Pipetuner Error: DsApp Score is 0

Accelerated Computing Intelligent Video Analytics DeepStream SDK
1

Please provide complete information as applicable to your setup.

• GPU
• 7.1
• 10.3
• 580.88
• DsApp Score is 0 for pipetuner

Hi I am getting 0 score error when running piptuner with my own custom detector and pipetuner config. The data is used is the sample one provided and my custom model uses a custom library .so file for parsing.

I have alrd tried with limited parameters for my tracker but still same error.

Thus can i get more info/details/steps on each one of this solution proposed below. I am not sure if I am doing them correctly.

3

Can you check the log files under the pipe-tuner-sample/output/ directory first?

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log_client_2025-09-30_16-29-45.txt (7.1 KB)

log_server_2025-09-30_16-29-45.txt (440 Bytes)

5

Is there any sub-folder under “pipe-tuner-sample/output/"?

Can you get any checkpoints log? E.G. "pipe-tuner-sample/output/SDG_sample_PeopleNet-ResNet34_NvDCF-ResNet50_MOT.yml_output/checkpoints/DsAppRun_output_20240611_010614/log_DsAppRun.log”

6

kalnwanfwa
kalnwanfwa925×215 23.1 KB

I dont think i have the ‘log_DsAppRun.log’ file

7

Please check the configuration files and log in the checkpoints folder.

8

When I run my custom detector, a log file is not produced under checkpoints under DsAppRun_output.

If ran with the peoplenet model, a log file is produced

9

I see there is a folder “0”, can you open it?

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image
image1181×219 10.1 KB

11

How many folders are generated under “pipe-tuner-sample/output/pipetuner_config.yml_output/checkpoints/”?

Is there any log under “pipe-tuner-sample/output”?

12

There is multiple DsApp run folders generated under checkpoint along with the pipetuner yml file.

13

Can you provide the whole folder for analysis?

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checkpoints.zip (3.9 MB)

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  1. From your log and files, the checkpoints configuration files are missing. The configuration files (nvinfer configuration, and deepstream-app configuration are all missing. Please check your pipetuner_config.yml file to find out whether there are file path or file name error.

  2. Have you tried your custom model with deepstream-app? Can it work?

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  1. configs.zip (54.8 KB) These are my config files
  2. The custom model works with deepstream-app
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The root cause is the bbo client failed to copy the configuration files to the checkpoints where the deepstream-app will work with. There are two possible reasons of the failure:

  1. There is non-standard YAML tags in your “pipetuner_config.yml” file. Since the yaml file is parsed by the python function YAML.safe_load which recognizes only standard YAML tags and cannot construct an arbitrary Python object.
  2. The path of “configs/config_PGIE/config_infer_primary.txt” is not correct.

Please check by yourself.

18

There is no update from you for a period, assuming this is not an issue anymore. Hence we are closing this topic. If need further support, please open a new one. Thanks.