About L2 & TV loss, mean value

[mountains-high]

Good day, Thank you for the nice job and for making it open-source ~ I have some doubts about these two losses. Could you please explain why you have taken the "mean of L2 loss and TV loss"? https://github.com/NVlabs/DIODE/blob/80a396d5772528d4c393a301b0a1390eb7e7e039/deepinversion_yolo.py#L178

and

https://github.com/NVlabs/DIODE/blob/80a396d5772528d4c393a301b0a1390eb7e7e039/deepinversion_yolo.py#L245

Thank you ~

[mountains-high]

These two below gotten from the original source DI/cifar10: https://github.com/NVlabs/DeepInversion/blob/6d64b65c573a8229844c746d77993b2c0431a3e5/cifar10/deepinversion_cifar10.py#L184 loss_var = torch.norm(diff1) + torch.norm(diff2) + torch.norm(diff3) + torch.norm(diff4)

and

https://github.com/NVlabs/DeepInversion/blob/6d64b65c573a8229844c746d77993b2c0431a3e5/cifar10/deepinversion_cifar10.py#L177 loss = loss + l2_coeff * torch.norm(inputs_jit, 2) Which will be correct one? Thanks