quantization topic

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

openvinotoolkit

⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.

Ki6an

LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks

microsoft

An Open Source Deep Learning Inference Engine Based on FPGA

TF2-Engine

An Open-Source Package for Deep Learning to Hash (DeepHash)

thulab

Must-read papers on deep learning to hash (DeepHash)

caoyue10

Embedded and mobile deep learning research resources

csarron

Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design

A-suozhang

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

aaron-xichen

Ternary Gradients to Reduce Communication in Distributed Deep Learning (TensorFlow)

wenwei202