Tensorrt on Jetson nano developer kit using Yolov8 and python3.8

Robotics & Edge Computing Jetson & Embedded Systems Jetson Nano
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Hello everybody. I am using the ultralytics library with yolov8 for inference on my jetson nano. In a model with the .pt extension, it is running at 10 FPS, I want to optimize this, I carried out the test by exporting the model to .engine on google collaborative and got better performance on the GPU. However, I cannot install tensorrt in python 3.8, and to use ultralytics it is only in this version of python. When I run “pip install tensorrt” I get the following error: ERROR: Failed building wheel for tensorrt

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Hi,

We only support the default Python version, for JetPack it’s Python 3.6.
If you want to install Python 3.8 on JetPack 4, please build the pybinding from the source:

Thanks.

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Hi - I’m trying to use YOLOv8 and Python 3.8 as well - did you have to compile PyTorch from source as well?

Thanks!
Peter

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