cedrickchee / awesome-ml-model-compressionLinks
Awesome machine learning model compression research papers, quantization, tools, and learning material.
☆531Updated 11 months ago
Alternatives and similar repositories for awesome-ml-model-compression
Users that are interested in awesome-ml-model-compression are comparing it to the libraries listed below
Sorting:
- Collection of recent methods on (deep) neural network compression and acceleration.☆949Updated 4 months ago
- Summary, Code for Deep Neural Network Quantization☆552Updated 2 months ago
- ☆668Updated 4 years ago
- Papers for deep neural network compression and acceleration☆400Updated 4 years ago
- papers about model compression☆166Updated 2 years ago
- [ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices☆443Updated last year
- A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are co…☆2,192Updated 5 months ago
- [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework☆280Updated last year
- Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.☆442Updated 2 years ago
- A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures,…☆852Updated 4 years ago
- A library for researching neural networks compression and acceleration methods.☆139Updated 11 months ago
- Model Quantization Benchmark