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  1. Slider
  2. SLIDER-1174

Support Tensorflow on Slider

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Details

    • New Feature
    • Status: Resolved
    • Major
    • Resolution: Fixed
    • None
    • Slider 0.92
    • app-package
    • None

    Description

      1. Enable YARN and Slider to have the capability to run tensorflow cluster, which contains a set of "tasks" that participate in the distributed execution of a TensorFlow graph
      2. Take the advantage of YARN to manage cluster resources and dynamically generate clusterSpec for tensorflow

      Attachments

        1. TensorflowOnSlider.pdf
          138 kB
          Yang Wang
        2. TensorflowOnSlider(V1).pdf
          205 kB
          Yang Wang
        3. SliderAppMaster.pdf
          128 kB
          Yang Wang
        4. SLIDER-1174.001.patch
          35 kB
          Yang Wang
        5. SLIDER-1174.002.patch
          37 kB
          Yang Wang

        Issue Links

          requires

          Sub-task - The sub-task of the issue YARN-3998 Add support in the NodeManager to re-launch containers

          • Major - Major loss of function.
          • Resolved

          Sub-task - The sub-task of the issue YARN-4122 Add support for GPU as a resource

          • Major - Major loss of function.
          • Resolved

          Bug - A problem which impairs or prevents the functions of the product. SLIDER-494 Support for short-lived services

          • Major - Major loss of function.
          • Open

          New Feature - A new feature of the product, which has yet to be developed. YARN-4757 [Umbrella] Simplified discovery of services via DNS mechanisms

          • Major - Major loss of function.
          • Resolved

          Activity

            People

              wangyang0918 Yang Wang
              wangyang0918 Yang Wang
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              Dates

                Created:
                Updated:
                Resolved: