nylon
aimet
| nylon | aimet | |
|---|---|---|
| 5 | 2 | |
| 83 | 2,177 | |
| - | 2.5% | |
| 0.0 | 9.8 | |
| over 3 years ago | about 13 hours ago | |
| Python | Python | |
| MIT License | GNU General Public License v3.0 or later |
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nylon
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
What are some alternatives?
Gramformer - A framework for detecting, highlighting and correcting grammatical errors on natural language text. Created by Prithiviraj Damodaran. Open to pull requests and other forms of collaboration.
tkDNN - Deep neural network library and toolkit to do high performace inference on NVIDIA jetson platforms
MLBox - MLBox is a powerful Automated Machine Learning python library.
model-optimization - A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
deep-fast-vision - A Python library for rapid prototyping of deep transfer learning vision models.
qkeras - QKeras: a quantization deep learning library for Tensorflow Keras
orion - Asynchronous Distributed Hyperparameter Optimization.
ludwig - Low-code framework for building custom LLMs, neural networks, and other AI models
ML.NET-Auto-ML-ESRB-Rating-Classification - Classifying Game ESRB Ratings using ML.NET Auto ML
open-lpr - Open Source and Free License Plate Recognition Software
Keras - Deep Learning for humans
distiller - Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller