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stub_engine.h 3.9 kB

modified: CMakeLists.txt modified: build.sh modified: ge/ge_runtime/runtime_model.cc modified: ge/ge_runtime/task/aicpu_task.cc modified: ge/ge_runtime/task/hccl_task.cc modified: ge/ge_runtime/task/label_goto_task.cc modified: ge/ge_runtime/task/label_switch_task.cc new file: tests/st/CMakeLists.txt new file: tests/st/cmake/graphengine.cmake new file: tests/st/framework/CMakeLists.txt new file: tests/st/framework/framework.cc new file: tests/st/framework/framework.h new file: tests/st/framework/stub_engine/CMakeLists.txt new file: tests/st/framework/stub_engine/common/constant/constant.h new file: tests/st/framework/stub_engine/engine/stub_engine.cc new file: tests/st/framework/stub_engine/engine/stub_engine.h new file: tests/st/framework/stub_engine/ops_kernel_store/host_cpu_ops_kernel_builder.cc new file: tests/st/framework/stub_engine/ops_kernel_store/host_cpu_ops_kernel_builder.h new file: tests/st/framework/stub_engine/ops_kernel_store/host_cpu_ops_kernel_info.cc new file: tests/st/framework/stub_engine/ops_kernel_store/host_cpu_ops_kernel_info.h new file: tests/st/framework/stub_engine/ops_kernel_store/op/host_op.cc new file: tests/st/framework/stub_engine/ops_kernel_store/op/host_op.h new file: tests/st/framework/stub_engine/ops_kernel_store/op/op.h new file: tests/st/framework/stub_engine/ops_kernel_store/op/op_factory.cc new file: tests/st/framework/stub_engine/ops_kernel_store/op/op_factory.h new file: tests/st/framework/stub_engine/proto/task.proto new file: tests/st/framework/stub_op_proto/array_ops.cc new file: tests/st/framework/stub_op_proto/array_ops.h new file: tests/st/framework/stub_op_proto/control_flow_ops.cc new file: tests/st/framework/stub_op_proto/control_flow_ops.h new file: tests/st/framework/stub_op_proto/elewise_calculation_ops.cc new file: tests/st/framework/stub_op_proto/elewise_calculation_ops.h new file: tests/st/framework/stub_op_proto/util/array_ops_shape_fns.cc new file: tests/st/framework/stub_op_proto/util/array_ops_shape_fns.h new file: tests/st/framework/stub_op_proto/util/axis_util.cc new file: tests/st/framework/stub_op_proto/util/axis_util.h new file: tests/st/framework/stub_op_proto/util/common_shape_fns.cc new file: tests/st/framework/stub_op_proto/util/common_shape_fns.h new file: tests/st/framework/stub_op_proto/util/error_code.h new file: tests/st/framework/stub_op_proto/util/error_util.cc new file: tests/st/framework/stub_op_proto/util/error_util.h new file: tests/st/framework/stub_op_proto/util/op_common_util.h new file: tests/st/framework/stub_op_proto/util/op_log.h new file: tests/st/framework/stub_op_proto/util/transfer_shape_according_to_format.cc new file: tests/st/framework/stub_op_proto/util/transfer_shape_according_to_format.h new file: tests/st/framework/stub_op_proto/util/util.cc new file: tests/st/framework/stub_op_proto/util/util.h new file: tests/st/framework/utils/assertion/graph_assertion.cc new file: 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tests/st/framework/stub_engine/common/constant/constant.h new file: tests/st/framework/stub_engine/engine/stub_engine.cc new file: tests/st/framework/stub_engine/engine/stub_engine.h new file: tests/st/framework/stub_engine/ops_kernel_store/host_cpu_ops_kernel_builder.cc new file: tests/st/framework/stub_engine/ops_kernel_store/host_cpu_ops_kernel_builder.h new file: tests/st/framework/stub_engine/ops_kernel_store/host_cpu_ops_kernel_info.cc new file: tests/st/framework/stub_engine/ops_kernel_store/host_cpu_ops_kernel_info.h new file: tests/st/framework/stub_engine/ops_kernel_store/op/host_op.cc new file: tests/st/framework/stub_engine/ops_kernel_store/op/host_op.h new file: tests/st/framework/stub_engine/ops_kernel_store/op/op.h new file: tests/st/framework/stub_engine/ops_kernel_store/op/op_factory.cc new file: tests/st/framework/stub_engine/ops_kernel_store/op/op_factory.h new file: