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[Docs] Follow TileOPs' public API contract, bench dependency group and paired attention ops - #82
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…d paired attention ops TileOPs settled its public API for the first release. DeviceFacts lost calibration, DeviceFacts and TensorSpec became keyword-only dataclasses, bench moved from an extra to a dependency group, the tracer documented its per-thread registry, tileops.moe exported its layout and epilogue specs, docs/stability.md defines the public surface, and GQADenseWithLSEFwdOp joined tileops.attention. The backend guides showed constructions that now raise, and the development guide an install command that no longer pulls the baselines.
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Problems
calibrationfromDeviceFactsand madeDeviceFactsandTensorSpeckeyword-only dataclasses. The backend guides still list four device facts, constructDeviceFacts(calibration=None, ...)and defineTensorSpecas aNamedTuple; their examples raise against current main.benchextra to thebenchdependency group. The development guide'spip install -e '.[dev,bench]'no longer installs them.docs/perf/trace-timeline.md; the Chinese translation lacks it.docs/stability.md(public modules, compatibility, support scope, ops written outside TileOPs) and exportedContiguousLayoutSpec,MaskedLayoutSpecandRoutingEpilogueSpecfromtileops.moe; the site shows neither.GQADenseWithLSEFwdOp; no API page names it.Changes
archencoding, keyword-onlyDeviceFactsandTensorSpec,TensorSpec.of, and the examples and call trace built by keyword.pip install -e '.[dev]' --group bench, pip 25.1 or later, and FlashAttention-3 built from source or taken from the dev image.docs/stability.md, with a full Chinese translation; the API index links it.stability.mdjoins the TileOPs sparse checkout in the three workflows andscripts/dev.sh, which now re-applies the sparse paths on--update.CLAUDE.mdlists it as mirrored and translated.GQADenseWithLSEFwdOp.