aimet
orion
| aimet | orion | |
|---|---|---|
| 2 | 1 | |
| 1,911 | 280 | |
| 2.6% | 0.7% | |
| 9.6 | 7.4 | |
| 4 days ago | 5 months ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
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.
aimet
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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
orion
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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
What are some alternatives?
tkDNN - Deep neural network library and toolkit to do high performace inference on NVIDIA jetson platforms
nni - An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
ludwig - Low-code framework for building custom LLMs, neural networks, and other AI models
dreamerv2 - Mastering Atari with Discrete World Models
open-lpr - Open Source and Free License Plate Recognition Software
nylon - An intelligent, flexible grammar of machine learning.
model-optimization - A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
ds2ai-python - The MLOps platform for innovators š
qkeras - QKeras: a quantization deep learning library for Tensorflow Keras
awesome-experimental-standards-deep-learning - Repository collecting resources and best practices to improve experimental rigour in deep learning research.
TensorRT - NVIDIAĀ® TensorRTā¢ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.
asreview - Active learning for systematic reviews