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M1ngXU avatar M1ngXU commented on July 29, 2024

from what i've seen is that cudnn is great for RNN and CONVs, but i would have to dive deeper into the docs to understand their api

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M1ngXU avatar M1ngXU commented on July 29, 2024

but we could start with cublas, as it is most likely easier

Edit: I'll have a look into this

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M1ngXU avatar M1ngXU commented on July 29, 2024

I checked out cuDNN; there are so many functions! can you maybe give me a list of relevant functions? since cuDNN requires very "special" settings, cuDNN would most likely have to be a seperate device/have a different kind of tensor?

This is my cudnn branch: https://github.com/M1ngXU/cudarc/tree/cudnn

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coreylowman avatar coreylowman commented on July 29, 2024

I really like the idea of cuDNN being a different device, that definitely aligns with the device refactor I'm planning for dfdx. Thanks for sharing your code that'll def be useful

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coreylowman avatar coreylowman commented on July 29, 2024

cublas support was added. will add another issue for cudnn

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