diff --git a/.github/workflows/test_windows_job.yml b/.github/workflows/test_windows_job.yml
index 4bb8935402..7f4a96329d 100644
--- a/.github/workflows/test_windows_job.yml
+++ b/.github/workflows/test_windows_job.yml
@@ -25,7 +25,7 @@ jobs:
   test-gpu:
     uses: ./.github/workflows/windows_job.yml
     with:
-      runner: windows.8xlarge.nvidia.gpu
+      runner: windows.g4dn.xlarge
       test-infra-repository: ${{ github.repository }}
       test-infra-ref: ${{ github.ref }}
       submodules: ${{ 'true' }}
diff --git a/tools/scripts/generate_binary_build_matrix.py b/tools/scripts/generate_binary_build_matrix.py
index 36cc9cd40b..37165bcaad 100644
--- a/tools/scripts/generate_binary_build_matrix.py
+++ b/tools/scripts/generate_binary_build_matrix.py
@@ -84,7 +84,7 @@
 LINUX_CPU_RUNNER = "linux.2xlarge"
 LINUX_AARCH64_RUNNER = "linux.arm64.2xlarge"
 LINUX_AARCH64_GPU_RUNNER = "linux.arm64.m7g.4xlarge"
-WIN_GPU_RUNNER = "windows.8xlarge.nvidia.gpu"
+WIN_GPU_RUNNER = "windows.g4dn.xlarge"
 WIN_CPU_RUNNER = "windows.4xlarge"
 MACOS_M1_RUNNER = "macos-m1-stable"
 MACOS_RUNNER = "macos-12"
diff --git a/tools/tests/assets/build_matrix_windows_conda_cuda.json b/tools/tests/assets/build_matrix_windows_conda_cuda.json
index 6b117e5e45..03105f5660 100644
--- a/tools/tests/assets/build_matrix_windows_conda_cuda.json
+++ b/tools/tests/assets/build_matrix_windows_conda_cuda.json
@@ -1 +1 @@
-{"include": [{"python_version": "3.9", "gpu_arch_type": "cpu", "gpu_arch_version": "", "desired_cuda": "cpu", "container_image": "pytorch/conda-builder:cpu", "package_type": "conda", "build_name": "conda-py3_9-cpu", "validation_runner": "windows.4xlarge", "channel": "nightly", "stable_version": "2.4.1", "installation": "conda install pytorch torchvision torchaudio cpuonly -c pytorch-nightly"}, {"python_version": "3.9", "gpu_arch_type": "cuda", "gpu_arch_version": "11.8", "desired_cuda": "cu118", "container_image": "pytorch/conda-builder:cuda11.8", "package_type": "conda", "build_name": "conda-py3_9-cuda11_8", "validation_runner": "windows.8xlarge.nvidia.gpu", "channel": "nightly", "stable_version": "2.4.1", "installation": "conda install pytorch torchvision torchaudio pytorch-cuda=11.8 -c pytorch-nightly -c nvidia"}, {"python_version": "3.9", "gpu_arch_type": "cuda", "gpu_arch_version": "12.1", "desired_cuda": "cu121", "container_image": "pytorch/conda-builder:cuda12.1", "package_type": "conda", "build_name": "conda-py3_9-cuda12_1", "validation_runner": "windows.8xlarge.nvidia.gpu", "channel": "nightly", "stable_version": "2.4.1", "installation": "conda install pytorch torchvision torchaudio pytorch-cuda=12.1 -c pytorch-nightly -c nvidia"}, {"python_version": "3.9", "gpu_arch_type": "cuda", "gpu_arch_version": "12.4", "desired_cuda": "cu124", "container_image": "pytorch/conda-builder:cuda12.4", "package_type": "conda", "build_name": "conda-py3_9-cuda12_4", "validation_runner": "windows.8xlarge.nvidia.gpu", "channel": "nightly", "stable_version": "2.4.1", "installation": "conda install pytorch torchvision torchaudio pytorch-cuda=12.4 -c pytorch-nightly -c nvidia"}, {"python_version": "3.10", "gpu_arch_type": "cpu", "gpu_arch_version": "", "desired_cuda": "cpu", "container_image": "pytorch/conda-builder:cpu", "package_type": "conda", "build_name": "conda-py3_10-cpu", "validation_runner": "windows.4xlarge", "channel": "nightly", "stable_version": "2.4.1", "installation": "conda install pytorch torchvision torchaudio cpuonly -c pytorch-nightly"}, {"python_version": "3.10", "gpu_arch_type": "cuda", "gpu_arch_version": "11.8", "desired_cuda": "cu118", "container_image": "pytorch/conda-builder:cuda11.8", "package_type": "conda", "build_name": "conda-py3_10-cuda11_8", "validation_runner": "windows.8xlarge.nvidia.gpu", "channel": "nightly", "stable_version": "2.4.1", "installation": "conda