Di Huang

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And for implementing the Sparse version, it should be equivalent to changing the y_true to one hot labels and then directly apply the CircleLoss class's call, is that correct?

Thanks for your quick reply! for 2 if K >1 I still have some questions. Basically it is a sum of exp(-gamma...s_p...). This means that you cannot take the sum...