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[RFC] Standardize Collective (AllGatherOp, AllReduceOp, AllToAllOp) ops to support variadic operand/result #2099
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abhigunj
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[RFC] Standardize Tuple-collective (AllGatherOp, AllReduceOp, AllToAllOp) ops
[RFC] Standardize Collective (AllGatherOp, AllReduceOp, AllToAllOp) ops to support variadic operand/result
Mar 15, 2024
mlevesquedion
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Mar 18, 2024
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ghpvnist
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Could you update the examples to showcase how this works?
sdasgup3
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Apr 29, 2024
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LGTM once the remaining request related to providing example is fixed.
cantonios
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May 16, 2024
GleasonK
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Jun 25, 2024
ghpvnist
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Jun 26, 2024
abhigunj
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Jul 22, 2024
The PR allows each Process from the ProcessGrid to contribute more than one tensor at `ProcessGrid::rendezvous`. This is the first set of change, will be followed by interpreter updates to collectives. Note: The PR does **not** make collectives interpreter variadic. Tested: 1. No existing test failures indicate no change in behavior for ops using the `rendezvous` 2. The diff is tested with new variadic interpreter for `all_reduce` op. Will upload the PR soon. ref: #2099
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This RFC proposes standardizing collective (AllGatherOp, AllReduceOp, AllToAllOp) ops to enable support for
multi-operand
andmulti-result
Please review and provide you feedback.