For MIT course 9.520 Statistical Learning Theory and Applicatoins, Fall 2021
Run an experiment by
./do_experiment.sh path/to/config_file.yaml
which will (1) run the training procedure, (2) do the relevant measurements and (3) concatenate the config-file and the output-plots into a single file.
To run the NC measurements in the second-to-last layer, run
python3 src/do_measurements.py -cfg path/to/config_file.yaml -stl ; ./scripts/parse_figs.sh -cfg path/to/config_file.yaml -stl
after having run either
./do_experiment.sh path/to/config_file.yaml
or
python3 src/do_training.py -cfg path/to/config_file