65 lines
2.0 KiB
Docker
65 lines
2.0 KiB
Docker
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ARG BASE_IMAGE=pytorch/pytorch:2.3.1-cuda12.1-cudnn8-runtime
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ARG MODEL_SIZE=base_plus
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FROM ${BASE_IMAGE}
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# Gunicorn environment variables
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ENV GUNICORN_WORKERS=1
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ENV GUNICORN_THREADS=2
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ENV GUNICORN_PORT=5000
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# SAM 2 environment variables
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ENV APP_ROOT=/opt/sam2
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ENV PYTHONUNBUFFERED=1
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ENV SAM2_BUILD_CUDA=0
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ENV MODEL_SIZE=${MODEL_SIZE}
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# Install system requirements
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RUN apt-get update && apt-get install -y --no-install-recommends \
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ffmpeg \
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libavutil-dev \
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libavcodec-dev \
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libavformat-dev \
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libswscale-dev \
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pkg-config \
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build-essential \
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libffi-dev
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COPY setup.py .
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COPY README.md .
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RUN pip install --upgrade pip setuptools
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RUN pip install -e ".[interactive-demo]"
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# https://github.com/Kosinkadink/ComfyUI-VideoHelperSuite/issues/69#issuecomment-1826764707
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RUN rm /opt/conda/bin/ffmpeg && ln -s /bin/ffmpeg /opt/conda/bin/ffmpeg
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# Make app directory. This directory will host all files required for the
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# backend and SAM 2 inference files.
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RUN mkdir ${APP_ROOT}
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# Copy backend server files
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COPY demo/backend/server ${APP_ROOT}/server
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# Copy SAM 2 inference files
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COPY sam2 ${APP_ROOT}/server/sam2
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# Download SAM 2.1 checkpoints
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ADD https://dl.fbaipublicfiles.com/segment_anything_2/092824/sam2.1_hiera_tiny.pt ${APP_ROOT}/checkpoints/sam2.1_hiera_tiny.pt
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ADD https://dl.fbaipublicfiles.com/segment_anything_2/092824/sam2.1_hiera_small.pt ${APP_ROOT}/checkpoints/sam2.1_hiera_small.pt
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ADD https://dl.fbaipublicfiles.com/segment_anything_2/092824/sam2.1_hiera_base_plus.pt ${APP_ROOT}/checkpoints/sam2.1_hiera_base_plus.pt
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ADD https://dl.fbaipublicfiles.com/segment_anything_2/092824/sam2.1_hiera_large.pt ${APP_ROOT}/checkpoints/sam2.1_hiera_large.pt
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WORKDIR ${APP_ROOT}/server
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# https://pythonspeed.com/articles/gunicorn-in-docker/
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CMD gunicorn --worker-tmp-dir /dev/shm \
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--worker-class gthread app:app \
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--log-level info \
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--access-logfile /dev/stdout \
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--log-file /dev/stderr \
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--workers ${GUNICORN_WORKERS} \
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--threads ${GUNICORN_THREADS} \
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--bind 0.0.0.0:${GUNICORN_PORT} \
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--timeout 60
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