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attention/ffn的aicpu算子提供torch_npu._afd的调用方式 Co-authored-by: panweicheng<panweicheng@huawei.com> # message auto-generated for no-merge-commit merge: !28845 merge master into master attention/ffn的aicpu算子提供torch_npu._afd的调用方式 Created-by: pwc10490 Commit-by: panweicheng Merged-by: ascend-robot Description: <!-- Thanks for sending a pull request! --> **What type of PR is this?** > Uncomment only one /kind <> line, hit enter to put that in a new line, and remove leading whitespaces from that line: > > /kind bug > /kind task > /kind feature **What does this PR do / why do we need it**: **Which issue(s) this PR fixes**: <!-- *Automatically closes linked issue when PR is merged. Usage: Fixes #<issue number>, or Fixes (paste link of issue). --> Fixes # **Special notes for your reviewers**: See merge request: Ascend/pytorch!28845 | 7 个月前 | |
add_random_op Co-authored-by: sunhaolun<sunhaolun3@huawei.com> # message auto-generated for no-merge-commit merge: !30598 merge master into master add_random_op Created-by: sunhaolun Commit-by: sunhaolun Merged-by: ascend-robot Description: <!-- PR描述模板更新日期:20260203 --> # 【合入来源】 > (如有)请关联需求文档/issue链接 - [x] 需求 - [ ] 问题单 - [ ] issue/工单 - [ ] 重构优化 - [ ] 资料更新 # 【修改方案】 通过对原生rng实现代码打patch的方法注册npu设备的实现。主要主要针对\torch\_prims\rng_prims.py 中的philox_rand_offset,philox_rand_offset_meta,register_philox_rand,register_run_and_save_rng_state_op,register_run_with_rng_state_op这些代码。其中_philox_rand 此函数原生调用中不传入设备类型,修改为传入设备npu。 # 【资料变更】 不涉及 # 【接口变更】 不涉及 # 【功能验证】 编写UT进行测试,可以保证在固定随机种子的情况下eager,inductor可以得到相同的结果(如有需要可提供截图) # 【CheckList】 > PR提交人对以下CheckList自检项进行全量自检,自检通过或不涉及,均修改 [ ] 为 [x] - [x] 代码注释完备,正确记录错误日志 - [x] 代码实现进行了返回值、空指针等校验 - [x] PR标题正确使用类型标签,如:feat、fix、refactor、docs、test等 - [x] PR持续集成流水线(CI)执行通过,代码检查无异常 See merge request: Ascend/pytorch!30598 | 6 个月前 | |
HOST内存统计API对齐社区 Co-authored-by: luanchaowei<luanchaowei3@huawei.com> # message auto-generated for no-merge-commit merge: !29057 merge master into master HOST内存统计API对齐社区 Created-by: luanchaowei Commit-by: luanchaowei Merged-by: ascend-robot Description: <!-- Thanks for sending a pull request! --> **What type of PR is this?** > Uncomment only one /kind <> line, hit enter to put that in a new line, and remove leading whitespaces from that line: > > /kind bug > /kind task > /kind feature **What does this PR do / why do we need it**: 1.torch_npu.npu. empty_pin_memory_cache()更名为torch_npu.npu.host_empty_cache() 2.torch_npu.npu.pin_memory_stats()更名为torch_npu.npu.host_memory_stats() 3.删除torch_npu.npu.pin_memory_allocated()和torch_npu.npu.pin_memory_reserved() 4.补齐torch_npu.npu.host_memory_stats()其他指标 5.新增 torch_npu.npu.host_memory_stats_as_nested_dict() torch_npu.npu.reset_accumulated_host_memory_stats() torch_npu.npu. reset_peak_host_memory_stats() **Which issue(s) this PR fixes**: <!-- *Automatically closes linked issue when PR is merged. Usage: Fixes #<issue number>, or Fixes (paste link of issue). --> Fixes # **Special notes for your reviewers**: See merge request: Ascend/pytorch!29057 | 7 个月前 | |
