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[Runtime] Introduce MSCCLPP with NCCL equivalent interface - #16804

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tqchen merged 2 commits into
apache:mainfrom
csullivan:feature/2024-03-20/mscclpp-allreduce
Mar 29, 2024
Merged

tqchen merged 2 commits into
apache:mainfrom
csullivan:feature/2024-03-20/mscclpp-allreduce

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@csullivan

@csullivan csullivan commented Mar 27, 2024 •

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Currently only supports ncclAllreduce equivalent, with op=Sum up to 2**24 bytes as noted below.

  • Adds a fast and simple AllReduce kernel (sum only) using mscclpp smChannel scratch for small reductions up to 2**24 bytes.

Plan to integrate with disco in a follow up PR.

@csullivan
csullivan requested a review from tqchen March 27, 2024 18:59
* Add a fast and simple AllReduce kernel (sum only) using
  using mscclpp smChannel scratch for small reductions
  up to 2**24 bytes.
@csullivan
csullivan force-pushed the feature/2024-03-20/mscclpp-allreduce branch 4 times, most recently from 471fb9a to b78c1c3 Compare March 28, 2024 18:36
@csullivan
csullivan force-pushed the feature/2024-03-20/mscclpp-allreduce branch from b78c1c3 to e2222d6 Compare March 28, 2024 21:05
@tqchen
tqchen merged commit 64db9f7 into apache:main Mar 29, 2024
@tqchen

tqchen commented Mar 29, 2024

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Thanks @csullivan . looking forward to the disco integration

thaisacs pushed a commit to thaisacs/tvm that referenced this pull request Apr 3, 2024
)

* [Runtime] Introduce MSCCLPP with NCCL equivalent interface

* Add a fast and simple AllReduce kernel (sum only) using
  using mscclpp smChannel scratch for small reductions
  up to 2**24 bytes.
Ubospica pushed a commit to Ubospica/tvm-develop that referenced this pull request Apr 18, 2024
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2 participants