Build and Test #134
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| name: Build and Test | |
| on: | |
| pull_request: | |
| workflow_dispatch: | |
| schedule: | |
| - cron: "0 8 * * *" | |
| jobs: | |
| build: | |
| runs-on: mi300 | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v3 | |
| with: | |
| submodules: "true" | |
| - name: Update IREE | |
| run: | | |
| cd $GITHUB_WORKSPACE/third_party/iree | |
| git submodule update --init | |
| - name: Set up CMake | |
| uses: jwlawson/actions-setup-cmake@v1 | |
| - name: Set up Ninja | |
| uses: ashutoshvarma/setup-ninja@v1 | |
| env: | |
| ACTIONS_ALLOW_UNSECURE_COMMANDS: "true" | |
| - name: Build LLVM Project | |
| run: | | |
| cd $GITHUB_WORKSPACE/third_party/llvm-project | |
| cmake -G Ninja -B $GITHUB_WORKSPACE/third_party/llvm-project/build/ -S llvm -DCMAKE_BUILD_TYPE=Release -DLLVM_ENABLE_PROJECTS="mlir;clang" | |
| cmake --build $GITHUB_WORKSPACE/third_party/llvm-project/build/ | |
| - name: Build IREE Kernels | |
| run: | | |
| cd $GITHUB_WORKSPACE/src/ireekernels | |
| cmake -G Ninja -B $GITHUB_WORKSPACE/src/ireekernelsbuild | |
| cmake --build $GITHUB_WORKSPACE/src/ireekernelsbuild | |
| - name: Build Main Project | |
| run: | | |
| cd $GITHUB_WORKSPACE | |
| CXX=hipcc meson setup build | |
| cd $GITHUB_WORKSPACE/build | |
| sudo ninja | |
| cd $GITHUB_WORKSPACE | |
| mkdir -p results | |
| - name: Set up Python environment | |
| run: | | |
| python3 -m venv $GITHUB_WORKSPACE/venv | |
| source $GITHUB_WORKSPACE/venv/bin/activate | |
| pip install -r $GITHUB_WORKSPACE/gemmbench/requirements.txt | |
| deactivate | |
| - name: Run RocBLAS Benchmarks | |
| run: | | |
| sudo pkill -f gemm-bench | |
| cd $GITHUB_WORKSPACE | |
| source $GITHUB_WORKSPACE/venv/bin/activate | |
| for device in $(seq 3 7); do (sudo $GITHUB_WORKSPACE/build/gemm-bench --device=$device &); done | |
| ./gb run --backends=rocblas --repeat=1 --output=results/rocblas.csv | |
| sudo pkill -f gemm-bench | |
| deactivate | |
| - name: Run HipBLASLt Benchmarks | |
| run: | | |
| sudo pkill -f gemm-bench | |
| cd $GITHUB_WORKSPACE | |
| source $GITHUB_WORKSPACE/venv/bin/activate | |
| for device in $(seq 3 7); do (sudo $GITHUB_WORKSPACE/build/gemm-bench --device=$device &); done | |
| ./gb run --backends=hipblaslt --repeat=1 --output=results/hipblaslt.csv | |
| sudo pkill -f gemm-bench | |
| deactivate | |
| - name: Run IREE Benchmarks | |
| run: | | |
| sudo pkill -f gemm-bench | |
| cd $GITHUB_WORKSPACE | |
| source $GITHUB_WORKSPACE/venv/bin/activate | |
| for device in $(seq 3 7); do (sudo $GITHUB_WORKSPACE/build/gemm-bench --device=$device &); done | |
| ./gb run --backends=iree --repeat=1 --output=results/iree.csv | |
| sudo pkill -f gemm-bench | |
| deactivate | |
| - name: Run SHARK Attention Benchmarks | |
| run: | | |
| sudo pkill -f gemm-bench | |
| cd $GITHUB_WORKSPACE | |
| source $GITHUB_WORKSPACE/venv/bin/activate | |
| for device in $(seq 3 7); do (sudo $GITHUB_WORKSPACE/build/gemm-bench --device=$device &); done | |
| ./gb run --backends=sharkfa --suite=flash_attention --repeat=1 --output=results/sharkfa_llama_sdxl_attention.csv | |
| sudo pkill -f gemm-bench | |
| deactivate | |
| - name: Upload benchmark results | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: benchmark-results | |
| path: ./results/ |