wxy1234567 / Resnet50-pruningLinks
☆15Updated 5 years ago
Alternatives and similar repositories for Resnet50-pruning
Users that are interested in Resnet50-pruning are comparing it to the libraries listed below
Sorting:
- A reproduction of PRUNING FILTERS FOR EFFICIENT CONVNETS☆28Updated 5 years ago
- 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☆255Updated 2 years ago
- A simple network quantization demo using pytorch from scratch.☆543Updated 2 years ago
- PyTorch implementation of "Pruning Filters For Efficient ConvNets"☆155Updated 2 years ago
- Pytorch implementation of our paper accepted by CVPR 2020 (Oral) -- HRank: Filter Pruning using High-Rank Feature Map☆256Updated 4 years ago
- ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting (ICCV 2021)☆300Updated 3 years ago
- B站Efficient-Neural-Network学习分享的配套代码☆304Updated 4 years ago
- An extension version of our paper accepted by CVPR 2020, Oral -- HRank: Filter Pruning using High-Rank Feature Map☆151Updated 4 years ago
- Model Quantization Benchmark☆855Updated 9 months ago
- Pruning and quantization for SSD. Model compression.☆30Updated 4 years ago
- EQ-Net [ICCV 2023]☆30Updated 2 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
- OTOv1-v3, NeurIPS, ICLR, TMLR, DNN Training, Compression, Structured Pruning, Erasing Operators, CNN, Diffusion, LLM☆311Updated last year
- Pruned model: VGG & ResNet-50☆19Updated 6 years ago
- [IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer☆355Updated 2 years ago
- Model Compression 1. Pruning(BN Pruning) 2. Knowledge Distillation (Hinton) 3. Quantization (MNN) 4. Deployment (MNN)☆80Updated 5 years ago
- An Object Detection Knowledge Distillation framework powered by pytorch, now having SSD and yolov5.☆228Updated 3 years ago
- In this repository using the sparse training, group channel pruning and knowledge distilling for YOLOV4,☆31Updated 2 years ago
- Quantize,Pytorch,Vgg16,MobileNet☆44Updated 4 years ago
- Pytorch implementation of BRECQ, ICLR 2021☆287Updated 4 years ago
- Network Slimming (Pytorch) (ICCV 2017)☆919Updated 5 years ago
- [ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices☆449Updated 2 years ago
- Try out different pruning-approaches on lightweight Backbones.☆145Updated 5 years ago
- Implementation of Neuron-level Structured Pruning using Polarization Regularizer☆82Updated 3 years ago
- Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.☆453Updated 2 years ago
- Post-Training Quantization for Vision transformers.☆236Updated 3 years ago
- A pytorch implementation of dorefa quantization☆113Updated 6 years ago
- ☆13Updated 5 years ago
- model compression and optimization for deployment for Pytorch, including knowledge distillation, quantization and pruning.(知识蒸馏,量化,剪枝)☆19Updated last year
- Code for CHIP: CHannel Independence-based Pruning for Compact Neural Networks (NeruIPS 2021).☆39Updated 3 years ago