Lossy Compression for Lossless Prediction

WIP

Install

0. Clone repository
1. Install PyTorch >= 1.7
2. pip install -r requirements.txt

Nota Bene:

• if you prefer I also provide a Dockerfile to install the necessary packages.
• hydra and pytorch lightning logging don't work great together (specifically pytorch lighning logs go to stderr and don't propagate). To have a better logging experience you should comment (or delete) out the folowing lines in pytorch_lightning/__init__.py :

if not _root_logger.hasHandlers():
     _logger.addHandler(logging.StreamHandler())
     _logger.propagate = False