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tianzhi0549 avatar tianzhi0549 commented on May 19, 2024

@lkevinzc these changing points are chosen by following https://arxiv.org/abs/1811.08883.

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lkevinzc avatar lkevinzc commented on May 19, 2024

@tianzhi0549 Oh I see, "reduce the learning rate by 10× in the last 60k and last 20k iterations respectively, no matter how many total iterations"!

So I previously misunderstood the setting.

Thank you so much for pointing out!

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lkevinzc avatar lkevinzc commented on May 19, 2024

@lkevinzc these changing points are chosen by following https://arxiv.org/abs/1811.08883.

Hi there~ Sorry for raising new questions under this old closed issue.

I am wondering why you chose sync_bn and bn for training the RT-FCOS? Will GN work better for smaller batch size?

Thanks!

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tianzhi0549 avatar tianzhi0549 commented on May 19, 2024

@lkevinzc Using GN in the backbone needs to pre-train the backbone (with GN) on ImageNet again.

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lkevinzc avatar lkevinzc commented on May 19, 2024

@lkevinzc Using GN in the backbone needs to pre-train the backbone (with GN) on ImageNet again.

Thank you so much for your prompt and helpful reply!

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