channel-pruning | Topic | Ecosyste.ms: Repos

Topic: "channel-pruning"

Lam1360/YOLOv3-model-pruning

在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）

Language: Python - Size: 78.1 KB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 1,674 - Forks: 434

ethanhe42/channel-pruning

Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)

Language: Python - Size: 548 KB - Last synced at: 12 days ago - Pushed at: about 1 year ago - Stars: 1,082 - Forks: 310

Eric-mingjie/network-slimming

Network Slimming (Pytorch) (ICCV 2017)

Language: Python - Size: 23.4 KB - Last synced at: 4 days ago - Pushed at: over 4 years ago - Stars: 914 - Forks: 213

mit-han-lab/amc

[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices

Language: Python - Size: 17.6 KB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 441 - Forks: 115

youzhonghui/gate-decorator-pruning

Code for the NuerIPS'19 paper "Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks"

Language: Jupyter Notebook - Size: 7.23 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 189 - Forks: 27

deep-fry/mayo

Mayo: Auto-generation of hardware-friendly deep neural networks. Dynamic Channel Pruning: Feature Boosting and Suppression.

Language: Python - Size: 33.2 MB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 113 - Forks: 21

yusx-swapp/GNN-RL-Model-Compression

GNN-RL Compression: Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning

Language: Python - Size: 98.4 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 67 - Forks: 13

violet17/yolov3-channel-pruning

Language: Python - Size: 200 KB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 32 - Forks: 15

DeNA/ChainerPruner 📦

ChainerPruner: Channel Pruning framework for Chainer

Language: Python - Size: 137 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 21 - Forks: 3

ZJCV/SSL

[NIPS 2016] Learning Structured Sparsity in Deep Neural Networks

Language: Python - Size: 73.2 KB - Last synced at: 16 days ago - Pushed at: over 3 years ago - Stars: 19 - Forks: 5

yousiki/PyTorch-FBS

A PyTorch Implementation of Feature Boosting and Suppression

Language: Python - Size: 114 KB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 18 - Forks: 4

fangvv/CPSCA

Code for paper "Channel Pruning Guided by Spatial and Channel Attention for DNNs in Intelligent Edge Computing"

Language: Python - Size: 19.5 KB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 17 - Forks: 4

Cheng-Hao Tu, Jia-Hong Lee, Yi-Ming Chan and Chu-Song Chen, "Pruning Depthwise Separable Convolutions for MobileNet Compression," International Joint Conference on Neural Networks, IJCNN 2020, July 2020.

Language: Python - Size: 33.2 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 13 - Forks: 3

DongGeun-Yoon/DCP

Official PyTorch implementation of "Lightweight Alpha Matting Network Using Distillation-Based Channel Pruning" (Asian Conference on Computer Vision 2022)

Language: Python - Size: 7.2 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 1

mohaimenz/pruning-vs-xnor

Official repository for the research article "Pruning vs XNOR-Net: A ComprehensiveStudy on Deep Learning for AudioClassification in Microcontrollers"

Language: Python - Size: 7.52 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 7 - Forks: 2

bupt-ai-cz/A-Channel-level-Pruning-Strategy-for-Convolutional-Neural-Networks Fork of xzzzzz/A-Channel-level-Pruning-Strategy-for-Convolutional-Neural-Networks

This repo shows some code about the pruning strategy in the paper "A Channel-level Pruning Strategy for Convolutional Neural Networks". https://teacher.bupt.edu.cn/zhuchuang/en/index.htm

Language: Jupyter Notebook - Size: 218 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 7 - Forks: 0