install pytorch torchvision torchaudio pytorch-cuda=11.8 -c pytorch-nightly -c nvidia"}, {"python_version": "3.10", "gpu_arch_type": "cuda", "gpu_arch_version": "12.1", "desired_cuda": "cu121", "container_image": "pytorch/conda-builder:cuda12.1", "package_type": "conda", "build_name": "conda-py3_10-cuda12_1", "validation_runner": "windows.8xlarge.nvidia.gpu", "channel": "nightly", "stable_version": "2.4.1", "installation": "conda install pytorch torchvision torchaudio pytorch-cuda=12.1 -c pytorch-nightly -c nvidia"}, {"python_version": "3.10", "gpu_arch_type": "cuda", "gpu_arch_version": "12.4", "desired_cuda": "cu124", "container_image": "pytorch/conda-builder:cuda12.4", "package_type": "conda", "build_name": "conda-py3_10-cuda12_4", "validation_runner": "windows.8xlarge.nvidia.gpu", "channel": "nightly", "stable_version": "2.4.1", "installation": "conda install pytorch torchvision torchaudio pytorch-cuda=12.4 -c pytorch-nightly -c nvidia"}, {"python_version": "3.11", "gpu_arch_type": "cpu", "gpu_arch_version": "", "desired_cuda": "cpu", "container_image": "pytorch/conda-builder:cpu", "package_type": "conda", "build_name": "conda-py3_11-cpu", "validation_runner": "windows.4xlarge", "channel": "nightly", "stable_version": "2.4.1", "installation": "conda install pytorch torchvision torchaudio cpuonly -c pytorch-nightly"}, {"python_version": "3.11", "gpu_arch_type": "cuda", "gpu_arch_version": "11.8", "desired_cuda": "cu118", "container_image": "pytorch/conda-builder:cuda11.8", "package_type": "conda", "build_name": "conda-py3_11-cuda11_8", "validation_runner": "windows.8xlarge.nvidia.gpu", "channel": "nightly", "stable_version": "2.4.1", "installation": "conda install pytorch torchvision torchaudio pytorch-cuda=11.8 -c pytorch-nightly -c nvidia"}, {"python_version": "3.11", "gpu_arch_type": "cuda", "gpu_arch_version": "12.1", "desired_cuda": "cu121", "container_image": "pytorch/conda-builder:cuda12.1", "package_type": "conda", "build_name": "conda-py3_11-cuda12_1", "validation_runner": "windows.8xlarge.nvidia.gpu", "channel": "nightly", "stable_version": "2.4.1", "installation": "conda install pytorch torchvision torchaudio pytorch-cuda=12.1 -c pytorch-nightly -c nvidia"}, {"python_version": "3.11", "gpu_arch_type": "cuda", "gpu_arch_version": "12.4", "desired_cuda": "cu124", "container_image": "pytorch/conda-builder:cuda12.4", "package_type": "conda", "build_name": "conda-py3_11-cuda12_4", "validation_runner": "windows.8xlarge.nvidia.gpu", "channel": "nightly", "stable_version": "2.4.1", "installation": "conda install pytorch torchvision torchaudio pytorch-cuda=12.4 -c pytorch-nightly -c nvidia"}, {"python_version": "3.12", "gpu_arch_type": "cpu", "gpu_arch_version": "", "desired_cuda": "cpu", "container_image": "pytorch/conda-builder:cpu", "package_type": "conda", "build_name": "conda-py3_12-cpu", "validation_runner": "windows.4xlarge", "channel": "nightly", "stable_version": "2.4.1", "installation": "conda install pytorch torchvision torchaudio cpuonly -c pytorch-nightly"}, {"python_version": "3.12", "gpu_arch_type": "cuda", "gpu_arch_version": "11.8", "desired_cuda": "cu118", "container_image": "pytorch/conda-builder:cuda11.8", "package_type": "conda", "build_name": "conda-py3_12-cuda11_8", "validation_runner": "windows.8xlarge.nvidia.gpu", "channel": "nightly", "stable_version": "2.4.1", "installation": "conda install pytorch torchvision torchaudio pytorch-cuda=11.8 -c pytorch-nightly -c nvidia"}, {"python_version": "3.12", "gpu_arch_type": "cuda", "gpu_arch_version": "12.1", "desired_cuda": "cu121", "container_image": "pytorch/conda-builder:cuda12.1", "package_type": "conda", "build_name": "conda-py3_12-cuda12_1", "validation_runner": "windows.8xlarge.nvidia.gpu", "channel": "nightly", "stable_version": "2.4.1", "installation": "conda install pytorch torchvision torchaudio pytorch-cuda=12.1 -c pytorch-nightly -c nvidia"}, {"python_version": "3.12", "gpu_arch_type": "cuda", "gpu_arch_version": "12.4", "desired_cuda": "cu124", "container_image": "pytorch/conda-builder:cuda12.4", "package_type": "conda", "build_name": "conda-py3_12-cuda12_4", "validation_runner": "windows.8xlarge.nvidia.gpu", "channel": "nightly", "stable_version": "2.4.1", "installation": "conda install pytorch torchvision torchaudio pytorch-cuda=12.4 -c pytorch-nightly -c nvidia"}]}
