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marcoslucianops / DeepStream-Yolo

NVIDIA DeepStream SDK 7.0 / 6.4 / 6.3 / 6.2 / 6.1.1 / 6.1 / 6.0.1 / 6.0 / 5.1 implementation for YOLO models
MIT License
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Is yolov8 60FPS locked? #496

Open karacanil opened 9 months ago

karacanil commented 9 months ago

Hey, I was experimenting with different YoloV8 models (yolov8s and yolov8n) by following the instructions given in this repo, and by switching from yolov8s to yolo8n I was expecting FPS to increase and GPU load to decrease but the FPS didn't change at all. Even though yolov8n decreases the GPU load, they both have similar FPS values (around 60). Is this an expected behavior? I'm running my tests on Jetson AGX Orin 64GB Developer Kit.

I'm new to this area of study so sorry in advance if I'm asking an unnecessary question.

KochT22 commented 6 months ago

@karacanil, I'm facing the same issue.

marcoslucianops commented 6 months ago

Set [sink] type=1 sync=0 in the deepstream_app_config.txt file. With the output windows type=2, the FPS is limited to the monitor vsync rate (60 in the most of the cases).