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优化example目录结构易用性及补充用例 Co-authored-by: qiang_zq<qiang.zhangqiang@huawei.com> # message auto-generated for no-merge-commit merge: !1163 merge sample into master 优化example目录结构易用性及补充用例 Created-by: qiang_zq Commit-by: qiang_zq Merged-by: cann-robot Description: ## 描述 <!--在这里详细描述你的改动，包括改动的原因和所采取的方法。--> 1、example 目录结构优化，按学习阶段重新组织目录结构(0_quickstart ~ 6_scenarios) 2、补充部分API的example用例 ## 关联的Issue <!-- 如果这个PR是为了解决特定的Issue，请在这里提供Issue链接。例如：关联Issue #000--> https://gitcode.com/cann/runtime/issues/284 ## 测试 <!--描述进行了哪些测试来验证你的改动。包括但不限于二级冒烟、算子泛化等。--> 部分用例执行过程 source /home/developer/Ascend/cann/set_env.sh && export SOC_VERSION=ascend910b3 && export ASCENDC_CMAKE_DIR=/home/developer/Ascend/cann/aarch64-linux/tikcpp/ascendc_kernel_cmake && export ASCEND_INSTALL_PATH=/home/developer/Ascend/cann && cd /mnt/workspace/gitCode/qiang_zq/runtime/example/3_memory_advanced/allocator/0_custom_allocator && rm -rf build && dos2unix run.sh 2>/dev/null || sed -i 's/\\r$//' run.sh && bash run.sh Configuring CMake... -- The C compiler identification is GNU 13.3.0 -- The CXX compiler identification is GNU 13.3.0 -- Detecting C compiler ABI info -- Detecting C compiler ABI info - done -- Check for working C compiler: /usr/bin/cc - skipped -- Detecting C compile features -- Detecting C compile features - done -- Detecting CXX compiler ABI info -- Detecting CXX compiler ABI info - done -- Check for working CXX compiler: /usr/bin/c++ - skipped -- Detecting CXX compile features -- Detecting CXX compile features - done -- Configuring done -- Generating done -- Build files have been written to: /mnt/workspace/gitCode/qiang_zq/runtime/example/3_memory_advanced/allocator/0_custom_allocator/build Building... [ 50%] Building CXX object CMakeFiles/main.dir/main.cpp.o [100%] Linking CXX executable main [100%] Built target main Build completed successfully! Executable location: /mnt/workspace/gitCode/qiang_zq/runtime/example/3_memory_advanced/allocator/0_custom_allocator/build/main Run the sample: ./build/main ./build/main [INFO] CustomAlloc size=256 [INFO] CustomAllocAdvise size=128 [INFO] CustomAlloc size=128 [INFO] CustomFree invoked [INFO] CustomFree invoked [INFO] Allocator desc queried: descOut=0xaaaabd6a3780 allocCount=2 freeCount=2 用例执行报告 0_quickstart (3/3) ✅ ✅ 0_hello_cann ✅ 1_error_handling ✅ 2_system_info 1_basic_features (23/23) ✅ ✅ device/0_device_normal ✅ device/1_device_multi_thread ✅ device/2_device_P2P ✅ event/0_event_status ✅ event/1_event_timestamp ✅ memory/0_h2h_memory_copy ✅ memory/10_ipc_memory_withpid ✅ memory/11_ipc_memory_withoutpid ✅ memory/1_h2d_sync_memory_copy ✅ memory/2_h2d_async_memory_copy ✅ memory/3_d2h_sync_memory_copy ✅ memory/4_d2h_async_memory_copy ✅ memory/5_d2d_sync_memory_copy ✅ memory/6_d2d_async_memory_copy ✅ memory/7_physical_memory_sharing_withpid ✅ memory/8_physical_memory_sharing_withoutpid ✅ memory/9_multistream_sync_memory ✅ stream/0_simple_stream ✅ stream/1_stream_with_failure_mode ✅ stream/2_multi_stream 2_advanced_features (17/17) ✅ ✅ built_in_task/0_reduce_task ✅ built_in_task/1_random_num_task ✅ callback/0_simple_callback ✅ callback/1_callback_hostfunc ✅ callback/2_callback_exception ✅ group/0_compute_group ✅ kernel/0_launch_kernel ✅ kernel/1_launch_kernel_with_reslimit ✅ label/0_simple_label ✅ model_ri/0_simple_model ✅ model_ri/1_model_update ✅ model_ri/2_model_switch ✅ notify/0_ipc_notify_withpid ✅ notify/1_ipc_notify_withoutpid ✅ notify/2_cntnotify ✅ tdt_buffer/0_shared_buffer ✅ tdt_channel/0_simple_channel ✅ tdt_channel/1_channel_capacity ✅ tdt_queue/0_simple_queue ✅ tdt_queue/1_queue_route ✅ tdt_queue/2_queue_grant_attach 3_memory_advanced (1/1) ✅ ✅ allocator/0_custom_allocator 4_reliability (2/2) ✅ ✅ overflow_detection/0_overflow_detection ✅ snapshot/0_snapshot_management 5_performance (6/6) ✅ ✅ adump/0_adump_args ✅ adump/1_adump_callback ✅ adump/2_model_dump_config ✅ profiling/0_create_config ✅ profiling/1_msproftx ✅ profiling/2_subscribe_model ## 文档更新 <!--如果这个PR包含文档的更新，请在这里指出。例如：更新了README.md文件。--> docs/02_dev_guide/初始化.md example/*.md ## 类型标签 <!-- [x] 表示选中 --> - [ ] Bug修复 - [x] 新特性 - [ ] 性能优化 - [x] 文档更新 - [ ] 其他，请描述： See merge request: cann/runtime!1163
6 个月前
CMakeLists.txt
优化example目录结构易用性及补充用例 Co-authored-by: qiang_zq<qiang.zhangqiang@huawei.com> # message auto-generated for no-merge-commit merge: !1163 merge sample into master 优化example目录结构易用性及补充用例 Created-by: qiang_zq Commit-by: qiang_zq Merged-by: cann-robot Description: ## 描述 <!--在这里详细描述你的改动，包括改动的原因和所采取的方法。--> 1、example 目录结构优化，按学习阶段重新组织目录结构(0_quickstart ~ 6_scenarios) 2、补充部分API的example用例 ## 关联的Issue <!-- 如果这个PR是为了解决特定的Issue，请在这里提供Issue链接。例如：关联Issue #000--> https://gitcode.com/cann/runtime/issues/284 ## 测试 <!--描述进行了哪些测试来验证你的改动。包括但不限于二级冒烟、算子泛化等。--> 部分用例执行过程 source /home/developer/Ascend/cann/set_env.sh && export SOC_VERSION=ascend910b3 && export ASCENDC_CMAKE_DIR=/home/developer/Ascend/cann/aarch64-linux/tikcpp/ascendc_kernel_cmake && export ASCEND_INSTALL_PATH=/home/developer/Ascend/cann && cd /mnt/workspace/gitCode/qiang_zq/runtime/example/3_memory_advanced/allocator/0_custom_allocator && rm -rf build && dos2unix run.sh 2>/dev/null || sed -i 's/\\r$//' run.sh && bash run.sh Configuring CMake... -- The C compiler identification is GNU 13.3.0 -- The CXX compiler identification is GNU 13.3.0 -- Detecting C compiler ABI info -- Detecting C compiler ABI info - done -- Check for working C compiler: /usr/bin/cc - skipped -- Detecting C compile features -- Detecting C compile features - done -- Detecting CXX compiler ABI info -- Detecting CXX compiler ABI info - done -- Check for working CXX compiler: /usr/bin/c++ - skipped -- Detecting CXX compile features -- Detecting CXX compile features - done -- Configuring done -- Generating done -- Build files have been written to: /mnt/workspace/gitCode/qiang_zq/runtime/example/3_memory_advanced/allocator/0_custom_allocator/build Building... [ 50%] Building CXX object CMakeFiles/main.dir/main.cpp.o [100%] Linking CXX executable main [100%] Built target main Build completed successfully! Executable location: /mnt/workspace/gitCode/qiang_zq/runtime/example/3_memory_advanced/allocator/0_custom_allocator/build/main Run the sample: ./build/main ./build/main [INFO] CustomAlloc size=256 [INFO] CustomAllocAdvise size=128 [INFO] CustomAlloc size=128 [INFO] CustomFree invoked [INFO] CustomFree invoked [INFO] Allocator desc queried: descOut=0xaaaabd6a3780 allocCount=2 freeCount=2 用例执行报告 0_quickstart (3/3) ✅ ✅ 0_hello_cann ✅ 1_error_handling ✅ 2_system_info 1_basic_features (23/23) ✅ ✅ device/0_device_normal ✅ device/1_device_multi_thread ✅ device/2_device_P2P ✅ event/0_event_status ✅ event/1_event_timestamp ✅ memory/0_h2h_memory_copy ✅ memory/10_ipc_memory_withpid ✅ memory/11_ipc_memory_withoutpid ✅ memory/1_h2d_sync_memory_copy ✅ memory/2_h2d_async_memory_copy ✅ memory/3_d2h_sync_memory_copy ✅ memory/4_d2h_async_memory_copy ✅ memory/5_d2d_sync_memory_copy ✅ memory/6_d2d_async_memory_copy ✅ memory/7_physical_memory_sharing_withpid ✅ memory/8_physical_memory_sharing_withoutpid ✅ memory/9_multistream_sync_memory ✅ stream/0_simple_stream ✅ stream/1_stream_with_failure_mode ✅ stream/2_multi_stream 2_advanced_features (17/17) ✅ ✅ built_in_task/0_reduce_task ✅ built_in_task/1_random_num_task ✅ callback/0_simple_callback ✅ callback/1_callback_hostfunc ✅ callback/2_callback_exception ✅ group/0_compute_group ✅ kernel/0_launch_kernel ✅ kernel/1_launch_kernel_with_reslimit ✅ label/0_simple_label ✅ model_ri/0_simple_model ✅ model_ri/1_model_update ✅ model_ri/2_model_switch ✅ notify/0_ipc_notify_withpid ✅ notify/1_ipc_notify_withoutpid ✅ notify/2_cntnotify ✅ tdt_buffer/0_shared_buffer ✅ tdt_channel/0_simple_channel ✅ tdt_channel/1_channel_capacity ✅ tdt_queue/0_simple_queue ✅ tdt_queue/1_queue_route ✅ tdt_queue/2_queue_grant_attach 3_memory_advanced (1/1) ✅ ✅ allocator/0_custom_allocator 4_reliability (2/2) ✅ ✅ overflow_detection/0_overflow_detection ✅ snapshot/0_snapshot_management 5_performance (6/6) ✅ ✅ adump/0_adump_args ✅ adump/1_adump_callback ✅ adump/2_model_dump_config ✅ profiling/0_create_config ✅ profiling/1_msproftx ✅ profiling/2_subscribe_model ## 文档更新 <!--如果这个PR包含文档的更新，请在这里指出。例如：更新了README.md文件。--> docs/02_dev_guide/初始化.md example/*.md ## 类型标签 <!-- [x] 表示选中 --> - [ ] Bug修复 - [x] 新特性 - [ ] 性能优化 - [x] 文档更新 - [ ] 其他，请描述： See merge request: cann/runtime!1163
6 个月前
README.md
优化example示例中 产品支持情况 描述 Co-authored-by: qiang_zq<qiang.zhangqiang@huawei.com> # message auto-generated for no-merge-commit merge: !1276 merge sample into master 优化example示例中 产品支持情况 描述 Created-by: qiang_zq Commit-by: qiang_zq Merged-by: cann-robot Description: ## 描述 <!--在这里详细描述你的改动，包括改动的原因和所采取的方法。--> 1、补充部分新增example示例 readme 缺少的“产品支持情况”描述 2、历史example示例 readme 中“产品支持情况”与docs中API描述不一致 3、优化example样例执行步骤，run.sh中编译完成后自动执行，将原来编译+运行 2步操作 合为一步 4、目录 README 补全: 为 device、stream、event、memory、kernel、callback、model_ri、notify、tdt_buffer、tdt_channel、tdt_queue、built_in_task 等目录新增了 README.md，改善了导航体验 5、链接路径修正: 修正了嵌套目录的相对路径（从 ../../README.md 改为 ../../../README.md） 代码审查报告 https://gitcode.com/cann/runtime/pull/1276?ref=&did=65e24693459e9d96f1d4ad02bef022d0968fba55#tid-166839878 ## 关联的Issue <!-- 如果这个PR是为了解决特定的Issue，请在这里提供Issue链接。例如：关联Issue #000--> https://gitcode.com/cann/runtime/issues/299 ## 测试 <!--描述进行了哪些测试来验证你的改动。包括但不限于二级冒烟、算子泛化等。--> /example/0_quickstart/0_hello_cann$ bash run.sh Configuring CMake... -- The C compiler identification is GNU 13.3.0 -- The CXX compiler identification is GNU 13.3.0 -- Detecting C compiler ABI info -- Detecting C compiler ABI info - done -- Check for working C compiler: /usr/bin/cc - skipped -- Detecting C compile features -- Detecting C compile features - done -- Detecting CXX compiler ABI info -- Detecting CXX compiler ABI info - done -- Check for working CXX compiler: /usr/bin/c++ - skipped -- Detecting CXX compile features -- Detecting CXX compile features - done -- Configuring