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[Draft]: Add TileLang torch.compile backend - #2763

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ColmaLiu wants to merge 15 commits into
tile-ai:mainfrom
ColmaLiu:my-refactor-v2
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[Draft]: Add TileLang torch.compile backend#2763
ColmaLiu wants to merge 15 commits into
tile-ai:mainfrom
ColmaLiu:my-refactor-v2

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👋 Hi! Thank you for contributing to the TileLang project.

Please remember to run pre-commit run --all-files in the root directory of the project to ensure your changes are properly linted and formatted. This will help ensure your contribution passes the format check.

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@LeiWang1999
LeiWang1999 self-requested a review July 27, 2026 05:37
LeiWang1999 and others added 6 commits July 28, 2026 15:20
Rename the TileLang Relax pass to LowerPrimitiveFunctionsToTIR and update its API, FFI, tests, and graph pipeline references.

Relocate the schedule template design document and regression runner alongside the related examples and maintenance scripts.
Rename ReserveRootBlock to CanonicalizeScheduledTIR across the C++ pass, FFI and Python APIs, graph scheduling helpers, tests, and documentation.
Move graph-owned lowering and schedule-template checks into testing/python/graph, update their internal paths, and remove the redundant transformed-reduction issue test.
Rename the graph workload directory to tests/inductor, move the softmax workloads into its root, and update the local regression runner paths.
Remove the schedule-specific non-fragment accumulator fallbacks from MMA and WGMMA lowering, restoring all three CUDA GEMM files to their mainline behavior.
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