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hadoop-yarn-submarine
Brahma Reddy Battula 3cf2479c04 Preparing for 3.2.4 development. il y a 3 ans
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src 3e9071207a SUBMARINE-57. Add more elaborate message if submarine command is not recognized. Contributed by Adam Antal il y a 5 ans
README.md 19ad5be651 YARN-8800. Updated documentation of Submarine with latest examples. Contributed by Wangda Tan. il y a 6 ans
pom.xml 3cf2479c04 Preparing for 3.2.4 development. il y a 3 ans

README.md

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.