NVIDIA GPU¶
CVEDIA-RT can run on any NVIDIA GPU with Compute Capability greater or equal to 7.5 in both Windows and Linux.
Windows NVIDIA driver requirements¶
The Windows NVIDIA driver requirement depends on the CVEDIA-RT release line and the CUDA runtime included with it:
| CVEDIA-RT Windows release | CUDA runtime | Minimum NVIDIA driver |
|---|---|---|
| 2026.1.x | 12.2 | >= 525 |
| 2026.2.x | 13.0 | >= 580 |
NVIDIA lists CUDA 13.x as requiring an R580-series or newer driver in its CUDA compatibility table.
Upgrading to CVEDIA-RT 2026.2.x on Windows
Before upgrading from 2026.1.x, update NVIDIA drivers in the 525-579 range to an R580-series or newer driver. A driver below this requirement cannot initialize CUDA 13, so TensorRT acceleration is unavailable.
Supported Cuda Compute Capability¶
| CC | Notes |
|---|---|
| 5.2 | Deprecated |
| 5.3 | Jetson Nano - Limited support |
| 6.0 | Deprecated on TensorRT 10 |
| 6.1 | Deprecated on TensorRT 10 |
| 7.0 | Deprecated on TensorRT 10 |
| 7.2 | Jetson AGX / NX |
| 7.5 | End of life |
| 8.0 | Limited support |
| 8.6 | |
| 8.7 | Orin AGX / NX / Nano |
| 8.9 | CVEDIA-RT 2024.1.0 and newer |
| 9.0 | Limited support; CVEDIA-RT 2024.1.2 and newer |
| 10.0 | 2025.1.0 and newer |
| 12.0 | 2025.1.0 and newer |
Deprecations
- Starting on CUDA 13, Desktop GPUs with cuda compute lower than 7.5 (not included) are no longer supported, you should install CUDA 12.x to be compatible.
- When running CVEDIA-RT with TensorRT 10 the minimum supported cuda compute is 7.5
Supported TensorRT versions¶
| Version | Notes |
|---|---|
| 8.0.1 | Limited support |
| 8.0.3 | Limited support |
| 8.2.1 | Limited support |
| 8.2.2 | Limited support |
| 8.2.3 | Limited support |
| 8.2.4 | Limited support |
| 8.2.5 | Limited support |
| 8.4.1 | Limited support |
| 8.4.1.5 | Limited support |
| 8.5.0 | Limited support |
| 8.5.2 | Limited support |
| 8.5.3 | Limited support |
| 8.6.1 | Jetson / Orin, EOL starting on 2026.2.x |
| 8.6.1.2 | Deprecated in favor of 8.6.1.6 |
| 8.6.1.6 | CVEDIA-RT 2024.1.0 and newer, EOL starting on 2026.2.x |
| 8.6.3.1 | CVEDIA-RT 2024.1.2 and newer |
| 10.13.3.9 | CVEDIA-RT 2026.2.1 and newer (x86) |
| 10.30.0.30 | CVEDIA-RT 2026.2.1 and newer (jetson) |
Deprecated cuda compute / versions may support some models but not the most recent ones, when this happens CVEDIA-RT will fall back to the next best backend.
Running Natively
When running CVEDIA-RT Natively on linux the versions of libnvinfer8 must align with our release version, otherwise models won't load.