Dataset Distillation

The code was forked from the initial project and changed by Dmitry Medvedev.
This project contains code of experiments for coursework

Fast Experiments Restart

Download the data from google drive and unzip it into the project directory. You can now use the following commands to restart experiments with already distilled data:
python experiment_whole_data.py --results_dir ./Results/experiment_whole_data
python experiment_general_distillation.py --results_dir ./Results/experiment_general_distillation
python experiment_strategies.py

Note: if you cannot find any experiments, it is because the code is under refactoring and all experiments will be added soon.

Prerequisites

System requirements

• Python 3
• CPU or NVIDIA GPU + CUDA

Dependencies

• torch >= 1.0.0
• torchvision >= 0.2.1
• numpy
• matplotlib
• pyyaml
• tqdm