PipeTuner

Please provide complete information as applicable to your setup.

**• Hardware Platform- Jetson
**• DeepStream Version- 6.2
**• JetPack Version (valid for Jetson only)-5.1
**• TensorRT Version- 8.5.2.2

hello,
I am encountering an issue while using the Pipetuner tool with our custom model, configuration files, and videos. Here’s a detailed description of the problem:
I have converted videos in .mp4 format and according to video resolution made changes in the Pipetuner container and committed these changes.
I referred this forum: PipeTuner Custom Resolution Support

During the execution of the launch.sh file, I am encountering the following issue:
2024-06-10 06:35:41,054 root INFO send backend init
2024-06-10 06:35:41,054 root INFO creating optimizers…
2024-06-10 06:35:41,054 root INFO done. created 2

  • Serving Flask app ‘ds_bbo_frontend_server’
  • Debug mode: on
    2024-06-10 06:35:41,068 root INFO init jobs done
    2024-06-10 06:35:41,084 root INFO progress: 0% (0/40)
    Launching server on: http://0.0.0.0:50733
    received /init call
    2024-06-10 06:35:41,092 root INFO wait backend ready
    [server core] initializing
    2024-06-10 06:35:42,093 root INFO wait backend ready
    2024-06-10 06:35:44,397 root WARNING DsApp score is 0. number of 0 scores:1
    2024-06-10 06:35:44,404 root WARNING DsApp score is 0. number of 0 scores:2
    2024-06-10 06:35:46,209 root WARNING DsApp score is 0. number of 0 scores:3
    2024-06-10 06:35:46,210 root WARNING DsApp score is 0. number of 0 scores:4
    2024-06-10 06:35:48,333 root WARNING DsApp score is 0. number of 0 scores:5
    2024-06-10 06:35:48,333 root WARNING DsApp score is 0. number of 0 scores:6
    2024-06-10 06:35:48,635 root ERROR Too many 0 scores from DS app. We stop all processes. Please check DS app logs
    2024-06-10 06:35:48,635 root ERROR OPTIMIZATION not completed!
    [worker 1] up and running!
    [result sender] up and running!
    [worker 0] up and running!
    received /reset call
    [server core] resetting
    stopping result senders…
    done.
    stopping workers…
    number of workers to stop: 2
    number of workers to stop: 0
    done.

!!! Press CTRL+C key to end PipeTuner !!!

I am looking for guidance on what might be causing the DsApp score to be 0 and how to resolve it. Could you also tell me what is dsapp score?
Any suggestions would be greatly appreciated.

Thank you!

Does the original sample configuration work?

Hi, yes, the default configurations work fine.
What exactly is DsApp score? And, why am I getting it as 0?

What and how did you configure the PipeTuner?

I am sharing the PipeTuner config files I have used for custom model.
The resolution of the videos are 3840 x 2160.
files.zip (4.2 KB)