To install the package:
pip install -e .Running multiple experiments simultaneously is done through task spooler. To install it run:
sudo apt-get install task-spoolerRunning meta script generates experiment files from which the plots
could be produced as done in the notebooks/plots.ipynb Jupyter
notebook. To run figure 1 experiments:
meta --ntasks-range 100 6400 7 --task-size 10 \
--num-runs 12 --logdir logdir/figure.01figure 2 experiments:
meta --ntasks-range 100 6400 7 --task-size 25 \
--num-runs 12 --logdir logdir/figure.02figure 3 experiments:
meta --task-size-range 5 30 9 --ntasks 800 \
--num-runs 12 --logdir logdir/figure.03figure 4 experiments:
meta --ntasks-range 100 6400 7 --features-dist adversarial \
--task-size 25 --num-runs 12 --logdir logdir/figure.04figure 5 experiments:
meta --label-scale-range 1e-3 2 14 --ntasks 800 --task-size 10 \
--num-runs 12 --logdir logdir/figure.05