diff --git a/.github/templates/windows_binary_build_workflow.yml.j2 b/.github/templates/windows_binary_build_workflow.yml.j2
index d5aca578b90..06646f449fc 100644
--- a/.github/templates/windows_binary_build_workflow.yml.j2
+++ b/.github/templates/windows_binary_build_workflow.yml.j2
@@ -53,10 +53,20 @@ env:
 !{{ common.concurrency(build_environment) }}
 
 jobs:
+  get-label-type:
+    name: get-label-type
+    uses: ./.github/workflows/_runner-determinator.yml
+    with:
+      triggering_actor: ${{ github.triggering_actor }}
+      issue_owner: ${{ github.event.pull_request.user.login || github.event.issue.user.login }}
+      curr_branch: ${{ github.head_ref || github.ref_name }}
+      curr_ref_type: ${{ github.ref_type }}
+
 {%- for config in build_configs %}
   !{{ config["build_name"] }}-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: !{{ common.timeout_minutes }}
     !{{ upload.binary_env(config, True) }}
     {%- if config.pytorch_extra_install_requirements is defined and config.pytorch_extra_install_requirements|d('')|length > 0  %}
@@ -85,15 +95,17 @@ jobs:
       !{{ common.wait_and_kill_ssh_windows('pytorch') }}
   !{{ config["build_name"] }}-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: !{{ config["build_name"] }}-build
+    needs:
+      - !{{ config["build_name"] }}-build
+      - get-label-type
 {%- if config["gpu_arch_type"] == "cuda" %}
 {%- if branches == "nightly" %}
-    runs-on: windows.8xlarge.nvidia.gpu
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.8xlarge.nvidia.gpu"
 {%- else %}
-    runs-on: windows.8xlarge.nvidia.gpu.nonephemeral
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.8xlarge.nvidia.gpu.nonephemeral"
 {%- endif %}
 {%- else %}
-    runs-on: windows.4xlarge.nonephemeral
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
 {%- endif %}
     timeout-minutes: !{{ common.timeout_minutes }}
     !{{ upload.binary_env(config, True) }}
diff --git a/.github/workflows/generated-windows-binary-conda-nightly.yml b/.github/workflows/generated-windows-binary-conda-nightly.yml
index da0dd504c75..dac8a32e14a 100644
--- a/.github/workflows/generated-windows-binary-conda-nightly.yml
+++ b/.github/workflows/generated-windows-binary-conda-nightly.yml
@@ -32,9 +32,18 @@ concurrency:
   cancel-in-progress: true
 
 jobs:
+  get-label-type:
+    name: get-label-type
+    uses: ./.github/workflows/_runner-determinator.yml
+    with:
+      triggering_actor: ${{ github.triggering_actor }}
+      issue_owner: ${{ github.event.pull_request.user.login || github.event.issue.user.login }}
+      curr_branch: ${{ github.head_ref || github.ref_name }}
+      curr_ref_type: ${{ github.ref_type }}
   conda-py3_9-cpu-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -145,8 +154,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   conda-py3_9-cpu-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: conda-py3_9-cpu-build
-    runs-on: windows.4xlarge.nonephemeral
+    needs:
+      - conda-py3_9-cpu-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -276,7 +287,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   conda-py3_9-cuda11_8-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -388,8 +400,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   conda-py3_9-cuda11_8-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: conda-py3_9-cuda11_8-build
-    runs-on: windows.8xlarge.nvidia.gpu
+    needs:
+      - conda-py3_9-cuda11_8-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.8xlarge.nvidia.gpu"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -521,7 +535,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   conda-py3_9-cuda12_1-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -633,8 +648,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   conda-py3_9-cuda12_1-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: conda-py3_9-cuda12_1-build
-    runs-on: windows.8xlarge.nvidia.gpu
+    needs:
+      - conda-py3_9-cuda12_1-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.8xlarge.nvidia.gpu"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -766,7 +783,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   conda-py3_9-cuda12_4-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -878,8 +896,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   conda-py3_9-cuda12_4-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: conda-py3_9-cuda12_4-build
-    runs-on: windows.8xlarge.nvidia.gpu
+    needs:
+      - conda-py3_9-cuda12_4-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.8xlarge.nvidia.gpu"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -1011,7 +1031,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   conda-py3_10-cpu-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -1122,8 +1143,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   conda-py3_10-cpu-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: conda-py3_10-cpu-build
-    runs-on: windows.4xlarge.nonephemeral
+    needs:
+      - conda-py3_10-cpu-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -1253,7 +1276,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   conda-py3_10-cuda11_8-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -1365,8 +1389,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   conda-py3_10-cuda11_8-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: conda-py3_10-cuda11_8-build
-    runs-on: windows.8xlarge.nvidia.gpu
+    needs:
+      - conda-py3_10-cuda11_8-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.8xlarge.nvidia.gpu"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -1498,7 +1524,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   conda-py3_10-cuda12_1-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -1610,8 +1637,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   conda-py3_10-cuda12_1-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: conda-py3_10-cuda12_1-build
