Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)
☆1,516Jun 7, 2020Updated 5 years ago
Alternatives and similar repositories for rethinking-network-pruning
Users that are interested in rethinking-network-pruning are comparing it to the libraries listed below
Sorting:
- A curated list of neural network pruning resources.☆2,492Apr 4, 2024Updated last year
- Network Slimming (Pytorch) (ICCV 2017)☆918Nov 6, 2020Updated 5 years ago
- Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks☆385Oct 2, 2019Updated 6 years ago
- Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)☆1,088May 2, 2024Updated last year
- PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference☆887Jul 12, 2019Updated 6 years ago
- Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019☆928Mar 9, 2023Updated 2 years ago
- Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration (CVPR 2019 Oral)☆617Aug 31, 2023Updated 2 years ago
- Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.☆575Jul 14, 2019Updated 6 years ago
- Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.☆577May 13, 2019Updated 6 years ago
- MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. In ICCV 2019.☆352Jul 5, 2020Updated 5 years ago
- Pruning Neural Networks with Taylor criterion in Pytorch☆321Nov 3, 2019Updated 6 years ago
- Automated deep learning algorithms implemented in PyTorch.☆1,586Apr 24, 2022Updated 3 years ago
- micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantiz…☆2,269May 6, 2025Updated 9 months ago
- (ECCV'2020 Oral)EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning☆309Dec 8, 2022Updated 3 years ago
- [ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware☆1,449Aug 30, 2024Updated last year
- [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment☆1,940Dec 14, 2023Updated 2 years ago
- Collection of recent methods on (deep) neural network compression and acceleration.☆955Apr 4, 2025Updated 11 months ago
- Code for “Discrimination-aware-Channel-Pruning-for-Deep-Neural-Networks”☆183Oct 29, 2020Updated 5 years ago
- 在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）☆1,675Sep 26, 2022Updated 3 years ago
- [ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices☆449Nov 22, 2023Updated 2 years ago
- Mobile vision models and code☆917Feb 11, 2026Updated 3 weeks ago
- A reimplementation of "The Lottery Ticket Hypothesis" (Frankle and Carbin) on MNIST.☆725Jul 27, 2020Updated 5 years ago
- [ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices☆168Feb 26, 2021Updated 5 years ago
- An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.☆2,914Mar 31, 2023Updated 2 years ago
- A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures,…☆857Jun 19, 2021Updated 4 years ago
- Apply the pruning strategy for MobileNet_v2☆51May 5, 2019Updated 6 years ago
- ☆1,510Aug 27, 2020Updated 5 years ago
- Awesome Knowledge Distillation☆3,820Dec 25, 2025Updated 2 months 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
- Count the MACs / FLOPs of your PyTorch model.☆5,082Jul 8, 2024Updated last year
- yolov3 network slimming剪枝的一种实现☆344Apr 1, 2019Updated 6 years ago
- CondenseNet: Light weighted CNN for mobile devices☆691Nov 11, 2019Updated 6 years ago
- Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours☆396Dec 14, 2020Updated 5 years ago
- Try out different pruning-approaches on lightweight Backbones.☆145May 31, 2020Updated 5 years ago
- Pytorch implementation of our paper accepted by IJCAI 2020 -- Channel Pruning via Automatic Structure Search☆147Feb 11, 2021Updated 5 years ago
- PyTorch library to facilitate development and standardized evaluation of neural network pruning methods.☆434Jul 7, 2023Updated 2 years ago
- ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting (ICCV 2021)☆300Dec 1, 2022Updated 3 years ago
- CNN channel pruning, LeGR, MorphNet, AMC. Codebase for paper "LeGR: Filter Pruning via Learned Global Ranking"☆114Mar 17, 2020Updated 5 years ago
- ☆669Aug 25, 2021Updated 4 years ago