Hyperparameter optimizer with distributed hardware at heart
Project description
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)
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