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hadoop
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hadoop-yarn-project
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hadoop-yarn
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hadoop-yarn-applications
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hadoop-yarn-submarine
Sunil G bde4fd5ed9 Preparing for 3.2.0 release 6 år sedan
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installation 920401b296 YARN-8870. [Submarine] Add submarine installation scripts. (Xun Liu via wangda) 6 år sedan
src aa23c8d739 YARN-8798. [Submarine] Job should not be submitted if --input_path option is missing. (Zhankun Tang via wangda) 6 år sedan
README.md 19ad5be651 YARN-8800. Updated documentation of Submarine with latest examples. Contributed by Wangda Tan. 6 år sedan
pom.xml bde4fd5ed9 Preparing for 3.2.0 release 6 år sedan

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.