diff --git a/.github/scripts/validate_binaries.sh b/.github/scripts/validate_binaries.sh
new file mode 100755
index 000000000..d08931fc9
--- /dev/null
+++ b/.github/scripts/validate_binaries.sh
@@ -0,0 +1,24 @@
+#!/usr/bin/env bash
+set -ex
+
+if [[ ${TARGET_OS} == 'windows' ]]; then
+    source /c/Jenkins/Miniconda3/etc/profile.d/conda.sh
+else
+    eval "$(conda shell.bash hook)"
+fi
+
+if [[ ${PACKAGE_TYPE} == "libtorch" ]]; then
+    curl ${INSTALLATION} -o libtorch.zip
+    unzip libtorch.zip
+else
+    conda create -y -n ${ENV_NAME} python=${DESIRED_PYTHON} numpy pillow
+    conda activate ${ENV_NAME}
+    export CONDA_LIBRARY_PATH="$(dirname $(which python))/../lib"
+    export LD_LIBRARY_PATH=$CONDA_LIBRARY_PATH:$LD_LIBRARY_PATH
+    INSTALLATION=${INSTALLATION/"conda install"/"conda install -y"}
+    eval $INSTALLATION
+    python  ./test/smoke_test/smoke_test.py
+    if [[ ${TARGET_OS} != 'macos' && ${TARGET_OS} != 'windows' ]]; then
+        ${PWD}/check_binary.sh
+    fi
+fi
diff --git a/.github/workflows/validate-linux-binaries.yml b/.github/workflows/validate-linux-binaries.yml
index a8f12c0ea..da9c60291 100644
--- a/.github/workflows/validate-linux-binaries.yml
+++ b/.github/workflows/validate-linux-binaries.yml
@@ -61,17 +61,4 @@ jobs:
         export DESIRED_DEVTOOLSET="${{ matrix.devtoolset }}"
         export PACKAGE_TYPE="${{ matrix.package_type }}"
         export TARGET_OS="linux"
-        conda create -y -n ${ENV_NAME} python=${{ matrix.python_version }} numpy pillow
-        conda activate ${ENV_NAME}
-        export CONDA_LIBRARY_PATH="$(dirname $(which python))/../lib"
-        export LD_LIBRARY_PATH=$CONDA_LIBRARY_PATH:$LD_LIBRARY_PATH
-
-        if [[ ${{ matrix.package_type }} == "libtorch" ]]; then
-          curl ${{ matrix.installation }} -o libtorch.zip
-          unzip libtorch.zip
-        else
-          INSTALLATION=${INSTALLATION/"conda install"/"conda install -y"}
-          eval $INSTALLATION
-          python  ./test/smoke_test/smoke_test.py
-          ${PWD}/check_binary.sh
-        fi
+        ./.github/scripts/validate_binaries.sh
diff --git a/.github/workflows/validate-macos-binaries.yml b/.github/workflows/validate-macos-binaries.yml
index 8cfac3f50..c79bb307c 100644
--- a/.github/workflows/validate-macos-binaries.yml
+++ b/.github/workflows/validate-macos-binaries.yml
@@ -67,20 +67,7 @@ jobs:
         export DESIRED_DEVTOOLSET="${{ matrix.devtoolset }}"
         export PACKAGE_TYPE="${{ matrix.package_type }}"
         export TARGET_OS="macos"
-        export LD_LIBRARY_PATH="$(dirname $(which python))/../lib"
-        export LD_LIBRARY_PATH=${LD_LIBRARY_PATH}:/usr/local/cuda/lib
-        conda create -y -n ${ENV_NAME} python=${{ matrix.python_version }} numpy pillow
-        conda activate ${ENV_NAME}
-
-
-        if [[ ${{ matrix.package_type }} == "libtorch" ]]; then
-          curl ${{ matrix.installation }} -o libtorch.zip
-          unzip libtorch.zip
-        else
-          eval $INSTALLATION
-          python  ./test/smoke_test/smoke_test.py
-          ${PWD}/check_binary.sh
-        fi
+        ./.github/scripts/validate_binaries.sh
 
   macos-arm64:
     needs: generate-macos-arm64-matrix
@@ -104,11 +91,5 @@ jobs:
         export DESIRED_PYTHON="${{ matrix.python_version }}"
         export DESIRED_CUDA="${{ matrix.desired_cuda }}"
         export PACKAGE_TYPE="${{ matrix.package_type }}"
-        export TARGET_OS="macos"
-        export LD_LIBRARY_PATH="$(dirname $(which python))/../lib"
-        export LD_LIBRARY_PATH=${LD_LIBRARY_PATH}:/usr/local/cuda/lib
-        conda create -y -n ${ENV_NAME} python=${{ matrix.python_version }} numpy pillow
-        conda activate ${ENV_NAME}
-        eval $INSTALLATION
-        python  ./test/smoke_test/smoke_test.py
-        ${PWD}/check_binary.sh
+        export TARGET_OS="macos-arm64"
+        ./.github/scripts/validate_binaries.sh
diff --git a/.github/workflows/validate-windows-binaries.yml b/.github/workflows/validate-windows-binaries.yml
index 7ab7bf3b2..4d93e5db8 100644
--- a/.github/workflows/validate-windows-binaries.yml
+++ b/.github/workflows/validate-windows-binaries.yml
@@ -56,13 +56,9 @@ jobs:
         export GPU_ARCH_TYPE="${{ matrix.gpu_arch_type }}"
         export INSTALLATION="${{ matrix.installation }}"
         export CUDA_VER="${{ matrix.desired_cuda }}"
-
-        if [[ ${{ matrix.package_type }} == "libtorch" ]]; then
-          curl ${{ matrix.installation }} -o libtorch.zip
-          unzip libtorch.zip
-        else
-          conda create -y -n ${ENV_NAME} python=${{ matrix.python_version }} numpy pillow
-          conda activate ${ENV_NAME}
-          eval $INSTALLATION
-          python ./test/smoke_test/smoke_test.py
-        fi
+        export DESIRED_PYTHON="${{ matrix.python_version }}"
+        export DESIRED_CUDA="${{ matrix.desired_cuda }}"
+        export DESIRED_DEVTOOLSET="${{ matrix.devtoolset }}"
+        export PACKAGE_TYPE="${{ matrix.package_type }}"
+        export TARGET_OS="windows"
+        ./.github/scripts/validate_binaries.sh