Add kernel stack traces tlparse dump#160608
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Summary:
as title. We've got request from various parties who are interested in turning on the provenance tracking by default. In this PR, we prepare to turn on part of the provenance tracking that doesn't have too much overhead by default.
- add `basic_provenance_tracking` config. This is defaults to False now, but will be defaults to True to turn on basic provenance tracking
- turn on the following provenance tracking by default when `basic_provenance_tracking`=True
- `set_kernel_post_grad_provenance_tracing` for kernels, this add mapping between triton kernels and post_grad nodes
- `dump_inductor_provenance_info` if we're dumping tlparse log
- `get_graph_provenance_json` and dump `reate_mapping_pre_post_grad_nodes`. This creates mapping between pre_grad and post_grad nodes. Since we're not turning on the provenance tracking in GraphTransformObserver by default, the mapping here maybe incomplete/limited.
- add stack trace from post grad nodes to inductor IR nodes
- add exception swallowing for all functions above
Pull Request resolved: pytorch#160383
Test Plan:
CI
Rollback Plan:
cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng wenzhe-nrv jiayisunx ipiszy chenyang78 kadeng muchulee8 amjames chauhang aakhundov coconutruben Lucaskabela
Differential Revision: D80031559
Pulled By: yushangdi
Differential Revision: D80114181
🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/160608
Note: Links to docs will display an error until the docs builds have been completed. ❌ 4 New Failures, 2 Unrelated FailuresAs of commit 92bb9a4 with merge base 8cfaf51 ( NEW FAILURES - The following jobs have failed:
FLAKY - The following jobs failed but were likely due to flakiness present on trunk:
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This pull request was exported from Phabricator. Differential Revision: D80050233 |
Summary: Pull Request resolved: pytorch#160608 as title Test Plan: ``` buck run mode/dev-nosan fbcode//caffe2/test/inductor:provenance_tracing -- -r stack_traces ``` Rollback Plan: Differential Revision: D80050233
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This pull request was exported from Phabricator. Differential Revision: D80050233 |
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pytorch-bot bot
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Summary: as title Test Plan: ``` buck run mode/dev-nosan fbcode//caffe2/test/inductor:provenance_tracing -- -r stack_traces ``` Rollback Plan: Differential Revision: D80050233
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Aug 15, 2025
Summary: as title This is requested by the zoomer team so they can add stack trace information to profiler result. Test Plan: ``` buck run mode/dev-nosan fbcode//caffe2/test/inductor:provenance_tracing -- -r stack_traces ``` Rollback Plan: Differential Revision: D80050233
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Aug 16, 2025
Summary: as title This is requested by the zoomer team so they can add stack trace information to profiler result. Test Plan: ``` buck run mode/dev-nosan fbcode//caffe2/test/inductor:provenance_tracing -- -r stack_traces ``` Rollback Plan: Differential Revision: D80050233 Pull Request resolved: #160779 Approved by: https://github.com/angelayi
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Aug 22, 2025
Summary: as title This is requested by the zoomer team so they can add stack trace information to profiler result. Test Plan: ``` buck run mode/dev-nosan fbcode//caffe2/test/inductor:provenance_tracing -- -r stack_traces ``` Rollback Plan: Differential Revision: D80050233 Pull Request resolved: pytorch#160779 Approved by: https://github.com/angelayi
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Sep 17, 2025
Summary: as title This is requested by the zoomer team so they can add stack trace information to profiler result. Test Plan: ``` buck run mode/dev-nosan fbcode//caffe2/test/inductor:provenance_tracing -- -r stack_traces ``` Rollback Plan: Differential Revision: D80050233 Pull Request resolved: pytorch#160779 Approved by: https://github.com/angelayi
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Summary: as title
Test Plan:
Rollback Plan:
Differential Revision: D80050233
cc @ezyang @SherlockNoMad @EikanWang @jgong5 @wenzhe-nrv @voznesenskym @penguinwu @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @jiayisunx @ipiszy @chenyang78 @kadeng @muchulee8 @amjames @chauhang @aakhundov @coconutruben