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Google open-sources TorchTPU, a native PyTorch back end for TPUs

https://github.com/google-pytorch/torch_tpu
42•ilreb•1h ago

Comments

Lucasoato•1h ago
Are there TPUs outside Google Cloud?
sschueller•55m ago
Google coral USB and m.2 devices are TPUs.
boulos•42m ago
Only in marketing name. They're not related otherwise.
westurner•55m ago
TPU / neural compute accelerator / Math coprocessor;

"OpenTPU: Open-Source Reimplementation of Google Tensor Processing Unit (TPU)" https://news.ycombinator.com/item?id=44111452

From https://news.ycombinator.com/item?id=45848676 :

> How does Cerebras WSE-3 with 44GB of 'L2' on-chip SRAM compare to Google's TPUs, Tesla's TPUs, NorthPole, Groq LPU, Tenstorrent's, and AMD's NPU designs?

There are TPUs made out of silicon carbide with standard fab.

There is in-flight tensor processing with photons, but that's not quite a TPU.

boulos•41m ago
Yes. Google is famously selling TPUs on prem to big customers (e.g., Anthropic) and Crux AI is now a venture to do just that.
npalli•58m ago
Interesting, Amazon doing the same for AWS Trainium.

https://github.com/aws-neuron/torch-neuronx

yipinwong•42m ago
Dumb question from non-AI engineer.

Is this somehow Google's answer to today's best DeepSeek open-sourcing inferencing engine?

bitpush•35m ago
I dont think big companies like Google react to news like that. Very likely this was meant to go out on Tuesday for weeks now. And it just happened to have coincided with another news.
Tanjreeve•30m ago
They do different things and sit in different parts of the stack (training vs inference). TorchTPU seems more like a play to get more people familiar with Googles TPU chips as they want to sell them to people outside of google.
mathisfun123•2m ago
lol no this is a replacement for https://github.com/pytorch/xla
23agt•22m ago
Google is selling TPU shovels via Cloud services and also physically to select partners. So this makes sense.

There will be an abundance of shovels. Nebius already crashed by almost half from its hype peak.

airza•16m ago
it doesn't seem like there's an abundance of shovels coming anytime soon

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