quantization topic

A model compression and acceleration toolbox based on pytorch.

megvii-research

A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and others.

Bisonai

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (pape...

htqin

PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.

openppl-public

[CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision

mit-han-lab

[CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework

amirgholami

[ICML'21 Oral] I-BERT: Integer-only BERT Quantization

kssteven418

[IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer

megvii-research

[CVPR 2020] APQ: Joint Search for Network Architecture, Pruning and Quantization Policy

mit-han-lab

FrostNet: Towards Quantization-Aware Network Architecture Search

clovaai