Jetson nano tensorrt wıth yolo

[furkant]

I’m trying to use my yolov8 file by making trt from this github, but I’m getting an error in the generate trt file section, and this is the error="AttributeError: ‘tensorrt.tensorrt.IBuilderConfig’ object has no attribute ‘set_memory_pool_limit’ " how can I fix this error? My goal is to speed up my yolov8 model and use it on the jetson nano.

[AastaLLL]

Hi,

Could you share which GitHub you are using?

This kind of error is usually caused by the TensorRT API changes.
The TensorRT version between the source code and your environment might be different.

Thanks.

[furkant]

GitHub - Linaom1214/TensorRT-For-YOLO-Series: tensorrt for yolo series (YOLOv8, YOLOv7, YOLOv6....), nms plugin support .Im using Python versiyon 3.6 ,cuda 10.2,tensorRT 8.2.1.

[AastaLLL]

Hi,

The sample uses TensorRT 8.6. (clicking the “By Docker” shows the environment details).

Nano can only use JetPack 4.6.3, which is TensorRT 8.2.
Please check with the author to see if they have a branch that can run on TensorRT 8.2.

Thanks.