Benchmark and Upgrade Errors on Jetson Orin Nano

Issue Overview

Users of the Nvidia Jetson Orin Nano Dev board are experiencing errors while attempting to run benchmark tests and perform software upgrades. The symptoms include:

• Benchmark Errors: Users report receiving an error message when executing benchmark codes downloaded from the official GitHub repository.
• Upgrade Errors: Additional errors arise during software updates, specifically mentioning issues with packages such as python3-distro-info and software-properties-gtk.

These problems occur during the execution of benchmark scripts and while attempting to upgrade software packages, indicating potential conflicts or misconfigurations. The frequency of these issues is not specified, but they seem to be significant enough to prompt requests for assistance in the community.

The hardware in question is the Nvidia Jetson Orin Nano, and users have referenced specific benchmark scripts and configurations. The impact of these errors can hinder performance testing and limit the functionality of the device, affecting overall user experience.

Possible Causes

Several potential causes may lead to the observed issues:

• Hardware Incompatibilities: If the configuration files or benchmarks are not compatible with the Orin Nano, it could lead to errors during execution.

• Software Bugs or Conflicts: There may be bugs in the benchmark scripts or conflicts with other installed software packages that prevent proper execution.

• Configuration Errors: Using incorrect configuration files (e.g., those meant for other Jetson models) can result in failures during benchmarking.

• Driver Issues: Outdated or incorrect drivers might lead to errors when running benchmarks or upgrading software.

• Environmental Factors: Power supply issues or overheating could affect performance and stability during benchmarking.

• User Errors or Misconfigurations: Improper command usage or incorrect paths specified in scripts can lead to failure in executing benchmarks.

Troubleshooting Steps, Solutions & Fixes

To address these issues, users can follow these comprehensive troubleshooting steps:

1. Verify Configuration Files:

   • Ensure that you are using the correct configuration file for the Jetson Orin Nano. If you have previously used configurations for other models, switch to the appropriate ones.

2. Run Benchmark with Elevated Privileges:

   • Use sudo to execute the benchmark script:

     sudo python3 benchmark.py --csv_file_path /home/actemium/jetson_benchmarks/benchmark_csv/orin-benchmarks.csv --model_dir /home/actemium/jetson_benchmarks/models --model_name super_resolution
     

3. Check for Package Updates:

   • Attempt to update your system’s packages to resolve any dependency issues:

     sudo apt update
     sudo apt upgrade
     

4. Reinstall Problematic Packages:

   • If specific packages are causing errors, try reinstalling them:

     sudo apt install --reinstall python3-distro-info software-properties-gtk
     

5. Consult Documentation:

   • Refer to the official NVIDIA documentation and GitHub repository for any updates or patches related to your issues:
     • NVIDIA AI IoT GitHub Repository

6. Testing Different Configurations:

   • If errors persist, consider testing with different hardware setups or configurations to isolate whether the issue is hardware-related.

7. Check System Logs:

   • Review system logs for any additional error messages that may provide insight into what is going wrong during execution:

     dmesg | grep error
     

8. Seek Community Support:

   • If problems remain unresolved after following these steps, consider reaching out again on forums with detailed error messages and steps taken.

By following these steps, users can systematically diagnose and potentially resolve their benchmarking and upgrade issues on the Jetson Orin Nano Dev board.