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Scalable, structured, dynamically-scheduled hyperparameter optimization.

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shadho - Scalable Hardware-Aware Distributed Hyperparameter Optimizer

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

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>

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