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Coder-TieHH avatar Coder-TieHH commented on June 16, 2024

我发现了是VIDEOS_PER_EPOCH这个参数的问题，请问这个参数如果像您一样选择6个数据集进行训练需要设置为多少，这个参数的意义是什么？

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HonglinChu avatar HonglinChu commented on June 16, 2024

VIDEOS_PER_EPOCH可以理解成是训练一个epoch使用到的图片对数量；使用的数据集种类越多，总的训练数据越大， VIDEOS_PER_EPOCH就要设置的越大，尽可能保证每一个epoch内，使用到的训练数据覆盖到所有不同数据集；我在训练NanoTrackV2 和V3的时候使用了6个数据集，VIDEOS_PER_EPOCH设置的是400000；当只使用GOT训练的时候，可以降低数值设置成100000或者200000

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Coder-TieHH avatar Coder-TieHH commented on June 16, 2024

好的，感谢您的解答，但是为什么当我和您的参数设置一致时，训练出来的最后在vot2018上eao只有0.260左右，还是说需要用您提供的pretrain训练，这个pretraind是怎么拿到的呢，请您不吝赐教🙏

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