CUDA_VERSION_MATRIX.md



CUDA Version Matrix
Topmost entry = Tag latest


R
Python
SAGA¹

CUDA
cuBLAS
cuDNN
NCCL
TensorRT
Linux distro


4.4.0
3.12.3
7.3.0
12.4.1
12.4.5.8
8.9.7.29
2.21.5
10.0.0.6
Ubuntu 22.04


4.3.3
3.11.9
7.3.0
11.8.0
11.11.3.6
8.9.6.50
2.15.5
8.5.3²

Ubuntu 22.04


4.3.2
3.11.8
7.3.0
11.8.0
11.11.3.6
8.9.6.50
2.15.5
8.5.3²

Ubuntu 22.04


4.3.1
3.11.6
7.3.0
11.8.0
11.11.3.6
8.9.0.131
2.15.5
8.5.3²

Ubuntu 22.04


4.3.0
3.11.4
7.3.0
11.8.0
11.11.3.6
8.9.0.131
2.15.5
8.5.3²

Ubuntu 22.04


4.2.3
3.10.11
n/a
11.8.0
11.11.3.6
8.7.0.84
2.15.5
8.5.3²

Ubuntu 22.04


4.2.2
3.10.10
n/a
11.8.0
11.11.3.6
8.7.0.84
2.16.2
8.5.3
Ubuntu 20.04


PyTorch/TensorFlow compatibility


Python
CUDA
PyTorch³

TensorFlow


3.12
12.4
2.2 ≤ version
2.16 ≤ version


3.11
11.8
2.0 ≤ version
2.12 ≤ version < 2.15


3.10
11.8
1.12 ≤ version
2.8  ≤ version < 2.15


Recommended NVIDIA driver


CUDA
NVIDIA Linux driver
NVIDIA Windows driver⁴


12.4.1
≥ 550.54.15
≥ 551.78


11.8.0
≥ 520.61.05
≥ 520.06


qgisprocess image ↩


amd64 only ↩ ↩² ↩³ ↩⁴ ↩⁵


Installs its own CUDA binaries ↩


GPU support in Docker Desktop | Docker Docs,
Nvidia GPU Support for Windows · Issue #19005 · containers/podman ↩