Overview: The Run:AI Researcher Library¶

Introduction¶

Run:AI provides a python library that can optionally be installed within your docker image and activated during the deep learning session.
When installed, the library provides:

• Additional progress reporting and metrics
• Ability to dynamically stretch and compress jobs according to GPU availability.
• Support for experiment management when performing hyperparameter optimization

The library is open-source and can be reviewed here.

Installing the Run:AI Researcher Library¶

In your command-line run:

pip install runai

Run:AI Researcher Library Modules¶

To review details on the specific Run:AI Researcher Library modules see:

• Reporting via the Run:AI Researcher Library
• Elasticity, Dynamically Stretch/Compress Jobs According to GPU Availability
• Hyperparameter optimization support