I booted my Jetson Orin Nano with JetPack 6.0 and want to train a YOLOv9 object detection model. After I booted my device, I ran the following commands: sudo apt update, sudo apt upgrade, sudo apt install nvidia-jetpack. However, when I ran nvidia-smi, it shows my driver version as N/A. Does this m…

Hi, Please install the packages built on the same JetPack version for compatibility. For JetPack 6.0, the available one is v2.3.0. If you need other versions, please build it from the source since the v1.8 package is built for the JetPack 4 environment. The building from the source commands is a…

Hi, Could you share your nvidia-smi output with us? If you see similar to the one below, it is expected due to the limited support for Jetson. [image] Cant get information of the card with command: nvidia-smi Jetson AGX Orin I have flashed the jetson, but I …

Hello, My nvidia-smi output is exactly the same as the one you shared above. Do you know why nvcc doesn’t work? Additionally, I have tried using those commands previously and they have never worked (I have probably done it incorrectly but I don’t where I am going wrong). I always got some differe…

@AastaLLL In the second link that you provided, am I supposed to change this command to match my torch version? pip3 install numpy torch-1.8.0-cp36-cp36m-linux_aarch64.whl

@AastaLLL Everytime I try to install torch using the link above, it install torch-1.8.0 instead of torch-2.3.0 which I actually want. I ran it all correctly and made the appropriate changes before running the commands. Is there another way?

Pytorch with cuda for YOLOv9 object detection

Robotics & Edge Computing Jetson Systems Jetson Orin Nano

AastaLLL July 29, 2024, 4:48am 3

Hi,

Could you share your nvidia-smi output with us?
If you see similar to the one below, it is expected due to the limited support for Jetson.

For JetPack 6, you can find our prebuilt PyTorch/TorchVision/TorchAudio in the link below:

Thanks.

Topic		Replies	Views
Install Pytorch with cuda on Jetson Orin nano Devloper Kit Jetson Orin Nano cuda , pytorch	12	4716	July 8, 2024
pyTorch GPU-activated in jetson orin nano Jetson Orin Nano pytorch	2	223	July 31, 2025
CUDA Not Available on Jetson Orin Nano Despite Installation Jetson Orin Nano cuda , cudnn	1	2488	October 9, 2024
Yolo, Pytorch, TensorRT Torchvision installation on jetson nano Jetson Orin Nano pytorch	1	68	March 25, 2026
Pytorch with CUDA support Jetson Orin Nano Jetson Orin Nano cuda , pytorch , python , cudnn	3	2873	May 14, 2024
NO WAY TO USE GPU - TORCH NOT DETECTING GPU - CUDA 12.6 - JP 6.1 ORIN NANO Jetson Orin Nano pytorch	4	144	March 9, 2026
Unable to use cuda cores for yolo. tried everything found on internet for orin nano dev kit Jetson Orin Nano cuda , jetson	5	258	February 7, 2025
Which PyTorch/TorchVision build supports CUDA 12.6 on JetPack 6.2 for YOLOv11 training & CSI-camera inference on Jetson Orin Nano Super? Jetson Nano camera , cuda , pytorch	3	323	August 13, 2025
Regarding the issue of CUDA and Pytorch Jetson Nano cuda , pytorch	3	671	November 21, 2024
No pytorch for jetson orin nano Jetpack 6.2.1 NGC Catalog Feedback pytorch , nano , jetson , jetson-orin	4	484	November 9, 2025

Pytorch with cuda for YOLOv9 object detection

Related topics