topic Detect Objects using Deep Learning Error When Using GPU Error 9999999 and Parallel Processing Job Timed Out in ArcGIS Image Analyst Questions

Detect Objects using Deep Learning Error When Using GPU Error 9999999 and Parallel Processing Job Timed Out

MayarAlzerki — Tue, 14 Nov 2023 15:46:14 GMT

Hello everyone,

I am using a pretrained model for building detection on ArcGIS 3.0.0 Pro, when I set the processor type as CPU it works perfectly, but I want to use the GPU which is throwing these errors:

My GPU is Nvidia GeForce RTX 2070 Super. I checked if torch.cuda.is_available() returns true or not and it returned True.

Please help me in this.

Thank you in advance,

Re: Detect Objects using Deep Learning Error When Using GPU Error 9999999 and Parallel Processing Job Timed Out

PavanYadav — Mon, 27 Nov 2023 16:36:59 GMT

@MayarAlzerki

Can you share the name of the pre-trained model? Are you using a local raster (e.g tif , jpg) or using image service or webgis layer as an input raster?

regards

Pavan

Re: Detect Objects using Deep Learning Error When Using GPU Error 9999999 and Parallel Processing Job Timed Out

MayarAlzerki — Fri, 01 Dec 2023 07:57:44 GMT

Hello Pavan,

Thank you for your response. The name of the pre-trained model is: Building Footprint Extraction - KSA.

Please find it through the following link: https://esrisaudi-ai.maps.arcgis.com/home/item.html?id=63785ee9860d4bd68cd82caccdcf1742

I'm using the world imagery service layer.

Thank you in advance,
Mayar

Re: Detect Objects using Deep Learning Error When Using GPU Error 9999999 and Parallel Processing Job Timed Out

PavanYadav — Fri, 16 Feb 2024 19:21:59 GMT

@MayarAlzerkiI am sorry, I missed your last comment. When you use the World Imagery basemap layer, you need to define an extent (try a small one in the environment tab) and a cell size (something between 0.1 and 0.5). I agree, the error message was wrong. However, my understanding is that there are some licensing limitations on how you can use the World Imagery basemap as an input.

@VinayViswambharan can you comment on the usages of the world imagery for AI inferencing?

thanks
Pavan

Re: Detect Objects using Deep Learning Error When Using GPU Error 9999999 and Parallel Processing Job Timed Out

MayarAlzerki — Mon, 19 Feb 2024 06:38:01 GMT

Hello @PavanYadav,

It's fine no worries, actually, I'm not working on it anymore, but on my free time I would give it a try for sure!

Appreciate your response. Thank you!

Re: Detect Objects using Deep Learning Error When Using GPU Error 9999999 and Parallel Processing Job Timed Out

VinayViswambharan1 — Tue, 20 Feb 2024 19:19:40 GMT

Hi @MayarAlzerki - The world imagery cannot be used for inferencing or programmatic access. It is violating the terms of use of the basemap (which is designed currently to be used only as a basemap).

Regards,

Vinay

Re: Detect Objects using Deep Learning Error When Using GPU Error 9999999 and Parallel Processing Job Timed Out

MayarAlzerki — Wed, 21 Feb 2024 11:44:13 GMT

Hello @VinayViswambharan1!

Apologiess, I think that I did not get your point. Do you mean that it's not allowed in GPU only? Because I can do detection using my CPU

Re: Detect Objects using Deep Learning Error When Using GPU Error 9999999 and Parallel Processing Job Timed Out

AderonkeAdetoro — Wed, 14 Aug 2024 08:22:20 GMT

Hello @PavanYadav I encountered the same problem with a tiff imagery I acquired using drone.

I couldn't use my dedicated GPU, Nvidia with 4gb but it ran with the other GPU but the result wasn't satisfactory, I got a result with each building having multiple footprints. Then when I trained my model and tried to run it again, I could only use CPU which made my processing time really slow and also with unsatisfactory result. Could you please help me with a solution? The USA Footprint detected some of my buildings in Nigeria but with multiple footprints for a building and smaller footprint size compared to the actual building size for other buildings.

Re: Detect Objects using Deep Learning Error When Using GPU Error 9999999 and Parallel Processing Job Timed Out

PavanYadav — Fri, 23 Aug 2024 18:00:26 GMT

@MayarAlzerki it's a license limitation.