done -- Generating done -- Build files have been written to: /mnt/workspace/gitCode/qiang_zq/runtime/example/0_quickstart/0_hello_cann/build Building... [ 50%] Building CXX object CMakeFiles/main.dir/main.cpp.o [100%] Linking CXX executable main [100%] Built target main Build completed successfully! Executable location: /mnt/workspace/gitCode/qiang_zq/runtime/example/0_quickstart/0_hello_cann/build/main Run the sample: ./build/main ACL init successfully Set device 0 successfully Create stream successfully Input vectors: self: [1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0] other: [0.5, 1.0, 1.5, 2.0, 2.5, 3.0, 3.5, 4.0] alpha: 1.0 Create output aclDataBuffer successfully, buffer addr = 0x12c0c0016000 Get workspace size successfully, workspace size = 0 [Warning]: tiling struct [ReduceOpTilingDataV2] is conflict with one in file kl_div_v2.cc, line 41 [Warning]: tiling struct [RepeatInterleaveGradTilingData] is conflict with one in file repeat_interleave_grad_tiling.h, line 21 [Warning]: tiling struct [IndexFillTilingData] is conflict with one in file index_fill_tiling.h, line 21 [Warning]: tiling struct [MapIndexTilingData] is conflict with one in file map_index_tiling_arch35.h, line 23 [Warning]: tiling struct [MaskedSelectV3TilingData] is conflict with one in file masked_select_v3_tiling.h, line 27 [Warning]: tiling struct [MaskedSelectV3TilingData] is conflict with one in file masked_select_v3_tiling.h, line 27 [Warning]: tiling struct [ScatterPaKvCacheTilingData] is conflict with one in file scatter_pa_kv_cache_tiling.h, line 35 [Warning]: tiling struct [ScatterPaKvCacheTilingData] is conflict with one in file scatter_pa_kv_cache_tiling.h, line 35 [Warning]: tiling struct [TopKTopPSampleTilingData] is conflict with one in file top_k_top_p_sample_tiling.h, line 26 [Warning]: tiling struct [AvgPool3dGradTilingBlockParam] is conflict with one in file avg_pool_3d_grad_tiling.h, line 99 [Warning]: tiling struct [AvgPool3dGradTilingParam] is conflict with one in file avg_pool_3d_grad_tiling.h, line 125 [Warning]: tiling struct [FusedCrossEntropyLossWithMaxSumTilingData] is conflict with one in file fused_cross_entropy_loss_with_max_sum_tiling.h, line 27 [Warning]: tiling struct [TilingDataBackgroundReplace] is conflict with one in file background_replace_tiling.h, line 22 [Warning]: tiling struct [TilingDataBlendImages] is conflict with one in file blend_images_custom_tiling.h, line 24 Launch aclnnAdd successfully Synchronize stream successfully Vector addition result: result[0] = 1.5 (expected: 1.5) result[1] = 3.0 (expected: 3.0) result[2] = 4.5 (expected: 4.5) result[3] = 6.0 (expected: 6.0) result[4] = 7.5 (expected: 7.5) result[5] = 9.0 (expected: 9.0) result[6] = 10.5 (expected: 10.5) result[7] = 12.0 (expected: 12.0) Free device memory successfully Destroy stream successfully Reset device successfully ACL finalize successfully Sample run successfully! /example/0_quickstart/1_error_handling$ bash run.sh Configuring CMake... -- The C compiler identification is GNU 13.3.0 -- The CXX compiler identification is GNU 13.3.0 -- Detecting C compiler ABI info -- Detecting C compiler ABI info - done -- Check for working C compiler: /usr/bin/cc - skipped -- Detecting C compile features -- Detecting C compile features - done -- Detecting CXX compiler ABI info -- Detecting CXX compiler ABI info - done -- Check for working CXX compiler: /usr/bin/c++ - skipped -- Detecting CXX compile features -- Detecting CXX compile features - done -- Configuring done -- Generating done -- Build files have been written to: /mnt/workspace/gitCode/qiang_zq/runtime/example/0_quickstart/1_error_handling/build Building... [ 50%] Building CXX object CMakeFiles/main.dir/main.cpp.o [100%] Linking CXX executable main [100%] Built target main Build completed successfully! Executable location: /mnt/workspace/gitCode/qiang_zq/runtime/example/0_quickstart/1_error_handling/build/main Run the sample: ./build/main [INFO] ACL init and set device successfully [INFO] Current run mode: ACL_HOST [INFO] Triggering an expected invalid-parameter error with aclrtGetRunMode(nullptr) [ERROR] Diagnostics: ret=100000, peekErr=0, lastErr=0, recentErrMsg=[PID: 2238268] 2026-03-30-14:54:54.405.703 Invalid_Argument_Null_Pointer(EH0002): Argument [runMode] must not be null. Solution: Try again with a correct pointer argument. [WARN] aclrtGetErrorVerbose(0) returned error code 207000 [INFO] After diagnostics are consumed once: peekErr=207000, lastErr=207000, recentErrMsg=<null> [INFO] ACL finalize successfully ## 文档更新 <!--如果这个PR包含文档的更新，请在这里指出。例如：更新了README.md文件。--> example/0_quickstart/1_error_handling/README.md example/1_basic_features/device/0_device_normal/README.md .... example/*/README.md ## 类型标签 <!-- [x] 表示选中 --> - [ ] Bug修复 - [x] 新特性 - [ ] 性能优化 - [x] 文档更新 - [ ] 其他，请描述： See merge request: cann/runtime!1276
6 个月前
main.cpp
优化example目录结构易用性及补充用例 Co-authored-by: qiang_zq<qiang.zhangqiang@huawei.com> # message auto-generated for no-merge-commit merge: !1163 merge sample into master 优化example目录结构易用性及补充用例 Created-by: qiang_zq Commit-by: qiang_zq Merged-by: cann-robot Description: ## 描述 <!--在这里详细描述你的改动，包括改动的原因和所采取的方法。--> 1、example 目录结构优化，按学习阶段重新组织目录结构(0_quickstart ~ 6_scenarios) 2、补充部分API的example用例 ## 关联的Issue <!-- 如果这个PR是为了解决特定的Issue，请在这里提供Issue链接。例如：关联Issue #000--> https://gitcode.com/cann/runtime/issues/284 ## 测试 <!--描述进行了哪些测试来验证你的改动。包括但不限于二级冒烟、算子泛化等。--> 部分用例执行过程 source /home/developer/Ascend/cann/set_env.sh && export SOC_VERSION=ascend910b3 && export ASCENDC_CMAKE_DIR=/home/developer/Ascend/cann/aarch64-linux/tikcpp/ascendc_kernel_cmake && export ASCEND_INSTALL_PATH=/home/developer/Ascend/cann && cd /mnt/workspace/gitCode/qiang_zq/runtime/example/3_memory_advanced/allocator/0_custom_allocator && rm -rf build && dos2unix run.sh 2>/dev/null || sed -i 's/\\r$//' run.sh && bash run.sh Configuring CMake... -- The C compiler identification is GNU 13.3.0 -- The CXX compiler identification is GNU 13.3.0 -- Detecting C compiler ABI info -- Detecting C compiler ABI info - done -- Check for working C compiler: /usr/bin/cc - skipped -- Detecting C compile features -- Detecting C compile features - done -- Detecting CXX compiler ABI info -- Detecting CXX compiler ABI info - done -- Check for working CXX compiler: /usr/bin/c++ - skipped -- Detecting CXX compile features -- Detecting CXX compile features - done -- Configuring done -- Generating done -- Build files have been written to: /mnt/workspace/gitCode/qiang_zq/runtime/example/3_memory_advanced/allocator/0_custom_allocator/build Building... [ 50%] Building CXX object