hadoop/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-applications/hadoop-yarn-submarine
Wangda Tan 46d6e00166 YARN-8870. [Submarine] Add submarine installation scripts. (Xun Liu via wangda)
Change-Id: I46e8d9fd32c7745c313030da62da41486a77b3ea
2018-10-16 13:51:02 -07:00
..
installation YARN-8870. [Submarine] Add submarine installation scripts. (Xun Liu via wangda) 2018-10-16 13:51:02 -07:00
src YARN-8875. [Submarine] Add documentation for submarine installation script details. (Xun Liu via wangda) 2018-10-16 13:51:01 -07:00
pom.xml Changed version in trunk to 3.3.0-SNAPSHOT. 2018-10-02 22:41:41 +05:30
README.md YARN-8800. Updated documentation of Submarine with latest examples. Contributed by Wangda Tan. 2018-09-29 00:01:04 +05:30

Overview

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Submarine is a project which allows infra engineer / data scientist to run unmodified Tensorflow programs on YARN.

Goals of Submarine:

  • It allows jobs easy access data/models in HDFS and other storages.
  • Can launch services to serve Tensorflow/MXNet models.
  • Support run distributed Tensorflow jobs with simple configs.
  • Support run user-specified Docker images.
  • Support specify GPU and other resources.
  • Support launch tensorboard for training jobs if user specified.
  • Support customized DNS name for roles (like tensorboard.$user.$domain:6006)

Please jump to QuickStart guide to quickly understand how to use this framework.

Please jump to Examples to try other examples like running Distributed Tensorflow Training for CIFAR 10.

If you're a developer, please find Developer guide for more details.