[ci] Update cache workflow for CUDA 12/13 matrix

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

Author: Breakthrough

.github/workflows/cache_nvidia_deps.yml

@@ -9,18 +9,25 @@ on:
 jobs:
   cache-deps:
     runs-on: windows-2025
+    strategy:
+      matrix:
+        include:
+          - cuda-version: '12'
+            cache-key: 'nvidia-deps-cuda-12.4.0-cudnn-8.9.7.29'
+          - cuda-version: '13'
+            cache-key: 'nvidia-deps-cuda-13.1.1-cudnn-9.18.1.3'
     steps:
     - name: Checkout
       uses: actions/checkout@v4
       with:
         submodules: false
         fetch-depth: 1
-    - name: Cache NVIDIA dependencies
+    - name: Cache NVIDIA dependencies (CUDA ${{ matrix.cuda-version }})
       id: cache-nvidia-deps
       uses: actions/cache@v3
       with:
         path: .deps/Nvidia
-        key: nvidia-deps-cuda-13.1.1-cudnn-9.18.1.3
+        key: ${{ matrix.cache-key }}
     - name: Clone NVIDIA dependencies
       if: steps.cache-nvidia-deps.outputs.cache-hit != 'true'
       env:
@@ -33,6 +40,6 @@ jobs:
       shell: bash
     - name: Cache populated
       run: |
-        echo "NVIDIA dependencies cached successfully!"
+        echo "NVIDIA dependencies for CUDA ${{ matrix.cuda-version }} cached successfully!"
         ls -la .deps/Nvidia/ || echo "Cache was already populated"
       shell: bash