Re: GPU job in Spark 3

2021-04-15 Thread Gourav Sengupta
Hi, completely agree with Hao. In case you are using YARN try to see the EMR documentation on how to enable GPU as resource in YARN before trying to use that in SPARK. This is one of the most exciting features of SPARK 3, and you can reap huge benefits out of it :) Regards, Gourav Sengupta On

Re: GPU job in Spark 3

2021-04-09 Thread Sean Owen
(I apologize, I totally missed that this should use GPUs because of RAPIDS. Ignore my previous. But yeah it's more a RAPIDS question.) On Fri, Apr 9, 2021 at 12:09 PM HaoZ wrote: > Hi Martin, > > I tested the local mode in Spark on Rapids Accelerator and it works fine > for > me. > The only

Re: GPU job in Spark 3

2021-04-09 Thread HaoZ
Hi Martin, I tested the local mode in Spark on Rapids Accelerator and it works fine for me. The only possible issue is the CUDA 11.2 however the supported CUDA version as per https://nvidia.github.io/spark-rapids/docs/download.html is 11.0. Here is a quick test using Spark local mode. Note: When

Re: GPU job in Spark 3

2021-04-09 Thread Tom Graves
Hey Martin, I would encourage you to file issues in the spark-rapids repo for questions with that plugin: https://github.com/NVIDIA/spark-rapids/issues I'm assuming the query ran and you looked at the sql UI or the .expalin() output and it was on cpu and not gpu?  I am assuming you have the

Re: GPU job in Spark 3

2021-04-09 Thread Sean Owen
I don't see anything in this job that would use a GPU? On Fri, Apr 9, 2021 at 11:19 AM Martin Somers wrote: > > Hi Everyone !! > > Im trying to get on premise GPU instance of Spark 3 running on my ubuntu > box, and I am following: > >

GPU job in Spark 3

2021-04-09 Thread Martin Somers
Hi Everyone !! Im trying to get on premise GPU instance of Spark 3 running on my ubuntu box, and I am following: https://nvidia.github.io/spark-rapids/docs/get-started/getting-started-on-prem.html#example-join-operation Anyone with any insight into why a spark job isnt being ran on the GPU -