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Training times for one GPU #7

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mahmoodn opened this issue Nov 14, 2022 · 1 comment
Open

Training times for one GPU #7

mahmoodn opened this issue Nov 14, 2022 · 1 comment

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@mahmoodn
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Hi
Is there a reference time for trainings for one GPU?
As I am looking at the results, I see 28 minutes for Resnet50 but that is the time for a DGX100 system with 8 A100 GPUs. I expect that 1 GPU time is more than 8*28 minutes, but have no estimation for that.
Any comment about that is welcomed.
@erichan1
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Unfortunately I don't believe we have one-gpu training times and it's difficult to extrapolate. So no good solution I'm afraid. @johntran-nv thoughts?

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@mahmoodn @erichan1