DeepTrain: A Programmable Embedded Platform for Training Deep Neural Networks.

This paper presents, DeepTrain, an embedded platform for high-performance and energy-efficient training of deep neural network (DNN). The key architectural concept of DeepTrain is to develop a spatially homogeneous computing (and memory) fabric with temporally heterogeneous programmable data flows to optimize memory mapping and data reuse during different phases of training operation.The DeepTrain...