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xpu 2.6 update (#3051)

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* xpu 2.6 update

Signed-off-by: Wang, Yi A <yi.a.wang@intel.com>

* install whl

Signed-off-by: Wang, Yi A <yi.a.wang@intel.com>

* update get xpu memory api

Signed-off-by: Wang, Yi A <yi.a.wang@intel.com>

* int

Signed-off-by: Wang, Yi A <yi.a.wang@intel.com>

* fix awq crash if modules_to_not_convert is None

Signed-off-by: Wang, Yi A <yi.a.wang@intel.com>

---------

Signed-off-by: Wang, Yi A <yi.a.wang@intel.com>
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Wang, Yi 2025-03-17 20:48:48 +08:00 committed by GitHub
parent f91434e99b
commit 0b3e3db043
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3 changed files with 16 additions and 21 deletions
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25
Dockerfile_intel
View File

@ -45,7 +45,7 @@ RUN cargo build --profile release-opt --frozen
# Text Generation Inference base image for Intel
FROM intel/oneapi-basekit:2024.2.1-0-devel-ubuntu22.04 AS xpu
FROM intel/oneapi-basekit:2025.0.1-0-devel-ubuntu22.04 AS xpu
USER root
@ -87,7 +87,7 @@ RUN echo "deb [signed-by=/usr/share/keyrings/oneapi-archive-keyring.gpg] https:/
RUN mv /tmp/intel-for-pytorch-gpu-dev.list /etc/apt/sources.list.d
RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt install -y xpu-smi cmake ninja-build pciutils intel-pti-dev-0.9
RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt install -y xpu-smi cmake ninja-build pciutils intel-ocloc
# Text Generation Inference base env
ENV HF_HOME=/data \
@ -96,13 +96,11 @@ ENV HF_HOME=/data \
WORKDIR /usr/src
RUN pip install https://intel-optimized-pytorch.s3.cn-north-1.amazonaws.com.cn/ipex_dev/xpu/torch-2.5.0a0%2Bgite84e33f-cp311-cp311-linux_x86_64.whl --no-cache-dir
RUN pip install https://intel-optimized-pytorch.s3.cn-north-1.amazonaws.com.cn/ipex_dev/xpu/torchaudio-2.5.0a0%2B56bc006-cp311-cp311-linux_x86_64.whl --no-cache-dir
RUN pip install https://intel-optimized-pytorch.s3.cn-north-1.amazonaws.com.cn/ipex_dev/xpu/torchvision-0.20.0a0%2B8e8a208-cp311-cp311-linux_x86_64.whl --no-cache-dir
RUN pip install https://intel-optimized-pytorch.s3.cn-north-1.amazonaws.com.cn/ipex_dev/xpu/oneccl_bind_pt-2.5.0%2Bxpu-cp311-cp311-linux_x86_64.whl --no-cache-dir
RUN pip install triton-xpu==3.0.0b2 --no-cache-dir
WORKDIR /usr/src
RUN pip install torch==2.6.0 torchvision torchaudio --index-url https://download.pytorch.org/whl/test/xpu
RUN pip install triton-xpu==3.2.0b1 --no-cache-dir
# Install server
COPY proto proto
@ -114,15 +112,14 @@ RUN cd server && \
pip install -U pip uv && \
uv pip install -e ".[accelerate, compressed-tensors, peft, outlines]" --no-cache-dir
ENV LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/opt/intel/oneapi/pti/0.9/lib:/opt/conda/lib
ENV LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/opt/conda/lib
ENV CCL_ZE_IPC_EXCHANGE=sockets
#ENV TORCH_LLM_ALLREDUCE=1
#ENV CCL_TOPO_FABRIC_VERTEX_CONNECTION_CHECK=0
ENV TORCH_LLM_ALLREDUCE=1
ENV CCL_TOPO_FABRIC_VERTEX_CONNECTION_CHECK=0
ENV TORCH_DEVICE_BACKEND_AUTOLOAD=0
RUN git clone https://github.com/intel/intel-extension-for-pytorch && cd intel-extension-for-pytorch && git checkout 1ccf72b2d11cd00b47aef6d6cd054c088aa6f083
RUN cd intel-extension-for-pytorch && git submodule update --init --recursive && USE_AOT_DEVLIST='pvc,ats-m150' BUILD_SEPARATE_OPS=OFF BUILD_WITH_CPU=OFF USE_XETLA=ON python setup.py install && rm -rf /usr/src/intel-extension-for-pytorch
RUN pip install https://intel-extension-for-pytorch.s3.amazonaws.com/ipex_stable/xpu/oneccl_bind_pt-2.6.0%2Bxpu-cp311-cp311-linux_x86_64.whl
RUN pip install https://intel-extension-for-pytorch.s3.amazonaws.com/ipex_stable/xpu/intel_extension_for_pytorch-2.6.10%2Bxpu-cp311-cp311-linux_x86_64.whl
# Install benchmarker
COPY --from=builder /usr/src/target/release-opt/text-generation-benchmark /usr/local/bin/text-generation-benchmark
# Install router

10
server/text_generation_server/utils/import_utils.py
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@ -18,14 +18,10 @@ def get_cuda_free_memory(device, memory_fraction):
def get_xpu_free_memory(device, memory_fraction):
total_memory = torch.xpu.get_device_properties(device).total_memory
device_id = device.index
memory_fraction = float(os.getenv("XPU_MEMORY_FRACTION", "1.0"))
total_free_memory, total_xpu_memory = torch.xpu.mem_get_info(device)
memory_fraction = float(os.getenv("XPU_MEMORY_FRACTION", "0.9"))
free_memory = max(
0,
int(
total_memory * 0.9 * memory_fraction - torch.xpu.memory_reserved(device_id)
),
0, int(total_free_memory - (1 - memory_fraction) * total_xpu_memory)
)
return free_memory

2
server/text_generation_server/utils/quantization.py
View File

@ -79,6 +79,8 @@ def _get_quantizer_config(model_id, revision):
modules_to_not_convert = data["quantization_config"].get(
"modules_to_not_convert", []
)
if modules_to_not_convert is None:
modules_to_not_convert = []
except Exception:
filename = "quantize_config.json"
try: