NVIDIA Jetson¶
Jetpack Compatiblity¶
- Recommended Jetpack release for Nano Developer Kit: JetPack 4.6.1
CVEDIA-RT 2024.2.4 and older:
- Recommended Jetpack release for AGX and Orin: JetPack 5.1
CVEDIA-RT 2024.2.5 and newer:
- Recommended Jetpack release for AGX and Orin: JetPack 6.0
Running CVEDIA-RT Natively
To run CVEDIA-RT natively the versions of TensorRT and CUDA toolkit must perfectly match, otherwise models won't be able to load. Please install the recommended versions of jetpack to be sure. This doesn't affect docker deployments.
Notes¶
- NVIDIA Docker 2 is not installed by default on JetPack, unless you select it when flashing
- CVEDIA-RT GUI (
rtstudio) is not supported on Jetson platforms since2023.2.0release. This is a known issue. Alternatively we recommend running the Remote UI and connect with a different machine.
Supported NVIDIA devices¶
| Device | Jetpack | CVEDIA-RT Version |
|---|---|---|
| Jetson Nano | 4.6.x | All |
| Jetson AGX NX | 4.6.x - 5.x | |
| Jetson Xavier AGX | 4.6.x - 5.x | All |
| Jetson Orin Nano | 5.x | All |
| Jetson Orin NX | 5.x | All |
| Jetson Orin AGX | 5.x | All |
| Jetson Orin Nano | 6.0 | 2024.2.5 |
| Jetson Orin NX | 6.0 | 2024.2.5 |
| Jetson Orin AGX | 6.0 | 2024.2.5 |
Jetpack 5.x and 4.x
CVEDIA-RT runs models in "legacy" mode when running at these platforms, they're less efficient and some of our new products may not work due to lack of model operation support.
Supported TensorRT versions¶
| Version | Notes |
|---|---|
| 7.1.3 | Deprecated |
| 8.0.1 | limited model support - Native compatible |
| 8.2.1 | limited model support |
| 8.4.0 | limited model support |
| 8.4.1 | limited model support - Native compatible |
| 8.5.2 | |
| 8.6.1 | Native compatible |