PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference
☆887Jul 12, 2019Updated 6 years ago
Alternatives and similar repositories for pytorch-pruning
Users that are interested in pytorch-pruning are comparing it to the libraries listed below
Sorting:
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,516Jun 7, 2020Updated 5 years ago
- Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)☆1,088May 2, 2024Updated last year
- Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.☆577May 13, 2019Updated 6 years ago
- Base to channel pruned to ResNet18 model☆148Sep 23, 2022Updated 3 years ago
- PyTorch Implementation of Weights Pruning☆185Jan 24, 2018Updated 8 years ago
- Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks☆385Oct 2, 2019Updated 6 years ago
- Network Slimming (Pytorch) (ICCV 2017)☆918Nov 6, 2020Updated 5 years ago
- Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.☆575Jul 14, 2019Updated 6 years ago
- Code for https://arxiv.org/abs/1810.04622☆140Aug 28, 2019Updated 6 years ago
- Pruning Neural Networks with Taylor criterion in Pytorch☆321Nov 3, 2019Updated 6 years ago
- caffe model of ICCV'17 paper - ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression https://arxiv.org/abs/1707.06342☆148Sep 19, 2018Updated 7 years ago
- Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration (CVPR 2019 Oral)☆617Aug 31, 2023Updated 2 years ago
- A curated list of neural network pruning resources.☆2,492Apr 4, 2024Updated last year
- An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.☆2,914Mar 31, 2023Updated 2 years ago
- Implementation of model compression with knowledge distilling method.☆342Jan 3, 2017Updated 9 years ago
- a list of awesome papers on deep model ompression and acceleration☆348Jun 19, 2021Updated 4 years ago
- Caffe implementation for dynamic network surgery.☆189Aug 15, 2017Updated 8 years ago
- A Pytorch implementation of Neural Network Compression (pruning, deep compression, channel pruning)☆158Jul 10, 2024Updated last year
- Deep Compression on AlexNet☆673Mar 5, 2022Updated 3 years ago
- A PyTorch implementation of Mnasnet: MnasNet: Platform-Aware Neural Architecture Search for Mobile.☆275Aug 15, 2018Updated 7 years ago
- Implementation of "Iterative pruning" on TensorFlow☆160Apr 15, 2021Updated 4 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
- CondenseNet: Light weighted CNN for mobile devices☆691Nov 11, 2019Updated 6 years ago
- Caffe Implementation for Incremental network quantization☆190Jul 29, 2018Updated 7 years ago
- MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. In ICCV 2019.☆352Jul 5, 2020Updated 5 years ago
- Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.☆9,114Apr 22, 2022Updated 3 years ago
- Pytorch version for weight pruning for Murata Group's CREST project☆57Apr 26, 2018Updated 7 years ago
- Improving Convolutional Networks via Attention Transfer (ICLR 2017)☆1,465Jul 11, 2018Updated 7 years ago
- A pyCaffe implementaion of the 2017 ICLR's "Pruning Filters for Efficient ConvNets" publication☆43May 26, 2018Updated 7 years ago
- Caffe for Sparse and Low-rank Deep Neural Networks☆382Mar 8, 2020Updated 5 years ago
- Code for “Discrimination-aware-Channel-Pruning-for-Deep-Neural-Networks”☆183Oct 29, 2020Updated 5 years ago
- micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantiz…☆2,271May 6, 2025Updated 9 months ago
- auto-tuning momentum SGD optimizer☆288Mar 24, 2019Updated 6 years ago
- Training Very Deep Neural Networks Without Skip-Connections☆589Jun 9, 2018Updated 7 years ago
- Detectorch - detectron for PyTorch☆559Oct 30, 2018Updated 7 years ago
- Pytorch implementation of "Forward Thinking: Building and Training Neural Networks One Layer at a Time"☆65Jun 14, 2017Updated 8 years ago
- A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility☆1,982Mar 25, 2023Updated 2 years ago
- Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019☆928Mar 9, 2023Updated 2 years ago
- RON: Reverse Connection with Objectness Prior Networks for Object Detection, CVPR 2017☆352Mar 22, 2018Updated 7 years ago