I think this link would be helpful (for deep learning researchers/Engineers):
 Convert Full ImageNet Pre-trained Model from MXNet to PyTorch 70
In this tutorial the MXNet ResNet-152 model which is trained on ~ 14M images and 11K Labels converted to PyTorch via MMdnn framework.
I hope this tutorial would be helpful for PyTorch community.