Model Training Status Shows "Disconnected" After 2% Completion on Ultralytics HUB

[MatekG]

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Question

I recently went through the process of training a model on Ultralytics HUB using the "Bring Your Own Agent" feature. At the end of the process, Visual Studio showed a message indicating that the model is available on the Ultralytics site. However, when I navigate to the Ultralytics HUB, the model status shows as "Disconnected" and the training appears to have only reached 2% completion.

I would like to understand why the model shows as "Disconnected" and only 2% completed, despite Visual Studio indicating that the process was completed. Could this be an issue with the connectivity or is there a specific step that I might have missed to finalise the training on the HUB?

Additional

raining was executed using the "Bring Your Own Agent" feature. The Visual Studio log at the end suggested successful completion. When viewing the model on the HUB, it shows as "Disconnected" and stuck at 2% completion. No other errors or issues were indicated during the training process.

[UltralyticsAssistant]

👋 Hello @MatekG, thank you for raising this issue about the Ultralytics HUB 🚀!

Please explore our HUB Docs to enhance your understanding and explore solutions:

• Quickstart: Begin training and deploying YOLO models swiftly.
• Bring Your Own Agent: Detailed steps on using your own environment for training.
• Projects: Creating and Managing: Organize your models efficiently.
• Models: Training and Exporting: Guidance on model training and format exporting.
• Integrations: Integrate models with various platforms like TensorFlow and ONNX.

As this issue involves your model showing as "Disconnected," a 🐛 Bug Report might be in order. We kindly request more information and an MRE, including:

• Steps to reproduce the problem
• Any log outputs or relevant details

Our team aims to address all issues promptly. This is an automated response, but rest assured, an Ultralytics engineer will review your case and assist you soon. Thank you for your patience and collaboration! 🔍✨

[MatekG]

Dear Ultralytics Support Team,

I have been using my RTX 4090 for training a model on Ultralytics HUB via the "Bring Your Own Agent" feature. The training was based on the VisDrone dataset using YOLO11. While Visual Studio indicated that the training had completed, when I check the model status on Ultralytics HUB, it shows as "Disconnected" and stuck at only 2% completion.

Could you please help me understand why the model status appears disconnected and what might have gone wrong during the training process?

I am attaching screenshots of the issue, but I do not have more of a log of the processes.

Any guidance or troubleshooting steps would be greatly appreciated.

Thank you for your assistance.

Kind Regards,

Mateusz Gizicki

From: Ultralytics Assistant @.> Sent: 14 October 2024 15:08 To: ultralytics/hub @.> Cc: MatekG @.>; Mention @.> Subject: Re: [ultralytics/hub] Model Training Status Shows "Disconnected" After 2% Completion on Ultralytics HUB (Issue #880)

👋 Hello @MatekG https://github.com/MatekG , thank you for raising this issue about the Ultralytics HUB https://github.com/ultralytics/hub 🚀!

Please explore our HUB Docs https://docs.ultralytics.com/hub to enhance your understanding and explore solutions:

• https://docs.ultralytics.com/hub/quickstart Quickstart: Begin training and deploying YOLO models swiftly.
• https://docs.ultralytics.com/hub/agent Bring Your Own Agent: Detailed steps on using your own environment for training.
• https://docs.ultralytics.com/hub/projects Projects: Creating and Managing: Organize your models efficiently.
• https://docs.ultralytics.com/hub/models Models: Training and Exporting: Guidance on model training and format exporting.
• https://docs.ultralytics.com/hub/integrations Integrations: Integrate models with various platforms like TensorFlow and ONNX.

As this issue involves your model showing as "Disconnected," a 🐛 Bug Report might be in order. We kindly request more information and an MRE, including:

• Steps to reproduce https://docs.ultralytics.com/help/minimum_reproducible_example/ the problem
• Any log outputs or relevant details

Our team aims to address all issues promptly. This is an automated response, but rest assured, an Ultralytics engineer will review your case and assist you soon. Thank you for your patience and collaboration! 🔍✨

— Reply to this email directly, view it on GitHub https://github.com/ultralytics/hub/issues/880#issuecomment-2411377863 , or unsubscribe https://github.com/notifications/unsubscribe-auth/A6XE4NMRUS67WJCGBKY7URDZ3PF4FAVCNFSM6AAAAABP5C5SQ6VHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDIMJRGM3TOOBWGM . You are receiving this because you were mentioned. https://github.com/notifications/beacon/A6XE4NJKIJTGUMVBIWZM5ODZ3PF4FA5CNFSM6AAAAABP5C5SQ6WGG33NNVSW45C7OR4XAZNMJFZXG5LFINXW23LFNZ2KUY3PNVWWK3TUL5UWJTUPXK2MO.gif Message ID: @.*** @.***> >

[pderrenger]

@MatekG hi Mateusz,

Thank you for reaching out and providing details about the issue you're experiencing with the Ultralytics HUB. Let's work through this together! 😊

Troubleshooting Steps:

1. Verify Package Versions: Ensure that you're using the latest versions of all relevant packages, including the Ultralytics HUB and YOLO. Sometimes, updates can resolve unexpected issues.

2. Check Connectivity: The "Disconnected" status might indicate a connectivity issue between your local environment and the HUB. Please verify your network connection and any firewall settings that might affect the connection.

3. Logs and Details: While you mentioned not having detailed logs, any additional information from Visual Studio or the console during the training process could be helpful. If possible, try to capture any warnings or errors.

4. Reproduce the Issue: If you can, attempt to reproduce the issue with a smaller dataset or a different configuration to see if the problem persists.

5. Agent Configuration: Double-check your "Bring Your Own Agent" setup to ensure all configurations align with the HUB requirements.

If the issue continues, please consider submitting a detailed bug report with any additional information you can gather. This will help us assist you more effectively.

Feel free to reach out with any further questions or updates. We're here to help!

[github-actions[bot]]

👋 Hello there! We wanted to give you a friendly reminder that this issue has not had any recent activity and may be closed soon, but don't worry - you can always reopen it if needed. If you still have any questions or concerns, please feel free to let us know how we can help.

For additional resources and information, please see the links below:

• Docs: https://docs.ultralytics.com
• HUB: https://hub.ultralytics.com
• Community: https://community.ultralytics.com

Feel free to inform us of any other issues you discover or feature requests that come to mind in the future. Pull Requests (PRs) are also always welcomed!

Thank you for your contributions to YOLO 🚀 and Vision AI ⭐