CUDA Version Matrix

May 15, 2026 · View on GitHub

Image tags = Python versions

Topmost entry = Tag latest

PythonCUDAcuBLAScuDNNNCCLTensorRT1Linux distro
3.14.513.2.113.4.0.19.22.0.522.30.4n/aUbuntu 24.04
3.13.1313.2.013.3.0.59.20.0.482.29.7n/aUbuntu 24.04
3.14.413.2.113.4.0.19.22.0.522.30.4n/aUbuntu 24.04
3.14.313.2.013.3.0.59.20.0.482.29.7n/aUbuntu 24.04
3.13.1213.2.013.3.0.59.20.0.482.29.7n/aUbuntu 24.04
3.14.213.1.113.2.0.99.19.0.562.29.3n/aUbuntu 24.04
3.13.1113.1.113.2.0.99.19.0.562.29.3n/aUbuntu 24.04
3.14.1213.0.213.1.0.39.17.0.292.28.3n/aUbuntu 24.04
3.13.1013.0.213.1.0.39.17.0.292.28.3n/aUbuntu 24.04
3.14.0213.0.213.1.0.39.16.0.292.28.3n/aUbuntu 24.04
3.13.913.0.213.1.0.39.16.0.292.28.3n/aUbuntu 24.04
3.13.813.0.113.0.2.149.14.0.642.28.3n/aUbuntu 24.04
3.12.1112.9.112.9.1.48.9.7.292.27.310.13.3.9/
10.3.0.26		Ubuntu 22.04
3.13.713.0.113.0.2.149.13.1.262.28.3n/aUbuntu 24.04
3.13.612.9.112.9.1.49.11.1.42.27.3n/aUbuntu 22.04
3.13.512.9.112.9.1.49.11.0.982.27.3n/aUbuntu 22.04
3.13.412.9.012.9.0.139.10.1.42.26.5n/aUbuntu 22.04
3.13.312.9.012.9.0.139.10.1.42.26.5n/aUbuntu 22.04
3.12.1012.9.012.9.0.138.9.7.292.26.510.11.0.33/
10.3.0.26		Ubuntu 22.04
3.13.212.8.112.8.4.19.8.0.872.25.1n/aUbuntu 22.04
3.12.912.8.112.8.4.18.9.7.292.25.110.8.0.43/
10.3.0.26		Ubuntu 22.04
3.13.112.8.012.8.3.149.7.0.662.25.1n/aUbuntu 22.04
3.12.812.8.012.8.3.148.9.7.292.25.110.8.0.43/
10.3.0.26		Ubuntu 22.04
3.13.0212.6.312.6.4.19.6.0.742.23.4n/aUbuntu 22.04
3.12.712.6.312.6.4.18.9.7.292.23.410.7.0.23/
10.3.0.26		Ubuntu 22.04
3.11.1011.8.011.11.3.68.9.6.502.15.58.5.33Ubuntu 22.04
3.12.612.6.112.6.1.48.9.7.292.23.410.4.0.26/
10.3.0.26		Ubuntu 22.04
3.11.911.8.011.11.3.68.9.6.502.15.58.5.33Ubuntu 22.04
3.12.512.6.112.6.1.48.9.7.292.22.310.4.0.26/
10.3.0.26		Ubuntu 22.04
3.12.412.5.112.5.3.28.9.7.292.22.310.3.0.26Ubuntu 22.04
3.12.312.5.012.5.2.138.9.7.292.21.510.0.1.6Ubuntu 22.04
3.12.211.8.011.11.3.68.9.6.502.15.58.5.33Ubuntu 22.04
3.11.811.8.011.11.3.68.9.6.502.15.58.5.33Ubuntu 22.04
3.12.111.8.011.11.3.68.9.6.502.15.58.5.33Ubuntu 22.04
3.11.711.8.011.11.3.68.9.6.502.15.58.5.33Ubuntu 22.04
3.12.0211.8.011.11.3.68.9.6.502.15.58.5.33Ubuntu 22.04
3.11.611.8.011.11.3.68.9.6.502.15.58.5.33Ubuntu 22.04
3.11.511.8.011.11.3.68.9.0.1312.15.58.5.33Ubuntu 22.04
3.11.411.8.011.11.3.68.9.0.1312.15.58.5.33Ubuntu 22.04
3.10.1311.8.011.11.3.68.9.0.1312.15.58.5.33Ubuntu 22.04
3.11.311.8.011.11.3.68.9.0.1312.15.58.5.33Ubuntu 22.04
3.10.1211.8.011.11.3.68.9.0.1312.15.58.5.33Ubuntu 22.04
3.11.2211.8.011.11.3.68.7.0.842.15.58.5.33Ubuntu 22.04
3.10.1111.8.011.11.3.68.7.0.842.15.58.5.33Ubuntu 22.04
3.11.1211.8.011.11.3.68.7.0.842.16.28.5.3Ubuntu 20.04
3.10.1011.8.011.11.3.68.7.0.842.16.28.5.3Ubuntu 20.04

Breaking changes

PyTorch/TensorFlow compatibility

PythonCUDAPyTorch4TensorFlow5
3.1413.2version ≥ 2.9 (experimental)n/a
3.1313.2version ≥ 2.9 (experimental)n/a
3.1413.1version ≥ 2.9 (experimental)n/a
3.1313.1version ≥ 2.9 (experimental)n/a
3.1413.0version ≥ 2.9 (experimental)n/a
3.1313.0version ≥ 2.9n/a
3.1212.9version ≥ 2.42.18 > version ≥ 2.16
3.1312.8version ≥ 2.6n/a
3.1212.8version ≥ 2.42.18 > version ≥ 2.16
3.1312.6version ≥ 2.6n/a
3.1212.6version ≥ 2.42.18 > version ≥ 2.16
3.1212.5version ≥ 2.42.18 > version ≥ 2.16
3.1211.8version ≥ 2.42.18 > version ≥ 2.16 (CPU-only)
3.1111.8version ≥ 2.02.16 > version ≥ 2.12
3.1011.8version ≥ 1.122.16 > version ≥ 2.9
CUDALinux driver versionWindows driver version6
13.2.1≥ 595.58.03n/a
13.2.0≥ 595.45.04n/a
13.1.1≥ 590.48.01n/a
13.1.0≥ 590.44.01n/a
13.0.2≥ 580.95.05n/a
13.0.1≥ 580.82.07n/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
12.5.1≥ 555.42.06≥ 555.85
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.

CUDADriver version 5807Driver version 5358Driver version 4709
13.2.1🟢🔵🔴
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🟡🟢🔵
12.5.1🟡🟢🔵
12.5.0🟡🟢🔵
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. w/o numba ↩ ↩2 ↩3 ↩4 ↩5 ↩6

  3. amd64 only ↩ ↩2 ↩3 ↩4 ↩5 ↩6 ↩7 ↩8 ↩9 ↩10 ↩11 ↩12 ↩13 ↩14 ↩15

  4. Installs its own CUDA dependencies ↩

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

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

  7. EOL: August 2028 ↩

  8. EOL: June 2026 ↩

  9. EOL: July 2024 ↩