Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers https://arxiv.org/abs/1802.00124
☆72Nov 14, 2018Updated 7 years ago
Alternatives and similar repositories for batchnorm-pruning
Users that are interested in batchnorm-pruning are comparing it to the libraries listed below
Sorting:
- This repo is re-produce for Channel_pruning☆11May 17, 2018Updated 7 years ago
- Tensorflow codes for "Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers"☆30Oct 14, 2019Updated 6 years ago
- Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)☆1,088May 2, 2024Updated last year
- Code for “Discrimination-aware-Channel-Pruning-for-Deep-Neural-Networks”☆183Oct 29, 2020Updated 5 years ago
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,516Jun 7, 2020Updated 5 years ago
- ☆87Jul 17, 2018Updated 7 years ago
- Dynamic Channel Pruning: Feature Boosting and Suppression☆19May 9, 2019Updated 6 years ago
- Caffe implementation of ICCV 2017 & TPAMI 2018 paper - ThiNet☆46Sep 19, 2018Updated 7 years ago
- Count the flow of pedestrains☆11Oct 7, 2017Updated 8 years ago
- Paper list on model compression and acceleration☆26Jun 4, 2019Updated 6 years ago
- Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.☆577May 13, 2019Updated 6 years ago
- PyTorch implementation for GAL.☆56May 13, 2020Updated 5 years ago
- Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.☆575Jul 14, 2019Updated 6 years ago
- Network Slimming (Pytorch) (ICCV 2017)☆918Nov 6, 2020Updated 5 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
- Mayo: Auto-generation of hardware-friendly deep neural networks. Dynamic Channel Pruning: Feature Boosting and Suppression.☆113Dec 10, 2019Updated 6 years ago
- CNN channel pruning, LeGR, MorphNet, AMC. Codebase for paper "LeGR: Filter Pruning via Learned Global Ranking"☆114Mar 17, 2020Updated 5 years ago
- MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. In ICCV 2019.☆352Jul 5, 2020Updated 5 years ago
- the code is used to do face detection☆19Jul 19, 2017Updated 8 years ago
- PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference☆887Jul 12, 2019Updated 6 years ago
- yolov3 network slimming剪枝的一种实现☆344Apr 1, 2019Updated 6 years ago
- Repository for experiments on MSCOCO for Unsupervised Hard Example Mining from Videos for Improved Object Detection(https://arxiv.org/abs…☆28Jul 18, 2019Updated 6 years ago
- Pruning Neural Networks with Taylor criterion in Pytorch☆321Nov 3, 2019Updated 6 years ago
- DeepLab v3+ in MXNet Gluon☆59Sep 30, 2018Updated 7 years ago
- Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks☆385Oct 2, 2019Updated 6 years ago
- A Gluon implementation of Mnasnet☆60Dec 27, 2018Updated 7 years ago
- Base to channel pruned to ResNet18 model☆148Sep 23, 2022Updated 3 years ago
- ☆44Dec 29, 2018Updated 7 years ago
- Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration (CVPR 2019 Oral)☆616Aug 31, 2023Updated 2 years ago
- Code for our WACV 2021 paper "Exploiting the Redundancy in Convolutional Filters for Parameter Reduction"☆11Jan 6, 2021Updated 5 years ago
- Contrast between ShuffleNet V2 and MnasNet.(Non-official implement In PyTorch)☆12Oct 25, 2018Updated 7 years ago
- ☆120Jun 13, 2020Updated 5 years ago
- A Pytorch implementation of Neural Network Compression (pruning, deep compression, channel pruning)☆158Jul 10, 2024Updated last year
- A ShuffleBatchNorm layer to shuffle BatchNorm statistics across multiple GPUs☆56Mar 17, 2022Updated 3 years ago
- (ECCV'2020 Oral)EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning☆309Dec 8, 2022Updated 3 years ago
- Training Low-bits DNNs with Stochastic Quantization☆73Aug 4, 2017Updated 8 years ago
- ☆10Mar 17, 2021Updated 4 years ago
- ☆10Dec 23, 2018Updated 7 years ago
- An implementation of Channel Pruning on face recognition algorithm Sphereface.☆46Apr 5, 2020Updated 5 years ago