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)
1 maintainer
Release files for shadho 0.4.5
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| shadho-0.4.5.tar.gz | 28.4 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| shadho-0.4.5-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 61.7 kB
Release files / shadho-0.4.5.tar.gz
| Download URL | shadho-0.4.5.tar.gz |
|---|---|
| Size | 28.4 kB |
| Tags | Source |
|
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Release files / shadho-0.4.5-py3-none-any.whl
| Download URL | shadho-0.4.5-py3-none-any.whl |
|---|---|
| Size | 33.3 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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