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.
  ☆227Updated 3 years ago
• ModelTC / Dipoorlet
  Offline Quantization Tools for Deploy.
  ☆138Updated last year
• yhhhli / BRECQ
  Pytorch implementation of BRECQ, ICLR 2021
  ☆282Updated 4 years ago
• megvii-research / FQ-ViT
  [IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer
  ☆350Updated 2 years ago
• wimh966 / QDrop
  The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quan…
  ☆125Updated last week
• ZouJiu1 / LSQplus
  LSQ+ or LSQplus
  ☆74Updated 8 months ago
• Forggtensky / Quantize_Pytorch_Vgg16AndMobileNet
  Quantize,Pytorch,Vgg16,MobileNet
  ☆42Updated 4 years ago
• Jermmy / pytorch-quantization-demo
  A simple network quantization demo using pytorch from scratch.
  ☆537Updated 2 years ago
• hustvl / PD-Quant
  [CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric
  ☆58Updated 2 years ago
• MegEngine / examples
  A set of examples around MegEngine
  ☆31Updated last year
• bytedance / MRECG
  ☆36Updated 2 years ago
• zhutmost / lsq-net
  Unofficial implementation of LSQ-Net, a neural network quantization framework
  ☆303Updated last year
• xuke225 / EQ-Net
  EQ-Net [ICCV 2023]
  ☆30Updated 2 years ago
• jnulzl / PyTorch-QAT
  PyTorch Quantization Aware Training(QAT,量化感知训练)
  ☆37Updated last year
• YanjingLi0202 / Q-ViT
  The official implementation of the NeurIPS 2022 paper Q-ViT.
  ☆96Updated 2 years ago
• liuzechun / Nonuniform-to-Uniform-Quantization
  Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.
  ☆133Updated 3 years ago
• Laicheng0830 / Pytorch_Model_Quantization
  OpenPose uses Pytorch for static quantization, saving, and loading of models
  ☆88Updated 4 years ago
• ModelTC / MQBench
  Model Quantization Benchmark
  ☆840Updated 5 months ago
• 791136190 / awesome-qat
  ☆21Updated 3 years ago
• leimao / PyTorch-Quantization-Aware-Training
  PyTorch Quantization Aware Training Example
  ☆140Updated last year
• hustzxd / LSQuantization
  The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)
  ☆137Updated 4 years ago
• A-suozhang / awesome-quantization-and-fixed-point-training
  Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design
  ☆160Updated 4 years ago
• itayhubara / CalibTIP
  Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming
  ☆99Updated 4 years ago
• Tlntin / trt2023
  ☆26Updated 2 years ago
• xu-peng-tao / SSD-Pruning-and-quantization
  Pruning and quantization for SSD. Model compression.
  ☆30Updated 4 years ago
• Zhen-Dong / HAWQ
  Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.
  ☆450Updated 2 years ago
• ArtyZe / yolo_quantization
  Based of paper "Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference"
  ☆64Updated 4 years ago
• DD-DuDa / TensorRT-in-Action
  TensorRT-in-Action 是一个 GitHub 代码库，提供了使用 TensorRT 的代码示例，并有对应 Jupyter Notebook。
  ☆15Updated 2 years ago
• peiswang / BitSplit
  BitSplit Post-trining Quantization
  ☆50Updated 3 years ago
• chenlamei / MobileVit_TensorRT
  TensorRT 2022 亚军方案，tensorrt加速mobilevit模型
  ☆68Updated 3 years ago