Alternatives and similar repositories for Model-Compression-Acceleration

Users that are interested in Model-Compression-Acceleration are comparing it to the libraries listed below

• babajide07 / Redundant-Feature-Pruning-Pytorch-Implementation
  ☆16Updated 5 years ago
• Roll920 / ThiNet_Code
  Caffe implementation of ICCV 2017 & TPAMI 2018 paper - ThiNet
  ☆46Updated 7 years ago
• TuSimple / sparse-structure-selection
  ☆87Updated 7 years ago
• ChanganVR / ConstraintAwareCompression
  [ECCV18] Constraint-Aware Deep Neural Network Compression
  ☆12Updated 7 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
  ☆72Updated 7 years ago
• bobye / batchnorm_prune
  Tensorflow codes for "Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers"
  ☆30Updated 6 years ago
• Enderdead / Pytorch_Quantize_impls
  Some recent Quantizing techniques on PyTorch
  ☆72Updated 6 years ago
• andyhahaha / Convolutional-Neural-Network-Compression-Survey
  ☆34Updated 8 years ago
• simochen / model-tools
  Tools for computing model parameters and FLOPs.
  ☆87Updated 7 years ago
• caiwenpu / Compression_Paper
  ☆46Updated 6 years ago
• Shengcao-Cao / ESNAC
  Learnable Embedding Space for Efficient Neural Architecture Compression
  ☆29Updated 6 years ago
• meijieru / yet_another_mobilenet_series
  Yet Another Pytorch Distributed MobileNetV2-based Networks Implementation
  ☆63Updated 5 years ago
• layog / Accurate-Binary-Convolution-Network
  Binary Convolution Network for faster real-time processing in ASICs
  ☆57Updated 7 years ago
• csyhhu / L-DNQ
  Codes for AAAI2019 paper: Deep Neural Network Quantization via Layer-Wise Optimization using Limited Training Data
  ☆41Updated 7 years ago
• megvii-model / MetaPruning
  ☆44Updated 6 years ago
• jiweeo / pytorch-stochastic-depth
  PyTorch Implementation of 'Deep Networks with Stochastic Depth'
  ☆28Updated 7 years ago
• szagoruyko / binary-wide-resnet
  PyTorch implementation of Wide Residual Networks with 1-bit weights by McDonnell (ICLR 2018)
  ☆126Updated 7 years ago
• TuSimple / neuron-selectivity-transfer
  ☆137Updated 7 years ago
• ZJULearning / COP
  Code for IJCAI2019 paper
  ☆46Updated 6 years ago
• julianfaraone / SYQ
  This repository represents training examples for the CVPR 2018 paper "SYQ:Learning Symmetric Quantization For Efficient Deep Neural Netwo…
  ☆31Updated 6 years ago
• Lyken17 / GroupNorm.pytorch
  PyTorch implementation of Group Normalization https://arxiv.org/abs/1803.08494
  ☆11Updated 7 years ago
• AojunZhou / Efficient-Deep-Learning
  Related Paper of Efficient Deep Neural Networks
  ☆86Updated 4 years ago
• bhheo / AB_distillation
  Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons (AAAI 2019)
  ☆106Updated 6 years ago
• d-li14 / HBONet
  [ICCV 2019] Harmonious Bottleneck on Two Orthogonal Dimensions, surpassing MobileNetV2
  ☆101Updated 5 years ago
• hpnair / 18663_Project_FBNet
  Class Project for 18663 - Implementation of FBNet (Hardware-Aware DNAS)
  ☆34Updated 6 years ago
• bermanmaxim / AOWS
  Code repositoy for "AOWS: Adaptive and optimal network width search with latency constraints", CVPR 2020
  ☆36Updated 5 years ago
• wanggrun / Kalman-Normalization
  Code of "Batch Kalman Normalization: Towards Training Deep Neural Networks with Micro-Batches"
  ☆22Updated 7 years ago
• chinakook / Mnasnet.MXNet
  A Gluon implementation of Mnasnet
  ☆60Updated 7 years ago
• DingXiaoH / GSM-SGD
  Global Sparse Momentum SGD for pruning very deep neural networks
  ☆43Updated 3 years ago
• HongyangGao / ChannelNets
  Tensorflow Implementation of ChannelNets (NeurIPS 18)
  ☆76Updated 6 years ago