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Saturday, November 18 • 1:10pm - 1:50pm
Optimizing and Deploying High Performance Spark and TensorFlow Models in Production with GPUs

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Using the latest advancements from TensorFlow including the Accelerated Linear Algebra (XLA) Framework, JIT/AOT Compiler, and Graph Transform Tool , I’ll demonstrate how to optimize, profile, and deploy TensorFlow Models in GPU-based production environment. This talk is contains many Spark ML and TensorFlow AI demos using PipelineIO's 100% Open Source Community Edition (http://community.pipeline.io). All code and Docker images are available at https://github.com/fluxcapacitor/pipeline to reproduce on your own CPU or GPU-based cluster.

avatar for Chris Fregly

Chris Fregly

Founder, Research Engineer, PipelineIO
Chris Fregly is Founder and Research Engineer at PipelineIO, a Streaming Machine Learning and Artificial Intelligence Startup based in San Francisco. He is also an Apache Spark Contributor, a Netflix Open Source Committer, founder of the Global Advanced Spark and TensorFlow Meet... Read More →

Saturday November 18, 2017 1:10pm - 1:50pm
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