The easiest way to reproduce results is to use nvidia-docker. This project is tested on ceshine/cuda-pytorch:0.2.0 image. There is also a Dockerfile in the root folder. Use docker build -t deblur . to build the docker image.
Training
The following assumes you have built a Docker image named deblur.
Start the docker image (replace /mnt/SSD_Data/mirflickr/ with the path to your dataset):