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newsDatabricks·August 19, 2021

Speed up UDFs with GPUs using the RAPIDS Accelerator

Summary

User-defined functions appear as opaque transforms that can stop the RAPIDS Accelerator for Apache Spark from running query operations on the GPU. The RAPIDS Accelerator UDF Compiler translates some simple UDFs into GPU-processed Catalyst operations, and users can write GPU versions of Scala, Java or Hive UDFs for maximum control.

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