tests/st/framework/stub_engine/proto/task.proto new file: tests/st/framework/stub_op_proto/array_ops.cc new file: tests/st/framework/stub_op_proto/array_ops.h new file: tests/st/framework/stub_op_proto/control_flow_ops.cc new file: tests/st/framework/stub_op_proto/control_flow_ops.h new file: tests/st/framework/stub_op_proto/elewise_calculation_ops.cc new file: tests/st/framework/stub_op_proto/elewise_calculation_ops.h new file: tests/st/framework/stub_op_proto/util/array_ops_shape_fns.cc new file: tests/st/framework/stub_op_proto/util/array_ops_shape_fns.h new file: tests/st/framework/stub_op_proto/util/axis_util.cc new file: tests/st/framework/stub_op_proto/util/axis_util.h new file: tests/st/framework/stub_op_proto/util/common_shape_fns.cc new file: tests/st/framework/stub_op_proto/util/common_shape_fns.h new file: tests/st/framework/stub_op_proto/util/error_code.h new file: tests/st/framework/stub_op_proto/util/error_util.cc new file: tests/st/framework/stub_op_proto/util/error_util.h new file: tests/st/framework/stub_op_proto/util/op_common_util.h new file: tests/st/framework/stub_op_proto/util/op_log.h new file: tests/st/framework/stub_op_proto/util/transfer_shape_according_to_format.cc new file: tests/st/framework/stub_op_proto/util/transfer_shape_according_to_format.h new file: tests/st/framework/stub_op_proto/util/util.cc new file: tests/st/framework/stub_op_proto/util/util.h new file: tests/st/framework/utils/assertion/graph_assertion.cc new file: tests/st/framework/utils/assertion/graph_assertion.h new file: tests/st/framework/utils/builder/graph_builder_utils.cc new file: tests/st/framework/utils/builder/graph_builder_utils.h new file: tests/st/framework/utils/builder/tensor_builder_utils.cc new file: tests/st/framework/utils/builder/tensor_builder_utils.h new file: tests/st/test.cc new file: tests/st/testcase/CMakeLists.txt new file: tests/st/testcase/test_framework_dummy.cc modified: CMakeLists.txt modified: build.sh modified: ge/ge_runtime/runtime_model.cc modified: ge/ge_runtime/task/aicpu_task.cc modified: ge/ge_runtime/task/hccl_task.cc modified: ge/ge_runtime/task/label_goto_task.cc modified: ge/ge_runtime/task/label_switch_task.cc new file: tests/st/CMakeLists.txt new file: tests/st/cmake/graphengine.cmake new file: tests/st/framework/CMakeLists.txt new file: tests/st/framework/framework.cc new file: tests/st/framework/framework.h new file: tests/st/framework/stub_engine/CMakeLists.txt new file: tests/st/framework/stub_engine/common/constant/constant.h new file: tests/st/framework/stub_engine/engine/stub_engine.cc new file: tests/st/framework/stub_engine/engine/stub_engine.h new file: tests/st/framework/stub_engine/ops_kernel_store/host_cpu_ops_kernel_builder.cc new file: tests/st/framework/stub_engine/ops_kernel_store/host_cpu_ops_kernel_builder.h new file: tests/st/framework/stub_engine/ops_kernel_store/host_cpu_ops_kernel_info.cc new file: tests/st/framework/stub_engine/ops_kernel_store/host_cpu_ops_kernel_info.h new file: tests/st/framework/stub_engine/ops_kernel_store/op/host_op.cc new file: tests/st/framework/stub_engine/ops_kernel_store/op/host_op.h new file: tests/st/framework/stub_engine/ops_kernel_store/op/op.h new file: tests/st/framework/stub_engine/ops_kernel_store/op/op_factory.cc new file: tests/st/framework/stub_engine/ops_kernel_store/op/op_factory.h new file: tests/st/framework/stub_engine/proto/task.proto new file: tests/st/framework/stub_op_proto/array_ops.cc new file: tests/st/framework/stub_op_proto/array_ops.h new file: tests/st/framework/stub_op_proto/control_flow_ops.cc new file: tests/st/framework/stub_op_proto/control_flow_ops.h new file: tests/st/framework/stub_op_proto/elewise_calculation_ops.cc new file: tests/st/framework/stub_op_proto/elewise_calculation_ops.h new file: tests/st/framework/stub_op_proto/util/array_ops_shape_fns.cc new file: tests/st/framework/stub_op_proto/util/array_ops_shape_fns.h new file: