gpu_machine_learner / Dockerfile
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FROM nvidia/cuda:11.7.1-cudnn8-runtime-ubuntu20.04
ENV DEBIAN_FRONTEND=noninteractive
RUN apt update && \
apt install -y bash \
build-essential \
git \
git-lfs \
curl \
ca-certificates \
libsndfile1-dev \
libgl1 \
python3.8 \
python3-pip \
python3.8-venv && \
rm -rf /var/lib/apt/lists
WORKDIR /code
COPY ./requirements.txt /code/requirements.txt
RUN python3 -m pip install --no-cache-dir --upgrade pip && \
python3 -m pip install --no-cache-dir --upgrade -r /code/requirements.txt
RUN useradd -m -u 1000 user
USER user
ENV HOME=/home/user \
PATH=/home/user/.local/bin:$PATH
WORKDIR $HOME/server
COPY --chown=user . $HOME/server
CMD ["uvicorn", "api.main:api", "--host", "0.0.0.0", "--port", "7860"]