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[Test] Build vllm image to test #12447

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[Test] Build vllm image to test #12447

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95159ad
build image to test prefix caching
hzjane Nov 26, 2024
ac23354
test new
hzjane Dec 18, 2024
ba52ae2
test torch 2.5
hzjane Dec 24, 2024
0ae5dca
test inference
hzjane Dec 24, 2024
7c737ca
update
hzjane Dec 25, 2024
4bc9563
to debug on docker
hzjane Dec 25, 2024
cb5dc59
update
hzjane Dec 30, 2024
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3 changes: 2 additions & 1 deletion docker/llm/inference/xpu/docker/Dockerfile
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Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
FROM intel/oneapi:2024.2.1-0-devel-ubuntu22.04
FROM intel/oneapi-basekit:2025.0.1-0-devel-ubuntu22.04

ARG http_proxy
ARG https_proxy
Expand Down Expand Up @@ -56,6 +56,7 @@ RUN wget -O- https://apt.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRO
pip install --upgrade requests argparse urllib3 && \
pip install --pre --upgrade ipex-llm[xpu_arc] --extra-index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/cn/ && \
pip install --pre pytorch-triton-xpu==3.0.0+1b2f15840e --index-url https://download.pytorch.org/whl/nightly/xpu && \
pip install torch==2.5.1+cxx11.abi torchvision==0.20.1+cxx11.abi torchaudio==2.5.1+cxx11.abi intel-extension-for-pytorch==2.5.10+xpu --extra-index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/cn/ && \
# Fix Trivy CVE Issues
pip install transformers_stream_generator einops tiktoken && \
# Install opencl-related repos
Expand Down
38 changes: 19 additions & 19 deletions docker/llm/serving/xpu/docker/Dockerfile
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Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
FROM intel/oneapi-basekit:2024.1.1-devel-ubuntu22.04
FROM intel/oneapi-basekit:2024.2.1-0-devel-ubuntu22.04

ARG http_proxy
ARG https_proxy
Expand Down Expand Up @@ -73,23 +73,23 @@ RUN wget -O- https://apt.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRO
apt-get update && \
apt-get install -y --no-install-recommends libfabric-dev wrk libaio-dev numactl && \
# apt-get install -y intel-opencl-icd intel-level-zero-gpu=1.3.26241.33-647~22.04 level-zero level-zero-dev --allow-downgrades && \
mkdir -p /tmp/neo && \
cd /tmp/neo && \
wget https://github.com/oneapi-src/level-zero/releases/download/v1.18.5/level-zero_1.18.5+u22.04_amd64.deb && \
wget https://github.com/intel/intel-graphics-compiler/releases/download/igc-1.0.17791.9/intel-igc-core_1.0.17791.9_amd64.deb && \
wget https://github.com/intel/intel-graphics-compiler/releases/download/igc-1.0.17791.9/intel-igc-opencl_1.0.17791.9_amd64.deb && \
wget https://github.com/intel/compute-runtime/releases/download/24.39.31294.12/intel-level-zero-gpu_1.6.31294.12_amd64.deb && \
wget https://github.com/intel/compute-runtime/releases/download/24.39.31294.12/intel-opencl-icd_24.39.31294.12_amd64.deb && \
wget https://github.com/intel/compute-runtime/releases/download/24.39.31294.12/libigdgmm12_22.5.2_amd64.deb && \
dpkg -i *.deb && \
rm -rf /tmp/neo && \
mkdir -p /llm && \
cd /llm && \
git clone -b 0.6.2 https://github.com/analytics-zoo/vllm.git /llm/vllm && \
cd /llm/vllm && \
pip install setuptools-scm && \
pip install --upgrade cmake && \
VLLM_TARGET_DEVICE=xpu pip install --no-build-isolation -v /llm/vllm && \
# mkdir -p /tmp/neo && \
# cd /tmp/neo && \
# wget https://github.com/oneapi-src/level-zero/releases/download/v1.18.5/level-zero_1.18.5+u22.04_amd64.deb && \
# wget https://github.com/intel/intel-graphics-compiler/releases/download/igc-1.0.17791.9/intel-igc-core_1.0.17791.9_amd64.deb && \
# wget https://github.com/intel/intel-graphics-compiler/releases/download/igc-1.0.17791.9/intel-igc-opencl_1.0.17791.9_amd64.deb && \
# wget https://github.com/intel/compute-runtime/releases/download/24.39.31294.12/intel-level-zero-gpu_1.6.31294.12_amd64.deb && \
# wget https://github.com/intel/compute-runtime/releases/download/24.39.31294.12/intel-opencl-icd_24.39.31294.12_amd64.deb && \
# wget https://github.com/intel/compute-runtime/releases/download/24.39.31294.12/libigdgmm12_22.5.2_amd64.deb && \
# dpkg -i *.deb && \
# rm -rf /tmp/neo && \
# mkdir -p /llm && \
# cd /llm && \
# git clone -b add_logits_attn_softcap https://github.com/hzjane/vllm.git /llm/vllm && \
# cd /llm/vllm && \
# pip install setuptools-scm && \
# pip install --upgrade cmake && \
# VLLM_TARGET_DEVICE=xpu pip install --no-build-isolation -v /llm/vllm && \
# pip install -r /llm/vllm/requirements-xpu.txt && \
# VLLM_TARGET_DEVICE=xpu python setup.py install && \
pip install mpi4py fastapi uvicorn openai && \
Expand All @@ -109,6 +109,6 @@ COPY ./start-fastchat-service.sh /llm/
COPY ./start-pp_serving-service.sh /llm/
COPY ./start-lightweight_serving-service.sh /llm/

