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CUDA Version Matrix

Image tags = Julia versions

Topmost entry = Tag latest

Julia Python CUDA cuBLAS cuDNN NCCL TensorRT1 Linux distro
1.12.5 3.13.11 13.2.0 13.3.0.5 9.20.0.48 2.29.7 n/a Ubuntu 24.04
1.11.9 3.13.11 13.1.1 13.2.0.9 9.19.0.56 2.29.3 n/a Ubuntu 24.04
1.10.11 3.12.13 12.9.1 12.9.1.4 8.9.7.29 2.27.3 10.15.1.29/
10.3.0.26		 Ubuntu 22.04
1.10.10 3.12.13 12.9.1 12.9.1.4 8.9.7.29 2.27.3 10.15.1.29/
10.3.0.26		 Ubuntu 22.04
1.12.4 3.13.11 13.1.1 13.2.0.9 9.19.0.56 2.29.3 n/a Ubuntu 24.04
1.12.3 3.13.11 13.1.0 13.2.0.9 9.17.1.4 2.29.2 n/a Ubuntu 24.04
1.12.2 3.13.11 13.1.0 13.2.0.9 9.17.0.29 2.28.9 n/a Ubuntu 24.04
1.12.1 3.13.9 13.0.2 13.1.0.3 9.16.0.29 2.28.3 n/a Ubuntu 24.04
1.12.0 3.13.9 13.0.1 13.0.2.14 9.14.0.64 2.28.3 n/a Ubuntu 24.04
1.11.7 3.13.8 13.0.1 13.0.2.14 9.13.1.26 2.28.3 n/a Ubuntu 24.04
1.11.6 3.13.7 13.0.1 13.0.2.14 9.13.0.50 2.28.3 n/a Ubuntu 24.04
1.11.5 3.12.11 12.9.1 12.9.1.4 8.9.7.29 2.27.3 10.12.0.36/
10.3.0.26		 Ubuntu 22.04
1.10.9 3.12.11 12.9.1 12.9.1.4 8.9.7.29 2.27.3 10.12.0.36/
10.3.0.26		 Ubuntu 22.04
1.11.4 3.12.10 12.8.1 12.8.4.1 8.9.7.29 2.25.1 10.9.0.34/
10.3.0.26		 Ubuntu 22.04
1.11.3 3.12.9 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
1.10.8 3.12.9 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
1.10.7 3.12.8 12.6.3 12.6.4.1 8.9.7.29 2.23.4 10.7.0.23/
10.3.0.26		 Ubuntu 22.04
1.11.2 3.12.8 12.6.3 12.6.4.1 8.9.7.29 2.23.4 10.7.0.23/
10.3.0.26		 Ubuntu 22.04
1.11.1 3.12.7 12.6.3 12.6.4.1 8.9.7.29 2.23.4 10.7.0.23/
10.3.0.26		 Ubuntu 22.04
1.10.6 3.12.7 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
1.10.5 3.12.7 12.6.2 12.6.3.3 8.9.7.29 2.23.4 10.5.0.18/
10.3.0.26		 Ubuntu 22.04
1.11.0 3.12.7 12.6.2 12.6.1.4 8.9.7.29 2.23.4 10.5.0.18/
10.3.0.26		 Ubuntu 22.04
1.10.4 3.12.5 12.6.0 12.6.0.22 8.9.7.29 2.22.3 10.3.0.26 Ubuntu 22.04
1.10.3 3.12.3 12.5.0 12.5.2.13 8.9.7.29 2.21.5 10.0.1.6 Ubuntu 22.04
1.10.2 3.12.3 12.4.1 12.4.5.8 8.9.7.29 2.21.5 10.0.1.6 Ubuntu 22.04
1.10.1 3.11.8 11.8.0 11.11.3.6 8.9.6.50 2.15.5 8.5.32 Ubuntu 22.04
1.10.0 3.11.8 11.8.0 11.11.3.6 8.9.6.50 2.15.5 8.5.32 Ubuntu 22.04
1.9.4 3.11.7 11.8.0 11.11.3.6 8.9.6.50 2.15.5 8.5.32 Ubuntu 22.04
1.9.3 3.11.6 11.8.0 11.11.3.6 8.9.6.50 2.15.5 8.5.32 Ubuntu 22.04
1.9.2 3.11.5 11.8.0 11.11.3.6 8.9.0.131 2.15.5 8.5.32 Ubuntu 22.04
1.9.1 3.11.4 11.8.0 11.11.3.6 8.9.0.131 2.15.5 8.5.32 Ubuntu 22.04
1.9.0 3.11.4 11.8.0 11.11.3.6 8.7.0.84 2.15.5 8.5.32 Ubuntu 22.04
1.8.5 3.11.3 11.8.0 11.11.3.6 8.7.0.84 2.16.2 8.5.3 Ubuntu 20.04

