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Cysu avatar Cysu commented on May 26, 2024

Thank you very much for the suggestion! The default setting is 256 batch size on 4 GPUs. So that each GPU has a mini-batch of 64 images, which belongs to 16 identities each having 4 instances (--num-instances 4). It is similar to the paper's setting.

I actually have tried using exactly the same setting with the paper (one GPU, 18 identities x 4 instances/id). The result is similar to the above default setting. Maybe I've missed something critical and need to wait for the authors' code.

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miraclebiu avatar miraclebiu commented on May 26, 2024

Thanks! I will do some experiments too.

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liangbh6 avatar liangbh6 commented on May 26, 2024

@Cysu I modify the market1501 split to maintain the standard protocol and train the model using exactly the same setting with the paper (one GPU, 18 identities x 4 instances/id), but I get rank1 78.5%. Could you give me some suggestions on reproducing the results of TriNet?

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