A high-throughput and memory-efficient inference and serving engine for LLMs
Mirrored from https://github.com/tduncan-lum/Nvidia-Optimization-Stack---VLLM.git
Synced Nov 14, 05:30 UTC
[CI/Build] Fix ppc64le CPU build and tests (#22443)
Signed-off-by: Nishidha Panpaliya <nishidha.panpaliya@partner.ibm.com>
Nishidha Panpaliya committed
Oct 11, 2025 at 10:34 UTC
8f8474fbe357c587fee838cf76e59c465593a2fd
3 files changed
+55
-26
.buildkite/scripts/hardware_ci/run-cpu-test-ppc64le.sh
+9
-6
@@ -25,25 +25,28 @@ function cpu_tests() {
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# offline inference
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podman exec -it "$container_id" bash -c "
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- set -e
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- python3 examples/offline_inference/basic/generate.py --model facebook/opt-125m"
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+ set -xve
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+ python3 examples/offline_inference/basic/generate.py --model facebook/opt-125m" >> $HOME/test_basic.log
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# Run basic model test
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podman exec -it "$container_id" bash -c "
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- set -e
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+ set -evx
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pip install pytest pytest-asyncio einops peft Pillow soundfile transformers_stream_generator matplotlib
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pip install sentence-transformers datamodel_code_generator
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- pytest -v -s tests/models/language/generation/test_bart.py -m cpu_model
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+
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+ # Note: disable Bart until supports V1
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+ # pytest -v -s tests/models/language/generation/test_bart.py -m cpu_model
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pytest -v -s tests/models/language/generation/test_common.py::test_models[False-5-32-openai-community/gpt2]
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pytest -v -s tests/models/language/generation/test_common.py::test_models[False-5-32-facebook/opt-125m]
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pytest -v -s tests/models/language/generation/test_common.py::test_models[False-5-32-google/gemma-1.1-2b-it]
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pytest -v -s tests/models/language/pooling/test_classification.py::test_models[float-jason9693/Qwen2.5-1.5B-apeach]
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- pytest -v -s tests/models/language/pooling/test_embedding.py -m cpu_model"
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+ # TODO: Below test case tests/models/language/pooling/test_embedding.py::test_models[True-ssmits/Qwen2-7B-Instruct-embed-base] fails on ppc64le. Disabling it for time being.
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+ # pytest -v -s tests/models/language/pooling/test_embedding.py -m cpu_model" >> $HOME/test_rest.log
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}
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# All of CPU tests are expected to be finished less than 40 mins.
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export container_id
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export -f cpu_tests
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-timeout 40m bash -c cpu_tests
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+timeout 120m bash -c cpu_tests
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cmake/cpu_extension.cmake
+1
-1
@@ -309,4 +309,4 @@ define_gpu_extension_target(
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WITH_SOABI
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)
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-message(STATUS "Enabling C extension.")
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+message(STATUS "Enabling C extension.")
\ No newline at end of file
docker/Dockerfile.ppc64le
+45
-19
@@ -1,4 +1,4 @@
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-ARG BASE_UBI_IMAGE_TAG=9.5-1741850109
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+ARG BASE_UBI_IMAGE_TAG=9.6-1754584681
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###############################################################
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# Stage to build openblas
@@ -7,7 +7,7 @@ ARG BASE_UBI_IMAGE_TAG=9.5-1741850109
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FROM registry.access.redhat.com/ubi9/ubi-minimal:${BASE_UBI_IMAGE_TAG} AS openblas-builder
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ARG MAX_JOBS
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-ARG OPENBLAS_VERSION=0.3.29
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+ARG OPENBLAS_VERSION=0.3.30
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RUN microdnf install -y dnf && dnf install -y gcc-toolset-13 make wget unzip \
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&& source /opt/rh/gcc-toolset-13/enable \
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&& wget https://github.com/OpenMathLib/OpenBLAS/releases/download/v$OPENBLAS_VERSION/OpenBLAS-$OPENBLAS_VERSION.zip \
@@ -38,7 +38,7 @@ RUN dnf install -y openjpeg2-devel lcms2-devel tcl-devel tk-devel fribidi-devel