-    runs-on: windows.8xlarge.nvidia.gpu
+    needs:
+      - conda-py3_10-cuda12_1-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.8xlarge.nvidia.gpu"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -1743,7 +1772,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   conda-py3_10-cuda12_4-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -1855,8 +1885,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   conda-py3_10-cuda12_4-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: conda-py3_10-cuda12_4-build
-    runs-on: windows.8xlarge.nvidia.gpu
+    needs:
+      - conda-py3_10-cuda12_4-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.8xlarge.nvidia.gpu"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -1988,7 +2020,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   conda-py3_11-cpu-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -2099,8 +2132,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   conda-py3_11-cpu-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: conda-py3_11-cpu-build
-    runs-on: windows.4xlarge.nonephemeral
+    needs:
+      - conda-py3_11-cpu-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -2230,7 +2265,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   conda-py3_11-cuda11_8-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -2342,8 +2378,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   conda-py3_11-cuda11_8-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: conda-py3_11-cuda11_8-build
-    runs-on: windows.8xlarge.nvidia.gpu
+    needs:
+      - conda-py3_11-cuda11_8-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.8xlarge.nvidia.gpu"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -2475,7 +2513,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   conda-py3_11-cuda12_1-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -2587,8 +2626,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   conda-py3_11-cuda12_1-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: conda-py3_11-cuda12_1-build
-    runs-on: windows.8xlarge.nvidia.gpu
+    needs:
+      - conda-py3_11-cuda12_1-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.8xlarge.nvidia.gpu"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -2720,7 +2761,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   conda-py3_11-cuda12_4-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -2832,8 +2874,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   conda-py3_11-cuda12_4-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: conda-py3_11-cuda12_4-build
-    runs-on: windows.8xlarge.nvidia.gpu
+    needs:
+      - conda-py3_11-cuda12_4-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.8xlarge.nvidia.gpu"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -2965,7 +3009,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   conda-py3_12-cpu-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -3076,8 +3121,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   conda-py3_12-cpu-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: conda-py3_12-cpu-build
-    runs-on: windows.4xlarge.nonephemeral
+    needs:
+      - conda-py3_12-cpu-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -3207,7 +3254,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   conda-py3_12-cuda11_8-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -3319,8 +3367,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   conda-py3_12-cuda11_8-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: conda-py3_12-cuda11_8-build
-    runs-on: windows.8xlarge.nvidia.gpu
+    needs:
+      - conda-py3_12-cuda11_8-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.8xlarge.nvidia.gpu"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -3452,7 +3502,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   conda-py3_12-cuda12_1-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -3564,8 +3615,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   conda-py3_12-cuda12_1-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: conda-py3_12-cuda12_1-build
-    runs-on: windows.8xlarge.nvidia.gpu
+    needs:
+      - conda-py3_12-cuda12_1-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.8xlarge.nvidia.gpu"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -3697,7 +3750,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   conda-py3_12-cuda12_4-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -3809,8 +3863,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   conda-py3_12-cuda12_4-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: conda-py3_12-cuda12_4-build
-    runs-on: windows.8xlarge.nvidia.gpu
+    needs:
+      - conda-py3_12-cuda12_4-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.8xlarge.nvidia.gpu"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
diff --git a/.github/workflows/generated-windows-binary-libtorch-debug-main.yml b/.github/workflows/generated-windows-binary-libtorch-debug-main.yml
index 8ac413be0d6..6debd8b9a2d 100644
--- a/.github/workflows/generated-windows-binary-libtorch-debug-main.yml
+++ b/.github/workflows/generated-windows-binary-libtorch-debug-main.yml
@@ -25,9 +25,18 @@ concurrency:
   cancel-in-progress: true
 
 jobs:
+  get-label-type:
+    name: get-label-type
+    uses: ./.github/workflows/_runner-determinator.yml
+    with:
+      triggering_actor: ${{ github.triggering_actor }}
+      issue_owner: ${{ github.event.pull_request.user.login || github.event.issue.user.login }}
