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IMPLEMENTING PARAMETER SERVER IN NETWORKING INFRASTRUCTURE FOR HIGH-PERFORMANCE COMPUTING

  • US 20190325302A1
  • Filed: 04/23/2018
  • Published: 10/24/2019
  • Est. Priority Date: 04/23/2018
  • Status: Active Grant
First Claim
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1. A method, comprising:

  • executing a distributed deep learning (DL) model training process to train model parameters of a DL model using a plurality of worker nodes executing on one or more server nodes of a computing system; and

    executing a parameter server within a networking infrastructure of the computing system to aggregate local model parameters computed by the plurality of worker nodes and to distribute aggregated model parameters to the plurality of worker nodes using the networking infrastructure of the computing system.

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