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FROM centos-deps-builder AS base-builder
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ARG PYTHON_VERSION=3.12
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-ARG OPENBLAS_VERSION=0.3.29
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+ARG OPENBLAS_VERSION=0.3.30
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# Set Environment Variables for venv, cargo & openblas
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ENV VIRTUAL_ENV=/opt/vllm
@@ -61,7 +61,7 @@ RUN --mount=type=bind,from=openblas-builder,source=/OpenBLAS-$OPENBLAS_VERSION/,
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pkgconfig xsimd zeromq-devel kmod findutils protobuf* \
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libtiff-devel libjpeg-devel zlib-devel freetype-devel libwebp-devel \
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harfbuzz-devel libraqm-devel libimagequant-devel libxcb-devel \
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- python${PYTHON_VERSION}-devel python${PYTHON_VERSION}-pip \
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+ python${PYTHON_VERSION}-devel python${PYTHON_VERSION}-pip clang-devel \
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&& dnf clean all \
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&& PREFIX=/usr/local make -C /openblas install \
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&& ln -sf /usr/lib64/libatomic.so.1 /usr/lib64/libatomic.so \
@@ -79,9 +79,9 @@ RUN --mount=type=bind,from=openblas-builder,source=/OpenBLAS-$OPENBLAS_VERSION/,
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FROM base-builder AS torch-builder
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ARG MAX_JOBS
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-ARG TORCH_VERSION=2.6.0
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+ARG TORCH_VERSION=2.7.0
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ARG _GLIBCXX_USE_CXX11_ABI=1
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-ARG OPENBLAS_VERSION=0.3.29
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+ARG OPENBLAS_VERSION=0.3.30
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RUN --mount=type=cache,target=/root/.cache/uv \
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source /opt/rh/gcc-toolset-13/enable && \
@@ -93,7 +93,7 @@ RUN --mount=type=cache,target=/root/.cache/uv \
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MAX_JOBS=${MAX_JOBS:-$(nproc)} \
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PYTORCH_BUILD_VERSION=${TORCH_VERSION} PYTORCH_BUILD_NUMBER=1 uv build --wheel --out-dir /torchwheels/
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-ARG TORCHVISION_VERSION=0.21.0
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+ARG TORCHVISION_VERSION=0.22.0
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ARG TORCHVISION_USE_NVJPEG=0
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ARG TORCHVISION_USE_FFMPEG=0
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RUN --mount=type=cache,target=/root/.cache/uv \
@@ -104,7 +104,7 @@ RUN --mount=type=cache,target=/root/.cache/uv \
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BUILD_VERSION=${TORCHVISION_VERSION} \
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uv build --wheel --out-dir /torchwheels/ --no-build-isolation
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-ARG TORCHAUDIO_VERSION=2.6.0
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+ARG TORCHAUDIO_VERSION=2.7.0
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ARG BUILD_SOX=1
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ARG BUILD_KALDI=1
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ARG BUILD_RNNT=1
@@ -128,7 +128,7 @@ FROM base-builder AS arrow-builder
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ARG MAX_JOBS
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ARG PYARROW_PARALLEL
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-ARG PYARROW_VERSION=19.0.1
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+ARG PYARROW_VERSION=21.0.0
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RUN --mount=type=cache,target=/root/.cache/uv \
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source /opt/rh/gcc-toolset-13/enable && \
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git clone --recursive https://github.com/apache/arrow.git -b apache-arrow-${PYARROW_VERSION} && \
@@ -145,7 +145,6 @@ RUN --mount=type=cache,target=/root/.cache/uv \
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make install -j ${MAX_JOBS:-$(nproc)} && \
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cd ../../python/ && \
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uv pip install -v -r requirements-build.txt && uv pip install numpy==2.1.3 && \
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- pip show numpy && ls -lrt /opt/vllm/lib/python3.12/site-packages/numpy && \
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PYARROW_PARALLEL=${PYARROW_PARALLEL:-$(nproc)} \
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python setup.py build_ext \
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--build-type=release --bundle-arrow-cpp \
@@ -187,6 +186,23 @@ RUN git clone --recursive https://github.com/numactl/numactl.git -b v${NUMACTL_V
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&& make -j ${MAX_JOBS:-$(nproc)}
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+###############################################################