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[feat] add env TORCH_TRANSFER_TO_NPU Co-authored-by: liujunzhu<liujunzhu@huawei.com> # message auto-generated for no-merge-commit merge: !30824 merge master into master [feat] add env TORCH_TRANSFER_TO_NPU Created-by: liujunzhu Commit-by: liujunzhu Merged-by: ascend-robot Description: <!-- PR描述模板更新日期:20260203 --> # 【合入来源】 > (如有)请关联需求文档/issue链接 - [x] 需求 - [ ] 问题单 - [ ] issue/工单 - [ ] 重构优化 - [ ] 资料更新 # 【修改方案】 > 请描述修改内容的具体实现,涉及哪些组件之间进行交互,可以用1、2、3、...进行罗列\ > 如果是需求或者重构类的PR,需要补充详细设计文档(说明上下游组件关系、时序图、类图、DFX能力等内容) 支持通过环境变量 TORCH_TRANSFER_TO_NPU使能transfer_to_npu。 设置环境变量TORCH_TRANSFER_TO_NPU为1时(取值为0或1),在import torch_npu时自动执行from torch_npu.contrib import transfer_to_npu,方便Torch CUDA脚本无缝迁移到NPU。 # 【资料变更】 > 请确认是否涉及资料变更。如涉及,需要在PR中体现,并简要说明修改内容。如不涉及,需填写“不涉及” 涉及资料变更,资料中需描述TORCH_TRANSFER_TO_NPU的功能和用法,本pr不涉及资料修改,后续单独提交资料修改的pr。 # 【接口变更】 > 请确认是否涉及跨代码仓或者客户面可见的接口变更。如涉及,需要详细说明接口以及对应的变更内容,同时需要在资料中体现。如不涉及,需填写“不涉及” 新增环境变量TORCH_TRANSFER_TO_NPU,取值为0或1,默认为0,设置为1时支持cuda接口到npu的转换。 # 【功能验证】 > 说明测试场景,测试方法。如果本次测试方式与常规单元测试不同,请详细说明您的测试步骤\ > 新增/变更内容是否已新增/适配UT测试用例看护,并补充测试自验证截图 PR已附带大量验证用例。 # 【CheckList】 > PR提交人对以下CheckList自检项进行全量自检,自检通过或不涉及,均修改 [ ] 为 [x] - [x] 代码注释完备,正确记录错误日志 - [x] 代码实现进行了返回值、空指针等校验 - [x] PR标题正确使用类型标签,如:feat、fix、refactor、docs、test等 - [x] PR持续集成流水线(CI)执行通过,代码检查无异常 See merge request: Ascend/pytorch!30824 | 6 个月前 | |
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[fa_v3]skip cpu check, register_sharding for npu_fusion_attention_v3 Co-authored-by: wangchao430<wangchao430@huawei.com> # message auto-generated for no-merge-commit merge: !30860 merge v2.99.0_fav3 into master [fa_v3]skip cpu check, register_sharding for npu_fusion_attention_v3 Created-by: wangchao430 Commit-by: wangchao430 Merged-by: ascend-robot Description: <!-- PR描述模板更新日期:20260203 --> # 【合入来源】 > <font color="red">**如有社区issue,请关联issue链接**</font>\ > <font color="red">**请勿携带内部流程信息(需求链接、问题单、内部issue等)**</font> - [x] 需求 - [ ] 问题单 - [ ] issue/工单 - [ ] 重构优化 - [ ] 资料更新 # 【修改方案】 1. torch_npu.npu_fusion_attention_v3适配支持DTensor策略注册。 2. graph_tree中支持根据torch_npu.\_inductor.config.npugraph_trees.disable_cpu_input_check配置开启时跳过cpu Tensor的相关检测,从而支持torch_npu.npu_fusion_attention_v3入graph_tree # 【资料变更】 不涉及 # 【接口变更】 不涉及 # 【功能验证】 新增DTensor测试用例 # 【CheckList】 > PR提交人对以下CheckList自检项进行全量自检,自检通过或不涉及,均修改 [ ] 为 [x] - [x] 代码注释完备,正确记录错误日志 - [x] 代码实现进行了返回值、空指针等校验 - [x] PR标题正确使用类型标签,如:feat、fix、refactor、docs、test等 - [x] PR持续集成流水线(CI)执行通过,代码检查无异常 See merge request: Ascend/pytorch!30860 | 6 个月前 | |
fix: process compile_fx options Co-authored-by: xuzhenhua2025<xuzhenhua4@huawei.com> # message auto-generated for no-merge-commit merge: !30806 merge master into master fix: process compile_fx options Created-by: xuzhenhua2025 Commit-by: xuzhenhua2025 Merged-by: ascend-robot Description: <!-- PR描述模板更新日期:20260203 --> # 【合入来源】 - [ ] 需求 - [x] 问题单 - [ ] issue/工单 - [ ] 重构优化 - [ ] 资料更新 # 【修改方案】 对compile_fx接口options字典参数空值进行处理,并补充用例。 # 【资料变更】 不涉及 # 【接口变更】 不涉及 # 【功能验证】 在test/dynamo/test_npugraph_ex.py中test_compile_fx用例增加options传参测试方法并用ut验证 [2026/02/11 20:49:48.865 GMT+08:00] ***** Total result: [2026/02/11 20:49:48.865 GMT+08:00] exec ut dynamo/test_npugraph_ex success. # 【CheckList】 - [x] 代码注释完备,正确记录错误日志 - [x] 代码实现进行了返回值、空指针等校验 - [x] PR标题正确使用类型标签,如:feat、fix、refactor、docs、test等 - [x] PR持续集成流水线(CI)执行通过,代码检查无异常 See merge request: Ascend/pytorch!30806 | 6 个月前 | |
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test(nn): add CPU/NPU alignment test for UninitializedParameter.cls_to_become Co-authored-by: dinglaiping<1016581171@qq.com> # message auto-generated for no-merge-commit merge: !29197 merge test-uninitialized-parameter-cls-to-become into master test(nn): add test for UninitializedParameter.cls_to_become Created-by: dinglaiping Commit-by: dinglaiping Merged-by: ascend-robot Description: <!-- Thanks for sending a pull request! --> **What type of PR is this?** > Uncomment only one /kind <> line, hit enter to put that in a new line, and remove leading whitespaces from that line: > /kind task > /kind bug > /kind feature **What does this PR do / why do we need it**: 1. 