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AWS's TorchNeuron Runs PyTorch on Trainium With .to('neuron'). Shapes Must Be Static

DEV Community: pytorch·Gabriel Anhaia·about 22 hours ago
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model = MyModel().to('neuron') , with the comment # the only change . That is the headline code sample in the PyTorch blog post where AWS introduced TorchNeuron on October 19, 2026.

TorchNeuron is a native PyTorch backend for AWS Trainium chips. AWS says it goes open source under Apache 2.0 as a public beta on October 20, at PyTorch Conference North America . Amazon's own announcement calls the switch a change with "no rewrite" . TechCrunch framed it as Amazon's biggest shot yet at Nvidia's software lead.

The device string really is that short.…

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