Different Cuda toolkit version between PC for training model and Jetson AGX Orin

Robotics & Edge Computing Jetson & Embedded Systems Jetson AGX Orin
1

I want to train YoloV8 model on my pc and deploy it in Nvidia Jetson Orin AGX but both devices have different Cuda version. My PC has Cuda toolkit 12.8 while on my Jetson is 11.4 . Will my model work in Jetson ? Bellow is the detail spec of both devices

  1. PC :
  • Intel Core i9-13900KS
  • Ubuntu 20.04.6 LTS
  • Nvidia RTX 4090
  • Driver : 535.216.01
  • Cuda toolkit 12.8
  1. Jetson Orin AGX :
  • Jetson AGX Orin 32 GB
  • Ubuntu 20.04.6 LTS
  • Cuda : 11.4.315
  • Nvidia jetpack 5.1.2-b104
  • TensorRT : 8.5.2.2
  • L4T : 35.4.1
5

Hi,

Suppose yes.

CUDA 12.8 is also available on the AGX Orin.
Please setup your environment with JetPack 6.2 and upgrade the CUDA with the below link:

Thanks.

6

Thanks for the answer, appreciate it