+{"include": [{"python_version": "3.9", "gpu_arch_type": "cpu", "gpu_arch_version": "", "desired_cuda": "cpu", "container_image": "pytorch/conda-builder:cpu", "package_type": "conda", "build_name": "conda-py3_9-cpu", "validation_runner": "windows.4xlarge", "channel": "nightly", "stable_version": "2.4.1", "installation": "conda install pytorch torchvision torchaudio cpuonly -c pytorch-nightly"}, {"python_version": "3.9", "gpu_arch_type": "cuda", "gpu_arch_version": "11.8", "desired_cuda": "cu118", "container_image": "pytorch/conda-builder:cuda11.8", "package_type": "conda", "build_name": "conda-py3_9-cuda11_8", "validation_runner": "windows.g4dn.xlarge", "channel": "nightly", "stable_version": "2.4.1", "installation": "conda install pytorch torchvision torchaudio pytorch-cuda=11.8 -c pytorch-nightly -c nvidia"}, {"python_version": "3.9", "gpu_arch_type": "cuda", "gpu_arch_version": "12.1", "desired_cuda": "cu121", "container_image": "pytorch/conda-builder:cuda12.1", "package_type": "conda", "build_name": "conda-py3_9-cuda12_1", "validation_runner": "windows.g4dn.xlarge", "channel": "nightly", "stable_version": "2.4.1", "installation": "conda install pytorch torchvision torchaudio pytorch-cuda=12.1 -c pytorch-nightly -c nvidia"}, {"python_version": "3.9", "gpu_arch_type": "cuda", "gpu_arch_version": "12.4", "desired_cuda": "cu124", "container_image": "pytorch/conda-builder:cuda12.4", "package_type": "conda", "build_name": "conda-py3_9-cuda12_4", "validation_runner": "windows.g4dn.xlarge", "channel": "nightly", "stable_version": "2.4.1", "installation": "conda install pytorch torchvision torchaudio pytorch-cuda=12.4 -c pytorch-nightly -c nvidia"}, {"python_version": "3.10", "gpu_arch_type": "cpu", "gpu_arch_version": "", "desired_cuda": "cpu", "container_image": "pytorch/conda-builder:cpu", "package_type": "conda", "build_name": "conda-py3_10-cpu", "validation_runner": "windows.4xlarge", "channel": "nightly", "stable_version": "2.4.1", "installation": "conda install pytorch torchvision torchaudio cpuonly -c pytorch-nightly"}, {"python_version": "3.10", "gpu_arch_type": "cuda", "gpu_arch_version": "11.8", "desired_cuda": "cu118", "container_image": "pytorch/conda-builder:cuda11.8", "package_type": "conda", "build_name": "conda-py3_10-cuda11_8", "validation_runner": "windows.g4dn.xlarge", "channel": "nightly", "stable_version": "2.4.1", "installation": "conda install pytorch torchvision torchaudio pytorch-cuda=11.8 -c pytorch-nightly -c nvidia"}, {"python_version": "3.10", "gpu_arch_type": "cuda", "gpu_arch_version": "12.1", "desired_cuda": "cu121", "container_image": "pytorch/conda-builder:cuda12.1", "package_type": "conda", "build_name": "conda-py3_10-cuda12_1", "validation_runner": "windows.g4dn.xlarge", "channel": "nightly", "stable_version": "2.4.1", "installation": "conda install pytorch torchvision torchaudio pytorch-cuda=12.1 -c pytorch-nightly -c nvidia"}, {"python_version": "3.10", "gpu_arch_type": "cuda", "gpu_arch_version": "12.4", "desired_cuda": "cu124", "container_image": "pytorch/conda-builder:cuda12.4", "package_type": "conda", "build_name": "conda-py3_10-cuda12_4", "validation_runner": "windows.g4dn.xlarge", "channel": "nightly", "stable_version": "2.4.1", "installation": "conda install pytorch torchvision torchaudio pytorch-cuda=12.4 -c pytorch-nightly -c