xnor enhanced neural nets // Hasso Plattner Institute

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16 repositories

pytorch
Public
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Python
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Other
•23k•0•0•0•Updated Oct 30, 2024Oct 30, 2024
bitorch
Public
BITorch: Open-Source Implementation of Binary Neural Networks with PyTorch
binary-neural-networks python deep-learning pytorch
Python
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GNU General Public License v3.0
•4•35•1•0•Updated Jun 13, 2024Jun 13, 2024
BNext
Public
Join the High Accuracy Club on ImageNet with A Binary Neural Network Ticket
Python
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Apache License 2.0
•4•56•3•0•Updated Feb 12, 2023Feb 12, 2023
flexible-BERT
Public
Flexible BERT with width- and depth-dynamic inference
Python
•1•0•0•0•Updated Dec 19, 2022Dec 19, 2022
BMXNet-v2
Public
BMXNet 2: An Open-Source Binary Neural Network Implementation Based on MXNet
deep-learning mxnet xnor-convolutions binary-neural-networks bmxnet-v2
C++
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Apache License 2.0
•31•231•5•6•Updated May 20, 2022May 20, 2022
fvbitcore
Public
Fork of https://github.com/facebookresearch/fvcore with support for bitorch
Python
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Apache License 2.0
•0•0•0•0•Updated May 19, 2022May 19, 2022
bitorchinfo
Public
Python
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MIT License
•1•3•0•0•Updated Jan 6, 2022Jan 6, 2022
BoolNet
Public
This is the accompanying code for our arxiv pre-print: "BoolNet: Minimizing the Energy Consumption of Binary Neural Networks"
Python
•4•9•0•0•Updated Sep 17, 2021Sep 17, 2021
BMXNet-v2-examples
Public
Examples for BMXNet v2 (https://github.com/hpi-xnor/BMXNet-v2)
mnist imagenet cifar10 binary-neural-networks bmxnet-v2
Python
•2•9•1•0•Updated Jul 2, 2020Jul 2, 2020
android-image-classification
Public
android computer-vision deep-learning binary-neural-networks
Java
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GNU General Public License v3.0
•10•17•0•0•Updated Jun 9, 2020Jun 9, 2020
BMXNet-v2-wiki
Public
Wiki for BMXNet v2 (https://github.com/hpi-xnor/BMXNet-v2)
bmxnet-v2
1•5•0•0•Updated Jun 9, 2020Jun 9, 2020
BMXNet
Public archive
(New version is out: https://github.com/hpi-xnor/BMXNet-v2) BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet
deep-learning xnor-convolutions binary-neural-networks mxnet
C++
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Apache License 2.0
•94•351•0•0•Updated Nov 18, 2019Nov 18, 2019
mshadow
Public
Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA for (Deep) Machine Learning
C++
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Other
•432•1•0•0•Updated Oct 11, 2017Oct 11, 2017
ios-image-classification
Public
ios computer-vision deep-learning binary-neural-networks
C++
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MIT License
•0•13•1•0•Updated Jun 20, 2017Jun 20, 2017
nnvm
Public
C++
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Apache License 2.0
•0•0•0•0•Updated May 31, 2017May 31, 2017
ios-mnist
Public
ios computer-vision deep-learning binary-neural-networks
C++
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MIT License
•0•2•0•0•Updated May 26, 2017May 26, 2017