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module.mk 8.5 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/model_exit_task_info.cc \
  51. ../graph/load/new_model_manager/task_info/super_kernel/super_kernel_factory.cc \
  52. ../graph/load/new_model_manager/task_info/super_kernel/super_kernel.cc \
  53. ../opskernel_manager/ops_kernel_builder_manager.cc \
  54. ../single_op/single_op_manager.cc \
  55. ../single_op/single_op_model.cc \
  56. ../single_op/single_op.cc \
  57. ../single_op/stream_resource.cc \
  58. ../single_op/task/op_task.cc \
  59. ../single_op/task/build_task_utils.cc \
  60. ../single_op/task/tbe_task_builder.cc \
  61. ../single_op/task/aicpu_task_builder.cc \
  62. ../single_op/task/aicpu_kernel_task_builder.cc \
  63. ../hybrid/hybrid_davinci_model_stub.cc\
  64. ../hybrid/node_executor/aicpu/aicpu_ext_info.cc \
  65. ../graph/common/local_context.cc \
  66. local_ge_executor_c_include := \
  67. proto/insert_op.proto \
  68. proto/op_mapping_info.proto \
  69. proto/dump_task.proto \
  70. proto/ge_ir.proto \
  71. proto/task.proto \
  72. proto/om.proto \
  73. $(TOPDIR)inc/external \
  74. $(TOPDIR)inc/external/graph \
  75. $(TOPDIR)inc/framework \
  76. $(TOPDIR)inc \
  77. $(LOCAL_PATH)/../ \
  78. $(TOPDIR)graphengine/ge \
  79. $(TOPDIR)libc_sec/include \
  80. third_party/protobuf/include \
  81. third_party/json/include \
  82. local_ge_executor_shared_library := \
  83. libascend_protobuf \
  84. libc_sec \
  85. libge_common \
  86. libruntime \
  87. libslog \
  88. libmmpa \
  89. libgraph \
  90. libregister \
  91. libmsprof \
  92. liberror_manager \
  93. local_ge_executor_ldflags := -lrt -ldl \
  94. #compile arm device dynamic lib
  95. include $(CLEAR_VARS)
  96. LOCAL_MODULE := libge_executor
  97. LOCAL_CFLAGS += -Werror
  98. LOCAL_CFLAGS += -DPROTOBUF_INLINE_NOT_IN_HEADERS=0 -O2 -DDAVINCI_SUPPORT_PROFILING -Dgoogle=ascend_private
  99. LOCAL_SRC_FILES := $(local_ge_executor_src_files)
  100. LOCAL_C_INCLUDES := $(local_ge_executor_c_include)
  101. LOCAL_SHARED_LIBRARIES := $(local_ge_executor_shared_library)
  102. LOCAL_SHARED_LIBRARIES += libascend_hal
  103. LOCAL_STATIC_LIBRARIES := \
  104. libmsprofiler \
  105. ifeq ($(device_os),android)
  106. LOCAL_LDFLAGS += -ldl
  107. LOCAL_LDLIBS += -L$(PWD)/prebuilts/clang/linux-x86/aarch64/android-ndk-r21/sysroot/usr/lib/aarch64-linux-android/29 -llog
  108. else
  109. LOCAL_LDFLAGS += $(local_ge_executor_ldflags)
  110. endif
  111. include $(BUILD_SHARED_LIBRARY)
  112. #compile x86 host dynamic lib
  113. include $(CLEAR_VARS)
  114. LOCAL_MODULE := libge_executor
  115. LOCAL_CFLAGS += -Werror
  116. LOCAL_CFLAGS += -DPROTOBUF_INLINE_NOT_IN_HEADERS=0 -DDAVINCI_SUPPORT_PROFILING -Dgoogle=ascend_private
  117. ifeq ($(DEBUG), 1)
  118. LOCAL_CFLAGS += -g -O0
  119. else
  120. LOCAL_CFLAGS += -O2
  121. endif
  122. LOCAL_SRC_FILES := $(local_ge_executor_src_files)
  123. LOCAL_C_INCLUDES := $(local_ge_executor_c_include)
  124. LOCAL_SHARED_LIBRARIES := \
  125. libascend_protobuf \
  126. libc_sec \
  127. libge_common \
  128. libruntime \
  129. libslog \
  130. libmmpa \
  131. libgraph \
  132. libregister \
  133. libmsprof \
  134. liberror_manager \
  135. stub/libascend_hal \
  136. LOCAL_STATIC_LIBRARIES := \
  137. libmsprofiler \
  138. LOCAL_LDFLAGS += $(local_ge_executor_ldflags)
  139. include $(BUILD_HOST_SHARED_LIBRARY)
  140. #compile for host static lib
  141. include $(CLEAR_VARS)
  142. LOCAL_MODULE := libge_executor
  143. LOCAL_CFLAGS += -Werror
  144. LOCAL_CFLAGS += -DPROTOBUF_INLINE_NOT_IN_HEADERS=0 -DDAVINCI_SUPPORT_PROFILING -Dgoogle=ascend_private
  145. ifeq ($(DEBUG), 1)
  146. LOCAL_CFLAGS += -g -O0
  147. else
  148. LOCAL_CFLAGS += -O2
  149. endif
  150. LOCAL_SRC_FILES := $(local_ge_executor_src_files)
  151. LOCAL_C_INCLUDES := $(local_ge_executor_c_include)
  152. LOCAL_STATIC_LIBRARIES := \
  153. libge_common \
  154. libgraph \
  155. libregister \
  156. libascend_protobuf \
  157. LOCAL_SHARED_LIBRARIES := \
  158. libc_sec \
  159. libruntime \
  160. libslog \
  161. libmmpa \
  162. libmsprof \
  163. LOCAL_LDFLAGS += $(local_ge_executor_ldflags)
  164. include $(BUILD_HOST_STATIC_LIBRARY)
  165. #compile for device static lib
  166. include $(CLEAR_VARS)
  167. LOCAL_MODULE := libge_executor
  168. LOCAL_CFLAGS += -Werror
  169. LOCAL_CFLAGS += -DPROTOBUF_INLINE_NOT_IN_HEADERS=0 -DDAVINCI_SUPPORT_PROFILING -Dgoogle=ascend_private
  170. ifeq ($(DEBUG), 1)
  171. LOCAL_CFLAGS += -g -O0
  172. else
  173. LOCAL_CFLAGS += -O2
  174. endif
  175. LOCAL_SRC_FILES := $(local_ge_executor_src_files)
  176. LOCAL_C_INCLUDES := $(local_ge_executor_c_include)
  177. LOCAL_STATIC_LIBRARIES := \
  178. libge_common \
  179. libgraph \
  180. libregister \
  181. libascend_protobuf \
  182. LOCAL_SHARED_LIBRARIES := \
  183. libc_sec \
  184. libruntime \
  185. libslog \
  186. libmmpa \
  187. libmsprof \
  188. ifeq ($(device_os),android)
  189. LOCAL_LDFLAGS += -ldl
  190. LOCAL_LDLIBS += -L$(PWD)/prebuilts/clang/linux-x86/aarch64/android-ndk-r21/sysroot/usr/lib/aarch64-linux-android/29 -llog
  191. else
  192. LOCAL_LDFLAGS += $(local_ge_executor_ldflags)
  193. endif
  194. 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