These pretrained models are released for TLT. I am not sure if they worked in Amazon Sagemaker.
For how to use these pretrained models, just set it in the training spec.
model_config {
pretrained_model_file: “/path/to/pretrained/model”
Reference blog: https://developer.nvidia.com/blog/training-custom-pretrained-models-using-tlt/