A Hierarchical Parameter Server framework based on MXNet. HiPS also implements multiple communication-efficient strategies.

HiPS is a MXNet-based two-layer parameter server framework, aiming at integrating data knowledge that owned by multiple independent parties in a privacy-preservating way (i.e. no need to transfer raw data), by training a shared deep learning model collaboratively in a decentralized and distributed manner.

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