benchmark-pipeline.yaml

steps:
  - label: "Wait for container to be ready"
    agents:
      queue: A100
    plugins:
    - kubernetes:
        podSpec:
          containers:
          - image: badouralix/curl-jq
            command:
            - sh .buildkite/nightly-benchmarks/scripts/wait-for-image.sh

  - wait

  - label: "A100"
    # skip: "use this flag to conditionally skip the benchmark step, useful for PR testing"
    agents:
      queue: A100
    plugins:
    - kubernetes:
        podSpec:
          priorityClassName: perf-benchmark
          containers:
          - image: public.ecr.aws/q9t5s3a7/vllm-ci-postmerge-repo:$BUILDKITE_COMMIT
            command:
            - bash .buildkite/nightly-benchmarks/scripts/run-performance-benchmarks.sh
            resources:
              limits:
                nvidia.com/gpu: 8
            volumeMounts:
            - name: devshm
              mountPath: /dev/shm
            env:
            - name: VLLM_USAGE_SOURCE
              value: ci-test
            - name: HF_TOKEN
              valueFrom:
                secretKeyRef:
                  name: hf-token-secret
                  key: token
          nodeSelector:
            nvidia.com/gpu.product: NVIDIA-A100-SXM4-80GB
          volumes:
          - name: devshm
            emptyDir:
              medium: Memory

  - label: "H200"
    # skip: "use this flag to conditionally skip the benchmark step, useful for PR testing"
    agents:
      queue: H200
    plugins:
    - docker#v5.12.0:
        image: public.ecr.aws/q9t5s3a7/vllm-ci-postmerge-repo:$BUILDKITE_COMMIT
        command:
        - bash
        - .buildkite/nightly-benchmarks/scripts/run-performance-benchmarks.sh
        mount-buildkite-agent: true
        propagate-environment: true
        ipc: host
        gpus: 4,5,6,7
        volumes:
          - /data/benchmark-hf-cache:/root/.cache/huggingface
        environment:
        - VLLM_USAGE_SOURCE
        - HF_TOKEN

  - block: "Run H100 Benchmark"
    key: block-h100
    depends_on: ~

  - label: "H100"
    # skip: "use this flag to conditionally skip the benchmark step, useful for PR testing"
    agents:
      queue: H100
    depends_on: block-h100
    plugins:
    - docker#v5.12.0:
        image: public.ecr.aws/q9t5s3a7/vllm-ci-postmerge-repo:$BUILDKITE_COMMIT
        command:
        - bash
        - .buildkite/nightly-benchmarks/scripts/run-performance-benchmarks.sh
        mount-buildkite-agent: true
        propagate-environment: true
        ipc: host
        gpus: all # see CUDA_VISIBLE_DEVICES for actual GPUs used
        volumes:
          - /data/benchmark-hf-cache:/root/.cache/huggingface
        environment:
        - VLLM_USAGE_SOURCE
        - HF_TOKEN