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+# Stage to build numba
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+###############################################################
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+
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+FROM base-builder AS numba-builder
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+
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+ARG MAX_JOBS
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+ARG NUMBA_VERSION=0.61.2
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+
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+# Clone all required dependencies
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+RUN dnf install ninja-build llvm15 llvm15-devel -y && source /opt/rh/gcc-toolset-13/enable && export PATH=$PATH:/usr/lib64/llvm15/bin && \
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+ git clone --recursive https://github.com/numba/numba.git -b ${NUMBA_VERSION} && \
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+ cd ./numba && \
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+ if ! grep '#include "dynamic_annotations.h"' numba/_dispatcher.cpp; then \
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+ sed -i '/#include "internal\/pycore_atomic.h"/i\#include "dynamic_annotations.h"' numba/_dispatcher.cpp; \
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+ fi && python -m build --wheel --installer=uv --outdir /numbawheels/
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+
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###############################################################
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# Stage to build vllm - this stage builds and installs
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# vllm, tensorizer and vllm-tgis-adapter and builds uv cache
@@ -199,6 +215,7 @@ COPY --from=torch-builder /tmp/control /dev/null
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COPY --from=arrow-builder /tmp/control /dev/null
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COPY --from=cv-builder /tmp/control /dev/null
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COPY --from=numa-builder /tmp/control /dev/null
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+COPY --from=numba-builder /tmp/control /dev/null
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ARG VLLM_TARGET_DEVICE=cpu
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ARG GRPC_PYTHON_BUILD_SYSTEM_OPENSSL=1
@@ -206,6 +223,8 @@ ARG GRPC_PYTHON_BUILD_SYSTEM_OPENSSL=1
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# this step installs vllm and populates uv cache
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# with all the transitive dependencies
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RUN --mount=type=cache,target=/root/.cache/uv \
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+ dnf install llvm15 llvm15-devel -y && \
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+ rpm -ivh --nodeps https://mirror.stream.centos.org/9-stream/CRB/ppc64le/os/Packages/protobuf-lite-devel-3.14.0-16.el9.ppc64le.rpm && \
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source /opt/rh/gcc-toolset-13/enable && \
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git clone https://github.com/huggingface/xet-core.git && cd xet-core/hf_xet/ && \
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uv pip install maturin && \
@@ -215,15 +234,18 @@ RUN --mount=type=cache,target=/root/.cache/uv \
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--mount=type=bind,from=arrow-builder,source=/arrowwheels/,target=/arrowwheels/,ro \
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--mount=type=bind,from=cv-builder,source=/opencvwheels/,target=/opencvwheels/,ro \
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--mount=type=bind,from=numa-builder,source=/numactl/,target=/numactl/,rw \
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+ --mount=type=bind,from=numba-builder,source=/numbawheels/,target=/numbawheels/,ro \
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--mount=type=bind,src=.,dst=/src/,rw \
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source /opt/rh/gcc-toolset-13/enable && \
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- uv pip install /opencvwheels/*.whl /arrowwheels/*.whl /torchwheels/*.whl && \
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+ export PATH=$PATH:/usr/lib64/llvm15/bin && \
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+ uv pip install /opencvwheels/*.whl /arrowwheels/*.whl /torchwheels/*.whl /numbawheels/*.whl && \
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sed -i -e 's/.*torch.*//g' /src/pyproject.toml /src/requirements/*.txt && \
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- uv pip install pandas pythran pybind11 /hf_wheels/*.whl && \
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+ sed -i -e 's/.*sentencepiece.*//g' /src/pyproject.toml /src/requirements/*.txt && \
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+ uv pip install sentencepiece==0.2.0 pandas pythran nanobind pybind11 /hf_wheels/*.whl && \
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make -C /numactl install && \
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# sentencepiece.pc is in some pkgconfig inside uv cache
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export PKG_CONFIG_PATH=$(find / -type d -name "pkgconfig" 2>/dev/null | tr '\n' ':') && \
