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

zou_ys — Thu, 01 Dec 2022 12:00:03 GMT

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

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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

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Environments

Processor Type GPU

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Messages

Start Time: 2022年12月1日 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]

Failed to execute (DetectObjectsUsingDeepLearning).

Failed at 2022年12月1日 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)

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

PavanYadav — Wed, 22 Mar 2023 16:30:31 GMT

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

topic Re: Detect Objects Using Deep Learning - Parallel processing job timed out [Failed to generate table] in ArcGIS Image Analyst Questions

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

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