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vpj avatar vpj commented on May 6, 2024 3

Hi, we are a little busy these days rewriting https://github.com/lab-ml/app and I'm down with fever. We'll look into performers when are free. It'll take sometime since it's not a paper we are familiar with (I have only skimmed through it when it came out).

I was having a brief look at Nystromformer https://arxiv.org/pdf/2102.03902.pdf , which also seems interesting and better performance than performers. What do you think of that before performers?

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johndpope avatar johndpope commented on May 6, 2024 3

I can't coment on Nystromformer -
but there are existing pytorch libraries for reformer models - that maybe can be cherry picked - and comented.
https://github.com/search?q=performer+pytorch&type=repositories

I'm very interested in CrissCross attention / any help to bridge the linear algebra maths to the code would be amazing.
GPU memory friendly
High computational efficiency
The state-of-the-art performance

https://github.com/speedinghzl/CCNet

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johndpope avatar johndpope commented on May 6, 2024 2

https://github.com/lucidrains/nystrom-attention

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vpj avatar vpj commented on May 6, 2024 1

Thanks, will try to do performers when we get some free time

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