Add deprecation notice for allow_in_graph#177096
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Add deprecation notice for allow_in_graph#177096ydwu4 wants to merge 3 commits intogh/ydwu4/388/basefrom
ydwu4 wants to merge 3 commits intogh/ydwu4/388/basefrom
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🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/177096
Note: Links to docs will display an error until the docs builds have been completed. ✅ You can merge normally! (3 Unrelated Failures)As of commit 12edfb4 with merge base a162f2a ( BROKEN TRUNK - The following jobs failed but were present on the merge base:👉 Rebase onto the `viable/strict` branch to avoid these failures
UNSTABLE - The following job is marked as unstable, possibly due to flakiness on trunk:
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mlazos
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Skylion007
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cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng wenzhe-nrv jiayisunx kadeng chauhang amjames Lucaskabela jataylo [ghstack-poisoned]
cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng wenzhe-nrv jiayisunx kadeng chauhang amjames Lucaskabela jataylo [ghstack-poisoned]
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## Summary Adds a `workflow_dispatch` workflow that the autorevert system can trigger when it detects an early failure pattern. Claude Opus 4.6 analyzes the suspect commit's diff, failed job logs, and PyTorch source code to determine whether the commit actually caused the CI failures. Returns a structured JSON verdict as an artifact: - **revert** — causal chain found, proceed to revert immediately - **unsure** — inconclusive, continue with restart-to-confirm (default behavior unchanged) - **not_related** — failures unrelated to the change, ignore this signal - **garbage** — signal is unreliable (infra flake, driver crash), suppress for ~2 hours Design doc: https://docs.google.com/document/d/1BA9B7cIIKiapI37fSFGDD7D0F-VwMyRKJW0PoS0KkbY/edit ## Evaluation Results (13/13 correct verdicts) Prototyped and tested on [pytorch/ciforge](https://github.com/pytorch/ciforge). Results across diverse failure types: ### Round 1 (2026-03-12) — 4/4 correct | Test Case | PR | Failure | Expected | Actual | Job | |-----------|-----|---------|----------|--------|-----| | Doc-only change | #177288 | pca_lowrank stride mismatch | not_related | **not_related @ 0.99** | [job](https://github.com/pytorch/ciforge/actions/runs/23016718498) | | Dynamo einops fix | #177165 | detectron2 graph_breaks + test_is_nonzero_mps | not_related | **not_related @ 0.93** | [job](https://github.com/pytorch/ciforge/actions/runs/23016730498) | | MPS cdouble guard | #176985 | test_is_nonzero_mps + pca_lowrank | revert | **revert @ 0.95** | [job](https://github.com/pytorch/ciforge/actions/runs/23016740133) | | Lint missing import | #176613 | Lint / lintrunner-noclang-all | revert | **revert @ 0.95** | [job](https://github.com/pytorch/ciforge/actions/runs/23013529685) | ### Round 2 (2026-03-13, automated hourly loop) — 9/9 correct (1 cancelled) | Timestamp | PR | Signal Key | Expected | Actual | Job | |-----------|-----|-----------|----------|--------|-----| | 03:12Z | #176613 | Lint / lintrunner-noclang-all | revert | **revert @ 0.98** | [job](https://github.com/pytorch/ciforge/actions/runs/23034497618) | | 03:12Z | #176613 | fsdp/test_fully_shard_comm (test exec) | revert | **revert @ 0.98** | [job](https://github.com/pytorch/ciforge/actions/runs/23034499988) | | 09:11Z | #177273 | test-timeout-270min (infra) | — | *cancelled* | [job](https://github.com/pytorch/ciforge/actions/runs/23043982417) | | 10:12Z | #176019 | AllenaiLongformerBase fail_to_run (periodic) | garbage | **garbage @ 0.95** | [job](https://github.com/pytorch/ciforge/actions/runs/23046142800) | | 10:12Z | #176019 | detectron2_fcos IMPROVED (periodic) | not_related | **not_related @ 0.95** | [job](https://github.com/pytorch/ciforge/actions/runs/23046144261) | | 11:10Z | #176019 | functorch_dp_cifar10 fail_accuracy (periodic) | not_related | **not_related @ 0.93** | [job](https://github.com/pytorch/ciforge/actions/runs/23048173319) | | 11:10Z | #176019 | basic_gnn_edgecnn IMPROVED (periodic) | not_related | **not_related @ 0.92** | [job](https://github.com/pytorch/ciforge/actions/runs/23048174698) | | 15:09Z | #177096 | S3 PutObject IAM denied - ROCm gfx950 (infra) | garbage | **garbage @ 0.95** | [job](https://github.com/pytorch/ciforge/actions/runs/23057146500) | | 16:09Z | #176019 | vit_base_patch16_siglip_256 fail_to_run (periodic) | not_related | **not_related @ 0.97** | [job](https://github.com/pytorch/ciforge/actions/runs/23059634364) | | 16:09Z | #176019 | shufflenet_v2_x1_0 fail_accuracy (periodic) | not_related | **not_related @ 0.95** | [job](https://github.com/pytorch/ciforge/actions/runs/23059635765) | ### Summary by verdict type | Verdict | Count | Correct | Avg Confidence | |---------|-------|---------|----------------| | revert | 4 | 4/4 | 0.97 | | garbage | 2 | 2/2 | 0.95 | | not_related | 7 | 7/7 | 0.94 | ## Test plan - [x] Prototyped and tested on pytorch/ciforge with 13 real trunk failure cases - [x] Verified structured JSON output matches schema - [x] Verified verdict artifact uploads correctly - [ ] Trigger via GitHub UI with `workflow_dispatch` on pytorch/pytorch to validate bedrock environment works - [ ] Integrate dispatch call into autorevert lambda (follow-up) Pull Request resolved: #177404 Approved by: https://github.com/wdvr
AaronWang04
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Mar 24, 2026
## Summary Adds a `workflow_dispatch` workflow that the autorevert system can trigger when it detects an early failure pattern. Claude Opus 4.6 analyzes the suspect commit's diff, failed job logs, and PyTorch source code to determine whether the commit actually caused the CI failures. Returns a structured JSON verdict as an artifact: - **revert** — causal chain found, proceed to revert immediately - **unsure** — inconclusive, continue with restart-to-confirm (default behavior unchanged) - **not_related** — failures unrelated to the change, ignore this signal - **garbage** — signal is unreliable (infra flake, driver crash), suppress for ~2 hours Design doc: https://docs.google.com/document/d/1BA9B7cIIKiapI37fSFGDD7D0F-VwMyRKJW0PoS0KkbY/edit ## Evaluation Results (13/13 correct verdicts) Prototyped and tested on [pytorch/ciforge](https://github.com/pytorch/ciforge). Results across diverse failure types: ### Round 1 (2026-03-12) — 4/4 correct | Test Case | PR | Failure | Expected | Actual | Job | |-----------|-----|---------|----------|--------|-----| | Doc-only change | pytorch#177288 | pca_lowrank stride mismatch | not_related | **not_related @ 0.99** | [job](https://github.com/pytorch/ciforge/actions/runs/23016718498) | | Dynamo einops fix | pytorch#177165 | detectron2 graph_breaks + test_is_nonzero_mps | not_related | **not_related @ 0.93** | [job](https://github.com/pytorch/ciforge/actions/runs/23016730498) | | MPS cdouble guard | pytorch#176985 | test_is_nonzero_mps + pca_lowrank | revert | **revert @ 0.95** | [job](https://github.com/pytorch/ciforge/actions/runs/23016740133) | | Lint missing import | pytorch#176613 | Lint / lintrunner-noclang-all | revert | **revert @ 0.95** | [job](https://github.com/pytorch/ciforge/actions/runs/23013529685) | ### Round 