CMakeFiles/main.dir/main.cpp.o [100%] Linking CXX executable main [100%] Built target main Build completed successfully! Executable location: /mnt/workspace/gitCode/qiang_zq/runtime/example/3_memory_advanced/allocator/0_custom_allocator/build/main Run the sample: ./build/main ./build/main [INFO] CustomAlloc size=256 [INFO] CustomAllocAdvise size=128 [INFO] CustomAlloc size=128 [INFO] CustomFree invoked [INFO] CustomFree invoked [INFO] Allocator desc queried: descOut=0xaaaabd6a3780 allocCount=2 freeCount=2 用例执行报告 0_quickstart (3/3) ✅ ✅ 0_hello_cann ✅ 1_error_handling ✅ 2_system_info 1_basic_features (23/23) ✅ ✅ device/0_device_normal ✅ device/1_device_multi_thread ✅ device/2_device_P2P ✅ event/0_event_status ✅ event/1_event_timestamp ✅ memory/0_h2h_memory_copy ✅ memory/10_ipc_memory_withpid ✅ memory/11_ipc_memory_withoutpid ✅ memory/1_h2d_sync_memory_copy ✅ memory/2_h2d_async_memory_copy ✅ memory/3_d2h_sync_memory_copy ✅ memory/4_d2h_async_memory_copy ✅ memory/5_d2d_sync_memory_copy ✅ memory/6_d2d_async_memory_copy ✅ memory/7_physical_memory_sharing_withpid ✅ memory/8_physical_memory_sharing_withoutpid ✅ memory/9_multistream_sync_memory ✅ stream/0_simple_stream ✅ stream/1_stream_with_failure_mode ✅ stream/2_multi_stream 2_advanced_features (17/17) ✅ ✅ built_in_task/0_reduce_task ✅ built_in_task/1_random_num_task ✅ callback/0_simple_callback ✅ callback/1_callback_hostfunc ✅ callback/2_callback_exception ✅ group/0_compute_group ✅ kernel/0_launch_kernel ✅ kernel/1_launch_kernel_with_reslimit ✅ label/0_simple_label ✅ model_ri/0_simple_model ✅ model_ri/1_model_update ✅ model_ri/2_model_switch ✅ notify/0_ipc_notify_withpid ✅ notify/1_ipc_notify_withoutpid ✅ notify/2_cntnotify ✅ tdt_buffer/0_shared_buffer ✅ tdt_channel/0_simple_channel ✅ tdt_channel/1_channel_capacity ✅ tdt_queue/0_simple_queue ✅ tdt_queue/1_queue_route ✅ tdt_queue/2_queue_grant_attach 3_memory_advanced (1/1) ✅ ✅ allocator/0_custom_allocator 4_reliability (2/2) ✅ ✅ overflow_detection/0_overflow_detection ✅ snapshot/0_snapshot_management 5_performance (6/6) ✅ ✅ adump/0_adump_args ✅ adump/1_adump_callback ✅ adump/2_model_dump_config ✅ profiling/0_create_config ✅ profiling/1_msproftx ✅ profiling/2_subscribe_model ## 文档更新 <!--如果这个PR包含文档的更新，请在这里指出。例如：更新了README.md文件。--> docs/02_dev_guide/初始化.md example/*.md ## 类型标签 <!-- [x] 表示选中 --> - [ ] Bug修复 - [x] 新特性 - [ ] 性能优化 - [x] 文档更新 - [ ] 其他，请描述： See merge request: cann/runtime!1163
6 个月前
run.sh
优化example目录结构易用性及补充用例 Co-authored-by: qiang_zq<qiang.zhangqiang@huawei.com> # message auto-generated for no-merge-commit merge: !1163 merge sample into master 优化example目录结构易用性及补充用例 Created-by: qiang_zq Commit-by: qiang_zq Merged-by: cann-robot Description: ## 描述 <!--在这里详细描述你的改动，包括改动的原因和所采取的方法。--> 1、example 目录结构优化，按学习阶段重新组织目录结构(0_quickstart ~ 6_scenarios) 2、补充部分API的example用例 ## 关联的Issue <!-- 如果这个PR是为了解决特定的Issue，请在这里提供Issue链接。例如：关联Issue #000--> https://gitcode.com/cann/runtime/issues/284 ## 测试 <!--描述进行了哪些测试来验证你的改动。包括但不限于二级冒烟、算子泛化等。