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Update Dockerfile (GPU Support, Workdir, Permissions) #1313

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Sep 20, 2023
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Update Dockerfile (GPU Support, Workdir, Permissions) #1313

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d4f7e3d
Update Dockerfile
ffalkenberg Sep 12, 2023
f80476c
Update Dockerfile
ffalkenberg Sep 18, 2023
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Update Dockerfile 
tensorflow/tensorflow:latest-gpu as base image
removed venv again
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@ffalkenberg
ffalkenberg authored Sep 18, 2023
commit f80476c44bcbb43a302f7fc55e73b94045628cb0
11 changes: 6 additions & 5 deletions Dockerfile
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@@ -1,20 +1,21 @@
FROM nvcr.io/nvidia/tensorflow:22.10.1-tf2-py3
# Use the TensorFlow GPU image as the base image. This image also works with CPU-only setups
FROM tensorflow/tensorflow@sha256:b4676741c491bff3d0f29c38c369281792c7d5c5bfa2b1aa93e5231a8d236323

ENV PYTHONUNBUFFERED=1
ENV PYTHONDONTWRITEBYTECODE=1
ENV DOCTR_CACHE_DIR=/app/.cache
ENV PATH=/app/venv/bin:$PATH

WORKDIR /app

COPY . .
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# Install necessary dependencies for video processing and GUI operations
RUN apt-get update \
&& apt-get install --no-install-recommends ffmpeg libsm6 libxext6 python3-venv -y \
&& apt-get install --no-install-recommends ffmpeg libsm6 libxext6 -y \
&& apt-get autoremove -y \
&& rm -rf /var/lib/apt/lists/*

RUN python -m venv /app/venv \
&& pip install --upgrade pip setuptools wheel \
# Install the current application with TensorFlow extras and modify permissions
RUN pip install --upgrade pip setuptools wheel \
&& pip install -e .[tf] \
&& chmod -R a+w /app