新增测试文件 test/nn/test_uninitialized_parameter_cls_to_become.py,补充 API torch.nn.parameter.UninitializedParameter.cls_to_become 的功能测试用例; 2. 官方测试仅覆盖 UninitializedParameter 基础功能,未对 cls_to_become 核心属性做功能验证,本PR补充该属性的专项测试,确保昇腾NPU环境下该API功能符合预期。 **Which issue(s) this PR fixes**: <!-- *Automatically closes linked issue when PR is merged. Usage: Fixes #<issue number>, or Fixes (paste link of issue). --> Fixes # **Special notes for your reviewers**: 1. 测试文件路径:test/nn/test_uninitialized_parameter_cls_to_become.py; 2. 本地验证结果:昇腾NPU设备0上,cls_to_become 的核心功能验证通过; 3. 命名规范:测试文件命名符合 torch-npu 仓库规范(test_ 开头+核心关键词),文件内添加完整API名称、测试维度注释,便于后续检索和维护。 See merge request: Ascend/pytorch!29197 | 7 个月前 | |
[test] pin_memory support PCIE_through HVA UT Co-authored-by: geyi<geyi2@huawei.com> # message auto-generated for no-merge-commit merge: !30725 merge cherry-pick-mr-30721-1770704964193-auto into master [test] pin_memory support PCIE_through HVA UT Created-by: gleaming-spark Commit-by: geyi Merged-by: ascend-robot Description: <!-- PR描述模板更新日期:20260203 --> # 【合入来源】 > (如有)请关联需求文档/issue链接 - [x] 需求 - [ ] 问题单 - [ ] issue/工单 - [ ] 重构优化 - [ ] 资料更新 # 【修改方案】 > 请描述修改内容的具体实现,涉及哪些组件之间进行交互,可以用1、2、3、...进行罗列\ > 如果是需求或者重构类的PR,需要补充详细设计文档(说明上下游组件关系、时序图、类图、DFX能力等内容) 不涉及,仅补充UT # 【资料变更】 > 请确认是否涉及资料变更。如涉及,需要在PR中体现,并简要说明修改内容。如不涉及,需填写“不涉及” 不涉及 # 【接口变更】 > 请确认是否涉及跨代码仓或者客户面可见的接口变更。如涉及,需要详细说明接口以及对应的变更内容,同时需要在资料中体现。如不涉及,需填写“不涉及” 不涉及 # 【功能验证】 > 说明测试场景,测试方法。如果本次测试方式与常规单元测试不同,请详细说明您的测试步骤\ > 新增/变更内容是否已新增/适配UT测试用例看护,并补充测试自验证截图 环境变量设置为os.environ["PYTORCH_NPU_ALLOC_CONF"] = "pinned_mem_register:True"后,测试pin_memory功能是否正常 # 【CheckList】 > PR提交人对以下CheckList自检项进行全量自检,自检通过或不涉及,均修改 [ ] 为 [x] - [x] 代码注释完备,正确记录错误日志 - [x] 代码实现进行了返回值、空指针等校验 - [x] PR标题正确使用类型标签,如:feat、fix、refactor、docs、test等 - [x] PR持续集成流水线(CI)执行通过,代码检查无异常 See merge request: Ascend/pytorch!30725 | 6 个月前 | |
Fixed failed testcases Co-authored-by: yuhaiyan<yuhaiyan8@huawei.com> # message auto-generated for no-merge-commit merge: !26362 merge cherry-pick-mr-26361-1762514880867-auto into master Fixed failed testcases Created-by: yuhaiyan Commit-by: yuhaiyan Merged-by: ascend-robot Description: <!-- Thanks for sending a pull request! --> **What type of PR is this?** > Uncomment only one /kind <> line, hit enter to put that in a new line, and remove leading whitespaces from that line: > > /kind bug > /kind task > /kind feature **What does this PR do / why do we need it**: **Which issue(s) this PR fixes**: <!-- *Automatically closes linked issue when PR is merged. Usage: Fixes #<issue number>, or Fixes (paste link of issue). --> Fixes # **Special notes for your reviewers**: See merge request: Ascend/pytorch!26362 | 9 个月前 | |
AI assist developer for python DT second batch for master Co-authored-by: deepSeekya<chenzhihan6@huawei.com> # message auto-generated for no-merge-commit merge: !26387 merge master into master AI assist developer for python DT second batch for master Created-by: deepSeekya Commit-by: deepSeekya Merged-by: ascend-robot Description: 【合入说明】 AI辅助研发python dt测试用例生成。 【合入来源】 AI辅助研发需求 dt测试文件覆盖率提升。 See merge request: Ascend/pytorch!26387 | 9 个月前 | |
