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mvpatel2000 avatar mvpatel2000 commented on August 18, 2024

We don't regularly use TPUs, so unfortunately the support is a bit worse. Can you highlight a few concrete pain points that need to be addressed? What exactly fails with the library as-is?

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Iambestfeed avatar Iambestfeed commented on August 18, 2024

We don't regularly use TPUs, so unfortunately the support is a bit worse. Can you highlight a few concrete pain points that need to be addressed? What exactly fails with the library as-is?

Hmmm, I saw your version using torch xla, but I'm curious if it is possible to use libraries for TPUs such as flax, jax. To be honest, I haven't experimented with them yet because I don't seem to really imagine where I should start.

It seems a bit annoying but can you show me how to edit your framework?

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mvpatel2000 avatar mvpatel2000 commented on August 18, 2024

Composer is PyTorch built, so moving to JAX would be a big lift. You'd have to rewrite the distributed logic, which is a lot of effort. It's certainly possible to do both... but currently we are opinionated in requiring PyTorch

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Iambestfeed avatar Iambestfeed commented on August 18, 2024

Composer is PyTorch built, so moving to JAX would be a big lift. You'd have to rewrite the distributed logic, which is a lot of effort. It's certainly possible to do both... but currently we are opinionated in requiring PyTorch

Hmm, thank you.
It seems to me that with my current capabilities, switching a framework from torch to jax is still a complicated process. I will try again on another occasion.

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