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Behind the Scenes of Distributed Training and Why Your GPU Wiring Matters as Much as Your Strategy
https://towardsdatascience.com/behind-the-scenes-of-distributed-training-why-your-gpu-wiring-matters-as-much-as-your-strategy/(towardsdatascience.com)Distributed training strategies are essential for handling models that are either too slow or too large for a single GPU. A common method, Distributed Data Parallel (DDP), solves the speed problem by giving each GPU a full model copy, but fails when the model is too large to fit in memory.
0 points•by chrisf•1 hour ago