Simplifying and Accelerating Machine Learning Predictions in Apache Beam with NVIDIA TensorRT – 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/ Alexander Zhurkevich <![CDATA[Simplifying and Accelerating Machine Learning Predictions in Apache Beam with NVIDIA TensorRT]]> http://www.open-lab.net/blog/?p=59150 2024-11-14T15:51:50Z 2022-12-16T20:56:33Z Loading and preprocessing data for running machine learning models at scale often requires seamlessly stitching the data processing framework and inference...]]> Loading and preprocessing data for running machine learning models at scale often requires seamlessly stitching the data processing framework and inference...

Loading and preprocessing data for running machine learning models at scale often requires seamlessly stitching the data processing framework and inference engine together. In this post, we walk through the integration of NVIDIA TensorRT with Apache Beam SDK and show how complex inference scenarios can be fully encapsulated within a data processing pipeline. We also demonstrate how terabytes��

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