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How to freeze backbone and unfreeze it after a specific epoch? #10416

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Mr-ind1fferent opened this issue Dec 6, 2022 · 7 comments
Closed
1 task done

How to freeze backbone and unfreeze it after a specific epoch? #10416

Mr-ind1fferent opened this issue Dec 6, 2022 · 7 comments
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question Further information is requested Stale Stale and schedule for closing soon

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@Mr-ind1fferent
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How to freeze backbone and unfreeze it after a specific epoch?Now i can only freeze backbone all the training time.

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@Mr-ind1fferent Mr-ind1fferent added the question Further information is requested label Dec 6, 2022
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github-actions bot commented Dec 6, 2022

👋 Hello @Mr-ind1fferent, thank you for your interest in YOLOv5 🚀! Please visit our ⭐️ Tutorials to get started, where you can find quickstart guides for simple tasks like Custom Data Training all the way to advanced concepts like Hyperparameter Evolution.

If this is a 🐛 Bug Report, please provide screenshots and minimum viable code to reproduce your issue, otherwise we can not help you.

If this is a custom training ❓ Question, please provide as much information as possible, including dataset images, training logs, screenshots, and a public link to online W&B logging if available.

For business inquiries or professional support requests please visit https://ultralytics.com or email support@ultralytics.com.

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@glenn-jocher
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glenn-jocher commented Dec 6, 2022

@Mr-ind1fferent see Transfer Learning with Frozen Layers tutorial below:

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Good luck 🍀 and let us know if you have any other questions!

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github-actions bot commented Jan 6, 2023

👋 Hello, this issue has been automatically marked as stale because it has not had recent activity. Please note it will be closed if no further activity occurs.

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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!

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@github-actions github-actions bot added the Stale Stale and schedule for closing soon label Jan 6, 2023
@github-actions github-actions bot closed this as not planned Won't fix, can't repro, duplicate, stale Jan 16, 2023
@Enverrrr
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* [x]  I have searched the YOLOv5 [issues](https://github.com/ultralytics/yolov5/issues) and [discussions](https://github.com/ultralytics/yolov5/discussions) and found no similar questions.

Question

How to freeze backbone and unfreeze it after a specific epoch?Now i can only freeze backbone all the training time.

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Brother could you find the solution

@Mr-ind1fferent
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* [x]  I have searched the YOLOv5 [issues](https://github.com/ultralytics/yolov5/issues) and [discussions](https://github.com/ultralytics/yolov5/discussions) and found no similar questions.

Question

How to freeze backbone and unfreeze it after a specific epoch?Now i can only freeze backbone all the training time.

Additional

No response

Brother could you find the solution

it can only work on manual pause on the epoch you want

@Mr-ind1fferent
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* [x]  I have searched the YOLOv5 [issues](https://github.com/ultralytics/yolov5/issues) and [discussions](https://github.com/ultralytics/yolov5/discussions) and found no similar questions.

Question

How to freeze backbone and unfreeze it after a specific epoch?Now i can only freeze backbone all the training time.

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Brother could you find the solution

Just adjust the path

@glenn-jocher
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@Mr-ind1fferent Thanks for the tip! We can dynamically freeze and unfreeze layers with the --freeze argument and the freeze attribute in the YAML file. Could you clarify which path you're referring to?

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