[Torch] Add support for Huber Loss function

[zahidwx]

Huber Loss function

https://docs.pytorch.org/docs/stable/generated/torch.nn.HuberLoss.html#torch.nn.HuberLoss

This op is missing in torch dialect. It can be implemented via decomposition to other primitive torch ops.