Alternatives and similar repositories for Base-quantization

Users that are interested in Base-quantization are comparing it to the libraries listed below

• hahnyuan / PTQ4ViT
  Post-Training Quantization for Vision transformers.
  ☆218Updated 2 years ago
• ModelTC / Dipoorlet
  Offline Quantization Tools for Deploy.
  ☆128Updated last year
• wimh966 / QDrop
  The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quan…
  ☆122Updated last year
• ZouJiu1 / LSQplus
  LSQ+ or LSQplus
  ☆69Updated 4 months ago
• yhhhli / BRECQ
  Pytorch implementation of BRECQ, ICLR 2021
  ☆273Updated 3 years ago
• leimao / PyTorch-Quantization-Aware-Training
  PyTorch Quantization Aware Training Example
  ☆136Updated last year
• YanjingLi0202 / Q-ViT
  The official implementation of the NeurIPS 2022 paper Q-ViT.
  ☆89Updated 2 years ago
• MegEngine / examples
  A set of examples around MegEngine
  ☆31Updated last year
• hustvl / PD-Quant
  [CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric
  ☆56Updated 2 years ago
• liuzechun / Nonuniform-to-Uniform-Quantization
  Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.
  ☆132Updated 3 years ago
• bytedance / MRECG
  ☆34Updated 2 years ago
• peiswang / BitSplit
  BitSplit Post-trining Quantization
  ☆50Updated 3 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
• xuke225 / EQ-Net
  EQ-Net [ICCV 2023]
  ☆29Updated last year
• Forggtensky / Quantize_Pytorch_Vgg16AndMobileNet
  Quantize,Pytorch,Vgg16,MobileNet
  ☆42Updated 4 years ago
• itayhubara / CalibTIP
  Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming
  ☆97Updated 3 years ago
• zhutmost / lsq-net
  Unofficial implementation of LSQ-Net, a neural network quantization framework
  ☆295Updated last year
• ArtyZe / yolo_quantization
  Based of paper "Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference"
  ☆64Updated 4 years ago
• Laicheng0830 / Pytorch_Model_Quantization
  OpenPose uses Pytorch for static quantization, saving, and loading of models
  ☆88Updated 3 years ago
• papers-submission / CalibTIP
  Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming
  ☆35Updated last year
• hustzxd / EfficientPyTorch
  A PyTorch Framework for Efficient Pruning and Quantization for specialized accelerators.
  ☆34Updated 3 years ago
• KwangHoonAn / PACT
  Reproducing Quantization paper PACT
  ☆64Updated 2 years ago
• jun-fang / PWLQ
  Code for our paper at ECCV 2020: Post-Training Piecewise Linear Quantization for Deep Neural Networks
  ☆69Updated 3 years ago
• lswzjuer / pytorch-quantity
  An 8bit automated quantization conversion tool for the pytorch (Post-training quantization based on KL divergence)
  ☆33Updated 5 years ago
• Tlntin / trt2023
  ☆24Updated last year
• hustzxd / LSQuantization
  The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)
  ☆133Updated 4 years ago
• NVIDIA / sampleQAT
  Inference of quantization aware trained networks using TensorRT
  ☆81Updated 2 years ago
• ModelTC / mqbench-paper
  ☆44Updated 3 years ago
• 791136190 / awesome-qat
  ☆21Updated 3 years ago
• HuangShiqing / LearnAndTry
  ☆19Updated 2 months ago