0.3.0 doesn’t contain this model as seen here 8 and is too old.
I would recommend to update to the latest stable version (0.6.0), which will contain this model as well as other new features and bug fixes.
Once you are about to update torchvision also update PyTorch, as I assume you might be using an older PyTorch version as well.