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CUDA_VERSION_MATRIX.md

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CUDA Version Matrix

Image tags = MAX versions

Topmost entry = Tag latest

MAX Python CUDA Linux distro
25.2.0 3.12.10 12.8.1 Ubuntu 22.04
25.1.0 3.12.9 12.8.1 Ubuntu 22.04
24.6.0 3.12.9 12.8.0 Ubuntu 22.04

PyTorch compatibility

Python CUDA PyTorch1
3.12 12.8 version ≥ 2.2

Recommended NVIDIA driver (Regular)

CUDA Linux driver version Windows driver version2
12.8.1 ≥ 570.124.06 ≥ 572.61
12.8.0 ≥ 570.117 ≥ 572.30

Supported NVIDIA drivers (LTSB)

Only works with NVIDIA Data Center GPUs or select NGC-Ready NVIDIA RTX boards.

CUDA Driver version 5353 Driver version 4704
12.8.1 🟢 🔵
12.8.0 🟢 🔵

🔵: Supported with the CUDA forward compat package only
🟢: Supported due to minor-version compatibility5
🟡: Supported due to backward compatibility

Footnotes

  1. Ships with its own CUDA dependencies

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

  3. EOL: June 2026

  4. EOL: July 2024

  5. or the CUDA forward compat package