Delta Encoding in Pytorch

I am referring the paper “On Efficient Constructions of Checkpoints”

Design:
Delta Encoding => Quantization => Huffman Coding => Save Checkpoint

Do you have idea related Delta Encoding in Pytorch, how to use in it in Pytorch?