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Keep full backend matrices for relevant changes and sample unrelated main pushes - #24722
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Keep quantized and target-specific flows on backend, export, runtime, build, dependency and test changes. Reserve reduced matrices for unrelated PRs and unsampled main pushes, using the existing sampling decision. Complete Git diffs include deletions and renames. Release coverage, publication and viable/strict rules are unchanged. Authored with Codex.
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Replacement for #24672.
Keep full QNN, Arm/TOSA/Ethos-U/VGF, XNNPACK and Vulkan matrices on relevant backend changes and shared export, runtime, operator, model, build, installer, dependency-pin and test changes. Only unrelated PRs and unsampled main pushes get the reduced matrices. Main sampling reads the existing CI run decision.
Full scheduled, manual, tag and release-branch coverage is preserved. No release-publication workflows, viable/strict rules, merge requirements or sample-decision implementation are changed.
The selector uses complete Git diffs, including deletions and renames. Missing or unrecognized diff information forces full coverage. Existing callers without a reduced matrix continue to use their full flow list.
Review the policy and tests first, then the shared backend workflow and four caller changes. The policy avoids deferring quantized and target-specific regressions from relevant changes until the nightly.
Validation
Seven policy tests pass, including related/unrelated changes, sampling, existing full-run events, deletion/rename handling, more than 300 changed files, unknown bases and invalid matrices. Actionlint, Black/usort and git diff --check pass locally. GitHub CI is pending.
Authored with AI assistance using Codex.