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- uv pip install -r /src/requirements/common.txt -r /src/requirements/cpu.txt -r /src/requirements/build.txt --no-build-isolation && \
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+ nanobind_DIR=$(uv pip show nanobind | grep Location | sed 's/^Location: //;s/$/\/nanobind\/cmake/') && uv pip install -r /src/requirements/common.txt -r /src/requirements/cpu.txt -r /src/requirements/build.txt --no-build-isolation && \
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cd /src/ && \
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uv build --wheel --out-dir /vllmwheel/ --no-build-isolation && \
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uv pip install /vllmwheel/*.whl
@@ -250,7 +272,7 @@ RUN git clone --recursive https://github.com/Reference-LAPACK/lapack.git -b v${L
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FROM registry.access.redhat.com/ubi9/ubi-minimal:${BASE_UBI_IMAGE_TAG} AS vllm-openai
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ARG PYTHON_VERSION=3.12
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-ARG OPENBLAS_VERSION=0.3.29
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+ARG OPENBLAS_VERSION=0.3.30
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# Set Environment Variables for venv & openblas
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ENV VIRTUAL_ENV=/opt/vllm
@@ -268,6 +290,7 @@ COPY --from=vllmcache-builder /tmp/control /dev/null
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COPY --from=numa-builder /tmp/control /dev/null
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COPY --from=lapack-builder /tmp/control /dev/null
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COPY --from=openblas-builder /tmp/control /dev/null
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+COPY --from=numba-builder /tmp/control /dev/null
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# install gcc-11, python, openblas, numactl, lapack
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RUN --mount=type=cache,target=/root/.cache/uv \
@@ -276,13 +299,13 @@ RUN --mount=type=cache,target=/root/.cache/uv \
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--mount=type=bind,from=openblas-builder,source=/OpenBLAS-$OPENBLAS_VERSION/,target=/openblas/,rw \
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rpm -ivh https://dl.fedoraproject.org/pub/epel/epel-release-latest-9.noarch.rpm && \
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microdnf install --nodocs -y \
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- tar findutils openssl \
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+ libomp tar findutils openssl llvm15 llvm15-devel \
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pkgconfig xsimd g++ gcc-fortran libsndfile \
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libtiff libjpeg openjpeg2 zlib zeromq \
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freetype lcms2 libwebp tcl tk utf8proc \
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- harfbuzz fribidi libraqm libimagequant libxcb \
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+ harfbuzz fribidi libraqm libimagequant libxcb util-linux \
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python${PYTHON_VERSION}-devel python${PYTHON_VERSION}-pip \
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- && microdnf clean all \
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+ && export PATH=$PATH:/usr/lib64/llvm15/bin && microdnf clean all \
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&& python${PYTHON_VERSION} -m venv ${VIRTUAL_ENV} \
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&& python -m pip install -U pip uv --no-cache \
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&& make -C /numactl install \
@@ -298,7 +321,10 @@ RUN --mount=type=cache,target=/root/.cache/uv \
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--mount=type=bind,from=cv-builder,source=/opencvwheels/,target=/opencvwheels/,ro \
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--mount=type=bind,from=vllmcache-builder,source=/hf_wheels/,target=/hf_wheels/,ro \
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--mount=type=bind,from=vllmcache-builder,source=/vllmwheel/,target=/vllmwheel/,ro \
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- HOME=/root uv pip install /opencvwheels/*.whl /arrowwheels/*.whl /torchwheels/*.whl /hf_wheels/*.whl /vllmwheel/*.whl
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+ --mount=type=bind,from=numba-builder,source=/numbawheels/,target=/numbawheels/,ro \
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+ export PKG_CONFIG_PATH=$(find / -type d -name "pkgconfig" 2>/dev/null | tr '\n' ':') && uv pip install sentencepiece==0.2.0 && \
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+ HOME=/root uv pip install /opencvwheels/*.whl /arrowwheels/*.whl /torchwheels/*.whl /numbawheels/*.whl /hf_wheels/*.whl /vllmwheel/*.whl
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+
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COPY ./ /workspace/vllm
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WORKDIR /workspace/vllm
@@ -314,4 +340,4 @@ WORKDIR /workspace/
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RUN ln -s /workspace/vllm/tests && ln -s /workspace/vllm/examples && ln -s /workspace/vllm/benchmarks
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-ENTRYPOINT ["vllm", "serve"]
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+ENTRYPOINT ["vllm", "serve"]
\ No newline at end of file