quantized-neural-networks topic

CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices

EEESlab

This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contraints of the target device.

mrusci

Slides with modifications for a course at Tsinghua University.

megvii-research

This repository contains source code to binarize any real-value word embeddings into binary vectors.

tca19

QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX

fastmachinelearning

Binary neural networks developed by Huawei Noah's Ark Lab

zhaohui-yang

This project is the official implementation of our accepted NeurIPS 2023 (spotlight) paper QuantSR: Accurate Low-bit Quantization for Efficient Image Super-Resolution.

htqin

Low Precision(quantized) Yolov5

sefaburakokcu

Input scripts for securely evaluating quantized ImageNet models with mp-spdz

anderspkd

The Hailo Model Zoo includes pre-trained models and a full building and evaluation environment

hailo-ai