nvidia"}, {"python_version": "3.11", "gpu_arch_type": "cpu", "gpu_arch_version": "", "desired_cuda": "cpu", "container_image": "pytorch/conda-builder:cpu", "package_type": "conda", "build_name": "conda-py3_11-cpu", "validation_runner": "windows.4xlarge", "channel": "nightly", "stable_version": "2.4.1", "installation": "conda install pytorch torchvision torchaudio cpuonly -c pytorch-nightly"}, {"python_version": "3.11", "gpu_arch_type": "cuda", "gpu_arch_version": "11.8", "desired_cuda": "cu118", "container_image": "pytorch/conda-builder:cuda11.8", "package_type": "conda", "build_name": "conda-py3_11-cuda11_8", "validation_runner": "windows.g4dn.xlarge", "channel": "nightly", "stable_version": "2.4.1", "installation": "conda install pytorch torchvision torchaudio pytorch-cuda=11.8 -c pytorch-nightly -c nvidia"}, {"python_version": "3.11", "gpu_arch_type": "cuda", "gpu_arch_version": "12.1", "desired_cuda": "cu121", "container_image": "pytorch/conda-builder:cuda12.1", "package_type": "conda", "build_name": "conda-py3_11-cuda12_1", "validation_runner": "windows.g4dn.xlarge", "channel": "nightly", "stable_version": "2.4.1", "installation": "conda install pytorch torchvision torchaudio pytorch-cuda=12.1 -c pytorch-nightly -c nvidia"}, {"python_version": "3.11", "gpu_arch_type": "cuda", "gpu_arch_version": "12.4", "desired_cuda": "cu124", "container_image": "pytorch/conda-builder:cuda12.4", "package_type": "conda", "build_name": "conda-py3_11-cuda12_4", "validation_runner": "windows.g4dn.xlarge", "channel": "nightly", "stable_version": "2.4.1", "installation": "conda install pytorch torchvision torchaudio pytorch-cuda=12.4 -c pytorch-nightly -c nvidia"}, {"python_version": "3.12", "gpu_arch_type": "cpu", "gpu_arch_version": "", "desired_cuda": "cpu", "container_image": "pytorch/conda-builder:cpu", "package_type": "conda", "build_name": "conda-py3_12-cpu", "validation_runner": "windows.4xlarge", "channel": "nightly", "stable_version": "2.4.1", "installation": "conda install pytorch torchvision torchaudio cpuonly -c pytorch-nightly"}, {"python_version": "3.12", "gpu_arch_type": "cuda", "gpu_arch_version": "11.8", "desired_cuda": "cu118", "container_image": "pytorch/conda-builder:cuda11.8", "package_type": "conda", "build_name": "conda-py3_12-cuda11_8", "validation_runner": "windows.g4dn.xlarge", "channel": "nightly", "stable_version": "2.4.1", "installation": "conda install pytorch torchvision torchaudio pytorch-cuda=11.8 -c pytorch-nightly -c nvidia"}, {"python_version": "3.12", "gpu_arch_type": "cuda", "gpu_arch_version": "12.1", "desired_cuda": "cu121", "container_image": "pytorch/conda-builder:cuda12.1", "package_type": "conda", "build_name": "conda-py3_12-cuda12_1", "validation_runner": "windows.g4dn.xlarge", "channel": "nightly", "stable_version": "2.4.1", "installation": "conda install pytorch torchvision torchaudio pytorch-cuda=12.1 -c pytorch-nightly -c nvidia"}, {"python_version": "3.12", "gpu_arch_type": "cuda", "gpu_arch_version": "12.4", "desired_cuda": "cu124", "container_image": "pytorch/conda-builder:cuda12.4", "package_type": "conda", "build_name": "conda-py3_12-cuda12_4", "validation_runner": "windows.g4dn.xlarge", "channel": "nightly", "stable_version": "2.4.1", "installation": "conda install pytorch torchvision torchaudio pytorch-cuda=12.4 -c pytorch-nightly -c nvidia"}]}
diff --git a/tools/tests/assets/build_matrix_windows_wheel_cuda.json b/tools/tests/assets/build_matrix_windows_wheel_cuda.json
index 1e576717c8..14ac43b44b 100644
--- a/tools/tests/assets/build_matrix_windows_wheel_cuda.json
+++ b/tools/tests/assets/build_matrix_windows_wheel_cuda.json
@@ -1 +1 @@
-{"include": [{"python_version": "3.9", "gpu_arch_type": "cpu", "gpu_arch_version": "", "desired_cuda": "cpu", "container_image": "pytorch/manylinux-builder:cpu", "package_type": "wheel", "build_name": "wheel-py3_9-cpu", "validation_runner": "windows.4xlarge", "installation": "pip3 install --pre torch torchvision torchaudio --index-url https://download.pytorch.org/whl/nightly/cpu", "channel": "nightly", "upload_to_base_bucket": "no", "stable_version": "2.4.1", "use_split_build": false}, {"python_version": "3.9", "gpu_arch_type": "cuda", "gpu_arch_version": "11.8", "desired_cuda": "cu118", "container_image": "pytorch/manylinux-builder:cuda11.8", "package_type": "wheel", "build_name": "wheel-py3_9-cuda11_8", "validation_runner": "windows.8xlarge.nvidia.gpu", "installation": "pip3 install --pre torch torchvision torchaudio --index-url https://download.pytorch.org/whl/nightly/cu118", "channel": "nightly", "upload_to_base_bucket": "no", "stable_version": "2.4.1", "use_split_build": false}, {"python_version": "3.9", "gpu_arch_type": "cuda", "gpu_arch_version": "12.1", "desired_cuda": "cu121", "container_image": "pytorch/manylinux-builder:cuda12.1", "package_type": "wheel", "build_name": "wheel-py3_9-cuda12_1", "validation_runner": "windows.8xlarge.nvidia.gpu", "installation": "pip3 install --pre torch torchvision torchaudio --index-url https://download.pytorch.org/whl/nightly/cu121", "channel": "nightly", "upload_to_base_bucket": "no", "stable_version": "2.4.1", "use_split_build": false}, {"python_version": "3.9", "gpu_arch_type": "cuda", "gpu_arch_version": "12.4", "desired_cuda": "cu124", "container_image": "pytorch/manylinux-builder:cuda12.4", "package_type": "wheel", "build_name": "wheel-py3_9-cuda12_4", "validation_runner": "windows.8xlarge.nvidia.gpu", "installation": "pip3 install --pre torch torchvision torchaudio --index-url https://download.pytorch.org/whl/nightly/cu124", "channel": "nightly", "upload_to_base_bucket": "no", "stable_version": "2.4.1", "use_split_build": false}, {"python_version": "3.10", "gpu_arch_type": "cpu", "gpu_arch_version": "", "desired_cuda": "cpu", "container_image": "pytorch/manylinux-builder:cpu", "package_type": "wheel", "build_name": "wheel-py3_10-cpu", "validation_runner": "windows.4xlarge", "installation": "pip3 install --pre torch torchvision torchaudio --index-url https://download.pytorch.org/whl/nightly/cpu", "channel": "nightly", "upload_to_base_bucket": "no", "stable_version": "2.4.1", "use_split_build": false}, {"python_version": "3.10", "gpu_arch_type": "cuda", "gpu_arch_version": "11.8", "desired_cuda": "cu118", "container_image": "pytorch/manylinux-builder:cuda11.8", "package_type": "wheel", "build_name": "wheel-py3_10-cuda11_8", "validation_runner": "windows.8xlarge.nvidia.gpu", "installation": "pip3 install --pre torch torchvision torchaudio --index-url https://download.pytorch.org/whl/nightly/cu118", "channel": "nightly", "upload_to_base_bucket": "no", "stable_version": "2.4.1", "use_split_build": false}, {"python_version": "3.10", "gpu_arch_type": "cuda", "gpu_arch_version": "12.1", "desired_cuda": "cu121", "container_image": "pytorch/manylinux-builder:cuda12.1", "package_type": "wheel", "build_name": "wheel-py3_10-cuda12_1", "validation_runner": "windows.8xlarge.nvidia.gpu", "installation": "pip3 install --pre torch torchvision torchaudio --index-url https://download.pytorch.org/whl/nightly/cu121", "channel": "nightly", "upload_to_base_bucket": "no", "stable_version": "2.4.1", "use_split_build": false}, {"python_version": "3.10", "gpu_arch_type": "cuda", "gpu_arch_version": "12.4", "desired_cuda": "cu124", "container_image": "pytorch/manylinux-builder:cuda12.4", "package_type": "wheel", "build_name": "wheel-py3_10-cuda12_4", "validation_runner": "windows.8xlarge.nvidia.gpu", "installation": "pip3 install --pre torch torchvision torchaudio --index-url https://download.pytorch.org/whl/nightly/cu124", "channel": "nightly", "upload_to_base_bucket": "no", 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