Browse Source

!1234 update ge_0311

From: @shenwei41
Reviewed-by: @xsmq
Signed-off-by:
tags/v1.2.0
mindspore-ci-bot Gitee 4 years ago
parent
commit
8737b1843d
100 changed files with 1725 additions and 1206 deletions
  1. +1
    -11
      CMakeLists.txt
  2. +12
    -11
      build.sh
  3. +19
    -2
      cmake/external_libs/gtest.cmake
  4. +2
    -2
      ge/CMakeLists.txt
  5. +10
    -10
      ge/analyzer/analyzer.cc
  6. +58
    -1
      ge/client/ge_api.cc
  7. +1
    -1
      ge/common/CMakeLists.txt
  8. +2
    -2
      ge/common/cust_aicpu_kernel_store.cc
  9. +31
    -17
      ge/common/dump/dump_manager.cc
  10. +5
    -5
      ge/common/dump/dump_manager.h
  11. +3
    -3
      ge/common/dump/dump_op.cc
  12. +5
    -1
      ge/common/dump/dump_properties.cc
  13. +2
    -2
      ge/common/dump/dump_properties.h
  14. +148
    -0
      ge/common/dump/opdebug_register.cc
  15. +44
    -0
      ge/common/dump/opdebug_register.h
  16. +11
    -11
      ge/common/formats/format_transfers/datatype_transfer.cc
  17. +26
    -24
      ge/common/formats/format_transfers/format_transfer_c1hwncoc0_hwcn.cc
  18. +11
    -11
      ge/common/formats/format_transfers/format_transfer_dhwcn_fracz3D.cc
  19. +11
    -11
      ge/common/formats/format_transfers/format_transfer_dhwnc_fracz3D_transpose.cc
  20. +49
    -35
      ge/common/formats/format_transfers/format_transfer_fractal_nz.cc
  21. +28
    -28
      ge/common/formats/format_transfers/format_transfer_fractal_z.cc
  22. +49
    -35
      ge/common/formats/format_transfers/format_transfer_fractal_zz.cc
  23. +25
    -23
      ge/common/formats/format_transfers/format_transfer_fracz_hwcn.cc
  24. +24
    -22
      ge/common/formats/format_transfers/format_transfer_fracz_nchw.cc
  25. +32
    -29
      ge/common/formats/format_transfers/format_transfer_hwcn_c1hwncoc0.cc
  26. +27
    -24
      ge/common/formats/format_transfers/format_transfer_nc1hwc0_nhwc.cc
  27. +45
    -45
      ge/common/formats/format_transfers/format_transfer_nchw_fz_c04.cc
  28. +28
    -26
      ge/common/formats/format_transfers/format_transfer_nchw_nc1hwc0.cc
  29. +34
    -31
      ge/common/formats/format_transfers/format_transfer_nhwc_nc1hwc0.cc
  30. +11
    -11
      ge/common/formats/format_transfers/format_transfer_transpose.cc
  31. +10
    -10
      ge/common/formats/formats.cc
  32. +1
    -0
      ge/common/ge/plugin_manager.cc
  33. +4
    -11
      ge/common/helper/model_cache_helper.cc
  34. +97
    -9
      ge/common/helper/model_helper.cc
  35. +3
    -2
      ge/common/helper/om_file_helper.cc
  36. +4
    -7
      ge/common/model_parser/model_parser.cc
  37. +0
    -0
      ge/common/model_parser/model_parser.h
  38. +121
    -112
      ge/common/profiling/profiling_manager.cc
  39. +6
    -5
      ge/common/profiling/profiling_manager.h
  40. +0
    -20
      ge/common/properties_manager.cc
  41. +0
    -9
      ge/common/properties_manager.h
  42. +1
    -1
      ge/engine_manager/dnnengine_manager.cc
  43. +2
    -3
      ge/executor/CMakeLists.txt
  44. +15
    -13
      ge/executor/ge_executor.cc
  45. +10
    -2
      ge/ge_runtime/runtime_model.cc
  46. +35
    -21
      ge/generator/ge_generator.cc
  47. +6
    -0
      ge/graph/build/graph_builder.cc
  48. +24
    -13
      ge/graph/build/memory/graph_mem_assigner.cc
  49. +3
    -2
      ge/graph/build/memory/graph_mem_assigner.h
  50. +16
    -5
      ge/graph/build/model_builder.cc
  51. +2
    -2
      ge/graph/build/task_generator.cc
  52. +0
    -4
      ge/graph/execute/graph_execute.cc
  53. +3
    -11
      ge/graph/load/graph_loader.cc
  54. +2
    -2
      ge/graph/load/graph_loader.h
  55. +18
    -35
      ge/graph/load/model_manager/data_dumper.h
  56. +159
    -298
      ge/graph/load/model_manager/davinci_model.cc
  57. +6
    -7
      ge/graph/load/model_manager/davinci_model.h
  58. +15
    -19
      ge/graph/load/model_manager/model_manager.cc
  59. +2
    -1
      ge/graph/load/model_manager/model_manager.h
  60. +1
    -1
      ge/graph/load/model_manager/model_utils.cc
  61. +94
    -11
      ge/graph/manager/graph_caching_allocator.cc
  62. +16
    -6
      ge/graph/manager/graph_caching_allocator.h
  63. +58
    -21
      ge/graph/manager/graph_manager.cc
  64. +3
    -0
      ge/graph/manager/graph_manager.h
  65. +1
    -1
      ge/graph/manager/graph_mem_allocator.h
  66. +1
    -1
      ge/graph/optimize/common/params.h
  67. +2
    -0
      ge/graph/partition/dynamic_shape_partition.cc
  68. +3
    -3
      ge/graph/passes/assign_remove_pass.cc
  69. +4
    -3
      ge/graph/passes/cast_translate_pass.cc
  70. +1
    -1
      ge/graph/passes/cast_translate_pass.h
  71. +4
    -9
      ge/graph/passes/compile_nodes_pass.cc
  72. +1
    -1
      ge/graph/passes/compile_nodes_pass.h
  73. +2
    -1
      ge/graph/passes/cond_remove_pass.cc
  74. +2
    -4
      ge/graph/passes/constant_folding_pass.cc
  75. +2
    -2
      ge/graph/passes/dimension_adjust_pass.cc
  76. +29
    -16
      ge/graph/passes/flow_ctrl_pass.cc
  77. +3
    -0
      ge/graph/passes/flow_ctrl_pass.h
  78. +13
    -9
      ge/graph/passes/hccl_continuous_memcpy_pass.cc
  79. +3
    -3
      ge/graph/passes/inplace_support_check_pass.cc
  80. +1
    -1
      ge/graph/passes/net_output_pass.cc
  81. +33
    -6
      ge/graph/passes/no_use_reshape_remove_pass.cc
  82. +3
    -0
      ge/graph/passes/no_use_reshape_remove_pass.h
  83. +1
    -3
      ge/graph/passes/prune_pass.cc
  84. +1
    -1
      ge/graph/passes/replace_with_empty_const_pass.cc
  85. +1
    -1
      ge/graph/passes/reshape_remove_pass.cc
  86. +5
    -4
      ge/graph/passes/resource_pair_add_control_pass.cc
  87. +5
    -4
      ge/graph/passes/resource_pair_remove_control_pass.cc
  88. +1
    -1
      ge/graph/passes/same_transdata_breadth_fusion_pass.cc
  89. +0
    -8
      ge/graph/passes/subexpression_migration_pass.cc
  90. +1
    -1
      ge/graph/passes/subgraph_const_migration_pass.cc
  91. +7
    -5
      ge/graph/passes/transpose_transdata_pass.cc
  92. +2
    -2
      ge/graph/passes/transpose_transdata_pass.h
  93. +5
    -4
      ge/graph/preprocess/graph_preprocess.cc
  94. +3
    -3
      ge/graph/preprocess/graph_preprocess.h
  95. +1
    -1
      ge/graph/preprocess/multi_batch_copy_graph.cc
  96. +1
    -1
      ge/graph/preprocess/multi_batch_options.h
  97. +3
    -2
      ge/host_kernels/dynamic_stitch_kernel.cc
  98. +37
    -1
      ge/host_kernels/slice_kernel.cc
  99. +2
    -2
      ge/hybrid/executor/hybrid_execution_context.h
  100. +50
    -4
      ge/hybrid/executor/hybrid_model_async_executor.cc

+ 1
- 11
CMakeLists.txt View File

@@ -76,21 +76,17 @@ if (ENABLE_OPEN_SRC)
find_module(runtime libruntime.so ${GE_LIB_PATH}) find_module(runtime libruntime.so ${GE_LIB_PATH})
find_module(runtime_compile libruntime_compile.so ${GE_LIB_PATH}) find_module(runtime_compile libruntime_compile.so ${GE_LIB_PATH})
find_module(resource libresource.so ${GE_LIB_PATH}) find_module(resource libresource.so ${GE_LIB_PATH})
find_module(error_manager liberror_manager.so ${GE_LIB_PATH})
find_module(ascend_hal_stub libascend_hal.so ${GE_LIB_PATH}) find_module(ascend_hal_stub libascend_hal.so ${GE_LIB_PATH})
find_module(error_manager_static liberror_manager.a ${GE_LIB_PATH})
find_module(msprofiler_fwk_ext libmsprofiler_fwk.a ${GE_LIB_PATH}) find_module(msprofiler_fwk_ext libmsprofiler_fwk.a ${GE_LIB_PATH})
#find_module(ascendcl_static libascendcl.a ${GE_LIB_PATH}) #find_module(ascendcl_static libascendcl.a ${GE_LIB_PATH})
elseif(ENABLE_GE_COV OR ENABLE_GE_UT) elseif(ENABLE_GE_COV OR ENABLE_GE_UT)
add_subdirectory(tests) add_subdirectory(tests)
else() else()
find_module(slog libslog.so ${ASCEND_ATC_DIR} ${ASCEND_DRIVER_COMMON_DIR})
find_module(slog libalog.so ${ASCEND_ATC_DIR} ${ASCEND_DRIVER_COMMON_DIR})
find_module(static_mmpa libmmpa.a ${ASCEND_ATC_DIR} ${ASCEND_RUNTIME_DIR}) find_module(static_mmpa libmmpa.a ${ASCEND_ATC_DIR} ${ASCEND_RUNTIME_DIR})
find_module(error_manager liberror_manager.so ${ASCEND_ATC_DIR} ${ASCEND_RUNTIME_DIR})
if(PLATFORM STREQUAL "train") if(PLATFORM STREQUAL "train")
find_module(adump_server libadump_server.a ${ASCEND_RUNTIME_DIR}) find_module(adump_server libadump_server.a ${ASCEND_RUNTIME_DIR})
find_module(runtime libruntime.so ${ASCEND_RUNTIME_DIR}) find_module(runtime libruntime.so ${ASCEND_RUNTIME_DIR})
find_module(error_manager liberror_manager.so ${ASCEND_RUNTIME_DIR})
find_module(msprofiler_fwk_ext libmsprofiler_fwk.a ${ASCEND_RUNTIME_DIR}) find_module(msprofiler_fwk_ext libmsprofiler_fwk.a ${ASCEND_RUNTIME_DIR})
find_module(ascend_hal_stub libascend_hal.so ${ASCEND_DRIVER_DIR}/driver) find_module(ascend_hal_stub libascend_hal.so ${ASCEND_DRIVER_DIR}/driver)
if(PRODUCT STREQUAL "flr3") if(PRODUCT STREQUAL "flr3")
@@ -100,8 +96,6 @@ if (ENABLE_OPEN_SRC)
find_module(adump_server libadump_server.a ${ASCEND_ACL_DIR}) find_module(adump_server libadump_server.a ${ASCEND_ACL_DIR})
find_module(runtime libruntime.so ${ASCEND_ACL_DIR}) find_module(runtime libruntime.so ${ASCEND_ACL_DIR})
find_module(runtime_compile libruntime_compile.so ${ASCEND_ATC_DIR}) find_module(runtime_compile libruntime_compile.so ${ASCEND_ATC_DIR})
find_module(error_manager liberror_manager.so ${ASCEND_ATC_DIR})
find_module(error_manager_static liberror_manager.a ${ASCEND_ACL_DIR})
find_module(msprofiler_ext libmsprofiler.a ${ASCEND_ACL_DIR}) find_module(msprofiler_ext libmsprofiler.a ${ASCEND_ACL_DIR})
if(PRODUCT STREQUAL "flr3") if(PRODUCT STREQUAL "flr3")
elseif(PRODUCT STREQUAL "flr1") elseif(PRODUCT STREQUAL "flr1")
@@ -114,11 +108,9 @@ if (ENABLE_OPEN_SRC)
elseif(PLATFORM STREQUAL "all") elseif(PLATFORM STREQUAL "all")
find_module(adump_server libadump_server.a ${ASCEND_RUNTIME_DIR}) find_module(adump_server libadump_server.a ${ASCEND_RUNTIME_DIR})
find_module(runtime libruntime.so ${ASCEND_RUNTIME_DIR}) find_module(runtime libruntime.so ${ASCEND_RUNTIME_DIR})
find_module(error_manager liberror_manager.so ${ASCEND_RUNTIME_DIR})
find_module(msprofiler_fwk_ext libmsprofiler_fwk.a ${ASCEND_RUNTIME_DIR}) find_module(msprofiler_fwk_ext libmsprofiler_fwk.a ${ASCEND_RUNTIME_DIR})
find_module(ascend_hal_stub libascend_hal.so ${ASCEND_DRIVER_DIR}) find_module(ascend_hal_stub libascend_hal.so ${ASCEND_DRIVER_DIR})
find_module(runtime_compile libruntime_compile.so ${ASCEND_ATC_DIR}) find_module(runtime_compile libruntime_compile.so ${ASCEND_ATC_DIR})
find_module(error_manager_static liberror_manager.a ${ASCEND_ACL_DIR})
find_module(msprofiler_ext libmsprofiler.a ${ASCEND_ACL_DIR}) find_module(msprofiler_ext libmsprofiler.a ${ASCEND_ACL_DIR})
else() else()
message(STATUS "PLATFORM param is invalid, should be train or inference, you choose nothing!") message(STATUS "PLATFORM param is invalid, should be train or inference, you choose nothing!")
@@ -144,7 +136,6 @@ elseif (ENABLE_D OR ENABLE_ACL)


# common libraries # common libraries
find_module(slog libalog.so ${ASCEND_MS_RUNTIME_PATH} ${ATLAS_MS_RUNTIME_PATH}) find_module(slog libalog.so ${ASCEND_MS_RUNTIME_PATH} ${ATLAS_MS_RUNTIME_PATH})
find_module(error_manager liberror_manager.so ${ASCEND_MS_RUNTIME_PATH} ${ATLAS_MS_RUNTIME_PATH})
find_module(static_mmpa libmmpa.a ${ASCEND_MS_RUNTIME_PATH} ${ATLAS_MS_RUNTIME_PATH}) find_module(static_mmpa libmmpa.a ${ASCEND_MS_RUNTIME_PATH} ${ATLAS_MS_RUNTIME_PATH})


if (ENABLE_D) if (ENABLE_D)
@@ -164,7 +155,6 @@ elseif(ENABLE_MS_TESTCASES)


# common libraries # common libraries
find_module(slog libalog.so ${ASCEND_MS_RUNTIME_PATH} ${ATLAS_MS_RUNTIME_PATH}) find_module(slog libalog.so ${ASCEND_MS_RUNTIME_PATH} ${ATLAS_MS_RUNTIME_PATH})
find_module(error_manager liberror_manager.so ${ASCEND_MS_RUNTIME_PATH} ${ATLAS_MS_RUNTIME_PATH})
find_module(static_mmpa libmmpa.a ${ASCEND_MS_RUNTIME_PATH} ${ATLAS_MS_RUNTIME_PATH}) find_module(static_mmpa libmmpa.a ${ASCEND_MS_RUNTIME_PATH} ${ATLAS_MS_RUNTIME_PATH})


set(METADEF_DIR ${CMAKE_CURRENT_LIST_DIR}/metadef) set(METADEF_DIR ${CMAKE_CURRENT_LIST_DIR}/metadef)


+ 12
- 11
build.sh View File

@@ -76,8 +76,8 @@ checkopts()
ENABLE_GE_ST="on" ENABLE_GE_ST="on"
;; ;;
t) t)
ENABLE_GE_UT="on"
;;
ENABLE_GE_UT="on"
;;
c) c)
ENABLE_GE_COV="on" ENABLE_GE_COV="on"
;; ;;
@@ -185,7 +185,7 @@ build_graphengine()
# build all the target # build all the target
TARGET="ge_runner ge_compiler fwk_atc.bin atc_atc.bin opensrc_ascendcl ${TARGET}" TARGET="ge_runner ge_compiler fwk_atc.bin atc_atc.bin opensrc_ascendcl ${TARGET}"
fi fi
make ${VERBOSE} ${TARGET} -j${THREAD_NUM} && make install make ${VERBOSE} ${TARGET} -j${THREAD_NUM} && make install
if [ $? -ne 0 ] if [ $? -ne 0 ]
then then
@@ -214,13 +214,14 @@ if [[ "X$ENABLE_GE_UT" = "Xon" || "X$ENABLE_GE_COV" = "Xon" ]]; then
cp ${BUILD_PATH}/tests/ut/ge/ut_libge_others_utest ${OUTPUT_PATH} cp ${BUILD_PATH}/tests/ut/ge/ut_libge_others_utest ${OUTPUT_PATH}
cp ${BUILD_PATH}/tests/ut/ge/ut_libge_kernel_utest ${OUTPUT_PATH} cp ${BUILD_PATH}/tests/ut/ge/ut_libge_kernel_utest ${OUTPUT_PATH}


${OUTPUT_PATH}/ut_libgraph &&
${OUTPUT_PATH}/ut_libge_multiparts_utest &&
${OUTPUT_PATH}/ut_libge_distinct_load_utest &&
${OUTPUT_PATH}/ut_libge_others_utest &&
${OUTPUT_PATH}/ut_libge_kernel_utest
RUN_TEST_CASE=${OUTPUT_PATH}/ut_libgraph && ${RUN_TEST_CASE} &&
RUN_TEST_CASE=${OUTPUT_PATH}/ut_libge_multiparts_utest && ${RUN_TEST_CASE} &&
RUN_TEST_CASE=${OUTPUT_PATH}/ut_libge_distinct_load_utest && ${RUN_TEST_CASE} &&
RUN_TEST_CASE=${OUTPUT_PATH}/ut_libge_others_utest && ${RUN_TEST_CASE} &&
RUN_TEST_CASE=${OUTPUT_PATH}/ut_libge_kernel_utest && ${RUN_TEST_CASE}
if [[ "$?" -ne 0 ]]; then if [[ "$?" -ne 0 ]]; then
echo "!!! UT FAILED, PLEASE CHECK YOUR CHANGES !!!" echo "!!! UT FAILED, PLEASE CHECK YOUR CHANGES !!!"
echo -e "\033[31m${RUN_TEST_CASE}\033[0m"
exit 1; exit 1;
fi fi
echo "Generating coverage statistics, please wait..." echo "Generating coverage statistics, please wait..."
@@ -249,8 +250,8 @@ generate_package()
NNENGINE_PATH="plugin/nnengine/ge_config" NNENGINE_PATH="plugin/nnengine/ge_config"
OPSKERNEL_PATH="plugin/opskernel" OPSKERNEL_PATH="plugin/opskernel"


ATC_LIB=("libc_sec.so" "libge_common.so" "libge_compiler.so" "libgraph.so" "libregister.so")
FWK_LIB=("libge_common.so" "libge_runner.so" "libgraph.so" "libregister.so")
ATC_LIB=("libc_sec.so" "libge_common.so" "libge_compiler.so" "libgraph.so" "libregister.so" "liberror_manager.so")
FWK_LIB=("libge_common.so" "libge_runner.so" "libgraph.so" "libregister.so" "liberror_manager.so")
PLUGIN_OPSKERNEL=("libge_local_engine.so" "libge_local_opskernel_builder.so" "libhost_cpu_engine.so" "libhost_cpu_opskernel_builder.so" "optimizer_priority.pbtxt") PLUGIN_OPSKERNEL=("libge_local_engine.so" "libge_local_opskernel_builder.so" "libhost_cpu_engine.so" "libhost_cpu_opskernel_builder.so" "optimizer_priority.pbtxt")
PARSER_LIB=("lib_caffe_parser.so" "libfmk_onnx_parser.so" "libfmk_parser.so" "libparser_common.so") PARSER_LIB=("lib_caffe_parser.so" "libfmk_onnx_parser.so" "libfmk_parser.so" "libparser_common.so")


@@ -269,7 +270,7 @@ generate_package()
mk_dir "${OUTPUT_PATH}/${FWK_BIN_PATH}" mk_dir "${OUTPUT_PATH}/${FWK_BIN_PATH}"
mk_dir "${OUTPUT_PATH}/${FWK_INCLUDE_PATH}" mk_dir "${OUTPUT_PATH}/${FWK_INCLUDE_PATH}"
mk_dir "${OUTPUT_PATH}/${ATC_INCLUDE_PATH}" mk_dir "${OUTPUT_PATH}/${ATC_INCLUDE_PATH}"
cd "${OUTPUT_PATH}" cd "${OUTPUT_PATH}"


find ./ -name graphengine_lib.tar -exec rm {} \; find ./ -name graphengine_lib.tar -exec rm {} \;


+ 19
- 2
cmake/external_libs/gtest.cmake View File

@@ -27,7 +27,7 @@ ExternalProject_Add(gtest_build
URL ${REQ_URL} URL ${REQ_URL}
TLS_VERIFY OFF TLS_VERIFY OFF
CONFIGURE_COMMAND ${CMAKE_COMMAND} -DCMAKE_CXX_FLAGS=${gtest_CXXFLAGS} -DCMAKE_INSTALL_PREFIX=${CMAKE_INSTALL_PREFIX}/gtest <SOURCE_DIR> CONFIGURE_COMMAND ${CMAKE_COMMAND} -DCMAKE_CXX_FLAGS=${gtest_CXXFLAGS} -DCMAKE_INSTALL_PREFIX=${CMAKE_INSTALL_PREFIX}/gtest <SOURCE_DIR>
-DBUILD_TESTING=OFF -DCMAKE_POSITION_INDEPENDENT_CODE=ON -DBUILD_SHARED_LIBS=ON -DCMAKE_MACOSX_RPATH=TRUE -Dgtest_disable_pthreads=ON
-DBUILD_TESTING=OFF -DCMAKE_POSITION_INDEPENDENT_CODE=ON -DBUILD_SHARED_LIBS=ON -DCMAKE_MACOSX_RPATH=TRUE
BUILD_COMMAND $(MAKE) BUILD_COMMAND $(MAKE)
INSTALL_COMMAND $(MAKE) install INSTALL_COMMAND $(MAKE) install
EXCLUDE_FROM_ALL TRUE EXCLUDE_FROM_ALL TRUE
@@ -52,10 +52,27 @@ set_target_properties(gtest_main PROPERTIES
target_include_directories(gtest INTERFACE ${GTEST_PKG_DIR}/include) target_include_directories(gtest INTERFACE ${GTEST_PKG_DIR}/include)
target_include_directories(gtest_main INTERFACE ${GTEST_PKG_DIR}/include) target_include_directories(gtest_main INTERFACE ${GTEST_PKG_DIR}/include)



add_library(gmock SHARED IMPORTED)

set_target_properties(gmock PROPERTIES
IMPORTED_LOCATION ${GTEST_PKG_DIR}/lib/libgmock.so
)

add_library(gmock_main SHARED IMPORTED)

set_target_properties(gmock_main PROPERTIES
IMPORTED_LOCATION ${GTEST_PKG_DIR}/lib/libgmock_main.so
)

target_include_directories(gmock INTERFACE ${GTEST_PKG_DIR}/include)
target_include_directories(gmock_main INTERFACE ${GTEST_PKG_DIR}/include)


set(INSTALL_BASE_DIR "") set(INSTALL_BASE_DIR "")
set(INSTALL_LIBRARY_DIR lib) set(INSTALL_LIBRARY_DIR lib)


install(FILES ${GTEST_PKG_DIR}/lib/libgtest.so ${GTEST_PKG_DIR}/lib/libgtest_main.so OPTIONAL
install(FILES ${GTEST_PKG_DIR}/lib/libgtest.so ${GTEST_PKG_DIR}/lib/libgtest_main.so ${GTEST_PKG_DIR}/lib/libgmock.so ${GTEST_PKG_DIR}/lib/libgmock_main.so OPTIONAL
DESTINATION ${INSTALL_LIBRARY_DIR}) DESTINATION ${INSTALL_LIBRARY_DIR})


add_dependencies(gtest gtest_build) add_dependencies(gtest gtest_build)


+ 2
- 2
ge/CMakeLists.txt View File

@@ -103,6 +103,7 @@ set(TRAIN_SRC_LIST
"common/profiling/profiling_manager.cc" "common/profiling/profiling_manager.cc"
"common/dump/dump_manager.cc" "common/dump/dump_manager.cc"
"common/dump/dump_properties.cc" "common/dump/dump_properties.cc"
"common/dump/opdebug_register.cc"
"common/dump/dump_op.cc" "common/dump/dump_op.cc"
"common/profiling/ge_profiling.cc" "common/profiling/ge_profiling.cc"
"common/profiling/ge_runner_profiling.cc" "common/profiling/ge_runner_profiling.cc"
@@ -133,7 +134,6 @@ set(TRAIN_SRC_LIST
"graph/load/model_manager/data_dumper.cc" "graph/load/model_manager/data_dumper.cc"
"graph/load/model_manager/data_inputer.cc" "graph/load/model_manager/data_inputer.cc"
"graph/load/model_manager/davinci_model.cc" "graph/load/model_manager/davinci_model.cc"
"graph/load/model_manager/davinci_model_parser.cc"
"graph/load/model_manager/model_manager.cc" "graph/load/model_manager/model_manager.cc"
"graph/load/model_manager/model_utils.cc" "graph/load/model_manager/model_utils.cc"
"graph/load/model_manager/aipp_utils.cc" "graph/load/model_manager/aipp_utils.cc"
@@ -428,6 +428,7 @@ set(INFER_SRC_LIST
"common/dump/dump_properties.cc" "common/dump/dump_properties.cc"
"common/dump/dump_manager.cc" "common/dump/dump_manager.cc"
"common/dump/dump_op.cc" "common/dump/dump_op.cc"
"common/dump/opdebug_register.cc"
"common/dump/dump_server.cc" "common/dump/dump_server.cc"
"common/helper/model_cache_helper.cc" "common/helper/model_cache_helper.cc"
"ge_local_engine/engine/host_cpu_engine.cc" "ge_local_engine/engine/host_cpu_engine.cc"
@@ -613,7 +614,6 @@ set(INFER_SRC_LIST
"graph/load/model_manager/model_manager.cc" "graph/load/model_manager/model_manager.cc"
"graph/load/model_manager/data_inputer.cc" "graph/load/model_manager/data_inputer.cc"
"graph/load/model_manager/davinci_model.cc" "graph/load/model_manager/davinci_model.cc"
"graph/load/model_manager/davinci_model_parser.cc"
"graph/load/model_manager/model_utils.cc" "graph/load/model_manager/model_utils.cc"
"graph/load/model_manager/aipp_utils.cc" "graph/load/model_manager/aipp_utils.cc"
"graph/load/model_manager/tbe_handle_store.cc" "graph/load/model_manager/tbe_handle_store.cc"


+ 10
- 10
ge/analyzer/analyzer.cc View File

@@ -103,7 +103,7 @@ ge::Status Analyzer::Initialize() {
// Initialize file // Initialize file
string real_path = RealPath(kFilePath.c_str()); string real_path = RealPath(kFilePath.c_str());
if (real_path.empty()) { if (real_path.empty()) {
GELOGE(FAILED, "File path is invalid.");
GELOGE(FAILED, "[Check][AnalyzeFilePath]File path is empty, Path invalid.");
return FAILED; return FAILED;
} }
json_file_name_ = real_path + "/" + kAnalyzeFile; json_file_name_ = real_path + "/" + kAnalyzeFile;
@@ -155,12 +155,12 @@ std::shared_ptr<GraphInfo> Analyzer::GetJsonObject(uint64_t session_id, uint64_t
std::lock_guard<std::recursive_mutex> lg(mutex_); std::lock_guard<std::recursive_mutex> lg(mutex_);
auto iter = graph_infos_.find(session_id); auto iter = graph_infos_.find(session_id);
if (iter == graph_infos_.end()) { if (iter == graph_infos_.end()) {
GELOGE(PARAM_INVALID, "session_id:%lu does not exist!", session_id);
GELOGE(PARAM_INVALID, "[Check][Session_id]session_id:%lu does not exist! graph_id:%lu.", session_id, graph_id);
return nullptr; return nullptr;
} else { } else {
auto iter1 = (iter->second).find(graph_id); auto iter1 = (iter->second).find(graph_id);
if (iter1 == (iter->second).end()) { if (iter1 == (iter->second).end()) {
GELOGE(PARAM_INVALID, "graph_id:%lu does not exist!", graph_id);
GELOGE(PARAM_INVALID, "[Check][Graph_id]graph_id:%lu does not exist! session_id:%lu.", graph_id, session_id);
return nullptr; return nullptr;
} }
GELOGI("GetJsonObject Success!session_id:%lu graph_id:%lu", session_id, graph_id); GELOGI("GetJsonObject Success!session_id:%lu graph_id:%lu", session_id, graph_id);
@@ -186,11 +186,11 @@ ge::Status Analyzer::CreateAnalyzerFile() {
std::lock_guard<std::mutex> lg(file_mutex_); std::lock_guard<std::mutex> lg(file_mutex_);
int fd = open(json_file_name_.c_str(), O_WRONLY | O_CREAT | O_TRUNC, kFileAuthority); int fd = open(json_file_name_.c_str(), O_WRONLY | O_CREAT | O_TRUNC, kFileAuthority);
if (fd < 0) { if (fd < 0) {
GELOGE(INTERNAL_ERROR, "Fail to open the file: %s.", json_file_name_.c_str());
GELOGE(INTERNAL_ERROR, "[FileOpen][AnalyzeFile]Fail to open the analyze file: %s.", json_file_name_.c_str());
return INTERNAL_ERROR; return INTERNAL_ERROR;
} }
if (close(fd) != 0) { if (close(fd) != 0) {
GELOGE(INTERNAL_ERROR, "Fail to close the file: %s.", json_file_name_.c_str());
GELOGE(INTERNAL_ERROR, "[FileClose][AnalyzeFile]Fail to close the analyze file: %s.", json_file_name_.c_str());
return INTERNAL_ERROR; return INTERNAL_ERROR;
} }
is_json_file_create_ = true; is_json_file_create_ = true;
@@ -200,7 +200,7 @@ ge::Status Analyzer::CreateAnalyzerFile() {
} }


ge::Status Analyzer::SaveAnalyzerDataToFile(uint64_t session_id, uint64_t graph_id) { ge::Status Analyzer::SaveAnalyzerDataToFile(uint64_t session_id, uint64_t graph_id) {
GELOGD("start to save analyze file!");
GELOGD("start to save analyze file.");


auto graph_info = GetJsonObject(session_id, graph_id); auto graph_info = GetJsonObject(session_id, graph_id);
GE_CHECK_NOTNULL(graph_info); GE_CHECK_NOTNULL(graph_info);
@@ -211,7 +211,7 @@ ge::Status Analyzer::SaveAnalyzerDataToFile(uint64_t session_id, uint64_t graph_
std::lock_guard<std::mutex> lg(file_mutex_); std::lock_guard<std::mutex> lg(file_mutex_);
json_file_.open(json_file_name_, std::ios::app); json_file_.open(json_file_name_, std::ios::app);
if (!json_file_.is_open()) { if (!json_file_.is_open()) {
GELOGE(FAILED, "analyzer file does not exist[%s]", json_file_name_.c_str());
GELOGE(FAILED, "[Check][AnalyzeFile]analyze file does not exist[%s]", json_file_name_.c_str());
return PARAM_INVALID; return PARAM_INVALID;
} }


@@ -221,7 +221,7 @@ ge::Status Analyzer::SaveAnalyzerDataToFile(uint64_t session_id, uint64_t graph_
try { try {
json_file_ << jsn.dump(kJsonDumpLevel) << std::endl; json_file_ << jsn.dump(kJsonDumpLevel) << std::endl;
} catch (nlohmann::detail::type_error &e) { } catch (nlohmann::detail::type_error &e) {
GELOGE(FAILED, "analyzer file [%s] failed because [%s]", json_file_name_.c_str(), e.what());
GELOGE(FAILED, "[Json.dump][GraphInfo]json.dump to analyze file [%s] failed because [%s], session_id:%lu, graph_id:%lu", json_file_name_.c_str(), e.what(), session_id, graph_id);
ret_failed = true; ret_failed = true;
} }
json_file_.close(); json_file_.close();
@@ -229,7 +229,7 @@ ge::Status Analyzer::SaveAnalyzerDataToFile(uint64_t session_id, uint64_t graph_
} }


ge::Status Analyzer::DoAnalyze(DataInfo &data_info) { ge::Status Analyzer::DoAnalyze(DataInfo &data_info) {
GELOGD("start to do analyzer!");
GELOGD("start to do analyzer process!");


auto pnode = data_info.node_ptr; auto pnode = data_info.node_ptr;
GE_CHECK_NOTNULL(pnode); GE_CHECK_NOTNULL(pnode);
@@ -241,7 +241,7 @@ ge::Status Analyzer::DoAnalyze(DataInfo &data_info) {
GE_CHECK_NOTNULL(graph_info); GE_CHECK_NOTNULL(graph_info);
auto status = SaveOpInfo(desc, data_info, graph_info); auto status = SaveOpInfo(desc, data_info, graph_info);
if (status != SUCCESS) { if (status != SUCCESS) {
GELOGE(status, "save op info failed!");
GELOGE(status, "[Check][SaveOpInfo]save op info: desc_name [%s] desc_type [%s] failed!", desc->GetName().c_str(), desc->GetType().c_str());
return FAILED; return FAILED;
} }
// create json file // create json file


+ 58
- 1
ge/client/ge_api.cc View File

@@ -32,6 +32,7 @@
#include "graph/common/ge_call_wrapper.h" #include "graph/common/ge_call_wrapper.h"
#include "register/op_registry.h" #include "register/op_registry.h"
#include "common/ge/tbe_plugin_manager.h" #include "common/ge/tbe_plugin_manager.h"
#include "common/util/error_manager/error_manager.h"
#include "toolchain/plog.h" #include "toolchain/plog.h"


using domi::OpRegistry; using domi::OpRegistry;
@@ -78,12 +79,21 @@ Status CheckOptionsValid(const std::map<string, string> &options) {


// Initialize GE, prepare for execution, call GELib::Initialize // Initialize GE, prepare for execution, call GELib::Initialize
Status GEInitializeImpl(const std::map<string, string> &options) { Status GEInitializeImpl(const std::map<string, string> &options) {
ErrorManager::GetInstance().GenWorkStreamIdDefault();
GELOGT(TRACE_INIT, "GEInitialize start"); GELOGT(TRACE_INIT, "GEInitialize start");
std::string path_base = ge::GELib::GetPath();
auto ret = ErrorManager::GetInstance().Init(path_base);
if (ret != SUCCESS) {
GELOGE(GE_CLI_INIT_FAILED, "ErrorManager init fail");
return ret;
}

// 0.check init status // 0.check init status
if (g_ge_initialized) { if (g_ge_initialized) {
GELOGW("GEInitialize is called more than once"); GELOGW("GEInitialize is called more than once");
return SUCCESS; return SUCCESS;
} }
ErrorManager::GetInstance().SetStage(ErrorMessage::kInitialize, ErrorMessage::kOpsProtoInit);
// Load OpsProto lib plugin // Load OpsProto lib plugin
std::string opsproto_path; std::string opsproto_path;
GetOpsProtoPath(opsproto_path); GetOpsProtoPath(opsproto_path);
@@ -98,6 +108,7 @@ Status GEInitializeImpl(const std::map<string, string> &options) {
return FAILED; return FAILED;
} }


ErrorManager::GetInstance().SetStage(ErrorMessage::kInitialize, ErrorMessage::kOther);
// check options is valid // check options is valid
GE_TIMESTAMP_START(CheckOptionsValid); GE_TIMESTAMP_START(CheckOptionsValid);
if (CheckOptionsValid(options) != SUCCESS) { if (CheckOptionsValid(options) != SUCCESS) {
@@ -105,13 +116,15 @@ Status GEInitializeImpl(const std::map<string, string> &options) {
} }
GE_TIMESTAMP_END(CheckOptionsValid, "GEInitialize::CheckOptionsValid"); GE_TIMESTAMP_END(CheckOptionsValid, "GEInitialize::CheckOptionsValid");


ErrorManager::GetInstance().SetStage(ErrorMessage::kInitialize, ErrorMessage::kOpsProtoInit);
GE_TIMESTAMP_START(InitPreparation); GE_TIMESTAMP_START(InitPreparation);
TBEPluginManager::Instance().InitPreparation(options); TBEPluginManager::Instance().InitPreparation(options);
GE_TIMESTAMP_END(InitPreparation, "GEInitialize::InitPreparation"); GE_TIMESTAMP_END(InitPreparation, "GEInitialize::InitPreparation");
// call Initialize // call Initialize
GELOGT(TRACE_RUNNING, "Initializing environment"); GELOGT(TRACE_RUNNING, "Initializing environment");
ErrorManager::GetInstance().SetStage(ErrorMessage::kInitialize, ErrorMessage::kOther);
GE_TIMESTAMP_START(GELibInitialize); GE_TIMESTAMP_START(GELibInitialize);
Status ret = ge::GELib::Initialize(options);
ret = ge::GELib::Initialize(options);
GE_TIMESTAMP_END(GELibInitialize, "GEInitialize::GELibInitialize"); GE_TIMESTAMP_END(GELibInitialize, "GEInitialize::GELibInitialize");
if (ret != SUCCESS) { if (ret != SUCCESS) {
GELOGE(GE_CLI_INIT_FAILED, "geInitialize failed, error code = %u", ret); GELOGE(GE_CLI_INIT_FAILED, "geInitialize failed, error code = %u", ret);
@@ -130,6 +143,7 @@ Status GEInitializeImpl(const std::map<string, string> &options) {


// Initialize GE, prepare for execution, call GELib::Initialize // Initialize GE, prepare for execution, call GELib::Initialize
Status GEInitialize(const std::map<string, string> &options) { Status GEInitialize(const std::map<string, string> &options) {
ErrorManager::GetInstance().SetStage(ErrorMessage::kInitialize, ErrorMessage::kOther);
if (DlogReportInitialize() != SUCCESS) { if (DlogReportInitialize() != SUCCESS) {
GELOGW("Dlog report device log initialize failed."); GELOGW("Dlog report device log initialize failed.");
} }
@@ -137,6 +151,7 @@ Status GEInitialize(const std::map<string, string> &options) {
} }


Status GEInitialize(const std::map<AscendString, AscendString> &options) { Status GEInitialize(const std::map<AscendString, AscendString> &options) {
ErrorManager::GetInstance().SetStage(ErrorMessage::kInitialize, ErrorMessage::kOther);
std::map<std::string, std::string> str_options; std::map<std::string, std::string> str_options;
for (auto &option : options) { for (auto &option : options) {
if (option.first.GetString() == nullptr || option.second.GetString() == nullptr) { if (option.first.GetString() == nullptr || option.second.GetString() == nullptr) {
@@ -156,7 +171,10 @@ Status GEInitialize(const std::map<AscendString, AscendString> &options) {


// GE finalize, releasing all resources // GE finalize, releasing all resources
Status GEFinalize() { Status GEFinalize() {
ErrorManager::GetInstance().SetStage(ErrorMessage::kFinalize, ErrorMessage::kFinalize);
GELOGT(TRACE_INIT, "GEFinalize start"); GELOGT(TRACE_INIT, "GEFinalize start");

ErrorManager::GetInstance().GenWorkStreamIdDefault();
// check init status // check init status
if (!g_ge_initialized) { if (!g_ge_initialized) {
GELOGW("GEFinalize is called before GEInitialize"); GELOGW("GEFinalize is called before GEInitialize");
@@ -202,9 +220,20 @@ Status GEFinalize() {
return ret; return ret;
} }


std::string GEGetErrorMsg() {
return ErrorManager::GetInstance().GetErrorMessage();
}

std::string GEGetWarningMsg() {
return ErrorManager::GetInstance().GetWarningMessage();
}

// Initialize session,which calls innerSession // Initialize session,which calls innerSession
Session::Session(const std::map<string, string> &options) { Session::Session(const std::map<string, string> &options) {
ErrorManager::GetInstance().SetStage(ErrorMessage::kInitialize, ErrorMessage::kOther);
GELOGT(TRACE_INIT, "Session Constructor start"); GELOGT(TRACE_INIT, "Session Constructor start");

ErrorManager::GetInstance().GenWorkStreamIdDefault();
// check init status // check init status
sessionId_ = 0; sessionId_ = 0;
if (!g_ge_initialized) { if (!g_ge_initialized) {
@@ -234,7 +263,10 @@ Session::Session(const std::map<string, string> &options) {
} }


Session::Session(const std::map<AscendString, AscendString> &options) { Session::Session(const std::map<AscendString, AscendString> &options) {
ErrorManager::GetInstance().SetStage(ErrorMessage::kInitialize, ErrorMessage::kOther);
GELOGT(TRACE_INIT, "Session Constructor start"); GELOGT(TRACE_INIT, "Session Constructor start");

ErrorManager::GetInstance().GenWorkStreamIdDefault();
// check init status // check init status
sessionId_ = 0; sessionId_ = 0;
if (!g_ge_initialized) { if (!g_ge_initialized) {
@@ -275,6 +307,7 @@ Session::Session(const std::map<AscendString, AscendString> &options) {


// session destructor // session destructor
Session::~Session() { Session::~Session() {
ErrorManager::GetInstance().SetStage(ErrorMessage::kFinalize, ErrorMessage::kFinalize);
GELOGT(TRACE_INIT, "Session Destructor start"); GELOGT(TRACE_INIT, "Session Destructor start");
// 0.check init status // 0.check init status
if (!g_ge_initialized) { if (!g_ge_initialized) {
@@ -310,12 +343,16 @@ Session::~Session() {
} }


Status Session::AddGraph(uint32_t graph_id, const Graph &graph) { Status Session::AddGraph(uint32_t graph_id, const Graph &graph) {
ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kOther);
std::map<std::string, std::string> options; std::map<std::string, std::string> options;
ErrorManager::GetInstance().GenWorkStreamIdBySessionGraph(sessionId_, graph_id);
return AddGraph(graph_id, graph, options); return AddGraph(graph_id, graph, options);
} }


Status Session::AddGraph(uint32_t graph_id, const Graph &graph, const std::map<std::string, std::string> &options) { Status Session::AddGraph(uint32_t graph_id, const Graph &graph, const std::map<std::string, std::string> &options) {
ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kOther);
GELOGT(TRACE_INIT, "Start to add graph in Session. graph_id: %u, session_id: %lu.", graph_id, sessionId_); GELOGT(TRACE_INIT, "Start to add graph in Session. graph_id: %u, session_id: %lu.", graph_id, sessionId_);
ErrorManager::GetInstance().GenWorkStreamIdBySessionGraph(sessionId_, graph_id);
std::shared_ptr<GELib> instance_ptr = ge::GELib::GetInstance(); std::shared_ptr<GELib> instance_ptr = ge::GELib::GetInstance();
if (instance_ptr == nullptr || !instance_ptr->InitFlag()) { if (instance_ptr == nullptr || !instance_ptr->InitFlag()) {
GELOGE(GE_CLI_GE_NOT_INITIALIZED, "AddGraph failed in Session."); GELOGE(GE_CLI_GE_NOT_INITIALIZED, "AddGraph failed in Session.");
@@ -333,7 +370,9 @@ Status Session::AddGraph(uint32_t graph_id, const Graph &graph, const std::map<s


Status Session::AddGraph(uint32_t graph_id, const Graph &graph, Status Session::AddGraph(uint32_t graph_id, const Graph &graph,
const std::map<AscendString, AscendString> &options) { const std::map<AscendString, AscendString> &options) {
ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kOther);
GELOGT(TRACE_INIT, "Start to add graph in Session. graph_id: %u, session_id: %lu.", graph_id, sessionId_); GELOGT(TRACE_INIT, "Start to add graph in Session. graph_id: %u, session_id: %lu.", graph_id, sessionId_);
ErrorManager::GetInstance().GenWorkStreamIdBySessionGraph(sessionId_, graph_id);
std::shared_ptr<GELib> instance_ptr = ge::GELib::GetInstance(); std::shared_ptr<GELib> instance_ptr = ge::GELib::GetInstance();
if (instance_ptr == nullptr || !instance_ptr->InitFlag()) { if (instance_ptr == nullptr || !instance_ptr->InitFlag()) {
GELOGE(GE_CLI_GE_NOT_INITIALIZED, "AddGraph failed in Session."); GELOGE(GE_CLI_GE_NOT_INITIALIZED, "AddGraph failed in Session.");
@@ -360,13 +399,17 @@ Status Session::AddGraph(uint32_t graph_id, const Graph &graph,
} }


Status Session::AddGraphWithCopy(uint32_t graph_id, const Graph &graph) { Status Session::AddGraphWithCopy(uint32_t graph_id, const Graph &graph) {
ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kOther);
ErrorManager::GetInstance().GenWorkStreamIdBySessionGraph(sessionId_, graph_id);
std::map<AscendString, AscendString> options; std::map<AscendString, AscendString> options;
return AddGraphWithCopy(graph_id, graph, options); return AddGraphWithCopy(graph_id, graph, options);
} }


Status Session::AddGraphWithCopy(uint32_t graph_id, const Graph &graph, Status Session::AddGraphWithCopy(uint32_t graph_id, const Graph &graph,
const std::map<AscendString, AscendString> &options) { const std::map<AscendString, AscendString> &options) {
ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kOther);
GELOGT(TRACE_INIT, "Start to add graph in Session. graph_id: %u, session_id: %lu.", graph_id, sessionId_); GELOGT(TRACE_INIT, "Start to add graph in Session. graph_id: %u, session_id: %lu.", graph_id, sessionId_);
ErrorManager::GetInstance().GenWorkStreamIdBySessionGraph(sessionId_, graph_id);
std::shared_ptr<GELib> instance_ptr = ge::GELib::GetInstance(); std::shared_ptr<GELib> instance_ptr = ge::GELib::GetInstance();
if (instance_ptr == nullptr || !instance_ptr->InitFlag()) { if (instance_ptr == nullptr || !instance_ptr->InitFlag()) {
GELOGE(GE_CLI_GE_NOT_INITIALIZED, "AddGraph failed in Session."); GELOGE(GE_CLI_GE_NOT_INITIALIZED, "AddGraph failed in Session.");
@@ -387,8 +430,10 @@ Status Session::AddGraphWithCopy(uint32_t graph_id, const Graph &graph,
} }


Status Session::RemoveGraph(uint32_t graph_id) { Status Session::RemoveGraph(uint32_t graph_id) {
ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kOther);
GELOGT(TRACE_INIT, "Session RemoveGraph start"); GELOGT(TRACE_INIT, "Session RemoveGraph start");


ErrorManager::GetInstance().GenWorkStreamIdBySessionGraph(sessionId_, graph_id);
// call RemoveGraph // call RemoveGraph
std::shared_ptr<GELib> instance_ptr = ge::GELib::GetInstance(); std::shared_ptr<GELib> instance_ptr = ge::GELib::GetInstance();
if (!instance_ptr || !instance_ptr->InitFlag()) { if (!instance_ptr || !instance_ptr->InitFlag()) {
@@ -455,8 +500,10 @@ void PrintOutputResult(std::vector<Tensor> &outputs) {
} }


Status Session::RunGraph(uint32_t graph_id, const std::vector<Tensor> &inputs, std::vector<Tensor> &outputs) { Status Session::RunGraph(uint32_t graph_id, const std::vector<Tensor> &inputs, std::vector<Tensor> &outputs) {
ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kOther);
GELOGT(TRACE_INIT, "Session RunGraph start"); GELOGT(TRACE_INIT, "Session RunGraph start");


ErrorManager::GetInstance().GenWorkStreamIdBySessionGraph(sessionId_, graph_id);
std::vector<Tensor> graph_inputs = inputs; std::vector<Tensor> graph_inputs = inputs;
// call RunGraph // call RunGraph
std::shared_ptr<GELib> instance_ptr = ge::GELib::GetInstance(); std::shared_ptr<GELib> instance_ptr = ge::GELib::GetInstance();
@@ -483,10 +530,12 @@ Status Session::RunGraph(uint32_t graph_id, const std::vector<Tensor> &inputs, s
} }


Status Session::RegisterCallBackFunc(const std::string &key, const pCallBackFunc &callback) { Status Session::RegisterCallBackFunc(const std::string &key, const pCallBackFunc &callback) {
ErrorManager::GetInstance().GenWorkStreamIdDefault();
return ge::GELib::GetInstance()->SessionManagerObj().RegisterCallBackFunc(sessionId_, key, callback); return ge::GELib::GetInstance()->SessionManagerObj().RegisterCallBackFunc(sessionId_, key, callback);
} }


Status Session::RegisterCallBackFunc(const char *key, const session::pCallBackFunc &callback) { Status Session::RegisterCallBackFunc(const char *key, const session::pCallBackFunc &callback) {
ErrorManager::GetInstance().GenWorkStreamIdDefault();
std::string str_key; std::string str_key;
if (key != nullptr) { if (key != nullptr) {
str_key = key; str_key = key;
@@ -495,6 +544,8 @@ Status Session::RegisterCallBackFunc(const char *key, const session::pCallBackFu
} }


Status Session::BuildGraph(uint32_t graph_id, const std::vector<InputTensorInfo> &inputs) { Status Session::BuildGraph(uint32_t graph_id, const std::vector<InputTensorInfo> &inputs) {
ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kOther);
ErrorManager::GetInstance().GenWorkStreamIdBySessionGraph(sessionId_, graph_id);
std::shared_ptr<GELib> instance_ptr = ge::GELib::GetInstance(); std::shared_ptr<GELib> instance_ptr = ge::GELib::GetInstance();
if (instance_ptr == nullptr || !instance_ptr->InitFlag()) { if (instance_ptr == nullptr || !instance_ptr->InitFlag()) {
GELOGE(GE_CLI_GE_NOT_INITIALIZED, "SessionConstructor failed"); GELOGE(GE_CLI_GE_NOT_INITIALIZED, "SessionConstructor failed");
@@ -511,6 +562,8 @@ Status Session::BuildGraph(uint32_t graph_id, const std::vector<InputTensorInfo>


Status Session::RunGraphAsync(uint32_t graph_id, const std::vector<InputTensorInfo> &inputs, Status Session::RunGraphAsync(uint32_t graph_id, const std::vector<InputTensorInfo> &inputs,
RunAsyncCallback callback) { RunAsyncCallback callback) {
ErrorManager::GetInstance().SetStage(ErrorMessage::kModelExecute, ErrorMessage::kModelExecute);
ErrorManager::GetInstance().GenWorkStreamIdBySessionGraph(sessionId_, graph_id);
std::shared_ptr<GELib> instance_ptr = ge::GELib::GetInstance(); std::shared_ptr<GELib> instance_ptr = ge::GELib::GetInstance();
if (instance_ptr == nullptr || !instance_ptr->InitFlag()) { if (instance_ptr == nullptr || !instance_ptr->InitFlag()) {
GELOGE(GE_CLI_GE_NOT_INITIALIZED, "SessionConstructor failed"); GELOGE(GE_CLI_GE_NOT_INITIALIZED, "SessionConstructor failed");
@@ -529,6 +582,8 @@ Status Session::RunGraphAsync(uint32_t graph_id, const std::vector<InputTensorIn
} }


Status Session::GetVariables(const std::vector<std::string> &var_names, std::vector<Tensor> &var_values) { Status Session::GetVariables(const std::vector<std::string> &var_names, std::vector<Tensor> &var_values) {
ErrorManager::GetInstance().SetStage(ErrorMessage::kModelExecute, ErrorMessage::kModelExecute);
ErrorManager::GetInstance().GenWorkStreamIdDefault();
auto instance_ptr = ge::GELib::GetInstance(); auto instance_ptr = ge::GELib::GetInstance();
if (instance_ptr == nullptr || !instance_ptr->InitFlag()) { if (instance_ptr == nullptr || !instance_ptr->InitFlag()) {
GELOGE(GE_CLI_GE_NOT_INITIALIZED, "SessionConstructor failed"); GELOGE(GE_CLI_GE_NOT_INITIALIZED, "SessionConstructor failed");
@@ -544,6 +599,8 @@ Status Session::GetVariables(const std::vector<std::string> &var_names, std::vec
} }


Status Session::GetVariables(const std::vector<AscendString> &var_names, std::vector<Tensor> &var_values) { Status Session::GetVariables(const std::vector<AscendString> &var_names, std::vector<Tensor> &var_values) {
ErrorManager::GetInstance().SetStage(ErrorMessage::kModelExecute, ErrorMessage::kModelExecute);
ErrorManager::GetInstance().GenWorkStreamIdDefault();
auto instance_ptr = ge::GELib::GetInstance(); auto instance_ptr = ge::GELib::GetInstance();
if (instance_ptr == nullptr || !instance_ptr->InitFlag()) { if (instance_ptr == nullptr || !instance_ptr->InitFlag()) {
GELOGE(GE_CLI_GE_NOT_INITIALIZED, "SessionConstructor failed"); GELOGE(GE_CLI_GE_NOT_INITIALIZED, "SessionConstructor failed");


+ 1
- 1
ge/common/CMakeLists.txt View File

@@ -54,7 +54,7 @@ set(SRC_LIST
"util.cc" "util.cc"
"properties_manager.cc" "properties_manager.cc"
"types.cc" "types.cc"
"model_parser/base.cc"
"model_parser/model_parser.cc"
"kernel_store.cc" "kernel_store.cc"
"tbe_kernel_store.cc" "tbe_kernel_store.cc"
"cust_aicpu_kernel_store.cc" "cust_aicpu_kernel_store.cc"


+ 2
- 2
ge/common/cust_aicpu_kernel_store.cc View File

@@ -25,7 +25,7 @@ void CustAICPUKernelStore::AddCustAICPUKernel(const CustAICPUKernelPtr &kernel)
} }


void CustAICPUKernelStore::LoadCustAICPUKernelBinToOpDesc(const std::shared_ptr<ge::OpDesc> &op_desc) const { void CustAICPUKernelStore::LoadCustAICPUKernelBinToOpDesc(const std::shared_ptr<ge::OpDesc> &op_desc) const {
GELOGD("LoadCustAICPUKernelBinToOpDesc in");
GELOGD("LoadCustAICPUKernelBinToOpDesc in.");
if (op_desc != nullptr) { if (op_desc != nullptr) {
auto kernel_bin = FindKernel(op_desc->GetName()); auto kernel_bin = FindKernel(op_desc->GetName());
if (kernel_bin != nullptr) { if (kernel_bin != nullptr) {
@@ -34,6 +34,6 @@ void CustAICPUKernelStore::LoadCustAICPUKernelBinToOpDesc(const std::shared_ptr<
GELOGI("Load cust aicpu kernel:%s, %zu", kernel_bin->GetName().c_str(), kernel_bin->GetBinDataSize()); GELOGI("Load cust aicpu kernel:%s, %zu", kernel_bin->GetName().c_str(), kernel_bin->GetBinDataSize());
} }
} }
GELOGD("LoadCustAICPUKernelBinToOpDesc success");
GELOGD("LoadCustAICPUKernelBinToOpDesc success.");
} }
} // namespace ge } // namespace ge

+ 31
- 17
ge/common/dump/dump_manager.cc View File

@@ -22,6 +22,7 @@ namespace {
const char *const kDumpOFF = "OFF"; const char *const kDumpOFF = "OFF";
const char *const kDumpoff = "off"; const char *const kDumpoff = "off";
const char *const kDumpOn = "on"; const char *const kDumpOn = "on";
const uint64_t kInferSessionId = 0;
} // namespace } // namespace
namespace ge { namespace ge {
FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY DumpManager &DumpManager::GetInstance() { FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY DumpManager &DumpManager::GetInstance() {
@@ -30,15 +31,14 @@ FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY DumpManager &DumpManager::GetIn
} }


FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY Status DumpManager::SetDumpConf(const DumpConfig &dump_config) { FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY Status DumpManager::SetDumpConf(const DumpConfig &dump_config) {
std::lock_guard<std::mutex> lock(mutex_);
dump_properties_.ClearDumpPropertyValue();
dump_properties_.ClearDumpInfo();
DumpProperties dump_properties;
std::string dump_status; std::string dump_status;
std::string dump_path; std::string dump_path;
std::string dump_mode; std::string dump_mode;
std::string dump_op_switch; std::string dump_op_switch;


if (dump_config.dump_status.empty()) { if (dump_config.dump_status.empty()) {
dump_properties_map_.emplace(kInferSessionId, dump_properties);
GELOGI("Dump does not open"); GELOGI("Dump does not open");
return SUCCESS; return SUCCESS;
} }
@@ -46,14 +46,16 @@ FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY Status DumpManager::SetDumpConf
dump_status = dump_config.dump_status; dump_status = dump_config.dump_status;
GELOGI("Dump status is %s", dump_status.c_str()); GELOGI("Dump status is %s", dump_status.c_str());
if (dump_config.dump_status == kDumpoff || dump_config.dump_status == kDumpOFF) { if (dump_config.dump_status == kDumpoff || dump_config.dump_status == kDumpOFF) {
dump_properties_.ClearDumpPropertyValue();
dump_properties.ClearDumpPropertyValue();
dump_properties_map_.emplace(kInferSessionId, dump_properties);
return SUCCESS; return SUCCESS;
} }
dump_properties_.SetDumpStatus(dump_status);
dump_properties.SetDumpStatus(dump_status);


dump_op_switch = dump_config.dump_op_switch; dump_op_switch = dump_config.dump_op_switch;
dump_properties_.SetDumpOpSwitch(dump_op_switch);
dump_properties.SetDumpOpSwitch(dump_op_switch);
if (dump_op_switch == kDumpoff && dump_config.dump_list.empty()) { if (dump_op_switch == kDumpoff && dump_config.dump_list.empty()) {
dump_properties_map_.emplace(kInferSessionId, dump_properties);
GELOGE(PARAM_INVALID, "Dump list is invalid,dump_op_switch is %s", dump_op_switch.c_str()); GELOGE(PARAM_INVALID, "Dump list is invalid,dump_op_switch is %s", dump_op_switch.c_str());
return PARAM_INVALID; return PARAM_INVALID;
} }
@@ -67,15 +69,15 @@ FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY Status DumpManager::SetDumpConf
GELOGI("Dump layer is %s in model", layer.c_str()); GELOGI("Dump layer is %s in model", layer.c_str());
dump_layers.insert(layer); dump_layers.insert(layer);
} }
dump_properties_.AddPropertyValue(model_name, dump_layers);
dump_properties.AddPropertyValue(model_name, dump_layers);
} }
if (dump_op_switch == kDumpOn) { if (dump_op_switch == kDumpOn) {
GELOGI("Start to dump model and single op,dumo op switch is %s", dump_op_switch.c_str());
GELOGI("Start to dump model and single op,dump op switch is %s", dump_op_switch.c_str());
} else { } else {
GELOGI("Only dump model,dump op switch is %s", dump_op_switch.c_str()); GELOGI("Only dump model,dump op switch is %s", dump_op_switch.c_str());
} }
} else { } else {
GELOGI("Only dump single op,dumo op switch is %s", dump_op_switch.c_str());
GELOGI("Only dump single op,dump op switch is %s", dump_op_switch.c_str());
} }


dump_path = dump_config.dump_path; dump_path = dump_config.dump_path;
@@ -89,27 +91,39 @@ FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY Status DumpManager::SetDumpConf
} }
dump_path = dump_path + CurrentTimeInStr() + "/"; dump_path = dump_path + CurrentTimeInStr() + "/";
GELOGI("Dump path is %s", dump_path.c_str()); GELOGI("Dump path is %s", dump_path.c_str());
dump_properties_.SetDumpPath(dump_path);
dump_properties.SetDumpPath(dump_path);


dump_mode = dump_config.dump_mode; dump_mode = dump_config.dump_mode;
GELOGI("Dump mode is %s", dump_mode.c_str()); GELOGI("Dump mode is %s", dump_mode.c_str());
dump_properties_.SetDumpMode(dump_mode);
dump_properties.SetDumpMode(dump_mode);
dump_properties_map_.emplace(kInferSessionId, dump_properties);


return SUCCESS; return SUCCESS;
} }


FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY const DumpProperties &DumpManager::GetDumpProperties() {
FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY const DumpProperties &DumpManager::GetDumpProperties(
uint64_t session_id) {
std::lock_guard<std::mutex> lock(mutex_); std::lock_guard<std::mutex> lock(mutex_);
return dump_properties_;
auto iter = dump_properties_map_.find(session_id);
if (iter != dump_properties_map_.end()) {
return iter->second;
}
static DumpProperties default_properties;
return default_properties;
} }


FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY void DumpManager::SetModelName(const std::string &model_name) {
FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY void DumpManager::AddDumpProperties(
uint64_t session_id, const DumpProperties &dump_properties) {
std::lock_guard<std::mutex> lock(mutex_); std::lock_guard<std::mutex> lock(mutex_);
model_name_ = model_name;
dump_properties_map_.emplace(session_id, dump_properties);
} }


FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY const std::string &DumpManager::GetModelName() {
FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY void DumpManager::RemoveDumpProperties(uint64_t session_id) {
std::lock_guard<std::mutex> lock(mutex_); std::lock_guard<std::mutex> lock(mutex_);
return model_name_;
auto iter = dump_properties_map_.find(session_id);
if (iter != dump_properties_map_.end()) {
dump_properties_map_.erase(iter);
}
} }

} // namespace ge } // namespace ge

+ 5
- 5
ge/common/dump/dump_manager.h View File

@@ -28,14 +28,14 @@ class DumpManager {
static DumpManager &GetInstance(); static DumpManager &GetInstance();


Status SetDumpConf(const DumpConfig &dump_config); Status SetDumpConf(const DumpConfig &dump_config);
const DumpProperties &GetDumpProperties();
void SetModelName(const std::string &model_name);
const std::string &GetModelName();
const DumpProperties &GetDumpProperties(uint64_t session_id);
const std::map<uint64_t, DumpProperties> &GetDumpPropertiesMap() { return dump_properties_map_; }
void AddDumpProperties(uint64_t session_id, const DumpProperties &dump_properties);
void RemoveDumpProperties(uint64_t session_id);


private: private:
DumpProperties dump_properties_;
std::mutex mutex_; std::mutex mutex_;
std::string model_name_;
std::map<uint64_t, DumpProperties> dump_properties_map_;
}; };
} // namespace ge } // namespace ge
#endif // GE_COMMON_DUMP_DUMP_MANAGER_H_ #endif // GE_COMMON_DUMP_DUMP_MANAGER_H_

+ 3
- 3
ge/common/dump/dump_op.cc View File

@@ -219,9 +219,9 @@ Status DumpOp::LaunchDumpOp() {
op_mapping_info.set_dump_path(dump_path); op_mapping_info.set_dump_path(dump_path);
op_mapping_info.set_flag(kAicpuLoadFlag); op_mapping_info.set_flag(kAicpuLoadFlag);
op_mapping_info.set_dump_step(dump_properties_.GetDumpStep()); op_mapping_info.set_dump_step(dump_properties_.GetDumpStep());
if (!dynamic_model_name_.empty()) {
op_mapping_info.set_model_id(dynamic_model_id_);
if (!dynamic_model_name_.empty() && dump_properties_.IsDumpOpen()) {
op_mapping_info.set_model_name(dynamic_model_name_); op_mapping_info.set_model_name(dynamic_model_name_);
op_mapping_info.set_model_id(dynamic_model_id_);
} }
SetOpMappingLoopAddr(global_step_, loop_per_iter_, loop_cond_, op_mapping_info); SetOpMappingLoopAddr(global_step_, loop_per_iter_, loop_cond_, op_mapping_info);
GELOGI("Dump step is %s ,dump path is %s ,in Launch dump op", dump_properties_.GetDumpStep().c_str(), GELOGI("Dump step is %s ,dump path is %s ,in Launch dump op", dump_properties_.GetDumpStep().c_str(),
@@ -253,7 +253,7 @@ Status DumpOp::LaunchDumpOp() {
} }
op_mapping_info.mutable_task()->Add(std::move(task)); op_mapping_info.mutable_task()->Add(std::move(task));
} }
if (dump_properties_.GetDumpMode() == kDumpAll) {
if (dump_properties_.GetDumpMode() == kDumpAll || dump_properties_.IsOpDebugOpen()) {
auto ret = DumpOutput(task); auto ret = DumpOutput(task);
if (ret != SUCCESS) { if (ret != SUCCESS) {
GELOGE(ret, "Dump output failed when in dumping all"); GELOGE(ret, "Dump output failed when in dumping all");


+ 5
- 1
ge/common/dump/dump_properties.cc View File

@@ -122,6 +122,8 @@ FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY void DumpProperties::ClearDumpI
dump_path_.clear(); dump_path_.clear();
dump_step_.clear(); dump_step_.clear();
dump_mode_.clear(); dump_mode_.clear();
dump_op_switch_.clear();
dump_status_.clear();
is_op_debug_ = false; is_op_debug_ = false;
op_debug_mode_ = 0; op_debug_mode_ = 0;
} }
@@ -201,7 +203,7 @@ FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY const std::string &DumpProperti
} }


FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY void DumpProperties::SetDumpOpSwitch( FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY void DumpProperties::SetDumpOpSwitch(
const std::string dump_op_switch) {
const std::string &dump_op_switch) {
dump_op_switch_ = dump_op_switch; dump_op_switch_ = dump_op_switch;
} }


@@ -230,6 +232,8 @@ void DumpProperties::CopyFrom(const DumpProperties &other) {
dump_path_ = other.dump_path_; dump_path_ = other.dump_path_;
dump_step_ = other.dump_step_; dump_step_ = other.dump_step_;
dump_mode_ = other.dump_mode_; dump_mode_ = other.dump_mode_;
dump_status_ = other.dump_status_;
dump_op_switch_ = other.dump_op_switch_;


model_dump_properties_map_ = other.model_dump_properties_map_; model_dump_properties_map_ = other.model_dump_properties_map_;
is_op_debug_ = other.is_op_debug_; is_op_debug_ = other.is_op_debug_;


+ 2
- 2
ge/common/dump/dump_properties.h View File

@@ -65,7 +65,7 @@ class DumpProperties {


const std::string &GetDumpStatus() const; const std::string &GetDumpStatus() const;


void SetDumpOpSwitch(const std::string dump_op_switch);
void SetDumpOpSwitch(const std::string &dump_op_switch);


const std::string &GetDumpOpSwitch() const; const std::string &GetDumpOpSwitch() const;


@@ -81,11 +81,11 @@ class DumpProperties {


const std::string &GetEnableDumpDebug() const {return enable_dump_debug_;} const std::string &GetEnableDumpDebug() const {return enable_dump_debug_;}



private: private:
void CopyFrom(const DumpProperties &other); void CopyFrom(const DumpProperties &other);


void SetDumpDebugOptions(); void SetDumpDebugOptions();

std::string enable_dump_; std::string enable_dump_;
std::string enable_dump_debug_; std::string enable_dump_debug_;




+ 148
- 0
ge/common/dump/opdebug_register.cc View File

@@ -0,0 +1,148 @@
/**
* Copyright 2020 Huawei Technologies Co., Ltd
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/

#include "opdebug_register.h"

namespace {
const size_t kOpDebugMemorySize = 2048UL;
const size_t kDebugP2pSize = 8UL;
} // namespace
namespace ge {
OpdebugRegister::~OpdebugRegister() {}

