upgrade xpu docker file to torch 2.8 (#41551)

* upgrade xpu docker file to torch 2.8

Signed-off-by: Yao, Matrix <[email protected]>

* Update Dockerfile

---------

Signed-off-by: Yao, Matrix <[email protected]>

Author: yao-matrix

docker/transformers-pytorch-xpu/Dockerfile

@@ -3,11 +3,10 @@ LABEL maintainer="Hugging Face"
 
 SHELL ["/bin/bash", "-c"]
 
-ARG PYTHON_VER=3.11
+ARG PYTHON_VER=3.12
 ENV TORCH_DEVICE_BACKEND_AUTOLOAD=0
 ENV DEBIAN_FRONTEND=noninteractive
 
-RUN apt-get remove -y python3.10 && apt-get autoremove -y
 RUN apt-get update && \
     apt-get install -y software-properties-common && \
     add-apt-repository -y ppa:deadsnakes/ppa && \
@@ -23,7 +22,6 @@ RUN apt-get update && \
         apt-utils \
         build-essential \
         ca-certificates \
-        clinfo \
         curl \
         git \
         git-lfs \
@@ -35,7 +33,6 @@ RUN apt-get update && \
         rsync \
         sudo \
         libnl-genl-3-200 \
-        xpu-smi \
         unzip \
         ffmpeg \
         tesseract-ocr \
@@ -45,34 +42,47 @@ RUN apt-get update && \
     apt-get clean && \
     rm -rf /var/lib/apt/lists/*
 
-
 RUN apt-get update && \
     apt-get install -y \
-        linux-headers-$(uname -r) \
-        linux-modules-extra-$(uname -r) \
+        linux-headers-$(uname -r) linux-modules-extra-$(uname -r) \
         flex bison \
-        intel-fw-gpu intel-i915-dkms xpu-smi \
+        intel-fw-gpu intel-i915-dkms xpu-smi intel-ocloc clinfo\
         intel-opencl-icd libze-intel-gpu1 libze1 \
         intel-media-va-driver-non-free libmfx-gen1 libvpl2 \
-        libegl-mesa0 libegl1-mesa libegl1-mesa-dev libgbm1 libgl1-mesa-dev libgl1-mesa-dri \
+        libegl-mesa0 libegl1 libegl1-mesa-dev libgbm1 libgl1-mesa-dev libgl1-mesa-dri \
         libglapi-mesa libglx-mesa0 libigdgmm12 libxatracker2 mesa-va-drivers \
-        mesa-vdpau-drivers mesa-vulkan-drivers va-driver-all vainfo hwinfo clinfo intel-ocloc \
+        mesa-vdpau-drivers mesa-vulkan-drivers va-driver-all vainfo hwinfo \
         libigc-dev intel-igc-cm libigdfcl-dev libigfxcmrt-dev libze-dev && \
     apt-get clean && \
     rm -rf  /var/lib/apt/lists/*
 
-RUN pip install --upgrade pip
-RUN pip install triton==3.3.0
+# Use virtual env because Ubuntu-24 does not allowed pip on original python
+RUN curl -LsSf https://astral.sh/uv/install.sh | sh
+ENV PATH="/root/.local/bin:$PATH"
+ENV VIRTUAL_ENV="/opt/venv"
+ENV UV_PYTHON_INSTALL_DIR=/opt/uv/python
+RUN uv venv --python ${PYTHON_VER} --seed ${VIRTUAL_ENV}
+ENV PATH="$VIRTUAL_ENV/bin:$PATH"
+
+RUN pip install --upgrade pip wheel
+RUN pip install triton==3.4.0
 
-RUN pip install torch==2.7.0 torchvision==0.22.0 torchaudio==2.7.0 --index-url https://download.pytorch.org/whl/xpu --no-cache-dir
+RUN pip install torch==2.8.0+xpu torchvision==0.23.0+xpu torchaudio==2.8.0+xpu --index-url https://download.pytorch.org/whl/xpu --no-cache-dir
 
-RUN pip install evaluate torchdata pyctcdecode pytesseract decord galore-torch fire scipy scikit-learn sentencepiece sacremoses nltk rouge_score librosa soundfile g2p_en mpi4py requests_mock
-RUN pip install pretty_midi essentia resampy Levenshtein av sacrebleu phonemizer invisible_watermark schedulefree
-RUN pip install gguf hqq compressed_tensors gptqmodel mergekit autoawq deepspeed torchao onnx
-RUN pip install hf_transfer huggingface-hub hf-doc-builder datasets optimum-quanto timm transformers accelerate optimum peft
+RUN pip install torchcodec torchdata --no-cache-dir
 
+RUN pip install evaluate pyctcdecode pytesseract decord galore-torch fire scipy scikit-learn sentencepiece sacremoses nltk rouge_score librosa soundfile g2p_en mpi4py requests_mock
+RUN pip install pretty_midi essentia resampy Levenshtein av sacrebleu phonemizer invisible_watermark schedulefree setuptools
+RUN pip install gptqmodel --no-build-isolation
+RUN pip install gguf hqq compressed_tensors autoawq deepspeed torchao onnx auto_round
+RUN pip install hf_transfer huggingface-hub hf-doc-builder datasets optimum-quanto timm transformers accelerate optimum peft diffusers trl kernels
+
+# install liger-kernel
 RUN pip install git+https://github.com/linkedin/Liger-Kernel.git --extra-index-url https://download.pytorch.org/whl/test/xpu
 
+# install mergekit
+RUN pip install --break-system-packages git+https://github.com/arcee-ai/[email protected]
+
 # install bitsandbytes
 RUN pip install git+https://github.com/bitsandbytes-foundation/bitsandbytes.git