CUDA images: Update CUDA to v13.0.0

- CUDA images: Update cuDNN to v9.12.0.46

Author: benz0li

CUDA.md

@@ -216,7 +216,7 @@ docker run -it --rm \
 **What makes this project different:**
 
 1. Multi-arch: `linux/amd64`, `linux/arm64/v8`
-1. Derived from [`nvidia/cuda:12.9.1-devel-ubuntu24.04`](https://hub.docker.com/r/nvidia/cuda/tags?page=1&name=12.9.1-devel-ubuntu24.04)
+1. Derived from [`nvidia/cuda:13.0.0-devel-ubuntu24.04`](https://hub.docker.com/r/nvidia/cuda/tags?page=1&name=13.0.0-devel-ubuntu24.04)
  * including development libraries and headers
 1. TensortRT and TensorRT plugin libraries
  * including development libraries and headers

CUDA_VERSION_MATRIX.md

@@ -6,7 +6,7 @@ Topmost entry = Tag `latest`
 
 | Python | CUDA | cuBLAS | cuDNN | NCCL | TensorRT[^2] | Linux distro |
 |:-----------|:-------|:----------|:----------|:-------|:-------------------------|:-------------|
-| 3.13.7 | 12.9.1 | 12.9.1.4 | 9.11.1.4 | 2.27.3 | n/a | Ubuntu 24.04 |
+| 3.13.7 | 13.0.0 | 13.0.0.19 | 9.12.0.46 | 2.27.7 | n/a | Ubuntu 24.04 |
 | 3.12.11 | 12.9.0 | 12.9.0.13 | 8.9.7.29 | 2.26.5 | 10.11.0.33/<br>10.3.0.26 | Ubuntu 22.04 |
 | 3.13.6 | 12.9.1 | 12.9.1.4 | 9.11.1.4 | 2.27.3 | n/a | Ubuntu 22.04 |
 | 3.13.5 | 12.9.1 | 12.9.1.4 | 9.11.0.98 | 2.27.3 | n/a | Ubuntu 22.04 |
@@ -54,7 +54,7 @@ Topmost entry = Tag `latest`
 
 | Python | CUDA | PyTorch[^4] | TensorFlow[^5] |
 |:-------|:-----|:-----------------------------|:---------------------------------|
-| 3.13 | 12.9 | version ≥ 2.5 (experimental) | n/a |
+| 3.13 | 13.0 | version ≥ 2.5 (experimental) | n/a |
 | 3.12 | 12.9 | version ≥ 2.4 | 2.18 > version ≥ 2.16 |
 | 3.13 | 12.8 | version ≥ 2.5 (experimental) | n/a |
 | 3.12 | 12.8 | version ≥ 2.4 | 2.18 > version ≥ 2.16 |
@@ -75,6 +75,7 @@ given.
 
 | CUDA | Linux driver version | Windows driver version[^6] |
 |:-------|:---------------------|:---------------------------|
+| 13.0.0 | ≥ 580.65.06 | 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 |
@@ -97,6 +98,7 @@ Only works with
 
 | CUDA | Driver version 535[^7] | Driver version 470[^8] |
 |:-------|:----------------------:|:----------------------:|
+| 13.0.0 | 🔵 | 🔴 |
 | 12.9.1 | 🟢 | 🔵 |
 | 12.9.0 | 🟢 | 🔵 |
 | 12.8.1 | 🟢 | 🔵 |
@@ -108,6 +110,7 @@ Only works with
 | 12.5.0 | 🟢 | 🔵 |
 | 11.8.0 | 🟡 | 🟢 |
 
+🔴: Not supported
 🔵: Supported with the CUDA forward compat package only 
 🟢: Supported due to minor-version compatibility[^9] 
 🟡: Supported due to backward compatibility