mirror of https://github.com/bmaltais/kohya_ss
50 lines
2.0 KiB
Docker
50 lines
2.0 KiB
Docker
FROM nvcr.io/nvidia/pytorch:23.04-py3 as base
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ENV DEBIAN_FRONTEND=noninteractive
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ENV TZ=Europe/London
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RUN apt update && apt-get install -y software-properties-common
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RUN add-apt-repository ppa:deadsnakes/ppa && \
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apt update && \
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apt-get install -y git curl libgl1 libglib2.0-0 libgoogle-perftools-dev \
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python3.10-dev python3.10-tk python3-html5lib python3-apt python3-pip python3.10-distutils && \
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rm -rf /var/lib/apt/lists/*
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# Set python 3.10 and cuda 11.8 as default
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RUN update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.10 3 && \
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update-alternatives --set python3 /usr/bin/python3.10 && \
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update-alternatives --set cuda /usr/local/cuda-11.8
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RUN curl -sS https://bootstrap.pypa.io/get-pip.py | python3
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WORKDIR /app
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RUN python3 -m pip install wheel
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# Todo: Install torch 2.1.0 for cu121 support (only available as nightly as of writing)
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## RUN python3 -m pip install --pre torch ninja setuptools --extra-index-url https://download.pytorch.org/whl/nightly/cu121
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# Todo: Install xformers nightly for Torch 2.1.0 support
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## RUN python3 -m pip install -v -U git+https://github.com/facebookresearch/xformers.git@main#egg=xformers
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# Install requirements
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COPY requirements_unix.txt setup.py ./
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RUN python3 -m pip install --use-pep517 -r requirements_unix.txt xformers
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# Replace pillow with pillow-simd
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RUN python3 -m pip uninstall -y pillow && \
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CC="cc -mavx2" python3 -m pip install -U --force-reinstall pillow-simd
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# Fix missing libnvinfer7
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USER root
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RUN ln -s /usr/lib/x86_64-linux-gnu/libnvinfer.so /usr/lib/x86_64-linux-gnu/libnvinfer.so.7 && \
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ln -s /usr/lib/x86_64-linux-gnu/libnvinfer_plugin.so /usr/lib/x86_64-linux-gnu/libnvinfer_plugin.so.7
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RUN useradd -m -s /bin/bash appuser && \
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chown -R appuser: /app
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USER appuser
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COPY --chown=appuser . .
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STOPSIGNAL SIGINT
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ENV LD_PRELOAD=libtcmalloc.so
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ENV PATH="$PATH:/home/appuser/.local/bin"
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CMD python3 "./kohya_gui.py" ${CLI_ARGS} --listen 0.0.0.0 --server_port 7860
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