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Tuesday, June 7 • 1:15pm - 1:45pm
Text Convolution Neural Network (CNN) with TensorFlow & GPUs

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Train models and save the earth at the same time! This talk examines the Graphic Processor Unit’s (GPU) potential and limitations for machine learning. We will evaluate GPUs against a business case, automated topic models. We found that GPU-based topic models reduced costs by at least 98% and execution time by 91% compared to single machine and Apache Spark alternatives. The talk also surveys GPU-based machine learning libraries and covers methods to scale beyond a single GPU.

avatar for John Hudzina, PhD

John Hudzina, PhD

Data and Analytics Architect, Thomson Reuters

Tuesday June 7, 2016 1:15pm - 1:45pm CDT
P0806 (1st floor) 9700 France Ave S, Bloomington, MN 55431