sparsity topic

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 inclu...

mehtadushy

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

tensorflow

PaddleSlim is an open-source library for deep model compression and architecture search.

PaddlePaddle

Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™

openvinotoolkit

Always sparse. Never dense. But never say never. A Sparse Training repository for the Adaptive Sparse Connectivity concept and its algorithmic instantiation, i.e. Sparse Evolutionary Training, to boos...

dcmocanu

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

neuralmagic

Sparse Optimisation Research Code

bwohlberg

Caffe for Sparse and Low-rank Deep Neural Networks

wenwei202

SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime

intel

Neural Network Compression Framework for enhanced OpenVINO™ inference

openvinotoolkit