Abhishek Shakya created SPARK-36817: ---------------------------------------
Summary: 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 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