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2 articles with this tag

guideshardware

Tensor vs Pipeline vs Data Parallelism: How to Split a Model

Choose how to split a model across rented GPUs, calculate training memory, and match tensor, pipeline and data parallelism to NVLink and cluster networks.

Oct 1, 202611 min read
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hardwareguides

InfiniBand vs RoCE Ethernet: Choose by Workload

InfiniBand and RoCE Ethernet both move GPU traffic between servers. See the generations, provider fabrics, and when a single GPU or node needs neither.

Sep 29, 202614 min read
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