Accelerating Deep Learning with Apache Spark and NVIDIA GPUs on AWS – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-03-27T16:00:00Z http://www.open-lab.net/blog/feed/ Qing Lan <![CDATA[Accelerating Deep Learning with Apache Spark and NVIDIA GPUs on AWS]]> http://www.open-lab.net/blog/?p=24036 2022-08-21T23:41:03Z 2021-02-23T21:58:00Z With the growing interest in deep learning (DL), more and more users are using DL in production environments. Because DL requires intensive computational power,...]]> With the growing interest in deep learning (DL), more and more users are using DL in production environments. Because DL requires intensive computational power,...

With the growing interest in deep learning (DL), more and more users are using DL in production environments. Because DL requires intensive computational power, developers are leveraging GPUs to do their training and inference jobs. Recently, as part of a major Apache Spark initiative to better unify DL and data processing on Spark, GPUs became a schedulable resource in Apache Spark 3.

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