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FROM nvidia/cuda:11.7.1-devel-ubuntu20.04
WORKDIR /workspace
# Basic installs
ARG DEBIAN_FRONTEND=noninteractive
ENV TZ='America/Detroit'
RUN apt-get update -qq \
&& apt-get -y --no-install-recommends install \
build-essential software-properties-common wget git tar rsync ninja-build \
&& apt-get clean all \
&& rm -r /var/lib/apt/lists/*
# Install Miniconda3 23.3.1
ENV PATH="/root/.local/miniconda3/bin:$PATH"
RUN mkdir -p /root/.local \
&& wget https://repo.anaconda.com/miniconda/Miniconda3-py39_23.3.1-0-Linux-x86_64.sh \
&& mkdir /root/.conda \
&& bash Miniconda3-py39_23.3.1-0-Linux-x86_64.sh -b -p /root/.local/miniconda3 \
&& rm -f Miniconda3-py39_23.3.1-0-Linux-x86_64.sh \
&& ln -sf /root/.local/miniconda3/etc/profile.d/conda.sh /etc/profile.d/conda.sh
# Install PyTorch and Zeus
RUN pip install torch==2.0.1 zeus-ml==0.4.0
# Install requirements for benchmarking
ADD . /workspace/leaderboard
RUN cd leaderboard \
&& pip install -r requirements-benchmark.txt \
&& cd ..
ENV TRANSFORMERS_CACHE=/data/leaderboard/hfcache
WORKDIR /workspace/leaderboard
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