SparkNet: Training Deep Networks in Spark

international conference on learning representations, 2015.

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Abstract:

Training deep networks is a time-consuming process, with networks for object recognition often requiring multiple days to train. For this reason, leveraging the resources of a cluster to speed up training is an important area of work. However, widely-popular batch-processing computational frameworks like MapReduce and Spark were not des...More

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