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trunk/5545ef3cd14633e943ce244e838eedfb6aff1235: [MPS][BE] Migrate upsample nearest forward to Metal kernels (#186989)

↗ Quelle (GitHub · github.com)
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$ git clone https://github.com/pytorch/pytorch.git

Route the 1D/2D nearest and nearest-exact forward ops to Metal kernels instead of MPSGraph, joining the linear/bilinear/bicubic/3D forward paths that were already Metal. This also fixes a latent MPSGraph correctness bug.


Unify the host-side dispatch so a single templated launcher drives every Metal upsample kernel and UpsampleParams supplies the geometry for all ranks, collapsing the previously duplicated per-rank dispatch overloads.


Backward is intentionally left on MPSGraph: it has no correctness bug and its fused gradient kernel is several times faster than a naive Metal gather.


Co-authored-by: Claude

Approved by:

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Auch interessante Nachrichten trunk/5545ef3cd14633e943ce244e838eedfb6aff1235: [MPS][BE] Migrate upsample nearest forward to Metal kernels (#186989)

Thematisch verwandte Begriffe: trunk5545ef3cd14633e943ce244e838eedfb6aff1235, MPSBE, Migrate, upsample · 6 Treffer

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