Keynote: AMD & PyTorch: A Powerful Combination for Generative AI

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" summary

AMD presents concrete support for PyTorch through the ROCm open stack and claims PyTorch 2.0 day-zero support with upstreamed features like torch.export, torch.compile and dynamic shape handling. MosaicML reports large‑language‑model training runs out of the box on AMD Instinct GPUs with zero code changes. ROCm expansion now touches Ryzen clients to Instinct data‑center accelerators and aims to unify embedded, edge and cloud deployments for generative AI.

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