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module.mk 8.2 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/dump/dump_properties.cc \
  6. ../common/dump/dump_manager.cc \
  7. ../common/dump/dump_op.cc \
  8. ../common/ge/plugin_manager.cc \
  9. ../common/ge/op_tiling_manager.cc \
  10. ../graph/load/graph_loader.cc \
  11. ../graph/execute/graph_execute.cc \
  12. ../omm/csa_interact.cc \
  13. ../graph/manager/graph_manager_utils.cc \
  14. ../graph/manager/graph_var_manager.cc \
  15. ../graph/manager/rdma_pool_allocator.cc \
  16. ../graph/manager/graph_mem_allocator.cc \
  17. ../graph/manager/graph_caching_allocator.cc \
  18. ../graph/manager/trans_var_data_utils.cc \
  19. ../graph/manager/util/debug.cc \
  20. ../model/ge_model.cc \
  21. ../model/ge_root_model.cc \
  22. ../graph/load/new_model_manager/davinci_model.cc \
  23. ../graph/load/new_model_manager/davinci_model_parser.cc \
  24. ../graph/load/new_model_manager/model_manager.cc \
  25. ../graph/load/new_model_manager/tbe_handle_store.cc \
  26. ../graph/load/new_model_manager/cpu_queue_schedule.cc \
  27. ../graph/load/new_model_manager/model_utils.cc \
  28. ../graph/load/new_model_manager/aipp_utils.cc \
  29. ../graph/load/new_model_manager/data_inputer.cc \
  30. ../graph/load/new_model_manager/data_dumper.cc \
  31. ../graph/load/new_model_manager/zero_copy_task.cc \
  32. ../graph/load/new_model_manager/zero_copy_offset.cc \
  33. ../graph/load/new_model_manager/task_info/task_info.cc \
  34. ../graph/load/new_model_manager/task_info/event_record_task_info.cc \
  35. ../graph/load/new_model_manager/task_info/event_wait_task_info.cc \
  36. ../graph/load/new_model_manager/task_info/fusion_start_task_info.cc \
  37. ../graph/load/new_model_manager/task_info/fusion_stop_task_info.cc \
  38. ../graph/load/new_model_manager/task_info/kernel_ex_task_info.cc \
  39. ../graph/load/new_model_manager/task_info/kernel_task_info.cc \
  40. ../graph/load/new_model_manager/task_info/label_set_task_info.cc \
  41. ../graph/load/new_model_manager/task_info/label_switch_by_index_task_info.cc \
  42. ../graph/load/new_model_manager/task_info/label_goto_ex_task_info.cc \
  43. ../graph/load/new_model_manager/task_info/memcpy_async_task_info.cc \
  44. ../graph/load/new_model_manager/task_info/memcpy_addr_async_task_info.cc \
  45. ../graph/load/new_model_manager/task_info/profiler_trace_task_info.cc \
  46. ../graph/load/new_model_manager/task_info/stream_active_task_info.cc \
  47. ../graph/load/new_model_manager/task_info/stream_switch_task_info.cc \
  48. ../graph/load/new_model_manager/task_info/stream_switchn_task_info.cc \
  49. ../graph/load/new_model_manager/task_info/end_graph_task_info.cc \
  50. ../graph/load/new_model_manager/task_info/super_kernel/super_kernel_factory.cc \
  51. ../graph/load/new_model_manager/task_info/super_kernel/super_kernel.cc \
  52. ../opskernel_manager/ops_kernel_builder_manager.cc \
  53. ../single_op/single_op_manager.cc \
  54. ../single_op/single_op_model.cc \
  55. ../single_op/single_op.cc \
  56. ../single_op/stream_resource.cc \
  57. ../single_op/task/op_task.cc \
  58. ../single_op/task/build_task_utils.cc \
  59. ../single_op/task/tbe_task_builder.cc \
  60. ../single_op/task/aicpu_task_builder.cc \
  61. ../single_op/task/aicpu_kernel_task_builder.cc \
  62. ../hybrid/hybrid_davinci_model_stub.cc\
  63. ../hybrid/node_executor/aicpu/aicpu_ext_info.cc \
  64. local_ge_executor_c_include := \
  65. proto/insert_op.proto \
  66. proto/op_mapping_info.proto \
  67. proto/dump_task.proto \
  68. proto/ge_ir.proto \
  69. proto/task.proto \
  70. proto/om.proto \
  71. $(TOPDIR)inc/external \
  72. $(TOPDIR)inc/external/graph \
  73. $(TOPDIR)inc/framework \
  74. $(TOPDIR)inc \
  75. $(LOCAL_PATH)/../ \
  76. $(TOPDIR)libc_sec/include \
