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AWS Machine Learning accelerators such as Inferentia and Trainium deliver best‑in‑class inference and training performance in the cloud. The Neuron Software Development Kit (SDK) optimizes complex neural‑net models for these chips and is integrated with popular frameworks including PyTorch, TensorFlow, and MXNet. Customers span many industries, and the Amazon Annapurna Labs team builds the silicon and software that powers this innovation.