Generalized cudax::copy_bytes for mdspan#7676
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fbusato merged 36 commits intoNVIDIA:mainfrom Mar 17, 2026
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cudax::copy_bytes for mspancudax::copy_bytes for mdspan
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Co-authored-by: Michael Schellenberger Costa <miscco@nvidia.com>
Co-authored-by: Oleksandr Pavlyk <21087696+oleksandr-pavlyk@users.noreply.github.com>
Co-authored-by: Oleksandr Pavlyk <21087696+oleksandr-pavlyk@users.noreply.github.com>
Co-authored-by: Oleksandr Pavlyk <21087696+oleksandr-pavlyk@users.noreply.github.com>
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miscco
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Mar 13, 2026
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pciolkosz
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closes #7554
Description
cuda::copy_bytes(mspan)is currently limited to same layout, contigous mdspan.This PR extends
copy_bytesfor mdspan-based host/device transfers so it works correctly and efficiently across contiguous and strided layouts, including different rank and mixed layout/order cases.Common use cases are: padded tensors, column-major views, subviews, and other
layout_stridemappings.Main features:
cuMemcpyBatchAsyncon CTK 13+.The main challenge is use two different stride orderings for different purposes:
Details: