ModelTC / MQBenchLinks
Model Quantization Benchmark
☆856Updated 8 months ago
Alternatives and similar repositories for MQBench
Users that are interested in MQBench are comparing it to the libraries listed below
Sorting:
- A simple network quantization demo using pytorch from scratch.☆541Updated 2 years ago
- Pytorch implementation of BRECQ, ICLR 2021☆284Updated 4 years ago
- Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.☆452Updated 2 years ago
- EasyQuant(EQ) is an efficient and simple post-training quantization method via effectively optimizing the scales of weights and activatio…☆405Updated 3 years ago
- PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.☆1,776Updated last year
- A parser, editor and profiler tool for ONNX models.☆468Updated last month
- [IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer☆354Updated 2 years ago
- TinyNeuralNetwork is an efficient and easy-to-use deep learning model compression framework.☆861Updated 4 months ago
- Offline Quantization Tools for Deploy.☆141Updated last year
- Unofficial implementation of LSQ-Net, a neural network quantization framework☆306Updated last year
- PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.☆264Updated 2 years ago
- Everything in Torch Fx☆345Updated last year
- [CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision☆400Updated 4 years ago
- [ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices☆445Updated 2 years ago
- PyTorch implementation for the APoT quantization (ICLR 2020)☆281Updated last year
- 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☆253Updated 2 years ago
- [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework☆279Updated 2 years ago
- ☆243Updated 3 years ago
- A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.☆360Updated last year
- [CVPR 2020] This project is the PyTorch implementation of our accepted CVPR 2020 paper : forward and backward information retention for a…☆181Updated 5 years ago
- Quantization of Convolutional Neural networks.☆248Updated last year
- Summary, Code for Deep Neural Network Quantization☆558Updated 6 months ago
- ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting (ICCV 2021)☆299Updated 3 years ago
- Post-Training Quantization for Vision transformers.☆235Updated 3 years ago
- Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design☆160Updated 5 years ago
- micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantiz…☆2,268Updated 7 months ago
- The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quan…☆125Updated 3 months ago
- A model compression and acceleration toolbox based on pytorch.☆333Updated last year
- ppl.cv is a high-performance image processing library of openPPL supporting various platforms.☆513Updated last year
- A nnie quantization aware training tool on pytorch.☆238Updated 5 years ago