RuntimeError: one of the variables needed for gradient computation has been modified by an inplace operation: [torch.cuda.FloatTensor [1, 1, 256, 256]], which is output 0 of ReluBackward0, is at version 1; expected version 0 instead

Thanks a lot. it worked for me.