tests/st/framework/stub_op_proto/util/axis_util.cc new file: 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tests/st/framework/stub_engine/ops_kernel_store/stub_ops_kernel_builder.h new file: tests/st/framework/stub_engine/ops_kernel_store/stub_ops_kernel_store.cc new file: tests/st/framework/stub_engine/ops_kernel_store/stub_ops_kernel_store.h new file: tests/st/framework/utils/assertion/graph_assertion.cc new file: tests/st/framework/utils/assertion/graph_assertion.h new file: tests/st/framework/utils/builder/graph_builder_utils.cc new file: tests/st/framework/utils/builder/graph_builder_utils.h new file: tests/st/framework/utils/builder/tensor_builder_utils.cc new file: tests/st/framework/utils/builder/tensor_builder_utils.h new file: tests/st/framework/utils/stub_injection/mock_utils.cc new file: tests/st/framework/utils/stub_injection/mock_utils.h new file: tests/st/testcase/CMakeLists.txt new file: tests/st/testcase/test_framework_dummy.cc modified: CMakeLists.txt modified: build.sh modified: ge/ge_runtime/runtime_model.cc modified: ge/ge_runtime/task/aicpu_task.cc modified: ge/ge_runtime/task/hccl_task.cc modified: ge/ge_runtime/task/label_goto_task.cc modified: ge/ge_runtime/task/label_switch_task.cc new file: tests/st/CMakeLists.txt new file: tests/st/cmake/graphengine.cmake new file: tests/st/framework/CMakeLists.txt new file: tests/st/framework/framework.cc new file: tests/st/framework/framework.h new file: tests/st/framework/inc/st_types.h new file: tests/st/framework/stub_engine/engine/stub_engine.cc new file: tests/st/framework/stub_engine/engine/stub_engine.h new file: tests/st/framework/stub_engine/ops_kernel_store/op/host_op.cc new file: tests/st/framework/stub_engine/ops_kernel_store/op/host_op.h new file: tests/st/framework/stub_engine/ops_kernel_store/op/op.h new file: tests/st/framework/stub_engine/ops_kernel_store/op/stub_op_factory.cc new file: tests/st/framework/stub_engine/ops_kernel_store/op/stub_op_factory.h new file: tests/st/framework/stub_engine/ops_kernel_store/stub_ops_kernel_builder.cc new file: tests/st/framework/stub_engine/ops_kernel_store/stub_ops_kernel_builder.h new file: tests/st/framework/stub_engine/ops_kernel_store/stub_ops_kernel_store.cc new file: tests/st/framework/stub_engine/ops_kernel_store/stub_ops_kernel_store.h new file: tests/st/framework/utils/assertion/graph_assertion.cc new file: tests/st/framework/utils/assertion/graph_assertion.h new file: tests/st/framework/utils/builder/graph_builder_utils.cc new file: tests/st/framework/utils/builder/graph_builder_utils.h new file: tests/st/framework/utils/builder/tensor_builder_utils.cc new file: tests/st/framework/utils/builder/tensor_builder_utils.h new file: tests/st/testcase/CMakeLists.txt new file: tests/st/testcase/test_framework_dummy.cc
4 years ago
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  1. /**
  2. * Copyright 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 GRAPH_ENGINE_LLT_STUB_ENGINE_H_
  17. #define GRAPH_ENGINE_LLT_STUB_ENGINE_H_
  18. #if defined(_MSC_VER)
  19. #ifdef FUNC_VISIBILITY
  20. #define GE_FUNC_VISIBILITY _declspec(dllexport)
  21. #else
  22. #define GE_FUNC_VISIBILITY
  23. #endif
  24. #else
  25. #ifdef FUNC_VISIBILITY
  26. #define GE_FUNC_VISIBILITY __attribute__((visibility("default")))
  27. #else
  28. #define GE_FUNC_VISIBILITY
  29. #endif
  30. #endif
  31. #include <map>
  32. #include <memory>
  33. #include <string>
  34. #include "inc/st_types.h"
  35. #include "common/opskernel/ops_kernel_info_store.h"
  36. #include "common/optimizer/graph_optimizer.h"
  37. #include "stub_engine/ops_kernel_store/stub_ops_kernel_store.h"
  38. using OpsKernelInfoStorePtr = std::shared_ptr<ge::OpsKernelInfoStore>;
  39. using StubOpsKernelInfoStorePtr = std::shared_ptr<ge::st::StubOpsKernelInfoStore>;
  40. using GraphOptimizerPtr = std::shared_ptr<ge::GraphOptimizer>;
  41. namespace ge {
  42. namespace st {
  43. /**
  44. * host cpu engine.
