topic Re: ArcGIS Pro 2.8 - Deep Learning with GPU - Fatal authorization error in ArcGIS Pro Questions //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1072852#M42548

The ArcGIS Pro 2.8.1 patch does seem to resolve this issue.

Fri, 25 Jun 2021 23:28:21 GMT Tim_McGinnes 2021-06-25T23:28:21Z ArcGIS Pro 2.8 - Deep Learning with GPU - Fatal authorization error //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1058277#M40961

Wanting to try out some of the new deep learning tools in Pro 2.8. I have a clean install of 2.8, cloned Python environment and the deep learning modules installed by "conda install deep-learning-essentials".

I can successfully run the deep learning tools with CPU specified in the environment variables. But when I choose GPU I  get an error box popup: "ArcGIS Pro has experienced a fatal authorization error and must close". Screenshot attached showing error and messages when running the Detect Objects tool.

I have ArcGIS Pro 2.8 Advanced and the Image Analyst extension licensed as a named user through ArcGIS Online. The same thing is occurring on two different machines, desktop with 5Gb Quadro P2000 and laptop with 8Gb GeForce RTX 2080. Both machines on Windows 10.

Am I just too quick off the mark trying to do deep learning in Pro 2.8?

Sat, 15 May 2021 05:15:52 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1058277#M40961 Tim_McGinnes 2021-05-15T05:15:52Z
Re: ArcGIS Pro 2.8 - Deep Learning with GPU - Fatal authorization error //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1058280#M40962

Deep Learning Essentials :: Anaconda.org

Files :: Anaconda.org

Esri/deep-learning-frameworks: Installation support for Deep Learning Frameworks for the ArcGIS System (github.com)

Can you check the 2nd link versus your download to make sure the version for 2.8 was installed.

In the last link, it appears that the install instructions for 2.8 aren't up yet.

Deep learning frequently asked questions—ArcGIS Pro | Documentation

In case I missed something. 

Sat, 15 May 2021 09:22:28 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1058280#M40962 DanPatterson 2021-05-15T09:22:28Z
Re: ArcGIS Pro 2.8 - Deep Learning with GPU - Fatal authorization error //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1058286#M40964 < P >是的,这绝对是安装deep-learning-essentials 2.8. Conda install (dry run) and conda list outputs attached.

Further investigation shows these tools have the error when using GPU:

  • Classify Pixels Using Deep Learning
  • Detect Change Using Deep Learning
  • Detect Objects Using Deep Learning

These tools work without problems when using GPU:

  • Train Deep Learning Model
  • Classify Point Cloud Using Trained Model

All the tools above work without problems when using CPU.

Additionally, I can perform inferencing with a Change Detection model using the GPU when using a Jupyter Notebook.

Sat, 15 May 2021 11:45:52 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1058286#M40964 Tim_McGinnes 2021-05-15T11:45:52Z
Re: ArcGIS Pro 2.8 - Deep Learning with GPU - Fatal authorization error //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1058292#M40966

@Tim_McGinnes you might want to look at the first issue at...

Issues · Esri/deep-learning-frameworks (github.com)

It isn't your gpu, however, it provides background.

You might be advised to file an Issue there if you haven't done one through Tech Support yet.

Sat, 15 May 2021 16:39:41 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1058292#M40966 DanPatterson 2021-05-15T16:39:41Z
Re: ArcGIS Pro 2.8 - Deep Learning with GPU - Fatal authorization error //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1059189#M41066

Issue logged at the Esri Deep Learning Frameworks GitHub site, and someone else has independently confirmed the error: https://github.com/Esri/deep-learning-frameworks/issues/19 

Adding in some Esri folks for assistance: @VinayViswambharan@SandeepKumar1 

Tue, 18 May 2021 21:37:28 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1059189#M41066 Tim_McGinnes 2021-05-18T21:37:28Z
Re: ArcGIS Pro 2.8 - Deep Learning with GPU - Fatal authorization error //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1061881#M41367

Hi, 

This issue is being addressed and will be available in the next update. Apologies and Thank you for your patience

Wed, 26 May 2021 16:28:40 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1061881#M41367 samaloysius4 2021-05-26T16:28:40Z
Re: ArcGIS Pro 2.8 - Deep Learning with GPU - Fatal authorization error //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1067765#M41975

Hi All, 

Any updates on this? I am also having the same issue with 2.8. 

Pro_2.8_Deep_Learning_error.png

 

 

 

 

 

I see this particular error dialog when executing "Classify Objects Using Deep Learning" from both GUI and arcpy function. It creates an empty output feature class. Please advise if we need to reinstall 2.7 from 2.8 to use deep learning tools. 

星期一,2021年6月14日01:41:24格林尼治时间 //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1067765#M41975 Shingo-Ikeda 2021-06-14T01:41:24Z
Re: ArcGIS Pro 2.8 - Deep Learning with GPU - Fatal authorization error //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1067768#M41976

Esri have advised that it will be fixed in the Pro 2.8.1 update. I have gone back to 2.7 until then.

