Download Baselines

A convenience script to download all baselines for DeepOBS.

Note

The download is currently around 470 MB large, so it might take a while, depending on your internet connection.

The baselines are currently for the three most popular deep learning optimizers, SGD, Momentum and Adam. The files include the JSON results for both the hyperparameter tuning phase (36 runs with different learning rates) as well as the final results with the best performing setting (10 runs with different random seeds and the same hyperparameter setting).

They can be used together with the plotting module or script to automatically compare the results of new optimizers, without having to run those baselines again.

Usage:

usage: deepobs_get_baselines.sh [--data_dir=DIR]

Named Arguments

-d --data_dir

Path where the baselines should be saved. Defaults to "baselines_deepobs".