Status OpdebugRegister::RegisterDebugForModel(rtModel_t model_handle, uint32_t op_debug_mode, DataDumper &data_dumper) {
GELOGD("Start to register debug for model in overflow");
auto ret = MallocMemForOpdebug();
if (ret != SUCCESS) {
GELOGE(ret, "Malloc memory for opdebug in model overflow failed ,ret:0x%X", ret);
return ret;
}
uint32_t debug_stream_id = 0;
uint32_t debug_task_id = 0;
auto rt_ret = rtDebugRegister(model_handle, op_debug_mode, op_debug_addr_, &debug_stream_id, &debug_task_id);
if (rt_ret != RT_ERROR_NONE) {
GELOGE(RT_FAILED, "rtDebugRegister error, ret: 0x%X", rt_ret);
return RT_ERROR_TO_GE_STATUS(rt_ret);
}
GELOGD("debug_task_id:%u, debug_stream_id:%u in model overflow", debug_task_id, debug_stream_id);
data_dumper.SaveOpDebugId(debug_task_id, debug_stream_id, p2p_debug_addr_, true);
return SUCCESS;
}

void OpdebugRegister::UnregisterDebugForModel(rtModel_t model_handle) {
rtError_t rt_ret = RT_ERROR_NONE;
if (model_handle != nullptr) {
GELOGD("start to call rtDebugUnRegister in model overflow.");
rt_ret = rtDebugUnRegister(model_handle);
if (rt_ret != RT_ERROR_NONE) {
GELOGW("rtDebugUnRegister failed, ret: 0x%X", rt_ret);
}
}

if (op_debug_addr_ != nullptr) {
rt_ret = rtFree(op_debug_addr_);
if (rt_ret != RT_ERROR_NONE) {
GELOGW("rtFree failed, ret: 0x%X", rt_ret);
}
op_debug_addr_ = nullptr;
}

if (p2p_debug_addr_ != nullptr) {
rt_ret = rtFree(p2p_debug_addr_);
if (rt_ret != RT_ERROR_NONE) {
GELOGW("rtFree failed, ret: 0x%X", rt_ret);
}
p2p_debug_addr_ = nullptr;
}
return;
}

Status OpdebugRegister::RegisterDebugForStream(rtStream_t stream, uint32_t op_debug_mode, DataDumper &data_dumper) {
GELOGD("Start to register debug for stream in stream overflow");
auto ret = MallocMemForOpdebug();
if (ret != SUCCESS) {
GELOGE(ret, "Malloc memory for opdebug in stream overflow ,ret:0x%X", ret);
return ret;
}

uint32_t debug_stream_id = 0;
uint32_t debug_task_id = 0;
#ifdef ONLY_COMPILE_OPEN_SRC
auto rt_ret = rtDebugRegisterForStream(stream, op_debug_mode, op_debug_addr_, &debug_stream_id, &debug_task_id);
if (rt_ret != RT_ERROR_NONE) {
GELOGE(RT_FAILED, "rtDebugRegisterForStream error, ret: 0x%X", rt_ret);
return RT_ERROR_TO_GE_STATUS(rt_ret);
}
#endif
GELOGD("debug_task_id:%u, debug_stream_id:%u in stream overflow.", debug_task_id, debug_stream_id);
data_dumper.SaveOpDebugId(debug_task_id, debug_stream_id, p2p_debug_addr_, true);
return SUCCESS;
}

void OpdebugRegister::UnregisterDebugForStream(rtStream_t stream) {
rtError_t rt_ret = RT_ERROR_NONE;
#ifdef ONLY_COMPILE_OPEN_SRC
if (stream != nullptr) {
GELOGD("start call rtDebugUnRegisterForStream in unknown shape over flow.");
rt_ret = rtDebugUnRegisterForStream(stream);
if (rt_ret != RT_ERROR_NONE) {
GELOGW("rtDebugUnRegisterForStream failed, ret: 0x%X", rt_ret);
}
}
#endif

if (op_debug_addr_ != nullptr) {
rt_ret = rtFree(op_debug_addr_);
if (rt_ret != RT_ERROR_NONE) {
GELOGW("rtFree failed, ret: 0x%X", rt_ret);
}
op_debug_addr_ = nullptr;
}

if (p2p_debug_addr_ != nullptr) {
rt_ret = rtFree(p2p_debug_addr_);
if (rt_ret != RT_ERROR_NONE) {
GELOGW("rtFree failed, ret: 0x%X", rt_ret);
}
p2p_debug_addr_ = nullptr;
}
return;
}

Status OpdebugRegister::MallocMemForOpdebug() {
rtError_t rt_ret = rtMalloc(&op_debug_addr_, kOpDebugMemorySize, RT_MEMORY_DDR);
if (rt_ret != RT_ERROR_NONE) {
GELOGE(RT_FAILED, "rtMalloc error, ret: 0x%X", rt_ret);
return RT_ERROR_TO_GE_STATUS(rt_ret);
}

uint64_t debug_addrs_tmp = static_cast<uint64_t>(reinterpret_cast<uintptr_t>(op_debug_addr_));
// For data dump, aicpu needs the pointer to pointer that save the real debug address.
rt_ret = rtMalloc(&p2p_debug_addr_, kDebugP2pSize, RT_MEMORY_HBM);
if (rt_ret != RT_ERROR_NONE) {
GELOGE(RT_FAILED, "rtMalloc error, ret: 0x%X", rt_ret);
return RT_ERROR_TO_GE_STATUS(rt_ret);
}
rt_ret = rtMemcpy(p2p_debug_addr_, sizeof(uint64_t), &debug_addrs_tmp, sizeof(uint64_t), RT_MEMCPY_HOST_TO_DEVICE);
if (rt_ret != RT_ERROR_NONE) {
GELOGE(RT_FAILED, "rtMemcpy to p2p_addr error: 0x%X", rt_ret);
return RT_ERROR_TO_GE_STATUS(rt_ret);
}

return SUCCESS;
}

} // namespace ge

+ 44
- 0
ge/common/dump/opdebug_register.h View File

@@ -0,0 +1,44 @@
/**
* Copyright 2020 Huawei Technologies Co., Ltd
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/

#ifndef GE_COMMON_DUMP_OPDEBUG_REGISTER_H_
#define GE_COMMON_DUMP_OPDEBUG_REGISTER_H_

#include <map>
#include "common/debug/ge_log.h"
#include "common/debug/log.h"
#include "graph/load/model_manager/data_dumper.h"

namespace ge {
class OpdebugRegister {
public:
OpdebugRegister() = default;
~OpdebugRegister();

Status RegisterDebugForModel(rtModel_t model_handle, uint32_t op_debug_mode, DataDumper &data_dumper);
void UnregisterDebugForModel(rtModel_t model_handle);

Status RegisterDebugForStream(rtStream_t stream, uint32_t op_debug_mode, DataDumper &data_dumper);
void UnregisterDebugForStream(rtStream_t stream);

private:
Status MallocMemForOpdebug();

void *op_debug_addr_ = nullptr;
void *p2p_debug_addr_ = nullptr;
};
} // namespace ge
#endif // GE_COMMON_DUMP_OPDEBUG_REGISTER_H_

+ 11
- 11
ge/common/formats/format_transfers/datatype_transfer.cc View File

@@ -111,7 +111,7 @@ Status CastKernel(const CastArgs &args, uint8_t *dst, const size_t data_size, co
}; };
auto it = transfer_handle.find(trans_mode); auto it = transfer_handle.find(trans_mode);
if (it == transfer_handle.end()) { if (it == transfer_handle.end()) {
return UNSUPPORTED;
return ACL_ERROR_GE_DATATYPE_INVALID;
} else { } else {
return (it->second)(args, dst, data_size); return (it->second)(args, dst, data_size);
} }
@@ -127,8 +127,8 @@ Status DataTypeTransfer::TransDataType(const CastArgs &args, TransResult &result
std::string error = "Failed to trans data from datatype " + std::string error = "Failed to trans data from datatype " +
FmtToStr(TypeUtils::DataTypeToSerialString(args.src_data_type)) + " to " + FmtToStr(TypeUtils::DataTypeToSerialString(args.src_data_type)) + " to " +
FmtToStr(TypeUtils::DataTypeToSerialString(args.dst_data_type)) + " , it is not supported."; FmtToStr(TypeUtils::DataTypeToSerialString(args.dst_data_type)) + " , it is not supported.";
GE_ERRORLOG_AND_ERRORMSG(UNSUPPORTED, error.c_str());
return UNSUPPORTED;
GE_ERRORLOG_AND_ERRORMSG(ACL_ERROR_GE_DATATYPE_INVALID, error.c_str());
return ACL_ERROR_GE_DATATYPE_INVALID;
} }
auto trans_mode = iter->second; auto trans_mode = iter->second;


@@ -136,14 +136,14 @@ Status DataTypeTransfer::TransDataType(const CastArgs &args, TransResult &result
if (size <= 0) { if (size <= 0) {
std::string error = "Failed to calc size from data type" + std::string error = "Failed to calc size from data type" +
FmtToStr(TypeUtils::DataTypeToSerialString(args.dst_data_type)) + ", it is not supported."; FmtToStr(TypeUtils::DataTypeToSerialString(args.dst_data_type)) + ", it is not supported.";
GE_ERRORLOG_AND_ERRORMSG(PARAM_INVALID, error.c_str());
return PARAM_INVALID;
GE_ERRORLOG_AND_ERRORMSG(ACL_ERROR_GE_DATATYPE_INVALID, error.c_str());
return ACL_ERROR_GE_DATATYPE_INVALID;
} }
if (args.src_data_size > static_cast<size_t>(SIZE_MAX / size)) { if (args.src_data_size > static_cast<size_t>(SIZE_MAX / size)) {
std::string error = "args.src_data_size" + FmtToStr(args.src_data_size) + std::string error = "args.src_data_size" + FmtToStr(args.src_data_size) +
" or data type size" + FmtToStr(size) + " is too big"; " or data type size" + FmtToStr(size) + " is too big";
GE_ERRORLOG_AND_ERRORMSG(PARAM_INVALID, error.c_str());
return PARAM_INVALID;
GE_ERRORLOG_AND_ERRORMSG(ACL_ERROR_GE_PARAM_INVALID, error.c_str());
return ACL_ERROR_GE_PARAM_INVALID;
} }
size_t total_size = static_cast<size_t>(args.src_data_size * size); size_t total_size = static_cast<size_t>(args.src_data_size * size);
result.length = total_size; result.length = total_size;
@@ -154,8 +154,8 @@ Status DataTypeTransfer::TransDataType(const CastArgs &args, TransResult &result


std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[total_size], std::default_delete<uint8_t[]>()); std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[total_size], std::default_delete<uint8_t[]>());
if (dst == nullptr) { if (dst == nullptr) {
GELOGE(OUT_OF_MEMORY, "Failed to alloc the memory for dst buf %zu, data size %zu", total_size, args.src_data_size);
return OUT_OF_MEMORY;
GELOGE(ACL_ERROR_GE_MEMORY_ALLOCATION, "Failed to alloc the memory for dst buf %zu, data size %zu", total_size, args.src_data_size);
return ACL_ERROR_GE_MEMORY_ALLOCATION;
} }


if (CastKernel(args, dst.get(), args.src_data_size, trans_mode) != SUCCESS) { if (CastKernel(args, dst.get(), args.src_data_size, trans_mode) != SUCCESS) {
@@ -163,8 +163,8 @@ Status DataTypeTransfer::TransDataType(const CastArgs &args, TransResult &result
FmtToStr(TypeUtils::DataTypeToSerialString(args.src_data_type)) + " to " + FmtToStr(TypeUtils::DataTypeToSerialString(args.src_data_type)) + " to " +
FmtToStr(TypeUtils::DataTypeToSerialString(args.dst_data_type)) + ", data size is " + FmtToStr(TypeUtils::DataTypeToSerialString(args.dst_data_type)) + ", data size is " +
FmtToStr(std::to_string(args.src_data_size)); FmtToStr(std::to_string(args.src_data_size));
GE_ERRORLOG_AND_ERRORMSG(INTERNAL_ERROR, error.c_str());
return INTERNAL_ERROR;
GE_ERRORLOG_AND_ERRORMSG(ACL_ERROR_GE_INTERNAL_ERROR, error.c_str());
return ACL_ERROR_GE_INTERNAL_ERROR;
} }
result.data = dst; result.data = dst;
return SUCCESS; return SUCCESS;


+ 26
- 24
ge/common/formats/format_transfers/format_transfer_c1hwncoc0_hwcn.cc View File

@@ -39,22 +39,22 @@ Status CheckArgsForC1hwncoc0ToHwcn(const TransArgs &args) {
std::string error = "Dose not support trans format from " + std::string error = "Dose not support trans format from " +
FmtToStr(TypeUtils::FormatToSerialString(args.src_format)) + " to " + FmtToStr(TypeUtils::FormatToSerialString(args.src_format)) + " to " +
FmtToStr(TypeUtils::FormatToSerialString(args.dst_format)); FmtToStr(TypeUtils::FormatToSerialString(args.dst_format));
GE_ERRORLOG_AND_ERRORMSG(UNSUPPORTED, error.c_str());
return UNSUPPORTED;
GE_ERRORLOG_AND_ERRORMSG(ACL_ERROR_GE_FORMAT_INVALID, error.c_str());
return ACL_ERROR_GE_FORMAT_INVALID;
} }
if (!CheckDataTypeSupported(args.src_data_type)) { if (!CheckDataTypeSupported(args.src_data_type)) {
std::string error = "Failed to trans shape from NC1HWNCoC0 to HWCN, invalid data type" + std::string error = "Failed to trans shape from NC1HWNCoC0 to HWCN, invalid data type" +
FmtToStr(TypeUtils::DataTypeToSerialString(args.src_data_type)); FmtToStr(TypeUtils::DataTypeToSerialString(args.src_data_type));
GE_ERRORLOG_AND_ERRORMSG(UNSUPPORTED, error.c_str());
return UNSUPPORTED;
GE_ERRORLOG_AND_ERRORMSG(ACL_ERROR_GE_DATATYPE_INVALID, error.c_str());
return ACL_ERROR_GE_DATATYPE_INVALID;
} }
if (!CheckShapeValid(src_shape, kC1hwncoc0DimsNum)) { if (!CheckShapeValid(src_shape, kC1hwncoc0DimsNum)) {
GELOGE(PARAM_INVALID, "Failed to check src shape %s", ShapeToString(src_shape).c_str());
return PARAM_INVALID;
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Failed to check src shape %s", ShapeToString(src_shape).c_str());
return ACL_ERROR_GE_SHAPE_INVALID;
} }
if (!CheckShapeValid(dst_shape, kHwcnDimsNum)) { if (!CheckShapeValid(dst_shape, kHwcnDimsNum)) {
GELOGE(PARAM_INVALID, "Failed to check dst shape %s", ShapeToString(dst_shape).c_str());
return PARAM_INVALID;
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Failed to check dst shape %s.", ShapeToString(dst_shape).c_str());
return ACL_ERROR_GE_SHAPE_INVALID;
} }
auto cube_size = GetCubeSizeByDataType(args.src_data_type); auto cube_size = GetCubeSizeByDataType(args.src_data_type);
if (src_shape.at(kC1hwncoc0C1) != (dst_shape.at(kHwcnC) - 1) / cube_size + 1 || if (src_shape.at(kC1hwncoc0C1) != (dst_shape.at(kHwcnC) - 1) / cube_size + 1 ||
@@ -63,8 +63,8 @@ Status CheckArgsForC1hwncoc0ToHwcn(const TransArgs &args) {
src_shape.at(kC1hwncoc0C0) != cube_size) { src_shape.at(kC1hwncoc0C0) != cube_size) {
std::string error = "Failed to check relationship between src and dst shape, src shape" + std::string error = "Failed to check relationship between src and dst shape, src shape" +
FmtToStr(ShapeToString(src_shape)) + ", dst shape" + FmtToStr(ShapeToString(dst_shape)); FmtToStr(ShapeToString(src_shape)) + ", dst shape" + FmtToStr(ShapeToString(dst_shape));
GE_ERRORLOG_AND_ERRORMSG(PARAM_INVALID, error.c_str());
return PARAM_INVALID;
GE_ERRORLOG_AND_ERRORMSG(ACL_ERROR_GE_SHAPE_INVALID, error.c_str());
return ACL_ERROR_GE_SHAPE_INVALID;
} }


return SUCCESS; return SUCCESS;
@@ -73,10 +73,10 @@ Status CheckArgsForC1hwncoc0ToHwcn(const TransArgs &args) {
Status GetDstDataAfterTrans(const TransArgs &args, TransResult &result, int size, int64_t total_size) { Status GetDstDataAfterTrans(const TransArgs &args, TransResult &result, int size, int64_t total_size) {
std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[total_size], std::default_delete<uint8_t[]>()); std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[total_size], std::default_delete<uint8_t[]>());
if (dst == nullptr) { if (dst == nullptr) {
GELOGE(OUT_OF_MEMORY, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld, shape %s",
GELOGE(ACL_ERROR_GE_MEMORY_ALLOCATION, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld, shape %s",
TypeUtils::FormatToSerialString(args.src_format).c_str(), TypeUtils::FormatToSerialString(args.src_format).c_str(),
TypeUtils::FormatToSerialString(args.dst_format).c_str(), total_size, ShapeToString(args.dst_shape).c_str()); TypeUtils::FormatToSerialString(args.dst_format).c_str(), total_size, ShapeToString(args.dst_shape).c_str());
return OUT_OF_MEMORY;
return ACL_ERROR_GE_MEMORY_ALLOCATION;
} }


auto h = args.src_shape.at(kC1hwncoc0H); auto h = args.src_shape.at(kC1hwncoc0H);
@@ -114,12 +114,12 @@ Status GetDstDataAfterTrans(const TransArgs &args, TransResult &result, int size
auto ret = memcpy_s(dst.get() + dst_offset, static_cast<size_t>(protected_size), args.data + src_offset, auto ret = memcpy_s(dst.get() + dst_offset, static_cast<size_t>(protected_size), args.data + src_offset,
static_cast<size_t>(size)); static_cast<size_t>(size));
if (ret != EOK) { if (ret != EOK) {
GELOGE(INTERNAL_ERROR,
GELOGE(ACL_ERROR_GE_MEMORY_OPERATE_FAILED,
"Failed to copy data from C1HWNCoC0[%ld, %ld, %ld, %ld, %ld, %ld] offset %ld to " "Failed to copy data from C1HWNCoC0[%ld, %ld, %ld, %ld, %ld, %ld] offset %ld to "
"HWCN[%ld, %ld, %ld, %ld] offset %ld, err-code %d", "HWCN[%ld, %ld, %ld, %ld] offset %ld, err-code %d",
c1_idx, h_idx, w_idx, n_idx, co_idx, c0_idx, src_offset, h_idx, w_idx, c_idx, n_idx, dst_offset, c1_idx, h_idx, w_idx, n_idx, co_idx, c0_idx, src_offset, h_idx, w_idx, c_idx, n_idx, dst_offset,
ret); ret);
return INTERNAL_ERROR;
return ACL_ERROR_GE_MEMORY_OPERATE_FAILED;
} }
} }
} }
@@ -132,8 +132,9 @@ Status GetDstDataAfterTrans(const TransArgs &args, TransResult &result, int size
} // namespace } // namespace


Status FormatTransferC1hwncoc0Hwcn::TransFormat(const TransArgs &args, TransResult &result) { Status FormatTransferC1hwncoc0Hwcn::TransFormat(const TransArgs &args, TransResult &result) {
if (CheckArgsForC1hwncoc0ToHwcn(args) != SUCCESS) {
return PARAM_INVALID;
Status ret = CheckArgsForC1hwncoc0ToHwcn(args);
if (ret != SUCCESS) {
return ret;
} }
int size = GetSizeByDataType(args.src_data_type); int size = GetSizeByDataType(args.src_data_type);
int64_t total_size = GetItemNumByShape(args.dst_shape) * size; int64_t total_size = GetItemNumByShape(args.dst_shape) * size;
@@ -143,26 +144,27 @@ Status FormatTransferC1hwncoc0Hwcn::TransFormat(const TransArgs &args, TransResu
result.length = static_cast<size_t>(total_size); result.length = static_cast<size_t>(total_size);
return SUCCESS; return SUCCESS;
} }
GELOGE(INTERNAL_ERROR, "Get %ld total size from dst shape %s, src shape %s", total_size,
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Get %ld total size from dst shape %s, src shape %s.", total_size,
ShapeToString(args.dst_shape).c_str(), ShapeToString(args.src_shape).c_str()); ShapeToString(args.dst_shape).c_str(), ShapeToString(args.src_shape).c_str());
return PARAM_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }
GELOGD("Begin to trans format from C1HWNCoC0 to HWCN, src shape %s, data type %s, dst shape %s, memory size %ld",
GELOGD("Begin to trans format from C1HWNCoC0 to HWCN, src shape %s, data type %s, dst shape %s, memory size %ld.",
ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str(), ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str(),
ShapeToString(args.dst_shape).c_str(), total_size); ShapeToString(args.dst_shape).c_str(), total_size);
if (GetDstDataAfterTrans(args, result, size, total_size) != SUCCESS) {
GELOGE(INTERNAL_ERROR, "Failed to get data after trans, src shape %s, data type %s, dst shape %s, memory size %ld",
ret = GetDstDataAfterTrans(args, result, size, total_size);
if (ret != SUCCESS) {
GELOGE(ret, "Failed to get data after trans, src shape %s, data type %s, dst shape %s, memory size %ld",
ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str(), ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str(),
ShapeToString(args.dst_shape).c_str(), total_size); ShapeToString(args.dst_shape).c_str(), total_size);
return INTERNAL_ERROR;
return ret;
} }
return SUCCESS; return SUCCESS;
} }


Status FormatTransferC1hwncoc0Hwcn::TransShape(Format src_format, const std::vector<int64_t> &src_shape, Status FormatTransferC1hwncoc0Hwcn::TransShape(Format src_format, const std::vector<int64_t> &src_shape,
DataType data_type, Format dst_format, std::vector<int64_t> &dst_shape) { DataType data_type, Format dst_format, std::vector<int64_t> &dst_shape) {
GELOGD("The shape derivation from C1HWNCoC0 to HWCN is not unique. Trans shape in this direction is not supported");
return ACL_ERROR_GE_TRANSSHAPE_FORMAT_INVALID;
GELOGD("The shape derivation from C1HWNCoC0 to HWCN is not unique. Trans shape in this direction is not supported.");
return ACL_ERROR_GE_FORMAT_INVALID;
} }


REGISTER_FORMAT_TRANSFER(FormatTransferC1hwncoc0Hwcn, FORMAT_C1HWNCoC0, FORMAT_HWCN) REGISTER_FORMAT_TRANSFER(FormatTransferC1hwncoc0Hwcn, FORMAT_C1HWNCoC0, FORMAT_HWCN)


+ 11
- 11
ge/common/formats/format_transfers/format_transfer_dhwcn_fracz3D.cc View File

@@ -32,7 +32,7 @@ Status TransShapeToFz(int64_t d, int64_t n, int64_t c, int64_t h, int64_t w, Dat
std::vector<int64_t> &dst_shape) { std::vector<int64_t> &dst_shape) {
auto c0 = GetCubeSizeByDataType(data_type); auto c0 = GetCubeSizeByDataType(data_type);
if (c0 < 0) { if (c0 < 0) {
return ACL_ERROR_GE_TRANSSHAPE_DATATYPE_INVALID;
return ACL_ERROR_GE_DATATYPE_INVALID;
} }


auto c1 = Ceil(c, c0); auto c1 = Ceil(c, c0);
@@ -50,7 +50,7 @@ Status TransShapeToFz(int64_t d, int64_t n, int64_t c, int64_t h, int64_t w, Dat
Status TransShapeDhwckToFz3D(const std::vector<int64_t> &src_shape, DataType data_type, Status TransShapeDhwckToFz3D(const std::vector<int64_t> &src_shape, DataType data_type,
std::vector<int64_t> &dst_shape) { std::vector<int64_t> &dst_shape) {
if (!CheckShapeValid(src_shape, kDhwcnDimsNum)) { if (!CheckShapeValid(src_shape, kDhwcnDimsNum)) {
return ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }
auto d = src_shape.at(kDhwcnD); auto d = src_shape.at(kDhwcnD);
auto h = src_shape.at(kDhwcnH); auto h = src_shape.at(kDhwcnH);
@@ -62,7 +62,7 @@ Status TransShapeDhwckToFz3D(const std::vector<int64_t> &src_shape, DataType dat
} }
Status TransFormatDhwckToFz3D(const TransArgs &args, TransResult &result) { Status TransFormatDhwckToFz3D(const TransArgs &args, TransResult &result) {
if (!CheckShapeValid(args.src_shape, kDhwcnDimsNum)) { if (!CheckShapeValid(args.src_shape, kDhwcnDimsNum)) {
return PARAM_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }
int64_t d = args.src_shape[kDhwcnD]; int64_t d = args.src_shape[kDhwcnD];
int64_t h = args.src_shape[kDhwcnH]; int64_t h = args.src_shape[kDhwcnH];
@@ -94,10 +94,10 @@ Status TransFormatDhwckToFz3D(const TransArgs &args, TransResult &result) {


std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[dst_size], std::default_delete<uint8_t[]>()); std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[dst_size], std::default_delete<uint8_t[]>());
if (dst == nullptr) { if (dst == nullptr) {
GELOGE(OUT_OF_MEMORY, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld",
GELOGE(ACL_ERROR_GE_MEMORY_ALLOCATION, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld",
TypeUtils::FormatToSerialString(args.src_format).c_str(), TypeUtils::FormatToSerialString(args.src_format).c_str(),
TypeUtils::FormatToSerialString(args.dst_format).c_str(), dst_size); TypeUtils::FormatToSerialString(args.dst_format).c_str(), dst_size);
return OUT_OF_MEMORY;
return ACL_ERROR_GE_MEMORY_ALLOCATION;
} }


for (int64_t di = 0; di < d; di++) { for (int64_t di = 0; di < d; di++) {
@@ -122,9 +122,9 @@ Status TransFormatDhwckToFz3D(const TransArgs &args, TransResult &result) {
args.data + src_idx * data_size, static_cast<size_t>(data_size)); args.data + src_idx * data_size, static_cast<size_t>(data_size));
} }
if (ret != EOK) { if (ret != EOK) {
GELOGE(INTERNAL_ERROR, "Failed to operate the dst memory at offset %ld, error-code %d, pad mode %d",
GELOGE(ACL_ERROR_GE_MEMORY_OPERATE_FAILED, "Failed to operate the dst memory at offset %ld, error-code %d, pad mode %d",
dst_offset, ret, pad_zero); dst_offset, ret, pad_zero);
return INTERNAL_ERROR;
return ACL_ERROR_GE_MEMORY_OPERATE_FAILED;
} }
} }
} }
@@ -149,28 +149,28 @@ Status FormatTransferDhwcnFractalZ3D::TransFormat(const TransArgs &args, TransRe
return ret; return ret;
} }
if (!IsTransShapeDstCorrect(args, expect_shape)) { if (!IsTransShapeDstCorrect(args, expect_shape)) {
return PARAM_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }


if (args.src_format == FORMAT_DHWCN && args.dst_format == FORMAT_FRACTAL_Z_3D) { if (args.src_format == FORMAT_DHWCN && args.dst_format == FORMAT_FRACTAL_Z_3D) {
return TransFormatDhwckToFz3D(args, result); return TransFormatDhwckToFz3D(args, result);
} }


return UNSUPPORTED;
return ACL_ERROR_GE_FORMAT_INVALID;
} }


Status FormatTransferDhwcnFractalZ3D::TransShape(Format src_format, const std::vector<int64_t> &src_shape, Status FormatTransferDhwcnFractalZ3D::TransShape(Format src_format, const std::vector<int64_t> &src_shape,
DataType data_type, Format dst_format, DataType data_type, Format dst_format,
std::vector<int64_t> &dst_shape) { std::vector<int64_t> &dst_shape) {
if (CheckDataTypeSupport(data_type) != SUCCESS) { if (CheckDataTypeSupport(data_type) != SUCCESS) {
return ACL_ERROR_GE_TRANSSHAPE_DATATYPE_INVALID;
return ACL_ERROR_GE_DATATYPE_INVALID;
} }


if (src_format == FORMAT_DHWCN && dst_format == FORMAT_FRACTAL_Z_3D) { if (src_format == FORMAT_DHWCN && dst_format == FORMAT_FRACTAL_Z_3D) {
return TransShapeDhwckToFz3D(src_shape, data_type, dst_shape); return TransShapeDhwckToFz3D(src_shape, data_type, dst_shape);
} }


return ACL_ERROR_GE_TRANSSHAPE_FORMAT_INVALID;
return ACL_ERROR_GE_FORMAT_INVALID;
} }


REGISTER_FORMAT_TRANSFER(FormatTransferDhwcnFractalZ3D, FORMAT_DHWCN, FORMAT_FRACTAL_Z_3D) REGISTER_FORMAT_TRANSFER(FormatTransferDhwcnFractalZ3D, FORMAT_DHWCN, FORMAT_FRACTAL_Z_3D)


+ 11
- 11
ge/common/formats/format_transfers/format_transfer_dhwnc_fracz3D_transpose.cc View File

@@ -32,7 +32,7 @@ Status TransShapeToFz(int64_t d, int64_t n, int64_t c, int64_t h, int64_t w, Dat
std::vector<int64_t> &dst_shape) { std::vector<int64_t> &dst_shape) {
auto c0 = GetCubeSizeByDataType(data_type); auto c0 = GetCubeSizeByDataType(data_type);
if (c0 < 0) { if (c0 < 0) {
return ACL_ERROR_GE_TRANSSHAPE_DATATYPE_INVALID;
return ACL_ERROR_GE_DATATYPE_INVALID;
} }


auto c1 = Ceil(c, c0); auto c1 = Ceil(c, c0);
@@ -50,7 +50,7 @@ Status TransShapeToFz(int64_t d, int64_t n, int64_t c, int64_t h, int64_t w, Dat
Status TransShapeDhwncToFz3DTranspose(const std::vector<int64_t> &src_shape, DataType data_type, Status TransShapeDhwncToFz3DTranspose(const std::vector<int64_t> &src_shape, DataType data_type,
std::vector<int64_t> &dst_shape) { std::vector<int64_t> &dst_shape) {
if (!CheckShapeValid(src_shape, kDhwncDimsNum)) { if (!CheckShapeValid(src_shape, kDhwncDimsNum)) {
return ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }
auto d = src_shape.at(kDhwncD); auto d = src_shape.at(kDhwncD);
auto h = src_shape.at(kDhwncH); auto h = src_shape.at(kDhwncH);
@@ -62,7 +62,7 @@ Status TransShapeDhwncToFz3DTranspose(const std::vector<int64_t> &src_shape, Dat
} }
Status TransFormatDhwncToFz3DTranspose(const TransArgs &args, TransResult &result) { Status TransFormatDhwncToFz3DTranspose(const TransArgs &args, TransResult &result) {
if (!CheckShapeValid(args.src_shape, kDhwncDimsNum)) { if (!CheckShapeValid(args.src_shape, kDhwncDimsNum)) {
return PARAM_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }
int64_t d = args.src_shape[kDhwncD]; int64_t d = args.src_shape[kDhwncD];
int64_t h = args.src_shape[kDhwncH]; int64_t h = args.src_shape[kDhwncH];
@@ -95,10 +95,10 @@ Status TransFormatDhwncToFz3DTranspose(const TransArgs &args, TransResult &resul


std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[dst_size], std::default_delete<uint8_t[]>()); std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[dst_size], std::default_delete<uint8_t[]>());
if (dst == nullptr) { if (dst == nullptr) {
GELOGE(OUT_OF_MEMORY, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld",
GELOGE(ACL_ERROR_GE_MEMORY_ALLOCATION, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld",
TypeUtils::FormatToSerialString(args.src_format).c_str(), TypeUtils::FormatToSerialString(args.src_format).c_str(),
TypeUtils::FormatToSerialString(args.dst_format).c_str(), dst_size); TypeUtils::FormatToSerialString(args.dst_format).c_str(), dst_size);
return OUT_OF_MEMORY;
return ACL_ERROR_GE_MEMORY_ALLOCATION;
} }


for (int64_t di = 0; di < d; di++) { for (int64_t di = 0; di < d; di++) {
@@ -123,9 +123,9 @@ Status TransFormatDhwncToFz3DTranspose(const TransArgs &args, TransResult &resul
args.data + src_idx * data_size, static_cast<size_t>(data_size)); args.data + src_idx * data_size, static_cast<size_t>(data_size));
} }
if (ret != EOK) { if (ret != EOK) {
GELOGE(INTERNAL_ERROR, "Failed to operate the dst memory at offset %ld, error-code %d, pad mode %d",
GELOGE(ACL_ERROR_GE_MEMORY_OPERATE_FAILED, "Failed to operate the dst memory at offset %ld, error-code %d, pad mode %d",
dst_offset, ret, pad_zero); dst_offset, ret, pad_zero);
return INTERNAL_ERROR;
return ACL_ERROR_GE_MEMORY_OPERATE_FAILED;
} }
} }
} }
@@ -150,28 +150,28 @@ Status FormatTransferDhwncFractalZ3DTranspose::TransFormat(const TransArgs &args
return ret; return ret;
} }
if (!IsTransShapeDstCorrect(args, expect_shape)) { if (!IsTransShapeDstCorrect(args, expect_shape)) {
return PARAM_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }


if (args.src_format == ge::FORMAT_DHWNC && args.dst_format == ge::FORMAT_FRACTAL_Z_3D_TRANSPOSE) { if (args.src_format == ge::FORMAT_DHWNC && args.dst_format == ge::FORMAT_FRACTAL_Z_3D_TRANSPOSE) {
return TransFormatDhwncToFz3DTranspose(args, result); return TransFormatDhwncToFz3DTranspose(args, result);
} }


return UNSUPPORTED;
return ACL_ERROR_GE_FORMAT_INVALID;
} }


Status FormatTransferDhwncFractalZ3DTranspose::TransShape(Format src_format, const std::vector<int64_t> &src_shape, Status FormatTransferDhwncFractalZ3DTranspose::TransShape(Format src_format, const std::vector<int64_t> &src_shape,
DataType data_type, Format dst_format, DataType data_type, Format dst_format,
std::vector<int64_t> &dst_shape) { std::vector<int64_t> &dst_shape) {
if (CheckDataTypeSupport(data_type) != SUCCESS) { if (CheckDataTypeSupport(data_type) != SUCCESS) {
return ACL_ERROR_GE_TRANSSHAPE_DATATYPE_INVALID;
return ACL_ERROR_GE_DATATYPE_INVALID;
} }


if (src_format == FORMAT_DHWNC && dst_format == FORMAT_FRACTAL_Z_3D_TRANSPOSE) { if (src_format == FORMAT_DHWNC && dst_format == FORMAT_FRACTAL_Z_3D_TRANSPOSE) {
return TransShapeDhwncToFz3DTranspose(src_shape, data_type, dst_shape); return TransShapeDhwncToFz3DTranspose(src_shape, data_type, dst_shape);
} }


return ACL_ERROR_GE_TRANSSHAPE_FORMAT_INVALID;
return ACL_ERROR_GE_FORMAT_INVALID;
} }


REGISTER_FORMAT_TRANSFER(FormatTransferDhwncFractalZ3DTranspose, FORMAT_DHWNC, FORMAT_FRACTAL_Z_3D_TRANSPOSE) REGISTER_FORMAT_TRANSFER(FormatTransferDhwncFractalZ3DTranspose, FORMAT_DHWNC, FORMAT_FRACTAL_Z_3D_TRANSPOSE)


+ 49
- 35
ge/common/formats/format_transfers/format_transfer_fractal_nz.cc View File

@@ -87,8 +87,8 @@ Status TransShapeToFracNz(const ShapeVector &src_shape, DataType data_type, Shap
hw_shape.push_back(DIM_DEFAULT_VALUE); hw_shape.push_back(DIM_DEFAULT_VALUE);
hw_shape.push_back(src_shape[kNdDimIndexN]); hw_shape.push_back(src_shape[kNdDimIndexN]);
if (!IsShapeValid(dst_shape)) { if (!IsShapeValid(dst_shape)) {
GELOGE(ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID, "Failed to check dst shape %s", ShapeToString(dst_shape).c_str());
return ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID;
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Failed to check dst shape %s", ShapeToString(dst_shape).c_str());
return ACL_ERROR_GE_SHAPE_INVALID;
} }
return SUCCESS; return SUCCESS;
default: default:
@@ -106,8 +106,8 @@ Status TransShapeToFracNz(const ShapeVector &src_shape, DataType data_type, Shap
hw_shape.push_back(src_shape[size - kNdDimCountBackwardsWH]); hw_shape.push_back(src_shape[size - kNdDimCountBackwardsWH]);
hw_shape.push_back(src_shape[size - kNdDimCountBackwardsW]); hw_shape.push_back(src_shape[size - kNdDimCountBackwardsW]);
if (!IsShapeValid(dst_shape)) { if (!IsShapeValid(dst_shape)) {
GELOGE(ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID, "Failed to check dst shape %s", ShapeToString(dst_shape).c_str());
return ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID;
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Failed to check dst shape %s", ShapeToString(dst_shape).c_str());
return ACL_ERROR_GE_SHAPE_INVALID;
} }
return SUCCESS; return SUCCESS;
} }
@@ -117,14 +117,14 @@ Status CheckShapeRelation(const TransArgs &args, ShapeVector &hw_shape) {
ShapeVector expect_src_shape; ShapeVector expect_src_shape;
auto ret = TransShapeToFracNz(args.dst_shape, args.src_data_type, expect_src_shape, hw_shape); auto ret = TransShapeToFracNz(args.dst_shape, args.src_data_type, expect_src_shape, hw_shape);
if (ret != SUCCESS) { if (ret != SUCCESS) {
GELOGE(INTERNAL_ERROR, "Trans shape from %s to %s, shape %s to %s, data type %s failed",
GELOGE(ret, "Trans shape from %s to %s, shape %s to %s, data type %s failed",
TypeUtils::FormatToSerialString(args.dst_format).c_str(), TypeUtils::FormatToSerialString(args.dst_format).c_str(),
TypeUtils::FormatToSerialString(args.src_format).c_str(), ShapeToString(args.dst_shape).c_str(), TypeUtils::FormatToSerialString(args.src_format).c_str(), ShapeToString(args.dst_shape).c_str(),
ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str()); ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str());
return INTERNAL_ERROR;
return ret;
} }
if (!IsTransShapeSrcCorrect(args, expect_src_shape)) { if (!IsTransShapeSrcCorrect(args, expect_src_shape)) {
return PARAM_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }
return SUCCESS; return SUCCESS;
} }
@@ -139,10 +139,10 @@ Status TransFormatFromNdToFracNz(const TransArgs &args, TransResult &result, con


std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[dst_size](), std::default_delete<uint8_t[]>()); std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[dst_size](), std::default_delete<uint8_t[]>());
if (dst == nullptr) { if (dst == nullptr) {
GELOGE(OUT_OF_MEMORY, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld",
GELOGE(ACL_ERROR_GE_MEMORY_ALLOCATION, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld",
TypeUtils::FormatToSerialString(args.src_format).c_str(), TypeUtils::FormatToSerialString(args.src_format).c_str(),
TypeUtils::FormatToSerialString(args.dst_format).c_str(), dst_size); TypeUtils::FormatToSerialString(args.dst_format).c_str(), dst_size);
return OUT_OF_MEMORY;
return ACL_ERROR_GE_MEMORY_ALLOCATION;
} }


// src&dst_shape can be written as times*H*W & times*W1*H1*H0*W0, respectively. dst_shape_size >= kDimNum4D // src&dst_shape can be written as times*H*W & times*W1*H1*H0*W0, respectively. dst_shape_size >= kDimNum4D
@@ -175,8 +175,8 @@ Status TransFormatFromNdToFracNz(const TransArgs &args, TransResult &result, con
auto ret = memcpy_s(dst.get() + dst_offset, static_cast<size_t>(protected_size), args.data + src_offset, auto ret = memcpy_s(dst.get() + dst_offset, static_cast<size_t>(protected_size), args.data + src_offset,
static_cast<size_t>(size * w0)); static_cast<size_t>(size * w0));
if (ret != EOK) { if (ret != EOK) {
GELOGE(INTERNAL_ERROR, "Failed to operate the dst memory at offset %ld, error-code %d", dst_offset, ret);
return INTERNAL_ERROR;
GELOGE(ACL_ERROR_GE_MEMORY_OPERATE_FAILED, "Failed to operate the dst memory at offset %ld, error-code %d", dst_offset, ret);
return ACL_ERROR_GE_MEMORY_OPERATE_FAILED;
} }
} }
auto w1_head = num_w1 * w0; auto w1_head = num_w1 * w0;
@@ -189,8 +189,8 @@ Status TransFormatFromNdToFracNz(const TransArgs &args, TransResult &result, con
auto ret = memcpy_s(dst.get() + dst_offset, static_cast<size_t>(protected_size), args.data + src_offset, auto ret = memcpy_s(dst.get() + dst_offset, static_cast<size_t>(protected_size), args.data + src_offset,
static_cast<size_t>(size)); static_cast<size_t>(size));
if (ret != EOK) { if (ret != EOK) {
GELOGE(INTERNAL_ERROR, "Failed to operate the dst memory at offset %ld, error-code %d", dst_offset, ret);
return INTERNAL_ERROR;
GELOGE(ACL_ERROR_GE_MEMORY_OPERATE_FAILED, "Failed to operate the dst memory at offset %ld, error-code %d", dst_offset, ret);
return ACL_ERROR_GE_MEMORY_OPERATE_FAILED;
} }
} }
} }
@@ -210,10 +210,10 @@ Status TransFormatFromFracNzToNd(const TransArgs &args, TransResult &result, con


std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[dst_size], std::default_delete<uint8_t[]>()); std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[dst_size], std::default_delete<uint8_t[]>());
if (dst == nullptr) { if (dst == nullptr) {
GELOGE(OUT_OF_MEMORY, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld",
GELOGE(ACL_ERROR_GE_MEMORY_ALLOCATION, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld",
TypeUtils::FormatToSerialString(args.src_format).c_str(), TypeUtils::FormatToSerialString(args.src_format).c_str(),
TypeUtils::FormatToSerialString(args.dst_format).c_str(), dst_size); TypeUtils::FormatToSerialString(args.dst_format).c_str(), dst_size);
return OUT_OF_MEMORY;
return ACL_ERROR_GE_MEMORY_ALLOCATION;
} }


auto times = dst_hw_shape.at(kNdDimIndexN); auto times = dst_hw_shape.at(kNdDimIndexN);
@@ -246,8 +246,8 @@ Status TransFormatFromFracNzToNd(const TransArgs &args, TransResult &result, con
ret = memcpy_s(dst.get() + dst_offset, static_cast<size_t>(protected_size), args.data + src_offset, ret = memcpy_s(dst.get() + dst_offset, static_cast<size_t>(protected_size), args.data + src_offset,
static_cast<size_t>(size * w0)); static_cast<size_t>(size * w0));
if (ret != EOK) { if (ret != EOK) {
GELOGE(INTERNAL_ERROR, "Failed to operate the dst memory at offset %ld, error-code %d", dst_offset, ret);
return INTERNAL_ERROR;
GELOGE(ACL_ERROR_GE_MEMORY_OPERATE_FAILED, "Failed to operate the dst memory at offset %ld, error-code %d", dst_offset, ret);
return ACL_ERROR_GE_MEMORY_OPERATE_FAILED;
} }
} }
auto w1_head = num_w1 * w0; auto w1_head = num_w1 * w0;
@@ -260,8 +260,8 @@ Status TransFormatFromFracNzToNd(const TransArgs &args, TransResult &result, con
ret = memcpy_s(dst.get() + dst_offset, static_cast<size_t>(protected_size), args.data + src_offset, ret = memcpy_s(dst.get() + dst_offset, static_cast<size_t>(protected_size), args.data + src_offset,
static_cast<size_t>(size)); static_cast<size_t>(size));
if (ret != EOK) { if (ret != EOK) {
GELOGE(INTERNAL_ERROR, "Failed to operate the dst memory at offset %ld, error-code %d", dst_offset, ret);
return INTERNAL_ERROR;
GELOGE(ACL_ERROR_GE_MEMORY_OPERATE_FAILED, "Failed to operate the dst memory at offset %ld, error-code %d", dst_offset, ret);
return ACL_ERROR_GE_MEMORY_OPERATE_FAILED;
} }
} }
} }
@@ -273,13 +273,19 @@ Status TransFormatFromFracNzToNd(const TransArgs &args, TransResult &result, con
} // namespace } // namespace


Status FormatTransferFractalNz::TransFormat(const TransArgs &args, TransResult &result) { Status FormatTransferFractalNz::TransFormat(const TransArgs &args, TransResult &result) {
if (!IsDataTypeSupport(args.src_data_type) || !CheckShape(args.src_format, args.src_shape) ||
!IsShapeValid(args.dst_shape)) {
GELOGE(PARAM_INVALID, "Trans format from %s to %s, src shape %s, dst shape %s, data type %s is not supported",
if (!IsDataTypeSupport(args.src_data_type)) {
GELOGE(ACL_ERROR_GE_DATATYPE_INVALID, "Trans format from %s to %s, src shape %s, dst shape %s, data type %s is not supported",
TypeUtils::FormatToSerialString(args.src_format).c_str(),
TypeUtils::FormatToSerialString(args.dst_format).c_str(), ShapeToString(args.src_shape).c_str(),
ShapeToString(args.dst_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str());
return ACL_ERROR_GE_DATATYPE_INVALID;
}
if (!CheckShape(args.src_format, args.src_shape) || !IsShapeValid(args.dst_shape)) {
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Trans format from %s to %s, src shape %s, dst shape %s, data type %s is not supported",
TypeUtils::FormatToSerialString(args.src_format).c_str(), TypeUtils::FormatToSerialString(args.src_format).c_str(),
TypeUtils::FormatToSerialString(args.dst_format).c_str(), ShapeToString(args.src_shape).c_str(), TypeUtils::FormatToSerialString(args.dst_format).c_str(), ShapeToString(args.src_shape).c_str(),
ShapeToString(args.dst_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str()); ShapeToString(args.dst_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str());
return PARAM_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }
GELOGD("Begin to trans format from %s to %s, src shape %s, dst shape %s, data type %s", GELOGD("Begin to trans format from %s to %s, src shape %s, dst shape %s, data type %s",
TypeUtils::FormatToSerialString(args.src_format).c_str(), TypeUtils::FormatToSerialString(args.src_format).c_str(),
@@ -292,7 +298,7 @@ Status FormatTransferFractalNz::TransFormat(const TransArgs &args, TransResult &
return ret; return ret;
} }
if (!IsTransShapeDstCorrect(args, expect_shape)) { if (!IsTransShapeDstCorrect(args, expect_shape)) {
return PARAM_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }
return TransFormatFromNdToFracNz(args, result, hw_shape); return TransFormatFromNdToFracNz(args, result, hw_shape);
} }
@@ -300,31 +306,38 @@ Status FormatTransferFractalNz::TransFormat(const TransArgs &args, TransResult &
Status FormatTransferFractalNz::TransShape(Format src_format, const ShapeVector &src_shape, DataType data_type, Status FormatTransferFractalNz::TransShape(Format src_format, const ShapeVector &src_shape, DataType data_type,
Format dst_format, ShapeVector &dst_shape) { Format dst_format, ShapeVector &dst_shape) {
if (!IsDataTypeSupport(data_type)) { if (!IsDataTypeSupport(data_type)) {
GELOGE(ACL_ERROR_GE_TRANSSHAPE_DATATYPE_INVALID,
GELOGE(ACL_ERROR_GE_DATATYPE_INVALID,
"Trans format from %s to %s, src shape %s, data type %s is not supported", "Trans format from %s to %s, src shape %s, data type %s is not supported",
TypeUtils::FormatToSerialString(src_format).c_str(), TypeUtils::FormatToSerialString(dst_format).c_str(), TypeUtils::FormatToSerialString(src_format).c_str(), TypeUtils::FormatToSerialString(dst_format).c_str(),
ShapeToString(src_shape).c_str(), TypeUtils::DataTypeToSerialString(data_type).c_str()); ShapeToString(src_shape).c_str(), TypeUtils::DataTypeToSerialString(data_type).c_str());
return ACL_ERROR_GE_TRANSSHAPE_DATATYPE_INVALID;
return ACL_ERROR_GE_DATATYPE_INVALID;
} }
if (!CheckShape(src_format, src_shape)) { if (!CheckShape(src_format, src_shape)) {
GELOGE(ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID,
GELOGE(ACL_ERROR_GE_SHAPE_INVALID,
"Trans format from %s to %s, src shape %s, data type %s is not supported", "Trans format from %s to %s, src shape %s, data type %s is not supported",
TypeUtils::FormatToSerialString(src_format).c_str(), TypeUtils::FormatToSerialString(dst_format).c_str(), TypeUtils::FormatToSerialString(src_format).c_str(), TypeUtils::FormatToSerialString(dst_format).c_str(),
ShapeToString(src_shape).c_str(), TypeUtils::DataTypeToSerialString(data_type).c_str()); ShapeToString(src_shape).c_str(), TypeUtils::DataTypeToSerialString(data_type).c_str());
return ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }
ShapeVector hw_shape; ShapeVector hw_shape;
return TransShapeToFracNz(src_shape, data_type, dst_shape, hw_shape); return TransShapeToFracNz(src_shape, data_type, dst_shape, hw_shape);
} }


Status FormatTransferFractalNzND::TransFormat(const TransArgs &args, TransResult &result) { Status FormatTransferFractalNzND::TransFormat(const TransArgs &args, TransResult &result) {
if (!IsDataTypeSupport(args.src_data_type) || !IsShapeValid(args.src_shape) ||
!CheckShape(args.dst_format, args.dst_shape)) {
GELOGE(PARAM_INVALID, "Trans format from %s to %s, src shape %s, dst shape %s, data type %s is not supported",
if (!IsDataTypeSupport(args.src_data_type)) {
GELOGE(ACL_ERROR_GE_DATATYPE_INVALID, "Trans format from %s to %s, src shape %s, dst shape %s, data type %s is not supported",
TypeUtils::FormatToSerialString(args.src_format).c_str(),
TypeUtils::FormatToSerialString(args.dst_format).c_str(), ShapeToString(args.src_shape).c_str(),
ShapeToString(args.dst_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str());
return ACL_ERROR_GE_DATATYPE_INVALID;
}

if (!IsShapeValid(args.src_shape) || !CheckShape(args.dst_format, args.dst_shape)) {
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Trans format from %s to %s, src shape %s, dst shape %s, data type %s is not supported",
TypeUtils::FormatToSerialString(args.src_format).c_str(), TypeUtils::FormatToSerialString(args.src_format).c_str(),
TypeUtils::FormatToSerialString(args.dst_format).c_str(), ShapeToString(args.src_shape).c_str(), TypeUtils::FormatToSerialString(args.dst_format).c_str(), ShapeToString(args.src_shape).c_str(),
ShapeToString(args.dst_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str()); ShapeToString(args.dst_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str());
return PARAM_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }
GELOGD("Begin to trans format from %s to %s, src shape %s, dst shape %s, data type %s", GELOGD("Begin to trans format from %s to %s, src shape %s, dst shape %s, data type %s",
TypeUtils::FormatToSerialString(args.src_format).c_str(), TypeUtils::FormatToSerialString(args.src_format).c_str(),
@@ -332,8 +345,9 @@ Status FormatTransferFractalNzND::TransFormat(const TransArgs &args, TransResult
ShapeToString(args.dst_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str()); ShapeToString(args.dst_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str());


ShapeVector hw_shape; ShapeVector hw_shape;
if (CheckShapeRelation(args, hw_shape) != SUCCESS) {
return PARAM_INVALID;
Status ret = CheckShapeRelation(args, hw_shape);
if (ret != SUCCESS) {
return ret;
} }
return TransFormatFromFracNzToNd(args, result, hw_shape); return TransFormatFromFracNzToNd(args, result, hw_shape);
} }
@@ -342,7 +356,7 @@ Status FormatTransferFractalNzND::TransShape(Format src_format, const ShapeVecto
Format dst_format, ShapeVector &dst_shape) { Format dst_format, ShapeVector &dst_shape) {
GELOGD("The shape derivation from %s to %s is not unique. Trans shape is not supported", GELOGD("The shape derivation from %s to %s is not unique. Trans shape is not supported",
TypeUtils::FormatToSerialString(src_format).c_str(), TypeUtils::FormatToSerialString(dst_format).c_str()); TypeUtils::FormatToSerialString(src_format).c_str(), TypeUtils::FormatToSerialString(dst_format).c_str());
return ACL_ERROR_GE_TRANSSHAPE_FORMAT_INVALID;
return ACL_ERROR_GE_FORMAT_INVALID;
} }


REGISTER_FORMAT_TRANSFER(FormatTransferFractalNz, FORMAT_ND, FORMAT_FRACTAL_NZ) REGISTER_FORMAT_TRANSFER(FormatTransferFractalNz, FORMAT_ND, FORMAT_FRACTAL_NZ)


+ 28
- 28
ge/common/formats/format_transfers/format_transfer_fractal_z.cc View File

@@ -42,7 +42,7 @@ Status CheckDataTypeSupport(DataType data_type) { return GetSizeByDataType(data_
Status TransShapeToFz(int64_t n, int64_t c, int64_t h, int64_t w, DataType data_type, std::vector<int64_t> &dst_shape) { Status TransShapeToFz(int64_t n, int64_t c, int64_t h, int64_t w, DataType data_type, std::vector<int64_t> &dst_shape) {
auto c0 = GetCubeSizeByDataType(data_type); auto c0 = GetCubeSizeByDataType(data_type);
if (c0 < 0) { if (c0 < 0) {
return ACL_ERROR_GE_TRANSSHAPE_DATATYPE_INVALID;
return ACL_ERROR_GE_DATATYPE_INVALID;
} }


auto c1 = Ceil(c, c0); auto c1 = Ceil(c, c0);
@@ -54,16 +54,16 @@ Status TransShapeToFz(int64_t n, int64_t c, int64_t h, int64_t w, DataType data_
dst_shape.push_back(kNiSize); dst_shape.push_back(kNiSize);
dst_shape.push_back(c0); dst_shape.push_back(c0);
if (!IsShapeValid(dst_shape)) { if (!IsShapeValid(dst_shape)) {
GELOGE(ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID, "Failed to check dst shape %s",
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Failed to check dst shape %s",
ShapeToString(dst_shape).c_str()); ShapeToString(dst_shape).c_str());
return ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }
return SUCCESS; return SUCCESS;
} }


Status TransShapeNchwToFz(const std::vector<int64_t> &src_shape, DataType data_type, std::vector<int64_t> &dst_shape) { Status TransShapeNchwToFz(const std::vector<int64_t> &src_shape, DataType data_type, std::vector<int64_t> &dst_shape) {
if (!CheckShapeValid(src_shape, kNchwDimsNum)) { if (!CheckShapeValid(src_shape, kNchwDimsNum)) {
return ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }


auto n = src_shape.at(kNchwN); auto n = src_shape.at(kNchwN);
@@ -75,7 +75,7 @@ Status TransShapeNchwToFz(const std::vector<int64_t> &src_shape, DataType data_t


Status TransShapeHwcnToFz(const std::vector<int64_t> &src_shape, DataType data_type, std::vector<int64_t> &dst_shape) { Status TransShapeHwcnToFz(const std::vector<int64_t> &src_shape, DataType data_type, std::vector<int64_t> &dst_shape) {
if (!CheckShapeValid(src_shape, kHwcnDimsNum)) { if (!CheckShapeValid(src_shape, kHwcnDimsNum)) {
return ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }


auto h = src_shape.at(kHwcnH); auto h = src_shape.at(kHwcnH);
@@ -88,7 +88,7 @@ Status TransShapeHwcnToFz(const std::vector<int64_t> &src_shape, DataType data_t


Status TransShapeNhwcToFz(const std::vector<int64_t> &src_shape, DataType data_type, std::vector<int64_t> &dst_shape) { Status TransShapeNhwcToFz(const std::vector<int64_t> &src_shape, DataType data_type, std::vector<int64_t> &dst_shape) {
if (!CheckShapeValid(src_shape, kNhwcDimsNum)) { if (!CheckShapeValid(src_shape, kNhwcDimsNum)) {
return ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }


auto n = src_shape.at(kNhwcN); auto n = src_shape.at(kNhwcN);
@@ -127,10 +127,10 @@ Status TransFormatFromNchwToFz(const TransArgs &args, TransResult &result) {
std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[dst_size], std::default_delete<uint8_t[]>()); std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[dst_size], std::default_delete<uint8_t[]>());
GE_CHK_BOOL_TRUE_EXEC_WITH_LOG( GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(
dst == nullptr, dst == nullptr,
GELOGE(OUT_OF_MEMORY, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld",
GELOGE(ACL_ERROR_GE_MEMORY_ALLOCATION, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld",
TypeUtils::FormatToSerialString(args.src_format).c_str(), TypeUtils::FormatToSerialString(args.src_format).c_str(),
TypeUtils::FormatToSerialString(args.dst_format).c_str(), dst_size); TypeUtils::FormatToSerialString(args.dst_format).c_str(), dst_size);
return OUT_OF_MEMORY;);
return ACL_ERROR_GE_MEMORY_ALLOCATION;);


for (int64_t vfi = 0; vfi < vf_cnt; vfi++) { for (int64_t vfi = 0; vfi < vf_cnt; vfi++) {
// vertical fractal matrix base index // vertical fractal matrix base index
@@ -163,8 +163,8 @@ Status TransFormatFromNchwToFz(const TransArgs &args, TransResult &result) {
if (protected_size < size) { if (protected_size < size) {
std::string error = "Failed to operate the dst memory, protected_size is " + std::string error = "Failed to operate the dst memory, protected_size is " +
FmtToStr(protected_size) + " and size is " + FmtToStr(size); FmtToStr(protected_size) + " and size is " + FmtToStr(size);
GE_ERRORLOG_AND_ERRORMSG(INTERNAL_ERROR, error.c_str());
return INTERNAL_ERROR;
GE_ERRORLOG_AND_ERRORMSG(ACL_ERROR_GE_PARAM_INVALID, error.c_str());
return ACL_ERROR_GE_PARAM_INVALID;
} }
char *dst_data = reinterpret_cast<char *>(dst.get() + offset); char *dst_data = reinterpret_cast<char *>(dst.get() + offset);
const char *src_data = reinterpret_cast<const char *>(args.data + src_offset * size); const char *src_data = reinterpret_cast<const char *>(args.data + src_offset * size);
@@ -173,9 +173,9 @@ Status TransFormatFromNchwToFz(const TransArgs &args, TransResult &result) {
} }
} }
if (ret != EOK) { if (ret != EOK) {
GELOGE(INTERNAL_ERROR, "Failed to operate the dst memory at offset %ld, error-code %d pad mode %d", offset,
GELOGE(ACL_ERROR_GE_MEMORY_OPERATE_FAILED, "Failed to operate the dst memory at offset %ld, error-code %d pad mode %d", offset,
ret, need_pad_zero); ret, need_pad_zero);
return INTERNAL_ERROR;
return ACL_ERROR_GE_MEMORY_OPERATE_FAILED;
} }
} }
} }
@@ -213,10 +213,10 @@ Status TransFormatHwcnToFz(const TransArgs &args, TransResult &result) {
std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[dst_size], std::default_delete<uint8_t[]>()); std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[dst_size], std::default_delete<uint8_t[]>());
GE_CHK_BOOL_TRUE_EXEC_WITH_LOG( GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(
dst == nullptr, dst == nullptr,
GELOGE(OUT_OF_MEMORY, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld",
GELOGE(ACL_ERROR_GE_MEMORY_ALLOCATION, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld",
TypeUtils::FormatToSerialString(args.src_format).c_str(), TypeUtils::FormatToSerialString(args.src_format).c_str(),
TypeUtils::FormatToSerialString(args.dst_format).c_str(), dst_size); TypeUtils::FormatToSerialString(args.dst_format).c_str(), dst_size);
return OUT_OF_MEMORY;);
return ACL_ERROR_GE_MEMORY_ALLOCATION;);


for (int64_t c1i = 0; c1i < c1; c1i++) { for (int64_t c1i = 0; c1i < c1; c1i++) {
for (int64_t hi = 0; hi < h; hi++) { for (int64_t hi = 0; hi < h; hi++) {
@@ -235,9 +235,9 @@ Status TransFormatHwcnToFz(const TransArgs &args, TransResult &result) {
static_cast<size_t>(data_size)); static_cast<size_t>(data_size));
} else { } else {
if (protected_size < data_size) { if (protected_size < data_size) {
GELOGE(INTERNAL_ERROR, "Failed to operate the dst memory, protected_size is %ld and size is %ld",
GELOGE(ACL_ERROR_GE_PARAM_INVALID, "Failed to operate the dst memory, protected_size is %ld and size is %ld",
protected_size, data_size); protected_size, data_size);
return INTERNAL_ERROR;
return ACL_ERROR_GE_PARAM_INVALID;
} }
int64_t src_idx = hi * wcn + wi * cn + (c1i * c0 + c0i) * n + n1n0i; int64_t src_idx = hi * wcn + wi * cn + (c1i * c0 + c0i) * n + n1n0i;
char *dst_data = reinterpret_cast<char *>(dst.get() + dst_offset); char *dst_data = reinterpret_cast<char *>(dst.get() + dst_offset);
@@ -247,9 +247,9 @@ Status TransFormatHwcnToFz(const TransArgs &args, TransResult &result) {
} }
} }
if (ret != EOK) { if (ret != EOK) {
GELOGE(INTERNAL_ERROR, "Failed to operate the dst memory at offset %ld, error-code %d, pad mode %d",
GELOGE(ACL_ERROR_GE_MEMORY_OPERATE_FAILED, "Failed to operate the dst memory at offset %ld, error-code %d, pad mode %d",
dst_offset, ret, pad_zero); dst_offset, ret, pad_zero);
return INTERNAL_ERROR;
return ACL_ERROR_GE_MEMORY_OPERATE_FAILED;
} }
} }
} }
@@ -288,10 +288,10 @@ Status TransFormatNhwcToFz(const TransArgs &args, TransResult &result) {
std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[dst_size], std::default_delete<uint8_t[]>()); std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[dst_size], std::default_delete<uint8_t[]>());
GE_CHK_BOOL_TRUE_EXEC_WITH_LOG( GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(
dst == nullptr, dst == nullptr,
GELOGE(OUT_OF_MEMORY, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld",
GELOGE(ACL_ERROR_GE_MEMORY_ALLOCATION, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld",
TypeUtils::FormatToSerialString(args.src_format).c_str(), TypeUtils::FormatToSerialString(args.src_format).c_str(),
TypeUtils::FormatToSerialString(args.dst_format).c_str(), dst_size); TypeUtils::FormatToSerialString(args.dst_format).c_str(), dst_size);
return OUT_OF_MEMORY;);
return ACL_ERROR_GE_MEMORY_ALLOCATION;);


for (int64_t c1i = 0; c1i < c1; c1i++) { for (int64_t c1i = 0; c1i < c1; c1i++) {
for (int64_t hi = 0; hi < h; hi++) { for (int64_t hi = 0; hi < h; hi++) {
@@ -310,9 +310,9 @@ Status TransFormatNhwcToFz(const TransArgs &args, TransResult &result) {
static_cast<size_t>(data_size)); static_cast<size_t>(data_size));
} else { } else {
if (protected_size < data_size) { if (protected_size < data_size) {
GELOGE(INTERNAL_ERROR, "Failed to operate the dst memory, protected_size is %ld and size is %ld",
GELOGE(ACL_ERROR_GE_PARAM_INVALID, "Failed to operate the dst memory, protected_size is %ld and size is %ld",
protected_size, data_size); protected_size, data_size);
return INTERNAL_ERROR;
return ACL_ERROR_GE_PARAM_INVALID;
} }
int64_t src_idx = n1n0i * hwc + hi * wc + wi * c + (c1i * c0 + c0i); int64_t src_idx = n1n0i * hwc + hi * wc + wi * c + (c1i * c0 + c0i);
char *dst_data = reinterpret_cast<char *>(dst.get() + dst_offset); char *dst_data = reinterpret_cast<char *>(dst.get() + dst_offset);
@@ -322,9 +322,9 @@ Status TransFormatNhwcToFz(const TransArgs &args, TransResult &result) {
} }
} }
if (ret != EOK) { if (ret != EOK) {
GELOGE(INTERNAL_ERROR, "Failed to operate the dst memory at offset %ld, error-code %d, pad mode %d",
GELOGE(ACL_ERROR_GE_MEMORY_OPERATE_FAILED, "Failed to operate the dst memory at offset %ld, error-code %d, pad mode %d",
dst_offset, ret, pad_zero); dst_offset, ret, pad_zero);
return INTERNAL_ERROR;
return ACL_ERROR_GE_MEMORY_OPERATE_FAILED;
} }
} }
} }
@@ -349,7 +349,7 @@ Status FormatTransferFractalZ::TransFormat(const TransArgs &args, TransResult &r
return ret; return ret;
} }
if (!IsTransShapeDstCorrect(args, expect_shape)) { if (!IsTransShapeDstCorrect(args, expect_shape)) {
return PARAM_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }


if (args.src_format == FORMAT_NHWC && args.dst_format == FORMAT_FRACTAL_Z) { if (args.src_format == FORMAT_NHWC && args.dst_format == FORMAT_FRACTAL_Z) {
@@ -364,13 +364,13 @@ Status FormatTransferFractalZ::TransFormat(const TransArgs &args, TransResult &r
return TransFormatFromNchwToFz(args, result); return TransFormatFromNchwToFz(args, result);
} }


return UNSUPPORTED;
return ACL_ERROR_GE_FORMAT_INVALID;
} }


Status FormatTransferFractalZ::TransShape(Format src_format, const std::vector<int64_t> &src_shape, DataType data_type, Status FormatTransferFractalZ::TransShape(Format src_format, const std::vector<int64_t> &src_shape, DataType data_type,
Format dst_format, std::vector<int64_t> &dst_shape) { Format dst_format, std::vector<int64_t> &dst_shape) {
if (CheckDataTypeSupport(data_type) != SUCCESS) { if (CheckDataTypeSupport(data_type) != SUCCESS) {
return ACL_ERROR_GE_TRANSSHAPE_DATATYPE_INVALID;
return ACL_ERROR_GE_DATATYPE_INVALID;
} }


if (src_format == FORMAT_NHWC && dst_format == FORMAT_FRACTAL_Z) { if (src_format == FORMAT_NHWC && dst_format == FORMAT_FRACTAL_Z) {
@@ -383,7 +383,7 @@ Status FormatTransferFractalZ::TransShape(Format src_format, const std::vector<i
return TransShapeNchwToFz(src_shape, data_type, dst_shape); return TransShapeNchwToFz(src_shape, data_type, dst_shape);
} }


return ACL_ERROR_GE_TRANSSHAPE_FORMAT_INVALID;
return ACL_ERROR_GE_FORMAT_INVALID;
} }


REGISTER_FORMAT_TRANSFER(FormatTransferFractalZ, FORMAT_NCHW, FORMAT_FRACTAL_Z) REGISTER_FORMAT_TRANSFER(FormatTransferFractalZ, FORMAT_NCHW, FORMAT_FRACTAL_Z)


+ 49
- 35
ge/common/formats/format_transfers/format_transfer_fractal_zz.cc View File

