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PyTorch Monarch has been brought to AMD Instinct GPUs with ROCm, enabling fault-tolerant distributed training. The port required significant engineering to convert the GPU runtime and communication stack from CUDA to ROCm, with all 1,171 tests passing. The system recovers from node failures without halting training.
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