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RuntimeError: Failed to create plugin for device GPU

Lucho
New Contributor I
2,153 Views

Hi,

Working with EII 2.6.2 and Intel(R) Core(TM) i7-8550U CPU.

I'm having problems to execute PySafetyGear customUdf Analytics with GPU. Error:

RuntimeError: Failed to create plugin /opt/intel/openvino/deployment_tools/inference_engine/lib/intel64/libclDNNPlugin.so for device GPU

 

install_NEO_OCL_driver.sh script executed through analytics Dockerfile.

 

It seems to be related to a permission problem. If I change user to root, analytics works as expected, but not with EII_USER.

 

EII_USER added to video and render group, and it doesn't fix the problem.

 

Same error with 11th Gen Intel(R) Core(TM) i5-1145GRE CPU.

 

logs attached.

 

Thanks and Regards,

 

Luciano

 

 

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1 Solution
JesusE_Intel
Moderator
2,090 Views

Hi Luciano,

 

As I previously mentioned, I was not able to reproduce the issue on my 9th Gen system. However, I did see the error on the 11th Gen system. Upgrading the Kernel to 5.8 and installing the Intel Graphics Driver 20.43.18277 solved the issue. Can you try upgrading the Kernel to 5.8 and installing the driver using these instructions to see if it also address the issue on your side?

 

As for you other system, what kernel and graphics driver are you using? I installed Edge Insights for Industrial 2.6.2 on a fresh Ubuntu 18.04 system and did the following to get the SafetyGear UDF to run. I am attaching my config files as well. 

 

Also, when installing EII did you install as root or regular user?

#Backup default config files
mv <working_dir>/edge_insights_industrial/Edge_Insights_for_Industrial_2.6.2/IEdgeInsights/VideoIngestion/config.json <working_dir>/edge_insights_industrial/Edge_Insights_for_Industrial_2.6.2/IEdgeInsights/VideoIngestion/config.json.bkup

mv <working_dir>/edge_insights_industrial/Edge_Insights_for_Industrial_2.6.2/IEdgeInsights/VideoAnalytics/config.json <working_dir>/edge_insights_industrial/Edge_Insights_for_Industrial_2.6.2/IEdgeInsights/VideoAnalytics/config.json.bkup

#copy UDF to common dir
cp -r <working_dir>/edge_insights_industrial/Edge_Insights_for_Industrial_2.6.2/IEdgeInsights/CustomUdfs/PySafetyGearAnalytics/safety_gear <working_dir>/edge_insights_industrial/Edge_Insights_for_Industrial_2.6.2/IEdgeInsights/common/video/udfs/python

#copy test video to test_videos dir
cp <working_dir>/edge_insights_industrial/Edge_Insights_for_Industrial_2.6.2/IEdgeInsights/CustomUdfs/PySafetyGearIngestion/Safety_Full_Hat_and_Vest.avi <working_dir>/edge_insights_industrial/Edge_Insights_for_Industrial_2.6.2/IEdgeInsights/VideoIngestion/test_videos/Safety_Full_Hat_and_Vest.avi

#copy attached config files to VideoIngestion and VideoAnalytics
cp config-VideoIngestion.json <working_dir>/edge_insights_industrial/Edge_Insights_for_Industrial_2.6.2/IEdgeInsights/VideoIngestion/config.json

cp config-VideoAnalytics.json <working_dir>/edge_insights_industrial/Edge_Insights_for_Industrial_2.6.2/IEdgeInsights/VideoAnalytics/config.json

#provision and build
python3 builder.py -f usecases/video-streaming-all-udfs.yml
cd <working_dir>/edge_insights_industrial/Edge_Insights_for_Industrial_2.6.2/IEdgeInsights/build
cd provision && sudo -E ./provision.sh ../docker-compose.yml
cd .. && docker-compose -f docker-compose-build.yml build

#run sample
docker-compose up -d
xhost +

 

Regards,

Jesus

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10 Replies
JesusE_Intel
Moderator
2,133 Views

Hi Luciano,


I am looking into this, however, I am running into an installation issue so I will need to check with the team.


Regards,

Jesus


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Lucho
New Contributor I
2,117 Views

Any help will be appreciated @JesusE_Intel .

 

Regards,

 

Luciano

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JesusE_Intel
Moderator
2,105 Views

Hi Luciano,


Apologies for the delay, I'm not able to see the error message on my system (Intel Core 9th Gen). I just got access an 11th gen system to test this. Could you share your [working_dir]/IEdgeInsights/VideoIngestion/config.json and [working_dir]/IEdgeInsights/VideoAnalytics/config.json files?


