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~ 2016 2Q

  • Hybrid (sync/async) distributed deep learning on CPU cluster
    • Release 0.1 version
    DistBelief clone for CPU cluster
    • BSP based mini-batch SGD
    • Programming Interface
    • Scalability and Performance Evaluationcompare with CPU only Caffe, Singa, DeepDist, ..., etc.

 

~ 2016 4Q

...

  • CPU + GPU heterogeneous cluster optimization and Evaluation
    • Release 0.2 version
    • If possible, Integrate with Caffe, Singa, Torch, ..., etc (question)
    • Performance Evaluation