[profiler-master]profiler添加解析完成标志文件&level1场景支持aicore_none开关 Co-authored-by: yu-liang-bin<y1416490440@163.com> # message auto-generated for no-merge-commit merge: !29800 merge feature-profiler into master [profiler-master]profiler添加解析完成标志文件&level1场景支持aicore_none开关 Created-by: yu_liangbin Commit-by: yu-liang-bin Merged-by: ascend-robot Description: <!-- Thanks for sending a pull request! --> **What type of PR is this?** > Uncomment only one /kind <> line, hit enter to put that in a new line, and remove leading whitespaces from that line: > > /kind bug > /kind task > /kind feature **What does this PR do / why do we need it**: 1. profiler解析完成后只有日志打屏,华为云用户需要一个解析完成的文件来确定是否解析完成; 2. profiler level1/level2场景下aicore_metrics默认值为pipeutilization, level1/level2场景下也应该支持不采集aicore_metrics数据; **Which issue(s) this PR fixes**: 1. 添加profiler解析完成标志文件; 2. profiler level1/level2场景下aicore_metrics能支持不采集aicore_metrics数据; 3. 补充生成解析完成标志文件的UT 验证结果: 测试用例全部通过:  <!-- *Automatically closes linked issue when PR is merged. Usage: Fixes #<issue number>, or Fixes (paste link of issue). --> Fixes # **Special notes for your reviewers**: See merge request: Ascend/pytorch!29800 | 7 个月前 | |
AI assist developer for python dt master Co-authored-by: aksksks<mengzichao@h-partners.com> # message auto-generated for no-merge-commit merge: !26538 merge master into master AI assist developer for python dt master Created-by: aksksks Commit-by: aksksks Merged-by: ascend-robot Description: <!-- Thanks for sending a pull request! --> **What type of PR is this?** > Uncomment only one /kind <> line, hit enter to put that in a new line, and remove leading whitespaces from that line: > > /kind bug > /kind task > /kind feature **What does this PR do / why do we need it**: **Which issue(s) this PR fixes**: <!-- *Automatically closes linked issue when PR is merged. Usage: Fixes #<issue number>, or Fixes (paste link of issue). --> Fixes # **Special notes for your reviewers**: See merge request: Ascend/pytorch!26538 | 9 个月前 | |
Fixed failed tests Co-authored-by: yuhaiyan<yuhaiyan8@huawei.com> # message auto-generated for no-merge-commit merge: !26323 merge cherry-pick-mr-26322-1762427574308-auto into master Fixed failed tests Created-by: yuhaiyan Commit-by: yuhaiyan Merged-by: ascend-robot Description: <!-- Thanks for sending a pull request! --> **What type of PR is this?** > Uncomment only one /kind <> line, hit enter to put that in a new line, and remove leading whitespaces from that line: > > /kind bug > /kind task > /kind feature **What does this PR do / why do we need it**: **Which issue(s) this PR fixes**: <!-- *Automatically closes linked issue when PR is merged. Usage: Fixes #<issue number>, or Fixes (paste link of issue). --> Fixes # **Special notes for your reviewers**: See merge request: Ascend/pytorch!26323 | 9 个月前 | |
fix bug of storage.cpu Co-authored-by: huangyunlong2022<huangyunlong4@h-partners.com> # message auto-generated for no-merge-commit merge: !27555 merge 2.10st into master fix bug of storage.cpu Created-by: huangyunlong2022 Commit-by: huangyunlong2022 Merged-by: ascend-robot Description: <!-- Thanks for sending a pull request! --> **What type of PR is this?** > Uncomment only one /kind <> line, hit enter to put that in a new line, and remove leading whitespaces from that line: > > /kind bug > /kind task > /kind feature **What does this PR do / why do we need it**: **Which issue(s) this PR fixes**: <!-- *Automatically closes linked issue when PR is merged. Usage: Fixes #<issue number>, or Fixes (paste link of issue). --> Fixes # **Special notes for your reviewers**: See merge request: Ascend/pytorch!27555 | 8 个月前 | |
