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The Top 13 Channel Pruning Open Source Projects

Open source projects categorized as Channel Pruning
Categories > Channel Pruning
Torch Pruning ⭐ 2,035
[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs
dependent packages 4total releases 33most recent commit 3 months agopypi torch-pruning} Downloads
Yolov3 Model Pruning ⭐ 1,149
在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）
most recent commit 5 years ago
Network Slimming ⭐ 499
Network Slimming (Pytorch) (ICCV 2017)
most recent commit 3 years ago
Amc ⭐ 417
[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices
most recent commit 5 months ago
Gate Decorator Pruning ⭐ 156
Code for the NuerIPS'19 paper "Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks"
most recent commit 4 years ago
Mayo ⭐ 82
Mayo: Auto-generation of hardware-friendly deep neural networks. Dynamic Channel Pruning: Feature Boosting and Suppression.
most recent commit 4 years ago
Sphereface Prune ⭐ 42
An implementation of Channel Pruning on face recognition algorithm Sphereface.
most recent commit 4 years ago
Gnn Rl Model Compression ⭐ 25
GNN-RL Compression: Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning
total releases 11most recent commit a year ago
Yolov3 Channel Pruning ⭐ 24
most recent commit 5 years ago
Chainerpruner ⭐ 17
ChainerPruner: Channel Pruning framework for Chainer
most recent commit 5 years ago
Cpsca ⭐ 8
Code for paper "Channel Pruning Guided by Spatial and Channel Attention for DNNs in Intelligent Edge Computing"
most recent commit a year ago
Dcp ⭐ 8
Official PyTorch implementation of "Lightweight Alpha Matting Network Using Distillation-Based Channel Pruning" (Asian Conference on Computer Vision 2022)
most recent commit a year ago
Single_shot_detection ⭐ 6
Single shot object detection in PyTorch
most recent commit 5 years ago
The 2 Latest Releases In Channel Pruning Open Source Projects
Torch Pruning ⭐ 2,035
[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs
dependent packages 4total releases 33latest release November 09, 2023most recent commit 3 months agopypi torch-pruning} Downloads
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