nav[aria-label="Primary Navigation"] { padding: 0; & ul { list-style: none; width: 100%; display: flex; flex-direction: row; justify-content: start; align-items: start; gap: 30px; padding: 0; & li { margin: 0; } & ul li { list-style: none; } } }

Train Deep Learning Model, Error 032659

KRankin

Hello (first post 🙂 ,

I am trying to run the 'Train Deep Learning Model' tool and when i add my training data, it either crashes Pro or throws error 032659 (pictured below).

I have successfully run this process on my desktop at work, but cannot get it to run on my personal computer. The major difference is, my laptop GPU is CUDA enabled.

I followed this process: https://www.esri.com/arcgis-blog/products/arcgis-pro/imagery/deep-learning-with-arcgis-pro-tips-tricks/

What i've done & confirmed so far:

I am using ArcGIS Pro v 3.2.2, and i have successfully (as of 2/8/2024) uninstalled and re-installed ArcGIS Pro & deep learning libraries. I am using the default "arcgispro-py3" environment. I have confirmed CUDA availability with "import torch->import fastai ->torch.cuda.is_available()" = true in a python window on Pro. I have tried the process of exporting training data numerous times, using old data and starting from scratch on a new project (all data used/edited was done so on Pro 3.2.2). The metadata format i use when exporting training data is PASCAL Visual Object Classes (i have also tried the Labeled_Tiles format). Regardless of the training data added to 'Train Deep Learning Model', it will not accept it.

At a loss for what to try next. Any tips or advice would be wonderful, thank you!

Vind meer berichten getagd met

Deep learning

Accepted answers

KRankin

After uninstalling and re-installing Pro and the deep learning libraries (two times), I no longer receive error 032659 and can add training data to the "Train Deep Learning Model" tool.

Uninstall Pro: https://support.esri.com/en-us/knowledge-base/how-to-perform-a-clean-uninstall-and-reinstall-of-arcgi-000030419

Install / Uninstall Deep Learning: https://github.com/Esri/deep-learning-frameworks

All comments

PavanYadav

@KRankin I am glad you have been able able to resolve it.

KRankin

After uninstalling and re-installing Pro and the deep learning libraries (two times), I no longer receive error 032659 and can add training data to the "Train Deep Learning Model" tool.

Uninstall Pro: https://support.esri.com/en-us/knowledge-base/how-to-perform-a-clean-uninstall-and-reinstall-of-arcgi-000030419

Install / Uninstall Deep Learning: https://github.com/Esri/deep-learning-frameworks

KRankin

Hi Pavan,

Thank you for taking the time to respond. I looked at the package manager and found the deep learning packages. I decided to uninstall / re-install for a second time (both Pro and the deep learning packages). After doing so, the tool seems to be working, albeit sparingly. ArcGIS Pro crashed once and threw a couple compile errors, but it is now allowing me to add training data to the "Train Deep Learning Model".

The error was:

"Error:Sizes of tensors must match except in dimension 2. Got 25 and 26 (The offending index is 0). Training was not successful."

I assume the error was user error (my fault), because i tried the tool again after leaving most of the parameters default and it worked.

Thanks again,

Keenan

PavanYadav

@KRankin From this

It looks like the tool cannot use torch but I understand from python prompt window, you can import torch.

I will do bit research on it but in the meantime, if you have any additional information please share.

thanks

Pavan

danretired

The Train Point Cloud Classification Model tool fails with Error 032659.

BUG-000163827 for ArcGIS Pro (esri.com)

Fixed in the 3.2.2 release today apparently.

Doe mee aan het gesprek

Aangemelde leden kunnen berichten plaatsen, updates volgen en meer. Nieuw hier? Registreer een gratis account.

Snelle Links

Community Help
Find useful guides, FAQs, and documents to help you navigate and make the most of Esri Community.