tangchen2 / Model-CompressionLinks
Model Compression 1. Pruning(BN Pruning) 2. Knowledge Distillation (Hinton) 3. Quantization (MNN) 4. Deployment (MNN)
☆79Updated 4 years ago
Alternatives and similar repositories for Model-Compression
Users that are interested in Model-Compression are comparing it to the libraries listed below
Sorting:
- 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☆250Updated 2 years ago
- www.giantpandacv.com☆151Updated last year
- Pytorch-->onnx-->TensorRT; CUDA11, CUDNN8, TensorRT8☆212Updated last year
- TensorRT 2022 亚军方案,tensorrt加速mobilevit模型☆68Updated 3 years ago
- 模型压缩demo(剪枝、量化、知识蒸馏)☆77Updated 5 years ago
- An Improved One millisecond Mobile Backbone☆146Updated 2 years ago
- RM Operation can equivalently convert ResNet to VGG, which is better for pruning; and can help RepVGG perform better when the depth is la…☆211Updated 2 years ago
- model compression based on pytorch (1、quantization: 8/4/2bits(dorefa)、ternary/binary value(twn/bnn/xnor-net);2、 pruning: normal、regular a…☆170Updated 5 years ago
- YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite☆68Updated 3 years ago
- 比ResNet更强的RepVGG,结构重参数化,推理部署一路3x3卷积到底,详细的代码讲解,欢迎star☆46Updated 4 years ago
- Pytorch分布式训练框架☆80Updated last month
- [T-PAMI'23] PAGCP for the compression of YOLOv5☆118Updated 2 years ago
- pytorch AutoSlim tools,支持三行代码对pytorch模型进行剪枝压缩☆39Updated 4 years ago
- 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☆140Updated 3 years ago
- ☆175Updated 2 years ago
- ☆146Updated last year
- B站Efficient-Neural-Network学习分享的配套代码☆300Updated 3 years ago
- Official repo of RepOptimizers and RepOpt-VGG☆264Updated 2 years ago
- OpenPose uses Pytorch for static quantization, saving, and loading of models☆88Updated 4 years ago
- RepGhost: A Hardware-Efficient Ghost Module via Re-parameterization☆178Updated last year
- ☆92Updated 3 years ago
- Pytorch and ncnn implementation of PPYOLOE、YOLOX、PPYOLO、PPYOLOv2、PicoDet and so on.☆301Updated 2 weeks ago
- ☆336Updated 3 years ago
- [ECCV 2022] Source code of "EdgeFormer: Improving Light-weight ConvNets by Learning from Vision Transformers"☆357Updated 2 years ago
- ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting (ICCV 2021)☆296Updated 2 years ago
- ☆33Updated 4 years ago
- tensorrt int8 量化yolov5 onnx模型☆185Updated 4 years ago
- NVIDIA TensorRT 加 速推断教程!☆133Updated 4 years ago
- 基于NanoDet项目进行小裁剪,专门用来实现PyTorch 版本的代码,下载直接能使用,支持图片、视频文件、摄像头实时目标检测。☆150Updated 4 years ago
- yolov5 prune,Support V2, V3, V4 and V6 versions of yolov5☆576Updated 3 years ago