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Intel(R) MLSL 2017 Preview

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@ykiryano ykiryano released this 18 Apr 13:26
· 29 commits to master since this release

This release of the Intel(R) Machine Learning Scaling Library supports the
following major features:

  • Data, model, and hybrid parallelism
  • Synchronous Stochastic Gradient Descent (SGD) and its variants (AdaGrad, Momentum, etc.)
    support by communication patterns
  • Distributed weight update
  • Advanced communication statistics
  • C/C++ interfaces
  • Support for Intel(R) Xeon(R) and Intel(R) Xeon Phi(TM) processors
    (formerly code named Knights Landing)
  • Support for the following network interconnects:
    o Intel(R) Omni-Path Architecture (Intel(R) OPA)
    o Infiniband*
    o Ethernet*
  • API is changed since Intel MLSL 2017 Beta release