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Xianzhi Yu's Projects

relion-1.3-opt icon relion-1.3-opt

冷冻电镜图像三维重建程序Relion-1.3的优化(包含通信框架优化和分发任务优化)和容错(一个节点失效)研究,实现了树状集合通信框架,多节点分发任务,一个节点失效时MPI可以继续运行,使用socket代替MPI做通信

rocblas icon rocblas

Next generation BLAS implementation for ROCm platform

socket-mpi icon socket-mpi

使用socket实现的类似MPI分布式并行框架的多节点通信函数,包含几个简单函数(启动多进程,协商进程编号,发送/接收函数,广播函数,规约函数,同步函数等)

sru icon sru

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

top-k icon top-k

A way to use cuda to accelerate top k algorithm

vgg-caffe icon vgg-caffe

The VGG16 and VGG19 networks in caffe with jupyter notebook

zh_cnn_text_classify icon zh_cnn_text_classify

基于CNN的中文文本分类算法(可应用于垃圾邮件过滤、情感分析等场景)

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