Alternatives and similar repositories for DNN-Pruning:

Users that are interested in DNN-Pruning are comparing it to the libraries listed below

• Roll920 / ThiNet
  caffe model of ICCV'17 paper - ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression https://arxiv.org/abs/1707.06342
  ☆147Updated 6 years ago
• Roll920 / ThiNet_Code
  Caffe implementation of ICCV 2017 & TPAMI 2018 paper - ThiNet
  ☆46Updated 6 years ago
• jack-willturner / batchnorm-pruning
  Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers https://arxiv.org/abs/1802.00124
  ☆71Updated 6 years ago
• younghwanoh / impl-pruning-caffemodel
  Simple pruning example using Caffe
  ☆33Updated 7 years ago
• zhujingyang520 / caffe-quantization
  Added quantization layer into caffe (support a coarse level fixed point simulation)
  ☆22Updated 8 years ago
• caiwenpu / Compression_Paper
  ☆46Updated 5 years ago
• TuSimple / sparse-structure-selection
  ☆87Updated 6 years ago
• ethanhe42 / resnet-imagenet-caffe
  train resnet on imagenet from scratch with caffe
  ☆113Updated 11 months ago
• AojunZhou / Incremental-Network-Quantization
  Caffe Implementation for Incremental network quantization
  ☆192Updated 6 years ago
• yiwenguo / Dynamic-Network-Surgery
  Caffe implementation for dynamic network surgery.
  ☆186Updated 7 years ago
• hey-yahei / Quantization.MXNet
  Simulate quantization and quantization aware training for MXNet-Gluon models.
  ☆46Updated 4 years ago
• hukim93 / BWN-XNOR-caffe
  Binary Weight Network and XNOR Network.
  ☆63Updated 8 years ago
• wentianli / knowledge_distillation_caffe
  KnowledgeDistillation Layer (Caffe implementation)
  ☆89Updated 7 years ago
• may0324 / DeepCompression-caffe
  Caffe for Deep Compression
  ☆238Updated 7 years ago
• mit-han-lab / amc-models
  [ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices
  ☆165Updated 4 years ago
• nephashi / DeepCompression
  implementation of Iterative Pruning for Deep neural network [Han2015].
  ☆40Updated 6 years ago
• tostq / Caffe-Python-Tutorial
  A Basic Tutorial to learning Caffe with Python, including two examples for classification and detection, and codes to train, test, prune …
  ☆139Updated 7 years ago
• gudovskiy / ShiftCNN
  A script to convert floating-point CNN models into generalized low-precision ShiftCNN representation
  ☆56Updated 7 years ago
• HongxingGao / XNOR-Net
  XNOR-Net, CUDNN5 supported version of XNOR-Net-caffe: https://github.com/loswensiana/BWN-XNOR-caffe
  ☆30Updated 7 years ago
• NHZlX / Merge_bn_Caffe
  Merge Batch Norm caffe
  ☆64Updated 6 years ago
• AojunZhou / Efficient-Deep-Learning
  Related Paper of Efficient Deep Neural Networks
  ☆86Updated 3 years ago
• julianfaraone / SYQ
  This repository represents training examples for the CVPR 2018 paper "SYQ:Learning Symmetric Quantization For Efficient Deep Neural Netwo…
  ☆31Updated 5 years ago
• TuSimple / neuron-selectivity-transfer
  ☆135Updated 6 years ago
• dongyp13 / Stochastic-Quantization
  Training Low-bits DNNs with Stochastic Quantization
  ☆73Updated 7 years ago
• peiswang / Two-Step-Quantization-AlexNet
  Two-Step Quantization on AlexNet
  ☆13Updated 6 years ago
• eezywu / Pruned-MobileNet_v2
  Apply the pruning strategy for MobileNet_v2
  ☆51Updated 5 years ago
• hustzxd / z1
  ☆38Updated 8 years ago
• hjimce / darknet_mobilenet
  mobilenet 与darknet yolo
  ☆97Updated 7 years ago
• XJTUWYD / DoReFa_Cifar10
  implement of DoReFaNet with tensorflow based on cifar10 dataset
  ☆29Updated 7 years ago
• enyac-group / LeGR
  CNN channel pruning, LeGR, MorphNet, AMC. Codebase for paper "LeGR: Filter Pruning via Learned Global Ranking"
  ☆114Updated 5 years ago