ZenFlow is an offloading framework that updates important gradients on the GPU and asynchronously accumulates unimportant ones on the CPU, achieving up to 5x speedups with comparable accuracy.
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ZenFlow: Enabling Stall-Free Offloading Training via Asynchronous Updates
ZenFlow is an offloading framework that updates important gradients on the GPU and asynchronously accumulates unimportant ones on the CPU, achieving up to 5x speedups with comparable accuracy.