shadho - Scalable Hardware-Aware Distributed Hyperparameter Optimizer

shadho is framework for distributed hyperparameter optimization developed for machine/deep learning applications.

• Website/Documentation: https://shadho.readthedocs.io
• Bug Reports: https://github.com/jeffkinnison/shadho/issues

Installation

Note: The post-install step may look like it hangs, but it is just compiling Work Queue behind the scenes and may take a few minutes.

$ pip install shadho
$ python -m shadho.installers.workqueue

Installing on a Shared System

The owner of the shared installation should follow the steps above. Then, another user installs with

$ pip install shadho
$ python -m shadho.installers.workqueue --prefix <path to shared install>

Dependencies

• numpy
• scipy
• pyrameter
• Work Queue (Built and installed by setup.py)