Set up benchmark methods to work with either float or double data typ… #349
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| name: Bench | |
| on: | |
| push: | |
| branches: | |
| - main | |
| - develop | |
| pull_request: | |
| branches: | |
| - main | |
| - develop | |
| workflow_dispatch: | |
| jobs: | |
| build_and_test: | |
| if: contains(toJson(github.event.commits), '***NO_CI***') == false && contains(toJson(github.event.commits), '[ci skip]') == false && contains(toJson(github.event.commits), '[skip ci]') == false | |
| name: Benchmark library with backend ${{ matrix.name }} | |
| runs-on: ubuntu-latest | |
| strategy: | |
| fail-fast: false # show all errors for each platform (vs. cancel jobs on error) | |
| matrix: | |
| include: | |
| - name: "Eigen" | |
| backend: "-DRTNEURAL_EIGEN=ON" | |
| - name: "xsimd" | |
| backend: "-DRTNEURAL_XSIMD=ON" | |
| - name: "STL" | |
| backend: "-DRTNEURAL_STL=ON" | |
| steps: | |
| - name: Get latest CMake | |
| uses: lukka/get-cmake@latest | |
| - name: Checkout code | |
| uses: actions/checkout@v2 | |
| with: | |
| submodules: true | |
| - name: Configure | |
| env: | |
| BACKEND_ARG: ${{ matrix.backend }} | |
| shell: bash | |
| run: cmake -Bbuild -DBUILD_BENCH=ON -DCMAKE_BUILD_TYPE=Release $BACKEND_ARG | |
| - name: Build | |
| shell: bash | |
| run: cmake --build build --config Release --parallel | |
| - name: Benchmark Dense | |
| run: | | |
| ./build/rtneural_layer_bench dense 5 4 4 | |
| ./build/rtneural_layer_bench dense 5 16 16 | |
| ./build/rtneural_layer_bench dense 5 24 1 | |
| - name: Benchmark Conv1D | |
| run: | | |
| ./build/rtneural_layer_bench conv1d 5 4 4 | |
| ./build/rtneural_layer_bench conv1d 5 16 16 | |
| - name: Benchmark GRU | |
| run: | | |
| ./build/rtneural_layer_bench gru 5 4 4 | |
| ./build/rtneural_layer_bench gru 5 16 16 | |
| - name: Benchmark LSTM | |
| run: | | |
| ./build/rtneural_layer_bench lstm 5 4 4 | |
| ./build/rtneural_layer_bench lstm 5 16 16 | |
| ./build/rtneural_layer_bench lstm 5 1 24 | |
| - name: Benchmark Tanh | |
| run: | | |
| ./build/rtneural_layer_bench tanh 5 4 4 | |
| ./build/rtneural_layer_bench tanh 5 16 16 | |
| - name: Benchmark ReLu | |
| run: | | |
| ./build/rtneural_layer_bench relu 5 4 4 | |
| ./build/rtneural_layer_bench relu 5 16 16 | |
| - name: Benchmark Sigmoid | |
| run: | | |
| ./build/rtneural_layer_bench sigmoid 5 4 4 | |
| ./build/rtneural_layer_bench sigmoid 5 16 16 | |
| - name: Benchmark Softmax | |
| run: | | |
| ./build/rtneural_layer_bench softmax 5 4 4 | |
| ./build/rtneural_layer_bench softmax 5 16 16 | |
| - name: Benchmark Model | |
| run: | | |
| ./build/rtneural_model_bench |