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diff --git a/.github/workflows/windows-cpu.yml b/.github/workflows/windows-cpu.yml
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+name: Windows CPU-only
+
+on:
+  push:
+    branches: [ master ]
+  pull_request:
+    branches: [ master ]
+
+jobs:
+  build-and-upload:
+
+    runs-on: windows-2019
+
+    steps:
+    - name: Checkout
+      uses: actions/checkout@v2
+      with:
+        submodules: recursive
+
+    - name: Download MKL
+      run: |
+        Invoke-WebRequest -Uri https://romang.blob.core.windows.net/mariandev/ci/mkl-2020.1-windows-static.zip -TimeoutSec 600 -OutFile mkl.zip
+        Expand-Archive -Force mkl.zip ${{ github.workspace }}/mkl
+        # Set MKLROOT environment variables so that CMake can find MKL.
+        # GITHUB_WORKSPACE is an environment variable available on all GitHub-hosted runners
+        echo "::set-env name=MKLROOT::$env:GITHUB_WORKSPACE/mkl"
+      shell: powershell
+
+    - name: Prepare vcpkg
+      uses: lukka/run-vcpkg@v2
+      with:
+        vcpkgArguments: protobuf
+        vcpkgGitCommitId: 6185aa76504a5025f36754324abf307cc776f3da
+        vcpkgDirectory: ${{ github.workspace }}/vcpkg/
+        vcpkgTriplet: x64-windows-static
+
+    # Build with a simplified CMake settings JSON file
+    - name: Run CMake
+      uses: lukka/run-cmake@v2
+      with:
+        buildDirectory: ${{ github.workspace }}/build/
+        cmakeAppendedArgs: -G Ninja
+        cmakeListsOrSettingsJson: CMakeSettingsJson
+        # JSON file must be in the same directory as the main CMakeLists.txt
+        cmakeSettingsJsonPath: ${{ github.workspace }}/_CMakeSettingsCI_CPU.json
+        useVcpkgToolchainFile: true
+
+    - name: Run unit tests
+      working-directory: build/Release/
+      run: ctest
+
+    #- name: Print versions
+      #working-directory: build/Release/
+      #run: |
+        #.\marian.exe --version
+        #.\marian-decoder.exe --version
+        #.\marian-scorer.exe --version
+        #.\spm_encode.exe --version
+      #shell: powershell
+
+    # Marian is built with FBGEMM, so there are some restrictions on what CPUs the executables can be run
+    - name: Upload archive
+      uses: actions/upload-artifact@v2
+      with:
+        name: marian-windows-release-static
+        path: build/Release/marian*.exe