quantization-aware-training topic

This repository contains notebooks that show the usage of TensorFlow Lite for quantizing deep neural networks.

sayakpaul

micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Ar...

666DZY666

TinyNeuralNetwork is an efficient and easy-to-use deep learning model compression framework.

alibaba

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

YOLO ModelCompression MultidatasetTraining

SpursLipu

A model compression and acceleration toolbox based on pytorch.

megvii-research

FrostNet: Towards Quantization-Aware Network Architecture Search

clovaai

针对pytorch模型的自动化模型结构分析和修改工具集，包含自动分析模型结构的模型压缩算法库

THU-MIG

Code for paper 'Multi-Component Optimization and Efficient Deployment of Neural-Networks on Resource-Constrained IoT Hardware'

bharathsudharsan