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module.mk 7.4 kB

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  1. LOCAL_PATH := $(call my-dir)
  2. local_ge_executor_src_files := \
  3. ge_executor.cc \
  4. ../common/profiling/profiling_manager.cc \
  5. ../common/ge/plugin_manager.cc \
  6. ../graph/load/graph_loader.cc \
  7. ../graph/execute/graph_execute.cc \
  8. ../omm/csa_interact.cc \
  9. ../graph/manager/graph_manager_utils.cc \
  10. ../graph/manager/graph_var_manager.cc \
  11. ../graph/manager/graph_mem_allocator.cc \
  12. ../graph/manager/graph_caching_allocator.cc \
  13. ../graph/manager/trans_var_data_utils.cc \
  14. ../graph/manager/util/debug.cc \
  15. ../model/ge_model.cc \
  16. ../model/ge_root_model.cc \
  17. ../graph/load/new_model_manager/davinci_model.cc \
  18. ../graph/load/new_model_manager/davinci_model_parser.cc \
  19. ../graph/load/new_model_manager/model_manager.cc \
  20. ../graph/load/new_model_manager/tbe_handle_store.cc \
  21. ../graph/load/new_model_manager/cpu_queue_schedule.cc \
  22. ../graph/load/new_model_manager/model_utils.cc \
  23. ../graph/load/new_model_manager/aipp_utils.cc \
  24. ../graph/load/new_model_manager/data_inputer.cc \
  25. ../graph/load/new_model_manager/data_dumper.cc \
  26. ../graph/load/new_model_manager/zero_copy_task.cc \
  27. ../graph/load/new_model_manager/task_info/task_info.cc \
  28. ../graph/load/new_model_manager/task_info/event_record_task_info.cc \
  29. ../graph/load/new_model_manager/task_info/event_wait_task_info.cc \
  30. ../graph/load/new_model_manager/task_info/fusion_start_task_info.cc \
  31. ../graph/load/new_model_manager/task_info/fusion_stop_task_info.cc \
  32. ../graph/load/new_model_manager/task_info/kernel_ex_task_info.cc \
  33. ../graph/load/new_model_manager/task_info/kernel_task_info.cc \
  34. ../graph/load/new_model_manager/task_info/label_set_task_info.cc \
  35. ../graph/load/new_model_manager/task_info/label_switch_by_index_task_info.cc \
  36. ../graph/load/new_model_manager/task_info/label_goto_ex_task_info.cc \
  37. ../graph/load/new_model_manager/task_info/memcpy_async_task_info.cc \
  38. ../graph/load/new_model_manager/task_info/memcpy_addr_async_task_info.cc \
  39. ../graph/load/new_model_manager/task_info/profiler_trace_task_info.cc \
  40. ../graph/load/new_model_manager/task_info/stream_active_task_info.cc \
  41. ../graph/load/new_model_manager/task_info/stream_switch_task_info.cc \
  42. ../graph/load/new_model_manager/task_info/stream_switchn_task_info.cc \
  43. ../graph/load/new_model_manager/task_info/end_graph_task_info.cc \
  44. ../graph/load/new_model_manager/task_info/super_kernel/super_kernel_factory.cc \
  45. ../graph/load/new_model_manager/task_info/super_kernel/super_kernel.cc \
  46. ../graph/load/output/output.cc \
  47. ../single_op/single_op_manager.cc \
  48. ../single_op/single_op_model.cc \
  49. ../single_op/single_op.cc \
  50. ../single_op/stream_resource.cc \
  51. ../single_op/task/op_task.cc \
  52. ../single_op/task/build_task_utils.cc \
  53. ../single_op/task/tbe_task_builder.cc \
  54. ../single_op/task/aicpu_task_builder.cc \
  55. ../hybrid/hybrid_davinci_model_stub.cc\
  56. local_ge_executor_c_include := \
  57. proto/insert_op.proto \
  58. proto/op_mapping_info.proto \
  59. proto/ge_ir.proto \
  60. proto/task.proto \
  61. proto/om.proto \
  62. $(TOPDIR)inc/external \
  63. $(TOPDIR)inc/external/graph \
  64. $(TOPDIR)inc/framework \
  65. $(TOPDIR)inc \
  66. $(LOCAL_PATH)/../ \
  67. $(TOPDIR)libc_sec/include \