@@ -86,9 +86,9 @@ Status TransShapeToFracZz(const ShapeVector &src_shape, DataType data_type, Shap
hw_shape.push_back(DIM_DEFAULT_VALUE); hw_shape.push_back(DIM_DEFAULT_VALUE);
hw_shape.push_back(src_shape[kNdDimIndexN]); hw_shape.push_back(src_shape[kNdDimIndexN]);
if (!IsShapeValid(dst_shape)) { if (!IsShapeValid(dst_shape)) {
GELOGE(ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID, "Failed to check dst shape %s",
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Failed to check dst shape %s",
ShapeToString(dst_shape).c_str()); ShapeToString(dst_shape).c_str());
return ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }
return SUCCESS; return SUCCESS;
default: default:
@@ -106,9 +106,9 @@ Status TransShapeToFracZz(const ShapeVector &src_shape, DataType data_type, Shap
hw_shape.push_back(src_shape[size - kNdDimCountBackwardsWH]); hw_shape.push_back(src_shape[size - kNdDimCountBackwardsWH]);
hw_shape.push_back(src_shape[size - kNdDimCountBackwardsW]); hw_shape.push_back(src_shape[size - kNdDimCountBackwardsW]);
if (!IsShapeValid(dst_shape)) { if (!IsShapeValid(dst_shape)) {
GELOGE(ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID, "Failed to check dst shape %s",
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Failed to check dst shape %s",
ShapeToString(dst_shape).c_str()); ShapeToString(dst_shape).c_str());
return ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }
return SUCCESS; return SUCCESS;
} }
@@ -118,14 +118,14 @@ Status CheckShapeRelation(const TransArgs &args, ShapeVector &hw_shape) {
ShapeVector expect_src_shape; ShapeVector expect_src_shape;
auto ret = TransShapeToFracZz(args.dst_shape, args.src_data_type, expect_src_shape, hw_shape); auto ret = TransShapeToFracZz(args.dst_shape, args.src_data_type, expect_src_shape, hw_shape);
if (ret != SUCCESS) { if (ret != SUCCESS) {
GELOGE(INTERNAL_ERROR, "Trans shape from %s to %s, shape %s to %s, data type %s failed",
GELOGE(ret, "Trans shape from %s to %s, shape %s to %s, data type %s failed",
TypeUtils::FormatToSerialString(args.dst_format).c_str(), TypeUtils::FormatToSerialString(args.dst_format).c_str(),
TypeUtils::FormatToSerialString(args.src_format).c_str(), ShapeToString(args.dst_shape).c_str(), TypeUtils::FormatToSerialString(args.src_format).c_str(), ShapeToString(args.dst_shape).c_str(),
ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str()); ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str());
return INTERNAL_ERROR;
return ret;
} }
if (!IsTransShapeSrcCorrect(args, expect_src_shape)) { if (!IsTransShapeSrcCorrect(args, expect_src_shape)) {
return PARAM_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }
return SUCCESS; return SUCCESS;
} }
@@ -140,10 +140,10 @@ Status TransFormatFromNdToFracZz(const TransArgs &args, TransResult &result, con


std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[dst_size](), std::default_delete<uint8_t[]>()); std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[dst_size](), std::default_delete<uint8_t[]>());
if (dst == nullptr) { if (dst == nullptr) {
GELOGE(OUT_OF_MEMORY, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld",
GELOGE(ACL_ERROR_GE_MEMORY_ALLOCATION, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld",
TypeUtils::FormatToSerialString(args.src_format).c_str(), TypeUtils::FormatToSerialString(args.src_format).c_str(),
TypeUtils::FormatToSerialString(args.dst_format).c_str(), dst_size); TypeUtils::FormatToSerialString(args.dst_format).c_str(), dst_size);
return OUT_OF_MEMORY;
return ACL_ERROR_GE_MEMORY_ALLOCATION;
} }
// The src&dst_shape can be written as times*H*W & times*H1*W1*H0*W0, respectively. dst_shape_size >= kDimNum4D // The src&dst_shape can be written as times*H*W & times*H1*W1*H0*W0, respectively. dst_shape_size >= kDimNum4D
auto times = hw_shape.at(kNdDimIndexN); auto times = hw_shape.at(kNdDimIndexN);
@@ -179,8 +179,8 @@ Status TransFormatFromNdToFracZz(const TransArgs &args, TransResult &result, con
auto ret = memcpy_s(dst.get() + dst_offset, static_cast<size_t>(protected_size), args.data + src_offset, auto ret = memcpy_s(dst.get() + dst_offset, static_cast<size_t>(protected_size), args.data + src_offset,
static_cast<size_t>(size * w0)); static_cast<size_t>(size * w0));
if (ret != EOK) { if (ret != EOK) {
GELOGE(INTERNAL_ERROR, "Failed to operate the dst memory at offset %ld, error-code %d", dst_offset, ret);
return INTERNAL_ERROR;
GELOGE(ACL_ERROR_GE_MEMORY_OPERATE_FAILED, "Failed to operate the dst memory at offset %ld, error-code %d", dst_offset, ret);
return ACL_ERROR_GE_MEMORY_OPERATE_FAILED;
} }
} }
auto w1_head = num_w1 * w0; auto w1_head = num_w1 * w0;
@@ -195,8 +195,8 @@ Status TransFormatFromNdToFracZz(const TransArgs &args, TransResult &result, con
auto ret = memcpy_s(dst.get() + dst_offset, static_cast<size_t>(protected_size), args.data + src_offset, auto ret = memcpy_s(dst.get() + dst_offset, static_cast<size_t>(protected_size), args.data + src_offset,
static_cast<size_t>(size)); static_cast<size_t>(size));
if (ret != EOK) { if (ret != EOK) {
GELOGE(INTERNAL_ERROR, "Failed to operate the dst memory at offset %ld, error-code %d", dst_offset, ret);
return INTERNAL_ERROR;
GELOGE(ACL_ERROR_GE_MEMORY_OPERATE_FAILED, "Failed to operate the dst memory at offset %ld, error-code %d", dst_offset, ret);
return ACL_ERROR_GE_MEMORY_OPERATE_FAILED;
} }
} }
} }
@@ -217,10 +217,10 @@ Status TransFormatFromFracZzToNd(const TransArgs &args, TransResult &result, con


std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[dst_size](), std::default_delete<uint8_t[]>()); std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[dst_size](), std::default_delete<uint8_t[]>());
if (dst == nullptr) { if (dst == nullptr) {
GELOGE(OUT_OF_MEMORY, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld",
GELOGE(ACL_ERROR_GE_MEMORY_ALLOCATION, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld",
TypeUtils::FormatToSerialString(args.src_format).c_str(), TypeUtils::FormatToSerialString(args.src_format).c_str(),
TypeUtils::FormatToSerialString(args.dst_format).c_str(), dst_size); TypeUtils::FormatToSerialString(args.dst_format).c_str(), dst_size);
return OUT_OF_MEMORY;
return ACL_ERROR_GE_MEMORY_ALLOCATION;
} }


// The src&dst_shape can be written as times*H*W & times*H1*W1*H0*W0, respectively. dst_shape_size >= kDimNum4D // The src&dst_shape can be written as times*H*W & times*H1*W1*H0*W0, respectively. dst_shape_size >= kDimNum4D
@@ -257,8 +257,8 @@ Status TransFormatFromFracZzToNd(const TransArgs &args, TransResult &result, con
auto ret = memcpy_s(dst.get() + dst_offset, static_cast<size_t>(protected_size), args.data + src_offset, auto ret = memcpy_s(dst.get() + dst_offset, static_cast<size_t>(protected_size), args.data + src_offset,
static_cast<size_t>(size * w0)); static_cast<size_t>(size * w0));
if (ret != EOK) { if (ret != EOK) {
GELOGE(INTERNAL_ERROR, "Failed to operate the dst memory at offset %ld, error-code %d", dst_offset, ret);
return INTERNAL_ERROR;
GELOGE(ACL_ERROR_GE_MEMORY_OPERATE_FAILED, "Failed to operate the dst memory at offset %ld, error-code %d", dst_offset, ret);
return ACL_ERROR_GE_MEMORY_OPERATE_FAILED;
} }
} }
auto w1_head = num_w1 * w0; auto w1_head = num_w1 * w0;
@@ -273,8 +273,8 @@ Status TransFormatFromFracZzToNd(const TransArgs &args, TransResult &result, con
auto ret = memcpy_s(dst.get() + dst_offset, static_cast<size_t>(protected_size), args.data + src_offset, auto ret = memcpy_s(dst.get() + dst_offset, static_cast<size_t>(protected_size), args.data + src_offset,
static_cast<size_t>(size)); static_cast<size_t>(size));
if (ret != EOK) { if (ret != EOK) {
GELOGE(INTERNAL_ERROR, "Failed to operate the dst memory at offset %ld, error-code %d", dst_offset, ret);
return INTERNAL_ERROR;
GELOGE(ACL_ERROR_GE_MEMORY_OPERATE_FAILED, "Failed to operate the dst memory at offset %ld, error-code %d", dst_offset, ret);
return ACL_ERROR_GE_MEMORY_OPERATE_FAILED;
} }
} }
} }
@@ -287,13 +287,19 @@ Status TransFormatFromFracZzToNd(const TransArgs &args, TransResult &result, con
} // namespace } // namespace


Status FormatTransferFractalZz::TransFormat(const TransArgs &args, TransResult &result) { Status FormatTransferFractalZz::TransFormat(const TransArgs &args, TransResult &result) {
if (!IsDataTypeSupport(args.src_data_type) || !CheckShape(args.src_format, args.src_shape) ||
!IsShapeValid(args.dst_shape)) {
GELOGE(PARAM_INVALID, "Not support trans format from %s to %s, src shape %s, dst shape %s, data type %s",
if (!IsDataTypeSupport(args.src_data_type)) {
GELOGE(ACL_ERROR_GE_DATATYPE_INVALID, "Not support trans format from %s to %s, src shape %s, dst shape %s, data type %s",
TypeUtils::FormatToSerialString(args.src_format).c_str(),
TypeUtils::FormatToSerialString(args.dst_format).c_str(), ShapeToString(args.src_shape).c_str(),
ShapeToString(args.dst_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str());
return ACL_ERROR_GE_DATATYPE_INVALID;
}
if (!CheckShape(args.src_format, args.src_shape) || !IsShapeValid(args.dst_shape)) {
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Not support trans format from %s to %s, src shape %s, dst shape %s, data type %s",
TypeUtils::FormatToSerialString(args.src_format).c_str(), TypeUtils::FormatToSerialString(args.src_format).c_str(),
TypeUtils::FormatToSerialString(args.dst_format).c_str(), ShapeToString(args.src_shape).c_str(), TypeUtils::FormatToSerialString(args.dst_format).c_str(), ShapeToString(args.src_shape).c_str(),
ShapeToString(args.dst_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str()); ShapeToString(args.dst_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str());
return PARAM_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }
GELOGD("Begin to trans format from %s to %s, src shape %s, dst shape %s, data type %s", GELOGD("Begin to trans format from %s to %s, src shape %s, dst shape %s, data type %s",
TypeUtils::FormatToSerialString(args.src_format).c_str(), TypeUtils::FormatToSerialString(args.src_format).c_str(),
@@ -306,7 +312,7 @@ Status FormatTransferFractalZz::TransFormat(const TransArgs &args, TransResult &
return ret; return ret;
} }
if (!IsTransShapeDstCorrect(args, expect_shape)) { if (!IsTransShapeDstCorrect(args, expect_shape)) {
return PARAM_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }
return TransFormatFromNdToFracZz(args, result, hw_shape); return TransFormatFromNdToFracZz(args, result, hw_shape);
} }
@@ -314,31 +320,38 @@ Status FormatTransferFractalZz::TransFormat(const TransArgs &args, TransResult &
Status FormatTransferFractalZz::TransShape(Format src_format, const ShapeVector &src_shape, DataType data_type, Status FormatTransferFractalZz::TransShape(Format src_format, const ShapeVector &src_shape, DataType data_type,
Format dst_format, ShapeVector &dst_shape) { Format dst_format, ShapeVector &dst_shape) {
if (!IsDataTypeSupport(data_type)) { if (!IsDataTypeSupport(data_type)) {
GELOGE(ACL_ERROR_GE_TRANSSHAPE_DATATYPE_INVALID,
GELOGE(ACL_ERROR_GE_DATATYPE_INVALID,
"Not support trans format from %s to %s, src shape %s, data type %s", "Not support trans format from %s to %s, src shape %s, data type %s",
TypeUtils::FormatToSerialString(src_format).c_str(), TypeUtils::FormatToSerialString(dst_format).c_str(), TypeUtils::FormatToSerialString(src_format).c_str(), TypeUtils::FormatToSerialString(dst_format).c_str(),
ShapeToString(src_shape).c_str(), TypeUtils::DataTypeToSerialString(data_type).c_str()); ShapeToString(src_shape).c_str(), TypeUtils::DataTypeToSerialString(data_type).c_str());
return ACL_ERROR_GE_TRANSSHAPE_DATATYPE_INVALID;
return ACL_ERROR_GE_DATATYPE_INVALID;
} }
if (!CheckShape(src_format, src_shape)) { if (!CheckShape(src_format, src_shape)) {
GELOGE(ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID,
GELOGE(ACL_ERROR_GE_SHAPE_INVALID,
"Not support trans format from %s to %s, src shape %s, data type %s", "Not support trans format from %s to %s, src shape %s, data type %s",
TypeUtils::FormatToSerialString(src_format).c_str(), TypeUtils::FormatToSerialString(dst_format).c_str(), TypeUtils::FormatToSerialString(src_format).c_str(), TypeUtils::FormatToSerialString(dst_format).c_str(),
ShapeToString(src_shape).c_str(), TypeUtils::DataTypeToSerialString(data_type).c_str()); ShapeToString(src_shape).c_str(), TypeUtils::DataTypeToSerialString(data_type).c_str());
return ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }
ShapeVector hw_shape; ShapeVector hw_shape;
return TransShapeToFracZz(src_shape, data_type, dst_shape, hw_shape); return TransShapeToFracZz(src_shape, data_type, dst_shape, hw_shape);
} }


Status FormatTransferFractalZzND::TransFormat(const TransArgs &args, TransResult &result) { Status FormatTransferFractalZzND::TransFormat(const TransArgs &args, TransResult &result) {
if (!IsDataTypeSupport(args.src_data_type) || !IsShapeValid(args.src_shape) ||
!CheckShape(args.dst_format, args.dst_shape)) {
GELOGE(PARAM_INVALID, "Not support trans format from %s to %s, src shape %s, dst shape %s, data type %s",
if (!IsDataTypeSupport(args.src_data_type)) {
GELOGE(ACL_ERROR_GE_DATATYPE_INVALID, "Not support trans format from %s to %s, src shape %s, dst shape %s, data type %s",
TypeUtils::FormatToSerialString(args.src_format).c_str(),
TypeUtils::FormatToSerialString(args.dst_format).c_str(), ShapeToString(args.src_shape).c_str(),
ShapeToString(args.dst_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str());
return ACL_ERROR_GE_DATATYPE_INVALID;
}

if (!IsShapeValid(args.src_shape) || !CheckShape(args.dst_format, args.dst_shape)) {
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Not support trans format from %s to %s, src shape %s, dst shape %s, data type %s",
TypeUtils::FormatToSerialString(args.src_format).c_str(), TypeUtils::FormatToSerialString(args.src_format).c_str(),
TypeUtils::FormatToSerialString(args.dst_format).c_str(), ShapeToString(args.src_shape).c_str(), TypeUtils::FormatToSerialString(args.dst_format).c_str(), ShapeToString(args.src_shape).c_str(),
ShapeToString(args.dst_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str()); ShapeToString(args.dst_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str());
return PARAM_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }
GELOGD("Begin to trans format from %s to %s, src shape %s, dst shape %s, data type %s", GELOGD("Begin to trans format from %s to %s, src shape %s, dst shape %s, data type %s",
TypeUtils::FormatToSerialString(args.src_format).c_str(), TypeUtils::FormatToSerialString(args.src_format).c_str(),
@@ -346,8 +359,9 @@ Status FormatTransferFractalZzND::TransFormat(const TransArgs &args, TransResult
ShapeToString(args.dst_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str()); ShapeToString(args.dst_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str());


ShapeVector hw_shape; ShapeVector hw_shape;
if (CheckShapeRelation(args, hw_shape) != SUCCESS) {
return PARAM_INVALID;
Status ret = CheckShapeRelation(args, hw_shape);
if (ret != SUCCESS) {
return ret;
} }
return TransFormatFromFracZzToNd(args, result, hw_shape); return TransFormatFromFracZzToNd(args, result, hw_shape);
} }
@@ -356,7 +370,7 @@ Status FormatTransferFractalZzND::TransShape(Format src_format, const ShapeVecto
Format dst_format, ShapeVector &dst_shape) { Format dst_format, ShapeVector &dst_shape) {
GELOGD("The shape derivation from %s to %s is not unique. Trans shape is not supported", GELOGD("The shape derivation from %s to %s is not unique. Trans shape is not supported",
TypeUtils::FormatToSerialString(src_format).c_str(), TypeUtils::FormatToSerialString(dst_format).c_str()); TypeUtils::FormatToSerialString(src_format).c_str(), TypeUtils::FormatToSerialString(dst_format).c_str());
return ACL_ERROR_GE_TRANSSHAPE_FORMAT_INVALID;
return ACL_ERROR_GE_FORMAT_INVALID;
} }


REGISTER_FORMAT_TRANSFER(FormatTransferFractalZz, FORMAT_ND, FORMAT_FRACTAL_ZZ) REGISTER_FORMAT_TRANSFER(FormatTransferFractalZz, FORMAT_ND, FORMAT_FRACTAL_ZZ)


+ 25
- 23
ge/common/formats/format_transfers/format_transfer_fracz_hwcn.cc View File

@@ -37,25 +37,25 @@ Status CheckArgsForFracZToHwcn(const TransArgs &args) {
std::string error = "Dose not support trans format from " + std::string error = "Dose not support trans format from " +
FmtToStr(TypeUtils::FormatToSerialString(args.src_format)) + " to " + FmtToStr(TypeUtils::FormatToSerialString(args.src_format)) + " to " +
FmtToStr(TypeUtils::FormatToSerialString(args.dst_format)); FmtToStr(TypeUtils::FormatToSerialString(args.dst_format));
GE_ERRORLOG_AND_ERRORMSG(UNSUPPORTED, error.c_str());
return UNSUPPORTED;
GE_ERRORLOG_AND_ERRORMSG(ACL_ERROR_GE_FORMAT_INVALID, error.c_str());
return ACL_ERROR_GE_FORMAT_INVALID;
} }
if (!CheckDataTypeSupported(args.src_data_type)) { if (!CheckDataTypeSupported(args.src_data_type)) {
GELOGE(UNSUPPORTED, "Failed to trans shape from FORMAT_FRACTAL_Z to HWCN, invalid data type %s",
GELOGE(ACL_ERROR_GE_DATATYPE_INVALID, "Failed to trans shape from FORMAT_FRACTAL_Z to HWCN, invalid data type %s",
TypeUtils::DataTypeToSerialString(args.src_data_type).c_str()); TypeUtils::DataTypeToSerialString(args.src_data_type).c_str());
return UNSUPPORTED;
return ACL_ERROR_GE_DATATYPE_INVALID;
} }
if (!CheckShapeValid(src_shape, kFracZDimsNum)) { if (!CheckShapeValid(src_shape, kFracZDimsNum)) {
GELOGE(PARAM_INVALID, "Failed to check src shape %s", ShapeToString(src_shape).c_str());
return PARAM_INVALID;
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Failed to check src shape %s", ShapeToString(src_shape).c_str());
return ACL_ERROR_GE_SHAPE_INVALID;
} }
if (!CheckShapeValid(dst_shape, kHwcnDimsNum)) { if (!CheckShapeValid(dst_shape, kHwcnDimsNum)) {
GELOGE(PARAM_INVALID, "Failed to check dst shape %s", ShapeToString(dst_shape).c_str());
return PARAM_INVALID;
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Failed to check dst shape %s", ShapeToString(dst_shape).c_str());
return ACL_ERROR_GE_SHAPE_INVALID;
} }
int64_t c0 = GetCubeSizeByDataType(args.src_data_type); int64_t c0 = GetCubeSizeByDataType(args.src_data_type);
if (c0 < 0) { if (c0 < 0) {
return PARAM_INVALID;
return ACL_ERROR_GE_DATATYPE_INVALID;
} }
int64_t c1 = Ceil(dst_shape.at(kHwcnC), c0); int64_t c1 = Ceil(dst_shape.at(kHwcnC), c0);
int64_t n0 = Ceil(dst_shape.at(kHwcnN), static_cast<int64_t>(kNiSize)); int64_t n0 = Ceil(dst_shape.at(kHwcnN), static_cast<int64_t>(kNiSize));
@@ -64,8 +64,8 @@ Status CheckArgsForFracZToHwcn(const TransArgs &args) {
std::string error = "Failed to check relationship between src shape" + std::string error = "Failed to check relationship between src shape" +
FmtToStr(ShapeToString(src_shape)) + " and dst shape" + FmtToStr(ShapeToString(src_shape)) + " and dst shape" +
FmtToStr(ShapeToString(dst_shape)); FmtToStr(ShapeToString(dst_shape));
GE_ERRORLOG_AND_ERRORMSG(UNSUPPORTED, error.c_str());
return PARAM_INVALID;
GE_ERRORLOG_AND_ERRORMSG(ACL_ERROR_GE_SHAPE_INVALID, error.c_str());
return ACL_ERROR_GE_SHAPE_INVALID;
} }


return SUCCESS; return SUCCESS;
@@ -74,10 +74,10 @@ Status CheckArgsForFracZToHwcn(const TransArgs &args) {
Status GetDstDataAfterTrans(const TransArgs &args, TransResult &result, const int size, const int64_t total_size) { Status GetDstDataAfterTrans(const TransArgs &args, TransResult &result, const int size, const int64_t total_size) {
std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[total_size], std::default_delete<uint8_t[]>()); std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[total_size], std::default_delete<uint8_t[]>());
if (dst == nullptr) { if (dst == nullptr) {
GELOGE(OUT_OF_MEMORY, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld, shape %s",
GELOGE(ACL_ERROR_GE_MEMORY_ALLOCATION, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld, shape %s",
TypeUtils::FormatToSerialString(args.src_format).c_str(), TypeUtils::FormatToSerialString(args.src_format).c_str(),
TypeUtils::FormatToSerialString(args.dst_format).c_str(), total_size, ShapeToString(args.dst_shape).c_str()); TypeUtils::FormatToSerialString(args.dst_format).c_str(), total_size, ShapeToString(args.dst_shape).c_str());
return OUT_OF_MEMORY;
return ACL_ERROR_GE_MEMORY_ALLOCATION;
} }


auto n0 = args.src_shape.at(kFracZN0); auto n0 = args.src_shape.at(kFracZN0);
@@ -113,11 +113,11 @@ Status GetDstDataAfterTrans(const TransArgs &args, TransResult &result, const in
auto ret = memcpy_s(dst.get() + dst_offset, static_cast<size_t>(protected_size), args.data + src_offset, auto ret = memcpy_s(dst.get() + dst_offset, static_cast<size_t>(protected_size), args.data + src_offset,
static_cast<size_t>(size)); static_cast<size_t>(size));
if (ret != EOK) { if (ret != EOK) {
GELOGE(INTERNAL_ERROR,
GELOGE(ACL_ERROR_GE_MEMORY_OPERATE_FAILED,
"Failed to copy data from FracZ offset %ld to HWCN[%ld, %ld, %ld, %ld] " "Failed to copy data from FracZ offset %ld to HWCN[%ld, %ld, %ld, %ld] "
"offset %ld, err-code %d", "offset %ld, err-code %d",
src_offset, h_idx, w_idx, c_idx, n_idx, dst_offset, ret); src_offset, h_idx, w_idx, c_idx, n_idx, dst_offset, ret);
return INTERNAL_ERROR;
return ACL_ERROR_GE_MEMORY_OPERATE_FAILED;
} }
} }
} }
@@ -130,8 +130,9 @@ Status GetDstDataAfterTrans(const TransArgs &args, TransResult &result, const in
} // namespace } // namespace


Status FormatTransferFracZHwcn::TransFormat(const TransArgs &args, TransResult &result) { Status FormatTransferFracZHwcn::TransFormat(const TransArgs &args, TransResult &result) {
if (CheckArgsForFracZToHwcn(args) != SUCCESS) {
return PARAM_INVALID;
Status ret = CheckArgsForFracZToHwcn(args);
if (ret != SUCCESS) {
return ret;
} }
int size = GetSizeByDataType(args.src_data_type); int size = GetSizeByDataType(args.src_data_type);
auto total_size = GetItemNumByShape(args.dst_shape) * size; auto total_size = GetItemNumByShape(args.dst_shape) * size;
@@ -142,18 +143,19 @@ Status FormatTransferFracZHwcn::TransFormat(const TransArgs &args, TransResult &
return SUCCESS; return SUCCESS;
} }


GELOGE(INTERNAL_ERROR, "Get %ld total size from dst shape %s, src shape %s", total_size,
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Get %ld total size from dst shape %s, src shape %s", total_size,
ShapeToString(args.dst_shape).c_str(), ShapeToString(args.src_shape).c_str()); ShapeToString(args.dst_shape).c_str(), ShapeToString(args.src_shape).c_str());
return PARAM_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }
GELOGD("Begin to trans format from FracZ to HWCN, src shape %s, data type %s, dst shape %s, memory size %ld", GELOGD("Begin to trans format from FracZ to HWCN, src shape %s, data type %s, dst shape %s, memory size %ld",
ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str(), ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str(),
ShapeToString(args.dst_shape).c_str(), total_size); ShapeToString(args.dst_shape).c_str(), total_size);
if (GetDstDataAfterTrans(args, result, size, total_size) != SUCCESS) {
GELOGE(INTERNAL_ERROR, "Failed to get data after trans, src shape %s, data type %s, dst shape %s, memory size %ld",
ret = GetDstDataAfterTrans(args, result, size, total_size);
if (ret != SUCCESS) {
GELOGE(ret, "Failed to get data after trans, src shape %s, data type %s, dst shape %s, memory size %ld",
ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str(), ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str(),
ShapeToString(args.dst_shape).c_str(), total_size); ShapeToString(args.dst_shape).c_str(), total_size);
return INTERNAL_ERROR;
return ret;
} }
return SUCCESS; return SUCCESS;
} }
@@ -161,7 +163,7 @@ Status FormatTransferFracZHwcn::TransFormat(const TransArgs &args, TransResult &
Status FormatTransferFracZHwcn::TransShape(Format src_format, const std::vector<int64_t> &src_shape, DataType data_type, Status FormatTransferFracZHwcn::TransShape(Format src_format, const std::vector<int64_t> &src_shape, DataType data_type,
Format dst_format, std::vector<int64_t> &dst_shape) { Format dst_format, std::vector<int64_t> &dst_shape) {
GELOGD("The shape derivation from FracZ to HWCN is not unique. Trans shape in this direction is not supported"); GELOGD("The shape derivation from FracZ to HWCN is not unique. Trans shape in this direction is not supported");
return ACL_ERROR_GE_TRANSSHAPE_FORMAT_INVALID;
return ACL_ERROR_GE_FORMAT_INVALID;
} }


REGISTER_FORMAT_TRANSFER(FormatTransferFracZHwcn, FORMAT_FRACTAL_Z, FORMAT_HWCN) REGISTER_FORMAT_TRANSFER(FormatTransferFracZHwcn, FORMAT_FRACTAL_Z, FORMAT_HWCN)


+ 24
- 22
ge/common/formats/format_transfers/format_transfer_fracz_nchw.cc View File

@@ -38,32 +38,32 @@ Status CheckArgsForFracZToNchw(const TransArgs &args) {
FmtToStr(TypeUtils::FormatToSerialString(args.src_format)) + " to " + FmtToStr(TypeUtils::FormatToSerialString(args.src_format)) + " to " +
FmtToStr(TypeUtils::FormatToSerialString(args.dst_format)); FmtToStr(TypeUtils::FormatToSerialString(args.dst_format));
GE_ERRORLOG_AND_ERRORMSG(UNSUPPORTED, error.c_str()); GE_ERRORLOG_AND_ERRORMSG(UNSUPPORTED, error.c_str());
return UNSUPPORTED;
return ACL_ERROR_GE_FORMAT_INVALID;
} }
if (!CheckDataTypeSupported(args.src_data_type)) { if (!CheckDataTypeSupported(args.src_data_type)) {
GELOGE(UNSUPPORTED, "Failed to trans shape from FORMAT_FRACTAL_Z to NCHW, invalid data type %s",
GELOGE(ACL_ERROR_GE_DATATYPE_INVALID, "Failed to trans shape from FORMAT_FRACTAL_Z to NCHW, invalid data type %s",
TypeUtils::DataTypeToSerialString(args.src_data_type).c_str()); TypeUtils::DataTypeToSerialString(args.src_data_type).c_str());
return UNSUPPORTED;
return ACL_ERROR_GE_DATATYPE_INVALID;
} }
if (!CheckShapeValid(src_shape, kFracZDimsNum)) { if (!CheckShapeValid(src_shape, kFracZDimsNum)) {
GELOGE(PARAM_INVALID, "Failed to check src shape %s", ShapeToString(src_shape).c_str());
return PARAM_INVALID;
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Failed to check src shape %s", ShapeToString(src_shape).c_str());
return ACL_ERROR_GE_SHAPE_INVALID;
} }
if (!CheckShapeValid(dst_shape, kNchwDimsNum)) { if (!CheckShapeValid(dst_shape, kNchwDimsNum)) {
GELOGE(PARAM_INVALID, "Failed to check dst shape %s", ShapeToString(dst_shape).c_str());
return PARAM_INVALID;
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Failed to check dst shape %s", ShapeToString(dst_shape).c_str());
return ACL_ERROR_GE_SHAPE_INVALID;
} }
int64_t c0 = GetCubeSizeByDataType(args.src_data_type); int64_t c0 = GetCubeSizeByDataType(args.src_data_type);
if (c0 < 0) { if (c0 < 0) {
return PARAM_INVALID;
return ACL_ERROR_GE_DATATYPE_INVALID;
} }
int64_t c1 = Ceil(dst_shape.at(kNchwC), c0); int64_t c1 = Ceil(dst_shape.at(kNchwC), c0);
int64_t n0 = Ceil(dst_shape.at(kNchwN), static_cast<int64_t>(kNiSize)); int64_t n0 = Ceil(dst_shape.at(kNchwN), static_cast<int64_t>(kNiSize));
if (src_shape.at(kFracZHWC1) != dst_shape.at(kNchwH) * dst_shape.at(kNchwW) * c1 || src_shape.at(kFracZC0) != c0 || if (src_shape.at(kFracZHWC1) != dst_shape.at(kNchwH) * dst_shape.at(kNchwW) * c1 || src_shape.at(kFracZC0) != c0 ||
src_shape.at(kFracZNi) != kNiSize || src_shape.at(kFracZN0) != n0) { src_shape.at(kFracZNi) != kNiSize || src_shape.at(kFracZN0) != n0) {
GELOGE(PARAM_INVALID, "Failed to check relationship between src and dst shape, src shape %s, dst shape %s",
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Failed to check relationship between src and dst shape, src shape %s, dst shape %s",
ShapeToString(src_shape).c_str(), ShapeToString(dst_shape).c_str()); ShapeToString(src_shape).c_str(), ShapeToString(dst_shape).c_str());
return PARAM_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }


return SUCCESS; return SUCCESS;
@@ -72,10 +72,10 @@ Status CheckArgsForFracZToNchw(const TransArgs &args) {
Status GetDstDataAfterTrans(const TransArgs &args, TransResult &result, const int size, const int64_t total_size) { Status GetDstDataAfterTrans(const TransArgs &args, TransResult &result, const int size, const int64_t total_size) {
std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[total_size], std::default_delete<uint8_t[]>()); std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[total_size], std::default_delete<uint8_t[]>());
if (dst == nullptr) { if (dst == nullptr) {
GELOGE(OUT_OF_MEMORY, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld, shape %s",
GELOGE(ACL_ERROR_GE_MEMORY_ALLOCATION, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld, shape %s",
TypeUtils::FormatToSerialString(args.src_format).c_str(), TypeUtils::FormatToSerialString(args.src_format).c_str(),
TypeUtils::FormatToSerialString(args.dst_format).c_str(), total_size, ShapeToString(args.dst_shape).c_str()); TypeUtils::FormatToSerialString(args.dst_format).c_str(), total_size, ShapeToString(args.dst_shape).c_str());
return OUT_OF_MEMORY;
return ACL_ERROR_GE_MEMORY_ALLOCATION;
} }


auto n0 = args.src_shape.at(kFracZN0); auto n0 = args.src_shape.at(kFracZN0);
@@ -111,11 +111,11 @@ Status GetDstDataAfterTrans(const TransArgs &args, TransResult &result, const in
auto ret = memcpy_s(dst.get() + dst_offset, static_cast<size_t>(protected_size), args.data + src_offset, auto ret = memcpy_s(dst.get() + dst_offset, static_cast<size_t>(protected_size), args.data + src_offset,
static_cast<size_t>(size)); static_cast<size_t>(size));
if (ret != EOK) { if (ret != EOK) {
GELOGE(INTERNAL_ERROR,
GELOGE(ACL_ERROR_GE_MEMORY_OPERATE_FAILED,
"Failed to copy data from FracZ offset %ld to NCHW[%ld, %ld, %ld, %ld] offset %ld, " "Failed to copy data from FracZ offset %ld to NCHW[%ld, %ld, %ld, %ld] offset %ld, "
"err-code %d", "err-code %d",
src_offset, n_idx, c_idx, h_idx, w_idx, dst_offset, ret); src_offset, n_idx, c_idx, h_idx, w_idx, dst_offset, ret);
return INTERNAL_ERROR;
return ACL_ERROR_GE_MEMORY_OPERATE_FAILED;
} }
} }
} }
@@ -128,8 +128,9 @@ Status GetDstDataAfterTrans(const TransArgs &args, TransResult &result, const in
} // namespace } // namespace


Status FormatTransferFracZNchw::TransFormat(const TransArgs &args, TransResult &result) { Status FormatTransferFracZNchw::TransFormat(const TransArgs &args, TransResult &result) {
if (CheckArgsForFracZToNchw(args) != SUCCESS) {
return PARAM_INVALID;
Status ret = CheckArgsForFracZToNchw(args);
if (ret != SUCCESS) {
return ret;
} }
int size = GetSizeByDataType(args.src_data_type); int size = GetSizeByDataType(args.src_data_type);
auto total_size = GetItemNumByShape(args.dst_shape) * size; auto total_size = GetItemNumByShape(args.dst_shape) * size;
@@ -140,19 +141,20 @@ Status FormatTransferFracZNchw::TransFormat(const TransArgs &args, TransResult &
return SUCCESS; return SUCCESS;
} }


GELOGE(INTERNAL_ERROR, "Get %ld total size from dst shape %s, src shape %s", total_size,
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Get %ld total size from dst shape %s, src shape %s", total_size,
ShapeToString(args.dst_shape).c_str(), ShapeToString(args.src_shape).c_str()); ShapeToString(args.dst_shape).c_str(), ShapeToString(args.src_shape).c_str());
return PARAM_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }
GELOGD("Begin to trans format from FracZ to NCHW, src shape %s, data type %s, dst shape %s, memory size %ld", GELOGD("Begin to trans format from FracZ to NCHW, src shape %s, data type %s, dst shape %s, memory size %ld",
ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str(), ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str(),
ShapeToString(args.dst_shape).c_str(), total_size); ShapeToString(args.dst_shape).c_str(), total_size);


if (GetDstDataAfterTrans(args, result, size, total_size) != SUCCESS) {
GELOGE(INTERNAL_ERROR, "Failed to get data after trans, src shape %s, data type %s, dst shape %s, memory size %ld",
ret = GetDstDataAfterTrans(args, result, size, total_size);
if (ret != SUCCESS) {
GELOGE(ret, "Failed to get data after trans, src shape %s, data type %s, dst shape %s, memory size %ld",
ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str(), ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str(),
ShapeToString(args.dst_shape).c_str(), total_size); ShapeToString(args.dst_shape).c_str(), total_size);
return INTERNAL_ERROR;
return ret;
} }
return SUCCESS; return SUCCESS;
} }
@@ -160,7 +162,7 @@ Status FormatTransferFracZNchw::TransFormat(const TransArgs &args, TransResult &
Status FormatTransferFracZNchw::TransShape(Format src_format, const std::vector<int64_t> &src_shape, DataType data_type, Status FormatTransferFracZNchw::TransShape(Format src_format, const std::vector<int64_t> &src_shape, DataType data_type,
Format dst_format, std::vector<int64_t> &dst_shape) { Format dst_format, std::vector<int64_t> &dst_shape) {
GELOGD("The shape derivation from FracZ to NCHW is not unique. Trans shape in this direction is not supported"); GELOGD("The shape derivation from FracZ to NCHW is not unique. Trans shape in this direction is not supported");
return ACL_ERROR_GE_TRANSSHAPE_FORMAT_INVALID;
return ACL_ERROR_GE_FORMAT_INVALID;
} }


REGISTER_FORMAT_TRANSFER(FormatTransferFracZNchw, FORMAT_FRACTAL_Z, FORMAT_NCHW) REGISTER_FORMAT_TRANSFER(FormatTransferFracZNchw, FORMAT_FRACTAL_Z, FORMAT_NCHW)


+ 32
- 29
ge/common/formats/format_transfers/format_transfer_hwcn_c1hwncoc0.cc View File

@@ -43,9 +43,9 @@ Status TransShapeHwcnToC1hwncoc0(const DataType &data_type, const std::vector<in
dst_shape.push_back(cube_size); dst_shape.push_back(cube_size);
dst_shape.push_back(cube_size); dst_shape.push_back(cube_size);
if (!CheckShapeValid(dst_shape, kC1hwncoc0DimsNum)) { if (!CheckShapeValid(dst_shape, kC1hwncoc0DimsNum)) {
GELOGE(ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID, "Failed to check dst shape %s",
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Failed to check dst shape %s",
ShapeToString(dst_shape).c_str()); ShapeToString(dst_shape).c_str());
return ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }
return SUCCESS; return SUCCESS;
} }
@@ -55,21 +55,21 @@ Status CheckArgsForHwcnToC1hwncoc0(const TransArgs &args) {
std::string error = "Dose not support trans format from " + std::string error = "Dose not support trans format from " +
FmtToStr(TypeUtils::FormatToSerialString(args.src_format)) + " to " + FmtToStr(TypeUtils::FormatToSerialString(args.src_format)) + " to " +
FmtToStr(TypeUtils::FormatToSerialString(args.dst_format)); FmtToStr(TypeUtils::FormatToSerialString(args.dst_format));
GE_ERRORLOG_AND_ERRORMSG(UNSUPPORTED, error.c_str());
return UNSUPPORTED;
GE_ERRORLOG_AND_ERRORMSG(ACL_ERROR_GE_FORMAT_INVALID, error.c_str());
return ACL_ERROR_GE_FORMAT_INVALID;
} }
if (!CheckDataTypeSupported(args.src_data_type)) { if (!CheckDataTypeSupported(args.src_data_type)) {
GELOGE(UNSUPPORTED, "Failed to trans shape from HWCN to C1HWNCoC0, invalid data type %s",
GELOGE(ACL_ERROR_GE_DATATYPE_INVALID, "Failed to trans shape from HWCN to C1HWNCoC0, invalid data type %s",
TypeUtils::DataTypeToSerialString(args.src_data_type).c_str()); TypeUtils::DataTypeToSerialString(args.src_data_type).c_str());
return UNSUPPORTED;
return ACL_ERROR_GE_DATATYPE_INVALID;
} }
if (!CheckShapeValid(args.src_shape, kHwcnDimsNum)) { if (!CheckShapeValid(args.src_shape, kHwcnDimsNum)) {
GELOGE(PARAM_INVALID, "Failed to check src shape %s", ShapeToString(args.src_shape).c_str());
return PARAM_INVALID;
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Failed to check src shape %s", ShapeToString(args.src_shape).c_str());
return ACL_ERROR_GE_SHAPE_INVALID;
} }
if (!CheckShapeValid(args.dst_shape, kC1hwncoc0DimsNum)) { if (!CheckShapeValid(args.dst_shape, kC1hwncoc0DimsNum)) {
GELOGE(PARAM_INVALID, "Failed to check dst shape %s", ShapeToString(args.dst_shape).c_str());
return PARAM_INVALID;
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Failed to check dst shape %s", ShapeToString(args.dst_shape).c_str());
return ACL_ERROR_GE_SHAPE_INVALID;
} }
std::vector<int64_t> expect_dst_shape; std::vector<int64_t> expect_dst_shape;
auto ret = TransShapeHwcnToC1hwncoc0(args.src_data_type, args.src_shape, expect_dst_shape); auto ret = TransShapeHwcnToC1hwncoc0(args.src_data_type, args.src_shape, expect_dst_shape);
@@ -77,12 +77,12 @@ Status CheckArgsForHwcnToC1hwncoc0(const TransArgs &args) {
return ret; return ret;
} }
if (args.dst_shape != expect_dst_shape) { if (args.dst_shape != expect_dst_shape) {
GELOGE(PARAM_INVALID,
GELOGE(ACL_ERROR_GE_SHAPE_INVALID,
"Failed to trans format, src and dst shape are not compatible. src shape %s, dst shape %s, " "Failed to trans format, src and dst shape are not compatible. src shape %s, dst shape %s, "
"expect dst shape %s", "expect dst shape %s",
ShapeToString(args.src_shape).c_str(), ShapeToString(args.dst_shape).c_str(), ShapeToString(args.src_shape).c_str(), ShapeToString(args.dst_shape).c_str(),
ShapeToString(expect_dst_shape).c_str()); ShapeToString(expect_dst_shape).c_str());
return PARAM_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }


return SUCCESS; return SUCCESS;
@@ -91,10 +91,10 @@ Status CheckArgsForHwcnToC1hwncoc0(const TransArgs &args) {
Status GetDstDataAfterTrans(const TransArgs &args, TransResult &result, const int size, const int64_t total_size) { Status GetDstDataAfterTrans(const TransArgs &args, TransResult &result, const int size, const int64_t total_size) {
std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[total_size], std::default_delete<uint8_t[]>()); std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[total_size], std::default_delete<uint8_t[]>());
if (dst == nullptr) { if (dst == nullptr) {
GELOGE(OUT_OF_MEMORY, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld, shape %s",
GELOGE(ACL_ERROR_GE_MEMORY_ALLOCATION, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld, shape %s",
TypeUtils::FormatToSerialString(args.src_format).c_str(), TypeUtils::FormatToSerialString(args.src_format).c_str(),
TypeUtils::FormatToSerialString(args.dst_format).c_str(), total_size, ShapeToString(args.dst_shape).c_str()); TypeUtils::FormatToSerialString(args.dst_format).c_str(), total_size, ShapeToString(args.dst_shape).c_str());
return OUT_OF_MEMORY;
return ACL_ERROR_GE_MEMORY_ALLOCATION;
} }


auto h = args.src_shape.at(kHwcnH); auto h = args.src_shape.at(kHwcnH);
@@ -135,22 +135,22 @@ Status GetDstDataAfterTrans(const TransArgs &args, TransResult &result, const in
auto ret = memcpy_s(dst.get() + dst_offset, static_cast<size_t>(protected_size), args.data + src_offset, auto ret = memcpy_s(dst.get() + dst_offset, static_cast<size_t>(protected_size), args.data + src_offset,
static_cast<size_t>(size)); static_cast<size_t>(size));
if (ret != EOK) { if (ret != EOK) {
GELOGE(INTERNAL_ERROR,
GELOGE(ACL_ERROR_GE_MEMORY_OPERATE_FAILED,
"Failed to copy data from HWCN[%ld, %ld, %ld, %ld] offset %ld to " "Failed to copy data from HWCN[%ld, %ld, %ld, %ld] offset %ld to "
"C1HWNCoC0[%ld, %ld, %ld, %ld, %ld, %ld] offset %ld, err-code %d", "C1HWNCoC0[%ld, %ld, %ld, %ld, %ld, %ld] offset %ld, err-code %d",
h_idx, w_idx, c_idx, n_idx, src_offset, c1_idx, h_idx, w_idx, n_idx, co_idx, c0_idx, h_idx, w_idx, c_idx, n_idx, src_offset, c1_idx, h_idx, w_idx, n_idx, co_idx, c0_idx,
dst_offset, ret); dst_offset, ret);
return INTERNAL_ERROR;
return ACL_ERROR_GE_MEMORY_OPERATE_FAILED;
} }
} else { } else {
auto ret = auto ret =
memset_s(dst.get() + dst_offset, static_cast<size_t>(protected_size), 0, static_cast<size_t>(size)); memset_s(dst.get() + dst_offset, static_cast<size_t>(protected_size), 0, static_cast<size_t>(size));
if (ret != EOK) { if (ret != EOK) {
GELOGE(INTERNAL_ERROR,
GELOGE(ACL_ERROR_GE_MEMORY_OPERATE_FAILED,
"Failed to set to 0 to C1HWNCoC0[%ld, %ld, %ld, %ld, %ld, %ld] offset %ld, " "Failed to set to 0 to C1HWNCoC0[%ld, %ld, %ld, %ld, %ld, %ld] offset %ld, "
"err-code %d", "err-code %d",
c1_idx, h_idx, w_idx, n_idx, co_idx, c0_idx, dst_offset, ret); c1_idx, h_idx, w_idx, n_idx, co_idx, c0_idx, dst_offset, ret);
return INTERNAL_ERROR;
return ACL_ERROR_GE_MEMORY_OPERATE_FAILED;
} }
} }
} }
@@ -166,8 +166,9 @@ Status GetDstDataAfterTrans(const TransArgs &args, TransResult &result, const in
} // namespace } // namespace


Status FormatTransferHwcnC1hwncoc0::TransFormat(const TransArgs &args, TransResult &result) { Status FormatTransferHwcnC1hwncoc0::TransFormat(const TransArgs &args, TransResult &result) {
if (CheckArgsForHwcnToC1hwncoc0(args) != SUCCESS) {
return PARAM_INVALID;
Status ret = CheckArgsForHwcnToC1hwncoc0(args);
if (ret != SUCCESS) {
return ret;
} }
int size = GetSizeByDataType(args.src_data_type); int size = GetSizeByDataType(args.src_data_type);
auto total_size = GetItemNumByShape(args.dst_shape) * size; auto total_size = GetItemNumByShape(args.dst_shape) * size;
@@ -178,18 +179,20 @@ Status FormatTransferHwcnC1hwncoc0::TransFormat(const TransArgs &args, TransResu
return SUCCESS; return SUCCESS;
} }


GELOGE(INTERNAL_ERROR, "Get %ld total size from dst shape %s, src shape %s", total_size,
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Get %ld total size from dst shape %s, src shape %s", total_size,
ShapeToString(args.dst_shape).c_str(), ShapeToString(args.src_shape).c_str()); ShapeToString(args.dst_shape).c_str(), ShapeToString(args.src_shape).c_str());
return PARAM_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }
GELOGD("Begin to trans format from HWCN to C1HWNCoC0, src shape %s, data type %s, dst shape %s, memory size %ld", GELOGD("Begin to trans format from HWCN to C1HWNCoC0, src shape %s, data type %s, dst shape %s, memory size %ld",
ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str(), ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str(),
ShapeToString(args.dst_shape).c_str(), total_size); ShapeToString(args.dst_shape).c_str(), total_size);
if (GetDstDataAfterTrans(args, result, size, total_size) != SUCCESS) {
GELOGE(INTERNAL_ERROR, "Failed to get data after trans, src shape %s, data type %s, dst shape %s, memory size %ld",

ret = GetDstDataAfterTrans(args, result, size, total_size);
if (ret != SUCCESS) {
GELOGE(ret, "Failed to get data after trans, src shape %s, data type %s, dst shape %s, memory size %ld",
ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str(), ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str(),
ShapeToString(args.dst_shape).c_str(), total_size); ShapeToString(args.dst_shape).c_str(), total_size);
return INTERNAL_ERROR;
return ret;
} }
return SUCCESS; return SUCCESS;
} }
@@ -198,15 +201,15 @@ Status FormatTransferHwcnC1hwncoc0::TransShape(Format src_format, const std::vec
DataType data_type, Format dst_format, std::vector<int64_t> &dst_shape) { DataType data_type, Format dst_format, std::vector<int64_t> &dst_shape) {
if (src_format == FORMAT_HWCN && CheckDataTypeSupported(data_type)) { if (src_format == FORMAT_HWCN && CheckDataTypeSupported(data_type)) {
if (!CheckShapeValid(src_shape, kHwcnDimsNum)) { if (!CheckShapeValid(src_shape, kHwcnDimsNum)) {
GELOGE(ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID, "Failed to check src shape %s",
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Failed to check src shape %s",
ShapeToString(src_shape).c_str()); ShapeToString(src_shape).c_str());
return ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }
return TransShapeHwcnToC1hwncoc0(data_type, src_shape, dst_shape); return TransShapeHwcnToC1hwncoc0(data_type, src_shape, dst_shape);
} else if (src_format != FORMAT_HWCN) { } else if (src_format != FORMAT_HWCN) {
return ACL_ERROR_GE_TRANSSHAPE_FORMAT_INVALID;
return ACL_ERROR_GE_FORMAT_INVALID;
} else { } else {
return ACL_ERROR_GE_TRANSSHAPE_DATATYPE_INVALID;
return ACL_ERROR_GE_DATATYPE_INVALID;
} }
} }




+ 27
- 24
ge/common/formats/format_transfers/format_transfer_nc1hwc0_nhwc.cc View File

@@ -37,33 +37,33 @@ Status CheckArgsForNc1hwc0ToNhwc(const TransArgs &args) {
std::string error = "Dose not support trans format from " + std::string error = "Dose not support trans format from " +
FmtToStr(TypeUtils::FormatToSerialString(args.src_format)) + " to " + FmtToStr(TypeUtils::FormatToSerialString(args.src_format)) + " to " +
FmtToStr(TypeUtils::FormatToSerialString(args.dst_format)); FmtToStr(TypeUtils::FormatToSerialString(args.dst_format));
GE_ERRORLOG_AND_ERRORMSG(UNSUPPORTED, error.c_str());
return UNSUPPORTED;
GE_ERRORLOG_AND_ERRORMSG(ACL_ERROR_GE_FORMAT_INVALID, error.c_str());
return ACL_ERROR_GE_FORMAT_INVALID;
} }
if (!CheckDataTypeSupported(args.src_data_type)) { if (!CheckDataTypeSupported(args.src_data_type)) {
GELOGE(UNSUPPORTED, "Failed to trans shape from NC1HWC0 to NHWC, invalid data type %s",
GELOGE(ACL_ERROR_GE_DATATYPE_INVALID, "Failed to trans shape from NC1HWC0 to NHWC, invalid data type %s",
TypeUtils::DataTypeToSerialString(args.src_data_type).c_str()); TypeUtils::DataTypeToSerialString(args.src_data_type).c_str());
return UNSUPPORTED;
return ACL_ERROR_GE_DATATYPE_INVALID;
} }
if (!CheckShapeValid(args.src_shape, kNc1hwc0DimsNum)) { if (!CheckShapeValid(args.src_shape, kNc1hwc0DimsNum)) {
GELOGE(PARAM_INVALID, "Failed to check src shape %s", ShapeToString(args.src_shape).c_str());
return PARAM_INVALID;
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Failed to check src shape %s", ShapeToString(args.src_shape).c_str());
return ACL_ERROR_GE_SHAPE_INVALID;
} }
if (!CheckShapeValid(args.dst_shape, kNhwcDimsNum)) { if (!CheckShapeValid(args.dst_shape, kNhwcDimsNum)) {
GELOGE(PARAM_INVALID, "Failed to check dst shape %s", ShapeToString(args.dst_shape).c_str());
return PARAM_INVALID;
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Failed to check dst shape %s", ShapeToString(args.dst_shape).c_str());
return ACL_ERROR_GE_SHAPE_INVALID;
} }
int64_t c0 = GetCubeSizeByDataType(args.src_data_type); int64_t c0 = GetCubeSizeByDataType(args.src_data_type);
if (c0 <= 0) { if (c0 <= 0) {
GELOGE(PARAM_INVALID, "Failed to get cube size, the data type is invalid");
return PARAM_INVALID;
GELOGE(ACL_ERROR_GE_DATATYPE_INVALID, "Failed to get cube size, the data type is invalid");
return ACL_ERROR_GE_DATATYPE_INVALID;
} }
if (src_shape.at(kNc1hwc0H) != dst_shape.at(kNhwcH) || src_shape.at(kNc1hwc0W) != dst_shape.at(kNhwcW) || if (src_shape.at(kNc1hwc0H) != dst_shape.at(kNhwcH) || src_shape.at(kNc1hwc0W) != dst_shape.at(kNhwcW) ||
src_shape.at(kNc1hwc0N) != dst_shape.at(kNhwcN) || src_shape.at(kNc1hwc0C0) != c0 || src_shape.at(kNc1hwc0N) != dst_shape.at(kNhwcN) || src_shape.at(kNc1hwc0C0) != c0 ||
src_shape.at(kNc1hwc0C1) != (Ceil(dst_shape.at(kNhwcC), c0))) { src_shape.at(kNc1hwc0C1) != (Ceil(dst_shape.at(kNhwcC), c0))) {
GELOGE(PARAM_INVALID, "Failed to check relationship between src and dst shape, src shape %s, dst shape %s",
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Failed to check relationship between src and dst shape, src shape %s, dst shape %s",
ShapeToString(src_shape).c_str(), ShapeToString(dst_shape).c_str()); ShapeToString(src_shape).c_str(), ShapeToString(dst_shape).c_str());
return PARAM_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }


return SUCCESS; return SUCCESS;
@@ -72,10 +72,10 @@ Status CheckArgsForNc1hwc0ToNhwc(const TransArgs &args) {
Status GetDstDataAfterTrans(const TransArgs &args, TransResult &result, const int size, const int64_t total_size) { Status GetDstDataAfterTrans(const TransArgs &args, TransResult &result, const int size, const int64_t total_size) {
std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[total_size], std::default_delete<uint8_t[]>()); std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[total_size], std::default_delete<uint8_t[]>());
if (dst == nullptr) { if (dst == nullptr) {
GELOGE(OUT_OF_MEMORY, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld, shape %s",
GELOGE(ACL_ERROR_GE_MEMORY_ALLOCATION, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld, shape %s",
TypeUtils::FormatToSerialString(args.src_format).c_str(), TypeUtils::FormatToSerialString(args.src_format).c_str(),
TypeUtils::FormatToSerialString(args.dst_format).c_str(), total_size, ShapeToString(args.dst_shape).c_str()); TypeUtils::FormatToSerialString(args.dst_format).c_str(), total_size, ShapeToString(args.dst_shape).c_str());
return OUT_OF_MEMORY;
return ACL_ERROR_GE_MEMORY_ALLOCATION;
} }


auto h = args.src_shape.at(kNc1hwc0H); auto h = args.src_shape.at(kNc1hwc0H);
@@ -109,11 +109,11 @@ Status GetDstDataAfterTrans(const TransArgs &args, TransResult &result, const in
auto ret = memcpy_s(dst.get() + dst_offset, static_cast<size_t>(protected_size), args.data + src_offset, auto ret = memcpy_s(dst.get() + dst_offset, static_cast<size_t>(protected_size), args.data + src_offset,
static_cast<size_t>(size)); static_cast<size_t>(size));
if (ret != EOK) { if (ret != EOK) {
GELOGE(INTERNAL_ERROR,
GELOGE(ACL_ERROR_GE_MEMORY_OPERATE_FAILED,
"Failed to copy data from NC1HWC0[%ld, %ld, %ld, %ld, %ld] offset %ld to NHWC[%ld, %ld, %ld, %ld]" "Failed to copy data from NC1HWC0[%ld, %ld, %ld, %ld, %ld] offset %ld to NHWC[%ld, %ld, %ld, %ld]"
" offset %ld, err-code %d", " offset %ld, err-code %d",
n_idx, c1_idx, h_idx, w_idx, c0_idx, src_offset, n_idx, c_idx, h_idx, w_idx, dst_offset, ret); n_idx, c1_idx, h_idx, w_idx, c0_idx, src_offset, n_idx, c_idx, h_idx, w_idx, dst_offset, ret);
return INTERNAL_ERROR;
return ACL_ERROR_GE_MEMORY_OPERATE_FAILED;
} }
} }
} }
@@ -126,8 +126,9 @@ Status GetDstDataAfterTrans(const TransArgs &args, TransResult &result, const in
} // namespace } // namespace


Status FormatTransferNc1hwc0Nhwc::TransFormat(const TransArgs &args, TransResult &result) { Status FormatTransferNc1hwc0Nhwc::TransFormat(const TransArgs &args, TransResult &result) {
if (CheckArgsForNc1hwc0ToNhwc(args) != SUCCESS) {
return PARAM_INVALID;
Status ret = CheckArgsForNc1hwc0ToNhwc(args);
if (ret != SUCCESS) {
return ret;
} }
int size = GetSizeByDataType(args.src_data_type); int size = GetSizeByDataType(args.src_data_type);
auto total_size = GetItemNumByShape(args.dst_shape) * size; auto total_size = GetItemNumByShape(args.dst_shape) * size;
@@ -138,18 +139,20 @@ Status FormatTransferNc1hwc0Nhwc::TransFormat(const TransArgs &args, TransResult
return SUCCESS; return SUCCESS;
} }


GELOGE(INTERNAL_ERROR, "Get %ld total size from dst shape %s, src shape %s", total_size,
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Get %ld total size from dst shape %s, src shape %s", total_size,
ShapeToString(args.dst_shape).c_str(), ShapeToString(args.src_shape).c_str()); ShapeToString(args.dst_shape).c_str(), ShapeToString(args.src_shape).c_str());
return PARAM_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }
GELOGD("Begin to trans format from NC1HWC0 to NCHW, src shape %s, data type %s, dst shape %s, memory size %ld", GELOGD("Begin to trans format from NC1HWC0 to NCHW, src shape %s, data type %s, dst shape %s, memory size %ld",
ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str(), ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str(),
ShapeToString(args.dst_shape).c_str(), total_size); ShapeToString(args.dst_shape).c_str(), total_size);
if (GetDstDataAfterTrans(args, result, size, total_size) != SUCCESS) {
GELOGE(INTERNAL_ERROR, "Failed to get data after trans, src shape %s, data type %s, dst shape %s, memory size %ld",

ret = GetDstDataAfterTrans(args, result, size, total_size);
if (ret != SUCCESS) {
GELOGE(ret, "Failed to get data after trans, src shape %s, data type %s, dst shape %s, memory size %ld",
ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str(), ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str(),
ShapeToString(args.dst_shape).c_str(), total_size); ShapeToString(args.dst_shape).c_str(), total_size);
return INTERNAL_ERROR;
return ret;
} }
return SUCCESS; return SUCCESS;
} }
@@ -157,7 +160,7 @@ Status FormatTransferNc1hwc0Nhwc::TransFormat(const TransArgs &args, TransResult
Status FormatTransferNc1hwc0Nhwc::TransShape(Format src_format, const std::vector<int64_t> &src_shape, Status FormatTransferNc1hwc0Nhwc::TransShape(Format src_format, const std::vector<int64_t> &src_shape,
DataType data_type, Format dst_format, std::vector<int64_t> &dst_shape) { DataType data_type, Format dst_format, std::vector<int64_t> &dst_shape) {
GELOGD("The shape derivation from NC1HWC0 to NHWC is not unique. Trans shape in this direction is not supported"); GELOGD("The shape derivation from NC1HWC0 to NHWC is not unique. Trans shape in this direction is not supported");
return ACL_ERROR_GE_TRANSSHAPE_FORMAT_INVALID;
return ACL_ERROR_GE_FORMAT_INVALID;
} }


REGISTER_FORMAT_TRANSFER(FormatTransferNc1hwc0Nhwc, FORMAT_NC1HWC0, FORMAT_NHWC) REGISTER_FORMAT_TRANSFER(FormatTransferNc1hwc0Nhwc, FORMAT_NC1HWC0, FORMAT_NHWC)


+ 45
- 45
ge/common/formats/format_transfers/format_transfer_nchw_fz_c04.cc View File

@@ -45,7 +45,7 @@ Status CheckDataTypeSupport(DataType data_type) { return GetSizeByDataType(data_
Status TransShape(int64_t n, int64_t c, int64_t h, int64_t w, DataType data_type, std::vector<int64_t> &dst_shape) { Status TransShape(int64_t n, int64_t c, int64_t h, int64_t w, DataType data_type, std::vector<int64_t> &dst_shape) {
auto c0 = GetCubeSizeByDataType(data_type); auto c0 = GetCubeSizeByDataType(data_type);
if (c0 < 0) { if (c0 < 0) {
return ACL_ERROR_GE_TRANSSHAPE_DATATYPE_INVALID;
return ACL_ERROR_GE_DATATYPE_INVALID;
} }
auto chw = c * h * w; auto chw = c * h * w;


@@ -59,9 +59,9 @@ Status TransShape(int64_t n, int64_t c, int64_t h, int64_t w, DataType data_type
dst_shape.push_back(c0); dst_shape.push_back(c0);


if (!IsShapeValid(dst_shape)) { if (!IsShapeValid(dst_shape)) {
GELOGE(ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID, "Failed to check dst shape %s",
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Failed to check dst shape %s",
ShapeToString(dst_shape).c_str()); ShapeToString(dst_shape).c_str());
return ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }
return SUCCESS; return SUCCESS;
} }
@@ -69,7 +69,7 @@ Status TransShape(int64_t n, int64_t c, int64_t h, int64_t w, DataType data_type
Status TransShapeNchwToFzC04(const std::vector<int64_t> &src_shape, DataType data_type, Status TransShapeNchwToFzC04(const std::vector<int64_t> &src_shape, DataType data_type,
std::vector<int64_t> &dst_shape) { std::vector<int64_t> &dst_shape) {
if (!CheckShapeValid(src_shape, kNchwDimsNum)) { if (!CheckShapeValid(src_shape, kNchwDimsNum)) {
return ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }


auto n = src_shape.at(kNchwN); auto n = src_shape.at(kNchwN);
@@ -94,8 +94,8 @@ Status TransFormatFromNchwToFzC04(const TransArgs &args, TransResult &result) {
std::vector<int64_t> expect_shape = {n, h, w, c}; std::vector<int64_t> expect_shape = {n, h, w, c};
auto ret = ge::formats::Transpose(data, args.src_shape, args.src_data_type, perm_arg_1, trans_result_1); auto ret = ge::formats::Transpose(data, args.src_shape, args.src_data_type, perm_arg_1, trans_result_1);
if (ret != SUCCESS) { if (ret != SUCCESS) {
GELOGE(INTERNAL_ERROR, "Failed to Transpose from NCHW to HWCN");
return NOT_CHANGED;
GELOGE(ret, "Failed to Transpose from NCHW to HWCN");
return ret;
} }


TransArgs args_tmp = args; TransArgs args_tmp = args;
@@ -104,8 +104,8 @@ Status TransFormatFromNchwToFzC04(const TransArgs &args, TransResult &result) {
// check size it should be same with original // check size it should be same with original
size_t expect_size = n * c * h * w * size; // before has do check about mul size_t expect_size = n * c * h * w * size; // before has do check about mul
if (trans_result_1.length != expect_size) { if (trans_result_1.length != expect_size) {
GELOGE(INTERNAL_ERROR, "size is not match after transpose!");
return NOT_CHANGED;
GELOGE(ACL_ERROR_GE_PARAM_INVALID, "size is not match after transpose!");
return ACL_ERROR_GE_PARAM_INVALID;
} }


// prepare for padding in chw // prepare for padding in chw
@@ -118,20 +118,20 @@ Status TransFormatFromNchwToFzC04(const TransArgs &args, TransResult &result) {


// data overflow check totally // data overflow check totally
GE_IF_BOOL_EXEC(!CheckInt64MulOverflow(h_o, w_o), GE_IF_BOOL_EXEC(!CheckInt64MulOverflow(h_o, w_o),
GELOGE(INTERNAL_ERROR, "int64 mul overflow.A[%ld], B[%ld]", h_o, w_o);
return INTERNAL_ERROR);
GELOGE(ACL_ERROR_GE_INTERNAL_ERROR, "int64 mul overflow.A[%ld], B[%ld]", h_o, w_o);
return ACL_ERROR_GE_INTERNAL_ERROR);
GE_IF_BOOL_EXEC(!CheckInt64MulOverflow(n_o, c_o), GE_IF_BOOL_EXEC(!CheckInt64MulOverflow(n_o, c_o),
GELOGE(INTERNAL_ERROR, "int64 mul overflow.A[%ld], B[%ld]", n_o, c_o);
return INTERNAL_ERROR);
GELOGE(ACL_ERROR_GE_INTERNAL_ERROR, "int64 mul overflow.A[%ld], B[%ld]", n_o, c_o);
return ACL_ERROR_GE_INTERNAL_ERROR);
auto t1 = h_o * w_o; auto t1 = h_o * w_o;
auto t2 = n_o * c_o; auto t2 = n_o * c_o;
GE_IF_BOOL_EXEC(!CheckInt64MulOverflow(t1, t2), GELOGE(INTERNAL_ERROR, "int64 mul overflow.A[%ld], B[%ld]", t1, t2); GE_IF_BOOL_EXEC(!CheckInt64MulOverflow(t1, t2), GELOGE(INTERNAL_ERROR, "int64 mul overflow.A[%ld], B[%ld]", t1, t2);
return INTERNAL_ERROR);
return ACL_ERROR_GE_INTERNAL_ERROR);


int64_t total_ele_cnt = n_o * c_o * h_o * w_o; int64_t total_ele_cnt = n_o * c_o * h_o * w_o;
GE_IF_BOOL_EXEC(!CheckInt64MulOverflow(total_ele_cnt, size), GE_IF_BOOL_EXEC(!CheckInt64MulOverflow(total_ele_cnt, size),
GELOGE(INTERNAL_ERROR, "int64 mul overflow.A[%ld], B[%d]", total_ele_cnt, size);
return INTERNAL_ERROR);
GELOGE(ACL_ERROR_GE_INTERNAL_ERROR, "int64 mul overflow.A[%ld], B[%d]", total_ele_cnt, size);
return ACL_ERROR_GE_INTERNAL_ERROR);
int64_t dst_size = total_ele_cnt * size; int64_t dst_size = total_ele_cnt * size;
if (dst_size == 0) { if (dst_size == 0) {
result.length = 0; result.length = 0;
@@ -140,15 +140,15 @@ Status TransFormatFromNchwToFzC04(const TransArgs &args, TransResult &result) {


std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[dst_size], std::default_delete<uint8_t[]>()); std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[dst_size], std::default_delete<uint8_t[]>());
if (dst == nullptr) { if (dst == nullptr) {
GELOGE(OUT_OF_MEMORY, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld",
GELOGE(ACL_ERROR_GE_MEMORY_ALLOCATION, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld",
TypeUtils::FormatToSerialString(args.src_format).c_str(), TypeUtils::FormatToSerialString(args.src_format).c_str(),
TypeUtils::FormatToSerialString(args.dst_format).c_str(), dst_size); TypeUtils::FormatToSerialString(args.dst_format).c_str(), dst_size);
return OUT_OF_MEMORY;
return ACL_ERROR_GE_MEMORY_ALLOCATION;
} }
auto retMem = memset_s(dst.get(), dst_size, 0, dst_size); auto retMem = memset_s(dst.get(), dst_size, 0, dst_size);
if (retMem != EOK) { if (retMem != EOK) {
GELOGE(INTERNAL_ERROR, "memst failed!");
return INTERNAL_ERROR;
GELOGE(ACL_ERROR_GE_MEMORY_OPERATE_FAILED, "memst failed!");
return ACL_ERROR_GE_MEMORY_OPERATE_FAILED;
} }
// copy data // copy data
auto block = c * h * w * size; auto block = c * h * w * size;
@@ -159,8 +159,8 @@ Status TransFormatFromNchwToFzC04(const TransArgs &args, TransResult &result) {
for (auto k = 0; k < n; k++) { for (auto k = 0; k < n; k++) {
ret = memcpy_s(p_d + k * stride, protectSize, p_s + k * block, block); ret = memcpy_s(p_d + k * stride, protectSize, p_s + k * block, block);
if (ret != EOK) { if (ret != EOK) {
GELOGE(INTERNAL_ERROR, "memcpy_s failed!");
return INTERNAL_ERROR;
GELOGE(ACL_ERROR_GE_MEMORY_OPERATE_FAILED, "memcpy_s failed!");
return ACL_ERROR_GE_MEMORY_OPERATE_FAILED;
} }
protectSize = protectSize - block; protectSize = protectSize - block;
} }
@@ -169,8 +169,8 @@ Status TransFormatFromNchwToFzC04(const TransArgs &args, TransResult &result) {
std::vector<int64_t> perm_arg_2 = {2, 0, 1, 3}; std::vector<int64_t> perm_arg_2 = {2, 0, 1, 3};
ret = ge::formats::Transpose(dst.get(), shape_o, args.src_data_type, perm_arg_2, result); ret = ge::formats::Transpose(dst.get(), shape_o, args.src_data_type, perm_arg_2, result);
if (ret != SUCCESS) { if (ret != SUCCESS) {
GELOGE(INTERNAL_ERROR, "Failed to Transpose from NCHW to HWCN");
return NOT_CHANGED;
GELOGE(ret, "Failed to Transpose from NCHW to HWCN");
return ret;
} }


return SUCCESS; return SUCCESS;
@@ -180,7 +180,7 @@ Status PaddingNC(const TransArgs &args, TransArgs &args_tmp, std::shared_ptr<uin
args_tmp = args; args_tmp = args;
auto src_shape = args_tmp.src_shape; auto src_shape = args_tmp.src_shape;
if (!CheckShapeValid(src_shape, kNchwDimsNum)) { if (!CheckShapeValid(src_shape, kNchwDimsNum)) {
return PARAM_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }
int64_t c0 = GetCubeSizeByDataType(args.src_data_type); int64_t c0 = GetCubeSizeByDataType(args.src_data_type);