  77. third_party/protobuf/include \
  78. third_party/json/include \
  79. local_ge_executor_shared_library := \
  80. libprotobuf \
  81. libc_sec \
  82. libge_common \
  83. libruntime \
  84. libslog \
  85. libmmpa \
  86. libgraph \
  87. libregister \
  88. libmsprof \
  89. liberror_manager \
  90. local_ge_executor_ldflags := -lrt -ldl \
  91. #compile arm device dynamic lib
  92. include $(CLEAR_VARS)
  93. LOCAL_MODULE := libge_executor
  94. LOCAL_CFLAGS += -Werror
  95. LOCAL_CFLAGS += -DPROTOBUF_INLINE_NOT_IN_HEADERS=0 -O2 -DDAVINCI_SUPPORT_PROFILING
  96. LOCAL_SRC_FILES := $(local_ge_executor_src_files)
  97. LOCAL_C_INCLUDES := $(local_ge_executor_c_include)
  98. LOCAL_SHARED_LIBRARIES := $(local_ge_executor_shared_library)
  99. LOCAL_SHARED_LIBRARIES += libascend_hal
  100. LOCAL_STATIC_LIBRARIES := \
  101. libmsprofiler \
  102. ifeq ($(device_os),android)
  103. LOCAL_LDFLAGS += -ldl
  104. LOCAL_LDLIBS += -L$(PWD)/prebuilts/clang/linux-x86/aarch64/android-ndk-r21/sysroot/usr/lib/aarch64-linux-android/29 -llog
  105. else
  106. LOCAL_LDFLAGS += $(local_ge_executor_ldflags)
  107. endif
  108. include $(BUILD_SHARED_LIBRARY)
  109. #compile x86 host dynamic lib
  110. include $(CLEAR_VARS)
  111. LOCAL_MODULE := libge_executor
  112. LOCAL_CFLAGS += -Werror
  113. LOCAL_CFLAGS += -DPROTOBUF_INLINE_NOT_IN_HEADERS=0 -DDAVINCI_SUPPORT_PROFILING
  114. ifeq ($(DEBUG), 1)
  115. LOCAL_CFLAGS += -g -O0
  116. else
  117. LOCAL_CFLAGS += -O2
  118. endif
  119. LOCAL_SRC_FILES := $(local_ge_executor_src_files)
  120. LOCAL_C_INCLUDES := $(local_ge_executor_c_include)
  121. LOCAL_SHARED_LIBRARIES := \
  122. libprotobuf \
  123. libc_sec \
  124. libge_common \
  125. libruntime \
  126. libslog \
  127. libmmpa \
  128. libgraph \
  129. libregister \
  130. libmsprof \
  131. liberror_manager \
  132. stub/libascend_hal \
  133. LOCAL_STATIC_LIBRARIES := \
  134. libmsprofiler \
  135. LOCAL_LDFLAGS += $(local_ge_executor_ldflags)
  136. include $(BUILD_HOST_SHARED_LIBRARY)
  137. #compile for host static lib
  138. include $(CLEAR_VARS)
  139. LOCAL_MODULE := libge_executor
  140. LOCAL_CFLAGS += -Werror
  141. LOCAL_CFLAGS += -DPROTOBUF_INLINE_NOT_IN_HEADERS=0 -DDAVINCI_SUPPORT_PROFILING
  142. ifeq ($(DEBUG), 1)
  143. LOCAL_CFLAGS += -g -O0
  144. else
  145. LOCAL_CFLAGS += -O2
  146. endif
  147. LOCAL_SRC_FILES := $(local_ge_executor_src_files)
  148. LOCAL_C_INCLUDES := $(local_ge_executor_c_include)
  149. LOCAL_STATIC_LIBRARIES := \
  150. libge_common \
  151. libgraph \
  152. libregister \
  153. libprotobuf \
  154. LOCAL_SHARED_LIBRARIES := \
  155. libc_sec \
  156. libruntime \
  157. libslog \
  158. libmmpa \
  159. libmsprof \
  160. LOCAL_LDFLAGS += $(local_ge_executor_ldflags)
  161. include $(BUILD_HOST_STATIC_LIBRARY)
  162. #compile for device static lib
  163. include $(CLEAR_VARS)
  164. LOCAL_MODULE := libge_executor
  165. LOCAL_CFLAGS += -Werror
  166. LOCAL_CFLAGS += -DPROTOBUF_INLINE_NOT_IN_HEADERS=0 -DDAVINCI_SUPPORT_PROFILING
  167. ifeq ($(DEBUG), 1)
  168. LOCAL_CFLAGS += -g -O0
  169. else
  170. LOCAL_CFLAGS += -O2
  171. endif
  172. LOCAL_SRC_FILES := $(local_ge_executor_src_files)
  173. LOCAL_C_INCLUDES := $(local_ge_executor_c_include)
  174. LOCAL_STATIC_LIBRARIES := \
  175. libge_common \
  176. libgraph \
  177. libregister \
  178. libprotobuf \
  179. LOCAL_SHARED_LIBRARIES := \
  180. libc_sec \
  181. libruntime \
  182. libslog \
  183. libmmpa \
  184. libmsprof \
  185. ifeq ($(device_os),android)
  186. LOCAL_LDFLAGS += -ldl
  187. LOCAL_LDLIBS += -L$(PWD)/prebuilts/clang/linux-x86/aarch64/android-ndk-r21/sysroot/usr/lib/aarch64-linux-android/29 -llog
  188. else
  189. LOCAL_LDFLAGS += $(local_ge_executor_ldflags)
  190. endif
  191. 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