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Fix masked_fill broadcasting. #5688

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Oct 10, 2023
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ysiraichi
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This PR fixes tensor broadcasting for masked_fill(input, mask, scalar). Specifically, when they have the same rank.

Problem: when both input and mask were same rank tensors, say [2, 2] and [2, 1] respectively, we always expanded the input.

Solution: inlined part of the code of XlaHelpers::PromoteShapes (without the type comparison).

@lezcano lezcano requested review from miladm and JackCaoG October 9, 2023 23:22
@JackCaoG JackCaoG requested a review from wonjoolee95 October 9, 2023 23:58
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JackCaoG commented Oct 9, 2023

@wonjoolee95 can you take a look?

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Thanks for the catch, @ysiraichi!

@wonjoolee95 wonjoolee95 merged commit 04765eb into pytorch:master Oct 10, 2023
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zpcore pushed a commit that referenced this pull request Oct 19, 2023
ghpvnist pushed a commit to ghpvnist/xla that referenced this pull request Oct 31, 2023
mbzomowski pushed a commit to mbzomowski-test-org/xla that referenced this pull request Nov 16, 2023
@lezcano lezcano added the xla:gpu label Dec 1, 2023
chunnienc pushed a commit to chunnienc/xla that referenced this pull request Dec 14, 2023
golechwierowicz pushed a commit that referenced this pull request Jan 12, 2024
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5 participants