@@ -190,8 +190,8 @@ Status PaddingNC(const TransArgs &args, TransArgs &args_tmp, std::shared_ptr<uin
auto w = src_shape.at(kNchwW); auto w = src_shape.at(kNchwW);


if (c > kMaxDimsNumC) { if (c > kMaxDimsNumC) {
GELOGE(PARAM_INVALID, "Invalie dim c num[%lu].It should be in (0,4]", c);
return PARAM_INVALID;
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Invalie dim c num[%lu].It should be in (0,4]", c);
return ACL_ERROR_GE_SHAPE_INVALID;
} }


auto n_o = Ceil(n, c0) * c0; auto n_o = Ceil(n, c0) * c0;
@@ -205,21 +205,21 @@ Status PaddingNC(const TransArgs &args, TransArgs &args_tmp, std::shared_ptr<uin


// data overflow check // data overflow check
GE_IF_BOOL_EXEC(!CheckInt64MulOverflow(h_o, w_o), GE_IF_BOOL_EXEC(!CheckInt64MulOverflow(h_o, w_o),
GELOGE(INTERNAL_ERROR, "int64 mul overflow.A[%ld], B[%ld]", h_o, w_o);
return INTERNAL_ERROR);
GELOGE(ACL_ERROR_GE_INTERNAL_ERROR, "int64 mul overflow.A[%ld], B[%ld]", h_o, w_o);
return ACL_ERROR_GE_INTERNAL_ERROR);
GE_IF_BOOL_EXEC(!CheckInt64MulOverflow(n_o, c_o), GE_IF_BOOL_EXEC(!CheckInt64MulOverflow(n_o, c_o),
GELOGE(INTERNAL_ERROR, "int64 mul overflow.A[%ld], B[%ld]", n_o, c_o);
return INTERNAL_ERROR);
GELOGE(ACL_ERROR_GE_INTERNAL_ERROR, "int64 mul overflow.A[%ld], B[%ld]", n_o, c_o);
return ACL_ERROR_GE_INTERNAL_ERROR);
auto t1 = h_o * w_o; auto t1 = h_o * w_o;
auto t2 = n_o * c_o; auto t2 = n_o * c_o;
GE_IF_BOOL_EXEC(!CheckInt64MulOverflow(t1, t2), GELOGE(INTERNAL_ERROR, "int64 mul overflow.A[%ld], B[%ld]", t1, t2);
return INTERNAL_ERROR);
GE_IF_BOOL_EXEC(!CheckInt64MulOverflow(t1, t2), GELOGE(ACL_ERROR_GE_INTERNAL_ERROR, "int64 mul overflow.A[%ld], B[%ld]", t1, t2);
return ACL_ERROR_GE_INTERNAL_ERROR);


int64_t total_ele_cnt = n_o * c_o * h_o * w_o; int64_t total_ele_cnt = n_o * c_o * h_o * w_o;
int size = GetSizeByDataType(args.src_data_type); int size = GetSizeByDataType(args.src_data_type);
GE_IF_BOOL_EXEC(!CheckInt64MulOverflow(total_ele_cnt, size), GE_IF_BOOL_EXEC(!CheckInt64MulOverflow(total_ele_cnt, size),
GELOGE(INTERNAL_ERROR, "int64 mul overflow.A[%ld], B[%d]", total_ele_cnt, size);
return INTERNAL_ERROR);
GELOGE(ACL_ERROR_GE_INTERNAL_ERROR, "int64 mul overflow.A[%ld], B[%d]", total_ele_cnt, size);
return ACL_ERROR_GE_INTERNAL_ERROR);


int64_t dst_size = total_ele_cnt * size; int64_t dst_size = total_ele_cnt * size;
if (dst_size == 0) { if (dst_size == 0) {
@@ -228,15 +228,15 @@ Status PaddingNC(const TransArgs &args, TransArgs &args_tmp, std::shared_ptr<uin


dst.reset(new (std::nothrow) uint8_t[dst_size], std::default_delete<uint8_t[]>()); dst.reset(new (std::nothrow) uint8_t[dst_size], std::default_delete<uint8_t[]>());
if (dst == nullptr) { if (dst == nullptr) {
GELOGE(OUT_OF_MEMORY, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld",
GELOGE(ACL_ERROR_GE_MEMORY_ALLOCATION, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld",
TypeUtils::FormatToSerialString(args.src_format).c_str(), TypeUtils::FormatToSerialString(args.src_format).c_str(),
TypeUtils::FormatToSerialString(args.dst_format).c_str(), dst_size); TypeUtils::FormatToSerialString(args.dst_format).c_str(), dst_size);
return OUT_OF_MEMORY;
return ACL_ERROR_GE_MEMORY_ALLOCATION;
} }
auto ret = memset_s(dst.get(), dst_size, 0, dst_size); auto ret = memset_s(dst.get(), dst_size, 0, dst_size);
if (ret != EOK) { if (ret != EOK) {
GELOGE(INTERNAL_ERROR, "memst failed!");
return INTERNAL_ERROR;
GELOGE(ACL_ERROR_GE_MEMORY_OPERATE_FAILED, "memst failed!");
return ACL_ERROR_GE_MEMORY_OPERATE_FAILED;
} }


auto p_s = args.data; auto p_s = args.data;
@@ -249,8 +249,8 @@ Status PaddingNC(const TransArgs &args, TransArgs &args_tmp, std::shared_ptr<uin
ret = memcpy_s(p_d + (i * c_o * h_o * w_o + j * h_o * w_o) * size, protectSize, ret = memcpy_s(p_d + (i * c_o * h_o * w_o + j * h_o * w_o) * size, protectSize,
p_s + (i * c * h * w + j * h * w) * size, block); p_s + (i * c * h * w + j * h * w) * size, block);
if (ret != EOK) { if (ret != EOK) {
GELOGE(INTERNAL_ERROR, "memcpy_s failed!");
return INTERNAL_ERROR;
GELOGE(ACL_ERROR_GE_MEMORY_OPERATE_FAILED, "memcpy_s failed!");
return ACL_ERROR_GE_MEMORY_OPERATE_FAILED;
} }
protectSize = protectSize - block; protectSize = protectSize - block;
} }
@@ -270,7 +270,7 @@ Status FormatTransferNchwToFZC04::TransFormat(const TransArgs &args, TransResult
std::shared_ptr<uint8_t> dst = nullptr; std::shared_ptr<uint8_t> dst = nullptr;
auto ret = PaddingNC(args, args_tmp, dst); auto ret = PaddingNC(args, args_tmp, dst);
if (ret != SUCCESS) { if (ret != SUCCESS) {
GELOGE(INTERNAL_ERROR, "Padding in NC axis failed!");
GELOGE(ret, "Padding in NC axis failed!");
return ret; return ret;
} }


@@ -281,26 +281,26 @@ Status FormatTransferNchwToFZC04::TransFormat(const TransArgs &args, TransResult
} }


if (!IsTransShapeDstCorrect(args_tmp, expect_shape)) { if (!IsTransShapeDstCorrect(args_tmp, expect_shape)) {
return PARAM_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }


if (args_tmp.src_format == FORMAT_NCHW && args_tmp.dst_format == FORMAT_FRACTAL_Z_C04) { if (args_tmp.src_format == FORMAT_NCHW && args_tmp.dst_format == FORMAT_FRACTAL_Z_C04) {
return TransFormatFromNchwToFzC04(args_tmp, result); return TransFormatFromNchwToFzC04(args_tmp, result);
} }


return UNSUPPORTED;
return ACL_ERROR_GE_FORMAT_INVALID;
} }


Status FormatTransferNchwToFZC04::TransShape(Format src_format, const std::vector<int64_t> &src_shape, Status FormatTransferNchwToFZC04::TransShape(Format src_format, const std::vector<int64_t> &src_shape,
DataType data_type, Format dst_format, std::vector<int64_t> &dst_shape) { DataType data_type, Format dst_format, std::vector<int64_t> &dst_shape) {
if (CheckDataTypeSupport(data_type) != SUCCESS) { if (CheckDataTypeSupport(data_type) != SUCCESS) {
return ACL_ERROR_GE_TRANSSHAPE_DATATYPE_INVALID;
return ACL_ERROR_GE_DATATYPE_INVALID;
} }
if (src_format == FORMAT_NCHW && dst_format == FORMAT_FRACTAL_Z_C04) { if (src_format == FORMAT_NCHW && dst_format == FORMAT_FRACTAL_Z_C04) {
return TransShapeNchwToFzC04(src_shape, data_type, dst_shape); return TransShapeNchwToFzC04(src_shape, data_type, dst_shape);
} }


return ACL_ERROR_GE_TRANSSHAPE_FORMAT_INVALID;
return ACL_ERROR_GE_FORMAT_INVALID;
} }


REGISTER_FORMAT_TRANSFER(FormatTransferNchwToFZC04, FORMAT_NCHW, FORMAT_FRACTAL_Z_C04) REGISTER_FORMAT_TRANSFER(FormatTransferNchwToFZC04, FORMAT_NCHW, FORMAT_FRACTAL_Z_C04)


+ 28
- 26
ge/common/formats/format_transfers/format_transfer_nchw_nc1hwc0.cc View File

@@ -32,13 +32,13 @@ Status TransShapeNchwToNc1hwc0(const std::vector<int64_t> &src_shape, DataType d
std::vector<int64_t> &dst_shape) { std::vector<int64_t> &dst_shape) {
int64_t c0 = GetCubeSizeByDataType(data_type); int64_t c0 = GetCubeSizeByDataType(data_type);
if (c0 <= 0) { if (c0 <= 0) {
GELOGE(ACL_ERROR_GE_TRANSSHAPE_DATATYPE_INVALID, "Failed to get cube size, the data type is invalid");
return ACL_ERROR_GE_TRANSSHAPE_DATATYPE_INVALID;
GELOGE(ACL_ERROR_GE_DATATYPE_INVALID, "Failed to get cube size, the data type is invalid");
return ACL_ERROR_GE_DATATYPE_INVALID;
} }
if (!CheckShapeValid(src_shape, kNchwDimsNum)) { if (!CheckShapeValid(src_shape, kNchwDimsNum)) {
GELOGE(ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID, "Failed to check src shape %s",
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Failed to check src shape %s",
ShapeToString(src_shape).c_str()); ShapeToString(src_shape).c_str());
return ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }
dst_shape.clear(); dst_shape.clear();
dst_shape.push_back(src_shape.at(kNchwN)); dst_shape.push_back(src_shape.at(kNchwN));
@@ -47,9 +47,9 @@ Status TransShapeNchwToNc1hwc0(const std::vector<int64_t> &src_shape, DataType d
dst_shape.push_back(src_shape.at(kNchwW)); dst_shape.push_back(src_shape.at(kNchwW));
dst_shape.push_back(c0); dst_shape.push_back(c0);
if (!CheckShapeValid(dst_shape, kNc1hwc0DimsNum)) { if (!CheckShapeValid(dst_shape, kNc1hwc0DimsNum)) {
GELOGE(ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID, "Failed to check dst shape %s",
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Failed to check dst shape %s",
ShapeToString(dst_shape).c_str()); ShapeToString(dst_shape).c_str());
return ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }
return SUCCESS; return SUCCESS;
} }
@@ -59,8 +59,8 @@ Status CheckArgsForNchwToNc1hwc0(const TransArgs &args) {
std::string error = "Dose not support trans format from " + std::string error = "Dose not support trans format from " +
FmtToStr(TypeUtils::FormatToSerialString(args.src_format)) + " to " + FmtToStr(TypeUtils::FormatToSerialString(args.src_format)) + " to " +
FmtToStr(TypeUtils::FormatToSerialString(args.dst_format)); FmtToStr(TypeUtils::FormatToSerialString(args.dst_format));
GE_ERRORLOG_AND_ERRORMSG(UNSUPPORTED, error.c_str());
return UNSUPPORTED;
GE_ERRORLOG_AND_ERRORMSG(ACL_ERROR_GE_FORMAT_INVALID, error.c_str());
return ACL_ERROR_GE_FORMAT_INVALID;
} }
std::vector<int64_t> expect_5d_shape; std::vector<int64_t> expect_5d_shape;
auto ret = TransShapeNchwToNc1hwc0(args.src_shape, args.src_data_type, expect_5d_shape); auto ret = TransShapeNchwToNc1hwc0(args.src_shape, args.src_data_type, expect_5d_shape);
@@ -68,12 +68,12 @@ Status CheckArgsForNchwToNc1hwc0(const TransArgs &args) {
return ret; return ret;
} }
if (expect_5d_shape != args.dst_shape) { if (expect_5d_shape != args.dst_shape) {
GELOGE(PARAM_INVALID,
GELOGE(ACL_ERROR_GE_SHAPE_INVALID,
"Failed to trans format, the src and dst shape are not compatible. data" "Failed to trans format, the src and dst shape are not compatible. data"
" type %s, src shape %s, dst shape %s, expect dst shape %s", " type %s, src shape %s, dst shape %s, expect dst shape %s",
TypeUtils::DataTypeToSerialString(args.src_data_type).c_str(), ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str(), ShapeToString(args.src_shape).c_str(),
ShapeToString(args.dst_shape).c_str(), ShapeToString(expect_5d_shape).c_str()); ShapeToString(args.dst_shape).c_str(), ShapeToString(expect_5d_shape).c_str());
return PARAM_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }


return SUCCESS; return SUCCESS;
@@ -82,12 +82,12 @@ Status CheckArgsForNchwToNc1hwc0(const TransArgs &args) {
Status GetDstDataAfterTrans(const TransArgs &args, TransResult &result, const int size, const int64_t total_size) { Status GetDstDataAfterTrans(const TransArgs &args, TransResult &result, const int size, const int64_t total_size) {
std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[total_size], std::default_delete<uint8_t[]>()); std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[total_size], std::default_delete<uint8_t[]>());
if (dst == nullptr) { if (dst == nullptr) {
GELOGE(OUT_OF_MEMORY,
GELOGE(ACL_ERROR_GE_MEMORY_ALLOCATION,
"Failed to trans format from %s to %s, can not alloc the memory for" "Failed to trans format from %s to %s, can not alloc the memory for"
" dst buf %ld, shape %s", " dst buf %ld, shape %s",
TypeUtils::FormatToSerialString(args.src_format).c_str(), TypeUtils::FormatToSerialString(args.src_format).c_str(),
TypeUtils::FormatToSerialString(args.dst_format).c_str(), total_size, ShapeToString(args.dst_shape).c_str()); TypeUtils::FormatToSerialString(args.dst_format).c_str(), total_size, ShapeToString(args.dst_shape).c_str());
return OUT_OF_MEMORY;
return ACL_ERROR_GE_MEMORY_ALLOCATION;
} }


auto n = args.src_shape.at(kNchwN); auto n = args.src_shape.at(kNchwN);
@@ -97,8 +97,8 @@ Status GetDstDataAfterTrans(const TransArgs &args, TransResult &result, const in


int64_t c0 = GetCubeSizeByDataType(args.src_data_type); int64_t c0 = GetCubeSizeByDataType(args.src_data_type);
if (c0 <= 0) { if (c0 <= 0) {
GELOGE(INTERNAL_ERROR, "The c0 is invalid %ld", c0);
return PARAM_INVALID;
GELOGE(ACL_ERROR_GE_DATATYPE_INVALID, "The c0 is invalid %ld", c0);
return ACL_ERROR_GE_DATATYPE_INVALID;
} }
int64_t c1 = (c - 1) / c0 + 1; int64_t c1 = (c - 1) / c0 + 1;
int64_t hw = h * w; int64_t hw = h * w;
@@ -129,21 +129,21 @@ Status GetDstDataAfterTrans(const TransArgs &args, TransResult &result, const in
auto ret = memcpy_s(dst.get() + dst_offset, static_cast<size_t>(protected_size), args.data + src_offset, auto ret = memcpy_s(dst.get() + dst_offset, static_cast<size_t>(protected_size), args.data + src_offset,
static_cast<size_t>(size)); static_cast<size_t>(size));
if (ret != EOK) { if (ret != EOK) {
GELOGE(INTERNAL_ERROR,
GELOGE(ACL_ERROR_GE_MEMORY_OPERATE_FAILED,
"Failed to copy data from NCHW[%ld] offset %ld to " "Failed to copy data from NCHW[%ld] offset %ld to "
"NC1HWC0[%ld, %ld, %ld, %ld, %ld] offset %ld, err-code %d", "NC1HWC0[%ld, %ld, %ld, %ld, %ld] offset %ld, err-code %d",
srcIdx, src_offset, n_idx, c1_idx, h_idx, w_idx, c0_idx, dst_offset, ret); srcIdx, src_offset, n_idx, c1_idx, h_idx, w_idx, c0_idx, dst_offset, ret);
return INTERNAL_ERROR;
return ACL_ERROR_GE_MEMORY_OPERATE_FAILED;
} }
} else { } else {
auto ret = auto ret =
memset_s(dst.get() + dst_offset, static_cast<size_t>(protected_size), 0, static_cast<size_t>(size)); memset_s(dst.get() + dst_offset, static_cast<size_t>(protected_size), 0, static_cast<size_t>(size));
if (ret != EOK) { if (ret != EOK) {
GELOGE(INTERNAL_ERROR,
GELOGE(ACL_ERROR_GE_MEMORY_OPERATE_FAILED,
"Failed to set to 0 to " "Failed to set to 0 to "
"NC1HWC0[%ld, %ld, %ld, %ld, %ld] offset %ld, err-code %d", "NC1HWC0[%ld, %ld, %ld, %ld, %ld] offset %ld, err-code %d",
n_idx, c1_idx, h_idx, w_idx, c0_idx, dst_offset, ret); n_idx, c1_idx, h_idx, w_idx, c0_idx, dst_offset, ret);
return INTERNAL_ERROR;
return ACL_ERROR_GE_MEMORY_OPERATE_FAILED;
} }
} }
} }
@@ -159,8 +159,9 @@ Status GetDstDataAfterTrans(const TransArgs &args, TransResult &result, const in
} // namespace } // namespace


Status FormatTransferNchwNc1hwc0::TransFormat(const TransArgs &args, TransResult &result) { Status FormatTransferNchwNc1hwc0::TransFormat(const TransArgs &args, TransResult &result) {
if (CheckArgsForNchwToNc1hwc0(args) != SUCCESS) {
return PARAM_INVALID;
Status ret = CheckArgsForNchwToNc1hwc0(args);
if (ret != SUCCESS) {
return ret;
} }
// Guarantee the validity of parameters in check function // Guarantee the validity of parameters in check function
int size = GetSizeByDataType(args.src_data_type); int size = GetSizeByDataType(args.src_data_type);
@@ -172,20 +173,21 @@ Status FormatTransferNchwNc1hwc0::TransFormat(const TransArgs &args, TransResult
return SUCCESS; return SUCCESS;
} }


GELOGE(INTERNAL_ERROR, "Get %ld total size from dst shape %s, src shape %s", total_size,
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Get %ld total size from dst shape %s, src shape %s", total_size,
ShapeToString(args.dst_shape).c_str(), ShapeToString(args.src_shape).c_str()); ShapeToString(args.dst_shape).c_str(), ShapeToString(args.src_shape).c_str());
return PARAM_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }
GELOGD( GELOGD(
"Begin to trans format from NCHW to NC1HWC0, src shape %s, data type " "Begin to trans format from NCHW to NC1HWC0, src shape %s, data type "
"%s, dst shape %s memory size %ld", "%s, dst shape %s memory size %ld",
ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str(), ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str(),
ShapeToString(args.dst_shape).c_str(), total_size); ShapeToString(args.dst_shape).c_str(), total_size);
if (GetDstDataAfterTrans(args, result, size, total_size) != SUCCESS) {
GELOGE(INTERNAL_ERROR, "Failed to get data after trans, src shape %s, data type %s, dst shape %s, memory size %ld",
ret = GetDstDataAfterTrans(args, result, size, total_size);
if (ret != SUCCESS) {
GELOGE(ret, "Failed to get data after trans, src shape %s, data type %s, dst shape %s, memory size %ld",
ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str(), ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str(),
ShapeToString(args.dst_shape).c_str(), total_size); ShapeToString(args.dst_shape).c_str(), total_size);
return INTERNAL_ERROR;
return ret;
} }
return SUCCESS; return SUCCESS;
} }
@@ -195,7 +197,7 @@ Status FormatTransferNchwNc1hwc0::TransShape(Format src_format, const std::vecto
if (src_format == FORMAT_NCHW) { if (src_format == FORMAT_NCHW) {
return TransShapeNchwToNc1hwc0(src_shape, data_type, dst_shape); return TransShapeNchwToNc1hwc0(src_shape, data_type, dst_shape);
} else { } else {
return ACL_ERROR_GE_TRANSSHAPE_FORMAT_INVALID;
return ACL_ERROR_GE_FORMAT_INVALID;
} }
} }




+ 34
- 31
ge/common/formats/format_transfers/format_transfer_nhwc_nc1hwc0.cc View File

@@ -34,8 +34,8 @@ Status TransShapeNhwcToNc1hwc0(const std::vector<int64_t> &src_shape, DataType d
std::vector<int64_t> &dst_shape) { std::vector<int64_t> &dst_shape) {
int64_t c0 = GetCubeSizeByDataType(data_type); int64_t c0 = GetCubeSizeByDataType(data_type);
if (c0 <= 0) { if (c0 <= 0) {
GELOGE(ACL_ERROR_GE_TRANSSHAPE_DATATYPE_INVALID, "Failed to get cube size, the data type is invalid");
return ACL_ERROR_GE_TRANSSHAPE_DATATYPE_INVALID;
GELOGE(ACL_ERROR_GE_DATATYPE_INVALID, "Failed to get cube size, the data type is invalid");
return ACL_ERROR_GE_DATATYPE_INVALID;
} }
dst_shape.clear(); dst_shape.clear();
dst_shape.push_back(src_shape.at(kNhwcN)); dst_shape.push_back(src_shape.at(kNhwcN));
@@ -44,9 +44,9 @@ Status TransShapeNhwcToNc1hwc0(const std::vector<int64_t> &src_shape, DataType d
dst_shape.push_back(src_shape.at(kNhwcW)); dst_shape.push_back(src_shape.at(kNhwcW));
dst_shape.push_back(c0); dst_shape.push_back(c0);
if (!CheckShapeValid(dst_shape, kNc1hwc0DimsNum)) { if (!CheckShapeValid(dst_shape, kNc1hwc0DimsNum)) {
GELOGE(ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID, "Failed to check dst shape %s",
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Failed to check dst shape %s",
ShapeToString(dst_shape).c_str()); ShapeToString(dst_shape).c_str());
return ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }
return SUCCESS; return SUCCESS;
} }
@@ -56,21 +56,21 @@ Status CheckArgsForNhwcToNc1hwc0(const TransArgs &args) {
std::string error = "Dose not support trans format from " + std::string error = "Dose not support trans format from " +
FmtToStr(TypeUtils::FormatToSerialString(args.src_format)) + " to " + FmtToStr(TypeUtils::FormatToSerialString(args.src_format)) + " to " +
FmtToStr(TypeUtils::FormatToSerialString(args.dst_format)); FmtToStr(TypeUtils::FormatToSerialString(args.dst_format));
GE_ERRORLOG_AND_ERRORMSG(UNSUPPORTED, error.c_str());
return UNSUPPORTED;
GE_ERRORLOG_AND_ERRORMSG(ACL_ERROR_GE_FORMAT_INVALID, error.c_str());
return ACL_ERROR_GE_FORMAT_INVALID;
} }
if (!CheckDataTypeSupported(args.src_data_type)) { if (!CheckDataTypeSupported(args.src_data_type)) {
GELOGE(UNSUPPORTED, "Failed to trans shape from NHWC to NC1HWC0, invalid data type %s",
GELOGE(ACL_ERROR_GE_DATATYPE_INVALID, "Failed to trans shape from NHWC to NC1HWC0, invalid data type %s",
TypeUtils::DataTypeToSerialString(args.src_data_type).c_str()); TypeUtils::DataTypeToSerialString(args.src_data_type).c_str());
return UNSUPPORTED;
return ACL_ERROR_GE_DATATYPE_INVALID;
} }
if (!CheckShapeValid(args.src_shape, kNhwcDimsNum)) { if (!CheckShapeValid(args.src_shape, kNhwcDimsNum)) {
GELOGE(PARAM_INVALID, "Failed to check src shape %s", ShapeToString(args.src_shape).c_str());
return PARAM_INVALID;
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Failed to check src shape %s", ShapeToString(args.src_shape).c_str());
return ACL_ERROR_GE_SHAPE_INVALID;
} }
if (!CheckShapeValid(args.dst_shape, kNc1hwc0DimsNum)) { if (!CheckShapeValid(args.dst_shape, kNc1hwc0DimsNum)) {
GELOGE(PARAM_INVALID, "Failed to check dst shape %s", ShapeToString(args.dst_shape).c_str());
return PARAM_INVALID;
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Failed to check dst shape %s", ShapeToString(args.dst_shape).c_str());
return ACL_ERROR_GE_SHAPE_INVALID;
} }
std::vector<int64_t> expect_dst_shape; std::vector<int64_t> expect_dst_shape;
auto ret = TransShapeNhwcToNc1hwc0(args.src_shape, args.src_data_type, expect_dst_shape); auto ret = TransShapeNhwcToNc1hwc0(args.src_shape, args.src_data_type, expect_dst_shape);
@@ -78,12 +78,12 @@ Status CheckArgsForNhwcToNc1hwc0(const TransArgs &args) {
return ret; return ret;
} }
if (args.dst_shape != expect_dst_shape) { if (args.dst_shape != expect_dst_shape) {
GELOGE(PARAM_INVALID,
GELOGE(ACL_ERROR_GE_SHAPE_INVALID,
"Failed to trans format, the src and dst shape are not compatible. src shape %s, dst shape %s, " "Failed to trans format, the src and dst shape are not compatible. src shape %s, dst shape %s, "
"expect dst shape %s", "expect dst shape %s",
ShapeToString(args.src_shape).c_str(), ShapeToString(args.dst_shape).c_str(), ShapeToString(args.src_shape).c_str(), ShapeToString(args.dst_shape).c_str(),
ShapeToString(expect_dst_shape).c_str()); ShapeToString(expect_dst_shape).c_str());
return PARAM_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }


return SUCCESS; return SUCCESS;
@@ -92,10 +92,10 @@ Status CheckArgsForNhwcToNc1hwc0(const TransArgs &args) {
Status GetDstDataAfterTrans(const TransArgs &args, TransResult &result, const int size, const int64_t total_size) { Status GetDstDataAfterTrans(const TransArgs &args, TransResult &result, const int size, const int64_t total_size) {
std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[total_size], std::default_delete<uint8_t[]>()); std::shared_ptr<uint8_t> dst(new (std::nothrow) uint8_t[total_size], std::default_delete<uint8_t[]>());
if (dst == nullptr) { if (dst == nullptr) {
GELOGE(OUT_OF_MEMORY, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld, shape %s",
GELOGE(ACL_ERROR_GE_MEMORY_ALLOCATION, "Failed to trans format from %s to %s, can not alloc the memory for dst buf %ld, shape %s",
TypeUtils::FormatToSerialString(args.src_format).c_str(), TypeUtils::FormatToSerialString(args.src_format).c_str(),
TypeUtils::FormatToSerialString(args.dst_format).c_str(), total_size, ShapeToString(args.dst_shape).c_str()); TypeUtils::FormatToSerialString(args.dst_format).c_str(), total_size, ShapeToString(args.dst_shape).c_str());
return OUT_OF_MEMORY;
return ACL_ERROR_GE_MEMORY_ALLOCATION;
} }


auto n = args.src_shape.at(kNhwcN); auto n = args.src_shape.at(kNhwcN);
@@ -131,19 +131,19 @@ Status GetDstDataAfterTrans(const TransArgs &args, TransResult &result, const in
if (c_idx < c) { if (c_idx < c) {
auto ret = memcpy_s(dst.get() + dst_offset, protected_size, args.data + src_offset, size); auto ret = memcpy_s(dst.get() + dst_offset, protected_size, args.data + src_offset, size);
if (ret != EOK) { if (ret != EOK) {
GELOGE(INTERNAL_ERROR,
GELOGE(ACL_ERROR_GE_MEMORY_OPERATE_FAILED,
"Failed to copy data from NHWC[%ld, %ld, %ld, %ld] offset %ld to " "Failed to copy data from NHWC[%ld, %ld, %ld, %ld] offset %ld to "
"NC1HWC0[%ld, %ld, %ld, %ld, %ld] offset %ld err-code %d", "NC1HWC0[%ld, %ld, %ld, %ld, %ld] offset %ld err-code %d",
n_idx, h_idx, w_idx, c_idx, src_offset, n_idx, c1_idx, h_idx, w_idx, c0_idx, dst_offset, ret); n_idx, h_idx, w_idx, c_idx, src_offset, n_idx, c1_idx, h_idx, w_idx, c0_idx, dst_offset, ret);
return INTERNAL_ERROR;
return ACL_ERROR_GE_MEMORY_OPERATE_FAILED;
} }
} else { } else {
auto ret = memset_s(dst.get() + dst_offset, protected_size, 0, size); auto ret = memset_s(dst.get() + dst_offset, protected_size, 0, size);
if (ret != EOK) { if (ret != EOK) {
GELOGE(INTERNAL_ERROR,
GELOGE(ACL_ERROR_GE_MEMORY_OPERATE_FAILED,
"Failed to set 0 to NC1HWC0[%ld, %ld, %ld, %ld, %ld] offset %ld base err-code %d", n_idx, c1_idx, "Failed to set 0 to NC1HWC0[%ld, %ld, %ld, %ld, %ld] offset %ld base err-code %d", n_idx, c1_idx,
h_idx, w_idx, c0_idx, dst_offset, ret); h_idx, w_idx, c0_idx, dst_offset, ret);
return INTERNAL_ERROR;
return ACL_ERROR_GE_MEMORY_OPERATE_FAILED;
} }
} }
} }
@@ -158,8 +158,9 @@ Status GetDstDataAfterTrans(const TransArgs &args, TransResult &result, const in
} // namespace } // namespace


Status FormatTransferNhwcNc1hwc0::TransFormat(const TransArgs &args, TransResult &result) { Status FormatTransferNhwcNc1hwc0::TransFormat(const TransArgs &args, TransResult &result) {
if (CheckArgsForNhwcToNc1hwc0(args) != SUCCESS) {
return PARAM_INVALID;
Status ret = CheckArgsForNhwcToNc1hwc0(args);
if (ret != SUCCESS) {
return ret;
} }
int size = GetSizeByDataType(args.src_data_type); int size = GetSizeByDataType(args.src_data_type);
auto total_size = GetItemNumByShape(args.dst_shape) * size; auto total_size = GetItemNumByShape(args.dst_shape) * size;
@@ -170,18 +171,20 @@ Status FormatTransferNhwcNc1hwc0::TransFormat(const TransArgs &args, TransResult
return SUCCESS; return SUCCESS;
} }


GELOGE(INTERNAL_ERROR, "Get %ld total size from dst shape %s, src shape %s", total_size,
GELOGE(ACL_ERROR_GE_DATATYPE_INVALID, "Get %ld total size from dst shape %s, src shape %s", total_size,
ShapeToString(args.dst_shape).c_str(), ShapeToString(args.src_shape).c_str()); ShapeToString(args.dst_shape).c_str(), ShapeToString(args.src_shape).c_str());
return PARAM_INVALID;
return ACL_ERROR_GE_DATATYPE_INVALID;
} }
GELOGD("Begin to trans format from NHWC to NC1HWC0, src shape %s, data type %s, dst shape %s, memory size %ld", GELOGD("Begin to trans format from NHWC to NC1HWC0, src shape %s, data type %s, dst shape %s, memory size %ld",
ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str(), ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str(),
ShapeToString(args.dst_shape).c_str(), total_size); ShapeToString(args.dst_shape).c_str(), total_size);
if (GetDstDataAfterTrans(args, result, size, total_size) != SUCCESS) {
GELOGE(INTERNAL_ERROR, "Failed to get data after trans, src shape %s, data type %s, dst shape %s, memory size %ld",

ret = GetDstDataAfterTrans(args, result, size, total_size);
if (ret != SUCCESS) {
GELOGE(ret, "Failed to get data after trans, src shape %s, data type %s, dst shape %s, memory size %ld",
ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str(), ShapeToString(args.src_shape).c_str(), TypeUtils::DataTypeToSerialString(args.src_data_type).c_str(),
ShapeToString(args.dst_shape).c_str(), total_size); ShapeToString(args.dst_shape).c_str(), total_size);
return INTERNAL_ERROR;
return ret;
} }
return SUCCESS; return SUCCESS;
} }
@@ -190,15 +193,15 @@ Status FormatTransferNhwcNc1hwc0::TransShape(Format src_format, const std::vecto
DataType data_type, Format dst_format, std::vector<int64_t> &dst_shape) { DataType data_type, Format dst_format, std::vector<int64_t> &dst_shape) {
if (src_format == FORMAT_NHWC && CheckDataTypeSupported(data_type)) { if (src_format == FORMAT_NHWC && CheckDataTypeSupported(data_type)) {
if (!CheckShapeValid(src_shape, kNhwcDimsNum)) { if (!CheckShapeValid(src_shape, kNhwcDimsNum)) {
GELOGE(ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID, "Failed to check src shape %s",
GELOGE(ACL_ERROR_GE_SHAPE_INVALID, "Failed to check src shape %s",
ShapeToString(src_shape).c_str()); ShapeToString(src_shape).c_str());
return ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }
return TransShapeNhwcToNc1hwc0(src_shape, data_type, dst_shape); return TransShapeNhwcToNc1hwc0(src_shape, data_type, dst_shape);
} else if (src_format != FORMAT_NHWC) { } else if (src_format != FORMAT_NHWC) {
return ACL_ERROR_GE_TRANSSHAPE_FORMAT_INVALID;
return ACL_ERROR_GE_FORMAT_INVALID;
} else { } else {
return ACL_ERROR_GE_TRANSSHAPE_DATATYPE_INVALID;
return ACL_ERROR_GE_DATATYPE_INVALID;
} }
} }




+ 11
- 11
ge/common/formats/format_transfers/format_transfer_transpose.cc View File

@@ -141,7 +141,7 @@ std::vector<int64_t> TransShapeByPerm(const std::vector<int64_t> &src_shape, con
Status Transpose(const uint8_t *src, const std::vector<int64_t> &src_shape, DataType src_data_type, Status Transpose(const uint8_t *src, const std::vector<int64_t> &src_shape, DataType src_data_type,
const std::vector<int64_t> &perm_arg, TransResult &result) { const std::vector<int64_t> &perm_arg, TransResult &result) {
if (!IsTransposeArgValid(src, src_shape, src_data_type, perm_arg)) { if (!IsTransposeArgValid(src, src_shape, src_data_type, perm_arg)) {
return PARAM_INVALID;
return ACL_ERROR_GE_PARAM_INVALID;
} }


auto dst_shape = TransShapeByPerm(src_shape, perm_arg); auto dst_shape = TransShapeByPerm(src_shape, perm_arg);
@@ -172,12 +172,12 @@ Status Transpose(const uint8_t *src, const std::vector<int64_t> &src_shape, Data
auto ret = memcpy_s(dst.get() + dst_offset_bytes, static_cast<size_t>(protected_size), src + src_offset, auto ret = memcpy_s(dst.get() + dst_offset_bytes, static_cast<size_t>(protected_size), src + src_offset,
static_cast<size_t>(data_size)); static_cast<size_t>(data_size));
if (ret != EOK) { if (ret != EOK) {
GELOGE(INTERNAL_ERROR,
GELOGE(ACL_ERROR_GE_MEMORY_OPERATE_FAILED,
"Failed to transpose, src shape %s, perm arg %s, dst shape %s, " "Failed to transpose, src shape %s, perm arg %s, dst shape %s, "
"failed to write to dst offset %ld, current dim offset %s", "failed to write to dst offset %ld, current dim offset %s",
ShapeToString(src_shape).c_str(), ShapeToString(perm_arg).c_str(), ShapeToString(dst_shape).c_str(), ShapeToString(src_shape).c_str(), ShapeToString(perm_arg).c_str(), ShapeToString(dst_shape).c_str(),
dst_offset_bytes, ShapeToString(dst_indexes).c_str()); dst_offset_bytes, ShapeToString(dst_indexes).c_str());
return INTERNAL_ERROR;
return ACL_ERROR_GE_MEMORY_OPERATE_FAILED;
} }
AddOne(dst_shape, dst_indexes); AddOne(dst_shape, dst_indexes);
++dst_index; ++dst_index;
@@ -192,14 +192,14 @@ Status TransposeWithShapeCheck(const uint8_t *data, const std::vector<int64_t> &
const std::vector<int64_t> &dst_shape, DataType src_data_type, const std::vector<int64_t> &dst_shape, DataType src_data_type,
const std::vector<int64_t> &perm_arg, TransResult &result) { const std::vector<int64_t> &perm_arg, TransResult &result) {
if (!IsTransposeArgValid(data, src_shape, src_data_type, perm_arg)) { if (!IsTransposeArgValid(data, src_shape, src_data_type, perm_arg)) {
return PARAM_INVALID;
return ACL_ERROR_GE_PARAM_INVALID;
} }
auto expected_shape = TransShapeByPerm(src_shape, perm_arg); auto expected_shape = TransShapeByPerm(src_shape, perm_arg);
if (dst_shape != expected_shape) { if (dst_shape != expected_shape) {
std::string error = "Failed to trans axis for perm_arg" + std::string error = "Failed to trans axis for perm_arg" +
FmtToStr(ShapeToString(perm_arg)) + ", invalid dst shape" + FmtToStr(ShapeToString(perm_arg)) + ", invalid dst shape" +
FmtToStr(ShapeToString(dst_shape)) + ", expect" + FmtToStr(ShapeToString(expected_shape)); FmtToStr(ShapeToString(dst_shape)) + ", expect" + FmtToStr(ShapeToString(expected_shape));
GE_ERRORLOG_AND_ERRORMSG(PARAM_INVALID, error.c_str());
GE_ERRORLOG_AND_ERRORMSG(ACL_ERROR_GE_SHAPE_INVALID, error.c_str());
} }


return Transpose(data, src_shape, src_data_type, perm_arg, result); return Transpose(data, src_shape, src_data_type, perm_arg, result);
@@ -211,16 +211,16 @@ Status GetPermByForamt(Format src_format, Format dst_format, std::vector<int64_t
std::string error = "Failed to trans shape, do not support transpose from format " + std::string error = "Failed to trans shape, do not support transpose from format " +
FmtToStr(TypeUtils::FormatToSerialString(src_format)) + " to " + FmtToStr(TypeUtils::FormatToSerialString(src_format)) + " to " +
FmtToStr(TypeUtils::FormatToSerialString(dst_format)); FmtToStr(TypeUtils::FormatToSerialString(dst_format));
GE_ERRORLOG_AND_ERRORMSG(ACL_ERROR_GE_TRANSSHAPE_FORMAT_INVALID, error.c_str());
return ACL_ERROR_GE_TRANSSHAPE_FORMAT_INVALID;
GE_ERRORLOG_AND_ERRORMSG(ACL_ERROR_GE_FORMAT_INVALID, error.c_str());
return ACL_ERROR_GE_FORMAT_INVALID;
} }
auto iter = dst_iter->second.find(dst_format); auto iter = dst_iter->second.find(dst_format);
if (iter == dst_iter->second.end()) { if (iter == dst_iter->second.end()) {
std::string error = "Failed to trans shape, do not support transpose from format " + std::string error = "Failed to trans shape, do not support transpose from format " +
FmtToStr(TypeUtils::FormatToSerialString(src_format)) + " to " + FmtToStr(TypeUtils::FormatToSerialString(src_format)) + " to " +
FmtToStr(TypeUtils::FormatToSerialString(dst_format)); FmtToStr(TypeUtils::FormatToSerialString(dst_format));
GE_ERRORLOG_AND_ERRORMSG(ACL_ERROR_GE_TRANSSHAPE_FORMAT_INVALID, error.c_str());
return ACL_ERROR_GE_TRANSSHAPE_FORMAT_INVALID;
GE_ERRORLOG_AND_ERRORMSG(ACL_ERROR_GE_FORMAT_INVALID, error.c_str());
return ACL_ERROR_GE_FORMAT_INVALID;
} }
perm = iter->second; perm = iter->second;
return SUCCESS; return SUCCESS;
@@ -233,7 +233,7 @@ Status FormatTransferTranspose::TransFormat(const TransArgs &args, TransResult &
return ret; return ret;
} }
if (!IsTransShapeDstCorrect(args, expected_shape)) { if (!IsTransShapeDstCorrect(args, expected_shape)) {
return PARAM_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }


return Transpose(args.data, args.src_shape, args.src_data_type, perm_args[args.src_format][args.dst_format], result); return Transpose(args.data, args.src_shape, args.src_data_type, perm_args[args.src_format][args.dst_format], result);
@@ -244,7 +244,7 @@ Status FormatTransferTranspose::TransShape(Format src_format, const std::vector<
std::vector<int64_t> perm_arg; std::vector<int64_t> perm_arg;
GE_CHK_STATUS_RET_NOLOG(GetPermByForamt(src_format, dst_format, perm_arg)); GE_CHK_STATUS_RET_NOLOG(GetPermByForamt(src_format, dst_format, perm_arg));
if (!IsShapeArgValid(src_shape, perm_arg)) { if (!IsShapeArgValid(src_shape, perm_arg)) {
return ACL_ERROR_GE_TRANSSHAPE_SHAPE_INVALID;
return ACL_ERROR_GE_SHAPE_INVALID;
} }
dst_shape = TransShapeByPerm(src_shape, perm_arg); dst_shape = TransShapeByPerm(src_shape, perm_arg);
return SUCCESS; return SUCCESS;


+ 10
- 10
ge/common/formats/formats.cc View File

@@ -38,14 +38,14 @@ GE_FUNC_DEV_VISIBILITY GE_FUNC_HOST_VISIBILITY Status TransFormat(const TransArg
std::string error = "Failed to trans data from format " + std::string error = "Failed to trans data from format " +
FmtToStr(TypeUtils::FormatToSerialString(args.src_format)) + " to " + FmtToStr(TypeUtils::FormatToSerialString(args.src_format)) + " to " +
FmtToStr(TypeUtils::FormatToSerialString(args.dst_format)); FmtToStr(TypeUtils::FormatToSerialString(args.dst_format));
GE_ERRORLOG_AND_ERRORMSG(UNSUPPORTED, error.c_str());
return UNSUPPORTED;
GE_ERRORLOG_AND_ERRORMSG(ACL_ERROR_GE_FORMAT_INVALID, error.c_str());
return ACL_ERROR_GE_FORMAT_INVALID;
} }


auto src_shape_size = GetItemNumByShape(args.src_shape); auto src_shape_size = GetItemNumByShape(args.src_shape);
if (args.data == nullptr && src_shape_size != 0) { if (args.data == nullptr && src_shape_size != 0) {
GELOGE(PARAM_INVALID, "Invalid input null data");
return PARAM_INVALID;
GELOGE(ACL_ERROR_GE_PARAM_INVALID, "Invalid input null data");
return ACL_ERROR_GE_PARAM_INVALID;
} }


return transfer->TransFormat(args, result); return transfer->TransFormat(args, result);
@@ -64,8 +64,8 @@ GE_FUNC_DEV_VISIBILITY GE_FUNC_HOST_VISIBILITY Status TransShape(Format src_form
std::string error = "Failed to trans data from format " + std::string error = "Failed to trans data from format " +
FmtToStr(TypeUtils::FormatToSerialString(args.src_format)) + " to " + FmtToStr(TypeUtils::FormatToSerialString(args.src_format)) + " to " +
FmtToStr(TypeUtils::FormatToSerialString(args.dst_format)); FmtToStr(TypeUtils::FormatToSerialString(args.dst_format));
GE_ERRORLOG_AND_ERRORMSG(ACL_ERROR_GE_TRANSSHAPE_FORMAT_INVALID, error.c_str());
return ACL_ERROR_GE_TRANSSHAPE_FORMAT_INVALID;
GE_ERRORLOG_AND_ERRORMSG(ACL_ERROR_GE_FORMAT_INVALID, error.c_str());
return ACL_ERROR_GE_FORMAT_INVALID;
} }


return transfer->TransShape(src_format, src_shape, data_type, dst_format, dst_shape); return transfer->TransShape(src_format, src_shape, data_type, dst_format, dst_shape);
@@ -77,13 +77,13 @@ GE_FUNC_DEV_VISIBILITY GE_FUNC_HOST_VISIBILITY Status TransDataType(const CastAr
std::string error = "Failed to trans data from datatype " + std::string error = "Failed to trans data from datatype " +
FmtToStr(TypeUtils::DataTypeToSerialString(args.src_data_type)) + " to " + FmtToStr(TypeUtils::DataTypeToSerialString(args.src_data_type)) + " to " +
FmtToStr(TypeUtils::DataTypeToSerialString(args.dst_data_type)); FmtToStr(TypeUtils::DataTypeToSerialString(args.dst_data_type));
GE_ERRORLOG_AND_ERRORMSG(UNSUPPORTED, error.c_str());
return UNSUPPORTED;
GE_ERRORLOG_AND_ERRORMSG(ACL_ERROR_GE_DATATYPE_INVALID, error.c_str());
return ACL_ERROR_GE_DATATYPE_INVALID;
} }


if (args.data == nullptr && args.src_data_size != 0) { if (args.data == nullptr && args.src_data_size != 0) {
GELOGE(PARAM_INVALID, "Invalid input null data");
return PARAM_INVALID;
GELOGE(ACL_ERROR_GE_PARAM_INVALID, "Invalid input null data");
return ACL_ERROR_GE_PARAM_INVALID;
} }


return transfer->TransDataType(args, result); return transfer->TransDataType(args, result);


+ 1
- 0
ge/common/ge/plugin_manager.cc View File

@@ -53,6 +53,7 @@ string PluginManager::GetPath() {
GELOGW("Failed to read the shared library file path!"); GELOGW("Failed to read the shared library file path!");
return string(); return string();
} else { } else {
GE_IF_BOOL_EXEC(dl_info.dli_fname == nullptr, return string());
std::string so_path = dl_info.dli_fname; std::string so_path = dl_info.dli_fname;
char path[MMPA_MAX_PATH] = {0}; char path[MMPA_MAX_PATH] = {0};
if (so_path.length() >= MMPA_MAX_PATH) { if (so_path.length() >= MMPA_MAX_PATH) {


+ 4
- 11
ge/common/helper/model_cache_helper.cc View File

@@ -14,22 +14,15 @@
* limitations under the License. * limitations under the License.
*/ */


#include <climits>
#include "common/helper/model_cache_helper.h"

#include <cstdio> #include <cstdio>
#include <fstream> #include <fstream>
#include <functional> #include <functional>


#include "common/ge/ge_util.h"
#include "common/helper/model_cache_helper.h"
#include "common/types.h"
#include "framework/common/debug/ge_log.h"
#include "framework/common/ge_types.h"
#include "common/model_parser/model_parser.h"
#include "framework/common/helper/model_helper.h" #include "framework/common/helper/model_helper.h"
#include "framework/common/util.h"
#include "graph/detail/attributes_holder.h"
#include "graph/detail/model_serialize_imp.h" #include "graph/detail/model_serialize_imp.h"
#include "graph/load/model_manager/davinci_model_parser.h"
#include "graph/model.h"
#include "graph/utils/graph_utils.h" #include "graph/utils/graph_utils.h"
#include "graph/utils/tensor_utils.h" #include "graph/utils/tensor_utils.h"
#include "init/gelib.h" #include "init/gelib.h"
@@ -1682,7 +1675,7 @@ Status ModelCacheHelper::LoadOmModelFromCache(GeModelPtr &ge_model) const {
string key_path; string key_path;
int32_t priority = 0; int32_t priority = 0;
ModelData model_data; ModelData model_data;
ret = DavinciModelParser::LoadFromFile(om_path.c_str(), key_path.c_str(), priority, model_data);
ret = ModelParserBase::LoadFromFile(om_path.c_str(), key_path.c_str(), priority, model_data);
if (ret != SUCCESS) { if (ret != SUCCESS) {
GELOGW("LoadOmModelFromCache: Load model from file failed. ret = %u", ret); GELOGW("LoadOmModelFromCache: Load model from file failed. ret = %u", ret);
return ret; return ret;


+ 97
- 9
ge/common/helper/model_helper.cc View File

@@ -16,15 +16,10 @@


#include "framework/common/helper/model_helper.h" #include "framework/common/helper/model_helper.h"


#include "common/ge/ge_util.h"
#include "common/util/error_manager/error_manager.h"
#include "framework/common/debug/log.h"
#include "framework/common/util.h"
#include "framework/common/debug/ge_log.h"
#include "common/model_parser/model_parser.h"
#include "framework/omg/model_tool.h"
#include "framework/omg/version.h" #include "framework/omg/version.h"
#include "graph/debug/ge_attr_define.h" #include "graph/debug/ge_attr_define.h"
#include "graph/load/model_manager/davinci_model_parser.h"
#include "graph/utils/attr_utils.h"
#include "graph/utils/graph_utils.h" #include "graph/utils/graph_utils.h"


using std::string; using std::string;
@@ -464,7 +459,7 @@ FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY Status ModelHelper::LoadModel(c
return ACL_ERROR_GE_EXEC_RELEASE_MODEL_DATA; return ACL_ERROR_GE_EXEC_RELEASE_MODEL_DATA;
} }


Status status = ge::DavinciModelParser::ParseModelContent(model_data, model_addr_tmp_, model_len_tmp_);
Status status = ModelParserBase::ParseModelContent(model_data, model_addr_tmp_, model_len_tmp_);
if (status != SUCCESS) { if (status != SUCCESS) {
GELOGE(ACL_ERROR_GE_PARAM_INVALID, "Parse model content failed!"); GELOGE(ACL_ERROR_GE_PARAM_INVALID, "Parse model content failed!");
return ACL_ERROR_GE_PARAM_INVALID; return ACL_ERROR_GE_PARAM_INVALID;
@@ -513,7 +508,7 @@ FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY Status ModelHelper::LoadRootMod
return INTERNAL_ERROR; return INTERNAL_ERROR;
} }


Status status = ge::DavinciModelParser::ParseModelContent(model_data, model_addr_tmp_, model_len_tmp_);
Status status = ModelParserBase::ParseModelContent(model_data, model_addr_tmp_, model_len_tmp_);
if (status != SUCCESS) { if (status != SUCCESS) {
GELOGE(ACL_ERROR_GE_PARAM_INVALID, "Parse model content failed!"); GELOGE(ACL_ERROR_GE_PARAM_INVALID, "Parse model content failed!");
return ACL_ERROR_GE_PARAM_INVALID; return ACL_ERROR_GE_PARAM_INVALID;
@@ -879,4 +874,97 @@ FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY Status ModelHelper::GetModelNam
GE_CHK_BOOL_EXEC_WARN(!model_name.empty(), return FAILED, "Get model_name failed, check params --output"); GE_CHK_BOOL_EXEC_WARN(!model_name.empty(), return FAILED, "Get model_name failed, check params --output");
return SUCCESS; return SUCCESS;
} }

Status ModelTool::GetModelInfoFromOm(const char *model_file, ge::proto::ModelDef &model_def, uint32_t &modeldef_size) {
GE_CHECK_NOTNULL(model_file);
ge::ModelData model;
int32_t priority = 0;

Status ret = ModelParserBase::LoadFromFile(model_file, "", priority, model);
if (ret != SUCCESS) {
GELOGE(ret, "LoadFromFile failed.");
return ret;
}
std::function<void()> callback = [&]() {
if (model.model_data != nullptr) {
delete[] reinterpret_cast<char *>(model.model_data);
model.model_data = nullptr;
}
};
GE_MAKE_GUARD(release, callback);

uint8_t *model_data = nullptr;
uint32_t model_len = 0;
ret = ModelParserBase::ParseModelContent(model, model_data, model_len);
if (ret != SUCCESS) {
ErrorManager::GetInstance().ATCReportErrMessage("E10003",
{"parameter", "value", "reason"}, {"om", model_file, "invalid om file"});
GELOGE(ACL_ERROR_GE_PARAM_INVALID,
"ParseModelContent failed because of invalid om file. Please check --om param.");
return ret;
}

OmFileLoadHelper om_load_helper;
ret = om_load_helper.Init(model_data, model_len);
if (ret != SUCCESS) {
ErrorManager::GetInstance().ATCReportErrMessage("E19021", {"reason"}, {"Om file init failed"});
GELOGE(ge::FAILED, "Om file init failed.");
return ret;
}

ModelPartition ir_part;
ret = om_load_helper.GetModelPartition(MODEL_DEF, ir_part);
if (ret != SUCCESS) {
ErrorManager::GetInstance().ATCReportErrMessage("E19021", {"reason"}, {"Get model part failed"});
GELOGE(ge::FAILED, "Get model part failed.");
return ret;
}

bool flag = ReadProtoFromArray(ir_part.data, ir_part.size, &model_def);
if (!flag) {
ret = INTERNAL_ERROR;
ErrorManager::GetInstance().ATCReportErrMessage("E19021", {"reason"}, {"ReadProtoFromArray failed"});
GELOGE(ret, "ReadProtoFromArray failed.");
return ret;
}
modeldef_size = ir_part.size;
return ret;
}

Status ModelTool::GetModelInfoFromPbtxt(const char *model_file, ge::proto::ModelDef &model_def) {
GE_CHECK_NOTNULL(model_file);
ge::ModelData model;
int32_t priority = 0;

Status ret = ModelParserBase::LoadFromFile(model_file, "", priority, model);
auto free_model_data = [](void **ptr) -> void {
if (ptr != nullptr && *ptr != nullptr) {
delete[] reinterpret_cast<char *>(*ptr);
*ptr = nullptr;
}
};
if (ret != SUCCESS) {
free_model_data(&model.model_data);
GELOGE(ret, "LoadFromFile failed.");
return ret;
}

try {
bool flag = google::protobuf::TextFormat::ParseFromString(reinterpret_cast<char *>(model.model_data), &model_def);
if (!flag) {
free_model_data(&model.model_data);
ErrorManager::GetInstance().ATCReportErrMessage("E19021", {"reason"}, {"ParseFromString failed"});
GELOGE(FAILED, "ParseFromString failed.");
return FAILED;
}
free_model_data(&model.model_data);
return SUCCESS;
} catch (google::protobuf::FatalException &e) {
free_model_data(&model.model_data);
ErrorManager::GetInstance().ATCReportErrMessage("E19021", {"reason"}, {"ParseFromString failed, exception message["
+ std::string(e.what()) + "]"});
GELOGE(FAILED, "ParseFromString failed. exception message : %s", e.what());
return FAILED;
}
}
} // namespace ge } // namespace ge

+ 3
- 2
ge/common/helper/om_file_helper.cc View File

@@ -165,7 +165,7 @@ Status OmFileLoadHelper::LoadModelPartitionTable(uint8_t *model_data, const uint
return ACL_ERROR_GE_PARAM_INVALID; return ACL_ERROR_GE_PARAM_INVALID;
} }
size_t mem_offset = SIZE_OF_MODEL_PARTITION_TABLE(*partition_table); size_t mem_offset = SIZE_OF_MODEL_PARTITION_TABLE(*partition_table);
GELOGD("ModelPartitionTable num :%u, ModelFileHeader length :%zu, ModelPartitionTable length :%zu",
GELOGD("ModelPartitionTable num:%u, ModelFileHeader length:%zu, ModelPartitionTable length:%zu",
partition_table->num, sizeof(ModelFileHeader), mem_offset); partition_table->num, sizeof(ModelFileHeader), mem_offset);
if (model_data_size <= mem_offset) { if (model_data_size <= mem_offset) {
GELOGE(ACL_ERROR_GE_EXEC_MODEL_DATA_SIZE_INVALID, "invalid model data, partition_table->num:%u, model data size %u", GELOGE(ACL_ERROR_GE_EXEC_MODEL_DATA_SIZE_INVALID, "invalid model data, partition_table->num:%u, model data size %u",
@@ -207,7 +207,8 @@ Status OmFileLoadHelper::LoadModelPartitionTable(uint8_t *model_data, uint32_t m
"ModelFileHeader length :%zu, ModelPartitionTable length :%zu", "ModelFileHeader length :%zu, ModelPartitionTable length :%zu",
index, partition_table->num, sizeof(ModelFileHeader), partition_table_size); index, partition_table->num, sizeof(ModelFileHeader), partition_table_size);
if (model_data_size <= cur_offset) { if (model_data_size <= cur_offset) {
GELOGE(ACL_ERROR_GE_EXEC_MODEL_DATA_SIZE_INVALID, "invalid model data, partition_table->num:%u, model data size %u",
GELOGE(ACL_ERROR_GE_EXEC_MODEL_DATA_SIZE_INVALID,
"invalid model data, partition_table->num:%u, model data size %u",
partition_table->num, model_data_size); partition_table->num, model_data_size);
return ACL_ERROR_GE_EXEC_MODEL_DATA_SIZE_INVALID; return ACL_ERROR_GE_EXEC_MODEL_DATA_SIZE_INVALID;
} }


ge/common/model_parser/base.cc → ge/common/model_parser/model_parser.cc View File

@@ -14,16 +14,13 @@
* limitations under the License. * limitations under the License.
*/ */


#include "common/model_parser/base.h"
#include "common/helper/model_helper.h"
#include <securec.h>
#include "common/model_parser/model_parser.h"

#include <fstream> #include <fstream>
#include <memory>
#include <string> #include <string>


#include "framework/common/debug/ge_log.h"
#include "framework/common/debug/log.h"
#include "framework/common/util.h"
#include "securec.h"
#include "common/helper/model_helper.h"


namespace ge { namespace ge {
FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY ModelParserBase::ModelParserBase() {} FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY ModelParserBase::ModelParserBase() {}

ge/common/model_parser/base.h → ge/common/model_parser/model_parser.h View File


+ 121
- 112
ge/common/profiling/profiling_manager.cc View File

@@ -20,6 +20,8 @@
#include "framework/common/debug/log.h" #include "framework/common/debug/log.h"
#include "framework/common/string_util.h" #include "framework/common/string_util.h"
#include "graph/ge_context.h" #include "graph/ge_context.h"
#include "graph/utils/type_utils.h"
#include "graph/types.h"
#include "runtime/base.h" #include "runtime/base.h"
#include "graph/load/model_manager/davinci_model.h" #include "graph/load/model_manager/davinci_model.h"


@@ -31,12 +33,30 @@ const char *const kBpPoint = "bp_point";
#ifdef DAVINCI_SUPPORT_PROFILING #ifdef DAVINCI_SUPPORT_PROFILING
const size_t kReportMaxLen = 2048; const size_t kReportMaxLen = 2048;
const int32_t kMaxDeviceNum = 256; const int32_t kMaxDeviceNum = 256;
const uint32_t kInteval = 2;
const std::string kConfigNumsdev = "devNums"; const std::string kConfigNumsdev = "devNums";
const std::string kConfigDevIdList = "devIdList"; const std::string kConfigDevIdList = "devIdList";
const std::string kProfStart = "prof_start"; const std::string kProfStart = "prof_start";
const std::string kProfStop = "prof_stop"; const std::string kProfStop = "prof_stop";
const std::string kProfModelSubscribe = "prof_model_subscribe"; const std::string kProfModelSubscribe = "prof_model_subscribe";
const std::string kProfModelUnsubscribe = "prof_model_cancel_subscribe"; const std::string kProfModelUnsubscribe = "prof_model_cancel_subscribe";
const std::string kModelName = "model_name";
const std::string kModelId = "model_id";
const std::string kOpNmae = "op_name";
const std::string kOptype = "op_type";
const std::string kBlockDim = "block_dims";
const std::string kTaskId = "task_id";
const std::string kStreamId = "stream_id";
const std::string kShapeType = "shape_type";
const std::string kCurIterNum = "cur_iter_num";
const std::string kTaskType = "task_type";
const std::string kInput = "input";
const std::string kOutput = "output";
const std::string kFormat = "format";
const std::string kDataType = "data_type";
const std::string kShape = "shape";
const std::string kIdx = "idx";

#endif #endif
} // namespace } // namespace


@@ -206,118 +226,69 @@ FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY void ProfilingManager::StopProf
#endif #endif
} }


FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY void ProfilingManager::ProfilingTaskDescInfo(
uint32_t model_id, const std::vector<TaskDescInfo> &task_desc_info, const int32_t &device_id) {
FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY void ProfilingManager::ProfilingOpInputOutInfo(
const TaskDescInfo &task, Json &task_json) {
#ifdef DAVINCI_SUPPORT_PROFILING #ifdef DAVINCI_SUPPORT_PROFILING
std::string data;
for (const auto &task : task_desc_info) {
std::string model_name = task.model_name;
std::string op_name = task.op_name;
uint32_t block_dim = task.block_dim;
uint32_t task_id = task.task_id;
uint32_t stream_id = task.stream_id;
std::string shape_type = task.shape_type;
int64_t cur_iter_num = task.cur_iter_num;
uint32_t task_type = task.task_type;
data = model_name.append(" ")
.append(op_name).append(" ")
.append(std::to_string(block_dim)).append(" ")
.append(std::to_string(task_id)).append(" ")
.append(std::to_string(stream_id)).append(" ")
.append(std::to_string(model_id)).append(" ")
.append(shape_type).append(" ")
.append(std::to_string(cur_iter_num)).append(" ")
.append(std::to_string(task_type)).append("\n");

ReporterData reporter_data{};
reporter_data.deviceId = device_id;
reporter_data.data = (unsigned char *)data.c_str();
reporter_data.dataLen = data.size();
int ret = memcpy_s(reporter_data.tag, MSPROF_ENGINE_MAX_TAG_LEN + 1, "task_desc_info", sizeof("task_desc_info"));
if (ret != EOK) {
GELOGE(ret, "Report data tag of task_desc_info memcpy error!");
return;
}

int32_t cb_ret = CallMsprofReport(reporter_data);
if (cb_ret != 0) {
GELOGE(cb_ret, "Reporter data of task_desc_info failed, ret:%d", cb_ret);
return;
}
for (size_t i = 0; i < task.input_format.size(); i++) {
Json tmp_input;
tmp_input[kIdx] = i;
Format format = task.input_format[i];
tmp_input[kFormat] = TypeUtils::FormatToSerialString(format);
DataType data_type = task.input_data_type[i];
tmp_input[kDataType] = TypeUtils::DataTypeToSerialString(data_type);
tmp_input[kShape] = task.input_shape[i];
task_json[kInput] += tmp_input;
}

for (size_t i = 0; i < task.output_format.size(); i++) {
Json tmp_output;
tmp_output[kIdx] = i;
Format format = task.output_format[i];
tmp_output[kFormat] = TypeUtils::FormatToSerialString(format);
DataType data_type = task.output_data_type[i];
tmp_output[kDataType] = TypeUtils::DataTypeToSerialString(data_type);
tmp_output[kShape] = task.output_shape[i];
task_json[kOutput] += tmp_output;
} }

data.clear();
#endif #endif
} }


FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY void ProfilingManager::ProfilingGraphDescInfo(
uint32_t model_id, const std::vector<ComputeGraphDescInfo> &compute_graph_desc_info, const int32_t &device_id) {
FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY void ProfilingManager::ProfilingTaskDescInfo(
uint32_t model_id, const std::vector<TaskDescInfo> &task_desc_info, const int32_t &device_id) {
#ifdef DAVINCI_SUPPORT_PROFILING #ifdef DAVINCI_SUPPORT_PROFILING
std::string data;
for (const auto &graph : compute_graph_desc_info) {
data.append("model_name:")
.append(graph.model_name)
.append(" op_name:")
.append(graph.op_name)
.append(" op_type:")
.append(graph.op_type);
for (size_t i = 0; i < graph.input_format.size(); ++i) {
data.append(" input_id:")
.append(std::to_string(i))
.append(" input_format:")
.append(std::to_string(graph.input_format.at(i)))
.append(" input_data_type:")
.append(std::to_string(graph.input_data_type.at(i)))
.append(" input_shape:\"");
size_t input_shape_len = graph.input_shape.at(i).size();
if (input_shape_len == 0) {
data.append("");
} else if (input_shape_len == 1) {
data.append(std::to_string(graph.input_shape.at(i).at(0)));
} else {
for (size_t j = 0; j < input_shape_len - 1; ++j) {
data.append(std::to_string(graph.input_shape.at(i).at(j))).append(",");
}
data.append(std::to_string(graph.input_shape.at(i).at(input_shape_len - 1)));
}

data.append("\"");
}

for (size_t i = 0; i < graph.output_format.size(); ++i) {
data.append(" output_id:")
.append(std::to_string(i))
.append(" output_format:")
.append(std::to_string(graph.output_format.at(i)))
.append(" output_data_type:")
.append(std::to_string(graph.output_data_type.at(i)))
.append(" output_shape:\"");
size_t output_shape_len = graph.output_shape.at(i).size();
if (output_shape_len == 0) {
data.append("");
} else if (output_shape_len == 1) {
data.append(std::to_string(graph.output_shape.at(i).at(0)));
} else {
for (size_t j = 0; j < output_shape_len - 1; ++j) {
data.append(std::to_string(graph.output_shape.at(i).at(j))).append(",");
}
data.append(std::to_string(graph.output_shape.at(i).at(output_shape_len - 1)));
}
data.append("\"");
for (const auto &task : task_desc_info) {
Json task_info;
task_info[kModelName] = task.model_name;
task_info[kModelId] = model_id;
task_info[kOpNmae] = task.op_name;
task_info[kOptype] = task.op_type;
task_info[kBlockDim] = task.block_dim;
task_info[kTaskType] = task.task_type;
task_info[kTaskId] = task.task_id;
task_info[kStreamId] = task.stream_id;
task_info[kCurIterNum] = task.cur_iter_num;
task_info[kShapeType] = task.shape_type;
ProfilingOpInputOutInfo(task, task_info);

std::string reported_data;
try {
reported_data = task_info.dump(kInteval, ' ', false, Json::error_handler_t::ignore);
} catch (std::exception &e) {
GELOGE(FAILED, "Failed to convert JSON to string, reason: %s.", e.what());
return ;
} catch (...) {
GELOGE(FAILED, "Failed to convert JSON to string.");
return;
} }

data.append(" model_id:").append(std::to_string(model_id));
data.append(" task_id:").append(std::to_string(graph.task_id));
data.append(" stream_id:").append(std::to_string(graph.stream_id));
data.append("\n");

