CUDA_VERSION_MATRIX.md



CUDA Version Matrix
Image tags = R versions
Topmost entry = Tag latest


R
Python
SAGA¹

CUDA
cuBLAS
cuDNN
NCCL
TensorRT²

Linux distro


4.4.2
3.12.9
7.3.0
12.8.0
12.8.3.14
8.9.7.29
2.25.1
10.8.0.43/
10.3.0.26
Ubuntu 22.04


4.4.1
3.12.7
7.3.0
12.6.2
12.6.3.3
8.9.7.29
2.23.4
10.6.0.26/
10.3.0.26
Ubuntu 22.04


4.4.0
3.12.4
7.3.0
12.5.0
12.5.2.13
8.9.7.29
2.21.5
10.0.1.6
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
8.5.3³

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
8.5.3³

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
8.5.3³

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
8.5.3³

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
8.5.3³

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
PyTorch⁴

TensorFlow⁵


3.12
12.8
version ≥ 2.2
version ≥ 2.16


3.12
12.6
version ≥ 2.2
version ≥ 2.16


3.12
12.5
version ≥ 2.2
version ≥ 2.16


3.11
11.8
version ≥ 2.0
2.15 ≥ version > 2.12


3.10
11.8
version ≥ 1.12
2.15 ≥ version > 2.8


Recommended NVIDIA driver (Regular)


CUDA
Linux driver version
Windows driver version⁶


12.8.0
≥ 570.26
≥ 570.65


12.6.2
≥ 560.35.03
≥ 560.94


12.5.0
≥ 555.42.02
≥ 555.85


11.8.0
≥ 520.61.05
≥ 520.06


Supported NVIDIA drivers (LTSB)
Only works with
NVIDIA Data Center GPUs or
select NGC-Ready NVIDIA RTX boards.