Alternatives and similar repositories for MQBench

Users that are interested in MQBench are comparing it to the libraries listed below

• Jermmy / pytorch-quantization-demo
  A simple network quantization demo using pytorch from scratch.
  ☆533Updated 2 years ago
• Zhen-Dong / HAWQ
  Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.
  ☆439Updated 2 years ago
• deepglint / EasyQuant
  EasyQuant(EQ) is an efficient and simple post-training quantization method via effectively optimizing the scales of weights and activatio…
  ☆400Updated 2 years ago
• yhhhli / BRECQ
  Pytorch implementation of BRECQ, ICLR 2021
  ☆276Updated 3 years ago
• ModelTC / Dipoorlet
  Offline Quantization Tools for Deploy.
  ☆129Updated last year
• OpenPPL / ppq
  PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.
  ☆1,697Updated last year
• zhutmost / lsq-net
  Unofficial implementation of LSQ-Net, a neural network quantization framework
  ☆296Updated last year
• megvii-research / FQ-ViT
  [IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer
  ☆342Updated 2 years ago
• ThanatosShinji / onnx-tool
  A parser, editor and profiler tool for ONNX models.
  ☆442Updated 2 weeks ago
• jakc4103 / DFQ
  PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.
  ☆262Updated last year
• yhhhli / APoT_Quantization
  PyTorch implementation for the APoT quantization (ICLR 2020)
  ☆275Updated 6 months ago
• THU-MIG / torch-model-compression
  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
  ☆249Updated 2 years ago
• amirgholami / ZeroQ
  [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework
  ☆280Updated last year
• 666DZY666 / micronet
  micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantiz…
  ☆2,249Updated last month
• mit-han-lab / haq
  [CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision
  ☆389Updated 4 years ago
• inisis / brocolli
  Everything in Torch Fx
  ☆344Updated last year
• DingXiaoH / ResRep
  ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting (ICCV 2021)
  ☆296Updated 2 years ago
• mit-han-lab / amc
  [ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices
  ☆442Updated last year
• submission2019 / cnn-quantization
  Quantization of Convolutional Neural networks.
  ☆244Updated 10 months ago
• hahnyuan / PTQ4ViT
  Post-Training Quantization for Vision transformers.
  ☆219Updated 2 years ago
• aojunzz / NM-sparsity
  ☆236Updated 2 years ago
• A-suozhang / awesome-quantization-and-fixed-point-training
  Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design
  ☆161Updated 4 years ago
• alibaba / TinyNeuralNetwork
  TinyNeuralNetwork is an efficient and easy-to-use deep learning model compression framework.
  ☆833Updated 3 weeks ago
• OpenPPL / ppl.cv
  ppl.cv is a high-performance image processing library of openPPL supporting various platforms.
  ☆504Updated 7 months ago
• memoiry / Awesome-model-compression-and-acceleration
  ☆668Updated 3 years ago
• megvii-research / Sparsebit
  A model compression and acceleration toolbox based on pytorch.
  ☆331Updated last year
• htqin / IR-Net
  [CVPR 2020] This project is the PyTorch implementation of our accepted CVPR 2020 paper : forward and backward information retention for a…
  ☆179Updated 5 years ago
• aovoc / nnieqat-pytorch
  A nnie quantization aware training tool on pytorch.
  ☆239Updated 4 years ago
• hustzxd / LSQuantization
  The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)
  ☆135Updated 4 years ago
• BBuf / model-compression
  model compression based on pytorch (1、quantization: 8/4/2bits(dorefa)、ternary/binary value(twn/bnn/xnor-net)；2、 pruning: normal、regular a…
  ☆170Updated 4 years ago