GraphDescReport(device_id, data);
data.clear();
reported_data.append(",")
.append("\n");
ReportData(device_id, reported_data, "task_desc_info");
} }
#endif #endif
} }


void ProfilingManager::GraphDescReport(const int32_t &device_id, const string &data) {
FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY void ProfilingManager::ReportData(
const int32_t &device_id, const string &data, const string &tag_name) {
#ifdef DAVINCI_SUPPORT_PROFILING #ifdef DAVINCI_SUPPORT_PROFILING
ReporterData reporter_data{}; ReporterData reporter_data{};
int ret = -1; int ret = -1;
@@ -325,36 +296,38 @@ void ProfilingManager::GraphDescReport(const int32_t &device_id, const string &d
size_t index = data.size() / kReportMaxLen; size_t index = data.size() / kReportMaxLen;
if (index >= 1) { if (index >= 1) {
reporter_data.deviceId = device_id; reporter_data.deviceId = device_id;
ret = memcpy_s(reporter_data.tag, MSPROF_ENGINE_MAX_TAG_LEN + 1, "graph_desc_info", sizeof("graph_desc_info"));
GE_IF_BOOL_EXEC(ret != EOK, GELOGE(ret, "Report data tag of graph_desc_info memcpy error!"); return;);
ret = memcpy_s(reporter_data.tag, MSPROF_ENGINE_MAX_TAG_LEN + 1, tag_name.c_str(), tag_name.size());
GE_IF_BOOL_EXEC(ret != EOK, GELOGE(ret, "Report data tag [%s] memcpy error!", tag_name.c_str()); return;);
for (size_t i = 0; i < index; ++i) { for (size_t i = 0; i < index; ++i) {
reporter_data.data = (unsigned char *)data.c_str() + kReportMaxLen * i; reporter_data.data = (unsigned char *)data.c_str() + kReportMaxLen * i;
reporter_data.dataLen = kReportMaxLen; reporter_data.dataLen = kReportMaxLen;
cb_ret = CallMsprofReport(reporter_data); cb_ret = CallMsprofReport(reporter_data);
GE_IF_BOOL_EXEC(cb_ret != 0, GELOGE(cb_ret, "Reporter data of graph_desc_info failed, ret:%d", cb_ret); return;);
GE_IF_BOOL_EXEC(cb_ret != 0, GELOGE(cb_ret, "Reporter data [%s] failed, ret:%d", tag_name.c_str(), cb_ret);
return;);
} }
reporter_data.dataLen = data.size() - kReportMaxLen * index; reporter_data.dataLen = data.size() - kReportMaxLen * index;
if (reporter_data.dataLen != 0) { if (reporter_data.dataLen != 0) {
reporter_data.data = (unsigned char *)data.c_str() + kReportMaxLen * index; reporter_data.data = (unsigned char *)data.c_str() + kReportMaxLen * index;
cb_ret = CallMsprofReport(reporter_data); cb_ret = CallMsprofReport(reporter_data);
GE_IF_BOOL_EXEC(cb_ret != 0, GELOGE(cb_ret, "Reporter data of graph_desc_info failed, ret:%d", cb_ret); return;);
GE_IF_BOOL_EXEC(cb_ret != 0, GELOGE(cb_ret, "Reporter data [%s] failed, ret:%d", tag_name.c_str(), cb_ret);
return;);
} }
} else { } else {
reporter_data.deviceId = device_id; reporter_data.deviceId = device_id;
reporter_data.data = (unsigned char *)data.c_str(); reporter_data.data = (unsigned char *)data.c_str();
reporter_data.dataLen = data.size(); reporter_data.dataLen = data.size();
ret = memcpy_s(reporter_data.tag, MSPROF_ENGINE_MAX_TAG_LEN + 1, "graph_desc_info", sizeof("graph_desc_info"));
GE_IF_BOOL_EXEC(ret != EOK, GELOGE(ret, "Report data tag of graph_desc_info memcpy error!"); return;);
ret = memcpy_s(reporter_data.tag, MSPROF_ENGINE_MAX_TAG_LEN + 1, tag_name.c_str(), tag_name.size());
GE_IF_BOOL_EXEC(ret != EOK, GELOGE(ret, "Report data tag [%s] memcpy error!", tag_name.c_str()); return;);


cb_ret = CallMsprofReport(reporter_data); cb_ret = CallMsprofReport(reporter_data);
GE_IF_BOOL_EXEC(cb_ret != 0, GELOGE(cb_ret, "Reporter data of graph_desc_info failed, ret:%d", cb_ret); return;);
GE_IF_BOOL_EXEC(cb_ret != 0, GELOGE(cb_ret, "Reporter data [%s] failed, ret:%d", tag_name.c_str(), cb_ret);
return;);
} }
#endif #endif
} }


FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY void ProfilingManager::ReportProfilingData( FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY void ProfilingManager::ReportProfilingData(
uint32_t model_id, const std::vector<TaskDescInfo> &task_desc_info,
const std::vector<ComputeGraphDescInfo> &compute_graph_desc_info) {
uint32_t model_id, const std::vector<TaskDescInfo> &task_desc_info) {
#ifdef DAVINCI_SUPPORT_PROFILING #ifdef DAVINCI_SUPPORT_PROFILING
int32_t logic_device_id = 0; int32_t logic_device_id = 0;
rtError_t rt_ret = rtGetDevice(&logic_device_id); rtError_t rt_ret = rtGetDevice(&logic_device_id);
@@ -365,8 +338,6 @@ FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY void ProfilingManager::ReportPr
GELOGD("current logic_device_id:%d", logic_device_id); GELOGD("current logic_device_id:%d", logic_device_id);
GELOGD("start ProfilingTaskDescInfo."); GELOGD("start ProfilingTaskDescInfo.");
ProfilingTaskDescInfo(model_id, task_desc_info, logic_device_id); ProfilingTaskDescInfo(model_id, task_desc_info, logic_device_id);
GELOGD("start ProfilingGraphDescInfo.");
ProfilingGraphDescInfo(model_id, compute_graph_desc_info, logic_device_id);
GELOGD("Report profiling data for GE end."); GELOGD("Report profiling data for GE end.");
#endif #endif
} }
@@ -813,6 +784,44 @@ FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY Status ProfilingManager::CallMs
static_cast<void *>(&reporter_data), sizeof(ReporterData)); static_cast<void *>(&reporter_data), sizeof(ReporterData));
} }


FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY void ProfilingManager::GetOpInputOutputInfo(
const OpDescPtr &op, TaskDescInfo &task_desc_info) const {
std::vector<Format> input_format;
std::vector<std::vector<int64_t>> input_shape;
std::vector<DataType> input_data_type;
for (size_t i = 0; i < op->GetAllInputsSize(); ++i) {
GeTensorDescPtr input_tensor_desc = op->MutableInputDesc(i);
if (input_tensor_desc == nullptr) {
continue;
}
input_format.emplace_back(input_tensor_desc->GetFormat());
input_shape.emplace_back(input_tensor_desc->GetShape().GetDims());
input_data_type.emplace_back(input_tensor_desc->GetDataType());
}
std::vector<Format> output_format;
std::vector<std::vector<int64_t>> output_shape;
std::vector<DataType> output_data_type;
for (size_t j = 0; j < op->GetOutputsSize(); ++j) {
GeTensorDescPtr output_tensor_desc = op->MutableOutputDesc(j);
if (output_tensor_desc == nullptr) {
continue;
}
output_format.emplace_back(output_tensor_desc->GetFormat());
output_shape.emplace_back(output_tensor_desc->GetShape().GetDims());
output_data_type.emplace_back(output_tensor_desc->GetDataType());
}

std::vector<Format> format_default = { FORMAT_NULL };
std::vector<std::vector<int64_t>> shape_default = { {0} };
std::vector<DataType> data_type_default = { DT_UNDEFINED };
task_desc_info.input_format = input_format.empty() ? format_default : input_format;
task_desc_info.input_shape = input_shape.empty() ? shape_default : input_shape;
task_desc_info.input_data_type = input_data_type.empty() ? data_type_default : input_data_type;
task_desc_info.output_format = output_format.empty() ? format_default : output_format;
task_desc_info.output_shape = output_shape.empty() ? shape_default : output_shape;
task_desc_info.output_data_type = output_data_type.empty() ? data_type_default : output_data_type;
}

FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY void ProfilingManager::GetFpBpPoint( FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY void ProfilingManager::GetFpBpPoint(
std::string &fp_point, std::string &bp_point) { std::string &fp_point, std::string &bp_point) {
// Env or options mode, fp_point_/bp_point_ have initiliazed on profiling init // Env or options mode, fp_point_/bp_point_ have initiliazed on profiling init


+ 6
- 5
ge/common/profiling/profiling_manager.h View File

@@ -54,6 +54,8 @@ namespace {


} // namespace } // namespace
namespace ge { namespace ge {
class OpDesc;
using OpDescPtr = std::shared_ptr<OpDesc>;
struct DeviceSubsInfo { struct DeviceSubsInfo {
uint64_t module; uint64_t module;
uint32_t subscribe_count; uint32_t subscribe_count;
@@ -82,12 +84,10 @@ class FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY ProfilingManager {
bool ProfilingModelExecuteOn() const; bool ProfilingModelExecuteOn() const;
// is_execute_profiling_ only used by ge option and env // is_execute_profiling_ only used by ge option and env
bool ProfilingOn() const { return is_load_profiling_ && is_execute_profiling_; } bool ProfilingOn() const { return is_load_profiling_ && is_execute_profiling_; }
void ReportProfilingData(uint32_t model_id, const std::vector<TaskDescInfo> &task_desc_info,
const std::vector<ComputeGraphDescInfo> &compute_graph_desc_info);
void ReportProfilingData(uint32_t model_id, const std::vector<TaskDescInfo> &task_desc_info);
void ProfilingTaskDescInfo(uint32_t model_id, const std::vector<TaskDescInfo> &task_desc_info, void ProfilingTaskDescInfo(uint32_t model_id, const std::vector<TaskDescInfo> &task_desc_info,
const int32_t &device_id); const int32_t &device_id);
void ProfilingGraphDescInfo(uint32_t model_id, const std::vector<ComputeGraphDescInfo> &compute_graph_desc_info,
const int32_t &device_id);
void ProfilingOpInputOutInfo(const TaskDescInfo &task, Json &task_json);
Status PluginInit() const; Status PluginInit() const;
void PluginUnInit() const; void PluginUnInit() const;
Status CallMsprofReport(ReporterData &reporter_data) const; Status CallMsprofReport(ReporterData &reporter_data) const;
@@ -95,6 +95,8 @@ class FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY ProfilingManager {
void SetMsprofCtrlCallback(MsprofCtrlCallback func) { prof_cb_.msprofCtrlCallback = func; } void SetMsprofCtrlCallback(MsprofCtrlCallback func) { prof_cb_.msprofCtrlCallback = func; }
void SetMsprofReporterCallback(MsprofReporterCallback func) { prof_cb_.msprofReporterCallback = func; } void SetMsprofReporterCallback(MsprofReporterCallback func) { prof_cb_.msprofReporterCallback = func; }
void GetFpBpPoint(std::string &fp_point, std::string &bp_point); void GetFpBpPoint(std::string &fp_point, std::string &bp_point);
void GetOpInputOutputInfo(const OpDescPtr &op, TaskDescInfo &task_desc_info) const;
void ReportData(const int32_t &device_id, const std::string &data, const std::string &tag_name);
private: private:
Status InitFromOptions(const Options &options, MsprofGeOptions &prof_conf); Status InitFromOptions(const Options &options, MsprofGeOptions &prof_conf);
Status ParseOptions(const std::string &options); Status ParseOptions(const std::string &options);
@@ -103,7 +105,6 @@ class FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY ProfilingManager {
Status ProfParseDeviceId(const std::map<std::string, std::string> &config_para, Status ProfParseDeviceId(const std::map<std::string, std::string> &config_para,
vector<int32_t> &device_list); vector<int32_t> &device_list);
uint64_t GetProfilingModule(); uint64_t GetProfilingModule();
void GraphDescReport(const int32_t &device_id, const string &data);
void UpdateDeviceIdModuleMap(string prof_type, uint64_t module, const vector<int32_t> &device_list); void UpdateDeviceIdModuleMap(string prof_type, uint64_t module, const vector<int32_t> &device_list);
void UpdateSubscribeDeviceModuleMap(std::string prof_type, uint32_t device_id, uint64_t module); void UpdateSubscribeDeviceModuleMap(std::string prof_type, uint32_t device_id, uint64_t module);




+ 0
- 20
ge/common/properties_manager.cc View File

@@ -165,24 +165,4 @@ FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY void PropertiesManager::SetProp
delimiter = de; delimiter = de;
} }


FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY DumpProperties &PropertiesManager::GetDumpProperties(
uint64_t session_id) {
std::lock_guard<std::mutex> lock(mutex_);
// If session_id is not found in dump_properties_map_, operator[] will insert one.
return dump_properties_map_[session_id];
}

FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY void PropertiesManager::AddDumpProperties(
uint64_t session_id, const DumpProperties &dump_properties) {
std::lock_guard<std::mutex> lock(mutex_);
dump_properties_map_.emplace(session_id, dump_properties);
}

FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY void PropertiesManager::RemoveDumpProperties(uint64_t session_id) {
std::lock_guard<std::mutex> lock(mutex_);
auto iter = dump_properties_map_.find(session_id);
if (iter != dump_properties_map_.end()) {
dump_properties_map_.erase(iter);
}
}
} // namespace ge } // namespace ge

+ 0
- 9
ge/common/properties_manager.h View File

@@ -83,13 +83,6 @@ class PropertiesManager {
*/ */
void SetPropertyDelimiter(const std::string &de); void SetPropertyDelimiter(const std::string &de);


DumpProperties &GetDumpProperties(uint64_t session_id);

const map<uint64_t, DumpProperties> &GetDumpPropertiesMap() { return dump_properties_map_; }

void AddDumpProperties(uint64_t session_id, const DumpProperties &dump_properties);
void RemoveDumpProperties(uint64_t session_id);

private: private:
// Private construct, destructor // Private construct, destructor
PropertiesManager(); PropertiesManager();
@@ -111,8 +104,6 @@ class PropertiesManager {


std::map<std::string, std::string> properties_map_; std::map<std::string, std::string> properties_map_;
std::mutex mutex_; std::mutex mutex_;

std::map<uint64_t, DumpProperties> dump_properties_map_;
}; };
} // namespace ge } // namespace ge




+ 1
- 1
ge/engine_manager/dnnengine_manager.cc View File

@@ -217,7 +217,7 @@ std::string DNNEngineManager::GetDNNEngineName(const ge::NodePtr &node_ptr) {
std::string unsupported_reason; std::string unsupported_reason;
// It will be replaced by engine' checksupport // It will be replaced by engine' checksupport
uint64_t start_time = GetCurrentTimestamp(); uint64_t start_time = GetCurrentTimestamp();
if (kernel_info_store->second->CheckSupported(op_desc, unsupported_reason)) {
if (kernel_info_store->second->CheckSupported(node_ptr, unsupported_reason)) {
checksupport_cost_[kernel_name] += GetCurrentTimestamp() - start_time; checksupport_cost_[kernel_name] += GetCurrentTimestamp() - start_time;
op_desc->SetOpEngineName(it.engine); op_desc->SetOpEngineName(it.engine);
op_desc->SetOpKernelLibName(kernel_name); op_desc->SetOpKernelLibName(kernel_name);


+ 2
- 3
ge/executor/CMakeLists.txt View File

@@ -17,6 +17,7 @@ set(SRC_LIST
"../common/dump/dump_properties.cc" "../common/dump/dump_properties.cc"
"../common/dump/dump_manager.cc" "../common/dump/dump_manager.cc"
"../common/dump/dump_op.cc" "../common/dump/dump_op.cc"
"../common/dump/opdebug_register.cc"
"../common/profiling/ge_profiling.cc" "../common/profiling/ge_profiling.cc"
"../graph/load/graph_loader.cc" "../graph/load/graph_loader.cc"
"../graph/execute/graph_execute.cc" "../graph/execute/graph_execute.cc"
@@ -33,7 +34,6 @@ set(SRC_LIST
"../model/ge_model.cc" "../model/ge_model.cc"
"../model/ge_root_model.cc" "../model/ge_root_model.cc"
"../graph/load/model_manager/davinci_model.cc" "../graph/load/model_manager/davinci_model.cc"
"../graph/load/model_manager/davinci_model_parser.cc"
"../graph/load/model_manager/model_manager.cc" "../graph/load/model_manager/model_manager.cc"
"../graph/load/model_manager/tbe_handle_store.cc" "../graph/load/model_manager/tbe_handle_store.cc"
"../graph/load/model_manager/cpu_queue_schedule.cc" "../graph/load/model_manager/cpu_queue_schedule.cc"
@@ -250,15 +250,14 @@ target_link_options(ge_executor_shared PRIVATE
target_link_libraries(ge_executor_shared PRIVATE target_link_libraries(ge_executor_shared PRIVATE
$<BUILD_INTERFACE:intf_pub> $<BUILD_INTERFACE:intf_pub>
msprofiler msprofiler
static_mmpa
-Wl,--no-as-needed -Wl,--no-as-needed
ge_common ge_common
runtime runtime
slog slog
mmpa
graph graph
register register
error_manager error_manager
ascend_hal_stub
ascend_protobuf ascend_protobuf
c_sec c_sec
-Wl,--as-needed -Wl,--as-needed


+ 15
- 13
ge/executor/ge_executor.cc View File

@@ -16,7 +16,6 @@


#include "executor/ge_executor.h" #include "executor/ge_executor.h"
#include <cce/cce.h> #include <cce/cce.h>
#include <cce/compiler_stub.h>
#include <ctime> #include <ctime>
#include <iostream> #include <iostream>
#include "common/debug/log.h" #include "common/debug/log.h"
@@ -24,19 +23,11 @@
#include "common/helper/model_helper.h" #include "common/helper/model_helper.h"
#include "common/profiling/profiling_manager.h" #include "common/profiling/profiling_manager.h"
#include "common/dump/dump_manager.h" #include "common/dump/dump_manager.h"
#include "common/util.h"
#include "framework/common/debug/ge_log.h"
#include "framework/common/util.h"
#include "graph/execute/graph_execute.h" #include "graph/execute/graph_execute.h"
#include "graph/load/graph_loader.h" #include "graph/load/graph_loader.h"
#include "graph/load/model_manager/davinci_model_parser.h"
#include "graph/load/model_manager/model_manager.h" #include "graph/load/model_manager/model_manager.h"
#include "graph/manager/graph_mem_allocator.h" #include "graph/manager/graph_mem_allocator.h"
#include "graph/model.h"
#include "graph/utils/graph_utils.h"
#include "mmpa/mmpa_api.h"
#include "single_op/single_op_manager.h" #include "single_op/single_op_manager.h"
#include "graph/manager/graph_var_manager.h"
#include "graph/load/model_manager/davinci_model.h" #include "graph/load/model_manager/davinci_model.h"
#include "opskernel_manager/ops_kernel_builder_manager.h" #include "opskernel_manager/ops_kernel_builder_manager.h"


@@ -56,7 +47,7 @@ void GetGeTensorDescFromDomiInfo(std::vector<ge::TensorDesc> &ge_descs,
uint32_t idx = 0; uint32_t idx = 0;
for (auto desc_item : domi_descs) { for (auto desc_item : domi_descs) {
ge::TensorDesc ge_desc; ge::TensorDesc ge_desc;
ge_desc.SetName(desc_item.name);
ge_desc.SetName(desc_item.name.c_str());
ge_desc.SetDataType(static_cast<ge::DataType>(desc_item.data_type)); ge_desc.SetDataType(static_cast<ge::DataType>(desc_item.data_type));
ge_desc.SetFormat(static_cast<ge::Format>(formats[idx])); ge_desc.SetFormat(static_cast<ge::Format>(formats[idx]));
std::vector<int64_t> shape_dims; std::vector<int64_t> shape_dims;
@@ -454,7 +445,8 @@ Status GeExecutor::GetCurDynamicDims(uint32_t model_id, const vector<uint64_t> &
if (all_data_dims[i] < 0) { if (all_data_dims[i] < 0) {
cur_dynamic_dims.push_back(dynamic_dims[i]); cur_dynamic_dims.push_back(dynamic_dims[i]);
} else if (static_cast<uint64_t>(all_data_dims[i]) != dynamic_dims[i]) { } else if (static_cast<uint64_t>(all_data_dims[i]) != dynamic_dims[i]) {
GELOGE(ACL_ERROR_GE_DYNAMIC_INPUT_LENGTH_INVALID, "Static dims should be same, index: %zu value: %lu should be %ld",
GELOGE(ACL_ERROR_GE_DYNAMIC_INPUT_LENGTH_INVALID,
"Static dims should be same, index: %zu value: %lu should be %ld",
i, dynamic_dims[i], all_data_dims[i]); i, dynamic_dims[i], all_data_dims[i]);
return ACL_ERROR_GE_DYNAMIC_INPUT_LENGTH_INVALID; return ACL_ERROR_GE_DYNAMIC_INPUT_LENGTH_INVALID;
} }
@@ -930,12 +922,22 @@ Status GeExecutor::GetMemAndWeightSize(const void *model_data, size_t model_size


Status GeExecutor::LoadSingleOp(const std::string &model_name, const ge::ModelData &modelData, void *stream, Status GeExecutor::LoadSingleOp(const std::string &model_name, const ge::ModelData &modelData, void *stream,
SingleOp **single_op) { SingleOp **single_op) {
return SingleOpManager::GetInstance().GetOpFromModel(model_name, modelData, stream, single_op);
return LoadSingleOpV2(model_name, modelData, stream, single_op, 0);
}

Status GeExecutor::LoadSingleOpV2(const std::string &model_name, const ge::ModelData &modelData, void *stream,
SingleOp **single_op, const uint64_t model_id) {
return SingleOpManager::GetInstance().GetOpFromModel(model_name, modelData, stream, single_op, model_id);
} }


Status GeExecutor::LoadDynamicSingleOp(const std::string &model_name, const ge::ModelData &modelData, void *stream, Status GeExecutor::LoadDynamicSingleOp(const std::string &model_name, const ge::ModelData &modelData, void *stream,
DynamicSingleOp **single_op) { DynamicSingleOp **single_op) {
return SingleOpManager::GetInstance().GetDynamicOpFromModel(model_name, modelData, stream, single_op);
return LoadDynamicSingleOpV2(model_name, modelData, stream, single_op, 0);
}

Status GeExecutor::LoadDynamicSingleOpV2(const std::string &model_name, const ge::ModelData &modelData, void *stream,
DynamicSingleOp **single_op, const uint64_t model_id) {
return SingleOpManager::GetInstance().GetDynamicOpFromModel(model_name, modelData, stream, single_op, model_id);
} }


Status GeExecutor::ExecuteAsync(SingleOp *executor, const std::vector<DataBuffer> &inputs, Status GeExecutor::ExecuteAsync(SingleOp *executor, const std::vector<DataBuffer> &inputs,


+ 10
- 2
ge/ge_runtime/runtime_model.cc View File

@@ -28,7 +28,10 @@


namespace ge { namespace ge {
namespace model_runner { namespace model_runner {
namespace {
const int kOffsetUnit = 8; const int kOffsetUnit = 8;
const uint32_t kStringHeadElems = 2;
} // namespace
RuntimeModel::~RuntimeModel() { RuntimeModel::~RuntimeModel() {
GELOGI("RuntimeModel destructor start"); GELOGI("RuntimeModel destructor start");


@@ -496,10 +499,15 @@ bool RuntimeModel::InitConstantInfo(std::shared_ptr<DavinciModel> &davinci_model
return false; return false;
} }
uint64_t *buff = reinterpret_cast<uint64_t *>(const_cast<char *>(constant->weight_data.data())); uint64_t *buff = reinterpret_cast<uint64_t *>(const_cast<char *>(constant->weight_data.data()));
int64_t offset = elem_num * kOffsetUnit;
uint32_t head_len = kOffsetUnit * kStringHeadElems;
if (ge::CheckInt64Uint32MulOverflow(elem_num, head_len) != SUCCESS) {
GELOGE(FAILED, "Shape size is invalid");
return false;
}
int64_t offset = elem_num * head_len;
uintptr_t hbm_raw_data_base_addr = reinterpret_cast<uintptr_t>(constant->output_addrs[0]) + offset; uintptr_t hbm_raw_data_base_addr = reinterpret_cast<uintptr_t>(constant->output_addrs[0]) + offset;
for (int64_t i = elem_num - 1; i >= 0; --i) { for (int64_t i = elem_num - 1; i >= 0; --i) {
buff[i] = hbm_raw_data_base_addr + (buff[i] - buff[0]);
buff[i * kStringHeadElems] = hbm_raw_data_base_addr + (buff[i * kStringHeadElems] - buff[0]);
} }
} }




+ 35
- 21
ge/generator/ge_generator.cc View File

@@ -66,7 +66,8 @@ bool ContainsDynamicInpus(const ge::OpDesc &op_desc) {
} // namespace } // namespace


namespace ge { namespace ge {
static Status CheckEngineTypeSupport(const OpDescPtr &op_desc, OpEngineType engine_type) {
static Status CheckEngineTypeSupport(const NodePtr &node, OpEngineType engine_type) {
const OpDescPtr &op_desc = node->GetOpDesc();
GE_CHECK_NOTNULL_EXEC(op_desc, return PARAM_INVALID); GE_CHECK_NOTNULL_EXEC(op_desc, return PARAM_INVALID);
if (engine_type == ENGINE_SYS) { if (engine_type == ENGINE_SYS) {
GELOGI("CheckEngineType: use default engine."); GELOGI("CheckEngineType: use default engine.");
@@ -123,7 +124,7 @@ static Status CheckEngineTypeSupport(const OpDescPtr &op_desc, OpEngineType engi
auto kernel_info_store = kernel_map.find(kernel_name); auto kernel_info_store = kernel_map.find(kernel_name);
if (kernel_info_store != kernel_map.end()) { if (kernel_info_store != kernel_map.end()) {
std::string unsupported_reason; std::string unsupported_reason;
if (kernel_info_store->second->CheckSupported(op_desc, unsupported_reason)) {
if (kernel_info_store->second->CheckSupported(node, unsupported_reason)) {
op_desc->SetOpEngineName(op_engine_name); op_desc->SetOpEngineName(op_engine_name);
op_desc->SetOpKernelLibName(kernel_name); op_desc->SetOpKernelLibName(kernel_name);
GELOGI("CheckEngineType:Set OpKernelLibName %s and engine name %s into op_desc %s", kernel_name.c_str(), GELOGI("CheckEngineType:Set OpKernelLibName %s and engine name %s into op_desc %s", kernel_name.c_str(),
@@ -147,7 +148,7 @@ static Status CheckEngineTypeSupport(const OpDescPtr &op_desc, OpEngineType engi
return FAILED; return FAILED;
} }


static Status AddInputs(const ComputeGraphPtr &graph, const NodePtr &node, GeTensorDesc &tensor, int32_t index,
static Status AddInputs(const ComputeGraphPtr &graph, const NodePtr &node, const GeTensorDesc &tensor, int32_t index,
bool attr) { bool attr) {
GE_CHECK_NOTNULL_EXEC(graph, return PARAM_INVALID); GE_CHECK_NOTNULL_EXEC(graph, return PARAM_INVALID);
GE_CHECK_NOTNULL_EXEC(node, return PARAM_INVALID); GE_CHECK_NOTNULL_EXEC(node, return PARAM_INVALID);
@@ -326,6 +327,8 @@ Status GeGenerator::Initialize(const map<string, string> &options, OmgContext &o
GELOGE(MEMALLOC_FAILED, "Make shared failed"); GELOGE(MEMALLOC_FAILED, "Make shared failed");
return MEMALLOC_FAILED; return MEMALLOC_FAILED;
} }

ErrorManager::GetInstance().SetStage(ErrorMessage::kInitialize, ErrorMessage::kOpsProtoInit);
string opsproto_path; string opsproto_path;
GetOpsProtoPath(opsproto_path); GetOpsProtoPath(opsproto_path);
GELOGI("Get opsproto path is %s", opsproto_path.c_str()); GELOGI("Get opsproto path is %s", opsproto_path.c_str());
@@ -374,6 +377,7 @@ Status GeGenerator::Initialize(const map<string, string> &options, OmgContext &o
} }


Status GeGenerator::Finalize() { Status GeGenerator::Finalize() {
ErrorManager::GetInstance().SetStage(ErrorMessage::kFinalize, ErrorMessage::kFinalize);
GE_CHECK_NOTNULL_EXEC(impl_, return PARAM_INVALID); GE_CHECK_NOTNULL_EXEC(impl_, return PARAM_INVALID);
Status ret = impl_->graph_manager_.Finalize(); Status ret = impl_->graph_manager_.Finalize();
if (ret != SUCCESS) { if (ret != SUCCESS) {
@@ -385,12 +389,14 @@ Status GeGenerator::Finalize() {


Status GeGenerator::GenerateOfflineModel(const Graph &graph, const string &file_name_prefix, Status GeGenerator::GenerateOfflineModel(const Graph &graph, const string &file_name_prefix,
const vector<GeTensor> &inputs) { const vector<GeTensor> &inputs) {
ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kOther);
GELOGI("Start to generate offline model."); GELOGI("Start to generate offline model.");
ModelBufferData model; ModelBufferData model;
return GenerateModel(graph, file_name_prefix, inputs, model, true); return GenerateModel(graph, file_name_prefix, inputs, model, true);
} }


Status GeGenerator::GenerateOnlineModel(const Graph &graph, const vector<GeTensor> &inputs, ModelBufferData &model) { Status GeGenerator::GenerateOnlineModel(const Graph &graph, const vector<GeTensor> &inputs, ModelBufferData &model) {
ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kOther);
return GenerateModel(graph, "online", inputs, model, false); return GenerateModel(graph, "online", inputs, model, false);
} }


@@ -671,6 +677,8 @@ Status GeGenerator::CheckForSingleOp(OpDescPtr &op_desc, const vector<GeTensor>
Status GeGenerator::BuildSingleOp(OpDescPtr &op_desc, const vector<GeTensor> &inputs, const vector<GeTensor> &outputs, Status GeGenerator::BuildSingleOp(OpDescPtr &op_desc, const vector<GeTensor> &inputs, const vector<GeTensor> &outputs,
const string &model_file_name, OpEngineType engine_type, ModelBufferData &model_buff, const string &model_file_name, OpEngineType engine_type, ModelBufferData &model_buff,
bool is_offline) { bool is_offline) {
GE_CHECK_NOTNULL_EXEC(impl_, return PARAM_INVALID);
impl_->is_offline_ = is_offline;
if (!is_offline) { if (!is_offline) {
(void)AttrUtils::SetBool(op_desc, ATTR_SINGLE_OP_SCENE, true); (void)AttrUtils::SetBool(op_desc, ATTR_SINGLE_OP_SCENE, true);
} }
@@ -690,27 +698,26 @@ Status GeGenerator::BuildSingleOp(OpDescPtr &op_desc, const vector<GeTensor> &in
OpDescPtr op_desc_tmp = AttrUtils::CloneOpDesc(op_desc); OpDescPtr op_desc_tmp = AttrUtils::CloneOpDesc(op_desc);
GE_CHECK_NOTNULL(op_desc_tmp); GE_CHECK_NOTNULL(op_desc_tmp);


// 1. check engine type when compile online
// 1. Create ComputeGraph.
string name = ge::CurrentTimeInStr() + "_" + model_file_name;
Graph graph;
GE_CHK_STATUS(BuildSingleOpGraph(op_desc, inputs, outputs, name, graph), "make graph fail.");

// 2. check engine type when compile online
if (model_file_name == kFileNameSuffix) { if (model_file_name == kFileNameSuffix) {
Status ret = CheckEngineTypeSupport(op_desc, engine_type);
auto comp_graph = GraphUtils::GetComputeGraph(graph);
GE_CHECK_NOTNULL(comp_graph);
auto node = comp_graph->FindNode(op_desc->GetName());
Status ret = CheckEngineTypeSupport(node, engine_type);
if (ret != SUCCESS) { if (ret != SUCCESS) {
GELOGE(ret, "check engine type failed."); GELOGE(ret, "check engine type failed.");
return ret; return ret;
} }
} }


// 2. Create ComputeGraph.
string name = ge::CurrentTimeInStr() + "_" + model_file_name;
Graph graph;
if (BuildSingleOpGraph(op_desc, inputs, outputs, name, graph) != ge::SUCCESS) {
GELOGE(GRAPH_FAILED, "make graph fail.");
return GRAPH_FAILED;
}
GELOGI("ATC parser success in single op build."); GELOGI("ATC parser success in single op build.");


GeRootModelPtr ge_root_model = nullptr; GeRootModelPtr ge_root_model = nullptr;
GE_CHECK_NOTNULL_EXEC(impl_, return PARAM_INVALID);
impl_->is_offline_ = is_offline;
GE_CHK_STATUS_RET_NOLOG(impl_->BuildModel(graph, inputs, ge_root_model)); GE_CHK_STATUS_RET_NOLOG(impl_->BuildModel(graph, inputs, ge_root_model));
map<string, GeAttrValue> op_attrs = op_desc_tmp->GetAllAttrs(); map<string, GeAttrValue> op_attrs = op_desc_tmp->GetAllAttrs();
GE_CHECK_NOTNULL(ge_root_model); GE_CHECK_NOTNULL(ge_root_model);
@@ -723,7 +730,7 @@ Status GeGenerator::BuildSingleOp(OpDescPtr &op_desc, const vector<GeTensor> &in
const ComputeGraphPtr root_graph = ge_root_model->GetRootGraph(); const ComputeGraphPtr root_graph = ge_root_model->GetRootGraph();
GeModelPtr &ge_model = name_to_ge_model.begin()->second; GeModelPtr &ge_model = name_to_ge_model.begin()->second;
GE_CHK_STATUS_RET_NOLOG(CheckDynamicSupport(ge_model, root_graph)); GE_CHK_STATUS_RET_NOLOG(CheckDynamicSupport(ge_model, root_graph));
GELOGD("The opType in op_desc_tmp is [%s]", op_desc_tmp->GetType().c_str());
GELOGI("After build model, The opType in op_desc_tmp is [%s]", op_desc_tmp->GetType().c_str());


bool all_shape = false; bool all_shape = false;
(void)AttrUtils::GetBool(op_desc, kAicpuAllshape, all_shape); (void)AttrUtils::GetBool(op_desc, kAicpuAllshape, all_shape);
@@ -738,6 +745,7 @@ Status GeGenerator::BuildSingleOp(OpDescPtr &op_desc, const vector<GeTensor> &in
} else { } else {
GE_CHK_STATUS_RET_NOLOG(impl_->SaveParams(ge_model, op_desc_tmp->GetType(), op_attrs, inputs, outputs)); GE_CHK_STATUS_RET_NOLOG(impl_->SaveParams(ge_model, op_desc_tmp->GetType(), op_attrs, inputs, outputs));
} }
GELOGI("Start save GeModel to Model buffer");
GE_CHK_STATUS_RET_NOLOG(impl_->SaveModel(model_file_name, ge_model, model_buff)); GE_CHK_STATUS_RET_NOLOG(impl_->SaveModel(model_file_name, ge_model, model_buff));
return SUCCESS; return SUCCESS;
} }
@@ -753,10 +761,13 @@ Status GeGenerator::BuildSingleOp(OpDescPtr &op_desc, const vector<GeTensor> &in
*/ */
Status GeGenerator::BuildSingleOpModel(OpDescPtr &op_desc, const vector<GeTensor> &inputs, Status GeGenerator::BuildSingleOpModel(OpDescPtr &op_desc, const vector<GeTensor> &inputs,
const vector<GeTensor> &outputs, const string &model_file_name) { const vector<GeTensor> &outputs, const string &model_file_name) {
GELOGI("Start to build single op offline model.");
ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kOther);
GELOGI("Start to build single op offline model, input size: %zu, output size: %zu", inputs.size(), outputs.size());
ModelBufferData model_buff; ModelBufferData model_buff;
OpEngineType engine_type = ENGINE_SYS; OpEngineType engine_type = ENGINE_SYS;
return BuildSingleOp(op_desc, inputs, outputs, model_file_name, engine_type, model_buff, true);
Status status = BuildSingleOp(op_desc, inputs, outputs, model_file_name, engine_type, model_buff, true);
GELOGI("Finish build single offline model, status: %u", status);
return status;
} }


/** /**
@@ -772,8 +783,11 @@ Status GeGenerator::BuildSingleOpModel(OpDescPtr &op_desc, const vector<GeTensor
Status GeGenerator::BuildSingleOpModel(OpDescPtr &op_desc, const vector<GeTensor> &inputs, Status GeGenerator::BuildSingleOpModel(OpDescPtr &op_desc, const vector<GeTensor> &inputs,
const vector<GeTensor> &outputs, OpEngineType engine_type, const vector<GeTensor> &outputs, OpEngineType engine_type,
ModelBufferData &model_buff) { ModelBufferData &model_buff) {
GELOGI("Start to build single op online");
return BuildSingleOp(op_desc, inputs, outputs, kFileNameSuffix, engine_type, model_buff, false);
ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kOther);
GELOGI("Start to build single op online, input size: %zu, output size: %zu", inputs.size(), outputs.size());
Status status = BuildSingleOp(op_desc, inputs, outputs, kFileNameSuffix, engine_type, model_buff, false);
GELOGI("Finish build single online model, status: %u", status);
return status;
} }


Status GeGenerator::BuildSingleOpGraph(OpDescPtr &op_desc, const vector<GeTensor> &inputs, Status GeGenerator::BuildSingleOpGraph(OpDescPtr &op_desc, const vector<GeTensor> &inputs,
@@ -798,8 +812,7 @@ Status GeGenerator::BuildSingleOpGraph(OpDescPtr &op_desc, const vector<GeTensor
} }
} else { } else {
for (const auto &in_desc : inputs) { for (const auto &in_desc : inputs) {
GeTensorDesc input_desc = in_desc.GetTensorDesc();
GE_CHK_STATUS_RET_NOLOG(AddInputs(compute_graph, op_node, input_desc, arg_index, true));
GE_CHK_STATUS_RET_NOLOG(AddInputs(compute_graph, op_node, in_desc.GetTensorDesc(), arg_index, true));
arg_index++; arg_index++;
} }
} }
@@ -908,6 +921,7 @@ Status GeGenerator::Impl::BuildModel(const Graph &graph, const vector<GeTensor>
ret = graph_manager_.BuildGraph(graph_id, inputs, ge_root_model, session_id); ret = graph_manager_.BuildGraph(graph_id, inputs, ge_root_model, session_id);
} }


ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kOther);
if (ret != SUCCESS) { if (ret != SUCCESS) {
GELOGE(GE_GENERATOR_GRAPH_MANAGER_BUILD_GRAPH_FAILED, "GraphManager build graph fail, graph id: %u", graph_id); GELOGE(GE_GENERATOR_GRAPH_MANAGER_BUILD_GRAPH_FAILED, "GraphManager build graph fail, graph id: %u", graph_id);
VarManagerPool::Instance().RemoveVarManager(session_id); VarManagerPool::Instance().RemoveVarManager(session_id);


+ 6
- 0
ge/graph/build/graph_builder.cc View File

@@ -222,6 +222,7 @@ Status GraphBuilder::BuildForKnownShapeGraph(ComputeGraphPtr &comp_graph,
return SUCCESS; return SUCCESS;
} }


ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kPreBuild);
GELOGI("Begin to build known shape graph[%s].", comp_graph->GetName().c_str()); GELOGI("Begin to build known shape graph[%s].", comp_graph->GetName().c_str());
Status ret = SecondPartition(comp_graph); Status ret = SecondPartition(comp_graph);
GE_CHK_STATUS_RET(ret, "Graph[%s] second partition Failed.", comp_graph->GetName().c_str()); GE_CHK_STATUS_RET(ret, "Graph[%s] second partition Failed.", comp_graph->GetName().c_str());
@@ -252,6 +253,7 @@ Status GraphBuilder::BuildForKnownShapeGraph(ComputeGraphPtr &comp_graph,
GE_TIMESTAMP_END(BuildModelForGetTask, "GraphBuilder::BuildModelForGetTask"); GE_TIMESTAMP_END(BuildModelForGetTask, "GraphBuilder::BuildModelForGetTask");
GE_DUMP(comp_graph, "AfterBuildModel"); GE_DUMP(comp_graph, "AfterBuildModel");


ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kTaskGenerate);
GE_TIMESTAMP_START(GetTaskInfo); GE_TIMESTAMP_START(GetTaskInfo);
ret = GetTaskInfo(builder, model_ptr, comp_graph, subgraph_map, session_id); ret = GetTaskInfo(builder, model_ptr, comp_graph, subgraph_map, session_id);
GE_TIMESTAMP_END(GetTaskInfo, "GraphBuilder::GetTaskInfo"); GE_TIMESTAMP_END(GetTaskInfo, "GraphBuilder::GetTaskInfo");
@@ -261,6 +263,7 @@ Status GraphBuilder::BuildForKnownShapeGraph(ComputeGraphPtr &comp_graph,
return ret; return ret;
} }


ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kOther);
ge_model_ptr = MakeShared<ge::GeModel>(); ge_model_ptr = MakeShared<ge::GeModel>();
if (ge_model_ptr == nullptr) { if (ge_model_ptr == nullptr) {
return MEMALLOC_FAILED; return MEMALLOC_FAILED;
@@ -320,6 +323,7 @@ Status GraphBuilder::SetConstantInputOffset(ComputeGraphPtr &comp_graph) {


Status GraphBuilder::BuildForUnknownShapeGraph(ComputeGraphPtr &comp_graph, GeModelPtr &ge_model_ptr, Status GraphBuilder::BuildForUnknownShapeGraph(ComputeGraphPtr &comp_graph, GeModelPtr &ge_model_ptr,
uint64_t session_id) { uint64_t session_id) {
ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kPreBuild);
GELOGI("Begin to build unknown shape graph[%s].", comp_graph->GetName().c_str()); GELOGI("Begin to build unknown shape graph[%s].", comp_graph->GetName().c_str());
Graph2SubGraphInfoList subgraph_map; Graph2SubGraphInfoList subgraph_map;
ge::ModelBuilder builder(session_id, comp_graph, subgraph_map, stream_max_parallel_num_, hcom_parallel_, build_mode_); ge::ModelBuilder builder(session_id, comp_graph, subgraph_map, stream_max_parallel_num_, hcom_parallel_, build_mode_);
@@ -352,9 +356,11 @@ Status GraphBuilder::BuildForUnknownShapeGraph(ComputeGraphPtr &comp_graph, GeMo
GE_CHK_STATUS_RET(builder.BuildModelForGetDynShapeTask(*model_ptr), GE_CHK_STATUS_RET(builder.BuildModelForGetDynShapeTask(*model_ptr),
"Graph[%s] builder BuildModelForGetDynShapeTask() return fail.", comp_graph->GetName().c_str()); "Graph[%s] builder BuildModelForGetDynShapeTask() return fail.", comp_graph->GetName().c_str());
GE_TIMESTAMP_END(BuildModelForGetDynShapeTask, "GraphBuilder::BuildModelForGetDynShapeTask"); GE_TIMESTAMP_END(BuildModelForGetDynShapeTask, "GraphBuilder::BuildModelForGetDynShapeTask");
ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kTaskGenerate);
GE_TIMESTAMP_START(GetTaskInfo); GE_TIMESTAMP_START(GetTaskInfo);
Status ret = GetTaskInfo(builder, model_ptr, comp_graph, subgraph_map, session_id); Status ret = GetTaskInfo(builder, model_ptr, comp_graph, subgraph_map, session_id);
GE_TIMESTAMP_END(GetTaskInfo, "GraphBuilder::GetTaskInfo"); GE_TIMESTAMP_END(GetTaskInfo, "GraphBuilder::GetTaskInfo");
ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kOther);


GraphUtils::DumpGEGraph(comp_graph, "AfterGetTask"); GraphUtils::DumpGEGraph(comp_graph, "AfterGetTask");
GraphUtils::DumpGEGraphToOnnx(*comp_graph, "AfterGetTask"); GraphUtils::DumpGEGraphToOnnx(*comp_graph, "AfterGetTask");


+ 24
- 13
ge/graph/build/memory/graph_mem_assigner.cc View File

@@ -157,8 +157,8 @@ ge::Status GraphMemoryAssigner::AssignMemory2HasRefAttrNode() {
} }


ge::Status CalculateTensorRealSizeAndOutSize(const ge::ConstGeTensorDescPtr &output_desc, ge::Status CalculateTensorRealSizeAndOutSize(const ge::ConstGeTensorDescPtr &output_desc,
int64_t dim_index, int64_t &output_mem_size,
int64_t &batch_dim_num, int64_t &out_size) {
int64_t dim_index, int64_t &output_mem_size,
int64_t &batch_dim_num, int64_t &out_size) {
graphStatus graph_status = ge::TensorUtils::GetSize(*output_desc, out_size); graphStatus graph_status = ge::TensorUtils::GetSize(*output_desc, out_size);
if (graph_status != GRAPH_SUCCESS) { if (graph_status != GRAPH_SUCCESS) {
GELOGE(FAILED, "Opdesc GetSize failed!"); GELOGE(FAILED, "Opdesc GetSize failed!");
@@ -430,18 +430,18 @@ Status GraphMemoryAssigner::ReAssignContinuousMemory(bool is_loop_graph) {
GELOGE(FAILED, "node %s has no continuous type!", node->GetName().c_str()); GELOGE(FAILED, "node %s has no continuous type!", node->GetName().c_str());
return FAILED; return FAILED;
} }
GE_CHK_STATUS_RET(AssignContinuousInputMemoryWithAtomicProcess(node, iter->second),
GE_CHK_STATUS_RET(AssignContinuousInputMemoryWithAtomicProcess(node, iter->second, true),
"Assign node %s continuous input memory failed.", node->GetName().c_str()) "Assign node %s continuous input memory failed.", node->GetName().c_str())
} }
for (auto pair : memory_offset_) { for (auto pair : memory_offset_) {
GELOGD("After reassign continuous memory, memory type = %ld, memoffset = %zu.", pair.first,
GELOGD("After reassign continuous memory, memory type = %ld, mem_offset = %zu.", pair.first,
pair.second.mem_offset_); pair.second.mem_offset_);
} }
return ge::SUCCESS; return ge::SUCCESS;
} }


Status GraphMemoryAssigner::AssignContinuousInputMemory(const ge::NodePtr &node, int64_t &continuous_mem_start, Status GraphMemoryAssigner::AssignContinuousInputMemory(const ge::NodePtr &node, int64_t &continuous_mem_start,
int64_t &continuous_mem_size, int64_t memory_type, uint32_t continuous_type) {
int64_t &continuous_mem_size, int64_t memory_type, uint32_t continuous_type, bool reverse_refresh) {
GELOGI("Current node %s needs continuous input.", node->GetName().c_str()); GELOGI("Current node %s needs continuous input.", node->GetName().c_str());
auto iter = memory_offset_.find(memory_type); auto iter = memory_offset_.find(memory_type);
if (iter == memory_offset_.end()) { if (iter == memory_offset_.end()) {
@@ -508,12 +508,16 @@ Status GraphMemoryAssigner::AssignContinuousInputMemory(const ge::NodePtr &node,
std::map<int32_t, int32_t> out2ins; std::map<int32_t, int32_t> out2ins;
GE_CHK_STATUS_RET(GetAllRef(node, out2ins), "Node: %s get all ref failed", node->GetName().c_str()); GE_CHK_STATUS_RET(GetAllRef(node, out2ins), "Node: %s get all ref failed", node->GetName().c_str());
// output is beginning offset, set offset for input; only support this case now // output is beginning offset, set offset for input; only support this case now
if (out2ins.size() == 1 && out2ins.begin()->second == 0) {
if ((out2ins.size() == 1) && (out2ins.begin()->second == 0) && (reverse_refresh)) {
auto peer_output_offset = output_list.at(peer_out_data_anchor->GetIdx());
output_list.at(peer_out_data_anchor->GetIdx()) = output_list_this.at(out2ins.begin()->first); output_list.at(peer_out_data_anchor->GetIdx()) = output_list_this.at(out2ins.begin()->first);
peer_op_desc->SetOutputOffset(output_list); peer_op_desc->SetOutputOffset(output_list);
GELOGI("Node %s out %d ref in %d input node %s, use output offset %ld update %ld.", node->GetName().c_str(),
out2ins.begin()->first, out2ins.begin()->second, peer_op_desc->GetName().c_str(),
output_list_this.at(out2ins.begin()->first), peer_output_offset);
} else { } else {
GELOGW("Node %s out %d ref in %d with total ref numbers %zu", node->GetName().c_str(), out2ins.begin()->first,
out2ins.begin()->second, out2ins.size());
GELOGD("Node %s out %d ref in %d input node %s with total ref numbers %zu.", node->GetName().c_str(),
out2ins.begin()->first, out2ins.begin()->second, peer_op_desc->GetName().c_str(), out2ins.size());
} }
// first input is beginning offset // first input is beginning offset
mem_offset = output_list.at(peer_out_data_anchor->GetIdx()); mem_offset = output_list.at(peer_out_data_anchor->GetIdx());
@@ -538,7 +542,7 @@ Status GraphMemoryAssigner::AssignContinuousInputMemory(const ge::NodePtr &node,
} }


GELOGI("[IMAS]Continuous input : Set %s name[%s] optype[%s] output[%d] offset to [%zu] stream_id[%ld] memtype[%ld] " GELOGI("[IMAS]Continuous input : Set %s name[%s] optype[%s] output[%d] offset to [%zu] stream_id[%ld] memtype[%ld] "
"size[%zu] realsize[%ld] nopadding[%d].", node->GetOwnerComputeGraph()->GetName().c_str(),
"size[%zu] realsize[%ld] nopadding size[%d].", node->GetOwnerComputeGraph()->GetName().c_str(),
peer_op_desc->GetName().c_str(), node->GetType().c_str(), peer_out_data_anchor->GetIdx(), peer_op_desc->GetName().c_str(), node->GetType().c_str(), peer_out_data_anchor->GetIdx(),
output_list.at(peer_out_data_anchor->GetIdx()), peer_op_desc->GetStreamId(), memory_type, output_list.at(peer_out_data_anchor->GetIdx()), peer_op_desc->GetStreamId(), memory_type,
is_continuous_input_allocated ? 0UL : align_size, real_size, is_nopadding); is_continuous_input_allocated ? 0UL : align_size, real_size, is_nopadding);
@@ -1535,12 +1539,17 @@ ge::Status GraphMemoryAssigner::GetAllRef(const NodePtr &node, map<int32_t, int3
bool GraphMemoryAssigner::AssignContinuousInputMemoryWithAtomicProcessDirectly( bool GraphMemoryAssigner::AssignContinuousInputMemoryWithAtomicProcessDirectly(
const NodePtr &input_continuous_node, map<NodePtr, uint32_t> &node_2_continuous_type) { const NodePtr &input_continuous_node, map<NodePtr, uint32_t> &node_2_continuous_type) {
for (const auto &in_node : input_continuous_node->GetInDataNodes()) { for (const auto &in_node : input_continuous_node->GetInDataNodes()) {
if (in_node->GetType() == VARIABLE) {
GELOGI("node %s 's precursor node %s is variable, do not store.", input_continuous_node->GetName().c_str(),
in_node->GetName().c_str());
return true;
}
auto iter = node_2_continuous_type.find(in_node); auto iter = node_2_continuous_type.find(in_node);
// In node's topo order in the front, so function can not be exception // In node's topo order in the front, so function can not be exception
auto continuous_type = iter->second; auto continuous_type = iter->second;
bool continuous_input = ((continuous_type & kTypeInput) != 0) || ((continuous_type & kTypeInputNoPadding) != 0); bool continuous_input = ((continuous_type & kTypeInput) != 0) || ((continuous_type & kTypeInputNoPadding) != 0);
if (continuous_input) { if (continuous_input) {
GELOGI("node %s 's precursor node %s need assign continuous input memory, store node firstly.",
GELOGI("Node %s 's precursor node %s need assign continuous input memory, store node firstly.",
input_continuous_node->GetName().c_str(), in_node->GetName().c_str()); input_continuous_node->GetName().c_str(), in_node->GetName().c_str());
return false; return false;
} }
@@ -1550,7 +1559,7 @@ bool GraphMemoryAssigner::AssignContinuousInputMemoryWithAtomicProcessDirectly(
node_2_continuous_type.emplace(out_node, continuous_type); node_2_continuous_type.emplace(out_node, continuous_type);
bool continuous_input = ((continuous_type & kTypeInput) != 0) || ((continuous_type & kTypeInputNoPadding) != 0); bool continuous_input = ((continuous_type & kTypeInput) != 0) || ((continuous_type & kTypeInputNoPadding) != 0);
if (continuous_input) { if (continuous_input) {
GELOGI("node %s 's succeed node %s need assign continuous input memory, store node firstly.",
GELOGI("Node %s 's succeed node %s need assign continuous input memory, store node firstly.",
input_continuous_node->GetName().c_str(), out_node->GetName().c_str()); input_continuous_node->GetName().c_str(), out_node->GetName().c_str());
return false; return false;
} }
@@ -1560,13 +1569,15 @@ bool GraphMemoryAssigner::AssignContinuousInputMemoryWithAtomicProcessDirectly(
} }


ge::Status GraphMemoryAssigner::AssignContinuousInputMemoryWithAtomicProcess(const NodePtr &input_continuous_node, ge::Status GraphMemoryAssigner::AssignContinuousInputMemoryWithAtomicProcess(const NodePtr &input_continuous_node,
uint32_t continuous_type) {
uint32_t continuous_type,
bool reverse_refresh) {
int64_t mem_clean_start = 0; int64_t mem_clean_start = 0;
int64_t mem_clean_size = 0; int64_t mem_clean_size = 0;
int64_t memory_type = RT_MEMORY_HBM; int64_t memory_type = RT_MEMORY_HBM;


GE_CHK_STATUS_RET(GetNodeMemoryType(input_continuous_node, memory_type, "input"), "Get node memory type failed."); GE_CHK_STATUS_RET(GetNodeMemoryType(input_continuous_node, memory_type, "input"), "Get node memory type failed.");
auto ret = AssignContinuousInputMemory(input_continuous_node, mem_clean_start, mem_clean_size, memory_type, continuous_type);
auto ret = AssignContinuousInputMemory(input_continuous_node, mem_clean_start, mem_clean_size, memory_type,
continuous_type, reverse_refresh);
if (ret != ge::SUCCESS) { if (ret != ge::SUCCESS) {
GELOGE(ret, "Assign continuous input memory failed!"); GELOGE(ret, "Assign continuous input memory failed!");
return ret; return ret;


+ 3
- 2
ge/graph/build/memory/graph_mem_assigner.h View File

@@ -131,13 +131,14 @@ class GraphMemoryAssigner {
std::map<NodePtr, uint32_t> &node_2_continuous_type); std::map<NodePtr, uint32_t> &node_2_continuous_type);


ge::Status AssignContinuousInputMemoryWithAtomicProcess(const NodePtr &input_continuous_node, ge::Status AssignContinuousInputMemoryWithAtomicProcess(const NodePtr &input_continuous_node,
uint32_t continuous_type);
uint32_t continuous_type, bool reverse_refresh = false);


ge::Status FilterAtomicNodesForMemoryAssign(map<string, map<NodePtr, vector<NodePtr>>> &normal_atomic_nodes_map, ge::Status FilterAtomicNodesForMemoryAssign(map<string, map<NodePtr, vector<NodePtr>>> &normal_atomic_nodes_map,
map<string, vector<NodePtr>> &connecting_output_atomic_nodes); map<string, vector<NodePtr>> &connecting_output_atomic_nodes);


ge::Status AssignContinuousInputMemory(const ge::NodePtr &node, int64_t &continuous_mem_start, ge::Status AssignContinuousInputMemory(const ge::NodePtr &node, int64_t &continuous_mem_start,
int64_t &continuous_mem_size, int64_t memory_type, uint32_t continuous_type);
int64_t &continuous_mem_size, int64_t memory_type, uint32_t continuous_type,
bool reverse_refresh = false);


ge::Status AssignContinuousOutputMemory(const ge::NodePtr &node, int64_t memory_type, uint32_t continuous_type); ge::Status AssignContinuousOutputMemory(const ge::NodePtr &node, int64_t memory_type, uint32_t continuous_type);




+ 16
- 5
ge/graph/build/model_builder.cc View File

@@ -19,6 +19,7 @@
#include <set> #include <set>
#include <unordered_map> #include <unordered_map>
#include "common/ge/ge_util.h" #include "common/ge/ge_util.h"
#include "common/dump/dump_manager.h"
#include "framework/common/debug/ge_log.h" #include "framework/common/debug/ge_log.h"
#include "graph/anchor.h" #include "graph/anchor.h"
#include "graph/attr_value.h" #include "graph/attr_value.h"
@@ -260,7 +261,9 @@ Status ModelBuilder::SetInputOutputDesc() {
GE_IF_BOOL_EXEC(n->GetInAllNodes().empty() && n->GetOutAllNodes().empty(), continue;); GE_IF_BOOL_EXEC(n->GetInAllNodes().empty() && n->GetOutAllNodes().empty(), continue;);


SetInputIsConst(n); SetInputIsConst(n);
if (IsGeLocalOp(n->GetOpDesc())) {
bool is_unknow = false;
(void)NodeUtils::GetNodeUnknownShapeStatus(*n, is_unknow);
if ((IsGeLocalOp(n->GetOpDesc())) && (!is_unknow)) {
GE_CHK_STATUS_RET(CalcOutputSize(n), "Calculate output size failed"); GE_CHK_STATUS_RET(CalcOutputSize(n), "Calculate output size failed");
} }
ret = AdjustConstWeightSize(n, weight_offset_); ret = AdjustConstWeightSize(n, weight_offset_);
@@ -363,8 +366,11 @@ void ModelBuilder::InitL1FusionOption() {
string buffer_optimize = "off_optimize"; string buffer_optimize = "off_optimize";
graphStatus ret = ge::GetContext().GetOption(BUFFER_OPTIMIZE, buffer_optimize); graphStatus ret = ge::GetContext().GetOption(BUFFER_OPTIMIZE, buffer_optimize);
if (ret == GRAPH_SUCCESS) { if (ret == GRAPH_SUCCESS) {
is_l1_fusion_enable_ = (buffer_optimize == "l1_optimize");
GELOGD("The value of %s is %s.", BUFFER_OPTIMIZE.c_str(), buffer_optimize.c_str());
bool off_superkernel = false;
(void)AttrUtils::GetBool(compute_graph_, ATTR_NAME_OFF_SUPERKERNEL_ATTR, off_superkernel);
is_l1_fusion_enable_ = ((buffer_optimize == "l1_optimize") && (!off_superkernel));
GELOGI("Compute graph %s the value of %s is %s, superkernel flag %d.", compute_graph_->GetName().c_str(),
BUFFER_OPTIMIZE.c_str(), buffer_optimize.c_str(), is_l1_fusion_enable_);
} else { } else {
GELOGW("The value of %s is empty.", kEnableL1Fusion.c_str()); GELOGW("The value of %s is empty.", kEnableL1Fusion.c_str());
} }
@@ -429,7 +435,7 @@ Status ModelBuilder::BuildModelDef(ge::Model &model) {
GE_CHK_BOOL_EXEC(ge::AttrUtils::SetBool(&model, ATTR_NAME_SWITCH_FOR_L1_FUSION, is_l1_fusion_enable_), GE_CHK_BOOL_EXEC(ge::AttrUtils::SetBool(&model, ATTR_NAME_SWITCH_FOR_L1_FUSION, is_l1_fusion_enable_),
GELOGE(FAILED, "SetBool of ATTR_NAME_SWITCH_FOR_L1_FUSION failed."); GELOGE(FAILED, "SetBool of ATTR_NAME_SWITCH_FOR_L1_FUSION failed.");
return FAILED); return FAILED);
const DumpProperties &dump_properties = PropertiesManager::Instance().GetDumpProperties(session_id_);
const DumpProperties &dump_properties = DumpManager::GetInstance().GetDumpProperties(session_id_);
bool is_op_debug = dump_properties.IsOpDebugOpen(); bool is_op_debug = dump_properties.IsOpDebugOpen();
if (is_op_debug) { if (is_op_debug) {
if (!ge::AttrUtils::SetBool(&model, ATTR_OP_DEBUG_FLAG, is_op_debug)) { if (!ge::AttrUtils::SetBool(&model, ATTR_OP_DEBUG_FLAG, is_op_debug)) {
@@ -683,6 +689,7 @@ Status ModelBuilder::PreBuildModel() {
Status ModelBuilder::BuildModelForGetTask(ge::Model &model) { Status ModelBuilder::BuildModelForGetTask(ge::Model &model) {
GE_CHK_STATUS_RET(AdjustInputTensorFlag(), "AdjustInputTensorFlag failed!"); GE_CHK_STATUS_RET(AdjustInputTensorFlag(), "AdjustInputTensorFlag failed!");


ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kStreamAlloc);
// Assign logical streams. // Assign logical streams.
StreamAllocator stream_allocator(compute_graph_, subgraphs_); StreamAllocator stream_allocator(compute_graph_, subgraphs_);
GE_TIMESTAMP_START(AssignLogicalStreams); GE_TIMESTAMP_START(AssignLogicalStreams);
@@ -690,6 +697,7 @@ Status ModelBuilder::BuildModelForGetTask(ge::Model &model) {
"Assign logical streams failed."); "Assign logical streams failed.");
GE_TIMESTAMP_END(AssignLogicalStreams, "GraphBuilder::AssignLogicalStreams"); GE_TIMESTAMP_END(AssignLogicalStreams, "GraphBuilder::AssignLogicalStreams");


ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kMemoryAlloc);
// Assign functional op labels. // Assign functional op labels.
auto root_graph = GraphUtils::FindRootGraph(compute_graph_); auto root_graph = GraphUtils::FindRootGraph(compute_graph_);
(void)AttrUtils::GetInt(*root_graph, ATTR_MODEL_LABEL_NUM, label_num_); (void)AttrUtils::GetInt(*root_graph, ATTR_MODEL_LABEL_NUM, label_num_);
@@ -700,22 +708,25 @@ Status ModelBuilder::BuildModelForGetTask(ge::Model &model) {
"Assign Memory Failed!"); "Assign Memory Failed!");
GE_TIMESTAMP_END(AssignMemory, "GraphBuilder::AssignMemory"); GE_TIMESTAMP_END(AssignMemory, "GraphBuilder::AssignMemory");


ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kOther);
GE_TIMESTAMP_START(SetInputOutputOffset); GE_TIMESTAMP_START(SetInputOutputOffset);
SetInputOutputOffsetPass input_output_offset; SetInputOutputOffsetPass input_output_offset;
GE_CHK_STATUS_RET(input_output_offset.Run(compute_graph_), "Set input output offset failed."); GE_CHK_STATUS_RET(input_output_offset.Run(compute_graph_), "Set input output offset failed.");
GE_TIMESTAMP_END(SetInputOutputOffset, "SetInputOutputOffsetPass::Run.");
GE_TIMESTAMP_END(SetInputOutputOffset, "SetInputOutputOffsetPass::Run");


// Compile single op in graph build stage // Compile single op in graph build stage
GE_TIMESTAMP_START(CompileSingleOp); GE_TIMESTAMP_START(CompileSingleOp);
GE_CHK_STATUS_RET(CompileSingleOp(), "ATC builder CompileSingleOp() return fail."); GE_CHK_STATUS_RET(CompileSingleOp(), "ATC builder CompileSingleOp() return fail.");
GE_TIMESTAMP_EVENT_END(CompileSingleOp, "GraphBuilder::CompileSingleOp"); GE_TIMESTAMP_EVENT_END(CompileSingleOp, "GraphBuilder::CompileSingleOp");


ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kStreamAlloc);
// Refresh real streams and insert event nodes. // Refresh real streams and insert event nodes.
GE_TIMESTAMP_START(RefreshRealStream); GE_TIMESTAMP_START(RefreshRealStream);
GE_CHK_STATUS_RET(stream_allocator.RefreshRealStream(stream_num_, event_num_), "RefreshRealStream failed."); GE_CHK_STATUS_RET(stream_allocator.RefreshRealStream(stream_num_, event_num_), "RefreshRealStream failed.");
huge_streams_ = stream_allocator.GetHugeStreams(); huge_streams_ = stream_allocator.GetHugeStreams();
GE_TIMESTAMP_END(RefreshRealStream, "GraphBuilder::RefreshRealStream"); GE_TIMESTAMP_END(RefreshRealStream, "GraphBuilder::RefreshRealStream");


ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kOther);
GE_TIMESTAMP_START(MergeWeights); GE_TIMESTAMP_START(MergeWeights);
GE_CHK_STATUS_RET(MergeWeights(), "MergeWeights Failed!"); GE_CHK_STATUS_RET(MergeWeights(), "MergeWeights Failed!");
GE_TIMESTAMP_END(MergeWeights, "GraphBuilder::MergeWeights"); GE_TIMESTAMP_END(MergeWeights, "GraphBuilder::MergeWeights");


+ 2
- 2
ge/graph/build/task_generator.cc View File

@@ -852,7 +852,7 @@ Status TaskGenerator::FindProfilingTaskIndex(const ComputeGraphPtr &graph, Profi


// subgraph of dynamic graph no need to find index, has been found in parent graph // subgraph of dynamic graph no need to find index, has been found in parent graph
if (IsSubGraphOfDynamicGraph(graph)) { if (IsSubGraphOfDynamicGraph(graph)) {
GELOGI("Graph[%s] is subgraph of dynamic graph, no nned to find index.", graph->GetName().c_str());
GELOGI("Graph[%s] is subgraph of dynamic graph, no need to find index.", graph->GetName().c_str());
return SUCCESS; return SUCCESS;
} }


@@ -1042,7 +1042,7 @@ Status TaskGenerator::InsertProfilingTaskAfter(const OpDescPtr &op_desc, const P
} }
GELOGD("Insert bp profiling task: %d, insert end profiling task: %d, fp index: %u, bp index: %u, end index size: %zu", GELOGD("Insert bp profiling task: %d, insert end profiling task: %d, fp index: %u, bp index: %u, end index size: %zu",
is_insert_bp_profiling_task, is_insert_end_profiling_task, profiling_point.fp_index, profiling_point.bp_index, is_insert_bp_profiling_task, is_insert_end_profiling_task, profiling_point.fp_index, profiling_point.bp_index,
profiling_point.end_index.size() );
profiling_point.end_index.size());


bool is_all_reduce = (op_desc->GetType() == HCOMALLREDUCE || op_desc->GetType() == HVDCALLBACKALLREDUCE); bool is_all_reduce = (op_desc->GetType() == HCOMALLREDUCE || op_desc->GetType() == HVDCALLBACKALLREDUCE);
if ((profiling_point.bp_index == node_index) || (!is_all_reduce && is_insert_bp_profiling_task)) { if ((profiling_point.bp_index == node_index) || (!is_all_reduce && is_insert_bp_profiling_task)) {


+ 0
- 4
ge/graph/execute/graph_execute.cc View File

@@ -19,12 +19,8 @@
#include <memory> #include <memory>
#include <string> #include <string>


#include "common/ge_inner_error_codes.h"
#include "common/model_parser/base.h"
#include "graph/load/model_manager/model_manager.h" #include "graph/load/model_manager/model_manager.h"
#include "omm/csa_interact.h" #include "omm/csa_interact.h"
#include "runtime/dev.h"
#include "runtime/mem.h"


namespace ge { namespace ge {
GraphExecutor::GraphExecutor() GraphExecutor::GraphExecutor()


