CI: Move triton and sglang from mi325 to mi355 #612
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| name: vLLM Benchmark | |
| on: | |
| push: | |
| branches: [main] | |
| pull_request: | |
| branches: [main] | |
| workflow_dispatch: | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.ref }} | |
| cancel-in-progress: true | |
| env: | |
| VLLM_BRANCH: "main" | |
| VLLM_REPOSITORY_URL: "https://github.com/vllm-project/vllm" | |
| BASE_IMAGE: rocm/vllm-dev:nightly | |
| GITHUB_REPO_URL: ${{ github.event.pull_request.head.repo.clone_url || 'https://github.com/ROCm/aiter.git' }} | |
| GITHUB_COMMIT_SHA: ${{ github.event.pull_request.head.sha || github.event.head_commit.id }} | |
| jobs: | |
| build_vllm_image: | |
| if: ${{ !github.event.pull_request.head.repo.fork }} | |
| runs-on: aiter-k8s-build | |
| steps: | |
| - name: Checkout aiter repo | |
| uses: actions/checkout@v4 | |
| - name: Sync submodules | |
| run: | | |
| set -e | |
| git submodule sync | |
| git submodule update --init --recursive --depth 1 --jobs 4 | |
| - name: Docker login | |
| run: docker login -u rocmshared -p ${{ secrets.DOCKER_PASSWORD }} | |
| - name: Download the vLLM base image | |
| run: | | |
| docker pull ${{ env.BASE_IMAGE }} | |
| - name: Generate Dockerfile | |
| run: | | |
| cat <<EOF > Dockerfile.mod | |
| FROM ${{ env.BASE_IMAGE }} | |
| RUN echo "=== Aiter version BEFORE uninstall ===" && pip show aiter || true | |
| RUN pip uninstall -y aiter | |
| RUN pip install --upgrade "pybind11>=3.0.1" | |
| RUN pip show pybind11 | |
| RUN git clone ${{ env.GITHUB_REPO_URL}} /aiter && \\ | |
| cd /aiter && \\ | |
| git checkout ${{ env.GITHUB_COMMIT_SHA }} && \\ | |
| git submodule sync && git submodule update --init --recursive && \\ | |
| python3 setup.py develop | |
| RUN echo "=== Aiter version AFTER installation ===" && pip show aiter || true | |
| EOF | |
| - name: Show Dockerfile | |
| run: cat Dockerfile.mod | |
| - name: Build Docker image | |
| run: | | |
| IMAGE_TAG=rocm/aiter-ci:${{ env.GITHUB_COMMIT_SHA }} | |
| docker build -t $IMAGE_TAG -f Dockerfile.mod . | |
| - name: Push Docker image | |
| run: | | |
| IMAGE_TAG=rocm/aiter-ci:${{ env.GITHUB_COMMIT_SHA }} | |
| docker push $IMAGE_TAG | |
| - name: Success message | |
| run: | | |
| echo "Successfully prepared image: rocm/aiter-ci:${{ env.GITHUB_COMMIT_SHA }}" | |
| vllm_benchmark: | |
| if: ${{ !github.event.pull_request.head.repo.fork }} | |
| runs-on: aiter-8gpu-runner | |
| needs: build_vllm_image | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| model: | |
| - 'mistralai/Mixtral-8x7B-Instruct-v0.1' | |
| - 'deepseek-ai/DeepSeek-R1' | |
| kv_cache_dtype: | |
| - 'default_kvcache' | |
| - 'fp8_kvcache' | |
| exclude: | |
| - model: 'deepseek-ai/DeepSeek-R1' | |
| kv_cache_dtype: 'fp8_kvcache' | |
| steps: | |
| - name: Checkout aiter repo | |
| uses: actions/checkout@v4 | |
| - name: Checkout vLLM repo with retry | |
| uses: nick-fields/retry@v2 | |
| with: | |
| timeout_minutes: 20 | |
| max_attempts: 3 | |
| command: | | |
| git clone --depth=1 --branch ${{ env.VLLM_BRANCH }} ${{ env.VLLM_REPOSITORY_URL }} | |
| - name: Docker login | |
| run: docker login -u rocmshared -p ${{ secrets.DOCKER_PASSWORD }} | |
| - name: Download the vLLM image | |
| run: | | |
| docker pull rocm/aiter-ci:${{ env.GITHUB_COMMIT_SHA }} | |
| - name: Clean up Rocm processes | |
| run: | | |
| ./.github/scripts/clean_up_rocm.sh | |
| - name: Run benchmarks | |
| run: | | |
| set -x -o pipefail | |
| echo "Starting benchmark for model: ${{ matrix.model }} with kv_cache_dtype: ${{ matrix.kv_cache_dtype }}" | |
| logFile="result_$(echo '${{ matrix.model }}' | sed 's/\//_/g')_kv_${{ matrix.kv_cache_dtype }}.log" | |
| if [[ "${{ matrix.model }}" == *DeepSeek* ]]; then | |
| extraArgs="--block-size 1" | |
| else | |
| extraArgs="" | |
| fi | |
| if [[ "${{ matrix.kv_cache_dtype }}" == "fp8_kvcache" ]]; then | |
| extraArgs="${extraArgs} --kv-cache-dtype fp8" | |
| fi | |
| docker run --rm --device=/dev/kfd --device=/dev/dri --group-add video \ | |
| --ulimit core=0:0 --ulimit memlock=-1:-1 --ulimit stack=67108864 --cap-add=SYS_PTRACE \ | |
| --network=host --security-opt seccomp=unconfined --shm-size=16G \ | |
| -e HF_TOKEN=${{ secrets.HF_TOKEN_TEST }} -e VLLM_ROCM_USE_AITER=1 \ | |
| rocm/aiter-ci:${{ env.GITHUB_COMMIT_SHA }} python -m vllm.entrypoints.cli.main bench latency \ | |
| --model "${{ matrix.model }}" \ | |
| --batch-size 123 --input-len 456 --output-len 78 \ | |
| --num-iters-warmup 3 --num-iters 10 \ | |
| -tp 8 --load-format dummy ${extraArgs} |& tee ${logFile} | |
| grep "Avg latency:" ${logFile} | awk '{print $3}' | |
| - name: Clean up Rocm processes | |
| if: always() | |
| run: | | |
| ./.github/scripts/clean_up_rocm.sh | |
| skip-job: | |
| if: ${{ github.event.pull_request.head.repo.fork }} | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Skip reason | |
| run: echo "It's a fork repository, skipping tests." |