Calibtip
Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Awesome Model Quantization | 1,449 | 3 months ago | ||||||||
| A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo. | ||||||||||
| Awesome Automl And Lightweight Models | 647 | 4 years ago | ||||||||
| A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering. | ||||||||||
| Deep Compression Alexnet | 599 | 2 years ago | 1 | bsd-2-clause | Python | |||||
| Deep Compression on AlexNet | ||||||||||
| Tinyml Papers And Projects | 566 | 7 months ago | 2 | mit | ||||||
| This is a list of interesting papers and projects about TinyML. | ||||||||||
| Awesome Deep Neural Network Compression | 475 | 8 months ago | 4 | Python | ||||||
| Summary, Code for Deep Neural Network Quantization | ||||||||||
| Awesome Ml Model Compression | 378 | 9 months ago | mit | |||||||
| Awesome machine learning model compression research papers, tools, and learning material. | ||||||||||
| Bmxnet | 344 | 4 years ago | apache-2.0 | C++ | ||||||
| (New version is out: https://github.com/hpi-xnor/BMXNet-v2) BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet | ||||||||||
| Awesome Model Compression And Acceleration | 329 | 3 years ago | 3 | |||||||
| a list of awesome papers on deep model ompression and acceleration | ||||||||||
| Awesome Edge Machine Learning | 200 | a year ago | 1 | other | Python | |||||
| A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and others. | ||||||||||
| Network Speed And Compression | 176 | 3 years ago | 1 | |||||||
| Network acceleration methods | ||||||||||
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