Also handle Windows builds

Author: NicolasHug

.github/workflows/windows_wheel.yaml

@@ -26,12 +26,12 @@ defaults:
 jobs:
 
   generate-matrix:
-    uses: pytorch/test-infra/.github/workflows/generate_binary_build_matrix.yml@main
+    uses: pytorch/test-infra/.github/workflows/generate_binary_build_matrix.yml@release/2.8
     with:
       package-type: wheel
       os: windows
       test-infra-repository: pytorch/test-infra
-      test-infra-ref: main
+      test-infra-ref: release/2.8
       with-xpu: disable
       with-rocm: disable
       with-cuda: disable
@@ -44,12 +44,12 @@ jobs:
     strategy:
       fail-fast: false
     name: Build and Upload Windows wheel
-    uses: pytorch/test-infra/.github/workflows/build_wheels_windows.yml@main
+    uses: pytorch/test-infra/.github/workflows/build_wheels_linux.yml@release/2.8
     with:
       repository: pytorch/torchcodec
       ref: ""
       test-infra-repository: pytorch/test-infra
-      test-infra-ref: main
+      test-infra-ref: release/2.8
       build-matrix: ${{ needs.generate-matrix.outputs.matrix }}
       pre-script: packaging/pre_build_script.sh
       # post-script: packaging/post_build_script.sh  TODO: consider enabling post-build checks for Windows
@@ -67,7 +67,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ['3.10']
+        python-version: ['3.9', '3.10', '3.11', '3.12', '3.13']
         # TODO: FFmpeg 5 on Windows segfaults in avcodec_open2() when passing
         # bad parameters.
         # See https://github.com/pytorch/torchcodec/pull/806
@@ -89,7 +89,7 @@ jobs:
         run: python -m pip install --upgrade pip
       - name: Install PyTorch
         run: |
-          python -m pip install --pre torch --index-url https://download.pytorch.org/whl/nightly/cpu
+          python -m pip install torch --index-url https://download.pytorch.org/whl/cpu
       - name: Install torchcodec from the wheel
         run: |
           wheel_path=`find pytorch/torchcodec/dist -type f -name "*.whl"`