wehub-resource-sync
44 lines
915 B
Docker
44 lines
915 B
Docker
FROM nvidia/cuda:12.4.1-devel-ubuntu22.04
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ENV DEBIAN_FRONTEND=noninteractive
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ENV PYTHONUNBUFFERED=1
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RUN apt-get update && apt-get install -y --no-install-recommends \
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python3.12 \
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python3.12-venv \
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python3.12-dev \
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python3-pip \
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git \
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curl \
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build-essential \
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&& rm -rf /var/lib/apt/lists/*
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RUN update-alternatives --install /usr/bin/python python /usr/bin/python3.12 1
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RUN python -m pip install --no-cache-dir --upgrade pip setuptools wheel
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RUN python -m pip install --no-cache-dir \
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torch==2.3.1 \
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torchvision==0.18.1 \
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torchaudio==2.3.1 \
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--index-url https://download.pytorch.org/whl/cu124
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RUN python -m pip install --no-cache-dir \
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numpy \
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pandas \
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scikit-learn \
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matplotlib \
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jupyter \
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transformers \
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datasets \
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accelerate \
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safetensors
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WORKDIR /workspace
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VOLUME ["/workspace", "/models"]
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EXPOSE 8888
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CMD ["python"]
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