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At PyTorch Conference North America 2026, Google open-sourced TorchTPU for TPUs and AWS launched TorchNeuron in public beta for Trainium chips. These releases aim to help developers move beyond Nvidia GPUs by offering native PyTorch support, though peak performance may still require specific optimization or code changes.
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