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Question about DM compression time #16

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Oshikaka opened this issue Oct 5, 2024 · 1 comment
Open

Question about DM compression time #16

Oshikaka opened this issue Oct 5, 2024 · 1 comment

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@Oshikaka
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Oshikaka commented Oct 5, 2024

Hi maintainers,

Thanks for the good work. In the paper, you wrote "previous SOTA method DM [63] needs 28,000 GPU hours to distill ImageNet-1K with 60% data processing." May I wonder how did you get this 28,000 hours (approx. 1166.7 days) result?

Thanks!

@vimar-gu
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vimar-gu commented Oct 7, 2024

Sorry for the late reply. As DM conducts class-wise sample optimization, we estimated the required time for the whole ImageNet-1K dataset based on the subset calculation time.

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