zkkli / I-ViTLinks
[ICCV 2023] I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference
☆192Updated last year
Alternatives and similar repositories for I-ViT
Users that are interested in I-ViT are comparing it to the libraries listed below
Sorting:
- [ICCV 2023] RepQ-ViT: Scale Reparameterization for Post-Training Quantization of Vision Transformers☆136Updated last year
- [PR 2024] HTQ: Exploring the High-Dimensional Trade-Off of Mixed-Precision Quantization☆12Updated last year
- [ECCV 2022] Patch Similarity Aware Data-Free Quantization for Vision Transformers☆122Updated 2 years ago
- Post-Training Quantization for Vision transformers.☆234Updated 3 years ago
- The official implementation of the NeurIPS 2022 paper Q-ViT.☆100Updated 2 years ago
- DeiT implementation for Q-ViT☆25Updated 7 months ago
- List of papers related to Vision Transformers quantization and hardware acceleration in recent AI conferences and journals.☆96Updated last year
- The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quan…☆124Updated 2 months ago
- [CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric☆60Updated 2 years ago
- Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.☆135Updated 3 years ago
- LSQ+ or LSQplus☆75Updated 9 months ago
- ☆19Updated 3 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
- Reproducing Quantization paper PACT☆64Updated 3 years ago
- [IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer☆355Updated 2 years ago
- Pytorch implementation of BRECQ, ICLR 2021☆285Updated 4 years ago
- Unofficial implementation of LSQ-Net, a neural network quantization framework☆306Updated last year
- The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)☆138Updated 5 years ago
- Join the High Accuracy Club on ImageNet with A Binary Neural Network Ticket☆69Updated 2 years ago
- The official implementation of the ICML 2023 paper OFQ-ViT☆33Updated 2 years ago
- [CVPR 2025] APHQ-ViT: Post-Training Quantization with Average Perturbation Hessian Based Reconstruction for Vision Transformers☆31Updated 7 months ago
- ☆78Updated 3 years ago
- BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization (ICLR 2021)☆42Updated 4 years ago
- [TMLR] Official PyTorch implementation of paper "Quantization Variation: A New Perspective on Training Transformers with Low-Bit Precisio…☆46Updated last year
- PyTorch implementation of "Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference"☆56Updated 6 years ago
- Neural Network Quantization With Fractional Bit-widths☆11Updated 4 years ago
- EQ-Net [ICCV 2023]☆30Updated 2 years ago
- BitSplit Post-trining Quantization☆50Updated 3 years ago
- ☆243Updated 3 years ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆35Updated 2 years ago