megvii-research / FQ-ViTLinks
[IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer
☆358Updated 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.☆236Updated 3 years ago
- Pytorch implementation of BRECQ, ICLR 2021☆289Updated 4 years ago
- The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quan…☆127Updated 4 months ago
- Unofficial implementation of LSQ-Net, a neural network quantization framework☆310Updated last year
- The official implementation of the NeurIPS 2022 paper Q-ViT.☆105Updated 2 years ago
- Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.☆138Updated 3 years ago
- Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.☆453Updated 2 years ago
- ☆244Updated 3 years ago
- [CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric☆60Updated 2 years ago
- LSQ+ or LSQplus☆79Updated last year
- The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)☆139Updated 5 years ago
- A simple network quantization demo using pytorch from scratch.☆543Updated 2 years ago
- Model Quantization Benchmark☆856Updated 9 months ago
- PyTorch implementation for the APoT quantization (ICLR 2020)☆281Updated last year
- ☆208Updated 4 years ago
- [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework☆280Updated 2 years ago
- OTOv1-v3, NeurIPS, ICLR, TMLR, DNN Training, Compression, Structured Pruning, Erasing Operators, CNN, Diffusion, LLM☆310Updated last year
- ☆78Updated 3 years ago
- [ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization☆93Updated 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
- EQ-Net [ICCV 2023]☆30Updated 2 years ago
- List of papers related to Vision Transformers quantization and hardware acceleration in recent AI conferences and journals.☆101Updated last year
- [TMLR] Official PyTorch implementation of paper "Quantization Variation: A New Perspective on Training Transformers with Low-Bit Precisio…☆47Updated last year
- PyTorch implementation of "Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference"☆56Updated 6 years ago
- base quantization methods including: QAT, PTQ, per_channel, per_tensor, dorefa, lsq, adaround, omse, Histogram, bias_correction.etc☆51Updated 3 years ago
- DeiT implementation for Q-ViT☆25Updated 9 months ago
- [ICML 2023] This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binar…☆56Updated last year
- The official implementation of the ICML 2023 paper OFQ-ViT☆36Updated 2 years ago
- Awesome Pruning. ✅ Curated Resources for Neural Network Pruning.☆173Updated last year