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Fix PyTorch pad NumPy mode aliases#3645

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FlorianPfaff wants to merge 3 commits into
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fix-pytorch-pad-mode-aliases-20260701
Closed

Fix PyTorch pad NumPy mode aliases#3645
FlorianPfaff wants to merge 3 commits into
mainfrom
fix-pytorch-pad-mode-aliases-20260701

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@FlorianPfaff

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Summary

  • Add a PyTorch backend-support hook that maps NumPy pad mode names edge and wrap to PyTorch's replicate and circular modes.
  • Load the hook through the existing stability/backend-support path so raw and active public PyTorch backends are patched.
  • Add raw and public PyTorch regressions for pad(..., mode="edge") and pad(..., mode="wrap").

Bug fixed

The PyTorch backend exposes a NumPy-style pad API but forwarded non-constant mode values directly to torch.nn.functional.pad. Valid NumPy mode names like edge and wrap are rejected by PyTorch, which expects replicate and circular.

Validation

  • Syntax-compiled the new hook and regression test locally.
  • Checked the underlying PyTorch replicate/circular outputs for the regression cases locally.
  • Full suite not run in this connector/container environment because cloning the repository failed due unavailable github.com DNS resolution.

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github-actions Bot commented Jul 1, 2026

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MegaLinter analysis: Success

Descriptor Linter Files Fixed Errors Warnings Elapsed time
✅ COPYPASTE jscpd yes no no 63.88s
✅ JSON prettier 7 0 0 0 1.39s
✅ JSON v8r 7 0 0 4.42s
✅ MARKDOWN markdownlint 68 0 0 0 1.73s
✅ MARKDOWN markdown-table-formatter 68 0 0 0 0.85s
✅ PYTHON black 1187 30 0 0 57.73s
✅ PYTHON isort 1187 53 0 0 2.91s
✅ REPOSITORY checkov yes no no 44.96s
✅ REPOSITORY gitleaks yes no no 11.44s
✅ REPOSITORY git_diff yes no no 0.19s
✅ REPOSITORY secretlint yes no no 43.44s
✅ REPOSITORY syft yes no no 5.76s
✅ REPOSITORY trivy-sbom yes no no 5.72s
✅ REPOSITORY trufflehog yes no no 15.76s
✅ YAML prettier 11 0 0 0 0.73s
✅ YAML v8r 11 0 0 10.65s
✅ YAML yamllint 11 0 0 0.56s

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@FlorianPfaff FlorianPfaff enabled auto-merge (squash) July 1, 2026 23:19
@FlorianPfaff

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Closing this conflicted optional PyRecEst backend-compatibility PR as low-value for now; main CI is green after the direct stabilization fixes and this conflicts with the shared stability hook registry.

auto-merge was automatically disabled July 2, 2026 06:34

Pull request was closed

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