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your multi_label_classifier was constructed by several concurrent FC layers .Another idea is that the label is encoded by one-hot encoder and add a sigmoid function after the 3rd FC layer.At last ,only a CrossEntropyLoss is used without any concurrent FC layers.Do you think the idea works or have you try it?Thanks very much!
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