hard20 pts · first answer countsgpu-computingcollectivesperformance
Time to all-reduce 7B gradients
Gradients of a 7B model in BF16 are 14 GB. With ring all-reduce over 8 GPUs at an effective 300 GB/s per GPU, about how long does one all-reduce take, ignoring overlap?
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