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mtrofin avatar mtrofin commented on May 2, 2024

We didn't use any kind of acceleration, but if you want to, I'd assume anything that Tensorflow supports.

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boomanaiden154 avatar boomanaiden154 commented on May 2, 2024

Anything that Tensorflow supports should work, but note (that at least with how the code is setup currently) that copying the data over to the GPU/doing the training iterations on the GPU/copying everything back over to the CPU takes longer than just doing the training on the CPU, at least when I last tested it. There has been some experimentation with much larger models where acceleration (GPU/TPU) has definitely helped, but none of those models are upstream in this repository.

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reedkotler avatar reedkotler commented on May 2, 2024

So even then a modern mac m1 should work?

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reedkotler avatar reedkotler commented on May 2, 2024

I see, just a modern CPU with 96 HW threads? "for local training, which is currently the only supported mode, we recommend a high-performance workstation (e.g. 96 hardware threads)."

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mtrofin avatar mtrofin commented on May 2, 2024

Yup. The bottleneck is currently compile time.

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reedkotler avatar reedkotler commented on May 2, 2024

Do you know if anyone is using a mac for this?

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boomanaiden154 avatar boomanaiden154 commented on May 2, 2024

There was some experimentation with using a Mac (see patches like #260), but it's not really a platform where all the tooling here is guaranteed to work. The tooling in this repository is almost exclusively developed and run on Linux, although running it on a Mac should theoretically work, maybe minus seem slight issues.

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