Add TMA TensorMapDescriptor support#1687

Merged

rparolin merged 26 commits intoNVIDIA:mainfrom

rparolin:rparolin/tma_feature

Mar 17, 2026

Commits on Mar 7, 2026

initial commit

rparolin
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cpcloud
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tma wide

rparolin
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clean up

rparolin
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Add comments to prepare_tensor_map_arg explaining allocation and lifetime

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Address Copilot review feedback

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Split TMA example into two focused files

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pre-commit

rparolin
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adding stride meta data to gpu allocated memory

rparolin
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im2col fixes

rparolin
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Reuse CCCL TMA descriptor construction for tiled TensorMap and keep validated views alive to avoid DLPack-backed pointer lifetime hazards.
cpcloud
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Skip im2col-wide TensorMap tests when runtime support is unavailable.
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Align TensorMap API surface with review feedback and enforce context safety.
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Restore cu12 feature definitions in cuda_core pixi manifest.
cpcloud
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Commits on Mar 10, 2026

Handle TensorMap device validation by DLPack type
rparolin
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Commits on Mar 14, 2026