vllm/.buildkite/nightly-benchmarks/nightly-pipeline.yaml

120 lines
3.1 KiB
YAML

common_pod_spec: &common_pod_spec
priorityClassName: perf-benchmark
nodeSelector:
nvidia.com/gpu.product: NVIDIA-A100-SXM4-80GB
volumes:
- name: devshm
emptyDir:
medium: Memory
- name: hf-cache
hostPath:
path: /root/.cache/huggingface
type: Directory
common_container_settings: &common_container_settings
command:
- bash .buildkite/nightly-benchmarks/run-nightly-suite.sh
resources:
limits:
nvidia.com/gpu: 8
volumeMounts:
- name: devshm
mountPath: /dev/shm
- name: hf-cache
mountPath: /root/.cache/huggingface
env:
- name: VLLM_USAGE_SOURCE
value: ci-test
- name: HF_HOME
value: /root/.cache/huggingface
- name: VLLM_SOURCE_CODE_LOC
value: /workspace/build/buildkite/vllm/performance-benchmark
- name: HF_TOKEN
valueFrom:
secretKeyRef:
name: hf-token-secret
key: token
steps:
- block: ":rocket: Ready for comparing vllm against alternatives? This will take 4 hours."
- label: "A100 trt benchmark"
priority: 100
agents:
queue: A100
plugins:
- kubernetes:
podSpec:
<<: *common_pod_spec
containers:
- image: nvcr.io/nvidia/tritonserver:24.04-trtllm-python-py3
<<: *common_container_settings
- label: "A100 lmdeploy benchmark"
priority: 100
agents:
queue: A100
plugins:
- kubernetes:
podSpec:
<<: *common_pod_spec
containers:
- image: openmmlab/lmdeploy:v0.5.0
<<: *common_container_settings
- label: "A100 vllm benchmark"
priority: 100
agents:
queue: A100
plugins:
- kubernetes:
podSpec:
<<: *common_pod_spec
containers:
- image: vllm/vllm-openai:latest
<<: *common_container_settings
- label: "A100 tgi benchmark"
priority: 100
agents:
queue: A100
plugins:
- kubernetes:
podSpec:
<<: *common_pod_spec
containers:
- image: ghcr.io/huggingface/text-generation-inference:2.1
<<: *common_container_settings
- wait
- label: "Plot"
priority: 100
agents:
queue: A100
plugins:
- kubernetes:
podSpec:
<<: *common_pod_spec
containers:
- image: vllm/vllm-openai:v0.5.0.post1
command:
- bash .buildkite/nightly-benchmarks/scripts/nightly-annotate.sh
resources:
limits:
nvidia.com/gpu: 8
volumeMounts:
- name: devshm
mountPath: /dev/shm
env:
- name: VLLM_USAGE_SOURCE
value: ci-test
- name: VLLM_SOURCE_CODE_LOC
value: /workspace/build/buildkite/vllm/performance-benchmark
- name: HF_TOKEN
valueFrom:
secretKeyRef:
name: hf-token-secret
key: token
- wait