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58 lines
2.4 KiB
58 lines
2.4 KiB
ARG BASE=python:3.7
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FROM ${BASE}
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# FROM 9.2-base-ubuntu18.04
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# https://gitlab.com/nvidia/container-images/cuda/blob/ubuntu18.04/9.2/base/Dockerfile
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RUN apt-get update && apt-get install -y --no-install-recommends gnupg2 curl ca-certificates \
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&& curl -fsSL https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1710/x86_64/7fa2af80.pub | apt-key add - \
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&& echo "deb https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1710/x86_64 /" > /etc/apt/sources.list.d/cuda.list \
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&& echo "deb https://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1604/x86_64 /" > /etc/apt/sources.list.d/nvidia-ml.list \
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&& apt-get purge --autoremove -y curl \
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&& rm -rf /var/lib/apt/lists/*
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ENV CUDA_VERSION 9.2.148
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ENV CUDA_PKG_VERSION 9-2=$CUDA_VERSION-1
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RUN apt-get update \
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&& apt-get install -y --no-install-recommends \
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cuda-cudart-$CUDA_PKG_VERSION \
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&& ln -s cuda-9.2 /usr/local/cuda \
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&& rm -rf /var/lib/apt/lists/*
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LABEL com.nvidia.volumes.needed="nvidia_driver"
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LABEL com.nvidia.cuda.version="${CUDA_VERSION}"
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RUN echo "/usr/local/nvidia/lib" >> /etc/ld.so.conf.d/nvidia.conf \
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&& echo "/usr/local/nvidia/lib64" >> /etc/ld.so.conf.d/nvidia.conf
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ENV PATH /usr/local/nvidia/bin:/usr/local/cuda/bin:${PATH}
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ENV LD_LIBRARY_PATH /usr/local/nvidia/lib:/usr/local/nvidia/lib64
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ENV NVIDIA_VISIBLE_DEVICES all
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ENV NVIDIA_DRIVER_CAPABILITIES compute,utility
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ENV NVIDIA_REQUIRE_CUDA "cuda>=9.2"
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# FROM 9.2-runtime-ubuntu18.04
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# https://gitlab.com/nvidia/container-images/cuda/blob/ubuntu18.04/9.2/runtime/Dockerfile
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ENV NCCL_VERSION 2.3.7
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RUN apt-get update \
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&& apt-get install -y --no-install-recommends \
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cuda-libraries-$CUDA_PKG_VERSION \
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cuda-nvtx-$CUDA_PKG_VERSION \
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libnccl2=$NCCL_VERSION-1+cuda9.2 \
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&& apt-mark hold libnccl2 \
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&& rm -rf /var/lib/apt/lists/*
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# FROM 9.2-runtime-cudnn7-ubuntu18.04
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# https://gitlab.com/nvidia/container-images/cuda/blob/ubuntu18.04/9.2/runtime/cudnn7/Dockerfile
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ENV CUDNN_VERSION 7.5.0.56
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LABEL com.nvidia.cudnn.version="${CUDNN_VERSION}"
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RUN apt-get update \
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&& apt-get install -y --no-install-recommends libcudnn7=$CUDNN_VERSION-1+cuda9.2 \
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&& apt-mark hold libcudnn7 \
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&& rm -rf /var/lib/apt/lists/*
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RUN mkdir -p /model
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ENV MODEL_PATH /model
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COPY audio_example.mp3 .
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# Spleeter installation.
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RUN apt-get update && apt-get install -y ffmpeg libsndfile1
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RUN pip install musdb museval
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RUN pip install spleeter-gpu==1.4.9
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ENTRYPOINT ["spleeter"]
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