On-the-fly Structured Pruning for PyTorch models. This library implements several attributions metrics and structured pruning utils for neural networks in PyTorch.
☆167Jun 4, 2020Updated 6 years ago
Alternatives and similar repositories for TorchPruner
Users that are interested in TorchPruner are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch implementation of "Pruning Filters For Efficient ConvNets"☆155Jul 24, 2023Updated 3 years ago
- [CVPR 2023] DepGraph: Towards Any Structural Pruning; LLMs, Vision Foundation Models, etc.☆3,328Sep 7, 2025Updated 10 months 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☆260Apr 19, 2023Updated 3 years ago
- ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting (ICCV 2021)☆299Dec 1, 2022Updated 3 years ago
- rabitq rust implementation☆11May 14, 2026Updated 2 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Cheng-Hao Tu, Jia-Hong Lee, Yi-Ming Chan and Chu-Song Chen, "Pruning Depthwise Separable Convolutions for MobileNet Compression," Interna…☆16Jan 8, 2021Updated 5 years ago
- ☆14Mar 5, 2021Updated 5 years ago
- Repo for our Paper: Cross Quality LFW: A database for Analyzing Cross-Resolution Image Face Recognition in Unconstrained Environments☆19Nov 25, 2022Updated 3 years ago
- A curated list of neural network pruning resources.☆2,496Apr 4, 2024Updated 2 years ago
- Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks☆386Oct 2, 2019Updated 6 years ago
- Learning both Weights and Connections for Efficient Neural Networks https://arxiv.org/abs/1506.02626☆182Nov 10, 2022Updated 3 years ago
- PyTorch library to facilitate development and standardized evaluation of neural network pruning methods.☆433Jul 7, 2023Updated 3 years ago
- Pruning Neural Networks with Taylor criterion in Pytorch☆323Nov 3, 2019Updated 6 years ago
- Official implementation of the paper 'Recurrent Exposure Generation for Low-Light Face Detection' in TMM 2021☆15Apr 30, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Pruning CNN using CNN with toy example☆23Jun 21, 2021Updated 5 years ago
- Reproducing RigL (ICML 2020) as a part of ML Reproducibility Challenge 2020☆29Jan 6, 2022Updated 4 years ago
- We have implemented a framework that supports developers to structured prune neural networks of Tensorflow Models☆29Nov 7, 2024Updated last year
- New Modeling The Background CodeBase☆15Jan 7, 2022Updated 4 years ago
- channel pruning for accelerating very deep neural networks☆13Mar 8, 2021Updated 5 years ago
- Pruned model: VGG & ResNet-50☆19Apr 11, 2019Updated 7 years ago
- A Pytorch implementation of Neural Network Compression (pruning, deep compression, channel pruning)☆158Jul 10, 2024Updated 2 years ago
- pytorch AutoSlim tools，支持三行代码对pytorch模型进行剪枝压缩☆39Apr 23, 2021Updated 5 years ago
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,512Jun 7, 2020Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- quantize aware training package for NCNN on pytorch☆68Jul 27, 2021Updated 4 years ago
- ☆229Jul 25, 2024Updated last year
- Try out different pruning-approaches on lightweight Backbones.☆143May 31, 2020Updated 6 years ago
- [CVPR 2022] "Quarantine: Sparsity Can Uncover the Trojan Attack Trigger for Free" by Tianlong Chen*, Zhenyu Zhang*, Yihua Zhang*, Shiyu C…☆27Oct 5, 2022Updated 3 years ago
- Karras et al. (2022) diffusion models for PyTorch☆11Aug 23, 2022Updated 3 years ago
- Prospect Pruning: Finding Trainable Weights at Initialization Using Meta-Gradients☆32Mar 30, 2022Updated 4 years ago
- Implementation of knapsack pruning☆27May 26, 2020Updated 6 years ago
- Network Slimming (Pytorch) (ICCV 2017)☆919Nov 6, 2020Updated 5 years ago
- Repository to track the progress in model compression and acceleration☆107Jun 19, 2021Updated 5 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Ensemble Knowledge Guided Sub-network Search and Fine-tuning for Filter Pruning☆19Sep 20, 2022Updated 3 years ago
- Codes for DATA: Differentiable ArchiTecture Approximation.☆11Jul 22, 2021Updated 5 years ago
- OpenMMLab Model Compression Toolbox and Benchmark.☆1,677Jun 11, 2024Updated 2 years ago
- PyTorch Model Compression☆233Jan 27, 2023Updated 3 years ago
- Official TensorFlow implementation of "RECALL: Replay-based Continual Learning in Semantic Segmentation", ICCV 2021☆20Oct 7, 2021Updated 4 years ago
- Code and pruned models for our paper: K. Gkrispanis, N. Gkalelis, V. Mezaris, "Filter-Pruning of Lightweight Face Detectors Using a Geome…☆14May 8, 2024Updated 2 years ago
- Courbariaux, Matthieu, Yoshua Bengio, and Jean-Pierre David. "Binaryconnect: Training deep neural networks with binary weights during pro…☆12Aug 31, 2020Updated 5 years ago