+ 3
- 11
ge/graph/load/graph_loader.cc View File

@@ -20,19 +20,13 @@
#include <vector> #include <vector>


#include "common/helper/model_helper.h" #include "common/helper/model_helper.h"
#include "common/util.h"
#include "common/model_parser/model_parser.h"
#include "graph/ge_context.h" #include "graph/ge_context.h"
#include "graph/load/model_manager/davinci_model_parser.h"
#include "graph/load/model_manager/model_manager.h" #include "graph/load/model_manager/model_manager.h"
#include "graph/manager/graph_var_manager.h" #include "graph/manager/graph_var_manager.h"
#include "omm/csa_interact.h" #include "omm/csa_interact.h"
#include "runtime/dev.h"


namespace ge { namespace ge {
GraphLoader::GraphLoader() = default;

GraphLoader::~GraphLoader() = default;

Status GraphLoader::UnloadModel(uint32_t model_id) { Status GraphLoader::UnloadModel(uint32_t model_id) {
auto model_manager = ModelManager::GetInstance(); auto model_manager = ModelManager::GetInstance();
GE_CHECK_NOTNULL(model_manager); GE_CHECK_NOTNULL(model_manager);
@@ -120,7 +114,6 @@ Status GraphLoader::GetMaxUsedMemory(uint32_t model_id, uint64_t &max_size) {


Status GraphLoader::LoadDataFromFile(const std::string &path, const std::string &key_path, int32_t priority, Status GraphLoader::LoadDataFromFile(const std::string &path, const std::string &key_path, int32_t priority,
ModelData &model_data) { ModelData &model_data) {
Status ret;
if (!CheckInputPathValid(path)) { if (!CheckInputPathValid(path)) {
GELOGE(ACL_ERROR_GE_EXEC_MODEL_PATH_INVALID, "model path is invalid: %s", path.c_str()); GELOGE(ACL_ERROR_GE_EXEC_MODEL_PATH_INVALID, "model path is invalid: %s", path.c_str());
return ACL_ERROR_GE_EXEC_MODEL_PATH_INVALID; return ACL_ERROR_GE_EXEC_MODEL_PATH_INVALID;
@@ -132,16 +125,15 @@ Status GraphLoader::LoadDataFromFile(const std::string &path, const std::string
return ACL_ERROR_GE_PARAM_INVALID; return ACL_ERROR_GE_PARAM_INVALID;
} }


ret = DavinciModelParser::LoadFromFile(path.c_str(), key_path.c_str(), priority, model_data);
Status ret = ModelParserBase::LoadFromFile(path.c_str(), key_path.c_str(), priority, model_data);
if (ret != SUCCESS) { if (ret != SUCCESS) {
GELOGE(ret, "LoadModelFromFile: Load failed. ret = %u", ret); GELOGE(ret, "LoadModelFromFile: Load failed. ret = %u", ret);
if (model_data.model_data != nullptr) { if (model_data.model_data != nullptr) {
delete[] static_cast<char *>(model_data.model_data); delete[] static_cast<char *>(model_data.model_data);
model_data.model_data = nullptr; model_data.model_data = nullptr;
} }
return ret;
} }
return SUCCESS;
return ret;
} }


Status GraphLoader::CommandHandle(const Command &command) { Status GraphLoader::CommandHandle(const Command &command) {


+ 2
- 2
ge/graph/load/graph_loader.h View File

@@ -32,9 +32,9 @@
namespace ge { namespace ge {
class GraphLoader { class GraphLoader {
public: public:
GraphLoader();
GraphLoader() = default;


virtual ~GraphLoader();
virtual ~GraphLoader() = default;


GraphLoader(const GraphLoader &in) = delete; GraphLoader(const GraphLoader &in) = delete;




+ 18
- 35
ge/graph/load/model_manager/data_dumper.h View File

@@ -36,21 +36,9 @@
namespace ge { namespace ge {
class DataDumper { class DataDumper {
public: public:
explicit DataDumper(const RuntimeParam &rsh)
: model_name_(),
model_id_(0),
runtime_param_(rsh),
dev_mem_load_(nullptr),
dev_mem_unload_(nullptr),
op_list_(),
input_map_(),
load_flag_(false),
device_id_(0),
global_step_(0),
loop_per_iter_(0),
loop_cond_(0),
compute_graph_(nullptr),
ref_info_() {}
DataDumper() : runtime_param_{} {}

explicit DataDumper(const RuntimeParam &rsh) : runtime_param_(rsh) {}


~DataDumper(); ~DataDumper();


@@ -105,10 +93,10 @@ class DataDumper {
// for inference data dump // for inference data dump
std::string om_name_; std::string om_name_;


uint32_t model_id_;
uint32_t model_id_ = 0;
const RuntimeParam &runtime_param_; const RuntimeParam &runtime_param_;
void *dev_mem_load_;
void *dev_mem_unload_;
void *dev_mem_load_ = nullptr;
void *dev_mem_unload_ = nullptr;


struct InnerDumpInfo; struct InnerDumpInfo;
struct InnerInputMapping; struct InnerInputMapping;
@@ -119,16 +107,15 @@ class DataDumper {
uint32_t end_graph_stream_id_ = 0; uint32_t end_graph_stream_id_ = 0;
bool is_end_graph_ = false; bool is_end_graph_ = false;
std::multimap<std::string, InnerInputMapping> input_map_; // release after DavinciModel::Init std::multimap<std::string, InnerInputMapping> input_map_; // release after DavinciModel::Init
bool load_flag_;
uint32_t device_id_;
uintptr_t global_step_;
uintptr_t loop_per_iter_;
uintptr_t loop_cond_;
ComputeGraphPtr compute_graph_; // release after DavinciModel::Init
std::map<OpDescPtr, void *> ref_info_; // release after DavinciModel::Init
bool load_flag_ = false;
uint32_t device_id_ = 0;
uintptr_t global_step_ = 0;
uintptr_t loop_per_iter_ = 0;
uintptr_t loop_cond_ = 0;
ComputeGraphPtr compute_graph_ = nullptr; // release after DavinciModel::Init
std::map<OpDescPtr, void *> ref_info_; // release after DavinciModel::Init
void *l1_fusion_addr_ = nullptr; void *l1_fusion_addr_ = nullptr;



uint32_t op_debug_task_id_ = 0; uint32_t op_debug_task_id_ = 0;
uint32_t op_debug_stream_id_ = 0; uint32_t op_debug_stream_id_ = 0;
void *op_debug_addr_ = nullptr; void *op_debug_addr_ = nullptr;
@@ -144,20 +131,16 @@ class DataDumper {
Status DumpOutputWithTask(const InnerDumpInfo &inner_dump_info, aicpu::dump::Task &task); Status DumpOutputWithTask(const InnerDumpInfo &inner_dump_info, aicpu::dump::Task &task);
Status DumpInput(const InnerDumpInfo &inner_dump_info, aicpu::dump::Task &task); Status DumpInput(const InnerDumpInfo &inner_dump_info, aicpu::dump::Task &task);
Status DumpRefInput(const DataDumper::InnerDumpInfo &inner_dump_info, aicpu::dump::Input &input, size_t i, Status DumpRefInput(const DataDumper::InnerDumpInfo &inner_dump_info, aicpu::dump::Input &input, size_t i,
const std::string &node_name_index);
const std::string &node_name_index);
Status ExecuteLoadDumpInfo(aicpu::dump::OpMappingInfo &op_mapping_info); Status ExecuteLoadDumpInfo(aicpu::dump::OpMappingInfo &op_mapping_info);
void SetEndGraphIdToAicpu(uint32_t task_id, uint32_t stream_id, aicpu::dump::OpMappingInfo &op_mapping_info); void SetEndGraphIdToAicpu(uint32_t task_id, uint32_t stream_id, aicpu::dump::OpMappingInfo &op_mapping_info);
void SetOpDebugIdToAicpu(uint32_t task_id, uint32_t stream_id, void *op_debug_addr, void SetOpDebugIdToAicpu(uint32_t task_id, uint32_t stream_id, void *op_debug_addr,
aicpu::dump::OpMappingInfo &op_mapping_info); aicpu::dump::OpMappingInfo &op_mapping_info);
Status ExecuteUnLoadDumpInfo(aicpu::dump::OpMappingInfo &op_mapping_info); Status ExecuteUnLoadDumpInfo(aicpu::dump::OpMappingInfo &op_mapping_info);
Status GenerateInput(aicpu::dump::Input &input,
const OpDesc::Vistor<GeTensorDesc> &tensor_descs,
const uintptr_t &addr,
size_t index);
Status GenerateOutput(aicpu::dump::Output &output,
const OpDesc::Vistor<GeTensorDesc> &tensor_descs,
const uintptr_t &addr,
size_t index);
Status GenerateInput(aicpu::dump::Input &input, const OpDesc::Vistor<GeTensorDesc> &tensor_descs,
const uintptr_t &addr, size_t index);
Status GenerateOutput(aicpu::dump::Output &output, const OpDesc::Vistor<GeTensorDesc> &tensor_descs,
const uintptr_t &addr, size_t index);
void GenerateOpBuffer(const int64_t &size, aicpu::dump::Task &task); void GenerateOpBuffer(const int64_t &size, aicpu::dump::Task &task);
}; };
struct DataDumper::InnerDumpInfo { struct DataDumper::InnerDumpInfo {


+ 159
- 298
ge/graph/load/model_manager/davinci_model.cc View File

@@ -92,12 +92,39 @@ const uint32_t kEndOfSequence = 0x0704000a;
const uint32_t kEndOfSequenceNew = 507005; const uint32_t kEndOfSequenceNew = 507005;
const int32_t kModelAbortNormal = 0x0704000e; const int32_t kModelAbortNormal = 0x0704000e;
const int32_t kModelAbortNormalNew = 507024; const int32_t kModelAbortNormalNew = 507024;
const uint32_t kInteval = 2;
const char *const kModelName = "model_name";
const char *const kModeleId = "model_id";
const char *const kLoadStartTime = "load_start_time";
const char *const kLoadEndTime = "load_end_time";
const char *const kFusionOpInfo = "fusion_op_info";
const char *const kFusionOpName = "fusion_op_name";
const char *const kOriginalOpNum = "origin_op_num";
const char *const kOriginalOpName = "origin_op_name";
const char *const kStreamId = "stream_id";
const char *const kFusionOpMemoryInfo = "memory_info";
const char *const kInputSize = "input_size";
const char *const kOutputSize = "output_size";
const char *const kWeightSize = "weight_size";
const char *const kWorkSpaceSize = "workspace_size";
const char *const kTotalSize = "total_size";
const char *const kTaskCount = "task_count";
const char *const kTaskId = "task_id";
const char* const kRequestId = "request_id";
const char* const kThreadId = "thread_id";
const char* const kInputBeginTime = "input_begin_time";
const char* const kInputEndTime = "input_end_time";
const char* const kInferBeginTime = "infer_begin_time";
const char* const kInferEndTime = "infer_end_time";
const char* const kOutputBeginTime = "output_start_time";
const char* const kOutputEndTime = "output_end_time";
const uint32_t kStringHeadElems = 2;


inline bool IsDataOp(const std::string &node_type) { inline bool IsDataOp(const std::string &node_type) {
return node_type == DATA_TYPE || node_type == AIPP_DATA_TYPE || node_type == ANN_DATA_TYPE;
return (node_type == DATA_TYPE) || (node_type == AIPP_DATA_TYPE) || (node_type == ANN_DATA_TYPE);
} }


inline bool IsTbeTask(const OpDescPtr &op_desc) {
bool IsTbeTask(const OpDescPtr &op_desc) {
uint32_t run_mode = static_cast<uint32_t>(domi::ImplyType::INVALID); uint32_t run_mode = static_cast<uint32_t>(domi::ImplyType::INVALID);
if (!AttrUtils::GetInt(op_desc, ATTR_NAME_IMPLY_TYPE, run_mode)) { if (!AttrUtils::GetInt(op_desc, ATTR_NAME_IMPLY_TYPE, run_mode)) {
return false; return false;
@@ -187,12 +214,12 @@ DavinciModel::~DavinciModel() {
UnbindTaskSinkStream(); UnbindTaskSinkStream();
for (size_t i = 0; i < label_list_.size(); ++i) { for (size_t i = 0; i < label_list_.size(); ++i) {
if (label_list_[i] != nullptr) { if (label_list_[i] != nullptr) {
GE_LOGW_IF(rtLabelDestroy(label_list_[i]) != RT_ERROR_NONE, "Destroy label failed, index: %zu", i);
GE_LOGW_IF(rtLabelDestroy(label_list_[i]) != RT_ERROR_NONE, "Destroy label failed, index:%zu.", i);
} }
} }


for (size_t i = 0; i < stream_list_.size(); ++i) { for (size_t i = 0; i < stream_list_.size(); ++i) {
GE_LOGW_IF(rtStreamDestroy(stream_list_[i]) != RT_ERROR_NONE, "Destroy stream failed, index: %zu", i);
GE_LOGW_IF(rtStreamDestroy(stream_list_[i]) != RT_ERROR_NONE, "Destroy stream failed, index:%zu.", i);
} }


for (size_t i = 0; i < event_list_.size(); ++i) { for (size_t i = 0; i < event_list_.size(); ++i) {
@@ -205,6 +232,8 @@ DavinciModel::~DavinciModel() {


FreeP2PMem(); FreeP2PMem();


OpDebugUnRegister();

if (l1_fusion_addr_ != nullptr) { if (l1_fusion_addr_ != nullptr) {
GE_CHK_RT(rtFree(l1_fusion_addr_)); GE_CHK_RT(rtFree(l1_fusion_addr_));
} }
@@ -215,8 +244,6 @@ DavinciModel::~DavinciModel() {
} }
} }


OpDebugUnRegister();

ReleaseTask(); ReleaseTask();
CleanTbeHandle(); CleanTbeHandle();


@@ -251,7 +278,7 @@ void DavinciModel::UnbindHcomStream() {
for (size_t i = 0; i < all_hccl_stream_list_.size(); i++) { for (size_t i = 0; i < all_hccl_stream_list_.size(); i++) {
GE_LOGW_IF(rtModelUnbindStream(rt_model_handle_, all_hccl_stream_list_[i]) != RT_ERROR_NONE, GE_LOGW_IF(rtModelUnbindStream(rt_model_handle_, all_hccl_stream_list_[i]) != RT_ERROR_NONE,
"Unbind hccl stream from model failed! Index: %zu", i); "Unbind hccl stream from model failed! Index: %zu", i);
GE_LOGW_IF(rtStreamDestroy(all_hccl_stream_list_[i]) != RT_ERROR_NONE, "Destroy hccl stream for rt_model failed!")
GE_LOGW_IF(rtStreamDestroy(all_hccl_stream_list_[i]) != RT_ERROR_NONE, "Destroy hccl stream for rt_model failed")
} }
} }
return; return;
@@ -337,7 +364,7 @@ Status DavinciModel::InitWeightMem(void *dev_ptr, void *weight_ptr, size_t weigh


Status DavinciModel::InitFeatureMapAndP2PMem(void *dev_ptr, size_t mem_size) { Status DavinciModel::InitFeatureMapAndP2PMem(void *dev_ptr, size_t mem_size) {
if (is_feature_map_mem_has_inited_) { if (is_feature_map_mem_has_inited_) {
GELOGE(PARAM_INVALID, "call InitFeatureMapMem more than once.");
GELOGE(PARAM_INVALID, "call InitFeatureMapMem more than once");
return PARAM_INVALID; return PARAM_INVALID;
} }
is_feature_map_mem_has_inited_ = true; is_feature_map_mem_has_inited_ = true;
@@ -391,7 +418,7 @@ Status DavinciModel::InitFeatureMapAndP2PMem(void *dev_ptr, size_t mem_size) {
Status DavinciModel::InitVariableMem() { Status DavinciModel::InitVariableMem() {
// malloc variable memory base // malloc variable memory base
var_mem_base_ = VarManager::Instance(session_id_)->GetVarMemoryBase(RT_MEMORY_HBM); var_mem_base_ = VarManager::Instance(session_id_)->GetVarMemoryBase(RT_MEMORY_HBM);
if (TotalVarMemSize() && var_mem_base_ == nullptr) {
if (TotalVarMemSize() && (var_mem_base_ == nullptr)) {
Status ret = VarManager::Instance(session_id_)->MallocVarMemory(TotalVarMemSize()); Status ret = VarManager::Instance(session_id_)->MallocVarMemory(TotalVarMemSize());
if (ret != SUCCESS) { if (ret != SUCCESS) {
GELOGE(ret, "Malloc variable memory failed."); GELOGE(ret, "Malloc variable memory failed.");
@@ -453,7 +480,7 @@ void DavinciModel::CheckHasHcomOp(const ComputeGraphPtr &compute_graph) {


for (const auto &node : compute_graph->GetAllNodes()) { for (const auto &node : compute_graph->GetAllNodes()) {
OpDescPtr op_desc = node->GetOpDesc(); OpDescPtr op_desc = node->GetOpDesc();
GE_IF_BOOL_EXEC(op_desc == nullptr, GELOGW("Node OpDesc is nullptr"); continue);
GE_IF_BOOL_EXEC(op_desc == nullptr, GELOGW("Node OpDesc is nullptr."); continue);
if (hcom_opp_types.count(op_desc->GetType()) > 0) { if (hcom_opp_types.count(op_desc->GetType()) > 0) {
uint32_t stream_id = static_cast<uint32_t>(op_desc->GetStreamId()); uint32_t stream_id = static_cast<uint32_t>(op_desc->GetStreamId());
hcom_streams_.emplace(stream_id); hcom_streams_.emplace(stream_id);
@@ -500,25 +527,25 @@ Status DavinciModel::DoTaskSink() {
} }


GE_CHK_RT_RET(rtGetAicpuDeploy(&deploy_type_)); GE_CHK_RT_RET(rtGetAicpuDeploy(&deploy_type_));
GELOGI("do task_sink. AiCpu deploy type is: %x.", deploy_type_);
GELOGI("Do task_sink. AiCpu deploy type is: %x.", deploy_type_);


GE_CHK_STATUS_RET(BindModelStream(), "Bind model stream failed."); GE_CHK_STATUS_RET(BindModelStream(), "Bind model stream failed.");


if (known_node_) { if (known_node_) {
GE_CHK_STATUS_RET(MallocKnownArgs(), "Mallloc known node args failed.");
GE_CHK_STATUS_RET(MallocKnownArgs(), "Mallloc known node's args failed");
} }


GE_CHK_STATUS_RET(InitTaskInfo(*model_task_def.get()), "InitTaskInfo failed.");
GE_CHK_STATUS_RET(InitTaskInfo(*model_task_def.get()), "InitTaskInfo failed");


GE_CHK_STATUS_RET(ModelManager::GetInstance()->LaunchCustAicpuSo(), "Launch cust aicpu so failed.");
GE_CHK_STATUS_RET(ModelManager::GetInstance()->LaunchCustAicpuSo(), "Launch cust aicpu so failed");


GE_CHK_STATUS_RET(ModelManager::GetInstance()->CheckAicpuOpList(ge_model_), "Check aicpu op type failed.");
GE_CHK_STATUS_RET(ModelManager::GetInstance()->CheckAicpuOpList(ge_model_), "Check aicpu op type failed");


GE_CHK_STATUS_RET(InitEntryTask(), "InitEntryTask failed.");
GE_CHK_STATUS_RET(InitEntryTask(), "InitEntryTask failed");


GE_CHK_STATUS_RET(InitL1DataDumperArgs(), "InitL1DataDumperArgs failed.");
GE_CHK_STATUS_RET(InitL1DataDumperArgs(), "InitL1DataDumperArgs failed");


GE_CHK_STATUS_RET(DistributeTask(), "Distribute failed.");
GE_CHK_STATUS_RET(DistributeTask(), "Distribute failed");


GE_CHK_RT_RET(rtModelLoadComplete(rt_model_handle_)); GE_CHK_RT_RET(rtModelLoadComplete(rt_model_handle_));


@@ -531,7 +558,7 @@ Status DavinciModel::SetTSDevice() {
int64_t value = 0; int64_t value = 0;
bool ret = ge::AttrUtils::GetInt(ge_model_, ATTR_MODEL_CORE_TYPE, value); bool ret = ge::AttrUtils::GetInt(ge_model_, ATTR_MODEL_CORE_TYPE, value);
uint32_t core_type = ret ? static_cast<uint32_t>(value) : 0; uint32_t core_type = ret ? static_cast<uint32_t>(value) : 0;
GELOGD("SetTSDevice: %u", core_type);
GELOGD("SetTSDevice: %u.", core_type);
rtError_t rt_ret = rtSetTSDevice(core_type); rtError_t rt_ret = rtSetTSDevice(core_type);
if (rt_ret != RT_ERROR_NONE) { if (rt_ret != RT_ERROR_NONE) {
GELOGE(RT_FAILED, "SetTSDevice failed, ret: 0x%X", rt_ret); GELOGE(RT_FAILED, "SetTSDevice failed, ret: 0x%X", rt_ret);
@@ -541,77 +568,21 @@ Status DavinciModel::SetTSDevice() {
} }


Status DavinciModel::OpDebugRegister() { Status DavinciModel::OpDebugRegister() {
bool is_op_debug = false;
(void)ge::AttrUtils::GetBool(ge_model_, ATTR_OP_DEBUG_FLAG, is_op_debug);
GELOGD("The value of op debug in ge_model is %d.", is_op_debug);
if (is_op_debug) {
debug_reg_mutex_.lock();
rtError_t rt_ret = rtMalloc(&op_debug_addr_, kOpDebugMemorySize, RT_MEMORY_DDR);
if (rt_ret != RT_ERROR_NONE) {
GELOGE(RT_FAILED, "rtMalloc error, ret: 0x%X", rt_ret);
return RT_ERROR_TO_GE_STATUS(rt_ret);
}

uint64_t debug_addrs_tmp = static_cast<uint64_t>(reinterpret_cast<uintptr_t>(op_debug_addr_));

// For data dump, aicpu needs the pointer to pointer that save the real debug address.
rt_ret = rtMalloc(&p2p_debug_addr_, kDebugP2pSize, RT_MEMORY_HBM);
if (rt_ret != RT_ERROR_NONE) {
GELOGE(RT_FAILED, "rtMalloc error, ret: 0x%X", rt_ret);
return RT_ERROR_TO_GE_STATUS(rt_ret);
}
rt_ret = rtMemcpy(p2p_debug_addr_, sizeof(uint64_t), &debug_addrs_tmp, sizeof(uint64_t), RT_MEMCPY_HOST_TO_DEVICE);
if (rt_ret != RT_ERROR_NONE) {
GELOGE(RT_FAILED, "rtMemcpy to p2p_addr error: 0x%X", rt_ret);
return RT_ERROR_TO_GE_STATUS(rt_ret);
}

uint32_t op_debug_mode = 0;
(void)ge::AttrUtils::GetInt(ge_model_, ATTR_OP_DEBUG_MODE, op_debug_mode);
GELOGD("The value of op_debug_mode in ge_model_ is %u.", op_debug_mode);
uint32_t debug_task_id = 0;
uint32_t debug_stream_id = 0;
rt_ret = rtDebugRegister(rt_model_handle_, op_debug_mode, op_debug_addr_, &debug_stream_id, &debug_task_id);
if (rt_ret != RT_ERROR_NONE) {
GELOGE(RT_FAILED, "rtDebugRegister error, ret: 0x%X", rt_ret);
return RT_ERROR_TO_GE_STATUS(rt_ret);
if (GetDumpProperties().IsOpDebugOpen()) {
uint32_t op_debug_mode = GetDumpProperties().GetOpDebugMode();
auto ret = opdebug_register_.RegisterDebugForModel(rt_model_handle_, op_debug_mode, data_dumper_);
if (ret != SUCCESS) {
GELOGE(ret,"Register known shape op debug failed, ret: 0x%X",ret);
return ret;
} }
GELOGI("debug_task_id:%d, debug_stream_id:%u", debug_task_id, debug_stream_id);
is_op_debug_reg_ = true; is_op_debug_reg_ = true;

data_dumper_.SaveOpDebugId(debug_task_id, debug_stream_id, p2p_debug_addr_, is_op_debug);
} }

return SUCCESS; return SUCCESS;
} }


void DavinciModel::OpDebugUnRegister() { void DavinciModel::OpDebugUnRegister() {
if (is_op_debug_reg_) { if (is_op_debug_reg_) {
debug_reg_mutex_.unlock();
rtError_t rt_ret = RT_ERROR_NONE;
if (rt_model_handle_ != nullptr) {
GELOGD("start call debug_unregister.");
rt_ret = rtDebugUnRegister(rt_model_handle_);
if (rt_ret != RT_ERROR_NONE) {
GELOGW("rtDebugUnRegister failed, ret: 0x%X", rt_ret);
}
}

if (op_debug_addr_ != nullptr) {
rt_ret = rtFree(op_debug_addr_);
if (rt_ret != RT_ERROR_NONE) {
GELOGW("rtFree failed, ret: 0x%X", rt_ret);
}
op_debug_addr_ = nullptr;
}

if (p2p_debug_addr_ != nullptr) {
rt_ret = rtFree(p2p_debug_addr_);
if (rt_ret != RT_ERROR_NONE) {
GELOGW("rtFree failed, ret: 0x%X", rt_ret);
}
p2p_debug_addr_ = nullptr;
}
opdebug_register_.UnregisterDebugForModel(rt_model_handle_);
is_op_debug_reg_ = false; is_op_debug_reg_ = false;
} }
return; return;
@@ -620,9 +591,9 @@ void DavinciModel::OpDebugUnRegister() {
// initialize op sequence and call initialization function of each op respectively // initialize op sequence and call initialization function of each op respectively
Status DavinciModel::Init(void *dev_ptr, size_t mem_size, void *weight_ptr, size_t weight_size) { Status DavinciModel::Init(void *dev_ptr, size_t mem_size, void *weight_ptr, size_t weight_size) {
// validating params // validating params
GELOGI("Priority is %d", priority_);
GELOGI("Priority is %d.", priority_);
GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(priority_ < 0 || priority_ > 7, return PARAM_INVALID, GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(priority_ < 0 || priority_ > 7, return PARAM_INVALID,
"Priority must between 0-7, now is %d", priority_);
"Priority must between 0-7, now is %d.", priority_);
GE_CHK_BOOL_RET_STATUS(ge_model_ != nullptr, PARAM_INVALID, "GeModel is null."); GE_CHK_BOOL_RET_STATUS(ge_model_ != nullptr, PARAM_INVALID, "GeModel is null.");
Graph graph = ge_model_->GetGraph(); Graph graph = ge_model_->GetGraph();
ComputeGraphPtr compute_graph = GraphUtils::GetComputeGraph(graph); ComputeGraphPtr compute_graph = GraphUtils::GetComputeGraph(graph);
@@ -632,7 +603,7 @@ Status DavinciModel::Init(void *dev_ptr, size_t mem_size, void *weight_ptr, size
InitRuntimeParams(); InitRuntimeParams();


// RTS set aicore or vectorcore // RTS set aicore or vectorcore
GE_CHK_STATUS_RET(SetTSDevice(), "SetTSDevice failed");
GE_CHK_STATUS_RET(SetTSDevice(), "SetTSDevice failed.");


version_ = ge_model_->GetVersion(); version_ = ge_model_->GetVersion();
name_ = ge_model_->GetName(); name_ = ge_model_->GetName();
@@ -683,7 +654,7 @@ Status DavinciModel::Init(void *dev_ptr, size_t mem_size, void *weight_ptr, size
runtime_param_.graph_id = compute_graph->GetGraphID(); runtime_param_.graph_id = compute_graph->GetGraphID();


// op debug register // op debug register
GE_CHK_STATUS_RET(OpDebugRegister(), "OpDebugRegister failed");
GE_CHK_STATUS_RET(OpDebugRegister(), "OpDebugRegister failed.");


GE_TIMESTAMP_START(TransAllVarData); GE_TIMESTAMP_START(TransAllVarData);
GE_CHK_STATUS_RET(TransAllVarData(compute_graph, runtime_param_.graph_id), "TransAllVarData failed."); GE_CHK_STATUS_RET(TransAllVarData(compute_graph, runtime_param_.graph_id), "TransAllVarData failed.");
@@ -691,7 +662,7 @@ Status DavinciModel::Init(void *dev_ptr, size_t mem_size, void *weight_ptr, size
GE_CHK_STATUS_RET(TransVarDataUtils::CopyVarData(compute_graph, session_id_, device_id_), "copy var data failed."); GE_CHK_STATUS_RET(TransVarDataUtils::CopyVarData(compute_graph, session_id_, device_id_), "copy var data failed.");


GE_TIMESTAMP_START(InitModelMem); GE_TIMESTAMP_START(InitModelMem);
GELOGD("Known node is %d", known_node_);
GELOGD("Known node is %d.", known_node_);
GE_CHK_STATUS_RET_NOLOG(InitWeightMem(dev_ptr, weight_ptr, weight_size)); GE_CHK_STATUS_RET_NOLOG(InitWeightMem(dev_ptr, weight_ptr, weight_size));
if (!known_node_) { if (!known_node_) {
GE_CHK_STATUS_RET_NOLOG(InitFeatureMapAndP2PMem(dev_ptr, mem_size)); GE_CHK_STATUS_RET_NOLOG(InitFeatureMapAndP2PMem(dev_ptr, mem_size));
@@ -709,10 +680,10 @@ Status DavinciModel::Init(void *dev_ptr, size_t mem_size, void *weight_ptr, size
(void)ge::AttrUtils::SetStr(op_desc, VAR_ATTR_VAR_IS_BROADCAST, "var_is_restore");); (void)ge::AttrUtils::SetStr(op_desc, VAR_ATTR_VAR_IS_BROADCAST, "var_is_restore"););
} }


GE_CHK_STATUS_RET(InitNodes(compute_graph), "Init nodes failed");
GE_CHK_STATUS_RET(InitNodes(compute_graph), "Init nodes failed.");


GE_TIMESTAMP_START(DoTaskSink); GE_TIMESTAMP_START(DoTaskSink);
GE_CHK_STATUS_RET(DoTaskSink(), "Task sink failed");
GE_CHK_STATUS_RET(DoTaskSink(), "Task sink failed.");
GE_TIMESTAMP_END(DoTaskSink, "GraphLoader::DoTaskSink"); GE_TIMESTAMP_END(DoTaskSink, "GraphLoader::DoTaskSink");


/// In zero copy model, if a aicpu operator is connected to the first or last layer, before model execution, /// In zero copy model, if a aicpu operator is connected to the first or last layer, before model execution,
@@ -739,18 +710,12 @@ Status DavinciModel::Init(void *dev_ptr, size_t mem_size, void *weight_ptr, size
} }
} }


CREATE_STD_THREAD(shrink_id_, &DavinciModel::Shrink, this);
Shrink();
return SUCCESS; return SUCCESS;
} }


Status DavinciModel::ReportProfilingData() { Status DavinciModel::ReportProfilingData() {
std::vector<ComputeGraphDescInfo> compute_graph_desc_info;
Status ret = GetComputeGraphInfo(compute_graph_desc_info);
if (ret != SUCCESS) {
GELOGE(ret, "GetComputeGraphInfo failed.");
return ret;
}
ProfilingManager::Instance().ReportProfilingData(model_id_, GetTaskDescInfo(), compute_graph_desc_info);
ProfilingManager::Instance().ReportProfilingData(model_id_, GetTaskDescInfo());
GE_CHK_STATUS(SinkModelProfile(), "Sink model profiler failed."); GE_CHK_STATUS(SinkModelProfile(), "Sink model profiler failed.");


return SUCCESS; return SUCCESS;
@@ -1193,7 +1158,7 @@ void DavinciModel::GetAllGearsInfo(const NodePtr &node) {
} }
if (!gear_info.empty()) { if (!gear_info.empty()) {
all_gears_info_.emplace_back(gear_info); all_gears_info_.emplace_back(gear_info);
GELOGD("Init all gears info from %s, gaer info is %s.", node->GetName().c_str(),
GELOGD("Init all gears info from %s, gaer info is %s", node->GetName().c_str(),
formats::JoinToString(gear_info).c_str()); formats::JoinToString(gear_info).c_str());
} }
} }
@@ -1262,7 +1227,7 @@ Status DavinciModel::GetGearAndRealOutSizeInfo(const ComputeGraphPtr &graph, con


Status DavinciModel::GetRealOutputSizeOfCase(const ComputeGraphPtr &graph, size_t input_index, Status DavinciModel::GetRealOutputSizeOfCase(const ComputeGraphPtr &graph, size_t input_index,
const NodePtr &case_node) { const NodePtr &case_node) {
GELOGD("Start get output size of %s, which is %zu input to netoutput.", case_node->GetName().c_str(), input_index);
GELOGD("Start get output size of %s, which is %zu input to netoutput", case_node->GetName().c_str(), input_index);
const auto &func_desc = case_node->GetOpDesc(); const auto &func_desc = case_node->GetOpDesc();
GE_CHECK_NOTNULL(func_desc); GE_CHECK_NOTNULL(func_desc);
std::map<vector<int32_t>, int64_t> gear_and_real_out_size_info; std::map<vector<int32_t>, int64_t> gear_and_real_out_size_info;
@@ -1307,7 +1272,7 @@ Status DavinciModel::GetRealOutputSizeOfCase(const ComputeGraphPtr &graph, size_
} }


Status DavinciModel::GetGearAndRealOutShapeInfo(const ComputeGraphPtr &graph, const NodePtr &node) { Status DavinciModel::GetGearAndRealOutShapeInfo(const ComputeGraphPtr &graph, const NodePtr &node) {
GELOGD("Start to get dynamic output dims of %s.", node->GetName().c_str());
GELOGD("Start to get dynamic output dims of %s", node->GetName().c_str());
merge_nodes_gear_and_real_out_shape_info_.clear(); merge_nodes_gear_and_real_out_shape_info_.clear();
size_t idx = 0; size_t idx = 0;
for (const auto &in_anchor : node->GetAllInDataAnchors()) { for (const auto &in_anchor : node->GetAllInDataAnchors()) {
@@ -1321,7 +1286,7 @@ Status DavinciModel::GetGearAndRealOutShapeInfo(const ComputeGraphPtr &graph, co
if ((peer_node->GetType() == CASE) && (op_desc->HasAttr(ATTR_INSERT_BY_MBATCH))) { if ((peer_node->GetType() == CASE) && (op_desc->HasAttr(ATTR_INSERT_BY_MBATCH))) {
std::vector<std::string> dynamic_output_shape_info; std::vector<std::string> dynamic_output_shape_info;
if (!AttrUtils::GetListStr(node->GetOpDesc(), ATTR_NAME_DYNAMIC_OUTPUT_DIMS, dynamic_output_shape_info)) { if (!AttrUtils::GetListStr(node->GetOpDesc(), ATTR_NAME_DYNAMIC_OUTPUT_DIMS, dynamic_output_shape_info)) {
GELOGD("Can not get dynamic output dims attr from %s.", node->GetName().c_str());
GELOGD("Can not get dynamic output dims attr from %s", node->GetName().c_str());
return SUCCESS; return SUCCESS;
} }
GELOGI("Dynamic output shape info is %s", formats::JoinToString(dynamic_output_shape_info).c_str()); GELOGI("Dynamic output shape info is %s", formats::JoinToString(dynamic_output_shape_info).c_str());
@@ -1341,7 +1306,7 @@ Status DavinciModel::GetGearAndRealOutShapeInfo(const ComputeGraphPtr &graph, co
output_shape.emplace_back(it[i]); output_shape.emplace_back(it[i]);
} }
gear_and_real_out_shape_info[all_gears_info_[gear_index]] = output_shape; gear_and_real_out_shape_info[all_gears_info_[gear_index]] = output_shape;
GELOGD("Get real gear index is: %zu, gear info is %s, output shape is %s.",
GELOGD("Get real gear index is: %zu, gear info is %s, output shape is %s",
gear_index, formats::JoinToString(all_gears_info_[gear_index]).c_str(), gear_index, formats::JoinToString(all_gears_info_[gear_index]).c_str(),
formats::JoinToString(output_shape).c_str()); formats::JoinToString(output_shape).c_str());
} }
@@ -1364,7 +1329,7 @@ void DavinciModel::ParseDynamicOutShape(const std::vector<std::string> &str_info
} }
shape.emplace_back(std::strtol(dim.c_str(), nullptr, kDecimal)); shape.emplace_back(std::strtol(dim.c_str(), nullptr, kDecimal));
} }
GELOGI("Shape from attr is %s.", formats::JoinToString(shape).c_str());
GELOGI("Shape from attr is %s", formats::JoinToString(shape).c_str());
vec_info.emplace_back(shape); vec_info.emplace_back(shape);
} }
} }
@@ -1407,7 +1372,7 @@ Status DavinciModel::InitLabelSet(const OpDescPtr &op_desc) {
return INTERNAL_ERROR; return INTERNAL_ERROR;
} }


GELOGI("InitLabelSet: label[%u]=%p stream[%u]=%p.", label_index, rt_label, stream_id, stream);
GELOGI("InitLabelSet: label[%u]=%p stream[%u]=%p", label_index, rt_label, stream_id, stream);
label_id_indication_.insert(label_index); label_id_indication_.insert(label_index);
label_list_[label_index] = rt_label; label_list_[label_index] = rt_label;
return SUCCESS; return SUCCESS;
@@ -1810,7 +1775,7 @@ void DavinciModel::GetUserDesignateShapeOrder(std::vector<std::string> &user_inp
/// ///
Status DavinciModel::InitAippInfo(uint32_t index, const OpDescPtr &op_desc) { Status DavinciModel::InitAippInfo(uint32_t index, const OpDescPtr &op_desc) {
if (!op_desc->HasAttr(ATTR_NAME_AIPP)) { if (!op_desc->HasAttr(ATTR_NAME_AIPP)) {
GELOGW("There is not AIPP related with index %u.", index);
GELOGW("There is not AIPP related with index %u", index);
return SUCCESS; return SUCCESS;
} }


@@ -1840,7 +1805,7 @@ Status DavinciModel::InitAippInfo(uint32_t index, const OpDescPtr &op_desc) {
Status DavinciModel::GetAippInfo(uint32_t index, AippConfigInfo &aipp_info) const { Status DavinciModel::GetAippInfo(uint32_t index, AippConfigInfo &aipp_info) const {
const auto it = aipp_info_list_.find(index); const auto it = aipp_info_list_.find(index);
if (it == aipp_info_list_.end()) { if (it == aipp_info_list_.end()) {
GELOGW("there is not AIPP related with index %u.", index);
GELOGW("there is not AIPP related with index %u", index);
return ACL_ERROR_GE_AIPP_NOT_EXIST; return ACL_ERROR_GE_AIPP_NOT_EXIST;
} }


@@ -1850,7 +1815,7 @@ Status DavinciModel::GetAippInfo(uint32_t index, AippConfigInfo &aipp_info) cons


Status DavinciModel::InitAippType(uint32_t index, const OpDescPtr &op_desc, const map<uint32_t, OpDescPtr> &data_list) { Status DavinciModel::InitAippType(uint32_t index, const OpDescPtr &op_desc, const map<uint32_t, OpDescPtr> &data_list) {
if (!op_desc->HasAttr(ATTR_DATA_RELATED_AIPP_MODE)) { if (!op_desc->HasAttr(ATTR_DATA_RELATED_AIPP_MODE)) {
GELOGW("There is no aipp releated info with index %u.", index);
GELOGW("There is no aipp releated info with index %u", index);
return SUCCESS; return SUCCESS;
} }


@@ -1895,7 +1860,7 @@ Status DavinciModel::GetAippType(uint32_t index, InputAippType &aipp_type, size_
GE_CHK_BOOL_RET_STATUS(index < input_addrs_list_.size(), PARAM_INVALID, "Index %u is invalid", index); GE_CHK_BOOL_RET_STATUS(index < input_addrs_list_.size(), PARAM_INVALID, "Index %u is invalid", index);
const auto it = aipp_type_list_.find(index); const auto it = aipp_type_list_.find(index);
if (it == aipp_type_list_.end()) { if (it == aipp_type_list_.end()) {
GELOGW("There is no aipp releated info with index %u.", index);
GELOGW("There is no aipp releated info with index %u", index);
aipp_type = DATA_WITHOUT_AIPP; aipp_type = DATA_WITHOUT_AIPP;
aipp_index = 0xFFFFFFFF; aipp_index = 0xFFFFFFFF;
return SUCCESS; return SUCCESS;
@@ -2202,173 +2167,101 @@ Status DavinciModel::InitModelProfile() {
} }


Status DavinciModel::SinkModelProfile() { Status DavinciModel::SinkModelProfile() {
// profiling plugin must be registered
auto &prof_mgr = ProfilingManager::Instance(); auto &prof_mgr = ProfilingManager::Instance();
ReporterData reporter_data{};
// report model data tag name
std::string tag_name("model_load_info_" + std::to_string(this->Id()));
GE_CHK_BOOL_EXEC(memcpy_s(reporter_data.tag, MSPROF_ENGINE_MAX_TAG_LEN, tag_name.c_str(), tag_name.size()) == EOK,
return FAILED, "Sink model tag memcpy error.");

// Model Header // Model Header
std::string name = om_name_.empty() ? name_ : om_name_; std::string name = om_name_.empty() ? name_ : om_name_;
size_t name_len = name.size();
reporter_data.deviceId = device_id_;
reporter_data.data = (unsigned char *)&name_len;
reporter_data.dataLen = sizeof(int32_t);
GE_CHK_BOOL_EXEC(prof_mgr.CallMsprofReport(reporter_data) == 0, return FAILED,
"Reporter data fail, model id:%u.", this->Id());

reporter_data.data = (unsigned char *)name.c_str();
reporter_data.dataLen = name.size();
GE_CHK_BOOL_EXEC(prof_mgr.CallMsprofReport(reporter_data) == 0, return FAILED,
"Reporter data fail, model id:%u.", this->Id());

uint32_t model_id = this->Id(); uint32_t model_id = this->Id();
reporter_data.data = (unsigned char *)&model_id;
reporter_data.dataLen = sizeof(uint32_t);
GE_CHK_BOOL_EXEC(prof_mgr.CallMsprofReport(reporter_data) == 0, return FAILED,
"Reporter data fail, model id:%u.", this->Id());

// Load Start/End Time
int64_t start_time = this->GetLoadBeginTime(); int64_t start_time = this->GetLoadBeginTime();
reporter_data.data = (unsigned char *)&start_time;
reporter_data.dataLen = sizeof(int64_t);
GE_CHK_BOOL_EXEC(prof_mgr.CallMsprofReport(reporter_data) == 0, return FAILED,
"Reporter data fail, model id:%u.", this->Id());

int64_t end_time = this->GetLoadEndTime(); int64_t end_time = this->GetLoadEndTime();
reporter_data.data = (unsigned char *)&end_time;
reporter_data.dataLen = sizeof(int64_t);
GE_CHK_BOOL_EXEC(prof_mgr.CallMsprofReport(reporter_data) == 0, return FAILED,
"Reporter data fail, model id:%u.", this->Id());


Json model_load_info;
model_load_info[kModelName] = name;
model_load_info[kModeleId] = model_id;
model_load_info[kLoadStartTime] = start_time;
model_load_info[kLoadEndTime] = end_time;
// fusion op info
using CIT = std::multimap<uint32_t, uint32_t>::const_iterator; using CIT = std::multimap<uint32_t, uint32_t>::const_iterator;
using Range = std::pair<CIT, CIT>; using Range = std::pair<CIT, CIT>;
for (const ProfileInfo &profile : profile_list_) { for (const ProfileInfo &profile : profile_list_) {
// op name after fusion
Json fusion_op_info;
string fusion_op_name = profile.fusion_info.op_name; string fusion_op_name = profile.fusion_info.op_name;
int32_t fusion_op_name_len = fusion_op_name.size() == 0 ? 1 : fusion_op_name.size();
reporter_data.data = (unsigned char *)&fusion_op_name_len;
reporter_data.dataLen = sizeof(int32_t);
GE_CHK_BOOL_EXEC(prof_mgr.CallMsprofReport(reporter_data) == 0, return FAILED,
"Reporter data fail, model id:%u.", this->Id());

reporter_data.data = (unsigned char *)fusion_op_name.c_str();
reporter_data.dataLen = fusion_op_name_len;
GE_CHK_BOOL_EXEC(prof_mgr.CallMsprofReport(reporter_data) == 0, return FAILED,
"Reporter data fail, model id:%u.", this->Id());

// original op name before fusion
uint32_t op_num = profile.fusion_info.original_op_names.size(); uint32_t op_num = profile.fusion_info.original_op_names.size();
reporter_data.data = (unsigned char *)&op_num;
reporter_data.dataLen = sizeof(int32_t);
GE_CHK_BOOL_EXEC(prof_mgr.CallMsprofReport(reporter_data) == 0, return FAILED,
"Reporter data fail, model id:%u.", this->Id());

vector<string> original_name;
for (uint32_t k = 0; k < op_num; k++) { for (uint32_t k = 0; k < op_num; k++) {
std::string op_name = profile.fusion_info.original_op_names[k];
int32_t op_name_len = op_name.size() == 0 ? 1 : op_name.size();
reporter_data.data = (unsigned char *)&op_name_len;
reporter_data.dataLen = sizeof(int32_t);
GE_CHK_BOOL_EXEC(prof_mgr.CallMsprofReport(reporter_data) == 0, return FAILED,
"Reporter data fail, model id:%u.", this->Id());
reporter_data.data = (unsigned char *)op_name.c_str();
reporter_data.dataLen = op_name_len;
GE_CHK_BOOL_EXEC(prof_mgr.CallMsprofReport(reporter_data) == 0, return FAILED,
"Reporter data fail, model id:%u.", this->Id());
}

// stream id info
original_name.emplace_back(profile.fusion_info.original_op_names[k]);
}
uint32_t stream_id = 0; uint32_t stream_id = 0;
auto iter = profiler_report_op_info_.find(fusion_op_name); auto iter = profiler_report_op_info_.find(fusion_op_name);
if (iter != profiler_report_op_info_.end()) { if (iter != profiler_report_op_info_.end()) {
stream_id = iter->second.second; stream_id = iter->second.second;
} }
reporter_data.data = (unsigned char *)&stream_id;
reporter_data.dataLen = sizeof(int32_t);
GE_CHK_BOOL_EXEC(prof_mgr.CallMsprofReport(reporter_data) == 0, return FAILED,
"Reporter data fail, model id:%u.", this->Id());

// memory info
reporter_data.data = (unsigned char *)&profile.memory_info;
reporter_data.dataLen = sizeof(profile.memory_info);
GE_CHK_BOOL_EXEC(prof_mgr.CallMsprofReport(reporter_data) == 0, return FAILED,
"Reporter data fail, model id:%u.", this->Id());

// task info
reporter_data.data = (unsigned char *)&profile.task_count;
reporter_data.dataLen = sizeof(uint32_t);
GE_CHK_BOOL_EXEC(prof_mgr.CallMsprofReport(reporter_data) == 0, return FAILED,
"Reporter data fail, model id:%u.", this->Id());

fusion_op_info[kFusionOpName] = fusion_op_name;
fusion_op_info[kOriginalOpNum] = op_num;
fusion_op_info[kOriginalOpName] = original_name;
fusion_op_info[kStreamId] = stream_id;
fusion_op_info[kFusionOpMemoryInfo][kInputSize] = profile.memory_info.input_size;
fusion_op_info[kFusionOpMemoryInfo][kOutputSize] = profile.memory_info.output_size;
fusion_op_info[kFusionOpMemoryInfo][kWeightSize] = profile.memory_info.weight_size;
fusion_op_info[kFusionOpMemoryInfo][kWorkSpaceSize] = profile.memory_info.workspace_size;
fusion_op_info[kFusionOpMemoryInfo][kTotalSize] = profile.memory_info.total_size;
fusion_op_info[kTaskCount] = profile.task_count;
vector<uint32_t> task_id;
Range task_range = op_id_map_.equal_range(profile.fusion_info.op_index); Range task_range = op_id_map_.equal_range(profile.fusion_info.op_index);
for (CIT idx = task_range.first; idx != task_range.second; ++idx) { for (CIT idx = task_range.first; idx != task_range.second; ++idx) {
uint32_t task_id = idx->second;
reporter_data.data = (unsigned char *)&task_id;
reporter_data.dataLen = sizeof(uint32_t);
GE_CHK_BOOL_EXEC(prof_mgr.CallMsprofReport(reporter_data) == 0, return FAILED,
"Reporter data fail, model id:%u.", this->Id());
task_id.push_back(idx->second);
} }
fusion_op_info[kTaskId] = task_id;
model_load_info[kFusionOpInfo] += fusion_op_info;
} }


std::string tag_name("model_load_info_" + std::to_string(this->Id()));
std::string reported_data;
try {
reported_data = model_load_info.dump(kInteval, ' ', false, Json::error_handler_t::ignore);
} catch (std::exception &e) {
GELOGE(FAILED, "Failed to convert JSON to string, reason: %s.", e.what());
} catch (...) {
GELOGE(FAILED, "Failed to convert JSON to string.");
}
reported_data.append(",")
.append("\n");
prof_mgr.ReportData(device_id_, reported_data, tag_name);
return SUCCESS; return SUCCESS;
} }


Status DavinciModel::SinkTimeProfile(const InputData &current_data) { Status DavinciModel::SinkTimeProfile(const InputData &current_data) {
// profiling plugin must be registered
auto &prof_mgr = ProfilingManager::Instance(); auto &prof_mgr = ProfilingManager::Instance();
ReporterData reporter_data{};

string name = om_name_.empty() ? name_ : om_name_;
Json model_time_info;
model_time_info[kModelName] = name;
model_time_info[kModeleId] = this->Id();
model_time_info[kRequestId] = current_data.request_id;
model_time_info[kThreadId] = mmGetTid();
model_time_info[kInputBeginTime] = time_info_.processBeginTime;
model_time_info[kInputEndTime] = time_info_.processEndTime;
model_time_info[kInferBeginTime] = time_info_.inferenceBeginTime;
model_time_info[kInferEndTime] = time_info_.inferenceEndTime;
model_time_info[kOutputBeginTime] = time_info_.dumpBeginTime;
model_time_info[kOutputEndTime] = time_info_.dumpEndTime;

// report model data tag name // report model data tag name
std::string tag_name; std::string tag_name;
tag_name.append("model_time_info_") tag_name.append("model_time_info_")
.append(std::to_string(this->Id()))
.append("_")
.append(std::to_string(current_data.index));

GE_CHK_BOOL_EXEC(memcpy_s(reporter_data.tag, MSPROF_ENGINE_MAX_TAG_LEN, tag_name.c_str(), tag_name.size()) == EOK,
return FAILED, "Sink model tag memcpy error.");
// device id
reporter_data.deviceId = device_id_;

// Model Header
string name;
if (!om_name_.empty()) {
name = om_name_;
} else {
name = name_;
}
size_t name_len = name.size();
reporter_data.data = (unsigned char *)&name_len;
reporter_data.dataLen = sizeof(int32_t);
GE_CHK_BOOL_EXEC(prof_mgr.CallMsprofReport(reporter_data) == 0, return FAILED,
"Reporter data fail, model id:%u.", this->Id());

reporter_data.data = (unsigned char *)name.c_str();
reporter_data.dataLen = name.size();
GE_CHK_BOOL_EXEC(prof_mgr.CallMsprofReport(reporter_data) == 0, return FAILED,
"Reporter data fail, model id:%u.", this->Id());

// request id
uint64_t request_id = current_data.request_id;
reporter_data.data = (unsigned char *)&request_id;
reporter_data.dataLen = sizeof(uint32_t);
GE_CHK_BOOL_EXEC(prof_mgr.CallMsprofReport(reporter_data) == 0, return FAILED,
"Reporter data fail, model id:%u, data index:%u.", this->Id(), current_data.index);

// thread id
int32_t thread_id = GetDataInputTid();
reporter_data.data = (unsigned char *)&thread_id;
reporter_data.dataLen = sizeof(int32_t);
GE_CHK_BOOL_EXEC(prof_mgr.CallMsprofReport(reporter_data) == 0, return FAILED,
"Reporter data fail, model id:%u, data index:%u.", this->Id(), current_data.index);

// time info
time_info_.modelId = this->Id();
reporter_data.data = (unsigned char *)&time_info_;
reporter_data.dataLen = sizeof(struct timeInfo);
GE_CHK_BOOL_EXEC(prof_mgr.CallMsprofReport(reporter_data) == 0, return FAILED,
"Reporter data fail, model id:%u, data index:%u.", this->Id(), current_data.index);
.append(std::to_string(this->Id()))
.append("_")
.append(std::to_string(current_data.index));
std::string reported_data;
try {
reported_data = model_time_info.dump(kInteval, ' ', false, Json::error_handler_t::ignore);
} catch (std::exception &e) {
GELOGE(FAILED, "Failed to convert JSON to string, reason: %s.", e.what());
} catch (...) {
GELOGE(FAILED, "Failed to convert JSON to string.");
}
reported_data.append(",")
.append("\n");
prof_mgr.ReportData(device_id_, reported_data, tag_name);


return SUCCESS; return SUCCESS;
} }
@@ -2626,7 +2519,7 @@ Status DavinciModel::ReturnResult(uint32_t data_id, const bool rslt_flg, const b
/// @return Status result /// @return Status result
/// ///
Status DavinciModel::ReturnNoOutput(uint32_t data_id) { Status DavinciModel::ReturnNoOutput(uint32_t data_id) {
GELOGI("ReturnNoOutput model id:%u", model_id_);
GELOGI("ReturnNoOutput model id:%u.", model_id_);


GE_CHK_BOOL_EXEC(listener_ != nullptr, return PARAM_INVALID, "listener_ is null!"); GE_CHK_BOOL_EXEC(listener_ != nullptr, return PARAM_INVALID, "listener_ is null!");
std::vector<ge::OutputTensorInfo> outputs; std::vector<ge::OutputTensorInfo> outputs;
@@ -2641,6 +2534,7 @@ void *DavinciModel::Run(DavinciModel *model) {
bool seq_end_flag = false; bool seq_end_flag = false;
uint32_t model_id = model->Id(); uint32_t model_id = model->Id();
uint32_t device_id = model->GetDeviceId(); uint32_t device_id = model->GetDeviceId();
ErrorManager::GetInstance().SetErrorContext(model->GetErrorContext());


GELOGI("Model Run thread start, model_id:%u.", model_id); GELOGI("Model Run thread start, model_id:%u.", model_id);
rtError_t rt_ret = rtSetDevice(static_cast<int32_t>(device_id)); rtError_t rt_ret = rtSetDevice(static_cast<int32_t>(device_id));
@@ -2651,6 +2545,7 @@ void *DavinciModel::Run(DavinciModel *model) {
// DeviceReset before thread run finished! // DeviceReset before thread run finished!
GE_MAKE_GUARD(not_used_var, [&] { GE_CHK_RT(rtDeviceReset(device_id)); }); GE_MAKE_GUARD(not_used_var, [&] { GE_CHK_RT(rtDeviceReset(device_id)); });


ErrorManager::GetInstance().SetStage(ErrorMessage::kModelExecute, ErrorMessage::kModelExecute);
while (model->RunFlag()) { while (model->RunFlag()) {
bool rslt_flg = true; bool rslt_flg = true;
if (model->GetDataInputer() == nullptr) { if (model->GetDataInputer() == nullptr) {
@@ -2773,10 +2668,6 @@ Status DavinciModel::DestroyThread() {
thread_id_.join(); thread_id_.join();
} }


if (shrink_id_.joinable()) {
shrink_id_.join();
}

return SUCCESS; return SUCCESS;
} }


@@ -2807,6 +2698,7 @@ Status DavinciModel::ModelRunStart() {
int64_t maxDumpOpNum = std::strtol(opt.c_str(), nullptr, kDecimal); int64_t maxDumpOpNum = std::strtol(opt.c_str(), nullptr, kDecimal);
maxDumpOpNum_ = maxDumpOpNum; maxDumpOpNum_ = maxDumpOpNum;


error_context_ = ErrorManager::GetInstance().GetErrorContext();
CREATE_STD_THREAD(thread_id_, DavinciModel::Run, this); CREATE_STD_THREAD(thread_id_, DavinciModel::Run, this);
GELOGI("model tread create success, model id:%u.", model_id_); GELOGI("model tread create success, model id:%u.", model_id_);
return SUCCESS; return SUCCESS;
@@ -3069,13 +2961,15 @@ void DavinciModel::SaveProfilingTaskDescInfo(const OpDescPtr &op, const TaskInfo
task_desc_info.model_name = name_; task_desc_info.model_name = name_;
} }
task_desc_info.op_name = op->GetName(); task_desc_info.op_name = op->GetName();
task_desc_info.op_type = op->GetType();
task_desc_info.block_dim = task_def.kernel().block_dim(); task_desc_info.block_dim = task_def.kernel().block_dim();
task_desc_info.task_id = task->GetTaskID(); task_desc_info.task_id = task->GetTaskID();
task_desc_info.stream_id = task->GetStreamId(); task_desc_info.stream_id = task->GetStreamId();
task_desc_info.shape_type = "static"; task_desc_info.shape_type = "static";
task_desc_info.cur_iter_num = 0; task_desc_info.cur_iter_num = 0;
// task type
task_desc_info.task_type = kTaskTypeInvalid; task_desc_info.task_type = kTaskTypeInvalid;
auto &prof_mgr = ProfilingManager::Instance();
prof_mgr.GetOpInputOutputInfo(op, task_desc_info);
auto model_task_type = static_cast<rtModelTaskType_t>(task_def.type()); auto model_task_type = static_cast<rtModelTaskType_t>(task_def.type());
if (model_task_type == RT_MODEL_TASK_KERNEL) { if (model_task_type == RT_MODEL_TASK_KERNEL) {
const domi::KernelDef &kernel_def = task_def.kernel(); const domi::KernelDef &kernel_def = task_def.kernel();
@@ -3107,7 +3001,6 @@ void DavinciModel::SaveProfilingTaskDescInfo(const OpDescPtr &op, const TaskInfo
task_desc_info_.emplace_back(task_desc_info); task_desc_info_.emplace_back(task_desc_info);
} }
} }
return;
} }


Status DavinciModel::DistributeTask() { Status DavinciModel::DistributeTask() {
@@ -3332,7 +3225,7 @@ Status DavinciModel::CopyModelData(const InputData &input_data, OutputData &outp
/// ///
Status DavinciModel::UpdateIoTaskArgs(const std::map<uint32_t, ZeroCopyOffset> &data_info, bool is_input, Status DavinciModel::UpdateIoTaskArgs(const std::map<uint32_t, ZeroCopyOffset> &data_info, bool is_input,
const vector<DataBuffer> &blobs, bool is_dynamic, const string &batch_label) { const vector<DataBuffer> &blobs, bool is_dynamic, const string &batch_label) {
string input_or_output = "input";
string input_or_output;
is_input ? input_or_output = "input" : input_or_output = "output"; is_input ? input_or_output = "input" : input_or_output = "output";
if (blobs.size() != data_info.size()) { if (blobs.size() != data_info.size()) {
GELOGE(ACL_ERROR_GE_PARAM_INVALID, "Verify %s data num failed: model requires %zu, but user actually feeds %zu", GELOGE(ACL_ERROR_GE_PARAM_INVALID, "Verify %s data num failed: model requires %zu, but user actually feeds %zu",
@@ -3342,7 +3235,8 @@ Status DavinciModel::UpdateIoTaskArgs(const std::map<uint32_t, ZeroCopyOffset> &


for (const auto &data : data_info) { for (const auto &data : data_info) {
if (data.first >= blobs.size()) { // check data index. if (data.first >= blobs.size()) { // check data index.
GELOGE(ACL_ERROR_GE_PARAM_INVALID, "Verify %s data num failed: can not find No.%u data, because user only feeds %zu",
GELOGE(ACL_ERROR_GE_PARAM_INVALID,
"Verify %s data num failed: can not find No.%u data, because user only feeds %zu",
input_or_output.c_str(), data.first, blobs.size()); input_or_output.c_str(), data.first, blobs.size());
return ACL_ERROR_GE_PARAM_INVALID; return ACL_ERROR_GE_PARAM_INVALID;
} }
@@ -3472,14 +3366,16 @@ Status DavinciModel::InitConstant(const OpDescPtr &op_desc) {
elem_num = 1; elem_num = 1;
} }
uint64_t *buff = reinterpret_cast<uint64_t *>(tensor->MutableData().data()); uint64_t *buff = reinterpret_cast<uint64_t *>(tensor->MutableData().data());
GE_CHK_BOOL_RET_STATUS(ge::CheckInt64Uint32MulOverflow(elem_num, kBytes) == SUCCESS, FAILED,
"Shape size is invalid");
uint64_t offset = static_cast<uint64_t>(elem_num * kBytes);
if (ge::CheckInt64Uint32MulOverflow(elem_num, kBytes * kStringHeadElems) != SUCCESS) {
GELOGE(FAILED, "Shape size is invalid");
return FAILED;
}
uint64_t offset = elem_num * kBytes * kStringHeadElems;


uint64_t hbm_raw_data_base_addr = uint64_t hbm_raw_data_base_addr =
static_cast<uint64_t>(reinterpret_cast<uintptr_t>(v_output_addr[0])) + offset; static_cast<uint64_t>(reinterpret_cast<uintptr_t>(v_output_addr[0])) + offset;
for (int64_t i = elem_num - 1; i >= 0; --i) { for (int64_t i = elem_num - 1; i >= 0; --i) {
buff[i] = hbm_raw_data_base_addr + (buff[i] - buff[0]);
buff[i * kStringHeadElems] = hbm_raw_data_base_addr + (buff[i * kStringHeadElems] - buff[0]);
} }
} }
GELOGI("[IMAS]InitConstant memcpy graph_%u type[V] name[%s] output[%d] memaddr[%p] mem_size[%lu] datasize[%zu]", GELOGI("[IMAS]InitConstant memcpy graph_%u type[V] name[%s] output[%d] memaddr[%p] mem_size[%lu] datasize[%zu]",
@@ -4007,41 +3903,6 @@ void DavinciModel::SaveHcclFollowStream(int64_t main_stream_id, rtStream_t strea
main_follow_stream_mapping_[main_stream_id].emplace_back(stream); main_follow_stream_mapping_[main_stream_id].emplace_back(stream);
} }


Status DavinciModel::GetComputeGraphInfo(vector<ComputeGraphDescInfo> &graph_desc_info) {
auto &all_op_desc = data_dumper_.GetAllOpDescInfo();
for (auto &op_desc : all_op_desc) {
ComputeGraphDescInfo compute_graph_info;
if (!om_name_.empty()) {
compute_graph_info.model_name = om_name_;
} else {
compute_graph_info.model_name = name_;
}

std::vector<Format> format = { FORMAT_NULL };
std::vector<std::vector<int64_t>> shape = { {0} };
std::vector<DataType> data_type = { DT_UNDEFINED };
compute_graph_info.op_name = op_desc.op_name;
compute_graph_info.op_type = op_desc.op_type;
compute_graph_info.input_format = op_desc.input_format.empty() ? format : op_desc.input_format;
compute_graph_info.input_shape = op_desc.input_shape.empty() ? shape : op_desc.input_shape;
compute_graph_info.input_data_type = op_desc.input_data_type.empty() ? data_type : op_desc.input_data_type;
compute_graph_info.output_format = op_desc.output_format.empty() ? format : op_desc.output_format;
compute_graph_info.output_shape = op_desc.output_shape.empty() ? shape : op_desc.output_shape;
compute_graph_info.output_data_type = op_desc.output_data_type.empty() ? data_type : op_desc.output_data_type;
uint32_t task_id = 0;
uint32_t stream_id = 0;
auto iter = profiler_report_op_info_.find(op_desc.op_name);
if (iter != profiler_report_op_info_.end()) {
task_id = iter->second.first;
stream_id = iter->second.second;
}
compute_graph_info.task_id = task_id;
compute_graph_info.stream_id = stream_id;
graph_desc_info.emplace_back(compute_graph_info);
}
return SUCCESS;
}

void DavinciModel::SetTotalFixedAddrsSize(string tensor_name, int64_t fix_addr_size) { void DavinciModel::SetTotalFixedAddrsSize(string tensor_name, int64_t fix_addr_size) {
if (tensor_name_to_fixed_addr_size_.find(tensor_name) == tensor_name_to_fixed_addr_size_.end()) { if (tensor_name_to_fixed_addr_size_.find(tensor_name) == tensor_name_to_fixed_addr_size_.end()) {
tensor_name_to_fixed_addr_size_[tensor_name] = total_fixed_addr_size_; tensor_name_to_fixed_addr_size_[tensor_name] = total_fixed_addr_size_;
@@ -4058,7 +3919,7 @@ Status DavinciModel::InitOrigInputInfo(uint32_t index, const OpDescPtr &op_desc)
vector<string> inputs; vector<string> inputs;
if (AttrUtils::GetListStr(op_desc, ATTR_NAME_AIPP_INPUTS, inputs) && !inputs.empty()) { if (AttrUtils::GetListStr(op_desc, ATTR_NAME_AIPP_INPUTS, inputs) && !inputs.empty()) {
std::string input = inputs[kAippOriginInputIndex]; std::string input = inputs[kAippOriginInputIndex];
GELOGI("origin input str: %s", input.c_str());
GELOGI("origin input str: %s.", input.c_str());
std::vector<std::string> infos = ge::StringUtils::Split(input, ':'); std::vector<std::string> infos = ge::StringUtils::Split(input, ':');
if (infos.size() != kAippInfoNum) { if (infos.size() != kAippInfoNum) {
GELOGE(ACL_ERROR_GE_AIPP_MODE_INVALID, "origin input str is invalid[%zu, %u].", infos.size(), kAippInfoNum); GELOGE(ACL_ERROR_GE_AIPP_MODE_INVALID, "origin input str is invalid[%zu, %u].", infos.size(), kAippInfoNum);
@@ -4132,11 +3993,11 @@ Status DavinciModel::InitAippInputOutputDims(uint32_t index, const OpDescPtr &op
ConstGeTensorDescPtr data_input_desc = op_desc->GetInputDescPtr(kDataIndex); ConstGeTensorDescPtr data_input_desc = op_desc->GetInputDescPtr(kDataIndex);
int64_t data_input_size; int64_t data_input_size;
(void)TensorUtils::GetSize(*(op_desc->GetInputDescPtr(kDataIndex)), data_input_size); (void)TensorUtils::GetSize(*(op_desc->GetInputDescPtr(kDataIndex)), data_input_size);
GELOGD("related Data[%d]: tensor_name: %s, dim_num: %zu, tensor_size: %zu, format: %s, data_type: %s, shape: %s",
index, op_desc->GetName().c_str(), data_input_desc->GetShape().GetDimNum(), data_input_size,
TypeUtils::FormatToSerialString(data_input_desc->GetFormat()).c_str(),
TypeUtils::DataTypeToSerialString(data_input_desc->GetDataType()).c_str(),
formats::JoinToString(data_input_desc->GetShape().GetDims()).c_str());
GELOGD("related Data[%d]: tensor_name: %s, dim_num: %zu, tensor_size: %zu, format: %s, data_type: %s, shape: %s.",
index, op_desc->GetName().c_str(), data_input_desc->GetShape().GetDimNum(), data_input_size,
TypeUtils::FormatToSerialString(data_input_desc->GetFormat()).c_str(),
TypeUtils::DataTypeToSerialString(data_input_desc->GetDataType()).c_str(),
formats::JoinToString(data_input_desc->GetShape().GetDims()).c_str());
} }
} }




+ 6
- 7
ge/graph/load/model_manager/davinci_model.h View File

@@ -29,6 +29,7 @@
#include "common/helper/om_file_helper.h" #include "common/helper/om_file_helper.h"
#include "common/opskernel/ge_task_info.h" #include "common/opskernel/ge_task_info.h"
#include "common/properties_manager.h" #include "common/properties_manager.h"
#include "common/dump/opdebug_register.h"
#include "common/types.h" #include "common/types.h"
#include "framework/common/util.h" #include "framework/common/util.h"
#include "graph/debug/ge_attr_define.h" #include "graph/debug/ge_attr_define.h"
@@ -412,6 +413,8 @@ class DavinciModel {
/// ///
uint64_t GetSessionId() const { return session_id_; } uint64_t GetSessionId() const { return session_id_; }


const struct ErrorMessage::Context &GetErrorContext() const { return error_context_; }

