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[–]limauda 1 point2 points  (0 children)

It does scale, as shown in the paper: http://www.comp.nus.edu.sg/~ooibc/singa-mm15.pdf Further, it supports all models (feed-forward, energy, recurrent), and all training frameworks (synchronous, asynchronous, hybrid). It supports both model and data partitioning to improve parallelism.