[BUG]RealESRGAN experiences resource contention issues under high concurrency."

[liuhao16]

Model Which model are you using? Describe the bug A clear 和 concise description of what the bug is. Screenshots If applicable, add screenshots to help explain your problem. System Info Software version used - iopaint: 1.5.4- pytorch: - CUDA:

When the model is under high concurrency, images get mixed up - either image A contains elements from image B, or image A completely becomes image B. This occurs when I'm using the API for processing.

I noticed that these issues occur when the GPU is under full load.

curl --location 'http://0.0.0.0:8380/api/v1/run_plugin_gen_image' \ --header 'accept: application/json' \ --header 'Content-Type: application/json' \ --data '{ "name": "RealESRGAN", "image": "data:image/jpeg;base64,/xxxxxxxx", "scale": 4 }'

[liuhao16]

iopaint start --model=lama --device=cuda --port=8080 --host=0.0.0.0 --enable-realesrgan --realesrgan-model RealESRGAN_x4plus --realesrgan-device cuda

[github-actions]

This issue is stale because it has been open for 30 days with no activity.