Skip to content

lunar-knights/tensorflow_distributed_guide

Repository files navigation

Tensorflow分布式介绍

很详细的分布式介绍:

https://www.imooc.com/article/44055 https://blog.csdn.net/luodongri/article/details/52596780 (比较旧)

  • 介绍了分布式策略,分布式架构,
  • 同步,异步优点缺陷
  • 复制训练,tensorflow使用的分布式机制

https://blog.csdn.net/u012133034/article/details/81167040 (ps负载均衡)

各种类型(多机多卡等 ):

https://blog.csdn.net/hjimce/article/details/61197190

grpc:

tensorflow分布式使用的结点通信方式(默认使用,必选方式) https://blog.csdn.net/GG_SiMiDa/article/details/81514561

google tensorflow分布式论文:

Martin Abadi、Ashish Agarwal、Paul Barham论文《TensorFlow:Large-Scale Machine Learning on Heterogeneous Distributed Systems》

http://download.tensorflow.org/paper/whitepaper2015.pdf?spm=5176.100239.blogcont335645.19.RCItSw&file=whitepaper2015.pdf

分布式代码基础结构:

https://www.cnblogs.com/estragon/p/10034511.html

About

tensorflow distributed guide

Resources

License

Stars

Watchers

Forks

Packages

 
 
 

Contributors

Languages