Breaking changes

PyTorch/TensorFlow compatibility

Python CUDA PyTorch3 TensorFlow4
3.13 13.2 version ≥ 2.9 n/a
3.13 13.1 version ≥ 2.9 n/a
3.13 13.0 version ≥ 2.9 n/a
3.12 12.9 version ≥ 2.4 2.18 > version ≥ 2.16
3.12 12.8 version ≥ 2.4 2.18 > version ≥ 2.16
3.12 12.6 version ≥ 2.4 2.18 > version ≥ 2.16
3.12 12.5 version ≥ 2.4 2.18 > version ≥ 2.16
3.12 12.4 version ≥ 2.4 2.18 > version ≥ 2.16
3.11 11.8 version ≥ 2.0 2.16 > version ≥ 2.12

Recommended NVIDIA driver (NFB/PB)

CUDA Linux driver version Windows driver version5
13.2.0 ≥ 595.45.04 n/a
13.1.1 ≥ 590.48.01 n/a
13.1.0 ≥ 590.44.01 n/a
13.0.2 ≥ 580.95.05 n/a
13.0.1 ≥ 580.82.07 n/a
12.9.1 ≥ 575.57.08 ≥ 576.57
12.9.0 ≥ 575.51.03 ≥ 576.02
12.8.1 ≥ 570.124.06 ≥ 572.61
12.8.0 ≥ 570.117 ≥ 572.30
12.6.3 ≥ 560.35.05 ≥ 561.17
12.6.2 ≥ 560.35.03 ≥ 560.94
12.6.1 ≥ 560.35.03 ≥ 560.94
12.6.0 ≥ 560.28.03 ≥ 560.76
12.5.0 ≥ 555.42.02 ≥ 555.85
12.4.1 ≥ 550.54.15 ≥ 551.78
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.

CUDA Driver version 5806 Driver version 5357 Driver version 4708
13.2.0 🟢 🔵 🔴
13.1.1 🟢 🔵 🔴
13.1.0 🟢 🔵 🔴
13.0.2 🟢 🔵 🔴
13.0.1 🟢 🔵 🔴
12.9.1 🟡 🟢 🔵
12.9.0 🟡 🟢 🔵
12.8.1 🟡 🟢 🔵
12.8.0 🟡 🟢 🔵
12.6.3 🟡 🟢 🔵
12.6.2 🟡 🟢 🔵
12.6.1 🟡 🟢 🔵
12.6.0 🟡 🟢 🔵
12.5.0 🟡 🟢 🔵
12.4.1 🟡 🟢 🔵
11.8.0 🟡 🟡 🟢

🔴: Not supported
🔵: Supported with the CUDA forward compat package only
🟢: Supported due to minor-version compatibility
🟡: Supported due to backward compatibility

Footnotes

  1. amd64/arm64 ↩

  2. amd64 only ↩ ↩2 ↩3 ↩4 ↩5 ↩6 ↩7

  3. Installs its own CUDA dependencies ↩

  4. The expected TensorRT version is symlinked to the installed TensorRT version.
    ❗️ This relies on backwards compatibility of TensorRT, which may not always be given. ↩

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

  6. EOL: August 2028 ↩

  7. EOL: June 2026 ↩

  8. EOL: July 2024 ↩