megvii-research / FQ-ViTLinks
[IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer
☆347Updated 2 years ago
Alternatives and similar repositories for FQ-ViT
Users that are interested in FQ-ViT are comparing it to the libraries listed below
Sorting:
- Post-Training Quantization for Vision transformers.☆224Updated 3 years ago
- Pytorch implementation of BRECQ, ICLR 2021☆282Updated 4 years ago
- The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quan…☆124Updated 2 years ago
- The official implementation of the NeurIPS 2022 paper Q-ViT.☆96Updated 2 years ago
- Unofficial implementation of LSQ-Net, a neural network quantization framework☆300Updated last year
- Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.☆133Updated 3 years ago
- Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.☆442Updated 2 years ago
- [CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric☆57Updated 2 years ago
- LSQ+ or LSQplus☆71Updated 6 months ago
- ☆238Updated 2 years ago
- The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)☆137Updated 4 years ago
- A simple network quantization demo using pytorch from scratch.☆534Updated 2 years ago
- Model Quantization Benchmark☆829Updated 4 months ago
- ☆206Updated 3 years ago
- The official PyTorch implementation of CHEX: CHannel EXploration for CNN Model Compression (CVPR 2022). Paper is available at https://ope…☆38Updated 3 years ago
- Reproducing Quantization paper PACT☆64Updated 3 years ago
- Join the High Accuracy Club on ImageNet with A Binary Neural Network Ticket☆70Updated 2 years ago
- [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework☆280Updated last year
- [ICML 2023] This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binar…☆56Updated last year
- PyTorch implementation for the APoT quantization (ICLR 2020)☆277Updated 8 months ago
- EQ-Net [ICCV 2023]☆30Updated 2 years ago
- ☆76Updated 3 years ago
- [ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization☆95Updated 3 years ago
- OTOv1-v3, NeurIPS, ICLR, TMLR, DNN Training, Compression, Structured Pruning, Erasing Operators, CNN, Diffusion, LLM☆309Updated 11 months ago
- The official implementation of the ICML 2023 paper OFQ-ViT☆33Updated last year
- An official implementation of "Network Quantization with Element-wise Gradient Scaling" (CVPR 2021) in PyTorch.☆93Updated 2 years ago
- List of papers related to Vision Transformers quantization and hardware acceleration in recent AI conferences and journals.☆94Updated last year
- [TMLR] Official PyTorch implementation of paper "Quantization Variation: A New Perspective on Training Transformers with Low-Bit Precisio…☆45Updated 10 months ago
- An official implement of CVPR 2023 paper - NoisyQuant: Noisy Bias-Enhanced Post-Training Activation Quantization for Vision Transformers☆23Updated last year
- A PyTorch Framework for Efficient Pruning and Quantization for specialized accelerators.☆37Updated 3 years ago