_shared<Holder<DT>>(val);
  70. } catch (std::bad_alloc &e) {
  71. tmp = nullptr;
  72. } catch (...) {
  73. tmp = nullptr;
  74. }
  75. if (it == anyValues_.end()) {
  76. (void)anyValues_.emplace(name, tmp);
  77. } else {
  78. if (it->second && it->second->GetTypeInfo() == TypeID::Of<DT>()) {
  79. it->second = tmp;
  80. } else {
  81. return false;
  82. }
  83. }
  84. return true;
  85. }
  86. template <class T>
  87. bool AnyMap::Get(const string &name, T &retValue) const {
  88. auto it = anyValues_.find(name);
  89. if (it != anyValues_.end() && it->second && it->second->GetTypeInfo() == TypeID::Of<T>()) {
  90. auto retPtr = std::static_pointer_cast<Holder<T>>(it->second);
  91. retValue = retPtr->value_;
  92. return true;
  93. }
  94. return false;
  95. }
  96. } // namespace ge
  97. #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