#AWS Trainium
3 related articles
·2 min
Deepgram Voice AI Optimization: Porting Nova-3 to AWS Trainium2 in Practice
Deepgram ported Nova-3 to AWS Trainium2 using the Neuron stack, kernel-level tuning, and a Rust data-parallel runtime to boost batch inference throughput and cut costs.
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·1 min
TorchNeuron: A Native PyTorch Backend for AWS Trainium
PyTorch officially releases TorchNeuron, a native PyTorch backend for AWS Trainium. We unpack the background, what a native backend means, and its potential impact on the AI infrastructure landscape.
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·3 min
PyTorch Runs Natively on AWS Trainium: What Zero Code Changes Really Means
AWS announced native PyTorch support on Trainium at the PyTorch Conference, running eager mode, Torch.compile, and standard distributed APIs with zero code changes. This analysis covers the open-source Torch Neuron backend, six hands-on sessions, and the real impact on training hardware selection.
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