Cherry pick [ROCm] [CI] [Release] Rocm wheel pipeline with sccache #32264
Signed-off-by: Kevin H. Luu <khluu000@gmail.com>
This commit is contained in:
TJian
@@ -214,3 +214,365 @@ steps:
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env:
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DOCKER_BUILDKIT: "1"
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DOCKERHUB_USERNAME: "vllmbot"
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# =============================================================================
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# ROCm Release Pipeline (x86_64 only)
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# =============================================================================
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#
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# vLLM version is determined by the Buildkite checkout (like CUDA pipeline).
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# To build a specific version, trigger the build from that branch/tag.
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#
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# Environment variables for ROCm builds (set via Buildkite UI or schedule):
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# ROCM_PYTHON_VERSION: Python version (default: 3.12)
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# PYTORCH_ROCM_ARCH: GPU architectures (default: gfx90a;gfx942;gfx950;gfx1100;gfx1101;gfx1200;gfx1201;gfx1150;gfx1151)
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# ROCM_UPLOAD_WHEELS: Upload to S3 (default: false for nightly, true for releases)
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# ROCM_FORCE_REBUILD: Force rebuild base wheels, ignore S3 cache (default: false)
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#
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# Note: ROCm version is determined by BASE_IMAGE in docker/Dockerfile.rocm_base
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# (currently rocm/dev-ubuntu-22.04:7.1-complete)
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#
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# =============================================================================
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# ROCm Input Step - Collect build configuration (manual trigger only)
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- input: "ROCm Wheel Release Build Configuration"
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key: input-rocm-config
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depends_on: ~
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if: build.source == "ui"
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fields:
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- text: "Python Version"
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key: "rocm-python-version"
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default: "3.12"
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hint: "Python version (e.g., 3.12)"
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- text: "GPU Architectures"
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key: "rocm-pytorch-rocm-arch"
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default: "gfx90a;gfx942;gfx950;gfx1100;gfx1101;gfx1200;gfx1201;gfx1150;gfx1151"
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hint: "Semicolon-separated GPU architectures"
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- select: "Upload Wheels to S3"
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key: "rocm-upload-wheels"
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default: "true"
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options:
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- label: "No - Build only (nightly/dev)"
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value: "false"
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- label: "Yes - Upload to S3 (release)"
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value: "true"
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- select: "Force Rebuild Base Wheels"
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key: "rocm-force-rebuild"
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default: "false"
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hint: "Ignore S3 cache and rebuild base wheels from scratch"
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options:
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- label: "No - Use cached wheels if available"
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value: "false"
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- label: "Yes - Rebuild even if cache exists"
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value: "true"
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# ROCm Job 1: Build ROCm Base Wheels (with S3 caching)
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- label: ":rocm: Build ROCm Base Wheels"
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id: build-rocm-base-wheels
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depends_on:
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- step: input-rocm-config
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allow_failure: true # Allow failure so non-UI builds can proceed (input step is skipped)
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agents:
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queue: cpu_queue_postmerge
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commands:
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# Set configuration and check cache
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- |
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set -euo pipefail
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# Get values from meta-data (set by input step) or use defaults
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PYTHON_VERSION="$$(buildkite-agent meta-data get rocm-python-version 2>/dev/null || echo '')"
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export PYTHON_VERSION="$${PYTHON_VERSION:-3.12}"
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PYTORCH_ROCM_ARCH="$$(buildkite-agent meta-data get rocm-pytorch-rocm-arch 2>/dev/null || echo '')"
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export PYTORCH_ROCM_ARCH="$${PYTORCH_ROCM_ARCH:-gfx90a;gfx942;gfx950;gfx1100;gfx1101;gfx1200;gfx1201;gfx1150;gfx1151}"
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# Check for force rebuild flag
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ROCM_FORCE_REBUILD="$${ROCM_FORCE_REBUILD:-}"
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if [ -z "$${ROCM_FORCE_REBUILD}" ]; then
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ROCM_FORCE_REBUILD="$$(buildkite-agent meta-data get rocm-force-rebuild 2>/dev/null || echo '')"
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fi
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echo "========================================"
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echo "ROCm Base Wheels Build Configuration"
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echo "========================================"
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echo " PYTHON_VERSION: $${PYTHON_VERSION}"
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echo " PYTORCH_ROCM_ARCH: $${PYTORCH_ROCM_ARCH}"
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echo " ROCM_FORCE_REBUILD: $${ROCM_FORCE_REBUILD:-false}"
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echo "========================================"
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# Save resolved config for later jobs
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buildkite-agent meta-data set "rocm-python-version" "$${PYTHON_VERSION}"
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buildkite-agent meta-data set "rocm-pytorch-rocm-arch" "$${PYTORCH_ROCM_ARCH}"
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# Check S3 cache for pre-built wheels
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CACHE_KEY=$$(.buildkite/scripts/cache-rocm-base-wheels.sh key)
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CACHE_PATH=$$(.buildkite/scripts/cache-rocm-base-wheels.sh path)
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echo ""
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echo "Cache key: $${CACHE_KEY}"
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echo "Cache path: $${CACHE_PATH}"
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# Save cache key for downstream jobs
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buildkite-agent meta-data set "rocm-cache-key" "$${CACHE_KEY}"
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CACHE_STATUS="miss"
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if [ "$${ROCM_FORCE_REBUILD}" != "true" ]; then
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CACHE_STATUS=$$(.buildkite/scripts/cache-rocm-base-wheels.sh check)
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else
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echo "Force rebuild requested, skipping cache check"
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fi
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if [ "$${CACHE_STATUS}" = "hit" ]; then
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echo ""
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echo "CACHE HIT! Downloading pre-built wheels..."