Also, there are additional steps for 11th Gen GPU's, have you completed these steps?

https://open-edge-insights.github.io/pages/video.html#to-run-on-intel-r-processor-graphics-gpu-igpu


Regards,

Jesus


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Lucho
New Contributor I
2,097 Views

The problem is with PySafetyGear customUdf Analytics, We have only modify the device. configs attached.

 

Regards,

 

Luciano

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JesusE_Intel
Moderator
2,091 Views

Hi Luciano,

 

As I previously mentioned, I was not able to reproduce the issue on my 9th Gen system. However, I did see the error on the 11th Gen system. Upgrading the Kernel to 5.8 and installing the Intel Graphics Driver 20.43.18277 solved the issue. Can you try upgrading the Kernel to 5.8 and installing the driver using these instructions to see if it also address the issue on your side?

 

As for you other system, what kernel and graphics driver are you using? I installed Edge Insights for Industrial 2.6.2 on a fresh Ubuntu 18.04 system and did the following to get the SafetyGear UDF to run. I am attaching my config files as well. 

 

Also, when installing EII did you install as root or regular user?

#Backup default config files
mv <working_dir>/edge_insights_industrial/Edge_Insights_for_Industrial_2.6.2/IEdgeInsights/VideoIngestion/config.json <working_dir>/edge_insights_industrial/Edge_Insights_for_Industrial_2.6.2/IEdgeInsights/VideoIngestion/config.json.bkup

mv <working_dir>/edge_insights_industrial/Edge_Insights_for_Industrial_2.6.2/IEdgeInsights/VideoAnalytics/config.json <working_dir>/edge_insights_industrial/Edge_Insights_for_Industrial_2.6.2/IEdgeInsights/VideoAnalytics/config.json.bkup

#copy UDF to common dir
cp -r <working_dir>/edge_insights_industrial/Edge_Insights_for_Industrial_2.6.2/IEdgeInsights/CustomUdfs/PySafetyGearAnalytics/safety_gear <working_dir>/edge_insights_industrial/Edge_Insights_for_Industrial_2.6.2/IEdgeInsights/common/video/udfs/python

#copy test video to test_videos dir
cp <working_dir>/edge_insights_industrial/Edge_Insights_for_Industrial_2.6.2/IEdgeInsights/CustomUdfs/PySafetyGearIngestion/Safety_Full_Hat_and_Vest.avi <working_dir>/edge_insights_industrial/Edge_Insights_for_Industrial_2.6.2/IEdgeInsights/VideoIngestion/test_videos/Safety_Full_Hat_and_Vest.avi

#copy attached config files to VideoIngestion and VideoAnalytics
cp config-VideoIngestion.json <working_dir>/edge_insights_industrial/Edge_Insights_for_Industrial_2.6.2/IEdgeInsights/VideoIngestion/config.json

cp config-VideoAnalytics.json <working_dir>/edge_insights_industrial/Edge_Insights_for_Industrial_2.6.2/IEdgeInsights/VideoAnalytics/config.json

#provision and build
python3 builder.py -f usecases/video-streaming-all-udfs.yml
cd <working_dir>/edge_insights_industrial/Edge_Insights_for_Industrial_2.6.2/IEdgeInsights/build
cd provision && sudo -E ./provision.sh ../docker-compose.yml
cd .. && docker-compose -f docker-compose-build.yml build

#run sample
docker-compose up -d
xhost +

 

Regards,

Jesus

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Lucho
New Contributor I
2,084 Views

Using Intel(R) Core(TM) i7-8550U and 11th Gen Intel(R) Core(TM) i5-1145GRE CPU both with 5.13.0-28-generic kernel and Ubuntu 20. Openvino works as expected locally and running EII container with root user. I will try upgrading kernel in ubuntu 18 and following the steps shared for 11th Gen.

 

Regards,

Luciano

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JesusE_Intel
Moderator
2,081 Views

Hi Luciano,

 

Please note Edge Insights for Industrial has Ubuntu 18.04 as a requirement. Could you please test on a system with Ubuntu 18.04?

 

Regards,

Jesus

 

Lucho
New Contributor I
2,075 Views

Thanks, I was following this documentation:

https://open-edge-insights.github.io/pages/running.html

 

I will test on ubuntu 18


regards,

 

Luciano

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JesusE_Intel
Moderator
2,060 Views

Hi Luciano,


Please let me know the outcome of your test with Ubuntu 18.04.


Regards,

Jesus


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JesusE_Intel
Moderator
2,032 Views

If you need any additional information, please submit a new question as this thread will no longer be monitored.


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