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[CI/Build] Fix ppc64le CPU build and tests (#22443)

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Signed-off-by: Nishidha Panpaliya <nishidha.panpaliya@partner.ibm.com>
This commit is contained in:
Nishidha Panpaliya
2025-10-11 10:34:42 +05:30
committed by GitHub
parent be067861c6
commit 8f8474fbe3
3 changed files with 55 additions and 26 deletions
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15
.buildkite/scripts/hardware_ci/run-cpu-test-ppc64le.sh
View File

@ -25,25 +25,28 @@ function cpu_tests() {
# offline inference
podman exec -it "$container_id" bash -c "
set -e
python3 examples/offline_inference/basic/generate.py --model facebook/opt-125m"
set -xve
python3 examples/offline_inference/basic/generate.py --model facebook/opt-125m" >> $HOME/test_basic.log
# Run basic model test
podman exec -it "$container_id" bash -c "
set -e
set -evx
pip install pytest pytest-asyncio einops peft Pillow soundfile transformers_stream_generator matplotlib
pip install sentence-transformers datamodel_code_generator
pytest -v -s tests/models/language/generation/test_bart.py -m cpu_model
# Note: disable Bart until supports V1
# pytest -v -s tests/models/language/generation/test_bart.py -m cpu_model
pytest -v -s tests/models/language/generation/test_common.py::test_models[False-5-32-openai-community/gpt2]
pytest -v -s tests/models/language/generation/test_common.py::test_models[False-5-32-facebook/opt-125m]
pytest -v -s tests/models/language/generation/test_common.py::test_models[False-5-32-google/gemma-1.1-2b-it]
pytest -v -s tests/models/language/pooling/test_classification.py::test_models[float-jason9693/Qwen2.5-1.5B-apeach]
pytest -v -s tests/models/language/pooling/test_embedding.py -m cpu_model"
# 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.
# pytest -v -s tests/models/language/pooling/test_embedding.py -m cpu_model" >> $HOME/test_rest.log
}
# All of CPU tests are expected to be finished less than 40 mins.
export container_id
export -f cpu_tests
timeout 40m bash -c cpu_tests
timeout 120m bash -c cpu_tests

2
cmake/cpu_extension.cmake
View File

@ -309,4 +309,4 @@ define_gpu_extension_target(
WITH_SOABI
)
message(STATUS "Enabling C extension.")
message(STATUS "Enabling C extension.")

64
docker/Dockerfile.ppc64le
View File

@ -1,4 +1,4 @@
ARG BASE_UBI_IMAGE_TAG=9.5-1741850109
ARG BASE_UBI_IMAGE_TAG=9.6-1754584681
###############################################################
# Stage to build openblas
@ -7,7 +7,7 @@ ARG BASE_UBI_IMAGE_TAG=9.5-1741850109
FROM registry.access.redhat.com/ubi9/ubi-minimal:${BASE_UBI_IMAGE_TAG} AS openblas-builder
ARG MAX_JOBS
ARG OPENBLAS_VERSION=0.3.29
ARG OPENBLAS_VERSION=0.3.30
RUN microdnf install -y dnf && dnf install -y gcc-toolset-13 make wget unzip \
&& source /opt/rh/gcc-toolset-13/enable \
&& wget https://github.com/OpenMathLib/OpenBLAS/releases/download/v$OPENBLAS_VERSION/OpenBLAS-$OPENBLAS_VERSION.zip \
