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Train Deep learning model error

Honey

ERROR 032659 updateParameters Execution Error: Traceback (most recent call last):
File "c:\program files\arcgis\pro\Resources\ArcToolbox\toolboxes\Image Analyst Tools.tbx#TrainDeepLearningModel_ia.UpdateParameters.py", line 1, in <module>
File "c:\program files\arcgis\pro\Resources\ArcToolbox\toolboxes\Image Analyst Tools.tbx#TrainDeepLearningModel_ia.UpdateParameters.py", line 66, in updateParameters
File "C:\Program Files\ArcGIS\Pro\bin\Python\envs\arcgispro-py3\Lib\site-packages\arcgis\learn\models\_retinanet.py", line 137, in _supported_backbones
return [*_resnet_family]
NameError: name '_resnet_family' is not defined

I'm getting this error. not so sure why. this is my first time using this feature of ArcGIS pro.

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QSITInternational

Peace, God's mercy and blessings be upon you

Hello All,

wish this issue is solved, and I'll share my solution anyway.

After more 10 hours of Research, tracking the process of Cloning, analysis logs and opening all of utilities python files for Deep Learning package,

the issue is related to two things with me, Cuda version, connections of conda and arcgis.learn api, without deep dive into things you can solve this error with the following steps:

install your arcGIS pro
just install the right version of Deep learning package that match your ArcGIS pro version from : https://github.com/Esri/deep-learning-frameworks
turn off every thing
go to "C:\Program Files\ArcGIS\Pro\bin\Python\envs\"
copy Deep learning environment folder that name is "arcgispro-py3"
Go to "C:\Users\<"YOUR_USERNAME">\AppData\Local\ESRI\conda\envs\" and past environment folder
After copying is done, Rename the "arcgispro-py3" with the any name you want ...>>> assuming you rename it "EgyptionAI"
open ArcGIS pro
go to python
open package manager
you will find two env : "arcgispro-py3" and "EgyptionAI" and you will find "arcgispro-py3" in use status
click in "EgyptionAI" and make it in use status
Restart ArcGIS pro

and it will be done ISA

>> by doing steps above your cloning all environment files and and conda connections directly without cloning it from ArcGIS pro or python command prompt that will try to download and install cuda version and make change in your deep learning package.

Peace,

danielri

It would be instructive to see what line 683 actually says.

Found that there is NO line 683 in the 2.8 and 2.9 version of the tool.script.validate.py. This means the error you are seeing is from NEW code added at v3.0.

sharmaakki

I have installed ArcGIS Pro 3.0 with deep learning libraries for version 3.0 but still getting this error while training the deep learning models. I don't know why this is happening again and again.

Error 032659 updateParameters Error: Traceback (most recent call last):
File "c:\program files\arcgis\pro\Resources\ArcToolbox\toolboxes\Image Analyst Tools.tbx\TrainDeepLearningModel.tool\tool.script.validate.py", line 683, in <module>

danielri

An I'm using ArcGIS Pro 2.9 and still get this error. I reinstalled the Deep Learning Python library twice, no joy.

Anonymous User

Sure, I am using ArcGIS Pro 2.8 version, which I have updated yesterday.

7177

Hi, what ArcGIS PRO Version did you use, if you don't mind me asking?

Anonymous User

This is absolutely lame error and I am getting it again and again, tried to update installation, DL libraries etc. nothing works. I am applied Deep Learning Researcher and can see this DL training method has so many fragile places it breaks on. I can see images in ImageChip folder(where I have created training data) and I did use Pascal VOC format. But when I select the ImageChip folder in Train Deep Learning Model tool's Input Training Data field, it gives this error.

This training data was created by ArcGIS Pro itself and being used by ArcGIS pro itself again. How can it give error? is the product not integrated enough? little dis-appointed in this simple use-case.

7177

Reinstalling 2.7 and repairing the framework installation solved the problems I encountered...

ZorkoSostaric1

Just before Christmas I got new laptop and installed ArcGIS Pro 2.7. For a support call I had to test deep learning and I did the following only:

Install Deep Learning Framework from
https://github.com/Esri/deep-learning-frameworks/releases/tag/pro-2.7
You DON'T NEED to clone Python environment or manually add any packages
run this lesson https://learn.arcgis.com/en/projects/use-deep-learning-to-assess-palm-tree-health/
and it all worked just fine.

On old laptop with 2.6 I had the same error and eventually I fixed it by cloning Python environment and installing Deep Learning Libraries but it was a messy process and I am not sure what part actuall fixed it.

At least with 2.7 should be lot easier.

7177

Hello,

I got the same issue on ArcGIS Pro 2.7 and frustratingly haven't found neither an explanation nor a solution for the error.

ERROR 032659 updateParameters Error: Traceback (most recent call last):
File "c:\program files\arcgis\pro\Resources\ArcToolbox\toolboxes\Image Analyst Tools.tbx\TrainDeepLearningModel.tool\tool.script.validate.py", line 261, in <module>
File "c:\program files\arcgis\pro\Resources\ArcToolbox\toolboxes\Image Analyst Tools.tbx\TrainDeepLearningModel.tool\tool.script.validate.py", line 117, in updateParameters
backbone_list = training_model._supported_backbones()
File "C:\Users\p.funovits\AppData\Local\ESRI\conda\envs\arcgispro-py3-clone3\lib\site-packages\arcgis\learn\models\_classifier.py", line 179, in _supported_backbones
return [*_resnet_family, models.mobilenet_v2.__name__]
NameError: name '_resnet_family' is not defined

I'm getting peculiar errors with more than one of the available models btw. Mask RCNN is _the_ only one I get results from at all, the rest doesn't really work for me.

Any input welcome!

And yes, I re-cloned the standard environment and re-installed the deep learning packages and so forth. No luck.

VinuChandran

Updating ArcPro to 2.6.3 version fixed this for me.

GiuseppeDiCaprio

Good Evening,

I've the same Issue, did you get the solution ? If so, could you tell how to resolve ?.

Thanks a lot,

Giuseppe

Anonymous User

Did you use the "Export Training Data for Deep Learning" tool to create the input for that tool? If so, do you recall what you set the meta data format as? I know there can be issues with this error code when using KITTI Labels

danretired

Install deep learning frameworks for ArcGIS—ArcGIS Pro | Documentation

Base info and links to Pro 2.5

Then there is the link for 2.6 for the required installation

https://www.esri.com/content/dam/esrisites/en-us/media/pdf/install-deep-learning-frameworks.pdf

Everything OK with the installation?

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