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FROM nvidia/cuda:11.3.1-devel-ubuntu20.04
ARG DEBIAN_FRONTEND=noninteractive
RUN apt-get update && apt-get install -y --no-install-recommends \
build-essential \
cmake \
git \
curl \
ca-certificates \
libjpeg-dev \
libpng-dev && \
rm -rf /var/lib/apt/lists/*
WORKDIR /tmp
RUN curl -o ~/miniconda.sh https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh && \
chmod +x ~/miniconda.sh && \
~/miniconda.sh -b -p /opt/conda && \
rm ~/miniconda.sh
RUN /opt/conda/bin/conda create --name chroma python=3.9.7
RUN /opt/conda/envs/chroma/bin/pip install torch==1.12.1+cu113 --extra-index-url https://download.pytorch.org/whl/cu113
WORKDIR /workspace
COPY . .
RUN /opt/conda/envs/chroma/bin/pip install .
ENV PATH /opt/conda/envs/chroma/bin:$PATH