@ -38,7 +38,7 @@ RUN dnf install -y openjpeg2-devel lcms2-devel tcl-devel tk-devel fribidi-devel
FROM centos-deps-builder AS base-builder
ARG PYTHON_VERSION=3.12
ARG OPENBLAS_VERSION=0.3.29
ARG OPENBLAS_VERSION=0.3.30
# Set Environment Variables for venv, cargo & openblas
ENV VIRTUAL_ENV=/opt/vllm
@ -61,7 +61,7 @@ RUN --mount=type=bind,from=openblas-builder,source=/OpenBLAS-$OPENBLAS_VERSION/,
pkgconfig xsimd zeromq-devel kmod findutils protobuf* \
libtiff-devel libjpeg-devel zlib-devel freetype-devel libwebp-devel \
harfbuzz-devel libraqm-devel libimagequant-devel libxcb-devel \
python${PYTHON_VERSION}-devel python${PYTHON_VERSION}-pip \
python${PYTHON_VERSION}-devel python${PYTHON_VERSION}-pip clang-devel \
&& dnf clean all \
&& PREFIX=/usr/local make -C /openblas install \
&& ln -sf /usr/lib64/libatomic.so.1 /usr/lib64/libatomic.so \
@ -79,9 +79,9 @@ RUN --mount=type=bind,from=openblas-builder,source=/OpenBLAS-$OPENBLAS_VERSION/,
FROM base-builder AS torch-builder
ARG MAX_JOBS
ARG TORCH_VERSION=2.6.0
ARG TORCH_VERSION=2.7.0
ARG _GLIBCXX_USE_CXX11_ABI=1
ARG OPENBLAS_VERSION=0.3.29
ARG OPENBLAS_VERSION=0.3.30
RUN --mount=type=cache,target=/root/.cache/uv \
source /opt/rh/gcc-toolset-13/enable && \
@ -93,7 +93,7 @@ RUN --mount=type=cache,target=/root/.cache/uv \
MAX_JOBS=${MAX_JOBS:-$(nproc)} \
PYTORCH_BUILD_VERSION=${TORCH_VERSION} PYTORCH_BUILD_NUMBER=1 uv build --wheel --out-dir /torchwheels/
ARG TORCHVISION_VERSION=0.21.0
ARG TORCHVISION_VERSION=0.22.0
ARG TORCHVISION_USE_NVJPEG=0
ARG TORCHVISION_USE_FFMPEG=0
RUN --mount=type=cache,target=/root/.cache/uv \
@ -104,7 +104,7 @@ RUN --mount=type=cache,target=/root/.cache/uv \
BUILD_VERSION=${TORCHVISION_VERSION} \
uv build --wheel --out-dir /torchwheels/ --no-build-isolation
ARG TORCHAUDIO_VERSION=2.6.0
ARG TORCHAUDIO_VERSION=2.7.0
ARG BUILD_SOX=1
ARG BUILD_KALDI=1
ARG BUILD_RNNT=1
@ -128,7 +128,7 @@ FROM base-builder AS arrow-builder
ARG MAX_JOBS
ARG PYARROW_PARALLEL
ARG PYARROW_VERSION=19.0.1
ARG PYARROW_VERSION=21.0.0
RUN --mount=type=cache,target=/root/.cache/uv \
source /opt/rh/gcc-toolset-13/enable && \
git clone --recursive https://github.com/apache/arrow.git -b apache-arrow-${PYARROW_VERSION} && \
@ -145,7 +145,6 @@ RUN --mount=type=cache,target=/root/.cache/uv \
make install -j ${MAX_JOBS:-$(nproc)} && \
cd ../../python/ && \
uv pip install -v -r requirements-build.txt && uv pip install numpy==2.1.3 && \
pip show numpy && ls -lrt /opt/vllm/lib/python3.12/site-packages/numpy && \
PYARROW_PARALLEL=${PYARROW_PARALLEL:-$(nproc)} \
python setup.py build_ext \
--build-type=release --bundle-arrow-cpp \
@ -187,6 +186,23 @@ RUN git clone --recursive https://github.com/numactl/numactl.git -b v${NUMACTL_V
&& make -j ${MAX_JOBS:-$(nproc)}
###############################################################
# Stage to build numba
###############################################################
FROM base-builder AS numba-builder
