Comments (4)
cavalleria
commented on May 24, 2024
have you solved it? i have not meet this bug.
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ReverseSystem001
commented on May 24, 2024
have you solved it? i have not meet this bug.
I have not. I will try later.
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luameows
commented on May 24, 2024
@cavalleria I think the function of circle loss may have some bugs, especially in the forward step. I cannot figure out why u use torch.logsumexp to compute the output feature. For nn.CrossEntropyLoss has already done Softmax already, I think u do not neeed to compute softmax again in the forward step.
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cavalleria
commented on May 24, 2024
@cavalleria I think the function of
circle lossmay have some bugs, especially in theforwardstep. I cannot figure out why u usetorch.logsumexpto compute the output feature. Fornn.CrossEntropyLosshas already done Softmax already, I think u do not neeed to compute softmax again in theforwardstep.
circle loss not use nn.CrossEntropyLoss, but use softplus. please refer below code.https://github.com/cavalleria/cavaface.pytorch/blob/13182ecc349ca050fa5a877045390a41037313a7/train.py#L218
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