ultralytics / ultralytics

Ultralytics YOLO11 πŸš€
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Add note on failing RKNN inference on select Rockchip hardware #18964

Closed lakshanthad closed 6 days ago

lakshanthad commented 1 week ago

πŸ› οΈ PR Summary

Made with ❀️ by Ultralytics Actions

🌟 Summary

Improved guidance for handling RKNN runtime version mismatches when using Rockchip's integration.

πŸ“Š Key Changes

🎯 Purpose & Impact

UltralyticsAssistant commented 1 week ago

πŸ‘‹ Hello @lakshanthad, thank you for submitting an ultralytics/ultralytics πŸš€ PR! To ensure a seamless integration of your work, please review the following checklist:

For more guidance, please refer to our Contributing Guide. If this PR addresses an issue or solves a bug, it's always helpful to attach or link to a minimum reproducible example (MRE) πŸ’‘. This ensures that we can fully validate and support your changes.

Your addition of enhanced troubleshooting information for Rockchip RKNN inference is much appreciated! πŸ› οΈπŸ“˜ The illustrative note and steps provided appear to significantly improve user experience and clarity for those dealing with runtime mismatchesβ€”great work! An Ultralytics engineer will review and provide further assistance soon. πŸš€

Thank you for contributing to Ultralytics! 😊

codecov[bot] commented 1 week ago

Codecov Report

All modified and coverable lines are covered by tests :white_check_mark:

Project coverage is 73.12%. Comparing base (efc3c39) to head (1e07446). Report is 1 commits behind head on main.

:exclamation: There is a different number of reports uploaded between BASE (efc3c39) and HEAD (1e07446). Click for more details.

HEAD has 27 uploads less than BASE | Flag | BASE (efc3c39) | HEAD (1e07446) | |------|------|------| |GPU|4|1| |Tests|20|5| |Benchmarks|12|3|
Additional details and impacted files ```diff @@ Coverage Diff @@ ## main #18964 +/- ## ========================================== - Coverage 78.12% 73.12% -5.01% ========================================== Files 129 129 Lines 17486 17486 ========================================== - Hits 13661 12786 -875 - Misses 3825 4700 +875 ``` | [Flag](https://app.codecov.io/gh/ultralytics/ultralytics/pull/18964/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=ultralytics) | Coverage Ξ” | | |---|---|---| | [Benchmarks](https://app.codecov.io/gh/ultralytics/ultralytics/pull/18964/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=ultralytics) | `34.12% <ΓΈ> (ΓΈ)` | | | [GPU](https://app.codecov.io/gh/ultralytics/ultralytics/pull/18964/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=ultralytics) | `37.95% <ΓΈ> (-2.71%)` | :arrow_down: | | [Tests](https://app.codecov.io/gh/ultralytics/ultralytics/pull/18964/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=ultralytics) | `66.91% <ΓΈ> (-5.16%)` | :arrow_down: | Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=ultralytics#carryforward-flags-in-the-pull-request-comment) to find out more.

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lakshanthad commented 1 week ago

@glenn-jocher FYI

UltralyticsAssistant commented 6 days ago

"✨ What a fantastic addition to the project! Thank you, @lakshanthad and @glenn-jocher, for your thoughtful contributions to improving the user experience. Your work on enhancing the RKNN guidance is a game-changerβ€”clear, actionable steps paired with visuals will undoubtedly make a big difference!

As Leonardo da Vinci once said, 'Simplicity is the ultimate sophistication.' Your efforts to simplify this complex process embody that perfectly. Here's to making technology more accessible, one improvement at a time. πŸš€πŸ’‘ #TeamworkMakesTheDreamWork"