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At the PyTorch Conference North America 2026, Amazon introduced TorchNeuron, a native PyTorch backend for AWS Trainium chips. Today, 85% of AI researchers write in PyTorch, but moving to new chips previously required rewriting code. TorchNeuron allows a single configuration change to switch hardware, eliminating months of revalidation work for developers.
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