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Hands-On Deep Learning with Apache Spark
book

Hands-On Deep Learning with Apache Spark

by Guglielmo Iozzia
January 2019
Intermediate to advanced content levelIntermediate to advanced
322 pages
7h 29m
English
Packt Publishing
Content preview from Hands-On Deep Learning with Apache Spark

Distributed network training with Spark and DeepLearning4j

The training of Multilayer Neural Networks (MNNs) is computationally expensive—it involves huge datasets, and there is also the need to complete the training process in the fastest way possible. In Chapter 1The Apache Spark Ecosystem, we have learned about how Apache Spark can achieve high performances when undertaking large-scale data processing. This makes it a perfect candidate to perform training, by taking advantage of its parallelism features. But Spark alone isn't enough—its performances are excellent, in particular for ETL or streaming, but in terms of computation, in an MNN training context, some data transformation or aggregation need to be moved down using a low-level ...

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Publisher Resources

ISBN: 9781788994613Supplemental Content