--> 部分用例执行过程 source /home/developer/Ascend/cann/set_env.sh && export SOC_VERSION=ascend910b3 && export ASCENDC_CMAKE_DIR=/home/developer/Ascend/cann/aarch64-linux/tikcpp/ascendc_kernel_cmake && export ASCEND_INSTALL_PATH=/home/developer/Ascend/cann && cd /mnt/workspace/gitCode/qiang_zq/runtime/example/3_memory_advanced/allocator/0_custom_allocator && rm -rf build && dos2unix run.sh 2>/dev/null || sed -i 's/\\r$//' run.sh && bash run.sh Configuring CMake... -- The C compiler identification is GNU 13.3.0 -- The CXX compiler identification is GNU 13.3.0 -- Detecting C compiler ABI info -- Detecting C compiler ABI info - done -- Check for working C compiler: /usr/bin/cc - skipped -- Detecting C compile features -- Detecting C compile features - done -- Detecting CXX compiler ABI info -- Detecting CXX compiler ABI info - done -- Check for working CXX compiler: /usr/bin/c++ - skipped -- Detecting CXX compile features -- Detecting CXX compile features - done -- Configuring done -- Generating done -- Build files have been written to: /mnt/workspace/gitCode/qiang_zq/runtime/example/3_memory_advanced/allocator/0_custom_allocator/build Building... [ 50%] Building CXX object CMakeFiles/main.dir/main.cpp.o [100%] Linking CXX executable main [100%] Built target main Build completed successfully! Executable location: /mnt/workspace/gitCode/qiang_zq/runtime/example/3_memory_advanced/allocator/0_custom_allocator/build/main Run the sample: ./build/main ./build/main [INFO] CustomAlloc size=256 [INFO] CustomAllocAdvise size=128 [INFO] CustomAlloc size=128 [INFO] CustomFree invoked [INFO] CustomFree invoked [INFO] Allocator desc queried: descOut=0xaaaabd6a3780 allocCount=2 freeCount=2 用例执行报告 0_quickstart (3/3) ✅ ✅ 0_hello_cann ✅ 1_error_handling ✅ 2_system_info 1_basic_features (23/23) ✅ ✅ device/0_device_normal ✅ device/1_device_multi_thread ✅ device/2_device_P2P ✅ event/0_event_status ✅ event/1_event_timestamp ✅ memory/0_h2h_memory_copy ✅ memory/10_ipc_memory_withpid ✅ memory/11_ipc_memory_withoutpid ✅ memory/1_h2d_sync_memory_copy ✅ memory/2_h2d_async_memory_copy ✅ memory/3_d2h_sync_memory_copy ✅ memory/4_d2h_async_memory_copy ✅ memory/5_d2d_sync_memory_copy ✅ memory/6_d2d_async_memory_copy ✅ memory/7_physical_memory_sharing_withpid ✅ memory/8_physical_memory_sharing_withoutpid ✅ memory/9_multistream_sync_memory ✅ stream/0_simple_stream ✅ stream/1_stream_with_failure_mode ✅ stream/2_multi_stream 2_advanced_features (17/17) ✅ ✅ built_in_task/0_reduce_task ✅ built_in_task/1_random_num_task ✅ callback/0_simple_callback ✅ callback/1_callback_hostfunc ✅ callback/2_callback_exception ✅ group/0_compute_group ✅ kernel/0_launch_kernel ✅ kernel/1_launch_kernel_with_reslimit ✅ label/0_simple_label ✅ model_ri/0_simple_model ✅ model_ri/1_model_update ✅ model_ri/2_model_switch ✅ notify/0_ipc_notify_withpid ✅ notify/1_ipc_notify_withoutpid ✅ notify/2_cntnotify ✅ tdt_buffer/0_shared_buffer ✅ tdt_channel/0_simple_channel ✅ tdt_channel/1_channel_capacity ✅ tdt_queue/0_simple_queue ✅ tdt_queue/1_queue_route ✅ tdt_queue/2_queue_grant_attach 3_memory_advanced (1/1) ✅ ✅ allocator/0_custom_allocator 4_reliability (2/2) ✅ ✅ overflow_detection/0_overflow_detection ✅ snapshot/0_snapshot_management 5_performance (6/6) ✅ ✅ adump/0_adump_args ✅ adump/1_adump_callback ✅ adump/2_model_dump_config ✅ profiling/0_create_config ✅ profiling/1_msproftx ✅ profiling/2_subscribe_model ## 文档更新 <!--如果这个PR包含文档的更新，请在这里指出。例如：更新了README.md文件。--> docs/02_dev_guide/初始化.md example/*.md ## 类型标签 <!-- [x] 表示选中 --> - [ ] Bug修复 - [x] 新特性 - [ ] 性能优化 - [x] 文档更新 - [ ] 其他，请描述： See merge request: cann/runtime!1163
6 个月前
README

