#sparsity (6 Repositories)
Ranked open-source repositories tagged with #sparsity, scored by pull request acceptance likelihood and maintainer engagement velocity.
30.2%
28.0h
6 repositories tagged #sparsity
intel/neural-compressor
SOTA low-bit LLM quantization (INT8/FP8/MXFP8/INT4/MXFP4/NVFP4) & sparsity; leading model compression techniques on PyTorch, TensorFlow, and ONNX Runtime
openvinotoolkit/nncf
Neural Network Compression Framework for enhanced OpenVINO™ inference
pytorch/ao
PyTorch native quantization for training and inference
XMU-Kuangnan-Fang-Team/GENetLib
A Python library for Gene–environment interaction analysis via deep learning
mehtadushy/SelecSLS-Pytorch
Reference ImageNet implementation of SelecSLS CNN architecture proposed in the SIGGRAPH 2020 paper "XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera". The repository also includes code for pruning the model based on implicit sparsity emerging from adaptive gradient descent methods, as detailed in the CVPR 2019 paper "On implicit filter level sparsity in Convolutional Neural Networks".
Eric-mingjie/network-slimming
Network Slimming (Pytorch) (ICCV 2017)