add TORCH_NPU_LOGS_FILTER Co-authored-by: nomiz<1606135114@qq.com> # message auto-generated for no-merge-commit merge: !30445 merge master into master add TORCH_NPU_LOGS_FILTER Created-by: nomiz Commit-by: nomiz Merged-by: ascend-robot Description: <!-- PR描述模板更新日期:20260203 --> # 【合入来源】 > (如有)请关联需求文档/issue链接 - [x] 需求 - [ ] 问题单 - [ ] issue/工单 - [ ] 重构优化 - [ ] 资料更新 # 【修改方案】 > 请描述修改内容的具体实现,涉及哪些组件之间进行交互,可以用1、2、3、...进行罗列\ > 如果是需求或者重构类的PR,需要补充详细设计文档(说明上下游组件关系、时序图、类图、DFX能力等内容) 新增环境变量TORCH_NPU_LOGS_FILTER,对日志进行过滤 实现黑白名单功能 “+”: 只打印白名单内容;“-”:不打印黑名单内容,其他保留; 无该环境变量:全部打印 LogContext.cpp 新增环境变量解析和过滤逻辑 Logger.cpp 日志打印前实现过滤 # 【资料变更】 > 请确认是否涉及资料变更。如涉及,需要在PR中体现,并简要说明修改内容。如不涉及,需填写“不涉及” # 【接口变更】 > 请确认是否涉及跨代码仓或者客户面可见的接口变更。如涉及,需要详细说明接口以及对应的变更内容,同时需要在资料中体现。如不涉及,需填写“不涉及” # 【功能验证】 > 说明测试场景,测试方法。如果本次测试方式与常规单元测试不同,请详细说明您的测试步骤\ > 新增/变更内容是否已新增/适配UT测试用例看护,并补充测试自验证截图 新增环境变量已新增UT测试用例  # 【CheckList】 > PR提交人对以下CheckList自检项进行全量自检,自检通过或不涉及,均修改 [ ] 为 [x] - [ ] 代码注释完备,正确记录错误日志 - [ ] 代码实现进行了返回值、空指针等校验 - [ ] PR标题正确使用类型标签,如:feat、fix、refactor、docs、test等 - [ ] PR持续集成流水线(CI)执行通过,代码检查无异常 See merge request: Ascend/pytorch!30445 | 6 个月前 | |
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update torchair public case Co-authored-by: guanlongfeng<guanlongfeng1@huawei.com> # message auto-generated for no-merge-commit merge: !29409 merge torchair_ci into master update torchair public case Created-by: glf2016 Commit-by: guanlongfeng Merged-by: ascend-robot Description: <!-- Thanks for sending a pull request! --> **What type of PR is this?** > Uncomment only one /kind <> line, hit enter to put that in a new line, and remove leading whitespaces from that line: > > /kind bug > /kind task > /kind feature **What does this PR do / why do we need it**: **Which issue(s) this PR fixes**: <!-- *Automatically closes linked issue when PR is merged. Usage: Fixes #<issue number>, or Fixes (paste link of issue). --> Fixes # **Special notes for your reviewers**: See merge request: Ascend/pytorch!29409 | 7 个月前 | |
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Update to v2.11.0 Co-authored-by: dilililiwhy<why.wuhuanyu@huawei.com> # message auto-generated for no-merge-commit merge: !29553 merge main_sync_20260113 into master Update to v2.11.0 Created-by: dilililiwhy Commit-by: dilililiwhy Merged-by: ascend-robot Description: <!-- Thanks for sending a pull request! --> **What type of PR is this?** > Uncomment only one /kind <> line, hit enter to put that in a new line, and remove leading whitespaces from that line: > > /kind bug > /kind task > /kind feature **What does this PR do / why do we need it**: **Which issue(s) this PR fixes**: <!-- *Automatically closes linked issue when PR is merged. Usage: Fixes #<issue number>, or Fixes (paste link of issue). --> Fixes # **Special notes for your reviewers**: See merge request: Ascend/pytorch!29553 | 7 个月前 | |
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add test case for event elapsed_time Co-authored-by: chenkun<chenkun82@huawei.com> # message auto-generated for no-merge-commit merge: !26731 merge master_event_ut into master add test case for event elapsed_time Created-by: kuhn7 Commit-by: chenkun Merged-by: ascend-robot Description: <!-- Thanks for sending a pull request! --> **What type of PR is this?** > Uncomment only one /kind <> line, hit enter to put that in a new line, and remove leading whitespaces from that line: > > /kind bug > /kind task > /kind feature **What does this PR do / why do we need it**: **Which issue(s) this PR fixes**: <!-- *Automatically closes linked issue when PR is merged. Usage: Fixes #<issue number>, or Fixes (paste link of issue). --> Fixes # **Special notes for your reviewers**: See merge request: Ascend/pytorch!26731 | 9 个月前 | |
