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motifmachine's Projects

bnn icon bnn

Code for "Binarized Neural Networks on the ImageNet Classification Task"

cuda_hgemm icon cuda_hgemm

Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruction.

grad-cnns icon grad-cnns

Code and manuscript for "Efficient Per-Example Gradient Computations in Convolutional Neural Networks"

imgclsmob icon imgclsmob

Sandbox for training deep learning networks

isetbio icon isetbio

Tools for modeling image systems engineering in the human visual system front end

mma_regularization icon mma_regularization

official code for paper "MMA Regularization: Decorrelating Weights of Neural Networks by Maximizing the Minimal Angles"

paddle-lite icon paddle-lite

Multi-platform high performance deep learning inference engine (『飞桨』多平台高性能深度学习预测引擎)

recu icon recu

Pytorch implementation of our paper under review -- ReCU: Reviving the Dead Weights in Binary Neural Networks http://arxiv.org/abs/2103.12369

visbrain icon visbrain

A multi-purpose GPU-accelerated open-source suite for brain data visualization

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