Memory Management In Deep Learning

Memory management in big data processing is a critial issue, especially in deep learning where there might be billions of parameters in one model.

Review on Training Deep Nets with Sublinear Memory Cost

Source: This is an arXiv paper published by Tianqi Chen on 22 Apr, 2016.

A easy to understand the basic idea of this paper is on

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Review on Memory-Efficient Backpropagation Through Time