+      curr_branch: ${{ github.head_ref || github.ref_name }}
+      curr_ref_type: ${{ github.ref_type }}
   libtorch-cpu-shared-with-deps-debug-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -142,8 +151,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   libtorch-cpu-shared-with-deps-debug-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: libtorch-cpu-shared-with-deps-debug-build
-    runs-on: windows.4xlarge.nonephemeral
+    needs:
+      - libtorch-cpu-shared-with-deps-debug-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
diff --git a/.github/workflows/generated-windows-binary-libtorch-debug-nightly.yml b/.github/workflows/generated-windows-binary-libtorch-debug-nightly.yml
index 60ba5955692..8f1576d3956 100644
--- a/.github/workflows/generated-windows-binary-libtorch-debug-nightly.yml
+++ b/.github/workflows/generated-windows-binary-libtorch-debug-nightly.yml
@@ -32,9 +32,18 @@ concurrency:
   cancel-in-progress: true
 
 jobs:
+  get-label-type:
+    name: get-label-type
+    uses: ./.github/workflows/_runner-determinator.yml
+    with:
+      triggering_actor: ${{ github.triggering_actor }}
+      issue_owner: ${{ github.event.pull_request.user.login || github.event.issue.user.login }}
+      curr_branch: ${{ github.head_ref || github.ref_name }}
+      curr_ref_type: ${{ github.ref_type }}
   libtorch-cpu-shared-with-deps-debug-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -149,8 +158,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   libtorch-cpu-shared-with-deps-debug-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: libtorch-cpu-shared-with-deps-debug-build
-    runs-on: windows.4xlarge.nonephemeral
+    needs:
+      - libtorch-cpu-shared-with-deps-debug-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -288,7 +299,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   libtorch-cuda11_8-shared-with-deps-debug-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -404,8 +416,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   libtorch-cuda11_8-shared-with-deps-debug-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: libtorch-cuda11_8-shared-with-deps-debug-build
-    runs-on: windows.8xlarge.nvidia.gpu
+    needs:
+      - libtorch-cuda11_8-shared-with-deps-debug-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.8xlarge.nvidia.gpu"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -545,7 +559,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   libtorch-cuda12_1-shared-with-deps-debug-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -661,8 +676,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   libtorch-cuda12_1-shared-with-deps-debug-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: libtorch-cuda12_1-shared-with-deps-debug-build
-    runs-on: windows.8xlarge.nvidia.gpu
+    needs:
+      - libtorch-cuda12_1-shared-with-deps-debug-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.8xlarge.nvidia.gpu"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -802,7 +819,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   libtorch-cuda12_4-shared-with-deps-debug-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -918,8 +936,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   libtorch-cuda12_4-shared-with-deps-debug-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: libtorch-cuda12_4-shared-with-deps-debug-build
-    runs-on: windows.8xlarge.nvidia.gpu
+    needs:
+      - libtorch-cuda12_4-shared-with-deps-debug-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.8xlarge.nvidia.gpu"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
diff --git a/.github/workflows/generated-windows-binary-libtorch-release-main.yml b/.github/workflows/generated-windows-binary-libtorch-release-main.yml
index ab00cdc8919..b4ae0bc0130 100644
--- a/.github/workflows/generated-windows-binary-libtorch-release-main.yml
+++ b/.github/workflows/generated-windows-binary-libtorch-release-main.yml
@@ -25,9 +25,18 @@ concurrency:
   cancel-in-progress: true
 
 jobs:
+  get-label-type:
+    name: get-label-type
+    uses: ./.github/workflows/_runner-determinator.yml
+    with:
+      triggering_actor: ${{ github.triggering_actor }}
+      issue_owner: ${{ github.event.pull_request.user.login || github.event.issue.user.login }}
+      curr_branch: ${{ github.head_ref || github.ref_name }}
+      curr_ref_type: ${{ github.ref_type }}
   libtorch-cpu-shared-with-deps-release-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -142,8 +151,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   libtorch-cpu-shared-with-deps-release-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: libtorch-cpu-shared-with-deps-release-build
-    runs-on: windows.4xlarge.nonephemeral
+    needs:
+      - libtorch-cpu-shared-with-deps-release-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
diff --git a/.github/workflows/generated-windows-binary-libtorch-release-nightly.yml b/.github/workflows/generated-windows-binary-libtorch-release-nightly.yml
index 842de97a1fb..c2d1b7009ff 100644
--- a/.github/workflows/generated-windows-binary-libtorch-release-nightly.yml
+++ b/.github/workflows/generated-windows-binary-libtorch-release-nightly.yml
@@ -32,9 +32,18 @@ concurrency:
   cancel-in-progress: true
 
 jobs:
+  get-label-type:
+    name: get-label-type
+    uses: ./.github/workflows/_runner-determinator.yml
+    with:
+      triggering_actor: ${{ github.triggering_actor }}
+      issue_owner: ${{ github.event.pull_request.user.login || github.event.issue.user.login }}
+      curr_branch: ${{ github.head_ref || github.ref_name }}
+      curr_ref_type: ${{ github.ref_type }}