feat(autocast): 支持float32作为自动混合精度计算的数据类型 Co-authored-by: leland17<lileliao@foxmail.com> # message auto-generated for no-merge-commit merge: !30512 merge master into master feat(autocast): 支持float32作为自动混合精度计算的数据类型 Created-by: leland17 Commit-by: leland17 Merged-by: ascend-robot Description: <!-- PR描述模板更新日期:20260203 --> # 【合入来源】 > (如有)请关联需求文档/issue链接 issue:[支持float32作为自动混合精度计算的数据类型](https://gitcode.com/Ascend/pytorch/issues/1537) - [x] 需求 - [ ] 问题单 - [ ] issue/工单 - [ ] 重构优化 - [ ] 资料更新 # 【修改方案】 当前现状with autocast(device="npu", dtype=torch.float32)暂时不支持按照float32的精度获取结果。同liwei有过详细的讨论方案,并且确定了如下的支持思路 在autocast_utils.py中支持float32的数据类型支持。 # 【资料变更】 > 不涉及 # 【接口变更】 > 不涉及 # 【功能验证】 bash cd ${pytorch}/test && python -m unittest test_autocast.TestAutocastNPUfp32 新增4个用例场景,验证暂无问题  整体test_autocast.py的用例执行结果  # 【CheckList】 > PR提交人对以下CheckList自检项进行全量自检,自检通过或不涉及,均修改 [ ] 为 [x] - [x] 代码注释完备,正确记录错误日志 - [x] 代码实现进行了返回值、空指针等校验 - [x] PR标题正确使用类型标签,如:feat、fix、refactor、docs、test等 - [x] PR持续集成流水线(CI)执行通过,代码检查无异常 See merge request: Ascend/pytorch!30512 | 6 个月前 | |
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pta supports to create nested tensor Co-authored-by: chenshuai<chenshuai81@huawei.com> # message auto-generated for no-merge-commit merge: !29723 merge nestedTensor into master pta supports to create nested tensor Created-by: culechan Commit-by: chenshuai Merged-by: ascend-robot Description: <!-- Thanks for sending a pull request! --> **What type of PR is this?** > Uncomment only one /kind <> line, hit enter to put that in a new line, and remove leading whitespaces from that line: > > /kind bug > /kind task > /kind feature **What does this PR do / why do we need it**: **Which issue(s) this PR fixes**: <!-- *Automatically closes linked issue when PR is merged. Usage: Fixes #<issue number>, or Fixes (paste link of issue). --> Fixes # **Special notes for your reviewers**: See merge request: Ascend/pytorch!29723 | 7 个月前 | |
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add torch.npu.memory._set_allocator_settings(only support expandable_segments) and testcases Co-authored-by: zhaoyu<nanzhaogang@qq.com> # message auto-generated for no-merge-commit merge: !25488 merge alloctor into master add torch.npu.memory._set_allocator_settings(only support expandable_segments) and testcases Created-by: zhaoyu65 Commit-by: zhaoyu Merged-by: ascend-robot Description: <!-- Thanks for sending a pull request! --> **What type of PR is this?** > Uncomment only one /kind <> line, hit enter to put that in a new line, and remove leading whitespaces from that line: > /kind feature **What does this PR do / why do we need it**: 1、增加torch_npu.npu.memory.\_set\_allocator\_settings接口,仅支持expandable_segments:True或expandable_segments:False场景。 2、增加对应的测试用例。 **Which issue(s) this PR fixes**: <!-- *Automatically closes linked issue when PR is merged. Usage: Fixes #<issue number>, or Fixes (paste link of issue). --> Fixes # **Special notes for your reviewers**: See merge request: Ascend/pytorch!25488 | 10 个月前 | |
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host allocator support pinned_use_background_threads Co-authored-by: zhaoyu<nanzhaogang@qq.com> # message auto-generated for no-merge-commit merge: !28786 merge background_thread into master host allocator support pinned_use_background_threads Created-by: zhaoyu65 Commit-by: zhaoyu Merged-by: ascend-robot Description: <!-- Thanks for sending a pull request! --> **What type of PR is this?** > Uncomment only one /kind <> line, hit enter to put that in a new line, and remove leading whitespaces from that line: > /kind feature **What does this PR do / why do we need it**: host allocator 支持背景线程 **Which issue(s) this PR fixes**: <!-- *Automatically closes linked issue when PR is merged. Usage: Fixes #<issue number>, or Fixes (paste link of issue). --> Fixes # **Special notes for your reviewers**: See merge request: Ascend/pytorch!28786 | 7 个月前 | |