  45. * Used for the ops which executes on host.
  46. */
  47. class GE_FUNC_VISIBILITY StubEngine {
  48. public:
  49. /**
  50. * get StubEngine instance.
  51. * @return StubEngine instance.
  52. */
  53. static StubEngine &Instance();
  54. virtual ~StubEngine() = default;
  55. /**
  56. * When Ge start, GE will invoke this interface
  57. * @return The status whether initialize successfully
  58. */
  59. Status Initialize(const std::map<string, string> &options);
  60. /**
  61. * After the initialize, GE will invoke this interface
  62. * to get the Ops kernel Store.
  63. * @param ops_kernel_map The host cpu's ops kernel info
  64. */
  65. void GetOpsKernelInfoStores(std::map<std::string, OpsKernelInfoStorePtr> &ops_kernel_map);
  66. /**
  67. * After the initialize, GE will invoke this interface
  68. * to get the Graph Optimizer.
  69. * @param graph_optimizers The host cpu's Graph Optimizer objs
  70. */
  71. void GetGraphOptimizerObjs(std::map<std::string, GraphOptimizerPtr> &graph_optimizers);
  72. /**
  73. * When the graph finished, GE will invoke this interface
  74. * @return The status whether initialize successfully
  75. */
  76. Status Finalize();
  77. StubEngine(const StubEngine &StubEngine) = delete;
  78. StubEngine(const StubEngine &&StubEngine) = delete;
  79. StubEngine &operator=(const StubEngine &StubEngine) = delete;
  80. StubEngine &operator=(StubEngine &&StubEngine) = delete;
  81. private:
  82. StubEngine() = default;
  83. map<string, OpsKernelInfoStorePtr> ops_kernel_store_map_;
  84. };
  85. } // namespace st
  86. } // namespace ge
  87. extern "C" {
  88. /**
  89. * When Ge start, GE will invoke this interface
  90. * @return The status whether initialize successfully
  91. */
  92. GE_FUNC_VISIBILITY ge::Status Initialize(const map<string, string> &options);
  93. /**
  94. * After the initialize, GE will invoke this interface to get the Ops kernel Store
  95. * @param ops_kernel_map The host cpu's ops kernel info
  96. */
  97. GE_FUNC_VISIBILITY void GetOpsKernelInfoStores(std::map<std::string, OpsKernelInfoStorePtr> &ops_kernel_map);
  98. /**
  99. * After the initialize, GE will invoke this interface to get the Graph Optimizer
  100. * @param graph_optimizers The host cpu's Graph Optimizer objs
  101. */
  102. GE_FUNC_VISIBILITY void GetGraphOptimizerObjs(std::map<std::string, GraphOptimizerPtr> &graph_optimizers);
  103. /**
  104. * When the graph finished, GE will invoke this interface
  105. * @return The status whether initialize successfully
  106. */
  107. GE_FUNC_VISIBILITY ge::Status Finalize();
  108. }
  109. #endif // GRAPH_ENGINE_LLT_STUB_ENGINE_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