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【PR】: 优化kernel部分sample Co-authored-by: huyan<huyan.huyan@huawei.com> # message auto-generated for no-merge-commit merge: !2618 merge optimize_sample into master 【PR】: 优化kernel部分sample Created-by: gcw_SEsx4RFE Commit-by: huyan Merged-by: cann-robot Description: # Pull Request ## 描述 请清晰准确地描述本次 Pull Request 的意图和变更内容。 ## 变更类型 请选择本次引入的变更类型： <!-- [x] 表示选中 --> - [ ] 🐛 Bug 修复 - [ ] ✨ 新功能 - [x] 💄 代码风格更新（格式化，局部变量） - [x] ♻️ 重构（既不修复错误也不增加功能的代码变动） - [ ] 📦 构建过程或辅助工具的变动 - [ ] 📝 文档内容更新 ## 关联的Issue <!-- 如果这个PR是为了解决特定的Issue，请在当前页面的右侧'关联Issue'部分添加相应Issue链接，并勾选'合并后关闭已关联的 Issue'选项。 --> ## 如何测试 描述测试此变更的步骤和前提条件： 1. 2. ## 核对清单 <!-- [x] 表示选中 --> - [ ] 我的代码遵循了项目的代码风格 - [ ] 我已对代码进行了自测 - [ ] 我已更新了相关的文档 - [ ] 我在标题中使用了合适的类型标签（如： feat:, fix:） - [ ] 我已经详细阅读了贡献指南（CONTRIBUTING.md），并遵守了其中的所有规定，包括但不限于commit message的格式、无效commit的合并等 ## 其他信息 在此添加任何其他关于本次 PR 的说明。 See merge request: cann/runtime!2618 | 1 个月前 | |
【PR】: 优化kernel部分sample Co-authored-by: huyan<huyan.huyan@huawei.com> # message auto-generated for no-merge-commit merge: !2618 merge optimize_sample into master 【PR】: 优化kernel部分sample Created-by: gcw_SEsx4RFE Commit-by: huyan Merged-by: cann-robot Description: # Pull Request ## 描述 请清晰准确地描述本次 Pull Request 的意图和变更内容。 ## 变更类型 请选择本次引入的变更类型： <!-- [x] 表示选中 --> - [ ] 🐛 Bug 修复 - [ ] ✨ 新功能 - [x] 💄 代码风格更新（格式化，局部变量） - [x] ♻️ 重构（既不修复错误也不增加功能的代码变动） - [ ] 📦 构建过程或辅助工具的变动 - [ ] 📝 文档内容更新 ## 关联的Issue <!-- 如果这个PR是为了解决特定的Issue，请在当前页面的右侧'关联Issue'部分添加相应Issue链接，并勾选'合并后关闭已关联的 Issue'选项。 --> ## 如何测试 描述测试此变更的步骤和前提条件： 1. 2. ## 核对清单 <!-- [x] 表示选中 --> - [ ] 我的代码遵循了项目的代码风格 - [ ] 我已对代码进行了自测 - [ ] 我已更新了相关的文档 - [ ] 我在标题中使用了合适的类型标签（如： feat:, fix:） - [ ] 我已经详细阅读了贡献指南（CONTRIBUTING.md），并遵守了其中的所有规定，包括但不限于commit message的格式、无效commit的合并等 ## 其他信息 在此添加任何其他关于本次 PR 的说明。 See merge request: cann/runtime!2618 | 1 个月前 | |
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 | 4 个月前 | |
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 | 4 个月前 | |
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 | 4 个月前 |
kernel
本目录聚焦 Kernel 加载、参数组织、执行与资源限制能力。
样例列表
- 0_launch_kernel：演示 Kernel 二进制加载、参数组装和执行。
- 1_launch_kernel_with_reslimit：演示在 Device 资源限制下的 Kernel 执行。