Can you please specify if any weight values are assigned corresponding to LIP dataset, if yes then how to find one or you can provide if possible. Folowing is the description of variable weight in util/loss.py:
weight (Tensor, optional): a manual rescaling weight given to each class. If given, has to be a Tensor of size "nclasses".