Detect Objects Using Deep Learning - Parallel processing job timed out [Failed to generate table]

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12-01-2022 04:00 AM
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zou_ys
by
New Contributor

 

When working with deep learning models in ArcGIS Pro, attempting to run the Detect Objects Using Deep Learning tool fails and returns the following error message,when use GPU, but  not when use CPU.

 

 

 

Detect Objects Using Deep Learning

=====================

Parameters

 

Input Raster     C:\yt\gffff.tif

Output Detected Objects     C:\Users\Administrator\Documents\ArcGIS\Projects\MyProject5\MyProject5.gdb\gffff_DetectObjectsUsingDeep10

Model Definition     C:\yt\TEST\CarDetection_USA.dlpk

Arguments     padding 20;batch_size 16;threshold 0.9;return_bboxes False;tile_size 400

Non Maximum Suppression     NMS

Confidence Score Field     Confidence

Class Value Field     Class

Max Overlap Ratio     0

Processing Mode     PROCESS_AS_MOSAICKED_IMAGE

Output Classified Raster    

=====================

Environments

 

Processor Type     GPU

=====================

Messages

 

Start Time: 2022121 19:45:53

ERROR 999999: Something unexpected caused the tool to fail. Contact Esri Technical Support (http://esriurl.com/support) to Report a Bug, and refer to the error help for potential solutions or workarounds.

Parallel processing job timed out [Failed to generate table]

Parallel processing job timed out [Failed to generate table]

Failed to execute (DetectObjectsUsingDeepLearning).

Failed at 2022121 19:46:00 (Elapsed Time: 6.91 seconds)

 

Python Command:

with arcpy.EnvManager(processorType="GPU"):

    out_classified_raster = arcpy.ia.DetectObjectsUsingDeepLearning(r"C:\yt\gffff.tif", r"C:\Users\Administrator\Documents\ArcGIS\Projects\MyProject5\MyProject5.gdb\gffff_DetectObjectsUsingDeep7", r"C:\yt\TEST\MyProjectTEST\moxing3\moxing3.emd", "padding 32;threshold 0.5;nms_overlap 0.1;batch_size 64;exclude_pad_detections True;test_time_augmentation False", "NMS", "Confidence", "Class", 0, "PROCESS_AS_MOSAICKED_IMAGE"); out_classified_raster.save(None)

 

zou_ys_0-1669895512957.png

zou_ys_1-1669895539691.pngzou_ys_2-1669895583992.png

 

 

 

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1 Reply
PavanYadav
Esri Contributor

hello @zou_ys Are you still having this problem? What version of ArcGIS Pro are you using? If you have resolved the problem, can you share the solution? thanks 

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