Jetson orin nano, CUDA kernel

Robotics & Edge Computing Jetson Systems Jetson Orin Nano
1

Hello everyone, I’m running neural network code on the new Jetson orin nano developer kit, which outputs a link to the Gradio interface to the terminal, but as soon as I click on the photo processing button, I get this error: RuntimeError: CUDA error: no kernel image is available for execution on the device
CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect.
For debugging consider passing CUDA_LAUNCH_BLOCKING=1
Compile with TORCH_USE_CUDA_DSA to enable device-side assertions.

5

Hi

Have you run the below commands

sudo apt update
sudo apt install nvidia-jetpack

Thanks

6 
I have installed jetpack 6.2.1. it was installed via SDK Manager
7

Hi,

How do you install the pytorch?

Please provide the commands and referenced link.

Thanks

8

Stable (2.8.0) / Linux / Pip / Python / CUDA 12.6

9

Hi,

This torch is for x86.

Please get jetson compatible wheel.

Thanks

10

I get this error when installing your files:
pip install torch-2.8.0-cp310-cp310-linux_aarch64.whl
Processing ./torch-2.8.0-cp310-cp310-linux_aarch64.whl
ERROR: Wheel ‘torch’ located at /home/jetson/Downloads/torch-2.8.0-cp310-cp310-linux_aarch64.whl is invalid.

pip install torchvision-0.23.0-cp310-cp310-linux_aarch64.whl
Processing ./torchvision-0.23.0-cp310-cp310-linux_aarch64.whl
ERROR: Wheel ‘torchvision’ located at /home/jetson/Downloads/torchvision-0.23.0-cp310-cp310-linux_aarch64.whl is invalid.
P.s. I deleted torch is for x86

11

Is this still an issue to support? Any result can be shared?

12

Everything has already been decided

14

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