  68. third_party/protobuf/include \
  69. third_party/json/include \
  70. local_ge_executor_shared_library := \
  71. libprotobuf \
  72. libc_sec \
  73. libge_common \
  74. libruntime \
  75. libslog \
  76. libmmpa \
  77. libgraph \
  78. libmsprof \
  79. local_ge_executor_ldflags := -lrt -ldl \
  80. #compile arm device dynamic lib
  81. include $(CLEAR_VARS)
  82. LOCAL_MODULE := libge_executor
  83. LOCAL_CFLAGS += -Werror
  84. LOCAL_CFLAGS += -DPROTOBUF_INLINE_NOT_IN_HEADERS=0 -O2 -DDAVINCI_SUPPORT_PROFILING
  85. LOCAL_SRC_FILES := $(local_ge_executor_src_files)
  86. LOCAL_C_INCLUDES := $(local_ge_executor_c_include)
  87. LOCAL_SHARED_LIBRARIES := $(local_ge_executor_shared_library)
  88. ifeq ($(device_os),android)
  89. LOCAL_LDFLAGS += -ldl
  90. LOCAL_LDLIBS += -L$(PWD)/prebuilts/clang/linux-x86/aarch64/android-ndk-r21/sysroot/usr/lib/aarch64-linux-android/29 -llog
  91. else
  92. LOCAL_LDFLAGS += $(local_ge_executor_ldflags)
  93. endif
  94. include $(BUILD_SHARED_LIBRARY)
  95. #compile x86 host dynamic lib
  96. include $(CLEAR_VARS)
  97. LOCAL_MODULE := libge_executor
  98. LOCAL_CFLAGS += -Werror
  99. LOCAL_CFLAGS += -DPROTOBUF_INLINE_NOT_IN_HEADERS=0 -DDAVINCI_SUPPORT_PROFILING
  100. ifeq ($(DEBUG), 1)
  101. LOCAL_CFLAGS += -g -O0
  102. else
  103. LOCAL_CFLAGS += -O2
  104. endif
  105. LOCAL_SRC_FILES := $(local_ge_executor_src_files)
  106. LOCAL_C_INCLUDES := $(local_ge_executor_c_include)
  107. LOCAL_SHARED_LIBRARIES := \
  108. libprotobuf \
  109. libc_sec \
  110. libge_common \
  111. libruntime \
  112. libslog \
  113. libmmpa \
  114. libgraph \
  115. libmsprof \
  116. LOCAL_LDFLAGS += $(local_ge_executor_ldflags)
  117. include $(BUILD_HOST_SHARED_LIBRARY)
  118. #compile for host static lib
  119. include $(CLEAR_VARS)
  120. LOCAL_MODULE := libge_executor
  121. LOCAL_CFLAGS += -Werror
  122. LOCAL_CFLAGS += -DPROTOBUF_INLINE_NOT_IN_HEADERS=0 -DDAVINCI_SUPPORT_PROFILING
  123. ifeq ($(DEBUG), 1)
  124. LOCAL_CFLAGS += -g -O0
  125. else
  126. LOCAL_CFLAGS += -O2
  127. endif
  128. LOCAL_SRC_FILES := $(local_ge_executor_src_files)
  129. LOCAL_C_INCLUDES := $(local_ge_executor_c_include)
  130. LOCAL_STATIC_LIBRARIES := \
  131. libge_common \
  132. libgraph \
  133. libprotobuf \
  134. LOCAL_SHARED_LIBRARIES := \
  135. libc_sec \
  136. libruntime \
  137. libslog \
  138. libmmpa \
  139. libmsprof \
  140. LOCAL_LDFLAGS += $(local_ge_executor_ldflags)
  141. include $(BUILD_HOST_STATIC_LIBRARY)
  142. #compile for device static lib
  143. include $(CLEAR_VARS)
  144. LOCAL_MODULE := libge_executor
  145. LOCAL_CFLAGS += -Werror
  146. LOCAL_CFLAGS += -DPROTOBUF_INLINE_NOT_IN_HEADERS=0 -DDAVINCI_SUPPORT_PROFILING
  147. ifeq ($(DEBUG), 1)
  148. LOCAL_CFLAGS += -g -O0
  149. else
  150. LOCAL_CFLAGS += -O2
  151. endif
  152. LOCAL_SRC_FILES := $(local_ge_executor_src_files)
  153. LOCAL_C_INCLUDES := $(local_ge_executor_c_include)
  154. LOCAL_STATIC_LIBRARIES := \
  155. libge_common \
  156. libgraph \
  157. libprotobuf \
  158. LOCAL_SHARED_LIBRARIES := \
  159. libc_sec \
  160. libruntime \
  161. libslog \
  162. libmmpa \
  163. libmsprof \
  164. ifeq ($(device_os),android)
  165. LOCAL_LDFLAGS += -ldl
  166. LOCAL_LDLIBS += -L$(PWD)/prebuilts/clang/linux-x86/aarch64/android-ndk-r21/sysroot/usr/lib/aarch64-linux-android/29 -llog
  167. else
  168. LOCAL_LDFLAGS += $(local_ge_executor_ldflags)
  169. endif
  170. include $(BUILD_STATIC_LIBRARY)

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