CUDA images: Update CUDA to v12.8.0

- CUDA images (amd64): Update TensorRT to v10.8.0.43

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:12.6.3-devel-ubuntu22.04`](https://hub.docker.com/r/nvidia/cuda/tags?page=1&name=12.6.3-devel-ubuntu22.04)
+1. Derived from [`nvidia/cuda:12.8.0-devel-ubuntu22.04`](https://hub.docker.com/r/nvidia/cuda/tags?page=1&name=12.8.0-devel-ubuntu22.04)
     * 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 |
 |:-----------|:-------|:----------|:----------|:-------|:------------------------|:-------------|
-| 3.13.1     | 12.6.3 | 12.6.4.1  | 9.7.0.66  | 2.23.4 | n/a                     | Ubuntu 22.04 |
+| 3.13.1     | 12.8.0 | 12.8.3.14 | 9.7.0.66  | 2.25.1 | n/a                     | Ubuntu 22.04 |
 | 3.12.8     | 12.6.3 | 12.6.4.1  | 8.9.7.29  | 2.23.4 | 10.7.0.23/<br>10.3.0.26 | Ubuntu 22.04 |
 | 3.13.0[^1] | 12.6.3 | 12.6.4.1  | 9.6.0.74  | 2.23.4 | n/a                     | Ubuntu 22.04 |
 | 3.12.7     | 12.6.3 | 12.6.4.1  | 8.9.7.29  | 2.23.4 | 10.7.0.23/<br>10.3.0.26 | Ubuntu 22.04 |
@@ -45,6 +45,7 @@ Topmost entry = Tag `latest`
 
 | Python | CUDA | PyTorch[^4]                  | TensorFlow[^5]            |
 |:-------|:-----|:-----------------------------|:--------------------------|
+| 3.13   | 12.8 | version ≥ 2.6 (experimental) | n/a                       |
 | 3.13   | 12.6 | version ≥ 2.6 (experimental) | n/a                       |
 | 3.12   | 12.6 | version ≥ 2.2                | version ≥ 2.16            |
 | 3.12   | 12.5 | version ≥ 2.2                | version ≥ 2.16            |
@@ -62,6 +63,7 @@ given.
 
 | CUDA   | Linux driver version | Windows driver version[^6] |
 |:-------|:---------------------|:---------------------------|
+| 12.8.0 | ≥ 570.26             | ≥ 570.65                   |
 | 12.6.3 | ≥ 560.35.05          | ≥ 561.17                   |
 | 12.6.2 | ≥ 560.35.03          | ≥ 560.94                   |
 | 12.6.1 | ≥ 560.35.03          | ≥ 560.94                   |
@@ -80,6 +82,7 @@ Only works with
 
 | CUDA   | Driver version 535[^7] | Driver version 470[^8] |
 |:-------|:----------------------:|:----------------------:|
+| 12.8.0 | 🟢                      | 🔵                      |
 | 12.6.3 | 🟢                      | 🔵                      |
 | 12.6.2 | 🟢                      | 🔵                      |
 | 12.6.1 | 🟢                      | 🔵                      |