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

in-silico6 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

Reubend6 hours ago

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

musebox35an 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.

noracists2 hours ago

Very excited for this.

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yujunjie2 hours ago

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crimebrasil4 hours ago

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