ENV LD_LIBRARY_PATH /usr/local/lib/python3.11/dist-packages/intel_extension_for_pytorch/lib/:/opt/intel/oneapi/tbb/2021.12/env/../lib/intel64/gcc4.8:/opt/intel/oneapi/mpi/2021.12/opt/mpi/libfabric/lib:/opt/intel/oneapi/mpi/2021.12/lib:/opt/intel/oneapi/mkl/2024.1/lib:/opt/intel/oneapi/ippcp/2021.11/lib/:/opt/intel/oneapi/ipp/2021.11/lib:/opt/intel/oneapi/dpl/2022.5/lib:/opt/intel/oneapi/dnnl/2024.1/lib:/opt/intel/oneapi/debugger/2024.1/opt/debugger/lib:/opt/intel/oneapi/dal/2024.2/lib:/opt/intel/oneapi/compiler/2024.1/opt/oclfpga/host/linux64/lib:/opt/intel/oneapi/compiler/2024.1/opt/compiler/lib:/opt/intel/oneapi/compiler/2024.1/lib:/opt/intel/oneapi/ccl/2021.12/lib/
ENV LD_LIBRARY_PATH /usr/local/lib/python3.11/dist-packages/intel_extension_for_pytorch/lib/:/opt/intel/oneapi/tbb/2021.12/env/../lib/intel64/gcc4.8:/opt/intel/oneapi/mpi/2021.12/opt/mpi/libfabric/lib:/opt/intel/oneapi/mpi/2021.12/lib:/opt/intel/oneapi/mkl/2024.2/lib:/opt/intel/oneapi/ippcp/2021.11/lib/:/opt/intel/oneapi/ipp/2021.11/lib:/opt/intel/oneapi/dpl/2022.5/lib:/opt/intel/oneapi/dnnl/2024.2/lib:/opt/intel/oneapi/debugger/2024.2/opt/debugger/lib:/opt/intel/oneapi/dal/2024.2/lib:/opt/intel/oneapi/compiler/2024.2/opt/oclfpga/host/linux64/lib:/opt/intel/oneapi/compiler/2024.2/opt/compiler/lib:/opt/intel/oneapi/compiler/2024.2/lib:/opt/intel/oneapi/ccl/2021.12/lib/

WORKDIR /llm/