Hey,
Unfortunately I did not manage to load the FB model. I used the model built-in that you can find in PyTorch.
Here is a nice repo with pre-trained model. Maybe you will find yours (I did not check if there is the one you are looking for).
https://github.com/Cadene/pretrained-models.pytorch#torchvision 14