Multi-label classification for model with positive outputs

[marziehoghbaie]

Hi,
I like to use this model for multi-label task where I have to use BCEwithlogitloss. But model's output is always positive, so with this always-positive output, the built-in sigmoid function does not work. I like to know what would be the solution in such case?
Best regards