Thursday, September 10, 2015

Apache Singa - new distributed deep learning framework

I learned today from my friend Assaf Araki from Intel about Apache Singa project which had a workshop at VLDB 2015. The project is maintained by a few Singaporean universities. It is a C++ platform (with Python binding) which already implements round 10 different deep learning algorithms. It has support for different ways of computing distributed SGD, both synchronous and asynchronous like Hogwild! and ParameterServer.

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