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echo ""
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.buildkite/scripts/cache-rocm-base-wheels.sh download
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# Set the S3 path for the cached Docker image (for Job 2 to download)
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S3_ARTIFACT_PATH="s3://$${S3_BUCKET}/rocm/cache/$${CACHE_KEY}"
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buildkite-agent meta-data set "rocm-docker-image-s3-path" "$${S3_ARTIFACT_PATH}/rocm-base-image.tar.gz"
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# Mark that we used cache (for Docker image handling)
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buildkite-agent meta-data set "rocm-used-cache" "true"
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echo ""
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echo "Cache download complete. Skipping Docker build."
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echo "Docker image will be downloaded from: $${S3_ARTIFACT_PATH}/rocm-base-image.tar.gz"
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else
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echo ""
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echo "CACHE MISS. Building from scratch..."
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echo ""
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# Build full base image (for later vLLM build)
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DOCKER_BUILDKIT=1 docker buildx build \
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--file docker/Dockerfile.rocm_base \
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--tag rocm/vllm-dev:base-$${BUILDKITE_BUILD_NUMBER} \
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--build-arg PYTORCH_ROCM_ARCH="$${PYTORCH_ROCM_ARCH}" \
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--build-arg PYTHON_VERSION="$${PYTHON_VERSION}" \
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--build-arg USE_SCCACHE=1 \
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--build-arg SCCACHE_BUCKET_NAME=vllm-build-sccache \
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--build-arg SCCACHE_REGION_NAME=us-west-2 \
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--build-arg SCCACHE_S3_NO_CREDENTIALS=0 \
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--load \
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.
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# Build debs_wheel_release stage for wheel extraction
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DOCKER_BUILDKIT=1 docker buildx build \
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--file docker/Dockerfile.rocm_base \
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--tag rocm-base-debs:$${BUILDKITE_BUILD_NUMBER} \
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--target debs_wheel_release \
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--build-arg PYTORCH_ROCM_ARCH="$${PYTORCH_ROCM_ARCH}" \
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--build-arg PYTHON_VERSION="$${PYTHON_VERSION}" \
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--build-arg USE_SCCACHE=1 \
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--build-arg SCCACHE_BUCKET_NAME=vllm-build-sccache \
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--build-arg SCCACHE_REGION_NAME=us-west-2 \
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--build-arg SCCACHE_S3_NO_CREDENTIALS=0 \
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--load \
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.
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# Extract wheels from Docker image
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mkdir -p artifacts/rocm-base-wheels
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container_id=$$(docker create rocm-base-debs:$${BUILDKITE_BUILD_NUMBER})
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docker cp $${container_id}:/app/debs/. artifacts/rocm-base-wheels/
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docker rm $${container_id}
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echo "Extracted base wheels:"
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ls -lh artifacts/rocm-base-wheels/
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# Upload wheels to S3 cache for future builds
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echo ""
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echo "Uploading wheels to S3 cache..."
