5 results found Sort:

quic
aimet quic
393
2.2k
other
51
AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.
auto-ml pruning opensource compression open-source quantization deep-learning machine-learning network-compression deep-neural-networks network-quantization
Created 2020-04-21
2,445 commits to develop branch, last one a day ago
sony
model_optimization sony
55
342
apache-2.0
23
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 adva...
ptq qat edge-ai pytorch optimizer tensorflow quantization deep-learning neural-network machine-learning network-compression deep-neural-networks network-quantization
Created 2021-06-21
1,296 commits to main branch, last one 2 days ago
NJU-Jet
SR_Mobile_Quantization NJU-Jet
41
148
unknown
6
Winner solution of mobile AI (CVPRW 2021).
super-resolution int8-quantization residual-learning network-quantization
Created 2021-03-31
23 commits to master branch, last one 2 years ago
1adrianb
binary-networks-pytorch 1adrianb
13
137
bsd-3-clause
3
Binarize convolutional neural networks using pytorch :fire:
pytorch network-binarization network-quantization convolutional-neural-networks
Created 2020-09-13
16 commits to master branch, last one 3 years ago
lmbxmu
RBNN lmbxmu
20
81
unknown
7
Pytorch implementation of our paper accepted by NeurIPS 2020 -- Rotated Binary Neural Network
neurips2020 neurips-2020 binary-network network-quantization binary-neural-networks network-compression-acceleration
Created 2020-04-12
180 commits to master branch, last one 2 years ago