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 5 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:
- Simple python code to prune pytorch model☆22Feb 11, 2020Updated 6 years ago
- [CVPR 2023] DepGraph: Towards Any Structural Pruning; LLMs, Vision Foundation Models, etc.☆3,310Sep 7, 2025Updated 8 months ago
- PyTorch implementation of "Pruning Filters For Efficient ConvNets"☆155Jul 24, 2023Updated 2 years ago
- A reproduction of PRUNING FILTERS FOR EFFICIENT CONVNETS☆28Jun 15, 2020Updated 5 years ago
- Pruning methods for pytorch with an optimizer-like interface☆15Apr 14, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 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☆258Apr 19, 2023Updated 3 years ago
- A research library for pytorch-based neural network pruning, compression, and more.☆163Nov 28, 2022Updated 3 years ago
- Knowledge distillation from Ensembles of Iterative pruning (BMVC 2020)☆25Aug 13, 2020Updated 5 years ago
- ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting (ICCV 2021)☆301Dec 1, 2022Updated 3 years ago
- rabitq rust implementation☆11May 14, 2026Updated last week
- 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
- Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.☆577Jul 14, 2019Updated 6 years ago
- ☆14Mar 5, 2021Updated 5 years ago
- A Signal Propagation Perspective for Pruning Neural Networks at Initialization☆14Jun 23, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Lookahead: A Far-sighted Alternative of Magnitude-based Pruning (ICLR 2020)☆32Oct 25, 2020Updated 5 years ago
- PyTorch library to facilitate development and standardized evaluation of neural network pruning methods.☆435Jul 7, 2023Updated 2 years ago
- Pruning Neural Networks with Taylor criterion in Pytorch☆321Nov 3, 2019Updated 6 years ago
- ☆16Dec 3, 2021Updated 4 years ago
- A curated list of neural network pruning resources.☆2,493Apr 4, 2024Updated 2 years ago
- It is a pytorch implementation of https://arxiv.org/abs/1510.00149 paper.☆30Jun 28, 2018Updated 7 years ago
- Pruning CNN using CNN with toy example☆23Jun 21, 2021Updated 4 years ago
- channel pruning for accelerating very deep neural networks☆13Mar 8, 2021Updated 5 years ago
- New Modeling The Background CodeBase☆15Jan 7, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆68Mar 4, 2020Updated 6 years ago
- Karras et al. (2022) diffusion models for PyTorch☆11Aug 23, 2022Updated 3 years ago
- Pytorch implementation of our paper accepted by CVPR 2020 (Oral) -- HRank: Filter Pruning using High-Rank Feature Map☆257Feb 11, 2021Updated 5 years ago
- A Pytorch implementation of Neural Network Compression (pruning, deep compression, channel pruning)☆158Jul 10, 2024Updated last year
- We have implemented a framework that supports developers to structured prune neural networks of Tensorflow Models☆28Nov 7, 2024Updated last year
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,512Jun 7, 2020Updated 5 years ago
- Try out different pruning-approaches on lightweight Backbones.☆144May 31, 2020Updated 5 years ago
- quantize aware training package for NCNN on pytorch☆68Jul 27, 2021Updated 4 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
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Prospect Pruning: Finding Trainable Weights at Initialization Using Meta-Gradients☆32Mar 30, 2022Updated 4 years ago
- Network Slimming (Pytorch) (ICCV 2017)☆920Nov 6, 2020Updated 5 years ago
- Implementation of knapsack pruning☆27May 26, 2020Updated 5 years ago
- Repository to track the progress in model compression and acceleration☆107Jun 19, 2021Updated 4 years ago
- OpenMMLab Model Compression Toolbox and Benchmark.☆1,671Jun 11, 2024Updated last year
- 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
- PyTorch Model Compression☆234Jan 27, 2023Updated 3 years ago