1hunters / LIMPQ
Official implementation for paper LIMPQ, "Mixed-Precision Neural Network Quantization via Learned Layer-wise Importance", ECCV 2022
☆47Updated last year
Related projects ⓘ
Alternatives and complementary repositories for LIMPQ
- ☆24Updated 2 years ago
- ☆68Updated 2 years ago
- BitSplit Post-trining Quantization☆47Updated 2 years ago
- [ICML 2023] This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binar…☆54Updated 8 months ago
- Reproducing Quantization paper PACT☆56Updated 2 years ago
- Pytorch implementation of our paper accepted by ICCV 2021 -- ReCU: Reviving the Dead Weights in Binary Neural Networks http://arxiv.org/a…☆39Updated 2 years ago
- [CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric☆51Updated last year
- Pytorch implementation of our paper accepted by CVPR 2022 -- IntraQ: Learning Synthetic Images with Intra-Class Heterogeneity for Zero-Sh…☆31Updated 2 years ago
- Post-training sparsity-aware quantization☆33Updated last year
- BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization (ICLR 2021)☆36Updated 3 years ago
- A PyTorch Framework for Efficient Pruning and Quantization for specialized accelerators.☆32Updated 2 years ago
- The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quan…☆113Updated last year
- ☆17Updated 2 years ago
- A collection of research papers on efficient training of DNNs☆68Updated 2 years ago
- DeiT implementation for Q-ViT☆23Updated 2 years ago
- EQ-Net [ICCV 2023]☆26Updated last year
- Binary neural networks developed by Huawei Noah's Ark Lab☆29Updated 3 years ago
- [TMLR] Official PyTorch implementation of paper "Efficient Quantization-aware Training with Adaptive Coreset Selection"☆29Updated 3 months ago
- Pytorch implementation of our paper accepted by ECCV 2022-- Fine-grained Data Distribution Alignment for Post-Training Quantization☆14Updated 2 years ago
- [NeurIPS 2023] ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer☆31Updated 11 months ago
- [ICCV-2023] EMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization☆27Updated 11 months ago
- The official implementation of the NeurIPS 2022 paper Q-ViT.☆83Updated last year
- LSQ+ or LSQplus☆59Updated last year
- Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.☆115Updated 2 years ago
- Official implementation of the EMNLP23 paper: Outlier Suppression+: Accurate quantization of large language models by equivalent and opti…☆42Updated last year
- Pytorch implementation of RAPQ, IJCAI 2022☆21Updated last year
- This is the pytorch implementation for the paper: Generalizable Mixed-Precision Quantization via Attribution Rank Preservation, which is…☆24Updated 3 years ago
- ☆18Updated 2 years ago
- Neural Network Quantization With Fractional Bit-widths☆12Updated 3 years ago
- ☆38Updated last year