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Amazon launches TorchNeuron to run PyTorch on Trainium chips with one setting

Amazon says existing PyTorch code runs on Trainium chips with no rewrite, and TorchNeuron will be open-sourced on October 20.

Launch of TorchNeuron — a Native PyTorch Backend for AWS Trainium
Image: Amazon
85%of developers write in PyTorch, per Amazon

Hype check

Hype5
Real3
As advertised

The noise matches the real change.

Your call: hype or real?

Real = it will matter in daily use. Hype = louder than it is. One vote, and it can’t be changed.

Why it matters

Easier switching between chips gives developers more choices than Nvidia chips alone.

For most people

Skip: nothing changes for you.

The details

  • PyTorch code runs on Trainium with a single configuration change, according to Amazon.
  • TorchNeuron will be released under an open-source licence at PyTorch Conference North America on October 20.
  • Amazon says the same chip handles both training and inference.
  • Amazon is contributing changes to PyTorch that reduce its ties to specific chips.
  • Amazon says Deepgram processes 70% more audio per dollar after moving to Trainium.
Try itWorth trying for developers once the open code is out; judge the cost yourself.

Receipts

The company or lab said it. Primary source linked. Open the sources and check us.

Written with the help of AI tools and checked against the sources above. How we work

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