ARG MAX_JOBS
ARG NUMBA_VERSION=0.61.2
# Clone all required dependencies
RUN dnf install ninja-build llvm15 llvm15-devel -y && source /opt/rh/gcc-toolset-13/enable && export PATH=$PATH:/usr/lib64/llvm15/bin && \
git clone --recursive https://github.com/numba/numba.git -b ${NUMBA_VERSION} && \
cd ./numba && \
if ! grep '#include "dynamic_annotations.h"' numba/_dispatcher.cpp; then \
sed -i '/#include "internal\/pycore_atomic.h"/i\#include "dynamic_annotations.h"' numba/_dispatcher.cpp; \
fi && python -m build --wheel --installer=uv --outdir /numbawheels/
###############################################################
# Stage to build vllm - this stage builds and installs
# vllm, tensorizer and vllm-tgis-adapter and builds uv cache
@ -199,6 +215,7 @@ COPY --from=torch-builder /tmp/control /dev/null
COPY --from=arrow-builder /tmp/control /dev/null
COPY --from=cv-builder /tmp/control /dev/null
COPY --from=numa-builder /tmp/control /dev/null
COPY --from=numba-builder /tmp/control /dev/null
ARG VLLM_TARGET_DEVICE=cpu
ARG GRPC_PYTHON_BUILD_SYSTEM_OPENSSL=1
@ -206,6 +223,8 @@ ARG GRPC_PYTHON_BUILD_SYSTEM_OPENSSL=1
# this step installs vllm and populates uv cache
# with all the transitive dependencies
RUN --mount=type=cache,target=/root/.cache/uv \
dnf install llvm15 llvm15-devel -y && \
rpm -ivh --nodeps https://mirror.stream.centos.org/9-stream/CRB/ppc64le/os/Packages/protobuf-lite-devel-3.14.0-16.el9.ppc64le.rpm && \
source /opt/rh/gcc-toolset-13/enable && \
git clone https://github.com/huggingface/xet-core.git && cd xet-core/hf_xet/ && \
uv pip install maturin && \
@ -215,15 +234,18 @@ RUN --mount=type=cache,target=/root/.cache/uv \
--mount=type=bind,from=arrow-builder,source=/arrowwheels/,target=/arrowwheels/,ro \
--mount=type=bind,from=cv-builder,source=/opencvwheels/,target=/opencvwheels/,ro \
--mount=type=bind,from=numa-builder,source=/numactl/,target=/numactl/,rw \
--mount=type=bind,from=numba-builder,source=/numbawheels/,target=/numbawheels/,ro \
--mount=type=bind,src=.,dst=/src/,rw \
source /opt/rh/gcc-toolset-13/enable && \
uv pip install /opencvwheels/*.whl /arrowwheels/*.whl /torchwheels/*.whl && \
export PATH=$PATH:/usr/lib64/llvm15/bin && \
uv pip install /opencvwheels/*.whl /arrowwheels/*.whl /torchwheels/*.whl /numbawheels/*.whl && \
sed -i -e 's/.*torch.*//g' /src/pyproject.toml /src/requirements/*.txt && \
uv pip install pandas pythran pybind11 /hf_wheels/*.whl && \
sed -i -e 's/.*sentencepiece.*//g' /src/pyproject.toml /src/requirements/*.txt && \
uv pip install sentencepiece==0.2.0 pandas pythran nanobind pybind11 /hf_wheels/*.whl && \
make -C /numactl install && \
# sentencepiece.pc is in some pkgconfig inside uv cache
export PKG_CONFIG_PATH=$(find / -type d -name "pkgconfig" 2>/dev/null | tr '\n' ':') && \
uv pip install -r /src/requirements/common.txt -r /src/requirements/cpu.txt -r /src/requirements/build.txt --no-build-isolation && \
