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[Unity][Frontend][NN] Better support for dynamic convolutions #16427

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merged 2 commits into from
Jan 19, 2024

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@jwfromm jwfromm commented Jan 18, 2024

I've recently been working with dynamic shaped convolutions and found a few blockers that this PR resolves. I enable the NN frontend to work with dynamic axes and also introduce a small check to cutlass pattern matching to skip convolutions with dynamism rather than error out. I add appropriate tests to make sure the behaviors work as expected.

@jwfromm jwfromm requested a review from masahi January 18, 2024 19:43
@jwfromm jwfromm changed the title [Unity][Frontend][NN} Better support for dynamic convolutions [Unity][Frontend][NN] Better support for dynamic convolutions Jan 18, 2024
@masahi masahi merged commit 7336379 into apache:unity Jan 19, 2024
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