This module was implemented for Python 3.8, PyTorch 1.7.1 and CUDA 10.1. Required packages can be found in the requirements.txt file.
The working directory for all main scripts is semlc/. The main script to run experiments is semlc/run.py.
Use for instance as follows:
cd semlc
python3 run.py alexnet semlc -e 180 -w 3 --data cifar10
# for help, use
python run.py --help
Every model is assigned a unique process id. Results and parameters of the model are stored in semlc/experiments/static/saved_models.
We provide a Flask app which can be started from the root directory by calling ./monitor.
It provides an interface to navigate and analyze models and their results.