hustzxd / EfficientPyTorch
A PyTorch Framework for Efficient Pruning and Quantization for specialized accelerators.
☆32Updated 3 years ago
Alternatives and similar repositories for EfficientPyTorch:
Users that are interested in EfficientPyTorch are comparing it to the libraries listed below
- [ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization☆94Updated 2 years ago
- The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)☆128Updated 4 years ago
- BitSplit Post-trining Quantization☆48Updated 3 years ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆95Updated 3 years ago
- Code for our paper at ECCV 2020: Post-Training Piecewise Linear Quantization for Deep Neural Networks☆68Updated 3 years ago
- ☆44Updated 3 years ago
- BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization (ICLR 2021)☆38Updated 4 years ago
- ☆38Updated 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 3 years ago
- ☆47Updated 4 years ago
- ☆55Updated 4 years ago
- ☆74Updated 2 years ago
- A pytorch implementation of dorefa quantization☆112Updated 5 years ago
- PyTorch implementation of EdMIPS: https://arxiv.org/pdf/2004.05795.pdf☆57Updated 4 years ago
- Pytorch implementation of BRECQ, ICLR 2021☆261Updated 3 years ago
- The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quan…☆115Updated last year
- ☆47Updated 3 years ago
- [CVPR'20] ZeroQ Mixed-Precision implementation (unofficial): A Novel Zero Shot Quantization Framework☆13Updated 4 years ago
- source code of the paper: Robust Quantization: One Model to Rule Them All☆39Updated last year
- PyTorch implementation of "Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference"☆55Updated 5 years ago
- pytorch implementation of "Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks"☆129Updated 5 years ago
- LSQ+ or LSQplus☆61Updated last year
- Reproducing Quantization paper PACT☆59Updated 2 years ago
- Collections of model quantization algorithms. Any issues, please contact Peng Chen (blueardour@gmail.com)☆42Updated 3 years ago
- Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.☆121Updated 2 years ago
- A pytorch implementation of DoReFa-Net☆133Updated 5 years ago
- [CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric☆52Updated last year
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆34Updated last year
- Post-training sparsity-aware quantization☆34Updated last year
- ☆34Updated last year