Semi-Online Knowledge Distillation

Implementations of SOKD.

Requirements

This repo was tested with Python 3.8, PyTorch 1.5.1, torchvision 0.6.1, CUDA 10.1.

Training

1. Train vanilla model by:

   python main.py -c ./configs/vanilla.yaml --gpu 0 --name experimental_name

2. Train SOKD by:

   python main.py -c ./configs/sokd.yaml --gpu 0 --name experimental_name

Compared methods can be found at the following repos:

Knowledge-Distillation-Zoo

RepDistiller