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.buildkite/scripts/cache-rocm-base-wheels.sh upload
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# Export base Docker image for reuse in vLLM build
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mkdir -p artifacts/rocm-docker-image
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docker save rocm/vllm-dev:base-$${BUILDKITE_BUILD_NUMBER} | gzip > artifacts/rocm-docker-image/rocm-base-image.tar.gz
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echo "Docker image size:"
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ls -lh artifacts/rocm-docker-image/
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# Upload large Docker image to S3 (also cached by cache key)
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S3_ARTIFACT_PATH="s3://$${S3_BUCKET}/rocm/cache/$${CACHE_KEY}"
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echo "Uploading Docker image to $${S3_ARTIFACT_PATH}/"
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aws s3 cp artifacts/rocm-docker-image/rocm-base-image.tar.gz "$${S3_ARTIFACT_PATH}/rocm-base-image.tar.gz"
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# Save the S3 path for downstream jobs
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buildkite-agent meta-data set "rocm-docker-image-s3-path" "$${S3_ARTIFACT_PATH}/rocm-base-image.tar.gz"
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# Mark that we did NOT use cache
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buildkite-agent meta-data set "rocm-used-cache" "false"
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echo ""
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echo "Build complete. Wheels cached for future builds."
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fi
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artifact_paths:
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- "artifacts/rocm-base-wheels/*.whl"
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env:
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DOCKER_BUILDKIT: "1"
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S3_BUCKET: "vllm-wheels"
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# ROCm Job 2: Build vLLM ROCm Wheel
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- label: ":python: Build vLLM ROCm Wheel"
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id: build-rocm-vllm-wheel
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depends_on:
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- step: build-rocm-base-wheels
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allow_failure: false
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agents:
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queue: cpu_queue_postmerge
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timeout_in_minutes: 180
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commands:
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# Download artifacts and prepare Docker image
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- |
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set -euo pipefail
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# Ensure git tags are up-to-date (Buildkite's default fetch doesn't update tags)
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# This fixes version detection when tags are moved/force-pushed
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echo "Fetching latest tags from origin..."
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git fetch --tags --force origin
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# Log tag information for debugging version detection
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echo "========================================"
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echo "Git Tag Verification"
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echo "========================================"
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echo "Current HEAD: $(git rev-parse HEAD)"
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echo "git describe --tags: $(git describe --tags 2>/dev/null || echo 'No tags found')"
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echo ""
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echo "Recent tags (pointing to commits near HEAD):"
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git tag -l --sort=-creatordate | head -5
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echo "setuptools_scm version detection:"
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pip install -q setuptools_scm 2>/dev/null || true
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python3 -c "import setuptools_scm; print(' Detected version:', setuptools_scm.get_version())" 2>/dev/null || echo " (setuptools_scm not available in this environment)"
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echo "========================================"
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# Download wheel artifacts from current build
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echo "Downloading wheel artifacts from current build"
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buildkite-agent artifact download "artifacts/rocm-base-wheels/*.whl" .
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# Download Docker image from S3 (too large for Buildkite artifacts)
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DOCKER_IMAGE_S3_PATH="$$(buildkite-agent meta-data get rocm-docker-image-s3-path 2>/dev/null || echo '')"
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if [ -z "$${DOCKER_IMAGE_S3_PATH}" ]; then
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echo "ERROR: rocm-docker-image-s3-path metadata not found"
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echo "This should have been set by the build-rocm-base-wheels job"
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exit 1
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fi
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echo "Downloading Docker image from $${DOCKER_IMAGE_S3_PATH}"
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mkdir -p artifacts/rocm-docker-image
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aws s3 cp "$${DOCKER_IMAGE_S3_PATH}" artifacts/rocm-docker-image/rocm-base-image.tar.gz
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# Load base Docker image and capture the tag
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echo "Loading base Docker image..."
