wimh966 / QDropLinks
The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quantization
☆122Updated last year
Alternatives and similar repositories for QDrop
Users that are interested in QDrop are comparing it to the libraries listed below
Sorting:
- [CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric☆56Updated 2 years ago
- Pytorch implementation of BRECQ, ICLR 2021☆276Updated 3 years ago
- ☆76Updated 2 years ago
- The official implementation of the NeurIPS 2022 paper Q-ViT.☆92Updated 2 years ago
- LSQ+ or LSQplus☆69Updated 4 months ago
- Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.☆132Updated 3 years ago
- Post-Training Quantization for Vision transformers.☆219Updated 2 years ago
- [ICML 2023] This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binar…☆56Updated last year
- A PyTorch Framework for Efficient Pruning and Quantization for specialized accelerators.☆35Updated 3 years ago
- Official implementation of the EMNLP23 paper: Outlier Suppression+: Accurate quantization of large language models by equivalent and opti…☆46Updated last year
- The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)☆135Updated 4 years ago
- EQ-Net [ICCV 2023]☆29Updated last year
- Unofficial implementation of LSQ-Net, a neural network quantization framework☆296Updated last year
- ☆35Updated 2 years ago
- ☆44Updated 3 years ago
- BitSplit Post-trining Quantization☆50Updated 3 years ago
- Code for our paper at ECCV 2020: Post-Training Piecewise Linear Quantization for Deep Neural Networks☆69Updated 3 years ago
- The official implementation of the ICML 2023 paper OFQ-ViT☆30Updated last year
- Code for the NeurIPS 2022 paper "Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning".☆122Updated last year
- ☆12Updated last year
- Collections of model quantization algorithms. Any issues, please contact Peng Chen (blueardour@gmail.com)☆42Updated 3 years ago
- [ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization☆95Updated 3 years ago
- An official implementation of "Network Quantization with Element-wise Gradient Scaling" (CVPR 2021) in PyTorch.☆93Updated last year
- Pytorch implementation of our paper accepted by ICCV 2021 -- ReCU: Reviving the Dead Weights in Binary Neural Networks http://arxiv.org/a…☆39Updated 3 years ago
- DeiT implementation for Q-ViT☆25Updated 2 months ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆97Updated 4 years ago
- The official PyTorch implementation of CHEX: CHannel EXploration for CNN Model Compression (CVPR 2022). Paper is available at https://ope…☆38Updated 2 years ago
- Official implementation for ECCV 2022 paper LIMPQ - "Mixed-Precision Neural Network Quantization via Learned Layer-wise Importance"☆54Updated 2 years ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆36Updated last year
- official implementation of Generative Low-bitwidth Data Free Quantization(GDFQ)☆54Updated last year