Ranking666 / Base-quantizationLinks
base quantization methods including: QAT, PTQ, per_channel, per_tensor, dorefa, lsq, adaround, omse, Histogram, bias_correction.etc
☆47Updated 2 years ago
Alternatives and similar repositories for Base-quantization
Users that are interested in Base-quantization are comparing it to the libraries listed below
Sorting:
- Post-Training Quantization for Vision transformers.☆225Updated 3 years ago
- Offline Quantization Tools for Deploy.☆138Updated last year
- A simple network quantization demo using pytorch from scratch.☆534Updated 2 years ago
- LSQ+ or LSQplus☆73Updated 7 months ago
- Quantize,Pytorch,Vgg16,MobileNet☆42Updated 4 years ago
- A set of examples around MegEngine☆31Updated last year
- The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quan…☆124Updated 2 years ago
- [IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer☆347Updated 2 years ago
- Pytorch implementation of BRECQ, ICLR 2021☆282Updated 4 years ago
- [CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric☆58Updated 2 years ago
- ☆36Updated 2 years ago
- Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.☆133Updated 3 years ago
- The official implementation of the NeurIPS 2022 paper Q-ViT.☆96Updated 2 years ago
- PyTorch Quantization Aware Training Example☆140Updated last year
- TensorRT 2022复赛方案: 首个基于Transformer的图像重建模型MST++的TensorRT模型推断优化☆142Updated 3 years ago
- EQ-Net [ICCV 2023]☆30Updated 2 years ago
- TensorRT 2022 亚军方案,tensorrt加速mobilevit模型☆68Updated 3 years ago
- OpenPose uses Pytorch for static quantization, saving, and loading of models☆88Updated 4 years ago
- Unofficial implementation of LSQ-Net, a neural network quantization framework☆303Updated last year
- PyTorch Quantization Aware Training(QAT,量化感知训练)☆36Updated last year
- ☆21Updated 3 years ago
- This is 8-bit quantization sample for yolov5. Both PTQ, QAT and Partial Quantization have been implemented, and present the results based…☆109Updated 3 years ago
- ☆26Updated 2 years ago
- Model Quantization Benchmark☆835Updated 4 months ago
- Based of paper "Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference"☆64Updated 4 years ago
- Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design☆160Updated 4 years ago
- FakeQuantize with Learned Step Size(LSQ+) as Observer in PyTorch☆34Updated 3 years ago
- 该代码与B站上的视频 https://www.bilibili.com/video/BV18L41197Uz/?spm_id_from=333.788&vd_source=eefa4b6e337f16d87d87c2c357db8ca7 相关联。☆70Updated last year
- A parser, editor and profiler tool for ONNX models.☆456Updated last month
- 针对pytorch模型的自动化模型结构分析和修改工具集,包含自动分析模型结构的模型压缩算法库☆252Updated 2 years ago