GitHub topics: network-quantization
quic/aimet
AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.
Language: Python - Size: 21.3 MB - Last synced at: about 17 hours ago - Pushed at: about 17 hours ago - Stars: 2,301 - Forks: 402
sony/model_optimization
Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. This project provides researchers, developers, and engineers advanced quantization and compression tools for deploying state-of-the-art neural networks.
Language: Python - Size: 22.2 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 394 - Forks: 67
1adrianb/binary-networks-pytorch
Binarize convolutional neural networks using pytorch :fire:
Language: Python - Size: 58.6 KB - Last synced at: 14 days ago - Pushed at: about 3 years ago - Stars: 144 - Forks: 13
quic/aimet-pages
AIMET GitHub pages documentation
Language: HTML - Size: 41 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 8 - Forks: 4
CAS-CLab/Label-free-Network-Compression
Caffe implementation of "Learning Compression from Limited Unlabeled Data" (ECCV2018).
Language: Python - Size: 63.5 KB - Last synced at: 3 months ago - Pushed at: about 6 years ago - Stars: 6 - Forks: 2
NJU-Jet/SR_Mobile_Quantization
Winner solution of mobile AI (CVPRW 2021).
Language: Python - Size: 554 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 138 - Forks: 41
lmbxmu/RBNN
Pytorch implementation of our paper accepted by NeurIPS 2020 -- Rotated Binary Neural Network
Language: Python - Size: 1.13 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 76 - Forks: 19
tajanthan/pmf
Proximal Mean-field for Neural Network Quantization
Language: Python - Size: 27.3 KB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 21 - Forks: 3
xuxw98/Quantformer Fork of ZiweiWangTHU/Quantformer
[T-PAMI 2022] Quantformer: Learning Extremely Low-precision Vision Transformers
Language: Python - Size: 486 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0
statsml/compress-net-notes
Size: 6.84 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 20 - Forks: 6
