29 lines
1013 B
Docker
29 lines
1013 B
Docker
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# Base Image
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FROM nvidia/cuda:11.3.1-cudnn8-runtime-ubuntu20.04
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# System Dependencies and Cleanup
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RUN apt-get update -y && \
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DEBIAN_FRONTEND=noninteractive TZ=Etc/UTC apt-get install -y tzdata && \
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apt-get install -y software-properties-common ffmpeg libsm6 libxext6 libhdf5-serial-dev netcdf-bin libnetcdf-dev && \
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add-apt-repository ppa:ubuntugis/ubuntugis-unstable && \
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apt-get update && \
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apt-get install -y curl build-essential gdal-bin libgdal-dev libpq-dev python3-gdal python3-pip apt-transport-https ca-certificates gnupg && \
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apt-get clean && \
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rm -rf /var/lib/apt/lists/*
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# Copy only the necessary files
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COPY requirements.txt /micrograd/requirements.txt
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# Install Python Packages
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RUN pip install --no-cache-dir -r /micrograd/requirements.txt
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# Set Working Directory and Prepare App
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WORKDIR /micrograd
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COPY micrograd /micrograd/micrograd
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COPY test /micrograd/test
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COPY app.py /micrograd/app.py
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RUN mkdir -p /root/.cache/torch/hub/checkpoints/
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CMD ["python3", "app.py"]
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