Solved by ptrblck in post #2 
              
              
                The model_zoo was moved to the torch.hub, if I’m not mistaken. 
torch.hub is an easy way to load pretrained models from public GitHub repositories and you can find the currently supported models here. 
For a resnet you could either use the torchvision implementation or load these models from the hub…