cen6667 / Pruning_filters_for_efficient_convnets

Related projects ⓘ

Alternatives and complementary repositories for Pruning_filters_for_efficient_convnets

• BBuf / model-compression
  model compression based on pytorch (1、quantization: 8/4/2bits(dorefa)、ternary/binary value(twn/bnn/xnor-net)；2、 pruning: normal、regular a…
  ☆170Updated 4 years ago
• lixiangwang / model_prune_yolov3-
  ☆32Updated 3 years ago
• chumingqian / Model_Compression_For_YOLOV3-V4
  In this repository using the sparse training, group channel pruning and knowledge distilling for YOLOV4,
  ☆31Updated last year
• EstherBear / implementation-of-pruning-filters
  A reproduction of PRUNING FILTERS FOR EFFICIENT CONVNETS
  ☆28Updated 4 years ago
• lmbxmu / HRankPlus
  An extension version of our paper accepted by CVPR 2020, Oral -- HRank: Filter Pruning using High-Rank Feature Map
  ☆147Updated 3 years ago
• BlossomingL / compression_tool
  A compression tool based on distiller
  ☆14Updated 4 years ago
• lmbxmu / HRank
  Pytorch implementation of our paper accepted by CVPR 2020 (Oral) -- HRank: Filter Pruning using High-Rank Feature Map
  ☆252Updated 3 years ago
• BastianChen / Model-Compression-Demo
  模型压缩demo（剪枝、量化、知识蒸馏）
  ☆65Updated 4 years ago
• Jzz24 / pytorch_quantization
  A pytorch implementation of dorefa quantization
  ☆112Updated 4 years ago
• apxlwl / MobileNet-v2-pruning
  Try out different pruning-approaches on lightweight Backbones.
  ☆144Updated 4 years ago
• lmbxmu / ABCPruner
  Pytorch implementation of our paper accepted by IJCAI 2020 -- Channel Pruning via Automatic Structure Search
  ☆142Updated 3 years ago
• tyui592 / Pruning_filters_for_efficient_convnets
  PyTorch implementation of "Pruning Filters For Efficient ConvNets"
  ☆148Updated last year
• Guoning-Chen / SimplePruning-PyTorch
  Learning both Weights and Connections for Efficient Neural Networks https://arxiv.org/abs/1506.02626
  ☆18Updated 4 years ago
• Culturenotes / Network-Slimming
  Network reproduction and expansion based on Learning Efficient Convolutional Networks Through Network Slimming (ICCV 2017).
  ☆24Updated 2 years ago
• AlumLuther / PruningFilters
  Pruning Filters For Efficient ConvNets, PyTorch Implementation.
  ☆30Updated 4 years ago
• PolarisShi / purning
  ☆36Updated 5 years ago
• kkeono2 / Channel-Pruning-using-Thinet-LASSO-
  ☆14Updated 3 years ago
• kentaroy47 / Deep-Compression.Pytorch
  Unofficial Pytorch implementation of Deep Compression in CIFAR10
  ☆34Updated 3 years ago
• cnnpruning / CNN-Pruning
  Pruned model: VGG & ResNet-50
  ☆15Updated 5 years ago
• DingXiaoH / ResRep
  ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting (ICCV 2021)
  ☆288Updated last year
• pprp / PyTorch-CIFAR-Model-Hub
  Implementation of Conv-based and Vit-based networks designed for CIFAR.
  ☆68Updated last year
• Apm5 / ImageNet_ResNet_Tensorflow2.0
  Train ResNet on ImageNet in Tensorflow 2.0; ResNet 在ImageNet上完整训练代码
  ☆84Updated 4 years ago
• mepeichun / Efficient-Neural-Network-Bilibili
  B站Efficient-Neural-Network学习分享的配套代码
  ☆296Updated 2 years ago
• ShowLo / MobileNetV3
  An implementation of MobileNetV3 with pyTorch
  ☆48Updated 4 years ago
• changlin31 / DS-Net
  (CVPR 2021, Oral) Dynamic Slimmable Network
  ☆228Updated 2 years ago
• jiachengjiacheng / Pruned-YOLO
  Using model pruning method to obtain compact models Pruned-YOLOv5 based on YOLOv5.
  ☆57Updated 3 years ago
• ososos888 / prune-then-distill
  ☆46Updated 2 years ago
• qinjian623 / pytorch_toys
  Personal Pytorch toy script.
  ☆67Updated 2 years ago
• lmk123568 / RepVGG_Tutorial
  比ResNet更强的RepVGG，结构重参数化，推理部署一路3x3卷积到底，详细的代码讲解，欢迎star
  ☆46Updated 3 years ago