0_launch_kernel

描述

本样例展示了如何基于Launch Kernel方式加载与执行Add算子。

产品支持情况

本样例在以下产品上的支持情况如下：

产品 是否支持
Atlas A3 训练系列产品/Atlas A3 推理系列产品 √
Atlas A2 训练系列产品/Atlas A2 推理系列产品 √

编译运行

1.设置环境变量。

# ${install_root} 替换为 CANN 安装根目录，默认安装在`/usr/local/Ascend`目录
source ${install_root}/cann/set_env.sh
export ASCEND_INSTALL_PATH=${install_root}/cann

# ${ascend_name} 替换为昇腾AI处理器的型号，可通过 npu-smi info 查看 Name 字段并去掉空格获得，例如 ascend910b3
export SOC_VERSION=${ascend_name}

# 部分样例中涉及调用AscendC算子，需配置AscendC编译器ascendc.cmake所在的路径，如 ${install_root}/cann/aarch64-linux/tikcpp/ascendc_kernel_cmake
# 可在CANN包安装路径下查找ascendc_kernel_cmake，例如find ./ -name ascendc_kernel_cmake，并将${cmake_path}替换为ascendc_kernel_cmake所在路径
export ASCENDC_CMAKE_DIR=${cmake_path}

2.下载样例代码并上传至安装CANN软件的环境，切换到样例目录。

cd ${git_clone_path}/example/2_advanced_features/kernel/0_launch_kernel

3.执行以下命令运行样例。

# 当前用例依赖 numpy 模块，运行时会检查该模块是否存在，如存在则导入，不存在则安装该模块。
# bash run.sh -r <mode> ，mode 参数可以选 simple和placeholder。若不指定直接执行 bash run.sh 运行样例，则使用simple 模式。
bash run.sh -r simple

mode可选simple和placeholder两种模式： 1. simple模式 指指针类型参数，其值为Device内存地址。一般来说，算子的输入、输出是该种类型的参数，用户需提前调用Device内存申请接口（例如aclrtMalloc接口）申请内存，并自行拷贝数据至Device侧。 2. placeholder模式 也是指针类型参数，但区别在于，用户无需手动将参数数据复制到Device，这项操作由Runtime完成。在追加参数时Runtime并不会填写真实的Device地址，而是在Launch Kernel时才会刷新为真实的Device地址，所以称之为placeholder。

CANN RUNTIME API

在该Sample中，涉及的关键功能点及其关键接口，如下所示：

  • 初始化
    • 调用aclInit接口初始化AscendCL配置。
    • 调用aclFinalize接口实现AscendCL去初始化。
  • Device管理
    • 调用aclrtSetDevice接口指定用于运算的Device。
    • 调用aclrtResetDeviceForce接口强制复位当前运算的Device，回收Device上的资源。
  • Stream管理
    • 调用aclrtCreateStream接口创建Stream。
    • 调用aclrtDestroyStreamForce接口强制销毁Stream，丢弃所有任务。
    • 调用aclrtSynchronizeStream可以阻塞等待Stream上任务的完成。
  • 内存管理
    • 调用aclrtMallocHost接口申请Host上的内存。
    • 调用aclrtMalloc接口申请Device上的内存。
    • 调用aclrtFreeHost接口释放Host上的内存。
    • 调用aclrtFree接口释放Device上的内存。
  • 数据传输
    • 调用aclrtMemcpy接口通过内存复制的方式实现Host与Device间的数据传输。
  • Kernel加载与执行
    • 调用aclrtBinaryLoadFromFile从文件加载并解析算子二进制文件。
    • 调用aclrtBinaryGetFunction获取核函数句柄。
    • 调用aclrtKernelArgsInit根据核函数句柄初始化参数列表，并获取标识参数列表的句柄。
    • 调用aclrtKernelArgsAppend将用户设置的参数值追加拷贝到argsHandle指向的参数数据区域。
    • 调用aclrtKernelArgsAppendPlaceHolder对于placeholder参数，调用本接口占位。
    • 调用aclrtKernelArgsGetPlaceHolderBuffer根据用户指定的内存大小，获取paramHandle占位符指向的内存地址。
    • 调用aclrtKernelArgsFinalize标识参数组装完毕。
    • 调用aclrtLaunchKernelWithConfig指定任务下发的配置信息，并启动对应算子的计算任务。
    • 调用aclrtBinaryUnLoad卸载算子二进制文件。

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