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~ 2016 2Q

  • DistBelief clone for CPU cluster
    • BSP based mini-batch SGD
    • Programming Interface
    • Scalability and Performance Evaluation
      • compare with CPU only Caffe, Singa, DeepDist, ..., etc.

 

~ 2016 4Q

  • GPU acceleration using Rootbeer or something
  • Supporting multiple computing engines
  • CPU + GPU heterogeneous cluster
    • If possible, Integrate with Caffe, Singa, Torch, ..., etc (question)
    • Performance Evaluation

 

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