   libtorch-cpu-shared-with-deps-release-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -149,8 +158,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   libtorch-cpu-shared-with-deps-release-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: libtorch-cpu-shared-with-deps-release-build
-    runs-on: windows.4xlarge.nonephemeral
+    needs:
+      - libtorch-cpu-shared-with-deps-release-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -288,7 +299,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   libtorch-cuda11_8-shared-with-deps-release-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -404,8 +416,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   libtorch-cuda11_8-shared-with-deps-release-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: libtorch-cuda11_8-shared-with-deps-release-build
-    runs-on: windows.8xlarge.nvidia.gpu
+    needs:
+      - libtorch-cuda11_8-shared-with-deps-release-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.8xlarge.nvidia.gpu"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -545,7 +559,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   libtorch-cuda12_1-shared-with-deps-release-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -661,8 +676,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   libtorch-cuda12_1-shared-with-deps-release-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: libtorch-cuda12_1-shared-with-deps-release-build
-    runs-on: windows.8xlarge.nvidia.gpu
+    needs:
+      - libtorch-cuda12_1-shared-with-deps-release-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.8xlarge.nvidia.gpu"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -802,7 +819,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   libtorch-cuda12_4-shared-with-deps-release-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -918,8 +936,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   libtorch-cuda12_4-shared-with-deps-release-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: libtorch-cuda12_4-shared-with-deps-release-build
-    runs-on: windows.8xlarge.nvidia.gpu
+    needs:
+      - libtorch-cuda12_4-shared-with-deps-release-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.8xlarge.nvidia.gpu"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
diff --git a/.github/workflows/generated-windows-binary-wheel-nightly.yml b/.github/workflows/generated-windows-binary-wheel-nightly.yml
index 98bdf0c6776..7088e10b5c1 100644
--- a/.github/workflows/generated-windows-binary-wheel-nightly.yml
+++ b/.github/workflows/generated-windows-binary-wheel-nightly.yml
@@ -32,9 +32,18 @@ concurrency:
   cancel-in-progress: true
 
 jobs:
+  get-label-type:
+    name: get-label-type
+    uses: ./.github/workflows/_runner-determinator.yml
+    with:
+      triggering_actor: ${{ github.triggering_actor }}
+      issue_owner: ${{ github.event.pull_request.user.login || github.event.issue.user.login }}
+      curr_branch: ${{ github.head_ref || github.ref_name }}
+      curr_ref_type: ${{ github.ref_type }}
   wheel-py3_9-cpu-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -146,8 +155,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   wheel-py3_9-cpu-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: wheel-py3_9-cpu-build
-    runs-on: windows.4xlarge.nonephemeral
+    needs:
+      - wheel-py3_9-cpu-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -277,7 +288,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   wheel-py3_9-cuda11_8-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -390,8 +402,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   wheel-py3_9-cuda11_8-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: wheel-py3_9-cuda11_8-build
-    runs-on: windows.8xlarge.nvidia.gpu
+    needs:
+      - wheel-py3_9-cuda11_8-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.8xlarge.nvidia.gpu"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -523,7 +537,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   wheel-py3_9-cuda12_1-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -636,8 +651,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   wheel-py3_9-cuda12_1-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: wheel-py3_9-cuda12_1-build
-    runs-on: windows.8xlarge.nvidia.gpu
+    needs:
+      - wheel-py3_9-cuda12_1-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.8xlarge.nvidia.gpu"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -769,7 +786,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   wheel-py3_9-cuda12_4-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -882,8 +900,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   wheel-py3_9-cuda12_4-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: wheel-py3_9-cuda12_4-build
-    runs-on: windows.8xlarge.nvidia.gpu
+    needs:
+      - wheel-py3_9-cuda12_4-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.8xlarge.nvidia.gpu"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -1015,7 +1035,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   wheel-py3_10-cpu-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -1127,8 +1148,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   wheel-py3_10-cpu-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: wheel-py3_10-cpu-build
-    runs-on: windows.4xlarge.nonephemeral
+    needs:
+      - wheel-py3_10-cpu-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -1258,7 +1281,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   wheel-py3_10-cuda11_8-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -1371,8 +1395,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   wheel-py3_10-cuda11_8-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: wheel-py3_10-cuda11_8-build
