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FROM nvidia/cuda:11.3.1-base-ubuntu20.04
ENV PYTHON_VERSION=3.8
RUN export DEBIAN_FRONTEND=noninteractive \
&& apt-get -qq update \
&& apt-get -qq install --no-install-recommends \
libsndfile1-dev \
git \
python${PYTHON_VERSION} \
python${PYTHON_VERSION}-venv \
python3-pip \
&& rm -rf /var/lib/apt/lists/*
RUN ln -s -f /usr/bin/python${PYTHON_VERSION} /usr/bin/python3 && \
ln -s -f /usr/bin/python${PYTHON_VERSION} /usr/bin/python && \
ln -s -f /usr/bin/pip3 /usr/bin/pip
RUN pip install --upgrade pip
# 2. Copy files
COPY . /src
RUN pip install torch==1.12.1+cu113 torchaudio==0.12.1 --extra-index-url https://download.pytorch.org/whl/cu113
WORKDIR /src
# 3. Install dependencies
RUN pip install -r requirements-docker.txt
RUN python3 setup.py install
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