2 (2026-03-13, automated hourly loop) — 9/9 correct (1 cancelled) | Timestamp | PR | Signal Key | Expected | Actual | Job | |-----------|-----|-----------|----------|--------|-----| | 03:12Z | pytorch#176613 | Lint / lintrunner-noclang-all | revert | **revert @ 0.98** | [job](https://github.com/pytorch/ciforge/actions/runs/23034497618) | | 03:12Z | pytorch#176613 | fsdp/test_fully_shard_comm (test exec) | revert | **revert @ 0.98** | [job](https://github.com/pytorch/ciforge/actions/runs/23034499988) | | 09:11Z | pytorch#177273 | test-timeout-270min (infra) | — | *cancelled* | [job](https://github.com/pytorch/ciforge/actions/runs/23043982417) | | 10:12Z | pytorch#176019 | AllenaiLongformerBase fail_to_run (periodic) | garbage | **garbage @ 0.95** | [job](https://github.com/pytorch/ciforge/actions/runs/23046142800) | | 10:12Z | pytorch#176019 | detectron2_fcos IMPROVED (periodic) | not_related | **not_related @ 0.95** | [job](https://github.com/pytorch/ciforge/actions/runs/23046144261) | | 11:10Z | pytorch#176019 | functorch_dp_cifar10 fail_accuracy (periodic) | not_related | **not_related @ 0.93** | [job](https://github.com/pytorch/ciforge/actions/runs/23048173319) | | 11:10Z | pytorch#176019 | basic_gnn_edgecnn IMPROVED (periodic) | not_related | **not_related @ 0.92** | [job](https://github.com/pytorch/ciforge/actions/runs/23048174698) | | 15:09Z | pytorch#177096 | S3 PutObject IAM denied - ROCm gfx950 (infra) | garbage | **garbage @ 0.95** | [job](https://github.com/pytorch/ciforge/actions/runs/23057146500) | | 16:09Z | pytorch#176019 | vit_base_patch16_siglip_256 fail_to_run (periodic) | not_related | **not_related @ 0.97** | [job](https://github.com/pytorch/ciforge/actions/runs/23059634364) | | 16:09Z | pytorch#176019 | shufflenet_v2_x1_0 fail_accuracy (periodic) | not_related | **not_related @ 0.95** | [job](https://github.com/pytorch/ciforge/actions/runs/23059635765) | ### Summary by verdict type | Verdict | Count | Correct | Avg Confidence | |---------|-------|---------|----------------| | revert | 4 | 4/4 | 0.97 | | garbage | 2 | 2/2 | 0.95 | | not_related | 7 | 7/7 | 0.94 | ## Test plan - [x] Prototyped and tested on pytorch/ciforge with 13 real trunk failure cases - [x] Verified structured JSON output matches schema - [x] Verified verdict artifact uploads correctly - [ ] Trigger via GitHub UI with `workflow_dispatch` on pytorch/pytorch to validate bedrock environment works - [ ] Integrate dispatch call into autorevert lambda (follow-up) Pull Request resolved: pytorch#177404 Approved by: https://github.com/wdvr
EmanueleCoradin
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Mar 30, 2026
Pull Request resolved: pytorch#177096 Approved by: https://github.com/mlazos
EmanueleCoradin
pushed a commit
to EmanueleCoradin/pytorch
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Mar 30, 2026
## Summary Adds a `workflow_dispatch` workflow that the autorevert system can trigger when it detects an early failure pattern. Claude Opus 4.6 analyzes the suspect commit's diff, failed job logs, and PyTorch source code to determine whether the commit actually caused the CI failures. Returns a structured JSON verdict as an artifact: - **revert** — causal chain found, proceed to revert immediately - **unsure** — inconclusive, continue with restart-to-confirm (default behavior unchanged) - **not_related** — failures unrelated to the change, ignore this signal - **garbage** — signal is unreliable (infra flake, driver crash), suppress for ~2 hours Design doc: https://docs.google.com/document/d/1BA9B7cIIKiapI37fSFGDD7D0F-VwMyRKJW0PoS0KkbY/edit ## Evaluation Results (13/13 correct verdicts) Prototyped and tested on [pytorch/ciforge](https://github.com/pytorch/ciforge). Results across diverse failure types: ### Round 1 (2026-03-12) — 4/4 correct | Test Case | PR | Failure | Expected | Actual | Job | |-----------|-----|---------|----------|--------|-----| | Doc-only change | pytorch#177288 | pca_lowrank stride mismatch | not_related | **not_related @ 0.99** | [job](https://github.com/pytorch/ciforge/actions/runs/23016718498) | | Dynamo einops fix | pytorch#177165 | detectron2 graph_breaks + test_is_nonzero_mps | not_related | **not_related @ 0.93** | [job](https://github.com/pytorch/ciforge/actions/runs/23016730498) | | MPS cdouble guard | pytorch#176985 | test_is_nonzero_mps + pca_lowrank | revert | **revert @ 0.95** | [job](https://github.com/pytorch/ciforge/actions/runs/23016740133) | | Lint missing import | pytorch#176613 | Lint / lintrunner-noclang-all | revert | **revert @ 0.95** | [job](https://github.com/pytorch/ciforge/actions/runs/23013529685) | ### Round 2 (2026-03-13, automated hourly loop) — 9/9 correct (1 cancelled) | Timestamp | PR | Signal Key | Expected | Actual | Job | |-----------|-----|-----------|----------|--------|-----| | 03:12Z | pytorch#176613 | Lint / lintrunner-noclang-all | revert | **revert @ 0.98** | [job](https://github.com/pytorch/ciforge/actions/runs/23034497618) | | 03:12Z | pytorch#176613 | fsdp/test_fully_shard_comm (test exec) | revert | **revert @ 0.98** | [job](https://github.com/pytorch/ciforge/actions/runs/23034499988) | | 09:11Z | pytorch#177273 | test-timeout-270min (infra) | — | *cancelled* | [job](https://github.com/pytorch/ciforge/actions/runs/23043982417) | | 10:12Z | pytorch#176019 | AllenaiLongformerBase fail_to_run (periodic) | garbage | **garbage @ 0.95** | [job](https://github.com/pytorch/ciforge/actions/runs/23046142800) | | 10:12Z | pytorch#176019 | detectron2_fcos IMPROVED (periodic) | not_related | **not_related @ 0.95** | [job](https://github.com/pytorch/ciforge/actions/runs/23046144261) | | 11:10Z | pytorch#176019 | functorch_dp_cifar10 fail_accuracy (periodic) | not_related | **not_related @ 0.93** | [job](https://github.com/pytorch/ciforge/actions/runs/23048173319) | | 11:10Z | pytorch#176019 | basic_gnn_edgecnn IMPROVED (periodic) | not_related | **not_related @ 0.92** | [job](https://github.com/pytorch/ciforge/actions/runs/23048174698) | | 15:09Z | pytorch#177096 | S3 PutObject IAM denied - ROCm gfx950 (infra) | garbage | **garbage @ 0.95** | [job](https://github.com/pytorch/ciforge/actions/runs/23057146500) | | 16:09Z | pytorch#176019 | vit_base_patch16_siglip_256 fail_to_run (periodic) | not_related | **not_related @ 0.97** | [job](https://github.com/pytorch/ciforge/actions/runs/23059634364) | | 16:09Z | pytorch#176019 | shufflenet_v2_x1_0 fail_accuracy (periodic) | not_related | **not_related @ 0.95** | [job](https://github.com/pytorch/ciforge/actions/runs/23059635765) | ### Summary by verdict type | Verdict | Count | Correct | Avg Confidence | |---------|-------|---------|----------------| | revert | 4 | 4/4 | 0.97 | | garbage | 2 | 2/2 | 0.95 | | not_related | 7 | 7/7 | 0.94 | ## Test plan - [x] Prototyped and tested on pytorch/ciforge with 13 real trunk failure cases - [x] Verified structured JSON output matches schema - [x] Verified verdict artifact uploads correctly - [ ] Trigger via GitHub UI with `workflow_dispatch` on pytorch/pytorch to validate bedrock environment works - [ ] Integrate dispatch call into autorevert lambda (follow-up) Pull Request resolved: pytorch#177404 Approved by: https://github.com/wdvr
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Stack from ghstack (oldest at bottom):
cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @kadeng @chauhang @amjames @Lucaskabela @jataylo