-    runs-on: windows.8xlarge.nvidia.gpu
+    needs:
+      - wheel-py3_10-cuda11_8-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.8xlarge.nvidia.gpu"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -1504,7 +1530,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   wheel-py3_10-cuda12_1-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -1617,8 +1644,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   wheel-py3_10-cuda12_1-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: wheel-py3_10-cuda12_1-build
-    runs-on: windows.8xlarge.nvidia.gpu
+    needs:
+      - wheel-py3_10-cuda12_1-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.8xlarge.nvidia.gpu"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -1750,7 +1779,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   wheel-py3_10-cuda12_4-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -1863,8 +1893,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   wheel-py3_10-cuda12_4-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: wheel-py3_10-cuda12_4-build
-    runs-on: windows.8xlarge.nvidia.gpu
+    needs:
+      - wheel-py3_10-cuda12_4-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.8xlarge.nvidia.gpu"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -1996,7 +2028,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   wheel-py3_11-cpu-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -2108,8 +2141,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   wheel-py3_11-cpu-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: wheel-py3_11-cpu-build
-    runs-on: windows.4xlarge.nonephemeral
+    needs:
+      - wheel-py3_11-cpu-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -2239,7 +2274,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   wheel-py3_11-cuda11_8-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -2352,8 +2388,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   wheel-py3_11-cuda11_8-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: wheel-py3_11-cuda11_8-build
-    runs-on: windows.8xlarge.nvidia.gpu
+    needs:
+      - wheel-py3_11-cuda11_8-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.8xlarge.nvidia.gpu"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -2485,7 +2523,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   wheel-py3_11-cuda12_1-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -2598,8 +2637,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   wheel-py3_11-cuda12_1-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: wheel-py3_11-cuda12_1-build
-    runs-on: windows.8xlarge.nvidia.gpu
+    needs:
+      - wheel-py3_11-cuda12_1-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.8xlarge.nvidia.gpu"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -2731,7 +2772,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   wheel-py3_11-cuda12_4-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -2844,8 +2886,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   wheel-py3_11-cuda12_4-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: wheel-py3_11-cuda12_4-build
-    runs-on: windows.8xlarge.nvidia.gpu
+    needs:
+      - wheel-py3_11-cuda12_4-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.8xlarge.nvidia.gpu"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -2977,7 +3021,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   wheel-py3_12-cpu-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -3089,8 +3134,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   wheel-py3_12-cpu-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: wheel-py3_12-cpu-build
-    runs-on: windows.4xlarge.nonephemeral
+    needs:
+      - wheel-py3_12-cpu-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -3220,7 +3267,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   wheel-py3_12-cuda11_8-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -3333,8 +3381,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   wheel-py3_12-cuda11_8-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: wheel-py3_12-cuda11_8-build
-    runs-on: windows.8xlarge.nvidia.gpu
+    needs:
+      - wheel-py3_12-cuda11_8-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.8xlarge.nvidia.gpu"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -3466,7 +3516,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   wheel-py3_12-cuda12_1-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -3579,8 +3630,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   wheel-py3_12-cuda12_1-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: wheel-py3_12-cuda12_1-build
-    runs-on: windows.8xlarge.nvidia.gpu
+    needs:
+      - wheel-py3_12-cuda12_1-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.8xlarge.nvidia.gpu"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -3712,7 +3765,8 @@ jobs:
     uses: ./.github/workflows/_binary-upload.yml
   wheel-py3_12-cuda12_4-build:
     if: ${{ github.repository_owner == 'pytorch' }}
-    runs-on: windows.4xlarge.nonephemeral
+    needs: get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.4xlarge.nonephemeral"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch
@@ -3825,8 +3879,10 @@ jobs:
           .github\scripts\kill_active_ssh_sessions.ps1
   wheel-py3_12-cuda12_4-test:  # Testing
     if: ${{ github.repository_owner == 'pytorch' }}
-    needs: wheel-py3_12-cuda12_4-build
-    runs-on: windows.8xlarge.nvidia.gpu
+    needs:
+      - wheel-py3_12-cuda12_4-build
+      - get-label-type
+    runs-on: "${{ needs.get-label-type.outputs.label-type }}windows.8xlarge.nvidia.gpu"
     timeout-minutes: 240
     env:
       PYTORCH_ROOT: ${{ github.workspace }}/pytorch