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[Unity][Frontend][NN] Add diffusers style Attention layer #15609

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merged 5 commits into from
Aug 26, 2023

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jwfromm
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@jwfromm jwfromm commented Aug 23, 2023

This PR adds support for the Attention layer in the nn module API. This layer mimics the behavior of the Attention layer used in huggingface Diffusers. Under the hood it uses scaled dot product attention. Notably, there are still some missing features. For example I didnt add support for attention masks yet. I also am assuming 3 dimensional inputs so this likely wouldnt be useful for the VAE of stable diffusion. However, it does allow us to represent the all attention layers of the UNET. I'm hoping we can expand on the functionality more if needed in future PRs.

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tvm-bot commented Aug 23, 2023

Thanks for contributing to TVM! Please refer to the contributing guidelines https://tvm.apache.org/docs/contribute/ for useful information and tips. Please request code reviews from Reviewers by @-ing them in a comment.

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@jwfromm jwfromm changed the title [Unity][Frontend][NN] Add diffusers like Attention layer [Unity][Frontend][NN] Add diffusers style Attention layer Aug 23, 2023
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cc @junrushao @cyx-6

@jwfromm jwfromm requested a review from cyx-6 August 24, 2023 15:39
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@LeshengJin LeshengJin left a comment

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Attention is all you need! Thanks, @jwfromm

@junrushao junrushao merged commit d5dcabf into apache:unity Aug 26, 2023
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5 participants