/// ///
/// @ingroup ge /// @ingroup ge
/// @brief SetDeviceId /// @brief SetDeviceId
@@ -536,7 +539,7 @@ class DavinciModel {
vector<InputOutputDims> &output_dims) const; vector<InputOutputDims> &output_dims) const;


// om file name // om file name
void SetOmName(string om_name) { om_name_ = om_name; }
void SetOmName(const string &om_name) { om_name_ = om_name; }


void SetDumpProperties(const DumpProperties &dump_properties) { data_dumper_.SetDumpProperties(dump_properties); } void SetDumpProperties(const DumpProperties &dump_properties) { data_dumper_.SetDumpProperties(dump_properties); }
const DumpProperties &GetDumpProperties() const { return data_dumper_.GetDumpProperties(); } const DumpProperties &GetDumpProperties() const { return data_dumper_.GetDumpProperties(); }
@@ -840,9 +843,6 @@ class DavinciModel {


Status TransAllVarData(ComputeGraphPtr &graph, uint32_t graph_id); Status TransAllVarData(ComputeGraphPtr &graph, uint32_t graph_id);


// get desc info of graph for profiling
Status GetComputeGraphInfo(vector<ComputeGraphDescInfo> &graph_desc_info);

void SetDataDumperArgs(const ComputeGraphPtr &graph, const map<string, OpDescPtr> &variable_by_name); void SetDataDumperArgs(const ComputeGraphPtr &graph, const map<string, OpDescPtr> &variable_by_name);


Status InitL1DataDumperArgs(); Status InitL1DataDumperArgs();
@@ -907,7 +907,6 @@ class DavinciModel {
vector<int64_t> output_memory_size_list_; vector<int64_t> output_memory_size_list_;


thread thread_id_; thread thread_id_;
thread shrink_id_;


shared_ptr<ModelListener> listener_; shared_ptr<ModelListener> listener_;


@@ -960,6 +959,7 @@ class DavinciModel {
vector<uintptr_t> output_mbuf_list_; // output mbuf created by dequeue task. vector<uintptr_t> output_mbuf_list_; // output mbuf created by dequeue task.


uint64_t session_id_; uint64_t session_id_;
struct ErrorMessage::Context error_context_;


uint32_t device_id_; uint32_t device_id_;


@@ -985,6 +985,7 @@ class DavinciModel {
int64_t maxDumpOpNum_; int64_t maxDumpOpNum_;
// for data dump // for data dump
DataDumper data_dumper_; DataDumper data_dumper_;
OpdebugRegister opdebug_register_;
uint64_t iterator_count_; uint64_t iterator_count_;
bool is_l1_fusion_enable_; bool is_l1_fusion_enable_;
map<OpDescPtr, void *> saved_task_addrs_; // release after DavinciModel::Init map<OpDescPtr, void *> saved_task_addrs_; // release after DavinciModel::Init
@@ -1022,8 +1023,6 @@ class DavinciModel {
// for op debug // for op debug
mutex debug_reg_mutex_; mutex debug_reg_mutex_;
bool is_op_debug_reg_ = false; bool is_op_debug_reg_ = false;
void *op_debug_addr_ = nullptr;
void *p2p_debug_addr_ = nullptr;
bool is_online_infer_dynamic_ = false; bool is_online_infer_dynamic_ = false;
bool is_getnext_sink_dynamic_ = false; bool is_getnext_sink_dynamic_ = false;
vector<int32_t> cur_dynamic_dims_; vector<int32_t> cur_dynamic_dims_;


+ 15
- 19
ge/graph/load/model_manager/model_manager.cc View File

@@ -18,23 +18,15 @@


#include <string> #include <string>


#include "mmpa/mmpa_api.h"
#include "aicpu/aicpu_schedule/aicpu_op_type_list.h" #include "aicpu/aicpu_schedule/aicpu_op_type_list.h"
#include "common/model_parser/model_parser.h"
#include "common/dump/dump_manager.h" #include "common/dump/dump_manager.h"
#include "common/l2_cache_optimize.h" #include "common/l2_cache_optimize.h"
#include "common/profiling/profiling_manager.h" #include "common/profiling/profiling_manager.h"
#include "common/properties_manager.h"
#include "framework/common/debug/ge_log.h"
#include "framework/common/util.h"
#include "graph/common/ge_call_wrapper.h" #include "graph/common/ge_call_wrapper.h"
#include "graph/debug/ge_attr_define.h"
#include "graph/load/model_manager/davinci_model.h" #include "graph/load/model_manager/davinci_model.h"
#include "graph/load/model_manager/davinci_model_parser.h"
#include "model/ge_root_model.h" #include "model/ge_root_model.h"
#include "graph/common/local_context.h"
#include "graph/utils/attr_utils.h"
#include "common/formats/utils/formats_trans_utils.h" #include "common/formats/utils/formats_trans_utils.h"
#include "hybrid/hybrid_davinci_model.h"


namespace ge { namespace ge {
thread_local uint32_t device_count = 0; thread_local uint32_t device_count = 0;
@@ -55,6 +47,7 @@ const char *const kDeleteCustOp = "deleteCustOp";
const int kTimeSpecNano = 1000000000; const int kTimeSpecNano = 1000000000;
const int kTimeSpecMiro = 1000000; const int kTimeSpecMiro = 1000000;
const int kOpNameMaxSize = 100; const int kOpNameMaxSize = 100;
const uint64_t kInferSessionId = 0;
#pragma pack(push, 1) #pragma pack(push, 1)
struct CustAicpuSoBuf { struct CustAicpuSoBuf {
uint64_t kernelSoBuf; uint64_t kernelSoBuf;
@@ -278,13 +271,15 @@ ge::Status ModelManager::SetDynamicSize(uint32_t model_id, const std::vector<uin
return SUCCESS; return SUCCESS;
} }


ge::Status ModelManager::DoLoadHybridModelOnline(uint32_t model_id, const shared_ptr<ge::GeRootModel> &ge_root_model,
ge::Status ModelManager::DoLoadHybridModelOnline(uint32_t model_id, const string &model_name,
const shared_ptr<ge::GeRootModel> &ge_root_model,
const shared_ptr<ModelListener> &listener) { const shared_ptr<ModelListener> &listener) {
auto hybrid_model = hybrid::HybridDavinciModel::Create(ge_root_model); auto hybrid_model = hybrid::HybridDavinciModel::Create(ge_root_model);
GE_CHECK_NOTNULL(hybrid_model); GE_CHECK_NOTNULL(hybrid_model);
hybrid_model->SetListener(listener); hybrid_model->SetListener(listener);
hybrid_model->SetModelId(model_id); hybrid_model->SetModelId(model_id);
hybrid_model->SetDeviceId(GetContext().DeviceId()); hybrid_model->SetDeviceId(GetContext().DeviceId());
hybrid_model->SetModelName(model_name);
GE_CHK_STATUS_RET(hybrid_model->Init(), "Failed to init hybrid model. model_id = %u", model_id); GE_CHK_STATUS_RET(hybrid_model->Init(), "Failed to init hybrid model. model_id = %u", model_id);
auto shared_model = std::shared_ptr<hybrid::HybridDavinciModel>(hybrid_model.release()); auto shared_model = std::shared_ptr<hybrid::HybridDavinciModel>(hybrid_model.release());
InsertModel(model_id, shared_model); InsertModel(model_id, shared_model);
@@ -304,10 +299,11 @@ Status ModelManager::LoadModelOnline(uint32_t &model_id, const shared_ptr<ge::Ge
} }


bool is_shape_unknown = false; bool is_shape_unknown = false;
string model_name = "";
GE_CHK_STATUS_RET(ge_root_model->CheckIsUnknownShape(is_shape_unknown), "CheckIsUnknownShape failed, model id:%u", GE_CHK_STATUS_RET(ge_root_model->CheckIsUnknownShape(is_shape_unknown), "CheckIsUnknownShape failed, model id:%u",
model_id); model_id);
if (is_shape_unknown || GetContext().GetHostExecFlag()) { if (is_shape_unknown || GetContext().GetHostExecFlag()) {
return DoLoadHybridModelOnline(model_id, ge_root_model, listener);
return DoLoadHybridModelOnline(model_id, model_name, ge_root_model, listener);
} }


mmTimespec timespec = mmGetTickCount(); mmTimespec timespec = mmGetTickCount();
@@ -321,7 +317,7 @@ Status ModelManager::LoadModelOnline(uint32_t &model_id, const shared_ptr<ge::Ge
davinci_model->SetId(model_id); davinci_model->SetId(model_id);
davinci_model->SetDeviceId(GetContext().DeviceId()); davinci_model->SetDeviceId(GetContext().DeviceId());


const DumpProperties &dump_properties = PropertiesManager::Instance().GetDumpProperties(GetContext().SessionId());
const DumpProperties &dump_properties = DumpManager::GetInstance().GetDumpProperties(GetContext().SessionId());
davinci_model->SetDumpProperties(dump_properties); davinci_model->SetDumpProperties(dump_properties);
dump_properties_ = dump_properties; dump_properties_ = dump_properties;


@@ -1036,7 +1032,7 @@ Status ModelManager::GenSessionId(uint64_t &session_id) {
Status ModelManager::LoadModelOffline(uint32_t &model_id, const ModelData &model, shared_ptr<ModelListener> listener, Status ModelManager::LoadModelOffline(uint32_t &model_id, const ModelData &model, shared_ptr<ModelListener> listener,
void *dev_ptr, size_t mem_size, void *weight_ptr, size_t weight_size) { void *dev_ptr, size_t mem_size, void *weight_ptr, size_t weight_size) {
GE_CHK_BOOL_RET_STATUS(model.key.empty() || mmAccess2(model.key.c_str(), M_F_OK) == EN_OK, GE_CHK_BOOL_RET_STATUS(model.key.empty() || mmAccess2(model.key.c_str(), M_F_OK) == EN_OK,
ACL_ERROR_GE_PARAM_INVALID, "input key file path %s is invalid, %s", model.key.c_str(), strerror(errno));
ACL_ERROR_GE_PARAM_INVALID, "Input key file path %s is invalid, %s", model.key.c_str(), strerror(errno));
GenModelId(&model_id); GenModelId(&model_id);


mmTimespec timespec = mmGetTickCount(); mmTimespec timespec = mmGetTickCount();
@@ -1053,7 +1049,7 @@ Status ModelManager::LoadModelOffline(uint32_t &model_id, const ModelData &model
GE_CHK_STATUS_RET(model_helper.GetGeRootModel()->CheckIsUnknownShape(is_shape_unknown), GE_CHK_STATUS_RET(model_helper.GetGeRootModel()->CheckIsUnknownShape(is_shape_unknown),
"CheckIsUnknownShape failed, model id:%u", model_id); "CheckIsUnknownShape failed, model id:%u", model_id);
if (is_shape_unknown || GetContext().GetHostExecFlag()) { if (is_shape_unknown || GetContext().GetHostExecFlag()) {
return DoLoadHybridModelOnline(model_id, model_helper.GetGeRootModel(), listener);
return DoLoadHybridModelOnline(model_id, model.om_name, model_helper.GetGeRootModel(), listener);
} }
} }


@@ -1081,8 +1077,8 @@ Status ModelManager::LoadModelOffline(uint32_t &model_id, const ModelData &model
} }
davinci_model->SetDeviceId(device_id); davinci_model->SetDeviceId(device_id);
davinci_model->SetOmName(model.om_name); davinci_model->SetOmName(model.om_name);
if (DumpManager::GetInstance().GetDumpProperties().IsDumpOpen()) {
davinci_model->SetDumpProperties(DumpManager::GetInstance().GetDumpProperties());
if (DumpManager::GetInstance().GetDumpProperties(kInferSessionId).IsDumpOpen()) {
davinci_model->SetDumpProperties(DumpManager::GetInstance().GetDumpProperties(kInferSessionId));
} else { } else {
davinci_model->SetDumpProperties(dump_properties_); davinci_model->SetDumpProperties(dump_properties_);
} }
@@ -1092,9 +1088,9 @@ Status ModelManager::LoadModelOffline(uint32_t &model_id, const ModelData &model
/// Update session_id for infer in load model to avoid the same session_id. /// Update session_id for infer in load model to avoid the same session_id.
uint64_t new_session_id; uint64_t new_session_id;
ret = GenSessionId(new_session_id); ret = GenSessionId(new_session_id);
GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(ret != SUCCESS, break, "Generate session_id for infer failed.");
GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(ret != SUCCESS, break, "Generate session_id for inference failed.");
ret = davinci_model->UpdateSessionId(new_session_id); ret = davinci_model->UpdateSessionId(new_session_id);
GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(ret != SUCCESS, break, "Update session_id for infer failed.");
GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(ret != SUCCESS, break, "Update session_id for inference failed.");


ret = davinci_model->Init(dev_ptr, mem_size, weight_ptr, weight_size); ret = davinci_model->Init(dev_ptr, mem_size, weight_ptr, weight_size);
GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(ret != SUCCESS, break, "DavinciInit failed."); GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(ret != SUCCESS, break, "DavinciInit failed.");
@@ -1403,7 +1399,7 @@ Status ModelManager::LaunchCustAicpuSo() {
Status ModelManager::GetModelMemAndWeightSize(const ModelData &model, size_t &mem_size, size_t &weight_size) { Status ModelManager::GetModelMemAndWeightSize(const ModelData &model, size_t &mem_size, size_t &weight_size) {
uint8_t *model_data = nullptr; uint8_t *model_data = nullptr;
uint32_t model_len = 0; uint32_t model_len = 0;
Status ret = DavinciModelParser::ParseModelContent(model, model_data, model_len);
Status ret = ModelParserBase::ParseModelContent(model, model_data, model_len);
GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(ret != SUCCESS, return ACL_ERROR_GE_PARAM_INVALID, "parse model content failed!"); GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(ret != SUCCESS, return ACL_ERROR_GE_PARAM_INVALID, "parse model content failed!");


OmFileLoadHelper om_file_helper; OmFileLoadHelper om_file_helper;


+ 2
- 1
ge/graph/load/model_manager/model_manager.h View File

@@ -73,7 +73,8 @@ class FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY ModelManager {
ge::Status LoadModelOnline(uint32_t &model_id, const std::shared_ptr<ge::GeRootModel> &ge_root_model, ge::Status LoadModelOnline(uint32_t &model_id, const std::shared_ptr<ge::GeRootModel> &ge_root_model,
std::shared_ptr<ModelListener> listener); std::shared_ptr<ModelListener> listener);


ge::Status DoLoadHybridModelOnline(uint32_t model_id, const shared_ptr<ge::GeRootModel> &ge_root_model,
ge::Status DoLoadHybridModelOnline(uint32_t model_id, const string &model_name,
const shared_ptr<ge::GeRootModel> &ge_root_model,
const std::shared_ptr<ModelListener> &listener); const std::shared_ptr<ModelListener> &listener);


/// ///


+ 1
- 1
ge/graph/load/model_manager/model_utils.cc View File

@@ -387,7 +387,7 @@ Status ModelUtils::GetVarAddr(const RuntimeParam &model_param, const ConstOpDesc
GELOGE(PARAM_INVALID, "rdma var addr is invalid, addr=%p", reinterpret_cast<uint8_t *>(offset)); GELOGE(PARAM_INVALID, "rdma var addr is invalid, addr=%p", reinterpret_cast<uint8_t *>(offset));
return PARAM_INVALID; return PARAM_INVALID;
} }
var_addr = reinterpret_cast<uint8_t *>(offset);
var_addr = reinterpret_cast<uint8_t *>(static_cast<uintptr_t>(offset));
break; break;
case RT_MEMORY_HBM: case RT_MEMORY_HBM:
VALIDATE_MEM_RANGE(op_desc, model_param.var_size, offset - model_param.logic_var_base); VALIDATE_MEM_RANGE(op_desc, model_param.var_size, offset - model_param.logic_var_base);


+ 94
- 11
ge/graph/manager/graph_caching_allocator.cc View File

@@ -28,10 +28,9 @@ const size_t bin_ranges[kNumBins] = {kRoundBlockSize * kKByteSize,
kBinSizeUnit8 * kMByteSize, kBinSizeUnit8 * kMByteSize,
kBinSizeUnit32 * kMByteSize, kBinSizeUnit32 * kMByteSize,
kBinSizeUnit128 * kMByteSize, kBinSizeUnit128 * kMByteSize,
kGByteSize,
kBinSizeUnit4 * kGByteSize,
kBinSizeUnit16 * kGByteSize,
kBinSizeUnit26 * kGByteSize};
kBinSizeUnit256 * kMByteSize,
kBinSizeUnit512 * kMByteSize,
kGByteSize};


static bool BlockComparator(const Block *left, const Block *right) { static bool BlockComparator(const Block *left, const Block *right) {
if (left->size != right->size) { if (left->size != right->size) {
@@ -63,7 +62,10 @@ size_t GetBinIndex(size_t size) {


size_t GetAllocationSize(size_t size) { size_t GetAllocationSize(size_t size) {
size_t index = GetBinIndex(size); size_t index = GetBinIndex(size);
return bin_ranges[index];
if (bin_ranges[index] >= size) {
return bin_ranges[index];
}
return kGByteSize * ((size + kGByteSize - 1) / kGByteSize);
} }


/// ///
@@ -83,6 +85,15 @@ bool ShouldSplit(const Block *block, size_t size) {
return static_cast<double>(size) <= (static_cast<double>(block->size) * kSplitThreshold); return static_cast<double>(size) <= (static_cast<double>(block->size) * kSplitThreshold);
} }


void IncreaseCount(std::map<size_t, size_t> &count, size_t size) {
auto it = count.find(size);
if (it != count.end()) {
it->second++;
} else {
count.emplace(size, 1);
}
}

CachingAllocator::CachingAllocator(rtMemType_t memory_type) : memory_type_(memory_type), memory_allocator_(nullptr) { CachingAllocator::CachingAllocator(rtMemType_t memory_type) : memory_type_(memory_type), memory_allocator_(nullptr) {
for (uint32_t i = 0; i < kNumBins; ++i) { for (uint32_t i = 0; i < kNumBins; ++i) {
free_block_bins_[i] = nullptr; free_block_bins_[i] = nullptr;
@@ -114,11 +125,13 @@ Status CachingAllocator::Initialize(uint32_t device_id) {


void CachingAllocator::Finalize(uint32_t device_id) { void CachingAllocator::Finalize(uint32_t device_id) {
GELOGI("Device id %u", device_id); GELOGI("Device id %u", device_id);
PrintStatics();
FreeBlocks(); FreeBlocks();
FreeBlockBins(); FreeBlockBins();
} }


uint8_t *CachingAllocator::Malloc(size_t size, uint8_t *org_ptr, uint32_t device_id) { uint8_t *CachingAllocator::Malloc(size_t size, uint8_t *org_ptr, uint32_t device_id) {
GELOGI("Start malloc pool memory, size = %zu, device id = %u", size, device_id);
uint8_t *ptr = nullptr; uint8_t *ptr = nullptr;
size = GetBlockSize(size); size = GetBlockSize(size);
Block *block = FindFreeBlock(size, org_ptr, device_id); Block *block = FindFreeBlock(size, org_ptr, device_id);
@@ -202,8 +215,7 @@ BlockBin *CachingAllocator::GetBlockBin(size_t size) {
} }


Block *CachingAllocator::FindFreeBlock(size_t size, uint8_t *org_ptr, uint32_t device_id) { Block *CachingAllocator::FindFreeBlock(size_t size, uint8_t *org_ptr, uint32_t device_id) {
// org_ptr - 1, try to find ptr same as org_ptr
Block key(device_id, size, (org_ptr == nullptr ? nullptr : org_ptr - 1));
Block key(device_id, size, org_ptr);
BlockBin *bin = GetBlockBin(size); BlockBin *bin = GetBlockBin(size);
if (bin == nullptr) { if (bin == nullptr) {
GELOGE(ge::FAILED, "Get block bin failed size = %zu", size); GELOGE(ge::FAILED, "Get block bin failed size = %zu", size);
@@ -253,23 +265,28 @@ Block *CachingAllocator::SplitBlock(Block *block, size_t size, BlockBin &bin, ui
} }


Status CachingAllocator::TryExtendCache(size_t size, uint32_t device_id) { Status CachingAllocator::TryExtendCache(size_t size, uint32_t device_id) {
GELOGI("Try to extend cache. size = %zu, device id = %u", size, device_id);
auto memory_size = GetAllocationSize(size); auto memory_size = GetAllocationSize(size);
const std::string purpose = "Memory for caching."; const std::string purpose = "Memory for caching.";
auto memory_addr = memory_allocator_->MallocMemory(purpose, memory_size, device_id); auto memory_addr = memory_allocator_->MallocMemory(purpose, memory_size, device_id);
// try to free caches and malloc again when malloc memory failed // try to free caches and malloc again when malloc memory failed
if (memory_addr == nullptr) { if (memory_addr == nullptr) {
FreeCachedBlocks();
size_t free_cached_memory_size = FreeCachedBlocks();
memory_addr = memory_allocator_->MallocMemory(purpose, memory_size, device_id); memory_addr = memory_allocator_->MallocMemory(purpose, memory_size, device_id);
if (memory_addr == nullptr) { if (memory_addr == nullptr) {
GELOGE(ge::FAILED, "TryExtendCache failed, no enough memory for size = %zu, device_id = %u", memory_size, GELOGE(ge::FAILED, "TryExtendCache failed, no enough memory for size = %zu, device_id = %u", memory_size,
device_id); device_id);
return ge::FAILED; return ge::FAILED;
} }
GELOGT(TRACE_RUNNING, "Try to free cached memory size:%zu and malloc memory size:%zu success.",
free_cached_memory_size, memory_size);
} }

if (AddToBlockBin(memory_addr, memory_size, device_id) != ge::SUCCESS) { if (AddToBlockBin(memory_addr, memory_size, device_id) != ge::SUCCESS) {
(void)memory_allocator_->FreeMemory(memory_addr); (void)memory_allocator_->FreeMemory(memory_addr);
return ge::FAILED; return ge::FAILED;
} }
PrintStatics();
return ge::SUCCESS; return ge::SUCCESS;
} }


@@ -290,13 +307,15 @@ Status CachingAllocator::AddToBlockBin(uint8_t *ptr, size_t size, uint32_t devic
block->size = size; block->size = size;


std::lock_guard<std::recursive_mutex> lock(mutex_); std::lock_guard<std::recursive_mutex> lock(mutex_);
IncreaseCount(malloced_memory_, block->size);
bin->insert(block); bin->insert(block);
return ge::SUCCESS; return ge::SUCCESS;
} }


void CachingAllocator::FreeCachedBlocks() {
size_t CachingAllocator::FreeCachedBlocks() {
GELOGI("Free cached blocks"); GELOGI("Free cached blocks");
std::lock_guard<std::recursive_mutex> lock(mutex_); std::lock_guard<std::recursive_mutex> lock(mutex_);
size_t free_cached_memory_size = 0;
for (uint32_t i = 0; i < kNumBins; ++i) { for (uint32_t i = 0; i < kNumBins; ++i) {
auto pool = free_block_bins_[i]; auto pool = free_block_bins_[i];
if (pool == nullptr) { if (pool == nullptr) {
@@ -307,6 +326,14 @@ void CachingAllocator::FreeCachedBlocks() {
// free block memory that has not been split // free block memory that has not been split
if ((block != nullptr) && (block->ptr != nullptr) && (block->prev == nullptr) && (block->next == nullptr) && if ((block != nullptr) && (block->ptr != nullptr) && (block->prev == nullptr) && (block->next == nullptr) &&
(memory_allocator_->FreeMemory(block->ptr) == ge::SUCCESS)) { (memory_allocator_->FreeMemory(block->ptr) == ge::SUCCESS)) {
auto itcount = malloced_memory_.find(block->size);
free_cached_memory_size += block->size;
if (itcount != malloced_memory_.end()) {
itcount->second--;
if (itcount->second == 0) {
malloced_memory_.erase(itcount);
}
}
pool->erase(it++); pool->erase(it++);
delete block; delete block;
continue; continue;
@@ -314,6 +341,7 @@ void CachingAllocator::FreeCachedBlocks() {
++it; ++it;
} }
} }
return free_cached_memory_size;
} }


void CachingAllocator::FreeBlocks() { void CachingAllocator::FreeBlocks() {
@@ -324,8 +352,7 @@ void CachingAllocator::FreeBlocks() {
FreeBlock(it.second); FreeBlock(it.second);
} }
allocated_blocks_.clear(); allocated_blocks_.clear();

FreeCachedBlocks();
(void) FreeCachedBlocks();
} }


void CachingAllocator::FreeBlockBins() { void CachingAllocator::FreeBlockBins() {
@@ -338,4 +365,60 @@ void CachingAllocator::FreeBlockBins() {
} }
} }
} }

void PrintCount(std::map<size_t, size_t> &count, const std::string &name, size_t total_size, size_t total_count) {
GELOGI("%6s total[size:%10zu count:%10zu]", name.c_str(), total_size, total_count);
for (auto &it : count) {
GELOGI(" |- block[size:%10zu count:%10zu]", it.first, it.second);
}
}

void CachingAllocator::PrintStatics() {
if (!IsLogEnable(GE_MODULE_NAME, DLOG_INFO)) {
return;
}
size_t total_using_size = 0;
size_t total_using_count = 0;
size_t total_free_size = 0;
size_t total_free_count = 0;
size_t total_malloc_size = 0;
size_t total_malloc_count = 0;
std::map<size_t, size_t> using_block;
std::map<size_t, size_t> free_block;
std::map<size_t, size_t> malloc_block;
do {
std::lock_guard<std::recursive_mutex> lock(mutex_);
for (uint32_t i = 0; i < kNumBins; ++i) {
auto pool = free_block_bins_[i];
if (pool == nullptr) {
continue;
}
for (auto it = pool->begin(); it != pool->end(); ++it) {
if ((*it) != nullptr) {
total_free_size += (*it)->size;
IncreaseCount(free_block, (*it)->size);
total_free_count++;
}
}
}

for (auto &it : allocated_blocks_) {
if (it.second != nullptr) {
total_using_size += it.second->size;
IncreaseCount(using_block, it.second->size);
total_using_count++;
}
}

for (auto &it : malloced_memory_) {
total_malloc_size += it.first * it.second;
total_malloc_count += it.second;
malloc_block[it.first] = it.second;
}
} while (0);

PrintCount(malloc_block, "Malloc", total_malloc_size, total_malloc_count);
PrintCount(using_block, "Using", total_using_size, total_using_count);
PrintCount(free_block, "Free", total_free_size, total_free_count);
}
} // namespace ge } // namespace ge

+ 16
- 6
ge/graph/manager/graph_caching_allocator.h View File

@@ -36,17 +36,17 @@ namespace ge {
constexpr size_t kRoundBlockSize = 512; // all block sizes are rounded to at least 512 bytes constexpr size_t kRoundBlockSize = 512; // all block sizes are rounded to at least 512 bytes
constexpr size_t kBinSizeUnit4 = 4; constexpr size_t kBinSizeUnit4 = 4;
constexpr size_t kBinSizeUnit8 = 8; constexpr size_t kBinSizeUnit8 = 8;
constexpr size_t kBinSizeUnit16 = 16;
constexpr size_t kBinSizeUnit26 = 26;
constexpr size_t kBinSizeUnit32 = 32; constexpr size_t kBinSizeUnit32 = 32;
constexpr size_t kBinSizeUnit128 = 128; constexpr size_t kBinSizeUnit128 = 128;
constexpr size_t kBinSizeUnit256 = 256;
constexpr size_t kBinSizeUnit512 = 512;


constexpr double kSplitThreshold = 0.75; // split when malloc size <= small block size * kSpliThreshold
constexpr double kSplitThreshold = 0.5; // split when malloc size <= small block size * kSpliThreshold
constexpr size_t kKByteSize = 1024; constexpr size_t kKByteSize = 1024;
constexpr size_t kMByteSize = 1048576; // 1024 * 1024 constexpr size_t kMByteSize = 1048576; // 1024 * 1024
constexpr size_t kGByteSize = 1073741824; // 1024 * 1024 * 1024 constexpr size_t kGByteSize = 1073741824; // 1024 * 1024 * 1024


static const uint32_t kNumBins = 8;
static const uint32_t kNumBins = 7;


class MemoryAllocator; class MemoryAllocator;


@@ -143,9 +143,9 @@ class CachingAllocator {
/// ///
/// @ingroup ge_graph /// @ingroup ge_graph
/// @brief free all cached blocks to right bin and release the memory when memory is not enough /// @brief free all cached blocks to right bin and release the memory when memory is not enough
/// @return void
/// @return free cached memory size
/// ///
void FreeCachedBlocks();
size_t FreeCachedBlocks();


/// ///
/// @ingroup ge_graph /// @ingroup ge_graph
@@ -182,6 +182,13 @@ class CachingAllocator {
/// ///
Block *SplitBlock(Block *block, size_t size, BlockBin &bin, uint32_t device_id); Block *SplitBlock(Block *block, size_t size, BlockBin &bin, uint32_t device_id);


///
/// @ingroup ge_graph
/// @brief print the memory info in pool
/// @return void
///
void PrintStatics();

private: private:
rtMemType_t memory_type_; rtMemType_t memory_type_;


@@ -196,6 +203,9 @@ class CachingAllocator {


// block bins by different block size // block bins by different block size
BlockBin *free_block_bins_[kNumBins]; BlockBin *free_block_bins_[kNumBins];

// malloced memorys from device
std::map<size_t, size_t> malloced_memory_;
}; };
} // namespace ge } // namespace ge
#endif // GE_GRAPH_MANAGER_GRAPH_CACHING_ALLOCATOR_H_ #endif // GE_GRAPH_MANAGER_GRAPH_CACHING_ALLOCATOR_H_

+ 58
- 21
ge/graph/manager/graph_manager.cc View File

@@ -26,6 +26,7 @@


#include "common/math/math_util.h" #include "common/math/math_util.h"
#include "common/thread_pool.h" #include "common/thread_pool.h"
#include "common/dump/dump_manager.h"
#include "analyzer/analyzer.h" #include "analyzer/analyzer.h"
#include "graph/common/ge_call_wrapper.h" #include "graph/common/ge_call_wrapper.h"
#include "graph/common/local_context.h" #include "graph/common/local_context.h"
@@ -141,7 +142,7 @@ ge::Status CheckFpCeilingMode() {
GELOGI("The parameter fp_ceiling_mode is set to %s.", mode.c_str()); GELOGI("The parameter fp_ceiling_mode is set to %s.", mode.c_str());
return ge::SUCCESS; return ge::SUCCESS;
} }
GELOGW("The parameter fp_ceiling_mode is not set.");
GELOGW("The parameter fp_ceiling_mode is not set");
return ge::SUCCESS; return ge::SUCCESS;
} }
} // namespace } // namespace
@@ -154,6 +155,7 @@ GraphManager::GraphManager()
} }


Status GraphManager::Initialize(const std::map<string, string> &options) { Status GraphManager::Initialize(const std::map<string, string> &options) {
ErrorManager::GetInstance().SetStage(ErrorMessage::kInitialize, ErrorMessage::kOther);
if (init_flag_) { if (init_flag_) {
GELOGW("[Initialize] GraphManager already initialized."); GELOGW("[Initialize] GraphManager already initialized.");
return SUCCESS; return SUCCESS;
@@ -293,7 +295,7 @@ Status GraphManager::InitDynamicParams(ComputeGraphPtr &compute_graph) {
return FAILED; return FAILED;
} }
if ((op_desc->GetType() == DATA) || (op_type == kGetNextName)) { if ((op_desc->GetType() == DATA) || (op_type == kGetNextName)) {
GELOGI("Need to process multi batch for compute graph.");
GELOGI("Need to process multi batch for compute graph. op_type:%s.", op_desc->GetType().c_str());
GetLocalOmgContext().need_multi_batch = true; GetLocalOmgContext().need_multi_batch = true;
break; break;
} }
@@ -542,6 +544,7 @@ Status GraphManager::OptimizeSubGraphWithMultiThreads(ComputeGraphPtr compute_gr
std::future<Status> f = executor.commit(GraphManager::ProcessSubGraphWithMultiThreads, this, std::future<Status> f = executor.commit(GraphManager::ProcessSubGraphWithMultiThreads, this,
compute_graph->GetGraphID(), subgraph, compute_graph->GetGraphID(), subgraph,
compute_graph->GetName(), session_id, compute_graph->GetName(), session_id,
ErrorManager::GetInstance().GetErrorContext(),
GetThreadLocalContext()); GetThreadLocalContext());
if (!f.valid()) { if (!f.valid()) {
GELOGE(FAILED, "Future is invalid"); GELOGE(FAILED, "Future is invalid");
@@ -558,6 +561,7 @@ Status GraphManager::OptimizeSubGraphWithMultiThreads(ComputeGraphPtr compute_gr
std::future<Status> f = executor.commit(GraphManager::ProcessSubGraphWithMultiThreads, this, std::future<Status> f = executor.commit(GraphManager::ProcessSubGraphWithMultiThreads, this,
compute_graph->GetGraphID(), subgraph, compute_graph->GetGraphID(), subgraph,
compute_graph->GetName(), session_id, compute_graph->GetName(), session_id,
ErrorManager::GetInstance().GetErrorContext(),
GetThreadLocalContext()); GetThreadLocalContext());
if (!f.valid()) { if (!f.valid()) {
GELOGE(FAILED, "Future is invalid"); GELOGE(FAILED, "Future is invalid");
@@ -663,6 +667,7 @@ Status GraphManager::SetSubgraph(uint64_t session_id, ComputeGraphPtr compute_gr


Status GraphManager::PreRunOptimizeOriginalGraph(const GraphNodePtr &graph_node, const std::vector<GeTensor> &inputs, Status GraphManager::PreRunOptimizeOriginalGraph(const GraphNodePtr &graph_node, const std::vector<GeTensor> &inputs,
ge::ComputeGraphPtr &compute_graph, uint64_t session_id) { ge::ComputeGraphPtr &compute_graph, uint64_t session_id) {
ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kPrepareOptimize);
GE_CHECK_NOTNULL(graph_node); GE_CHECK_NOTNULL(graph_node);
GE_CHECK_NOTNULL(compute_graph); GE_CHECK_NOTNULL(compute_graph);


@@ -671,8 +676,10 @@ Status GraphManager::PreRunOptimizeOriginalGraph(const GraphNodePtr &graph_node,
GM_RUN_AND_DUMP_PERF("HandleSummaryOp", stages.optimizer.HandleSummaryOp, compute_graph); GM_RUN_AND_DUMP_PERF("HandleSummaryOp", stages.optimizer.HandleSummaryOp, compute_graph);
GM_RUN_AND_DUMP_PERF("Prepare", stages.preparer.PrepareDynShape, graph_node, inputs, compute_graph, GM_RUN_AND_DUMP_PERF("Prepare", stages.preparer.PrepareDynShape, graph_node, inputs, compute_graph,
session_id); session_id);
ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kOriginOptimize);
GM_RUN_AND_DUMP_PERF("OptimizeOriginalGraph", stages.optimizer.OptimizeOriginalGraph, compute_graph); GM_RUN_AND_DUMP_PERF("OptimizeOriginalGraph", stages.optimizer.OptimizeOriginalGraph, compute_graph);


ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kPrepareOptimize);
GM_RUN_AND_DUMP_PERF("PrepareRunningFormatRefiner", stages.preparer.PrepareRunningFormatRefiner); GM_RUN_AND_DUMP_PERF("PrepareRunningFormatRefiner", stages.preparer.PrepareRunningFormatRefiner);
GM_RUN_AND_DUMP_PERF("RefineRunningFormat", stages.optimizer.OptimizeOriginalGraphJudgeInsert, compute_graph); GM_RUN_AND_DUMP_PERF("RefineRunningFormat", stages.optimizer.OptimizeOriginalGraphJudgeInsert, compute_graph);
GM_RUN_AND_DUMP_PERF("SubexpressionMigration", SubexpressionMigration, compute_graph); GM_RUN_AND_DUMP_PERF("SubexpressionMigration", SubexpressionMigration, compute_graph);
@@ -715,6 +722,7 @@ Status GraphManager::PreRunAfterOptimizeSubGraph(const GraphNodePtr &graph_node,
GE_CHECK_NOTNULL(graph_node); GE_CHECK_NOTNULL(graph_node);
GE_CHECK_NOTNULL(compute_graph); GE_CHECK_NOTNULL(compute_graph);


ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kMergeGraphOptimize);
CompilerStages &stages = GetCompilerStages(graph_node->GetGraphId()); CompilerStages &stages = GetCompilerStages(graph_node->GetGraphId());
GM_RUN_AND_DUMP_PERF("OptimizeWholeGraph", stages.optimizer.OptimizeWholeGraph, compute_graph); GM_RUN_AND_DUMP_PERF("OptimizeWholeGraph", stages.optimizer.OptimizeWholeGraph, compute_graph);
GM_RUN_AND_DUMP_PERF("Optimize2", OptimizeStage2, compute_graph); GM_RUN_AND_DUMP_PERF("Optimize2", OptimizeStage2, compute_graph);
@@ -734,8 +742,8 @@ Status GraphManager::PreRunAfterOptimizeSubGraph(const GraphNodePtr &graph_node,
} }


Status GraphManager::SetRtContext(rtContext_t rt_context, rtCtxMode_t mode, uint64_t session_id, uint32_t graph_id) { Status GraphManager::SetRtContext(rtContext_t rt_context, rtCtxMode_t mode, uint64_t session_id, uint32_t graph_id) {
GELOGD("set rt_context, session id: %lu, graph id: %u, mode %d, device id:%u.", session_id, graph_id,
static_cast<int>(mode), ge::GetContext().DeviceId());
GELOGD("set rt_context: session id: %lu, graph id: %u, mode %d, device id:%u.",
session_id, graph_id, static_cast<int>(mode), ge::GetContext().DeviceId());


rtError_t rt_ret = rtCtxCreate(&rt_context, mode, ge::GetContext().DeviceId()); rtError_t rt_ret = rtCtxCreate(&rt_context, mode, ge::GetContext().DeviceId());
if (rt_ret != RT_ERROR_NONE) { if (rt_ret != RT_ERROR_NONE) {
@@ -776,7 +784,7 @@ Status GraphManager::PreRun(const GraphNodePtr &graph_node, const std::vector<Ge
GE_CHK_STATUS_RET(analyzer_instance->BuildJsonObject(session_id, compute_graph->GetGraphID()), GE_CHK_STATUS_RET(analyzer_instance->BuildJsonObject(session_id, compute_graph->GetGraphID()),
"BuildJsonObject Failed") "BuildJsonObject Failed")


GEEVENT("PreRun start, graph node size %zu, session id %lu, graph id %u, graph name %s",
GEEVENT("PreRun start: graph node size %zu, session id %lu, graph id %u, graph name %s",
compute_graph->GetDirectNodesSize(), session_id, compute_graph->GetGraphID(), compute_graph->GetDirectNodesSize(), session_id, compute_graph->GetGraphID(),
compute_graph->GetName().c_str()); compute_graph->GetName().c_str());
GE_DUMP(compute_graph, "PreRunBegin"); GE_DUMP(compute_graph, "PreRunBegin");
@@ -797,11 +805,12 @@ Status GraphManager::PreRun(const GraphNodePtr &graph_node, const std::vector<Ge
if (run_optimize_original_graph) { if (run_optimize_original_graph) {
Status ret = PreRunOptimizeOriginalGraph(graph_node, inputs, compute_graph, session_id); Status ret = PreRunOptimizeOriginalGraph(graph_node, inputs, compute_graph, session_id);
if (ret != SUCCESS) { if (ret != SUCCESS) {
GELOGE(ret, "Run PreRunOptimizeOriginalGraph failed for graph:%s.", compute_graph->GetName().c_str());
GELOGE(ret, "Run PreRunOptimizeOriginalGraph failed for graph:%s", compute_graph->GetName().c_str());
return ret; return ret;
} }
} }


ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kPrepareOptimize);
ret = PreRunOptimizeSubGraph(graph_node, compute_graph, session_id); ret = PreRunOptimizeSubGraph(graph_node, compute_graph, session_id);
if (ret != SUCCESS) { if (ret != SUCCESS) {
GELOGE(ret, "Run PreRunOptimizeSubGraph failed for graph:%s.", compute_graph->GetName().c_str()); GELOGE(ret, "Run PreRunOptimizeSubGraph failed for graph:%s.", compute_graph->GetName().c_str());
@@ -823,6 +832,7 @@ Status GraphManager::PreRun(const GraphNodePtr &graph_node, const std::vector<Ge
} }
} }


ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kOther);
// when set incre build, save om model and var manager // when set incre build, save om model and var manager
GeModelPtr ge_model = nullptr; GeModelPtr ge_model = nullptr;
auto save_ret = SaveCacheAfterBuild(graph_node->GetGraphId(), compute_graph, ge_model); auto save_ret = SaveCacheAfterBuild(graph_node->GetGraphId(), compute_graph, ge_model);
@@ -854,6 +864,7 @@ Status GraphManager::StartForRunGraph(const GraphNodePtr &graph_node, const std:
// it will not execute graph prreprocess, optimize, parition, build if the graph has built successful. // it will not execute graph prreprocess, optimize, parition, build if the graph has built successful.
Status ret = SUCCESS; Status ret = SUCCESS;
if (IsGraphNeedBuild(graph_node)) { if (IsGraphNeedBuild(graph_node)) {
ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kOther);
if (graph_node->GetBuildFlag()) { if (graph_node->GetBuildFlag()) {
GELOGE(PARAM_INVALID, GELOGE(PARAM_INVALID,
"The graph %u need to re-build, you should remove it from GE " "The graph %u need to re-build, you should remove it from GE "
@@ -869,10 +880,11 @@ Status GraphManager::StartForRunGraph(const GraphNodePtr &graph_node, const std:
// release rts generate context // release rts generate context
RtContextUtil::GetInstance().DestroyRtContexts(session_id, graph_node->GetGraphId()); RtContextUtil::GetInstance().DestroyRtContexts(session_id, graph_node->GetGraphId());
if (ret != SUCCESS) { if (ret != SUCCESS) {
GELOGE(ret, "PreRun Failed.");
GELOGE(ret, "PreRun Failed. graph_id:%u.", graph_node->GetGraphId());
return ret; return ret;
} }
} }
ErrorManager::GetInstance().SetStage(ErrorMessage::kModelLoad, ErrorMessage::kModelLoad);
if (!graph_node->IsAsync()) { if (!graph_node->IsAsync()) {
ret = LoadGraph(ge_root_model, graph_node); ret = LoadGraph(ge_root_model, graph_node);
} else { } else {
@@ -885,6 +897,7 @@ Status GraphManager::StartForRunGraph(const GraphNodePtr &graph_node, const std:
graph_node->SetBuildFlag(true); graph_node->SetBuildFlag(true);
var_acc_ctrl_.SetGraphBuildEnd(graph_node->GetGraphId()); var_acc_ctrl_.SetGraphBuildEnd(graph_node->GetGraphId());
} else if (!graph_node->GetLoadFlag()) { } else if (!graph_node->GetLoadFlag()) {
ErrorManager::GetInstance().SetStage(ErrorMessage::kModelLoad, ErrorMessage::kModelLoad);
GeRootModelPtr ge_root_model_ptr = graph_node->GetGeRootModel(); GeRootModelPtr ge_root_model_ptr = graph_node->GetGeRootModel();
if (!graph_node->IsAsync()) { if (!graph_node->IsAsync()) {
ret = LoadGraph(ge_root_model_ptr, graph_node); ret = LoadGraph(ge_root_model_ptr, graph_node);
@@ -1042,6 +1055,7 @@ Status GraphManager::InnerRunGraph(GraphNodePtr &graph_node, const GraphId &grap


Status GraphManager::RunGraph(const GraphId &graph_id, const std::vector<GeTensor> &inputs, Status GraphManager::RunGraph(const GraphId &graph_id, const std::vector<GeTensor> &inputs,
std::vector<GeTensor> &outputs, uint64_t session_id) { std::vector<GeTensor> &outputs, uint64_t session_id) {
ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kOther);
std::lock_guard<std::mutex> lock(run_mutex_); std::lock_guard<std::mutex> lock(run_mutex_);
GELOGI("[RunGraph] start to run graph, graph_id = %u, is_train_graph: %d", graph_id, GetTrainFlag()); GELOGI("[RunGraph] start to run graph, graph_id = %u, is_train_graph: %d", graph_id, GetTrainFlag());


@@ -1094,6 +1108,7 @@ Status GraphManager::RunGraph(const GraphId &graph_id, const std::vector<GeTenso
return ret; return ret;
} }


ErrorManager::GetInstance().SetStage(ErrorMessage::kModelExecute, ErrorMessage::kModelExecute);
// excute graph // excute graph
ret = InnerRunGraph(graph_node, graph_id, inputs, outputs); ret = InnerRunGraph(graph_node, graph_id, inputs, outputs);
if (ret != SUCCESS) { if (ret != SUCCESS) {
@@ -1209,7 +1224,8 @@ Status GraphManager::BuildGraphForUnregisteredOp(const GraphId &graph_id, const


Status GraphManager::BuildGraph(const GraphId &graph_id, const std::vector<GeTensor> &inputs, Status GraphManager::BuildGraph(const GraphId &graph_id, const std::vector<GeTensor> &inputs,
GeRootModelPtr &ge_root_model, uint64_t session_id, bool async) { GeRootModelPtr &ge_root_model, uint64_t session_id, bool async) {
GELOGD("[BuildGraph] start to build graph, graph_id=%u.", graph_id);
ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kOther);
GELOGD("[BuildGraph] start to build graph, graph_id:%u", graph_id);
if (inputs.empty()) { if (inputs.empty()) {
GELOGW("[BuildGraph] BuildGraph warning: empty GeTensor inputs"); GELOGW("[BuildGraph] BuildGraph warning: empty GeTensor inputs");
} }
@@ -1241,7 +1257,7 @@ Status GraphManager::BuildGraph(const GraphId &graph_id, const std::vector<GeTen
ret = StartForRunGraph(graph_node, inputs, ge_root_model, session_id); ret = StartForRunGraph(graph_node, inputs, ge_root_model, session_id);
graph_node->SetRunFlag(false); graph_node->SetRunFlag(false);
if (ret != SUCCESS) { if (ret != SUCCESS) {
GELOGE(GE_GRAPH_PRERUN_FAILED, "[BuildGraph] StartForRunGraph failed!");
GELOGE(GE_GRAPH_PRERUN_FAILED, "[BuildGraph] StartForRunGraph failed! graph_id:%u.", graph_id);
return GE_GRAPH_PRERUN_FAILED; return GE_GRAPH_PRERUN_FAILED;
} }


@@ -1495,7 +1511,7 @@ Status GraphManager::ParseOptions(const std::map<std::string, std::string> &opti
ParseOption(options, INPUT_SHAPE, options_.input_shape); ParseOption(options, INPUT_SHAPE, options_.input_shape);
ParseOption(options, kDynamicDims, options_.dynamic_dims); ParseOption(options, kDynamicDims, options_.dynamic_dims);
ParseOption(options, DYNAMIC_NODE_TYPE, options_.dynamic_node_type); ParseOption(options, DYNAMIC_NODE_TYPE, options_.dynamic_node_type);
GELOGD("Dynamic dims params: input shape is %s, dynamic dims is %s, dynamic node type is %d.",
GELOGD("Dynamic dims params: input shape is %s, dynamic dims is %s, dynamic node type is %d",
options_.input_shape.c_str(), options_.dynamic_dims.c_str(), options_.dynamic_node_type); options_.input_shape.c_str(), options_.dynamic_dims.c_str(), options_.dynamic_node_type);


// Set Build model and step // Set Build model and step
@@ -1508,7 +1524,7 @@ Status GraphManager::ParseOptions(const std::map<std::string, std::string> &opti
Status GraphManager::ParseTrainGraphFlag(bool &options, bool &option) { Status GraphManager::ParseTrainGraphFlag(bool &options, bool &option) {
std::shared_ptr<GELib> ge_instance_ptr = ge::GELib::GetInstance(); std::shared_ptr<GELib> ge_instance_ptr = ge::GELib::GetInstance();
if (ge_instance_ptr == nullptr) { if (ge_instance_ptr == nullptr) {
GELOGW("[Initialize] set train_graph_flag_ to 0 when GE is not initialized or finalized.");
GELOGW("[Initialize] set train_graph_flag to 0 when GE is not initialized or finalized");
option = false; option = false;
} else if (!ge_instance_ptr->isTrainMode()) { } else if (!ge_instance_ptr->isTrainMode()) {
option = false; option = false;
@@ -1525,7 +1541,8 @@ Status GraphManager::ParseTrainGraphFlag(bool &options, bool &option) {


bool GraphManager::IsPerfLevelInvalid(int32_t perf_level) { bool GraphManager::IsPerfLevelInvalid(int32_t perf_level) {
return ((perf_level != static_cast<int32_t>(GEN_TASK_WITHOUT_L2FUSION)) && return ((perf_level != static_cast<int32_t>(GEN_TASK_WITHOUT_L2FUSION)) &&
(perf_level != static_cast<int32_t>(GEN_TASK_WITHOUT_FUSION)) && (perf_level != -1));
(perf_level != static_cast<int32_t>(GEN_TASK_WITHOUT_FUSION)) &&
(perf_level != -1));
} }


void GraphManager::ParseOption(const std::map<std::string, std::string> &options, const std::string &key, void GraphManager::ParseOption(const std::map<std::string, std::string> &options, const std::string &key,
@@ -2254,9 +2271,8 @@ Status GraphManager::OptimizeStage2(ge::ComputeGraphPtr &compute_graph) {
GE_CHK_STATUS_RET(after_merge_passes.AddPass("OptimizeStage2::AfterMergePasses::LinkGenMaskNodesPass", GE_CHK_STATUS_RET(after_merge_passes.AddPass("OptimizeStage2::AfterMergePasses::LinkGenMaskNodesPass",
new (std::nothrow) new (std::nothrow)
LinkGenMaskNodesPass(options_.stream_max_parallel_num))); LinkGenMaskNodesPass(options_.stream_max_parallel_num)));
GE_CHK_STATUS_RET(
after_merge_passes.AddPass("OptimizeStage2::HcclContinuousMemcpyPass",
new (std::nothrow) HcclContinuousMemcpyPass));
GE_CHK_STATUS_RET(after_merge_passes.AddPass("OptimizeStage2::HcclContinuousMemcpyPass",
new (std::nothrow) HcclContinuousMemcpyPass));


GE_TIMESTAMP_START(after_merge_passes); GE_TIMESTAMP_START(after_merge_passes);
auto ret = after_merge_passes.Run(compute_graph); auto ret = after_merge_passes.Run(compute_graph);
@@ -2509,8 +2525,10 @@ Status GraphManager::ProcessSubGraphWithMultiThreads(GraphManager *graph_manager
const SubGraphInfoPtr &sub_graph_info_ptr, const SubGraphInfoPtr &sub_graph_info_ptr,
const std::string &root_graph_name, const std::string &root_graph_name,
uint64_t session_id, uint64_t session_id,
const struct ErrorMessage::Context &error_context,
const GEThreadLocalContext &ge_context) { const GEThreadLocalContext &ge_context) {
if (sub_graph_info_ptr != nullptr && graph_manager != nullptr) { if (sub_graph_info_ptr != nullptr && graph_manager != nullptr) {
ErrorManager::GetInstance().SetErrorContext(error_context);
GetContext().SetSessionId(session_id); GetContext().SetSessionId(session_id);
GetThreadLocalContext() = ge_context; GetThreadLocalContext() = ge_context;
graph_manager->UpdateLocalOmgContext(root_graph_id); graph_manager->UpdateLocalOmgContext(root_graph_id);
@@ -2555,9 +2573,12 @@ Status GraphManager::ProcessSubGraphWithMultiThreads(GraphManager *graph_manager
// run graph async on session // run graph async on session
Status GraphManager::RunGraphAsync(const GraphId &graph_id, const std::vector<ge::InputTensorInfo> &inputs, Status GraphManager::RunGraphAsync(const GraphId &graph_id, const std::vector<ge::InputTensorInfo> &inputs,
uint64_t session_id, RunAsyncCallback callback) { uint64_t session_id, RunAsyncCallback callback) {
ErrorManager::GetInstance().SetStage(ErrorMessage::kModelExecute, ErrorMessage::kModelExecute);
GELOGI("[GraphManager] Start to run graph async, graph_id=%u, inputsSize=%zu.", graph_id, inputs.size()); GELOGI("[GraphManager] Start to run graph async, graph_id=%u, inputsSize=%zu.", graph_id, inputs.size());


bool ret = prerun_args_q_.Push(PreRunArgs({graph_id, inputs, session_id, GetThreadLocalContext(), callback}));
bool ret = prerun_args_q_.Push(PreRunArgs({graph_id, inputs, session_id,
ErrorManager::GetInstance().GetErrorContext(),
GetThreadLocalContext(), callback}));
if (!ret) { if (!ret) {
GELOGE(FAILED, "[GraphManager] Run graph async failed, graph_id=%u.", graph_id); GELOGE(FAILED, "[GraphManager] Run graph async failed, graph_id=%u.", graph_id);
return FAILED; return FAILED;
@@ -2644,6 +2665,8 @@ void GraphManager::PreRunThread(GraphManager *graph_manager) {


GELOGI("A new loop start."); GELOGI("A new loop start.");


ErrorManager::GetInstance().SetErrorContext(args.error_context);
ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kOther);
GetContext().SetSessionId(args.session_id); GetContext().SetSessionId(args.session_id);
GetThreadLocalContext() = args.context; GetThreadLocalContext() = args.context;
graph_manager->UpdateLocalOmgContext(args.graph_id); graph_manager->UpdateLocalOmgContext(args.graph_id);
@@ -2725,8 +2748,8 @@ void GraphManager::PreRunThread(GraphManager *graph_manager) {
ge_root_model = graph_node->GetGeRootModel(); ge_root_model = graph_node->GetGeRootModel();
} }


graph_manager->run_args_q_.Push(RunArgs( { graph_node, args.graph_id, args.session_id, args.input_tensor,
ge_root_model, GetThreadLocalContext(), args.callback }));
graph_manager->run_args_q_.Push(RunArgs( { graph_node, args.graph_id, args.session_id, args.error_context,
args.input_tensor, ge_root_model, GetThreadLocalContext(), args.callback }));
GELOGI("Loop end."); GELOGI("Loop end.");
} }
} }
@@ -2812,6 +2835,7 @@ Status GraphManager::ParseInputsDims(const std::vector<InputTensorInfo> &input_t
} }


void GraphManager::RunThread(GraphManager *graph_manager) { void GraphManager::RunThread(GraphManager *graph_manager) {
ErrorManager::GetInstance().SetStage(ErrorMessage::kModelExecute, ErrorMessage::kModelExecute);
if (prctl(PR_SET_NAME, ("GE_Run")) != 0) { if (prctl(PR_SET_NAME, ("GE_Run")) != 0) {
GELOGW("Set thread name failed."); GELOGW("Set thread name failed.");
} }
@@ -2825,6 +2849,7 @@ void GraphManager::RunThread(GraphManager *graph_manager) {


GELOGI("A new loop start."); GELOGI("A new loop start.");


ErrorManager::GetInstance().SetErrorContext(args.error_context);
GetContext().SetSessionId(args.session_id); GetContext().SetSessionId(args.session_id);
GetThreadLocalContext() = args.context; GetThreadLocalContext() = args.context;
graph_manager->UpdateLocalOmgContext(args.graph_id); graph_manager->UpdateLocalOmgContext(args.graph_id);
@@ -2842,6 +2867,7 @@ void GraphManager::RunThread(GraphManager *graph_manager) {
} }


if (!args.graph_node->GetLoadFlag()) { if (!args.graph_node->GetLoadFlag()) {
ErrorManager::GetInstance().SetStage(ErrorMessage::kModelLoad, ErrorMessage::kModelLoad);
ret = graph_manager->LoadGraphAsync(args.ge_root_model, args.graph_node); ret = graph_manager->LoadGraphAsync(args.ge_root_model, args.graph_node);
if (ret != SUCCESS || args.ge_root_model == nullptr) { if (ret != SUCCESS || args.ge_root_model == nullptr) {
StopQueue(graph_manager); StopQueue(graph_manager);
@@ -2854,6 +2880,7 @@ void GraphManager::RunThread(GraphManager *graph_manager) {
args.ge_root_model->GetModelId()); args.ge_root_model->GetModelId());
} }


ErrorManager::GetInstance().SetStage(ErrorMessage::kModelExecute, ErrorMessage::kModelExecute);
if (graph_manager->GetTrainFlag()) { if (graph_manager->GetTrainFlag()) {
ret = graph_manager->graph_executor_.SetGraphContext(graph_manager->GetGraphContext()); ret = graph_manager->graph_executor_.SetGraphContext(graph_manager->GetGraphContext());
if (ret != SUCCESS) { if (ret != SUCCESS) {
@@ -3063,6 +3090,15 @@ Status GraphManager::OptimizeSubgraph(const GraphNodePtr &graph_node, ComputeGra
sub_graph->SetSessionID(session_id); sub_graph->SetSessionID(session_id);
sub_graph->SetGraphID(graph_node->GetGraphId()); sub_graph->SetGraphID(graph_node->GetGraphId());
} }
bool off_superkernel = false;
if (AttrUtils::GetBool(compute_graph, ATTR_NAME_OFF_SUPERKERNEL_ATTR, off_superkernel)) {
GELOGI("Compute graph %s get superkernel flag %d.", compute_graph->GetName().c_str(), off_superkernel);
if (!AttrUtils::SetBool(merged_compute_graph, ATTR_NAME_OFF_SUPERKERNEL_ATTR, off_superkernel)) {
GELOGE(FAILED, "Compute graph %s set superkernel flag %d failed", merged_compute_graph->GetName().c_str(),
off_superkernel);
return FAILED;
}
}
GE_TIMESTAMP_EVENT_END(MergeSubgraph, "OptimizeSubgraph::MergeSubGraph"); GE_TIMESTAMP_EVENT_END(MergeSubgraph, "OptimizeSubgraph::MergeSubGraph");
GE_DUMP(merged_compute_graph, "mergedComputeGraph"); GE_DUMP(merged_compute_graph, "mergedComputeGraph");
compute_graph = merged_compute_graph; compute_graph = merged_compute_graph;
@@ -3101,6 +3137,7 @@ Status GraphManager::ConvertGraphToFile(ComputeGraphPtr &compute_graph, GraphPar


Status GraphManager::Build(const GraphNodePtr &graph_node, ComputeGraphPtr &compute_graph, Status GraphManager::Build(const GraphNodePtr &graph_node, ComputeGraphPtr &compute_graph,
GeRootModelPtr &ge_root_model, uint64_t session_id) { GeRootModelPtr &ge_root_model, uint64_t session_id) {
ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kOther);
// build // build
if (compute_graph != nullptr) { if (compute_graph != nullptr) {
std::string graph_name = compute_graph->GetName(); std::string graph_name = compute_graph->GetName();
@@ -3116,7 +3153,7 @@ Status GraphManager::Build(const GraphNodePtr &graph_node, ComputeGraphPtr &comp
} }


bool is_always_dump = false; bool is_always_dump = false;
if (!PropertiesManager::Instance().GetDumpProperties(session_id).GetDumpPath().empty()) {
if (!DumpManager::GetInstance().GetDumpProperties(session_id).GetDumpPath().empty()) {
is_always_dump = true; is_always_dump = true;
} }


@@ -3168,7 +3205,7 @@ Status GraphManager::SaveVariables(const Graph &graph, const std::vector<std::st
return FAILED; return FAILED;
} else { } else {
auto var_tensor = var_results[var_name].GetTensorDesc(); auto var_tensor = var_results[var_name].GetTensorDesc();
var_tensor.SetName(var_name);
var_tensor.SetName(var_name.c_str());
var_results[var_name].SetTensorDesc(var_tensor); var_results[var_name].SetTensorDesc(var_tensor);
var_values.emplace_back(var_results[var_name]); var_values.emplace_back(var_results[var_name]);
} }
@@ -3177,7 +3214,7 @@ Status GraphManager::SaveVariables(const Graph &graph, const std::vector<std::st
for (auto iter = var_results.begin(); iter != var_results.end(); ++iter) { for (auto iter = var_results.begin(); iter != var_results.end(); ++iter) {
string var_name = iter->first; string var_name = iter->first;
auto var_tensor = iter->second.GetTensorDesc(); auto var_tensor = iter->second.GetTensorDesc();
var_tensor.SetName(var_name);
var_tensor.SetName(var_name.c_str());
iter->second.SetTensorDesc(var_tensor); iter->second.SetTensorDesc(var_tensor);
var_values.emplace_back(iter->second); var_values.emplace_back(iter->second);
} }


+ 3
- 0
ge/graph/manager/graph_manager.h View File

@@ -196,6 +196,7 @@ class GraphManager {
GraphId graph_id; GraphId graph_id;
std::vector<ge::InputTensorInfo> input_tensor; std::vector<ge::InputTensorInfo> input_tensor;
uint64_t session_id; uint64_t session_id;
struct ErrorMessage::Context error_context;
GEThreadLocalContext context; GEThreadLocalContext context;
RunAsyncCallback callback; RunAsyncCallback callback;
}; };
@@ -204,6 +205,7 @@ class GraphManager {
GraphNodePtr graph_node; GraphNodePtr graph_node;
GraphId graph_id; GraphId graph_id;
uint64_t session_id; uint64_t session_id;
struct ErrorMessage::Context error_context;
std::vector<ge::InputTensorInfo> input_tensor; std::vector<ge::InputTensorInfo> input_tensor;
GeRootModelPtr ge_root_model; GeRootModelPtr ge_root_model;
GEThreadLocalContext context; GEThreadLocalContext context;
@@ -221,6 +223,7 @@ class GraphManager {
const SubGraphInfoPtr &sub_graph_info_ptr, const SubGraphInfoPtr &sub_graph_info_ptr,
const std::string &root_graph_name, const std::string &root_graph_name,
uint64_t session_id, uint64_t session_id,
const struct ErrorMessage::Context &error_context,
const GEThreadLocalContext &ge_context); const GEThreadLocalContext &ge_context);
Status ParseInputsDims(const std::vector<InputTensorInfo> &input_tensor); Status ParseInputsDims(const std::vector<InputTensorInfo> &input_tensor);
void ParseInputsDimsForData(const std::vector<InputTensorInfo> &input_tensor); void ParseInputsDimsForData(const std::vector<InputTensorInfo> &input_tensor);


+ 1
- 1
ge/graph/manager/graph_mem_allocator.h View File

@@ -26,6 +26,7 @@


#include "framework/common/debug/ge_log.h" #include "framework/common/debug/ge_log.h"
#include "framework/common/ge_inner_error_codes.h" #include "framework/common/ge_inner_error_codes.h"
#include "graph/manager/host_mem_allocator.h"
#include "graph/node.h" #include "graph/node.h"
#include "runtime/mem.h" #include "runtime/mem.h"


@@ -139,7 +140,6 @@ class MemoryAllocator {
using MemoryAllocatorPtr = std::shared_ptr<MemoryAllocator>; using MemoryAllocatorPtr = std::shared_ptr<MemoryAllocator>;
class CachingAllocator; class CachingAllocator;
class RdmaPoolAllocator; class RdmaPoolAllocator;
class HostMemAllocator;
class MemManager { class MemManager {
public: public:
MemManager(); MemManager();


+ 1
- 1
ge/graph/optimize/common/params.h View File

@@ -55,7 +55,7 @@ class Params : public Singleton<Params> {
Params() : target_("MINI") {} Params() : target_("MINI") {}


string target_; string target_;
uint8_t target_8bit_ = 0;
uint8_t target_8bit_ = TARGET_TYPE_MINI_8BIT;
}; };
} // namespace ge } // namespace ge




+ 2
- 0
ge/graph/partition/dynamic_shape_partition.cc View File

@@ -601,6 +601,8 @@ std::string Cluster::DebugString() const {
case KNOWN_SHAPE: case KNOWN_SHAPE:
ss << "KNOW"; ss << "KNOW";
break; break;
default:
break;
} }
ss << "[" << id_ << "](size:" << nodes_.size() << ")"; ss << "[" << id_ << "](size:" << nodes_.size() << ")";
ss << "(" << min_ << "," << max_ << ")("; ss << "(" << min_ << "," << max_ << ")(";


+ 3
- 3
ge/graph/passes/assign_remove_pass.cc View File

@@ -24,9 +24,9 @@ namespace {
constexpr uint32_t kValidInputNodeOutputNum = 1; constexpr uint32_t kValidInputNodeOutputNum = 1;
constexpr int32_t kAssignRefInputIndex = 0; constexpr int32_t kAssignRefInputIndex = 0;
constexpr int32_t kAssignValueInputIndex = 1; constexpr int32_t kAssignValueInputIndex = 1;
static const std::set<std::string> kNoTaskNodeTypes = { ge::DATA, ge::ANN_DATA, ge::AIPPDATA,
ge::CONSTANT, ge::CONSTANTOP,
ge::VARIABLE, ge::VARIABLEV2 };
const std::set<std::string> kNoTaskNodeTypes = { ge::DATA, ge::ANN_DATA, ge::AIPPDATA,
ge::CONSTANT, ge::CONSTANTOP,
ge::VARIABLE, ge::VARIABLEV2 };
} }


Status AssignRemovePass::Run(NodePtr &node) { Status AssignRemovePass::Run(NodePtr &node) {


+ 4
- 3
ge/graph/passes/cast_translate_pass.cc View File

@@ -167,7 +167,7 @@ bool CastTranslatePass::IsOpSupportedOptimize(NodePtr &cast_node, NodePtr &trans
trans_op_outdesc->SetDataType(cast_out_datatype); trans_op_outdesc->SetDataType(cast_out_datatype);
} }


if (!TranslateCheckAccuracySupported(trans_op_desc)) {
if (!TranslateCheckAccuracySupported(trans_node)) {
if (is_src_cast) { if (is_src_cast) {
trans_op_desc->MutableInputDesc(0)->SetDataType(trans_in_datatype); trans_op_desc->MutableInputDesc(0)->SetDataType(trans_in_datatype);
} else { } else {
@@ -271,7 +271,8 @@ Status CastTranslatePass::FuseDstNTranslates(NodePtr &node) {
return SUCCESS; return SUCCESS;
} }


bool CastTranslatePass::TranslateCheckAccuracySupported(const OpDescPtr &op_desc) {
bool CastTranslatePass::TranslateCheckAccuracySupported(NodePtr &node) {
const OpDescPtr &op_desc = node->GetOpDesc();
std::shared_ptr<GELib> instance_ptr = ge::GELib::GetInstance(); std::shared_ptr<GELib> instance_ptr = ge::GELib::GetInstance();
if ((instance_ptr == nullptr) || (!instance_ptr->InitFlag())) { if ((instance_ptr == nullptr) || (!instance_ptr->InitFlag())) {
GELOGW("GE is not initialized or is finalized."); GELOGW("GE is not initialized or is finalized.");
@@ -293,7 +294,7 @@ bool CastTranslatePass::TranslateCheckAccuracySupported(const OpDescPtr &op_desc
auto kernel_info_store = kernel_map.find(kernel_name); auto kernel_info_store = kernel_map.find(kernel_name);
if (kernel_info_store != kernel_map.end()) { if (kernel_info_store != kernel_map.end()) {
if (kernel_info_store->second != nullptr && if (kernel_info_store->second != nullptr &&
kernel_info_store->second->CheckAccuracySupported(op_desc, unsupported_reason)) {
kernel_info_store->second->CheckAccuracySupported(node, unsupported_reason)) {
return true; return true;
} }
} }


+ 1
- 1
ge/graph/passes/cast_translate_pass.h View File

@@ -35,7 +35,7 @@ class CastTranslatePass : public BaseNodePass {
bool IsOpSupportedOptimize(NodePtr &cast_node, NodePtr &trans_node, bool &is_src_cast); bool IsOpSupportedOptimize(NodePtr &cast_node, NodePtr &trans_node, bool &is_src_cast);
bool CheckOpSupportOptimize(NodePtr &node, bool &is_src_cast); bool CheckOpSupportOptimize(NodePtr &node, bool &is_src_cast);
Status FuseDstNTranslates(NodePtr &node); Status FuseDstNTranslates(NodePtr &node);
bool TranslateCheckAccuracySupported(const OpDescPtr &op_desc);
bool TranslateCheckAccuracySupported(NodePtr &node);
}; };
} // namespace ge } // namespace ge
#endif // GE_GRAPH_PASSES_CAST_TRANSLATE_PASS_H_ #endif // GE_GRAPH_PASSES_CAST_TRANSLATE_PASS_H_

+ 4
- 9
ge/graph/passes/compile_nodes_pass.cc View File

@@ -110,7 +110,7 @@ graphStatus CompileNodesPass::GetSupportedKernel(const NodePtr &node, const std:
return ge::GE_GRAPH_PARAM_NULLPTR; return ge::GE_GRAPH_PARAM_NULLPTR;
} }
// begin accuracy supported check // begin accuracy supported check
if (!CheckAccuracySupport(kernel_info, instance, op_desc)) {
if (!CheckAccuracySupport(kernel_info, instance, node)) {
// if check accuracy support failed , try to go to other engine. // if check accuracy support failed , try to go to other engine.
GELOGD("Check Accuracy Supported return not support, node name is %s. Try to go to other engine.", GELOGD("Check Accuracy Supported return not support, node name is %s. Try to go to other engine.",
op_desc->GetName().c_str()); op_desc->GetName().c_str());
@@ -123,7 +123,7 @@ graphStatus CompileNodesPass::GetSupportedKernel(const NodePtr &node, const std:
continue; continue;
} }
OpsKernelInfoStorePtr tmp_kernel_info = it->second; OpsKernelInfoStorePtr tmp_kernel_info = it->second;
if (CheckAccuracySupport(tmp_kernel_info, instance, op_desc)) {
if (CheckAccuracySupport(tmp_kernel_info, instance, node)) {
kernel_lib_name = tmp_kernel_name; kernel_lib_name = tmp_kernel_name;
GELOGD("Find kernel lib %s support node:%s, type:%s , get kernel lib success.", tmp_kernel_name.c_str(), GELOGD("Find kernel lib %s support node:%s, type:%s , get kernel lib success.", tmp_kernel_name.c_str(),
node->GetName().c_str(), op_desc->GetType().c_str()); node->GetName().c_str(), op_desc->GetType().c_str());
@@ -138,14 +138,9 @@ graphStatus CompileNodesPass::GetSupportedKernel(const NodePtr &node, const std:
} }


bool CompileNodesPass::CheckAccuracySupport(const OpsKernelInfoStorePtr &kernel_info, bool CompileNodesPass::CheckAccuracySupport(const OpsKernelInfoStorePtr &kernel_info,
const std::shared_ptr<GELib> instance, OpDescPtr &op_desc) {
auto ge_desc = MakeShared<ge::OpDescPtr>(op_desc);
if (ge_desc == nullptr) {
GELOGE(GE_GRAPH_MEMORY_ALLOC_FAILED, "Fail to malloc op desc.");
return false;
}
const std::shared_ptr<GELib> instance, const NodePtr &node) {
string reason; string reason;
if (!(kernel_info->CheckAccuracySupported(*ge_desc, reason, true))) {
if (!(kernel_info->CheckAccuracySupported(node, reason, true))) {
return false; return false;
} }
return true; return true;


+ 1
- 1
ge/graph/passes/compile_nodes_pass.h View File

@@ -39,7 +39,7 @@ class CompileNodesPass : public GraphPass {
private: private:
graphStatus GetSupportedKernel(const NodePtr &node, const std::shared_ptr<GELib> instance, string &kernel_lib_name); graphStatus GetSupportedKernel(const NodePtr &node, const std::shared_ptr<GELib> instance, string &kernel_lib_name);
bool CheckAccuracySupport(const OpsKernelInfoStorePtr &kernel_info, const std::shared_ptr<GELib> instance, bool CheckAccuracySupport(const OpsKernelInfoStorePtr &kernel_info, const std::shared_ptr<GELib> instance,
OpDescPtr &op_desc);
const NodePtr &node);
graphStatus CompileNodes(const std::shared_ptr<GELib> instance, graphStatus CompileNodes(const std::shared_ptr<GELib> instance,
std::unordered_map<string, vector<NodePtr>> &kernel_to_compile_nodes); std::unordered_map<string, vector<NodePtr>> &kernel_to_compile_nodes);
}; };


+ 2
- 1
ge/graph/passes/cond_remove_pass.cc View File

@@ -25,8 +25,9 @@ const uint32_t kElseBranchIndex = 1;
const uint32_t kTrueIndex = 1; const uint32_t kTrueIndex = 1;
const uint32_t kFalseIndex = 0; const uint32_t kFalseIndex = 0;
/// Extra 8 bytes store pointer of string /// Extra 8 bytes store pointer of string
/// Extra 8 bytes store length of string
/// Extra 1 byte store '\0' /// Extra 1 byte store '\0'
const int32_t kStrHeadLen = 9;
const int32_t kStrHeadLen = sizeof(ge::StringHead) + 1;
const int32_t kInvalidRetVal = -1; const int32_t kInvalidRetVal = -1;
} }




+ 2
- 4
ge/graph/passes/constant_folding_pass.cc View File

@@ -50,13 +50,11 @@ Status RunOpKernelWithCheck(NodePtr &node,
return FoldingPass::RunOpKernel(node, inputs, outputs); return FoldingPass::RunOpKernel(node, inputs, outputs);
} }


const std::map<std::string, std::pair<std::uint64_t, uint64_t>>
&ConstantFoldingPass::GetGeConstantFoldingPerfStatistic() const {
const map<string, pair<uint64_t, uint64_t>> &ConstantFoldingPass::GetGeConstantFoldingPerfStatistic() const {
return statistic_of_ge_constant_folding_; return statistic_of_ge_constant_folding_;
} }


const std::map<std::string, std::pair<std::uint64_t, uint64_t>>
&ConstantFoldingPass::GetOpConstantFoldingPerfStatistic() const {
const map<string, pair<uint64_t, uint64_t>> &ConstantFoldingPass::GetOpConstantFoldingPerfStatistic() const {
return statistic_of_op_constant_folding_; return statistic_of_op_constant_folding_;
} }




+ 2
- 2
ge/graph/passes/dimension_adjust_pass.cc View File

@@ -29,13 +29,13 @@ const int kRemoveInputIndex = 1;


Status DimensionAdjustPass::Run(ge::NodePtr &node) { Status DimensionAdjustPass::Run(ge::NodePtr &node) {
if (node == nullptr) { if (node == nullptr) {
GELOGE(PARAM_INVALID, "node is nullptr");
GELOGE(PARAM_INVALID, "node is nullptr.");
return PARAM_INVALID; return PARAM_INVALID;
} }


OpDescPtr op_desc_ptr = node->GetOpDesc(); OpDescPtr op_desc_ptr = node->GetOpDesc();
if (op_desc_ptr == nullptr) { if (op_desc_ptr == nullptr) {
GELOGE(PARAM_INVALID, "GetOpDesc return nullptr");
GELOGE(PARAM_INVALID, "GetOpDesc return nullptr.");
return PARAM_INVALID; return PARAM_INVALID;
} }




+ 29
- 16
ge/graph/passes/flow_ctrl_pass.cc View File

@@ -33,11 +33,11 @@ Status FlowCtrlPass::Run(ComputeGraphPtr compute_graph) {
GE_CHECK_NOTNULL(compute_graph); GE_CHECK_NOTNULL(compute_graph);


if (!PassUtils::IsNeedTrainIteFlowCtrl(compute_graph)) { if (!PassUtils::IsNeedTrainIteFlowCtrl(compute_graph)) {
GELOGI("No need FlowCtrl for graph %u", compute_graph->GetGraphID());
GELOGI("No need FlowCtrl for graph %u.", compute_graph->GetGraphID());
return NOT_CHANGED; return NOT_CHANGED;
} }


GELOGI("FlowCtrl pass begin");
GELOGI("FlowCtrl pass begin.graph is [%s].", compute_graph->GetName().c_str());
bool graph_change = false; bool graph_change = false;
// 1. Add FP/BP flow ctrl (big cycle) // 1. Add FP/BP flow ctrl (big cycle)
for (auto &node : compute_graph->GetDirectNode()) { for (auto &node : compute_graph->GetDirectNode()) {
@@ -80,6 +80,16 @@ Status FlowCtrlPass::Run(ComputeGraphPtr compute_graph) {
graph_change = true; graph_change = true;
} }
} }

// add edge operation below depends on memcpy node in itertor loop set single stream,or may cause block
for (auto &active_node : active_nodes_in_iter_loop_) {
auto ret = GraphUtils::AddEdge(active_node->GetOutControlAnchor(),
assign_add_node_in_fpbp_loop_->GetInControlAnchor());
if (ret != GRAPH_SUCCESS) {
GELOGW("add control edge between iter_loop_node:%s and fpbp_loop_node:%s fail, may cause block",
active_node->GetName().c_str(), assign_add_node_in_fpbp_loop_->GetName().c_str());
}
}
GELOGI("FlowCtrl pass end, graph is %s.", graph_change ? "changed" : "not changed"); GELOGI("FlowCtrl pass end, graph is %s.", graph_change ? "changed" : "not changed");
return graph_change ? SUCCESS : NOT_CHANGED; return graph_change ? SUCCESS : NOT_CHANGED;
} }
@@ -279,16 +289,16 @@ Status FlowCtrlPass::CreateIterCtrlTrueBranch(ComputeGraphPtr &compute_graph, co
* loopIncrement * loopIncrement
*/ */
// Insert AssignAdd node // Insert AssignAdd node
NodePtr assign_add_node =
assign_add_node_in_fpbp_loop_ =
InsertAssignOp(compute_graph, ASSIGNADD, NODE_NAME_FLOWCTRL_LOOP_ASSIGNADD, loop_cond_node, loop_inc_node); InsertAssignOp(compute_graph, ASSIGNADD, NODE_NAME_FLOWCTRL_LOOP_ASSIGNADD, loop_cond_node, loop_inc_node);
if (assign_add_node == nullptr || switch_node == nullptr) {
if (assign_add_node_in_fpbp_loop_ == nullptr || switch_node == nullptr) {
GELOGE(PARAM_INVALID, "assign add node or switch node is null"); GELOGE(PARAM_INVALID, "assign add node or switch node is null");
return FAILED; return FAILED;
} }


string active_name = switch_node->GetName() + "_StreamActive"; string active_name = switch_node->GetName() + "_StreamActive";
// add attr for stream assign model to break branch. // add attr for stream assign model to break branch.
GE_CHK_STATUS_RET(SetStreamLabel(assign_add_node, active_name), "set stream label failed");
GE_CHK_STATUS_RET(SetStreamLabel(assign_add_node_in_fpbp_loop_, active_name), "set stream label failed");


// used for stream assign to find true branch // used for stream assign to find true branch
GE_CHK_STATUS_RET(SetActiveLabelList(switch_node, { active_name }), "set active label list failed"); GE_CHK_STATUS_RET(SetActiveLabelList(switch_node, { active_name }), "set active label list failed");
@@ -304,13 +314,15 @@ Status FlowCtrlPass::CreateIterCtrlTrueBranch(ComputeGraphPtr &compute_graph, co
DOMI_LOGE("set ATTR_NAME_IS_LOOP_ACTIVE failed"); return FAILED); DOMI_LOGE("set ATTR_NAME_IS_LOOP_ACTIVE failed"); return FAILED);


// add ctrl edges // add ctrl edges
graphStatus add_ret = GraphUtils::AddEdge(switch_node->GetOutControlAnchor(), assign_add_node->GetInControlAnchor());
graphStatus add_ret = GraphUtils::AddEdge(switch_node->GetOutControlAnchor(),
assign_add_node_in_fpbp_loop_->GetInControlAnchor());
if (add_ret != GRAPH_SUCCESS) { if (add_ret != GRAPH_SUCCESS) {
GELOGE(FAILED, "Add switch_node to assign_add_node ctrl edge failed, add_ret=%u.", add_ret); GELOGE(FAILED, "Add switch_node to assign_add_node ctrl edge failed, add_ret=%u.", add_ret);
return FAILED; return FAILED;
} }


add_ret = GraphUtils::AddEdge(assign_add_node->GetOutControlAnchor(), active_node->GetInControlAnchor());
add_ret = GraphUtils::AddEdge(assign_add_node_in_fpbp_loop_->GetOutControlAnchor(),
active_node->GetInControlAnchor());
if (add_ret != GRAPH_SUCCESS) { if (add_ret != GRAPH_SUCCESS) {
GELOGE(FAILED, "Add assign_add_node to active_node ctrl edge failed, add_ret=%u.", add_ret); GELOGE(FAILED, "Add assign_add_node to active_node ctrl edge failed, add_ret=%u.", add_ret);
return FAILED; return FAILED;
@@ -335,11 +347,11 @@ Status FlowCtrlPass::CreateIterCtrlFalseBranch(ComputeGraphPtr &compute_graph, c
NodePtr assign_node = NodePtr assign_node =
InsertAssignOp(compute_graph, ASSIGN, NODE_NAME_FLOWCTRL_LOOP_ASSIGN, loop_cond_node, loop_reset_node); InsertAssignOp(compute_graph, ASSIGN, NODE_NAME_FLOWCTRL_LOOP_ASSIGN, loop_cond_node, loop_reset_node);
if (assign_node == nullptr || switch_node == nullptr) { if (assign_node == nullptr || switch_node == nullptr) {
GELOGE(PARAM_INVALID, "assign_node or switch node is null");
GELOGE(PARAM_INVALID, "assign_node or switch node is null.");
return FAILED; return FAILED;
} }


GE_CHK_STATUS_RET(SetStreamLabel(assign_node, switch_node->GetName()), "set stream label failed");
GE_CHK_STATUS_RET(SetStreamLabel(assign_node, switch_node->GetName()), "set stream label failed.");


graphStatus add_ret = GraphUtils::AddEdge(switch_node->GetOutControlAnchor(), assign_node->GetInControlAnchor()); graphStatus add_ret = GraphUtils::AddEdge(switch_node->GetOutControlAnchor(), assign_node->GetInControlAnchor());
if (add_ret != GRAPH_SUCCESS) { if (add_ret != GRAPH_SUCCESS) {
@@ -358,7 +370,7 @@ Status FlowCtrlPass::CreateIterCtrlFalseBranch(ComputeGraphPtr &compute_graph, c
} }
GE_CHK_STATUS_RET(SetStreamLabel(active_node, switch_node->GetName()), "set stream label failed"); GE_CHK_STATUS_RET(SetStreamLabel(active_node, switch_node->GetName()), "set stream label failed");
GE_CHK_STATUS_RET(SetSwitchBranchNodeLabel(active_node, switch_node->GetName()), GE_CHK_STATUS_RET(SetSwitchBranchNodeLabel(active_node, switch_node->GetName()),
"set switch branch node label failed");
"set switch branch node label failed.");


string model_exit_name = switch_node->GetName() + "_ModelExit"; string model_exit_name = switch_node->GetName() + "_ModelExit";
GE_CHK_STATUS_RET(SetActiveLabelList(active_node, { model_exit_name }), "set active label list failed"); GE_CHK_STATUS_RET(SetActiveLabelList(active_node, { model_exit_name }), "set active label list failed");
@@ -389,7 +401,7 @@ Status FlowCtrlPass::CreateIterCtrlFalseBranch(ComputeGraphPtr &compute_graph, c
} }


Status FlowCtrlPass::AddFpBpIteratorCtrl(ComputeGraphPtr &compute_graph, NodePtr &pre_node) { Status FlowCtrlPass::AddFpBpIteratorCtrl(ComputeGraphPtr &compute_graph, NodePtr &pre_node) {
GE_IF_BOOL_EXEC(pre_node == nullptr, DOMI_LOGE("pre_node is nullptr"); return FAILED);
GE_IF_BOOL_EXEC(pre_node == nullptr, DOMI_LOGE("pre_node is nullptr."); return FAILED);
string pre_node_name = pre_node->GetName(); string pre_node_name = pre_node->GetName();
GELOGI("Add FpBp Iterator ctrl, pre node:%s.", pre_node_name.c_str()); GELOGI("Add FpBp Iterator ctrl, pre node:%s.", pre_node_name.c_str());
// 1. Get or add variables // 1. Get or add variables
@@ -465,7 +477,7 @@ Status FlowCtrlPass::AddSpecialNodeIteratorCtrl(ComputeGraphPtr &compute_graph,
* itersPerLoop loopCond * itersPerLoop loopCond
*/ */
GE_IF_BOOL_EXEC(loop_after_node == nullptr || compute_graph == nullptr, GE_IF_BOOL_EXEC(loop_after_node == nullptr || compute_graph == nullptr,
DOMI_LOGE("loop after node or compute graph is null"); return FAILED);
DOMI_LOGE("loop after node or compute graph is null."); return FAILED);
InDataAnchorPtr in_anchor = loop_after_node->GetInDataAnchor(0); InDataAnchorPtr in_anchor = loop_after_node->GetInDataAnchor(0);
if (in_anchor == nullptr || in_anchor->GetPeerOutAnchor() == nullptr) { if (in_anchor == nullptr || in_anchor->GetPeerOutAnchor() == nullptr) {
GELOGE(FAILED, "Find %s in data anchor failed.", loop_after_node->GetName().c_str()); GELOGE(FAILED, "Find %s in data anchor failed.", loop_after_node->GetName().c_str());
@@ -486,7 +498,7 @@ Status FlowCtrlPass::AddSpecialNodeIteratorCtrl(ComputeGraphPtr &compute_graph,
} }


// 2. Add StreamSwitch and edges to switch_node. // 2. Add StreamSwitch and edges to switch_node.
GE_IF_BOOL_EXEC(loop_pre_node == nullptr, DOMI_LOGE("loop pre node is null"); return FAILED);
GE_IF_BOOL_EXEC(loop_pre_node == nullptr, DOMI_LOGE("loop pre node is null."); return FAILED);
string switch_name = loop_pre_node->GetName() + "_" + NODE_NAME_STREAM_SWITCH; string switch_name = loop_pre_node->GetName() + "_" + NODE_NAME_STREAM_SWITCH;
NodePtr switch_node = InsertStreamSwitchOp(compute_graph, switch_name, loop_cond_node, iter_per_loop_node); NodePtr switch_node = InsertStreamSwitchOp(compute_graph, switch_name, loop_cond_node, iter_per_loop_node);
if (switch_node == nullptr) { if (switch_node == nullptr) {
@@ -494,7 +506,7 @@ Status FlowCtrlPass::AddSpecialNodeIteratorCtrl(ComputeGraphPtr &compute_graph,
return FAILED; return FAILED;
} }


GE_CHK_STATUS_RET(SetStreamLabel(switch_node, switch_name), "set stream label failed");
GE_CHK_STATUS_RET(SetStreamLabel(switch_node, switch_name), "set stream label failed.");


graphStatus add_ret = GraphUtils::AddEdge(loop_pre_node->GetOutControlAnchor(), switch_node->GetInControlAnchor()); graphStatus add_ret = GraphUtils::AddEdge(loop_pre_node->GetOutControlAnchor(), switch_node->GetInControlAnchor());
if (add_ret != GRAPH_SUCCESS) { if (add_ret != GRAPH_SUCCESS) {
@@ -517,7 +529,7 @@ Status FlowCtrlPass::AddSpecialNodeIteratorCtrl(ComputeGraphPtr &compute_graph,
return FAILED; return FAILED;
} }


GE_CHK_STATUS_RET(SetStreamLabel(active_node, active_name), "set stream label failed");
GE_CHK_STATUS_RET(SetStreamLabel(active_node, active_name), "set stream label failed.");


GE_IF_BOOL_EXEC(!AttrUtils::SetBool(active_node->GetOpDesc(), ATTR_NAME_IS_LOOP_ACTIVE, true), GE_IF_BOOL_EXEC(!AttrUtils::SetBool(active_node->GetOpDesc(), ATTR_NAME_IS_LOOP_ACTIVE, true),
DOMI_LOGE("set ATTR_NAME_IS_LOOP_ACTIVE failed"); return FAILED); DOMI_LOGE("set ATTR_NAME_IS_LOOP_ACTIVE failed"); return FAILED);
@@ -530,9 +542,10 @@ Status FlowCtrlPass::AddSpecialNodeIteratorCtrl(ComputeGraphPtr &compute_graph,
} }


// used for stream assign to find true branch // used for stream assign to find true branch
GE_CHK_STATUS_RET(SetActiveLabelList(switch_node, { active_name }), "set active label list failed");
GE_CHK_STATUS_RET(SetActiveLabelList(switch_node, { active_name }), "set active label list failed.");
// used for stream assign to find active stream // used for stream assign to find active stream
GE_CHK_STATUS_RET(SetActiveLabelList(active_node, { loop_pre_node->GetName() }), "set active label list failed"); GE_CHK_STATUS_RET(SetActiveLabelList(active_node, { loop_pre_node->GetName() }), "set active label list failed");
active_nodes_in_iter_loop_.push_back(active_node);
return SUCCESS; return SUCCESS;
} }
} // namespace ge } // namespace ge

+ 3
- 0
ge/graph/passes/flow_ctrl_pass.h View File

@@ -142,6 +142,9 @@ class FlowCtrlPass : public GraphPass {
/// false: only one dataSet exist /// false: only one dataSet exist
/// ///
bool CheckMultiDataSet(ComputeGraphPtr &compute_graph); bool CheckMultiDataSet(ComputeGraphPtr &compute_graph);

NodePtr assign_add_node_in_fpbp_loop_ = nullptr;
std::vector<NodePtr> active_nodes_in_iter_loop_;
}; };
} // namespace ge } // namespace ge




+ 13
- 9
ge/graph/passes/hccl_continuous_memcpy_pass.cc View File

@@ -140,7 +140,8 @@ bool HcclContinuousMemcpyPass::IsDataNode(const std::string& node_type) {
/// @param [in] ge::OutDataAnchorPtr in_node /// @param [in] ge::OutDataAnchorPtr in_node
/// @return ge::NodePtr /// @return ge::NodePtr
/// ///
NodePtr HcclContinuousMemcpyPass::CreateIdentityNode(const ComputeGraphPtr &graph, const OutDataAnchorPtr &out_data_anchor) {
NodePtr HcclContinuousMemcpyPass::CreateIdentityNode(const ComputeGraphPtr &graph,
const OutDataAnchorPtr &out_data_anchor) {
GE_CHECK_NOTNULL_EXEC(graph, return nullptr); GE_CHECK_NOTNULL_EXEC(graph, return nullptr);
NodePtr pre_node = out_data_anchor->GetOwnerNode(); NodePtr pre_node = out_data_anchor->GetOwnerNode();
OpDescPtr pre_op_desc = pre_node->GetOpDesc(); OpDescPtr pre_op_desc = pre_node->GetOpDesc();
@@ -205,8 +206,9 @@ std::string HcclContinuousMemcpyPass::CheckDuplicateName(const std::string &node
/// @param [in] InDataAnchorPtr hccl_in_anchor /// @param [in] InDataAnchorPtr hccl_in_anchor
/// @return status /// @return status
/// ///
Status HcclContinuousMemcpyPass::ModifyEdgeConnection(const ComputeGraphPtr &graph, const OutDataAnchorPtr &src_out_anchor,
const InDataAnchorPtr &hccl_in_anchor) {
Status HcclContinuousMemcpyPass::ModifyEdgeConnection(const ComputeGraphPtr &graph,
const OutDataAnchorPtr &src_out_anchor,
const InDataAnchorPtr &hccl_in_anchor) {
GE_CHECK_NOTNULL(src_out_anchor->GetOwnerNode()); GE_CHECK_NOTNULL(src_out_anchor->GetOwnerNode());
GE_CHECK_NOTNULL(hccl_in_anchor->GetOwnerNode()); GE_CHECK_NOTNULL(hccl_in_anchor->GetOwnerNode());


@@ -235,8 +237,9 @@ Status HcclContinuousMemcpyPass::ModifyEdgeConnection(const ComputeGraphPtr &gra
/// @param [in] InDataAnchorPtr hccl_in_anchor /// @param [in] InDataAnchorPtr hccl_in_anchor
/// @return status /// @return status
/// ///
Status HcclContinuousMemcpyPass::InsertIdentityBeforeHccl(const ComputeGraphPtr &graph, const OutDataAnchorPtr &src_out_anchor,
const InDataAnchorPtr &hccl_in_anchor) {
Status HcclContinuousMemcpyPass::InsertIdentityBeforeHccl(const ComputeGraphPtr &graph,
const OutDataAnchorPtr &src_out_anchor,
const InDataAnchorPtr &hccl_in_anchor) {
GELOGI("Between op %s and op %s need insert memcpy async op.", src_out_anchor->GetOwnerNode()->GetName().c_str(), GELOGI("Between op %s and op %s need insert memcpy async op.", src_out_anchor->GetOwnerNode()->GetName().c_str(),
hccl_in_anchor->GetOwnerNode()->GetName().c_str()); hccl_in_anchor->GetOwnerNode()->GetName().c_str());
NodePtr memcpy_node = CreateIdentityNode(graph, src_out_anchor); NodePtr memcpy_node = CreateIdentityNode(graph, src_out_anchor);
@@ -274,8 +277,8 @@ Status HcclContinuousMemcpyPass::InsertIdentityBeforeHccl(const ComputeGraphPtr
/// @return status /// @return status
/// ///
Status HcclContinuousMemcpyPass::InsertAssignAfterBroadcastIfNeed(const ComputeGraphPtr &graph, Status HcclContinuousMemcpyPass::InsertAssignAfterBroadcastIfNeed(const ComputeGraphPtr &graph,
const OutDataAnchorPtr &var_out_anchor,
const InDataAnchorPtr &hccl_in_anchor) {
const OutDataAnchorPtr &var_out_anchor,
const InDataAnchorPtr &hccl_in_anchor) {
if (hccl_in_anchor->GetOwnerNode()->GetType() != HCOMBROADCAST) { if (hccl_in_anchor->GetOwnerNode()->GetType() != HCOMBROADCAST) {
GELOGD("%s not broadcast, no need to insert assign node", hccl_in_anchor->GetOwnerNode()->GetName().c_str()); GELOGD("%s not broadcast, no need to insert assign node", hccl_in_anchor->GetOwnerNode()->GetName().c_str());
return SUCCESS; return SUCCESS;
@@ -354,8 +357,9 @@ Status HcclContinuousMemcpyPass::InsertAssignAfterBroadcastIfNeed(const ComputeG
/// @param [in] ge::OutDataAnchorPtr variable node out anchor /// @param [in] ge::OutDataAnchorPtr variable node out anchor
/// @return ge::NodePtr /// @return ge::NodePtr
/// ///
NodePtr HcclContinuousMemcpyPass::CreateAssignNode(const ComputeGraphPtr &graph, const OutDataAnchorPtr &out_data_anchor) {
GE_CHECK_NOTNULL_EXEC(graph , return nullptr);
NodePtr HcclContinuousMemcpyPass::CreateAssignNode(const ComputeGraphPtr &graph,
const OutDataAnchorPtr &out_data_anchor) {
GE_CHECK_NOTNULL_EXEC(graph, return nullptr);
NodePtr pre_node = out_data_anchor->GetOwnerNode(); NodePtr pre_node = out_data_anchor->GetOwnerNode();
OpDescPtr pre_op_desc = pre_node->GetOpDesc(); OpDescPtr pre_op_desc = pre_node->GetOpDesc();
if (pre_op_desc == nullptr) { if (pre_op_desc == nullptr) {


+ 3
- 3
ge/graph/passes/inplace_support_check_pass.cc View File

@@ -23,9 +23,9 @@ namespace ge {
namespace { namespace {
constexpr uint32_t kInplaceSupportOutputIndex = 0; constexpr uint32_t kInplaceSupportOutputIndex = 0;
constexpr uint32_t kInplaceSupportOutputNum = 1; constexpr uint32_t kInplaceSupportOutputNum = 1;
static const std::set<std::string> kSrcNodeTypes = { ge::DATA, ge::ANN_DATA, ge::AIPPDATA,
ge::CONSTANT, ge::CONSTANTOP,
ge::VARIABLE, ge::VARIABLEV2 };
const std::set<std::string> kSrcNodeTypes = { ge::DATA, ge::ANN_DATA, ge::AIPPDATA,
ge::CONSTANT, ge::CONSTANTOP,
ge::VARIABLE, ge::VARIABLEV2 };
} }
Status InplaceSupportCheckPass::Run(NodePtr &node) { Status InplaceSupportCheckPass::Run(NodePtr &node) {
GELOGD("InplaceSupportCheckPass running"); GELOGD("InplaceSupportCheckPass running");


+ 1
- 1
ge/graph/passes/net_output_pass.cc View File

@@ -458,7 +458,7 @@ Status NetOutputPass::Run(ge::ComputeGraphPtr graph) {
GELOGE(GE_GRAPH_PARAM_NULLPTR, "Compute graph is null."); GELOGE(GE_GRAPH_PARAM_NULLPTR, "Compute graph is null.");
return GE_GRAPH_PARAM_NULLPTR; return GE_GRAPH_PARAM_NULLPTR;
} }
GELOGI("NetOutputPass Run.");
GELOGI("NetOutputPass Run.graph is [%s]", graph->GetName().c_str());
NodePtr output_node = graph->FindFirstNodeMatchType(NETOUTPUT); NodePtr output_node = graph->FindFirstNodeMatchType(NETOUTPUT);
// save user targets node // save user targets node
SaveAndRemoveTargets(graph); SaveAndRemoveTargets(graph);


+ 33
- 6
ge/graph/passes/no_use_reshape_remove_pass.cc View File

@@ -82,14 +82,41 @@ Status NoUseReshapeRemovePass::Run(ge::NodePtr &node) {
} }
} }
if (to_be_deleted) { if (to_be_deleted) {
GELOGI("NoUseReshapeRemovePass remove useless node:%s", node->GetName().c_str());
auto ret = PassUtils::UnlinkNodeWithControlCopy(node, kReshapeShapeIndex);
if (ret != SUCCESS) {
GELOGE(ret, "DimensionAdjustPass unlink node with control copy fail.");
return ret;
}
auto ret = TryRemoveConstShapeInput(node);
GE_CHK_STATUS_RET_NOLOG(ret);
GELOGI("NoUseReshapeRemovePass remove useless reshape node:%s", node->GetName().c_str());
return IsolateAndDeleteNode(node, {kReshapeDataIndex}); return IsolateAndDeleteNode(node, {kReshapeDataIndex});
} }
return SUCCESS; return SUCCESS;
} }

Status NoUseReshapeRemovePass::TryRemoveConstShapeInput(ge::NodePtr &reshape_node) {
auto shape_input_anchor = reshape_node->GetInDataAnchor(kReshapeShapeIndex);
if (shape_input_anchor == nullptr) {
return SUCCESS;
}
GE_CHECK_NOTNULL(shape_input_anchor->GetPeerOutAnchor());
auto shape_input = shape_input_anchor->GetPeerOutAnchor()->GetOwnerNode();
GE_CHECK_NOTNULL(shape_input);
if (shape_input->GetType() != CONSTANT && shape_input->GetType() != CONSTANTOP) {
return SUCCESS;
}
// op(x) const(shape)
// \ /
// reshape
// const input can unlink but should copy control_dependency
auto ret = PassUtils::UnlinkNodeWithControlCopy(reshape_node, kReshapeShapeIndex);
if (ret != SUCCESS) {
GELOGE(ret, "Unlink node %s with control copy failed.", shape_input->GetName().c_str());
return ret;
}

// remove const without any data_output
if (shape_input->GetOutDataNodesSize() == 0) {
auto ret = IsolateAndDeleteNode(shape_input, {});
GE_CHK_GRAPH_STATUS_RET(ret, "Fail to remove node %s", shape_input->GetName().c_str());
GELOGI("Remove useless shape input const %s.", shape_input->GetName().c_str());
}
return SUCCESS;
}
} // namespace ge } // namespace ge

+ 3
- 0
ge/graph/passes/no_use_reshape_remove_pass.h View File

@@ -32,6 +32,9 @@ class NoUseReshapeRemovePass : public BaseNodePass {
/// @author /// @author
/// ///
Status Run(ge::NodePtr &node) override; Status Run(ge::NodePtr &node) override;

private:
Status TryRemoveConstShapeInput(NodePtr &reshape_node);
}; };
} // namespace ge } // namespace ge




+ 1
- 3
ge/graph/passes/prune_pass.cc View File

@@ -27,12 +27,11 @@


namespace ge { namespace ge {
Status PrunePass::Run(ge::ComputeGraphPtr graph) { Status PrunePass::Run(ge::ComputeGraphPtr graph) {
GELOGD("PrunePass Start");
GELOGD("PrunePass Start, graph is [%s]", graph->GetName().c_str());
if (graph == nullptr) { if (graph == nullptr) {
GELOGE(GE_GRAPH_ISNULL, "input compute graph is NULL."); GELOGE(GE_GRAPH_ISNULL, "input compute graph is NULL.");
return GE_GRAPH_ISNULL; return GE_GRAPH_ISNULL;
} }

std::vector<NodePtr> out_nodes; std::vector<NodePtr> out_nodes;
std::unordered_set<NodePtr> nodes; std::unordered_set<NodePtr> nodes;
for (NodePtr &node_ptr : graph->GetDirectNode()) { for (NodePtr &node_ptr : graph->GetDirectNode()) {
@@ -42,7 +41,6 @@ Status PrunePass::Run(ge::ComputeGraphPtr graph) {
out_nodes.push_back(node_ptr); out_nodes.push_back(node_ptr);
} }
} }

if (out_nodes.empty()) { if (out_nodes.empty()) {
GELOGW("graph [%s] does not contain NETOUTPUT type node,no return value. Do nothing!", graph->GetName().c_str()); GELOGW("graph [%s] does not contain NETOUTPUT type node,no return value. Do nothing!", graph->GetName().c_str());
return ge::SUCCESS; return ge::SUCCESS;


+ 1
- 1
ge/graph/passes/replace_with_empty_const_pass.cc View File

@@ -33,7 +33,7 @@ Status ReplaceWithEmptyConstPass::Run(NodePtr &node) {
GELOGE(PARAM_INVALID, "Param [opDesc] must not be null."); GELOGE(PARAM_INVALID, "Param [opDesc] must not be null.");
return PARAM_INVALID; return PARAM_INVALID;
} }
if (node->GetType() == CONSTANT || node->GetType() == CONSTANTOP) {
if (node->GetType() == CONSTANT || node->GetType() == CONSTANTOP || node->GetType() == DATA) {
GELOGI("Node %s is const. Ignore current pass.", node->GetName().c_str()); GELOGI("Node %s is const. Ignore current pass.", node->GetName().c_str());
return SUCCESS; return SUCCESS;
} }


+ 1
- 1
ge/graph/passes/reshape_remove_pass.cc View File

@@ -43,7 +43,7 @@ Status ReshapeRemovePass::Run(NodePtr &node) {
GE_CHECK_NOTNULL(node); GE_CHECK_NOTNULL(node);
GE_CHECK_NOTNULL(node->GetOpDesc()); GE_CHECK_NOTNULL(node->GetOpDesc());
int key = kToBeDeleteOp.find(node->GetType()) == kToBeDeleteOp.end() ? kOpNoDelete : kToBeDeleteOp[node->GetType()]; int key = kToBeDeleteOp.find(node->GetType()) == kToBeDeleteOp.end() ? kOpNoDelete : kToBeDeleteOp[node->GetType()];
switch(key) {
switch (key) {
case kReshapeType: { case kReshapeType: {
bool is_shape_unknown = false; bool is_shape_unknown = false;
if (NodeUtils::GetNodeUnknownShapeStatus(*node, is_shape_unknown) == GRAPH_SUCCESS) { if (NodeUtils::GetNodeUnknownShapeStatus(*node, is_shape_unknown) == GRAPH_SUCCESS) {


+ 5
- 4
ge/graph/passes/resource_pair_add_control_pass.cc View File

@@ -63,16 +63,17 @@ Status ResourcePairAddControlPass::Run(ComputeGraphPtr graph) {
NodePtr from_node = prefix_2_node.second; NodePtr from_node = prefix_2_node.second;
GE_CHECK_NOTNULL(from_node); GE_CHECK_NOTNULL(from_node);
auto to_item_prefix_2_node = prefix_2_node_per_type.find(resource_type_pair.second); auto to_item_prefix_2_node = prefix_2_node_per_type.find(resource_type_pair.second);
// stackpush and stackpop may exist in two subgraphs, no necessary to report error
if (to_item_prefix_2_node == prefix_2_node_per_type.end()) { if (to_item_prefix_2_node == prefix_2_node_per_type.end()) {
GELOGE(PARAM_INVALID, "find peer type node fail, suffix:%s, from_type:%s, to_type:%s", prefix.c_str(),
GELOGW("find peer type node fail, suffix:%s, from_type:%s, to_type:%s", prefix.c_str(),
resource_type_pair.first.c_str(), resource_type_pair.second.c_str()); resource_type_pair.first.c_str(), resource_type_pair.second.c_str());
return PARAM_INVALID;
continue;
} }
auto to_prefix_2_node = to_item_prefix_2_node->second.find(prefix); auto to_prefix_2_node = to_item_prefix_2_node->second.find(prefix);
if (to_prefix_2_node == to_item_prefix_2_node->second.end()) { if (to_prefix_2_node == to_item_prefix_2_node->second.end()) {
GELOGE(PARAM_INVALID, "find peer prefix node fail, suffix:%s, from_type:%s, to_type:%s", prefix.c_str(),
GELOGW("find peer prefix node fail, suffix:%s, from_type:%s, to_type:%s", prefix.c_str(),
resource_type_pair.first.c_str(), resource_type_pair.second.c_str()); resource_type_pair.first.c_str(), resource_type_pair.second.c_str());
return PARAM_INVALID;
continue;
} }
NodePtr to_node = to_prefix_2_node->second; NodePtr to_node = to_prefix_2_node->second;
GE_CHECK_NOTNULL(to_node); GE_CHECK_NOTNULL(to_node);


+ 5
- 4
ge/graph/passes/resource_pair_remove_control_pass.cc View File

@@ -63,16 +63,17 @@ Status ResourcePairRemoveControlPass::Run(ComputeGraphPtr graph) {
NodePtr from_node = prefix_2_node.second; NodePtr from_node = prefix_2_node.second;
GE_CHECK_NOTNULL(from_node); GE_CHECK_NOTNULL(from_node);
auto to_item_prefix_2_node = prefix_2_node_per_type.find(resource_type_pair.second); auto to_item_prefix_2_node = prefix_2_node_per_type.find(resource_type_pair.second);
// stackpush and stackpop may exist in two subgraphs, no necessary to report error
if (to_item_prefix_2_node == prefix_2_node_per_type.end()) { if (to_item_prefix_2_node == prefix_2_node_per_type.end()) {
GELOGE(INTERNAL_ERROR, "find peer type node fail, suffix:%s, from_type:%s, to_type:%s", prefix.c_str(),
GELOGW("find peer type node fail, suffix:%s, from_type:%s, to_type:%s", prefix.c_str(),
resource_type_pair.first.c_str(), resource_type_pair.second.c_str()); resource_type_pair.first.c_str(), resource_type_pair.second.c_str());
return domi::PARAM_INVALID;
continue;
} }
auto to_prefix_2_node = to_item_prefix_2_node->second.find(prefix); auto to_prefix_2_node = to_item_prefix_2_node->second.find(prefix);
if (to_prefix_2_node == to_item_prefix_2_node->second.end()) { if (to_prefix_2_node == to_item_prefix_2_node->second.end()) {
GELOGE(INTERNAL_ERROR, "find peer prefix node fail, suffix:%s, from_type:%s, to_type:%s", prefix.c_str(),
GELOGW("find peer prefix node fail, suffix:%s, from_type:%s, to_type:%s", prefix.c_str(),
resource_type_pair.first.c_str(), resource_type_pair.second.c_str()); resource_type_pair.first.c_str(), resource_type_pair.second.c_str());
return domi::PARAM_INVALID;
continue;
} }
NodePtr to_node = to_prefix_2_node->second; NodePtr to_node = to_prefix_2_node->second;
GE_CHECK_NOTNULL(to_node); GE_CHECK_NOTNULL(to_node);


+ 1
- 1
ge/graph/passes/same_transdata_breadth_fusion_pass.cc View File

@@ -67,7 +67,7 @@ OpDescPtr SameTransdataBreadthFusionPass::GetCastOp(const GeTensorDesc &in_desc,
auto fusion_cast_op_count = atomic_fusion_cast_op_count.fetch_add(1); auto fusion_cast_op_count = atomic_fusion_cast_op_count.fetch_add(1);
std::stringstream cast_op_name; std::stringstream cast_op_name;
cast_op_name << "fusion_cast_" << fusion_cast_op_count; cast_op_name << "fusion_cast_" << fusion_cast_op_count;
auto node_op = ge::OperatorFactory::CreateOperator(cast_op_name.str(), CAST);
auto node_op = ge::OperatorFactory::CreateOperator(cast_op_name.str().c_str(), CAST);
auto cast_op = ge::OpDescUtils::GetOpDescFromOperator(node_op); auto cast_op = ge::OpDescUtils::GetOpDescFromOperator(node_op);
node_op.BreakConnect(); node_op.BreakConnect();
if (cast_op == nullptr) { if (cast_op == nullptr) {


+ 0
- 8
ge/graph/passes/subexpression_migration_pass.cc View File

@@ -165,14 +165,6 @@ Status SubexpressionMigrationPass::ClassifyDataNodes(const ComputeGraphPtr &grap
} }
} }


for (const auto &data_nodes : graph_nodes) {
if (data_nodes.second.size() != graph_nodes.begin()->second.size()) {
GELOGE(FAILED, "Subgraph %s has invalid Data nodes[%zu != %zu]",
data_nodes.first->GetName().c_str(), data_nodes.second.size(), graph_nodes.begin()->second.size());
return FAILED;
}
}

return SUCCESS; return SUCCESS;
} }




+ 1
- 1
ge/graph/passes/subgraph_const_migration_pass.cc View File

@@ -385,7 +385,7 @@ Status SubgraphConstMigrationPass::DetachParallelNode(const ComputeGraphPtr &gra


// Break Move and follow, Link Data and follow. // Break Move and follow, Link Data and follow.
const auto &out_anchor = const_node->GetOutDataAnchor(kZeroIndex); const auto &out_anchor = const_node->GetOutDataAnchor(kZeroIndex);
const auto in_anchors =out_anchor->GetPeerInDataAnchors();
const auto in_anchors = out_anchor->GetPeerInDataAnchors();
for (const auto in_anchor : in_anchors) { for (const auto in_anchor : in_anchors) {
GE_CHK_GRAPH_STATUS_RET(GraphUtils::RemoveEdge(out_anchor, in_anchor), "Remove edge failed"); GE_CHK_GRAPH_STATUS_RET(GraphUtils::RemoveEdge(out_anchor, in_anchor), "Remove edge failed");
GELOGI("Remove Edge: %s %s", const_node->GetName().c_str(), in_anchor->GetOwnerNode()->GetName().c_str()); GELOGI("Remove Edge: %s %s", const_node->GetName().c_str(), in_anchor->GetOwnerNode()->GetName().c_str());


+ 7
- 5
ge/graph/passes/transpose_transdata_pass.cc View File

@@ -86,7 +86,7 @@ Status TransposeTransDataPass::Run(NodePtr &node) {
if (CheckOneInAndOneOutDataAnchor(out_node)) { if (CheckOneInAndOneOutDataAnchor(out_node)) {
return FAILED; return FAILED;
} }
if (!FusionIfNeed(op_desc, out_op_desc)) {
if (!FusionIfNeed(op_desc, out_node)) {
continue; continue;
} }
CopyInputEdges(node, out_node); CopyInputEdges(node, out_node);
@@ -152,7 +152,8 @@ Status TransposeTransDataPass::RemoveTranspose(NodePtr &node) {
return SUCCESS; return SUCCESS;
} }


bool TransposeTransDataPass::FusionIfNeed(OpDescPtr &op_desc, OpDescPtr &transdata_op_desc) {
bool TransposeTransDataPass::FusionIfNeed(OpDescPtr &op_desc, NodePtr &node) {
auto transdata_op_desc = node->GetOpDesc();
GE_CHECK_NOTNULL(op_desc); GE_CHECK_NOTNULL(op_desc);
GE_CHECK_NOTNULL(transdata_op_desc); GE_CHECK_NOTNULL(transdata_op_desc);
auto out_input_desc = transdata_op_desc->MutableInputDesc(0); auto out_input_desc = transdata_op_desc->MutableInputDesc(0);
@@ -187,7 +188,7 @@ bool TransposeTransDataPass::FusionIfNeed(OpDescPtr &op_desc, OpDescPtr &transda
out_input_desc->SetFormat(src_format); out_input_desc->SetFormat(src_format);
out_input_desc->SetShape(src_shape); out_input_desc->SetShape(src_shape);


if (!TransDataCheckAccuracySupported(transdata_op_desc)) {
if (!TransDataCheckAccuracySupported(node)) {
out_input_desc->SetFormat(out_input_format); out_input_desc->SetFormat(out_input_format);
out_input_desc->SetShape(out_input_shape); out_input_desc->SetShape(out_input_shape);
return false; return false;
@@ -224,7 +225,8 @@ void TransposeTransDataPass::CopyInputEdges(NodePtr &origin_node, NodePtr &new_n
GraphUtils::CopyInCtrlEdges(origin_node, new_node) != GRAPH_SUCCESS, GELOGW("Copy in ctrl edges failed"); return); GraphUtils::CopyInCtrlEdges(origin_node, new_node) != GRAPH_SUCCESS, GELOGW("Copy in ctrl edges failed"); return);
} }


bool TransposeTransDataPass::TransDataCheckAccuracySupported(const OpDescPtr &op_desc) {
bool TransposeTransDataPass::TransDataCheckAccuracySupported(NodePtr &node) {
const OpDescPtr &op_desc = node->GetOpDesc();
std::shared_ptr<GELib> instance_ptr = ge::GELib::GetInstance(); std::shared_ptr<GELib> instance_ptr = ge::GELib::GetInstance();
if ((instance_ptr == nullptr) || (!instance_ptr->InitFlag())) { if ((instance_ptr == nullptr) || (!instance_ptr->InitFlag())) {
GELOGW("GELib not initialized"); GELOGW("GELib not initialized");
@@ -244,7 +246,7 @@ bool TransposeTransDataPass::TransDataCheckAccuracySupported(const OpDescPtr &op
auto &kernel_name = it.opKernelLib; auto &kernel_name = it.opKernelLib;
auto kernel_info_store = kernel_map.find(kernel_name); auto kernel_info_store = kernel_map.find(kernel_name);
if (kernel_info_store != kernel_map.end()) { if (kernel_info_store != kernel_map.end()) {
if (kernel_info_store->second->CheckAccuracySupported(op_desc, unsupported_reason, true)) {
if (kernel_info_store->second->CheckAccuracySupported(node, unsupported_reason, true)) {
return true; return true;
} }
} }


+ 2
- 2
ge/graph/passes/transpose_transdata_pass.h View File

@@ -26,9 +26,9 @@ class TransposeTransDataPass : public BaseNodePass {
private: private:
Status CheckOneInAndOneOutDataAnchor(NodePtr &node) const; Status CheckOneInAndOneOutDataAnchor(NodePtr &node) const;
Status RemoveTranspose(NodePtr &node); Status RemoveTranspose(NodePtr &node);
bool FusionIfNeed(OpDescPtr &op_desc, OpDescPtr &transdata_op_desc);
bool FusionIfNeed(OpDescPtr &op_desc, NodePtr &node);
void CopyInputEdges(NodePtr &origin_node, NodePtr &new_node); void CopyInputEdges(NodePtr &origin_node, NodePtr &new_node);
bool TransDataCheckAccuracySupported(const OpDescPtr &op_desc);
bool TransDataCheckAccuracySupported(NodePtr &node);
}; };
} // namespace ge } // namespace ge
#endif // GE_GRAPH_PASSES_TRANSPOSE_TRANSDATA_PASS_H_ #endif // GE_GRAPH_PASSES_TRANSPOSE_TRANSDATA_PASS_H_


+ 5
- 4
ge/graph/preprocess/graph_preprocess.cc View File

@@ -991,7 +991,6 @@ Status ParseDynamicInputShapeRange(const std::string &shape_range,
Status GetDynamicInputShapeRange(const std::vector<GeTensor> &user_input, const std::map<string, string> &graph_option, Status GetDynamicInputShapeRange(const std::vector<GeTensor> &user_input, const std::map<string, string> &graph_option,
vector<vector<std::pair<int64_t, int64_t>>> &range_vec) { vector<vector<std::pair<int64_t, int64_t>>> &range_vec) {
// check both mode and shape_range option are all enabled // check both mode and shape_range option are all enabled

auto mode_iter = graph_option.find(OPTION_EXEC_DYNAMIC_EXECUTE_MODE); auto mode_iter = graph_option.find(OPTION_EXEC_DYNAMIC_EXECUTE_MODE);
bool enable_dynamic_execute_mode = (mode_iter != graph_option.end()) && (mode_iter->second == "dynamic_execute"); bool enable_dynamic_execute_mode = (mode_iter != graph_option.end()) && (mode_iter->second == "dynamic_execute");
if (!enable_dynamic_execute_mode) { if (!enable_dynamic_execute_mode) {
@@ -1272,9 +1271,10 @@ Status GraphPrepare::AdjustDataOpOutput(const NodePtr &node) {
return SUCCESS; return SUCCESS;
} }


Status GraphPrepare::UpdateInput(const std::vector<GeTensor> &user_input, const std::map<string,string> &graph_option) {
Status GraphPrepare::UpdateInput(const std::vector<GeTensor> &user_input,
const std::map<string, string> &graph_option) {
// Get shape range of input in dynamic_execute mode // Get shape range of input in dynamic_execute mode
vector<vector<std::pair<int64_t,int64_t>>> dynamic_shape_range_vec;
vector<vector<std::pair<int64_t, int64_t>>> dynamic_shape_range_vec;
auto ret = GetDynamicInputShapeRange(user_input, graph_option, dynamic_shape_range_vec); auto ret = GetDynamicInputShapeRange(user_input, graph_option, dynamic_shape_range_vec);
GE_CHK_STATUS_RET(ret, "Graph option is not right on Dynamic execute mode."); GE_CHK_STATUS_RET(ret, "Graph option is not right on Dynamic execute mode.");
compute_graph_->SaveDataFormat(ge::TypeUtils::DomiFormatToFormat(GetLocalOmgContext().format)); compute_graph_->SaveDataFormat(ge::TypeUtils::DomiFormatToFormat(GetLocalOmgContext().format));
@@ -2012,7 +2012,8 @@ Status GraphPrepare::ProcessNetOutput() {
return SUCCESS; return SUCCESS;
} }


Status GraphPrepare::CheckAndUpdateInput(const std::vector<GeTensor> &user_input,const std::map<string,string> &graph_option) {
Status GraphPrepare::CheckAndUpdateInput(const std::vector<GeTensor> &user_input,
const std::map<string, string> &graph_option) {
compute_graph_->SetInputSize(user_input.size()); compute_graph_->SetInputSize(user_input.size());
if (user_input.empty()) { if (user_input.empty()) {
return SUCCESS; return SUCCESS;


+ 3
- 3
ge/graph/preprocess/graph_preprocess.h View File

@@ -23,7 +23,7 @@
#include <vector> #include <vector>
#include "common/debug/log.h" #include "common/debug/log.h"
#include "common/debug/memory_dumper.h" #include "common/debug/memory_dumper.h"
#include "common/model_parser/base.h"
#include "common/model_parser/model_parser.h"
#include "common/properties_manager.h" #include "common/properties_manager.h"
#include "common/string_util.h" #include "common/string_util.h"
#include "common/types.h" #include "common/types.h"
@@ -63,8 +63,8 @@ class GraphPrepare {
Status CheckRefOp(); Status CheckRefOp();
Status SetRtContext(rtContext_t rt_context, rtCtxMode_t mode); Status SetRtContext(rtContext_t rt_context, rtCtxMode_t mode);
Status AdjustDataOpOutput(const NodePtr &node); Status AdjustDataOpOutput(const NodePtr &node);
Status UpdateInput(const std::vector<GeTensor> &user_input, const std::map<string,string> &graph_option);
Status CheckAndUpdateInput(const std::vector<GeTensor> &user_input, const std::map<string,string> &graph_option);
Status UpdateInput(const std::vector<GeTensor> &user_input, const std::map<string, string> &graph_option);
Status CheckAndUpdateInput(const std::vector<GeTensor> &user_input, const std::map<string, string> &graph_option);
Status CheckConstOp(); Status CheckConstOp();
Status VerifyConstOp(const NodePtr &node); Status VerifyConstOp(const NodePtr &node);
Status CheckUserInput(const std::vector<GeTensor> &user_input); Status CheckUserInput(const std::vector<GeTensor> &user_input);


+ 1
- 1
ge/graph/preprocess/multi_batch_copy_graph.cc View File

@@ -600,7 +600,7 @@ Status MultiBatchGraphCopyer::LabelInBatchBranchStatus() {
for (auto &in_node : node->GetInDataNodes()) { for (auto &in_node : node->GetInDataNodes()) {
if (origin_nodes_status_.find(in_node.get()) != origin_nodes_status_.end()) { if (origin_nodes_status_.find(in_node.get()) != origin_nodes_status_.end()) {
if (origin_nodes_status_.find(node.get()) == origin_nodes_status_.end()) { if (origin_nodes_status_.find(node.get()) == origin_nodes_status_.end()) {
origin_nodes_status_[node.get()] == kNodeInBatchBranch;
origin_nodes_status_[node.get()] = kNodeInBatchBranch;
ResetEnterStatus(frame_enters, node); ResetEnterStatus(frame_enters, node);
changed = true; changed = true;
} }


+ 1
- 1
ge/graph/preprocess/multi_batch_options.h View File

@@ -105,7 +105,7 @@ GE_FUNC_VISIBILITY bool CheckDynamicBatchShape(const vector<int64_t> &shape, con
/// @return 0: true/false /// @return 0: true/false
/// ///
GE_FUNC_VISIBILITY bool CheckDynamicImageSizeShape(const vector<int64_t> &shape, const string &data_name, GE_FUNC_VISIBILITY bool CheckDynamicImageSizeShape(const vector<int64_t> &shape, const string &data_name,
const std::string &input_format);
const std::string &input_format);


} // namespace multibatch } // namespace multibatch
} // namespace ge } // namespace ge


+ 3
- 2
ge/host_kernels/dynamic_stitch_kernel.cc View File

@@ -111,8 +111,9 @@ void DynamicStitchKernel::ComputeMergedShape(const vector<ConstGeTensorPtr> &inp
int32_t merged_first_dim = 0; int32_t merged_first_dim = 0;
int64_t indices_shape_size = 0; int64_t indices_shape_size = 0;
for (int i = 0; i < n_; i++) { for (int i = 0; i < n_; i++) {
indices_shape_size = input[i]->GetTensorDesc().GetShape().GetShapeSize();
indices_shape_size = indices_shape_size == 0 ? 1 : indices_shape_size;
// shape is [] means scalar
indices_shape_size =
input[i]->GetTensorDesc().GetShape().GetDims().empty() ? 1 : input[i]->GetTensorDesc().GetShape().GetShapeSize();
const int32_t *input_indices = reinterpret_cast<const int32_t *>(input[i]->GetData().data()); const int32_t *input_indices = reinterpret_cast<const int32_t *>(input[i]->GetData().data());
for (int64_t j = 0; j < indices_shape_size; j++) { for (int64_t j = 0; j < indices_shape_size; j++) {
merged_first_dim = std::max(merged_first_dim, input_indices[j]); merged_first_dim = std::max(merged_first_dim, input_indices[j]);


+ 37
- 1
ge/host_kernels/slice_kernel.cc View File

@@ -16,6 +16,8 @@


#include "host_kernels/slice_kernel.h" #include "host_kernels/slice_kernel.h"


#include <set>

#include "common/ge_inner_error_codes.h" #include "common/ge_inner_error_codes.h"
#include "common/op/ge_op_utils.h" #include "common/op/ge_op_utils.h"
#include "common/types.h" #include "common/types.h"
@@ -31,6 +33,30 @@ const size_t kSliceInputSize = 3;
const size_t kSliceInputIndexX = 0; const size_t kSliceInputIndexX = 0;
const size_t kSliceInputIndexBegin = 1; const size_t kSliceInputIndexBegin = 1;
const size_t kSliceInputIndexSize = 2; const size_t kSliceInputIndexSize = 2;
const std::set<ge::DataType> kSupportedDataTypeToLength = {
DT_BOOL,
DT_INT64,
DT_UINT64,
DT_FLOAT,
DT_INT32,
DT_UINT32,
DT_INT8,
DT_UINT8,
DT_INT16,
DT_UINT16,
DT_FLOAT16,
DT_DOUBLE,
DT_DUAL,
DT_DUAL_SUB_INT8,
DT_DUAL_SUB_UINT8,
DT_COMPLEX64,
DT_COMPLEX128,
DT_QINT8,
DT_QINT16,
DT_QINT32,
DT_QUINT8,
DT_QUINT16,
};
} // namespace } // namespace


Status SliceKernel::Compute(const OpDescPtr attr, const std::vector<ConstGeTensorPtr> &input, Status SliceKernel::Compute(const OpDescPtr attr, const std::vector<ConstGeTensorPtr> &input,
@@ -56,6 +82,16 @@ Status SliceKernel::Compute(const OpDescPtr attr, const std::vector<ConstGeTenso


// data type in input_x // data type in input_x
auto data_type = x_->GetTensorDesc().GetDataType(); auto data_type = x_->GetTensorDesc().GetDataType();
// check supported
if (kSupportedDataTypeToLength.count(data_type) == 0) {
GELOGW("input_x data_type is [%s], does not supported!", TypeUtils::DataTypeToSerialString(data_type).c_str());
return NOT_CHANGED;
}
uint32_t type_size = 0;
bool is_success = TypeUtils::GetDataTypeLength(data_type, type_size);
if (!is_success) {
return NOT_CHANGED;
}
// check data type of begin and size // check data type of begin and size
if (begin->GetTensorDesc().GetDataType() != DT_INT32 || size->GetTensorDesc().GetDataType() != DT_INT32) { if (begin->GetTensorDesc().GetDataType() != DT_INT32 || size->GetTensorDesc().GetDataType() != DT_INT32) {
GELOGW("Data type of begin and size for slice are not DT_INT32."); GELOGW("Data type of begin and size for slice are not DT_INT32.");
@@ -69,7 +105,7 @@ Status SliceKernel::Compute(const OpDescPtr attr, const std::vector<ConstGeTenso
GE_CHECK_NOTNULL(begin_data); GE_CHECK_NOTNULL(begin_data);
GE_CHECK_NOTNULL(size_data); GE_CHECK_NOTNULL(size_data);


size_t data_size = x_->GetData().size() / sizeof(int32_t);
size_t data_size = x_->GetData().size() / type_size;
size_t begin_size = begin->GetData().size() / sizeof(int32_t); size_t begin_size = begin->GetData().size() / sizeof(int32_t);
size_t size_size = size->GetData().size() / sizeof(int32_t); size_t size_size = size->GetData().size() / sizeof(int32_t);
const ge::GeShape &x_shape = x_->GetTensorDesc().GetShape(); const ge::GeShape &x_shape = x_->GetTensorDesc().GetShape();


+ 2
- 2
ge/hybrid/executor/hybrid_execution_context.h View File

@@ -62,9 +62,9 @@ struct GraphExecutionContext {
rtStream_t stream = nullptr; rtStream_t stream = nullptr;
rtContext_t rt_context = nullptr; rtContext_t rt_context = nullptr;
rtContext_t rt_gen_context = nullptr; rtContext_t rt_gen_context = nullptr;
std::unique_ptr<CallbackManager> callback_manager;
std::unique_ptr<CallbackManager> callback_manager = nullptr;
NpuMemoryAllocator *allocator = nullptr; NpuMemoryAllocator *allocator = nullptr;
mutable std::unique_ptr<HybridProfiler> profiler;
mutable std::unique_ptr<HybridProfiler> profiler = nullptr;
DumpProperties dump_properties; DumpProperties dump_properties;
bool trace_enabled = false; bool trace_enabled = false;
bool dump_enabled = false; bool dump_enabled = false;


+ 50
- 4
ge/hybrid/executor/hybrid_model_async_executor.cc View File

@@ -26,6 +26,7 @@ namespace hybrid {
namespace { namespace {
const int kDataOutputIndex = 0; const int kDataOutputIndex = 0;
const size_t kMinimumPiplineStages = 2; const size_t kMinimumPiplineStages = 2;
const int kDefaultLoopCount = 10;
} }
HybridModelAsyncExecutor::HybridModelAsyncExecutor(HybridModel *model) HybridModelAsyncExecutor::HybridModelAsyncExecutor(HybridModel *model)
: model_(model), run_flag_(false) { : model_(model), run_flag_(false) {
@@ -45,6 +46,10 @@ void HybridModelAsyncExecutor::SetModelId(uint32_t model_id) {
model_id_ = model_id; model_id_ = model_id;
} }


void HybridModelAsyncExecutor::SetModelName(const string &model_name) {
om_name_ = model_name;
}

Status HybridModelAsyncExecutor::EnqueueData(const shared_ptr<InputDataWrapper> &data) { Status HybridModelAsyncExecutor::EnqueueData(const shared_ptr<InputDataWrapper> &data) {
GE_CHK_STATUS_EXEC(data_inputer_->Push(data), return domi::DATA_QUEUE_ISFULL, GE_CHK_STATUS_EXEC(data_inputer_->Push(data), return domi::DATA_QUEUE_ISFULL,
"Data queue is full, please call again later, model_id %u ", model_id_); "Data queue is full, please call again later, model_id %u ", model_id_);
@@ -80,6 +85,10 @@ Status HybridModelAsyncExecutor::Stop() {
ret = future_.get(); ret = future_.get();
} }


if (is_op_debug_reg_) {
op_debug_register_.UnregisterDebugForStream(stream_);
}

if (stream_ != nullptr) { if (stream_ != nullptr) {
GE_CHK_RT(rtStreamDestroy(stream_)); GE_CHK_RT(rtStreamDestroy(stream_));
stream_ = nullptr; stream_ = nullptr;
@@ -96,6 +105,7 @@ Status HybridModelAsyncExecutor::Init() {
executor_ = std::unique_ptr<HybridModelExecutor>(new(std::nothrow) HybridModelExecutor(model_, device_id_, stream_)); executor_ = std::unique_ptr<HybridModelExecutor>(new(std::nothrow) HybridModelExecutor(model_, device_id_, stream_));
GE_CHECK_NOTNULL(executor_); GE_CHECK_NOTNULL(executor_);
GE_CHK_STATUS_RET(executor_->Init(), "Failed to init hybrid engine"); GE_CHK_STATUS_RET(executor_->Init(), "Failed to init hybrid engine");
GE_CHK_STATUS_RET(DumpOpDebug(),"Dump op debug failed in hybrid engine");


GELOGI("HybridModel stage nums:%zu", model_->GetRootGraphItem()->NumGroups()); GELOGI("HybridModel stage nums:%zu", model_->GetRootGraphItem()->NumGroups());
if (model_->GetRootGraphItem()->NumGroups() >= kMinimumPiplineStages) { if (model_->GetRootGraphItem()->NumGroups() >= kMinimumPiplineStages) {
@@ -150,7 +160,7 @@ Status HybridModelAsyncExecutor::RunInternal() {
GELOGI("HybridModel will execute in pipeline mode"); GELOGI("HybridModel will execute in pipeline mode");
auto iter_per_run = std::getenv("ITER_NUM"); auto iter_per_run = std::getenv("ITER_NUM");
if (iter_per_run) { if (iter_per_run) {
args.num_loops = static_cast<int>(strtol(iter_per_run, nullptr, 10));
args.num_loops = static_cast<int>(strtol(iter_per_run, nullptr, kDefaultLoopCount));
} }
ret = pipe_executor_->Execute(args); ret = pipe_executor_->Execute(args);
} else { } else {
@@ -250,7 +260,8 @@ Status HybridModelAsyncExecutor::PrepareInputs(const InputData &current_data, Hy
if (k >= shape.GetDimNum()) { if (k >= shape.GetDimNum()) {
break; break;
} }
if (shape.GetDim(k) < range[k].first || shape.GetDim(k) > range[k].second) {
// range[k].second can be -1
if (shape.GetDim(k) < range[k].first || (range[k].second >= 0 && shape.GetDim(k) > range[k].second)) {
GELOGE(PARAM_INVALID, "Dim out of range, shape idx = %zu, dim idx = %zu, dim = %ld, range = [%ld, %ld]", GELOGE(PARAM_INVALID, "Dim out of range, shape idx = %zu, dim idx = %zu, dim = %ld, range = [%ld, %ld]",
input_index, k, shape.GetDim(k), range[k].first, range[k].second); input_index, k, shape.GetDim(k), range[k].first, range[k].second);
return PARAM_INVALID; return PARAM_INVALID;
@@ -452,8 +463,8 @@ Status HybridModelAsyncExecutor::Execute(const std::vector<DataBuffer> &inputs,
i, outputs[i].length, output_real_size); i, outputs[i].length, output_real_size);
return FAILED; return FAILED;
} }
GE_CHK_RT_RET(rtMemcpy(outputs[i].data, outputs[i].length, args.outputs[i].GetData(), output_real_size,
RT_MEMCPY_DEVICE_TO_DEVICE));
GE_CHK_RT_RET(rtMemcpy(outputs[i].data, outputs[i].length, args.outputs[i].GetData(), output_real_size,
RT_MEMCPY_DEVICE_TO_DEVICE));
} }
outputs[i].length = output_real_size; outputs[i].length = output_real_size;
} }
@@ -502,5 +513,40 @@ Status HybridModelAsyncExecutor::Execute(const vector<GeTensor> &inputs, vector<


return SUCCESS; return SUCCESS;
} }
Status HybridModelAsyncExecutor::DumpOpDebug() {
const DumpProperties &dump_properties = executor_->GetContext()->dump_properties;
if (dump_properties.IsOpDebugOpen()) {
GELOGD("Opdebug is open in hybrid engine");
uint32_t op_debug_mode = dump_properties.GetOpDebugMode();
GE_CHK_RT_RET(op_debug_register_.RegisterDebugForStream(stream_, op_debug_mode, data_dumper_));
is_op_debug_reg_ = true;
data_dumper_.SetDumpProperties(dump_properties);
data_dumper_.SetModelName(model_->GetModelName());
data_dumper_.SetModelId(model_->GetModelId());
data_dumper_.SetDeviceId(model_->GetDeviceId());
void *global_step = nullptr;
TensorValue *varible_global_step = model_->GetVariable(NODE_NAME_GLOBAL_STEP);
if (varible_global_step != nullptr) {
global_step = const_cast<void *>(varible_global_step->GetData());
}

void *loop_per_iter = nullptr;
TensorValue *varible_loop_per_iter = model_->GetVariable(NODE_NAME_FLOWCTRL_LOOP_PER_ITER);
if (varible_loop_per_iter != nullptr) {
loop_per_iter = const_cast<void *>(varible_loop_per_iter->GetData());
}

void *loop_cond = nullptr;
TensorValue *varible_loop_cond = model_->GetVariable(NODE_NAME_FLOWCTRL_LOOP_COND);
if (varible_loop_cond != nullptr) {
loop_cond = const_cast<void *>(varible_loop_cond->GetData());
}
data_dumper_.SetLoopAddr(global_step, loop_per_iter, loop_cond);
GE_CHK_STATUS_RET(data_dumper_.LoadDumpInfo(), "LoadDumpInfo failed in hybrid engine");
GELOGD("Dump op debug SUCCESS in hybrid engine");
}
return SUCCESS;
}

} // namespace hybrid } // namespace hybrid
} // namespace ge } // namespace ge

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