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Hyukjin Kwon resolved SPARK-36817. ---------------------------------- Resolution: Invalid > Does Apache Spark 3 support GPU usage for Spark RDDs? > ----------------------------------------------------- > > Key: SPARK-36817 > URL: https://issues.apache.org/jira/browse/SPARK-36817 > Project: Spark > Issue Type: Question > Components: Spark Core > Affects Versions: 3.1.2 > Reporter: Abhishek Shakya > Priority: Major > > I am currently trying to run genomic analyses pipelines using > [Hail|https://hail.is/](library for genomics analyses written in python and > Scala). Recently, Apache Spark 3 was released and it supported GPU usage. > I tried [spark-rapids|https://nvidia.github.io/spark-rapids/] library start > an on-premise slurm cluster with gpu nodes. I was able to initialise the > cluster. However, when I tried running hail tasks, the executors keep getting > killed. > On querying in Hail forum, I got the response that > {quote}That’s a GPU code generator for Spark-SQL, and Hail doesn’t use any > Spark-SQL interfaces, only the RDD interfaces. > {quote} > So, does Spark3 not support GPU usage for RDD interfaces? -- This message was sent by Atlassian Jira (v8.3.4#803005) --------------------------------------------------------------------- To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org For additional commands, e-mail: issues-h...@spark.apache.org