TorchTPU: Running PyTorch Natively on TPUs at Google Scale
developers.googleblog.com

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103 points

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mji

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9 hours ago

7 comments

in-silico ・ 6 hours ago

This is great to see.

I did trained some research models using the existing PyTorch/XLA on TPUs, and it was a mess of undocumented behavior and bugs (silently hanging after 8 hours of training!).

If anyone is trying to use PyTorch on TPU before TorchTPU is released, you can check out the training pipeline that I ended up building to support my research: https://github.com/aklein4/easy-torch-tpu

Reubend ・ 6 hours ago

Sounds good, but my main question is: is this a fork, or a new backend they're building in (like MPS)?

  • musebox35 ・ an hour ago

    I attended the related session at Next’26 yesterday. From my understanding it is a new backend and they will release the torch tpu source on github in one or two months. It will not support all ops initially but they are moving fast. Still for a while torchax is mature enough to run torch models on tpus by translating to jax.

noracists ・ 2 hours ago

Very excited for this.