HumanSignal / HumanSignal/label-studio-ml-backend

ml backend repeat infer when I click submit

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Description

Hi, I use my own yolo backend, when I add machine learning backend, the model will be loaded into gpu, then it will start to inital infer. Everything goes well so far.

![image](https://github.com/HumanSignal/label-studio-ml-backend/assets/44608797/44cdbc6b-0855-4888-a89f-f7f310ffab30)

But if I open an image, and click the submit button, the backend will load model again with another process, and throw an error.

![backend](https://github.com/HumanSignal/label-studio-ml-backend/assets/44608797/a363d70c-00a5-441c-acd1-5eb939e7e9e3)

![nvidia-smi](https://github.com/HumanSignal/label-studio-ml-backend/assets/44608797/a9fbd99f-90a1-4b9d-ba6f-4f1b6563116c)

any idea about that

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