error while i deploy yolov5 model using tensoflow serving

MoonlightDragonShadow commented 2 years ago

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Question

I user yolov5 6.0 export saved_model, but when i test it by restapi The following error occurs { "error": "Could not find variable tfc3_3/tf_conv_26/conv2d_26/kernel. This could mean that the variable has been deleted. In TF1, it can also mean the variable is uninitialized. Debug info: container=localhost, status=Not found: Container localhost does not exist. (Could not find resource: localhost/tfc3_3/tf_conv_26/conv2d_26/kernel)\n\t [[{{node model/tfc3_3/tf_conv_26/conv2d_26/Conv2D/ReadVariableOp}}]]" } Can anyone help with this? Thank you.

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github-actions[bot] commented 2 years ago

👋 Hello @developers-seize-the-day, 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.

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Python>=3.7.0 with all requirements.txt installed including PyTorch>=1.7. To get started:

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glenn-jocher commented 2 years ago

@developers-seize-the-day 👋 hi, thanks for letting us know about this possible problem with YOLOv5 🚀. Can you please provide a YOLOv5 TF Serving workflow (i.e. export and deployment pipeline) in order to allow us to reproduce your issue?

We've created a few short guidelines below to help users provide what we need in order to get started investigating a possible problem.

How to create a Minimal, Reproducible Example

When asking a question, people will be better able to provide help if you provide code that they can easily understand and use to reproduce the problem. This is referred to by community members as creating a minimum reproducible example. Your code that reproduces the problem should be:

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✅ Current – Verify that your code is up-to-date with GitHub master, and if necessary git pull or git clone a new copy to ensure your problem has not already been solved in master.
✅ Unmodified – Your problem must be reproducible using official YOLOv5 code without changes. Ultralytics does not provide support for custom code ⚠️.

If you believe your problem meets all the above criteria, please close this issue and raise a new one using the 🐛 Bug Report template with a minimum reproducible example to help us better understand and diagnose your problem.

Thank you! 😃

github-actions[bot] commented 2 years ago

👋 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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