orion
Asynchronous Distributed Hyperparameter Optimization. (by Epistimio)
aimet
AIMET is a library that provides advanced quantization and compression techniques for trained neural network models. (by quic)
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orion | aimet | |
---|---|---|
1 | 2 | |
279 | 1,908 | |
0.7% | 4.7% | |
7.4 | 9.6 | |
5 months ago | 2 days ago | |
Python | Python | |
GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
orion
Posts with mentions or reviews of orion.
We have used some of these posts to build our list of alternatives
and similar projects.
-
Git token, how to I encourage git to have me put in a username and password?
$ git remote show origin [email protected]:Epistimio/orion.git << SSH $ git remote show origin https://github.com/Epistimio/orion.git << HTTPs
aimet
Posts with mentions or reviews of aimet.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-07-14.
-
I was looking for some great quantization open-source libraries that could actually be applied in production (both edge or cloud CPU/GPU). Do you know if I am missing any good libraries?
Qualcomm AIMET | Advanced quantization and compression techniques for trained neural network models
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Model/Tool to use on Jetson for efficient Quantization/Pruning
Qualcomm AIMET may help you
What are some alternatives?
When comparing orion and aimet you can also consider the following projects:
nni - An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
tkDNN - Deep neural network library and toolkit to do high performace inference on NVIDIA jetson platforms