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LOAD_OUTPUT=$$(gunzip -c artifacts/rocm-docker-image/rocm-base-image.tar.gz | docker load)
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echo "$${LOAD_OUTPUT}"
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# Extract the actual loaded image tag from "Loaded image: <tag>" output
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# This avoids picking up stale images (like rocm/vllm-dev:nightly) already on the agent
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BASE_IMAGE_TAG=$$(echo "$${LOAD_OUTPUT}" | grep "Loaded image:" | sed 's/Loaded image: //')
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if [ -z "$${BASE_IMAGE_TAG}" ]; then
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echo "ERROR: Failed to extract image tag from docker load output"
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echo "Load output was: $${LOAD_OUTPUT}"
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exit 1
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fi
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echo "Loaded base image: $${BASE_IMAGE_TAG}"
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# Prepare base wheels for Docker build context
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mkdir -p docker/context/base-wheels
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touch docker/context/base-wheels/.keep
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cp artifacts/rocm-base-wheels/*.whl docker/context/base-wheels/
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echo "Base wheels for vLLM build:"
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ls -lh docker/context/base-wheels/
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# Get GPU architectures from meta-data
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PYTORCH_ROCM_ARCH="$$(buildkite-agent meta-data get rocm-pytorch-rocm-arch 2>/dev/null || echo '')"
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PYTORCH_ROCM_ARCH="$${PYTORCH_ROCM_ARCH:-gfx90a;gfx942;gfx950;gfx1100;gfx1101;gfx1200;gfx1201;gfx1150;gfx1151}"
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echo "========================================"
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echo "Building vLLM wheel with:"
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echo " BUILDKITE_COMMIT: $${BUILDKITE_COMMIT}"
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echo " BUILDKITE_BRANCH: $${BUILDKITE_BRANCH}"
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echo " PYTORCH_ROCM_ARCH: $${PYTORCH_ROCM_ARCH}"
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echo " BASE_IMAGE: $${BASE_IMAGE_TAG}"
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echo "========================================"
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# Build vLLM wheel using local checkout (REMOTE_VLLM=0)
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DOCKER_BUILDKIT=1 docker build \
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--file docker/Dockerfile.rocm \
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--target export_vllm_wheel_release \
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--output type=local,dest=rocm-dist \
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--build-arg BASE_IMAGE="$${BASE_IMAGE_TAG}" \
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--build-arg ARG_PYTORCH_ROCM_ARCH="$${PYTORCH_ROCM_ARCH}" \
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--build-arg REMOTE_VLLM=0 \
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--build-arg GIT_REPO_CHECK=1 \
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--build-arg USE_SCCACHE=1 \
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--build-arg SCCACHE_BUCKET_NAME=vllm-build-sccache \
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--build-arg SCCACHE_REGION_NAME=us-west-2 \
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--build-arg SCCACHE_S3_NO_CREDENTIALS=0 \
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.
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echo "Built vLLM wheel:"
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ls -lh rocm-dist/*.whl
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# Copy wheel to artifacts directory
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mkdir -p artifacts/rocm-vllm-wheel
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cp rocm-dist/*.whl artifacts/rocm-vllm-wheel/
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echo "Final vLLM wheel:"
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ls -lh artifacts/rocm-vllm-wheel/
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artifact_paths:
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- "artifacts/rocm-vllm-wheel/*.whl"
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env:
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DOCKER_BUILDKIT: "1"
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S3_BUCKET: "vllm-wheels"
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# ROCm Job 3: Upload Wheels to S3
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- label: ":s3: Upload ROCm Wheels to S3"
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id: upload-rocm-wheels
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depends_on:
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- step: build-rocm-vllm-wheel
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allow_failure: false
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agents:
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queue: cpu_queue_postmerge
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timeout_in_minutes: 60
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commands:
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# Download all wheel artifacts and run upload
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- |
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set -euo pipefail
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# Check if upload is enabled (from env var, meta-data, or release branch)
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ROCM_UPLOAD_WHEELS="$${ROCM_UPLOAD_WHEELS:-}"
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if [ -z "$${ROCM_UPLOAD_WHEELS}" ]; then
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# Try to get from meta-data (input form)
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ROCM_UPLOAD_WHEELS="$$(buildkite-agent meta-data get rocm-upload-wheels 2>/dev/null || echo '')"
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fi
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echo "========================================"
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echo "Upload check:"
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echo " ROCM_UPLOAD_WHEELS: $${ROCM_UPLOAD_WHEELS}"
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echo " BUILDKITE_BRANCH: $${BUILDKITE_BRANCH}"
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echo "========================================"
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# Skip upload if not enabled
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if [ "$${ROCM_UPLOAD_WHEELS}" != "true" ]; then
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echo "Skipping S3 upload (ROCM_UPLOAD_WHEELS != true, NIGHTLY != 1, not a release branch)"
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echo "To enable upload, set 'Upload Wheels to S3' to 'Yes' in the build configuration"
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exit 0
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fi
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echo "Upload enabled, proceeding..."
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# Download artifacts from current build
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echo "Downloading artifacts from current build"
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buildkite-agent artifact download "artifacts/rocm-base-wheels/*.whl" .
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buildkite-agent artifact download "artifacts/rocm-vllm-wheel/*.whl" .
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# Run upload script
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bash .buildkite/scripts/upload-rocm-wheels.sh
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env:
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DOCKER_BUILDKIT: "1"
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S3_BUCKET: "vllm-wheels"
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# ROCm Job 4: Annotate ROCm Wheel Release
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- label: ":memo: Annotate ROCm wheel release"
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id: annotate-rocm-release
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depends_on:
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- step: upload-rocm-wheels
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allow_failure: true
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agents:
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queue: cpu_queue_postmerge
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commands:
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- "bash .buildkite/scripts/annotate-rocm-release.sh"
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env:
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S3_BUCKET: "vllm-wheels"
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Reference in New Issue
Block a user