quantization topic

model-compression-and-acceleration-4-DNN

Z7zuqer

A small library with distillation, quantization and pruning pipelines

elephantmipt

A Python Wrapper of Pngquant

Brightcells

KGy SOFT Drawing is a library for advanced image, icon and graphics handling.

koszeggy

QAT(quantize aware training) for classification with MQBench

ZLkanyo009

arm compute library implementation of efficient low precision neural network

SKKU-ESLAB

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

bharathsudharsan

Post-training static quantization using ResNet18 architecture

Sanjana7395

[FPGA'21] CoDeNet is an efficient object detection model on PyTorch, with SOTA performance on VOC and COCO based on CenterNet and Co-Designed deformable convolution.

Zhen-Dong