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GaoShuang98 avatar GaoShuang98 commented on August 22, 2024

DINO-Mix在一张RTX4090上面是可以训练的,RTX3090没有试过,把batchsize调小一点应该是可以的。
DINO-Mix can be trained on a single RTX4090. RTX3090 hasn't tried it, so a smaller batchsize should do the trick.

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libenchong avatar libenchong commented on August 22, 2024

你好,vpr算是度量学习呀,里面的困难样本挖掘步骤应该是负样本的数量越多越好呀,要是把batchsize减小,训练效果会变差呀

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libenchong avatar libenchong commented on August 22, 2024

我在3090上按照你给的配置试了,batchsize=40,在pitts30ktest上R@1=0.9007,和你的结果差距有点大

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GaoShuang98 avatar GaoShuang98 commented on August 22, 2024

再用main中的微调部分微调一下 (优化器改成adam)

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GaoShuang98 avatar GaoShuang98 commented on August 22, 2024

效果变差也没办法呀,显存要大

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libenchong avatar libenchong commented on August 22, 2024

你的工作做的非常好,谢谢你的回答

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libenchong avatar libenchong commented on August 22, 2024

你好,能冒昧的问一下,论文表中的数据是你自己重新训的还是用的GSV-Citites数据集论文里面的数据呀,因为我看到在Norland数据集上的指标MixVPR是76.12,而在MixVPR原文中在Norland数据集上的R@1是58.4呀,

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