I am not sure about the loss that would be good for your case but if you want a custom loss formulation here is a great thread Custom loss functions - #2 by ptrblck
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I am not sure about the loss that would be good for your case but if you want a custom loss formulation here is a great thread Custom loss functions - #2 by ptrblck