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CMakeLists.txt 5.4 kB

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  1. # Copyright 2019-2020 Huawei Technologies Co., Ltd
  2. #
  3. # Licensed under the Apache License, Version 2.0 (the "License");
  4. # you may not use this file except in compliance with the License.
  5. # You may obtain a copy of the License at
  6. #
  7. # http://www.apache.org/licenses/LICENSE-2.0
  8. #
  9. # Unless required by applicable law or agreed to in writing, software
  10. # distributed under the License is distributed on an "AS IS" BASIS,
  11. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  12. # See the License for the specific language governing permissions and
  13. # limitations under the License.
  14. # ============================================================================
  15. project(ut_libgraph)
  16. set(CMAKE_CXX_STANDARD 11)
  17. set(PROTO_LIST
  18. "${GE_CODE_DIR}/metadef/proto/om.proto"
  19. "${GE_CODE_DIR}/metadef/proto/ge_ir.proto"
  20. "${GE_CODE_DIR}/metadef/proto/onnx/ge_onnx.proto"
  21. )
  22. protobuf_generate(ge PROTO_SRCS PROTO_HDRS ${PROTO_LIST})
  23. # include directories
  24. include_directories(${CMAKE_CURRENT_LIST_DIR})
  25. include_directories(${GE_CODE_DIR})
  26. include_directories(${GE_CODE_DIR}/metadef)
  27. include_directories(${GE_CODE_DIR}/metadef/graph)
  28. include_directories(${GE_CODE_DIR}/inc)
  29. include_directories(${GE_CODE_DIR}/inc/external)
  30. include_directories(${GE_CODE_DIR}/metadef/inc/external)
  31. include_directories(${GE_CODE_DIR}/metadef/inc/external/graph)
  32. include_directories(${GE_CODE_DIR}/metadef/inc)
  33. include_directories(${GE_CODE_DIR}/metadef/inc/graph)
  34. include_directories(${GE_CODE_DIR}/metadef/inc/common)
  35. include_directories(${GE_CODE_DIR}/metadef/third_party)
  36. include_directories(${GE_CODE_DIR}/metadef/third_party/transformer/inc)
  37. include_directories(${GE_CODE_DIR}/third_party/fwkacllib/inc)
  38. include_directories(${GE_CODE_DIR}/third_party/fwkacllib/inc/ops)
  39. include_directories(${CMAKE_BINARY_DIR})
  40. include_directories(${CMAKE_BINARY_DIR}/proto/ge)
  41. include_directories(${CMAKE_BINARY_DIR}/proto/ge/proto)
  42. set(UT_FILES
  43. "testcase/ge_graph/ge_anchor_utils_unittest.cc"
  44. "testcase/ge_graph/ge_def_type_unittest.cc"
  45. "testcase/ge_graph/ge_graph_anchor_unittest.cc"
  46. "testcase/ge_graph/ge_model_serialize_unittest.cc"
  47. "testcase/ge_graph/ge_node_unittest.cc"
  48. "testcase/ge_graph/ge_opdesc_unittest.cc"
  49. "testcase/ge_graph/ge_tensor_unittest.cc"
  50. "testcase/ge_graph/graph_builder_utils.cc"
  51. "testcase/ge_graph/ge_reg_unittest.cc"
  52. "testcase/ge_graph/ge_format_refiner_unittest.cc"
  53. "testcase/ge_graph/ge_opsproto_manager_unittest.cc"
  54. "testcase/ge_graph/ge_operator_unittest.cc"
  55. "testcase/ge_graph/ge_model_unittest.cc"
  56. )
  57. set(SRC_FILES
  58. "${GE_CODE_DIR}/metadef/graph/option/ge_local_context.cc"
