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-tric...

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!

[DanPatterson]

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.

[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 

[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

[KRankin · Accepted solution]

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-arcg...

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

[PavanYadav]

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