@PyTorch: Live from #PyTorchCon 2026, Robert Hundt (@Amazon) introduces TorchNeuron, the native PyTorch backend for @awscloud Tra…
Summary
Live from #PyTorchCon 2026, Amazon's Robert Hundt introduces TorchNeuron, the native PyTorch backend for AWS Trainium, supporting eager execution and torch.compile for training and serving via vLLM-Neuron, plus Neuron Explorer for profiling down to hardware instructions.
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Live from #PyTorchCon 2026, Robert Hundt (@Amazon) introduces TorchNeuron, the native PyTorch backend for @awscloud Trainium.
Robert shows how TorchNeuron supports eager execution and torch.compile, letting developers train on Trainium using familiar PyTorch code and distributed training APIs.
He also covers how vLLM-Neuron uses torch.compile for serving, and how Neuron Explorer lets developers profile execution from PyTorch down to hardware instructions. @AmazonScience
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