  59. "${GE_CODE_DIR}/metadef/graph/option/ge_context.cc"
  60. "${GE_CODE_DIR}/metadef/graph/anchor.cc"
  61. "${GE_CODE_DIR}/metadef/graph/ge_attr_value.cc"
  62. "${GE_CODE_DIR}/metadef/graph/attr_value.cc"
  63. "${GE_CODE_DIR}/metadef/graph/buffer.cc"
  64. "${GE_CODE_DIR}/metadef/graph/aligned_ptr.cc"
  65. "${GE_CODE_DIR}/metadef/graph/compute_graph.cc"
  66. "${GE_CODE_DIR}/metadef/graph/ge_attr_define.cc"
  67. "${GE_CODE_DIR}/metadef/graph/graph.cc"
  68. "${GE_CODE_DIR}/metadef/graph/gnode.cc"
  69. "${GE_CODE_DIR}/metadef/graph/ascend_string.cc"
  70. "${GE_CODE_DIR}/metadef/graph/model.cc"
  71. "${GE_CODE_DIR}/metadef/graph/model_serialize.cc"
  72. "${GE_CODE_DIR}/metadef/graph/node.cc"
  73. "${GE_CODE_DIR}/metadef/graph/op_desc.cc"
  74. "${GE_CODE_DIR}/metadef/graph/operator.cc"
  75. "${GE_CODE_DIR}/metadef/graph/operator_factory.cc"
  76. "${GE_CODE_DIR}/metadef/graph/operator_factory_impl.cc"
  77. "${GE_CODE_DIR}/metadef/graph/tensor.cc"
  78. "${GE_CODE_DIR}/metadef/graph/types.cc"
  79. "${GE_CODE_DIR}/metadef/graph/ge_tensor.cc"
  80. "${GE_CODE_DIR}/metadef/graph/shape_refiner.cc"
  81. "${GE_CODE_DIR}/metadef/graph/format_refiner.cc"
  82. "${GE_CODE_DIR}/metadef/graph/inference_context.cc"
  83. "${GE_CODE_DIR}/metadef/graph/detail/attributes_holder.cc"
  84. "${GE_CODE_DIR}/metadef/graph/utils/anchor_utils.cc"
  85. "${GE_CODE_DIR}/metadef/graph/utils/graph_utils.cc"
  86. "${GE_CODE_DIR}/metadef/graph/utils/dumper/ge_graph_dumper.cc"
  87. "${GE_CODE_DIR}/metadef/graph/utils/node_utils.cc"
  88. "${GE_CODE_DIR}/metadef/graph/utils/op_desc_utils.cc"
  89. "${GE_CODE_DIR}/metadef/graph/utils/type_utils.cc"
  90. "${GE_CODE_DIR}/metadef/graph/utils/ge_ir_utils.cc"
  91. "${GE_CODE_DIR}/metadef/graph/utils/tensor_utils.cc"
  92. "${GE_CODE_DIR}/metadef/ops/op_imp.cpp"
  93. "${GE_CODE_DIR}/metadef/graph/opsproto/opsproto_manager.cc"
  94. "${GE_CODE_DIR}/metadef/graph/runtime_inference_context.cc"
  95. "${GE_CODE_DIR}/metadef/graph/ref_relation.cc"
  96. "${GE_CODE_DIR}/metadef/third_party/transformer/src/transfer_shape_according_to_format.cc"
  97. "${GE_CODE_DIR}/metadef/third_party/transformer/src/axis_util.cc"
  98. "${GE_CODE_DIR}/metadef/third_party/transformer/src/expand_dimension.cc"
  99. "${GE_CODE_DIR}/metadef/graph/utils/transformer_utils.cc"
  100. )
  101. #add_executable(ut_libgraph ${UT_FILES} ${SRC_FILES} ${PROTO_SRCS} ${PROTO_HDRS})
  102. add_executable(ut_libgraph ${UT_FILES} ${SRC_FILES} ${PROTO_SRCS} ${PROTO_HDRS})
  103. target_compile_options(ut_libgraph PRIVATE
  104. -g --coverage -fprofile-arcs -ftest-coverage
  105. )
  106. target_compile_definitions(ut_libgraph PRIVATE
  107. google=ascend_private
  108. )
  109. target_link_libraries(ut_libgraph
  110. $<BUILD_INTERFACE:intf_pub>
  111. gtest
  112. gtest_main
  113. slog_stub
  114. ascend_protobuf
  115. c_sec
  116. error_manager_stub
  117. mmpa_stub
  118. -lrt
  119. -ldl
  120. -lgcov
  121. )

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