As for the 2.8.1 release date: When is ArcGIS Pro 2.8.1 expected to drop? 

Mon, 14 Jun 2021 01:49:04 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1067768#M41976 Tim_McGinnes 2021-06-14T01:49:04Z
Re: ArcGIS Pro 2.8 - Deep Learning with GPU - Fatal authorization error //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1067770#M41977

Hi Tim.

Thanks for the quick response. I think I will need to revert back to 2.7 as well.  It is unfortunate/headache to revert back to 2.7 with python downgrades after all the improvements and bug fixes were announced.

Mon, 14 Jun 2021 02:02:15 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1067770#M41977 Shingo-Ikeda 2021-06-14T02:02:15Z
Re: ArcGIS Pro 2.8 - Deep Learning with GPU - Fatal authorization error //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1067950#M41990

Hi Shingo-Ikeda,

Apologize for the inconvenience. The 2.8.1 patch is planned as a early update and should be out sooner than later ...in the coming weeks.  

Mon, 14 Jun 2021 15:39:40 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1067950#M41990 samaloysius4 2021-06-14T15:39:40Z
Re: ArcGIS Pro 2.8 - Deep Learning with GPU - Fatal authorization error //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1067971#M41993

Thanks for the update. I will look for the release and apply it as soon as it becomes available. In a meantime, I have reverted back to 2.7.4.

Mon, 14 Jun 2021 16:13:45 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1067971#M41993 Shingo-Ikeda 2021-06-14T16:13:45Z
Re: ArcGIS Pro 2.8 - Deep Learning with GPU - Fatal authorization error //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1072852#M42548

The ArcGIS Pro 2.8.1 patch does seem to resolve this issue.

Fri, 25 Jun 2021 23:28:21 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1072852#M42548 Tim_McGinnes 2021-06-25T23:28:21Z
Re: ArcGIS Pro 2.8 - Deep Learning with GPU - Fatal authorization error //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1073121#M42574

Is anyone facing issue with "Classify objects using deep learning" in 2.8.1? The tools shows 100% run before the process is complete. 

Mon, 28 Jun 2021 09:47:42 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1073121#M42574 S6 2021-06-28T09:47:42Z
Re: ArcGIS Pro 2.8 - Deep Learning with GPU - Fatal authorization error //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1074347#M42756

Hi  S6, 

Does the tool complete successfully for you? Just want to confirm it is just a progress bar issue. Thanks. 

Wed, 30 Jun 2021 18:06:20 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1074347#M42756 samaloysius4 2021-06-30T18:06:20Z
Re: ArcGIS Pro 2.8 - Deep Learning with GPU - Fatal authorization error //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1074561#M42786 < P >工具完成对小数据集(200成矿dings); But for large datasets (1000 buildings) the tool was not completing even after 15 hours. In 2.7 the same dataset took 20 mins - whereas in 2.8 it is taking over 22 hours.

Thu, 01 Jul 2021 03:53:29 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1074561#M42786 S6 2021-07-01T03:53:29Z
Re: ArcGIS Pro 2.8 - Deep Learning with GPU - Fatal authorization error //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1074769#M42808 < P >这是厕所ked into and will have a solution shortly. Thanks. 

Thu, 01 Jul 2021 16:14:19 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1074769#M42808 samaloysius4 2021-07-01T16:14:19Z
Re: ArcGIS Pro 2.8 - Deep Learning with GPU - Fatal authorization error //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1077057#M43096

Hi S6, 

The fix for Classify Objects has been fixed and will be in 2.8.2 which will be out soon. 

Thu, 08 Jul 2021 23:45:48 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1077057#M43096 samaloysius4 2021-07-08T23:45:48Z
Re: ArcGIS Pro 2.8 - Deep Learning with GPU - Fatal authorization error //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1077108#M43102

Thanks for the update!

Fri, 09 Jul 2021 04:02:03 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1077108#M43102 S6 2021-07-09T04:02:03Z
Re: ArcGIS Pro 2.8 - Deep Learning with GPU - Fatal authorization error //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1077262#M43114

Could you specify the details of the bug that was fixed for the Classify Objects. I am running into some issues, but I am not sure if they are related.

Fri, 09 Jul 2021 15:00:19 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1077262#M43114 Shingo-Ikeda 2021-07-09T15:00:19Z
Re: ArcGIS Pro 2.8 - Deep Learning with GPU - Fatal authorization error //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1077324#M43127

Hello Shingo-Ikeda, 

The Classify Objects tool was taking a long time to run for larger datasets. . The inference process is intensive but it should not take you many hours for a couple of thousand features. This has been fixed in 2.8.2.  We are also looking into fixing an issue with the incorrect progress bar where it shows 100% complete when the tool is still running as well as varying results on different extent runs. That will be fixed shortly. If you are facing other issues please tell us your issue and we will look into it . Thanks.

Fri, 09 Jul 2021 16:29:46 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1077324#M43127 samaloysius4 2021-07-09T16:29:46Z