nanobind_DIR=$(uv pip show nanobind | grep Location | sed 's/^Location: //;s/$/\/nanobind\/cmake/') && uv pip install -r /src/requirements/common.txt -r /src/requirements/cpu.txt -r /src/requirements/build.txt --no-build-isolation && \
cd /src/ && \
uv build --wheel --out-dir /vllmwheel/ --no-build-isolation && \
uv pip install /vllmwheel/*.whl
@ -250,7 +272,7 @@ RUN git clone --recursive https://github.com/Reference-LAPACK/lapack.git -b v${L
FROM registry.access.redhat.com/ubi9/ubi-minimal:${BASE_UBI_IMAGE_TAG} AS vllm-openai
ARG PYTHON_VERSION=3.12
ARG OPENBLAS_VERSION=0.3.29
ARG OPENBLAS_VERSION=0.3.30
# Set Environment Variables for venv & openblas
ENV VIRTUAL_ENV=/opt/vllm
@ -268,6 +290,7 @@ COPY --from=vllmcache-builder /tmp/control /dev/null
COPY --from=numa-builder /tmp/control /dev/null
COPY --from=lapack-builder /tmp/control /dev/null
COPY --from=openblas-builder /tmp/control /dev/null
COPY --from=numba-builder /tmp/control /dev/null
# install gcc-11, python, openblas, numactl, lapack
RUN --mount=type=cache,target=/root/.cache/uv \
@ -276,13 +299,13 @@ RUN --mount=type=cache,target=/root/.cache/uv \
--mount=type=bind,from=openblas-builder,source=/OpenBLAS-$OPENBLAS_VERSION/,target=/openblas/,rw \
rpm -ivh https://dl.fedoraproject.org/pub/epel/epel-release-latest-9.noarch.rpm && \
microdnf install --nodocs -y \
tar findutils openssl \
libomp tar findutils openssl llvm15 llvm15-devel \
pkgconfig xsimd g++ gcc-fortran libsndfile \
libtiff libjpeg openjpeg2 zlib zeromq \
freetype lcms2 libwebp tcl tk utf8proc \
harfbuzz fribidi libraqm libimagequant libxcb \
harfbuzz fribidi libraqm libimagequant libxcb util-linux \
python${PYTHON_VERSION}-devel python${PYTHON_VERSION}-pip \
&& microdnf clean all \
&& export PATH=$PATH:/usr/lib64/llvm15/bin && microdnf clean all \
&& python${PYTHON_VERSION} -m venv ${VIRTUAL_ENV} \
&& python -m pip install -U pip uv --no-cache \
&& make -C /numactl install \
@ -298,7 +321,10 @@ RUN --mount=type=cache,target=/root/.cache/uv \
--mount=type=bind,from=cv-builder,source=/opencvwheels/,target=/opencvwheels/,ro \
--mount=type=bind,from=vllmcache-builder,source=/hf_wheels/,target=/hf_wheels/,ro \
--mount=type=bind,from=vllmcache-builder,source=/vllmwheel/,target=/vllmwheel/,ro \
HOME=/root uv pip install /opencvwheels/*.whl /arrowwheels/*.whl /torchwheels/*.whl /hf_wheels/*.whl /vllmwheel/*.whl
--mount=type=bind,from=numba-builder,source=/numbawheels/,target=/numbawheels/,ro \
export PKG_CONFIG_PATH=$(find / -type d -name "pkgconfig" 2>/dev/null | tr '\n' ':') && uv pip install sentencepiece==0.2.0 && \
HOME=/root uv pip install /opencvwheels/*.whl /arrowwheels/*.whl /torchwheels/*.whl /numbawheels/*.whl /hf_wheels/*.whl /vllmwheel/*.whl
COPY ./ /workspace/vllm
WORKDIR /workspace/vllm
@ -314,4 +340,4 @@ WORKDIR /workspace/
RUN ln -s /workspace/vllm/tests && ln -s /workspace/vllm/examples && ln -s /workspace/vllm/benchmarks
ENTRYPOINT ["vllm", "serve"]
ENTRYPOINT ["vllm", "serve"]