Tesla and xAI have been to scale coherent GPU AI clusters beyond the 33,000 GPU limit by NOT synchronize all nodes simultaneously. Synchronizing all nodes becomes increasingly challenging at scale – the system implements a partition-based architecture with coordinated timing offsets. They communicate with an ethernet based network using a transport layer without software control ...
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