[bugfix] Add proper handling for view and factory function for csan, and supplement the corresponding test cases. Co-authored-by: chenkun<chenkun82@huawei.com> # message auto-generated for no-merge-commit merge: !26406 merge cherry-pick-mr-26401-1762829831101-auto into master [bugfix] Add proper handling for view and factory function for csan, and supplement the corresponding test cases. Created-by: kuhn7 Commit-by: chenkun Merged-by: ascend-robot Description: **What type of PR is this?** bug **What does this PR do / why do we need it**: 增加 ArgumentHander.parse_input() 缺失的 is_factory 参数, 并补充了相应的看护用例。 **Which issue(s) this PR fixes**: <!-- *Automatically closes linked issue when PR is merged. Usage: Fixes #<issue number>, or Fixes (paste link of issue). --> Fixes # **Special notes for your reviewers**: 开源社区对应改动如下: https://github.com/pytorch/pytorch/commit/c4ed03cea17d2ec9b09427786627bba479f4cb6b See merge request: Ascend/pytorch!26406 | 9 个月前 | |
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Update test_torch.py Co-authored-by: yuhaiyan<yuhaiyan8@huawei.com> # message auto-generated for no-merge-commit merge: !27371 merge master-dev2 into master Update test_torch.py Created-by: yuhaiyan Commit-by: yuhaiyan Merged-by: ascend-robot Description: <!-- Thanks for sending a pull request! --> **What type of PR is this?** > Uncomment only one /kind <> line, hit enter to put that in a new line, and remove leading whitespaces from that line: > > /kind bug > /kind task > /kind feature **What does this PR do / why do we need it**: **Which issue(s) this PR fixes**: <!-- *Automatically closes linked issue when PR is merged. Usage: Fixes #<issue number>, or Fixes (paste link of issue). --> Fixes # **Special notes for your reviewers**: See merge request: Ascend/pytorch!27371 | 8 个月前 | |
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[fix] add _npu_dtype_cast_backward sharding strategy Co-authored-by: zqwenn<zhangqiongwen@huawei.com> # message auto-generated for no-merge-commit merge: merge master_npu_dtype_cast_backsard_register_sharding into master [fix] add _npu_dtype_cast_backward sharding strategy Created-by: zqwenn Commit-by: zqwenn Merged-by: ascend-robot Description: <!-- Thanks for sending a pull request! --> **What type of PR is this?** > Uncomment only one /kind <> line, hit enter to put that in a new line, and remove leading whitespaces from that line: > > /kind bug > /kind task > /kind feature **What does this PR do / why do we need it**: **Which issue(s) this PR fixes**: <!-- *Automatically closes linked issue when PR is merged. Usage: Fixes #<issue number>, or Fixes (paste link of issue). --> Fixes # **Special notes for your reviewers**: See merge request: Ascend/pytorch!25308 | 11 个月前 | |
