Add set of standard config files

[avantikalal]

Include a set of config files with commonly used parameters, covering single-GPU and multi-GPU use. Give each config file a descriptive name and allow users to select a suitable config for their experiment.

The experiment-specific config files on S3 can then be replaced with a table saying which config file to use for each experiment.