[lcy-seso]

Summary

• .github/runner/Dockerfile gains a release target: the dev image plus the PyPI releases of tileops and tilefoundry, named by TILEOPS_VERSION and TILEFOUNDRY_VERSION.
• tilefoundry caps transformers below the lock's 5.15.0; a uv override keeps the lock's version and adds nothing else to the resolution.
• The image is published as ghcr.io/tile-ai/tileops-release:tileops0.1.0-tilefoundry0.0.3-cuda13.2-torch2.13-tilelang0.1.12; the tag prefixes the dev tag with the two release versions.
• scripts/verify_release_image.sh pulls the image and runs, on a GPU, the stack and baseline checks, the packaging tests and any --bench file, all taken from the git tag of the image's tileops version, since the wheel carries no tests or benchmarks.
• The README Quick Start documents the image and the script; the runner README adds the build, verify and push steps.
• The sgl-kernel baseline is removed: no image installs it, so bench_moe_permute_align always skipped it.

[lcy-seso]

Test plan

Image sha256:9aca19a4…, H200, one GPU per run.

Check	Result
scripts/verify_release_image.sh --no-pull --bench benchmarks/ops/bench_moe_permute_align.py	image OK; fla, vllm and both Hadamard baselines import; tilefoundry 0.0.3; tileops imported from dist-packages; packaging 45 passed; benchmark 12 passed
GEMMFwdOp 1024×512 fp16 against a @ b.T	max error 0.0
Edited bench_moe_permute_align.py in the dev image with this branch installed	12 passed
Two independent codex reviews of the diff	findings fixed; no open P1/P2

The release layer was built on the published tileops-dev:cuda13.2-torch2.13-tilelang0.1.12; a from-scratch build of the release target was not run.

[Copilot]

Copilot was unable to review this pull request because the user who requested the review has insufficient remaining quota.

An organization owner can choose the repository organization as the billing source for reviews requested by members with a paid Copilot license. Learn about Copilot code review billing.

[lcy-seso]

The release stage now sets org.opencontainers.image.source, which links the ghcr package to this repository. The pushed tag is now sha256:83f03a92…. scripts/verify_release_image.sh --no-pull on it: image OK, baselines import, tilefoundry 0.0.3, packaging 45 passed.