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Update onnx_test_common.py Co-authored-by: yuhaiyan<yuhaiyan8@huawei.com> # message auto-generated for no-merge-commit merge: merge master-dev1 into master Update onnx_test_common.py Created-by: yuhaiyan Commit-by: yuhaiyan Merged-by: ascend-robot Description: <!-- Thanks for sending a pull request! --> **What type of PR is this?** > Uncomment only one /kind <> line, hit enter to put that in a new line, and remove leading whitespaces from that line: > > /kind bug > /kind task > /kind feature **What does this PR do / why do we need it**: **Which issue(s) this PR fixes**: <!-- *Automatically closes linked issue when PR is merged. Usage: Fixes #<issue number>, or Fixes (paste link of issue). --> Fixes # **Special notes for your reviewers**: See merge request: Ascend/pytorch!25485 | 11 个月前 | |
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[docs] 增加npugraph_ex.register_replacement的scalar_workaround和skip_duplicates参数 Co-authored-by: wangkai<wangkai579@huawei.com> # message auto-generated for no-merge-commit merge: !30531 merge master into master [docs] 增加npugraph_ex.register_replacement的scalar_workaround和skip_duplicates参数 Created-by: mihudan Commit-by: wangkai Merged-by: ascend-robot Description: <!-- PR描述模板更新日期:20260203 --> # 【合入来源】 > (如有)请关联需求文档/issue链接 - [x] 需求 # 【修改方案】 > 请描述修改内容的具体实现,涉及哪些组件之间进行交互,可以用1、2、3、...进行罗列\ > 如果是需求或者重构类的PR,需要补充详细设计文档(说明上下游组件关系、时序图、类图、DFX能力等内容) def register_replacement(search_fn, replace_fn, example_inputs, trace_fn=fwd_only, extra_check=_return_true, search_fn_pattern=None, scalar_workaround=None, skip_duplicates=False): import torchair return torchair.patterns.pattern_pass_manager.register_replacement(search_fn, replace_fn, example_inputs, trace_fn=trace_fn, extra_check=extra_check, search_fn_pattern=search_fn_pattern, scalar_workaround=scalar_workaround, skip_duplicates=skip_duplicates) torchair已增加参数,同步修改即可 # 【资料变更】 > 请确认是否涉及资料变更。如涉及,需要在PR中体现,并简要说明修改内容。如不涉及,需填写“不涉及” 需修改torchair接口资料 # 【接口变更】 > 请确认是否涉及跨代码仓或者客户面可见的接口变更。如涉及,需要详细说明接口以及对应的变更内容,同时需要在资料中体现。如不涉及,需填写“不涉及” 增加npugraph_ex.register_replacament的scalar_workaround和skip_duplicates参数口 # 【功能验证】 > 说明测试场景,测试方法。如果本次测试方式与常规单元测试不同,请详细说明您的测试步骤\ > 新增/变更内容是否已新增/适配UT测试用例看护,并补充测试自验证截图 新增接口在torchair有用例看护,PR:https://gitcode.com/Ascend/torchair/pull/2551 Ran 30 tests in 82.839s OK (skipped=1) # 【CheckList】 > PR提交人对以下CheckList自检项进行全量自检,自检通过或不涉及,均修改 [ ] 为 [x] - [x] 代码注释完备,正确记录错误日志 - [x] 代码实现进行了返回值、空指针等校验 - [x] PR标题正确使用类型标签,如:feat、fix、refactor、docs、test等 - [ ] PR持续集成流水线(CI)执行通过,代码检查无异常 See merge request: Ascend/pytorch!30531 | 6 个月前 | |
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简介
test目录为PTA相关的测试用例。
安装依赖
pip3 install -r requirements.txt
补全脚本
该操作需要联网
cd test
bash get_synchronized_files.sh
通过以上操作,会自动补齐testfiles_synchronized.txt和testfolder_synchronized.txt中的文件或文件夹。
跳过失败用例
export DISABLED_TESTS_FILE=./unsupported_test_cases/.pytorch-disabled-tests.json
如果不是在test目录下运行测试用例,需要传入.pytorch-disabled-tests.json的绝对路径。
执行方式
执行单个测试脚本
运行以test开头的文件。以test_autocast.py为例:
方式一:
python test_autocast.py
方式二:
python run_test.py -i test_autocast
说明:部分以test开头的脚本不是直接运行的脚本,比如jit中的测试脚本是通过test_jit.py执行的。
执行具体的用例
通过-k参数传入具体的用例名。以test_autocast.py为例:
方式一:
python test_autocast.py -v -k test_autocast_nn_fp32
方式二:
python run_test.py -v -i test_autocast -- -k test_autocast_nn_fp32
执行全量UT的方式
# 进入到test目录的上一级
cd ../
运行非分布式全量用例:
python ci/access_control_test.py --all
运行分布式全量用例:
python ci/access_control_test.py --distributed
FAQ
-
报错:"dictionary changed size during interation".
如果python 环境是3.8.1版本,报错在unitest/case.py中,可考虑是sys.modules被修改导致的。第三方包可能会有对sys.modules的修改,比如beartype。 此问题为python 3.8.1版本/3.9.0版本的已知bug,可按照 https://github.com/python/cpython/issues/73806 中修改方式修改,将
for v in sys.modules.values()改为for v in list(sys.modules.values())可用于复现问题的用例:
python test_jit.py -v -k test_annotated_empty_dict -
test_public_bindings.py 用例的功能
该用例是为了校验接口的公开规范性,如果该用例报错,请确认报错的接口是否要公开,并按照报错的提示进行修改。