forked from prehistoric-systems/comixify
75810f7c84
* Add deeper nima profiling * Switch to bmp format * Switch NIMA to GPU * Update tensorflow-gpu version * Remove NIMA profiling * Remove unused imports
55 lines
2.4 KiB
Text
55 lines
2.4 KiB
Text
FROM nvidia/cuda:9.0-cudnn7-devel
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RUN apt-get update && apt-get install -y apt-utils software-properties-common && \
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add-apt-repository ppa:jonathonf/python-3.6 && \
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apt-get update && apt-get -y install python3 python3-pip python3.6 python3.6-dev python3.6-venv vim ffmpeg \
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build-essential cmake git libgtk2.0-dev pkg-config libavcodec-dev \
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wget libatlas-base-dev libboost-all-dev libgflags-dev \
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libgoogle-glog-dev libhdf5-serial-dev libleveldb-dev \
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liblmdb-dev libopencv-dev libprotobuf-dev \
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libsnappy-dev protobuf-compiler \
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python-numpy python-setuptools python-scipy \
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libavformat-dev libswscale-dev unzip && \
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python3.6 -m pip install --upgrade pip && \
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python3.6 -m pip install jupyter ipywidgets jupyterlab && \
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python3.6 -m pip install h5py keras && \
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python3.6 -m pip install scikit-image opencv-contrib-python pyyaml
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RUN mkdir /comixify
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COPY ./Makefile.config /comixify/Makefile.config
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ENV CAFFE_ROOT=/opt/caffe
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WORKDIR $CAFFE_ROOT
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ENV CLONE_TAG=1.0
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RUN git clone -b ${CLONE_TAG} --depth 1 https://github.com/BVLC/caffe.git . && \
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cp /comixify/Makefile.config ./Makefile.config && \
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cd python && for req in $(cat requirements.txt) pydot; do python3.6 -m pip install $req; done && cd .. && \
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sed -i '415s/.*/NVCCFLAGS += -D_FORCE_INLINES -ccbin=$(CXX) -Xcompiler -fPIC $(COMMON_FLAGS)/' Makefile && \
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echo "# ---[ Includes" >> CMakeLists.txt && \
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echo "set(${CMAKE_CXX_FLAGS} "-D_FORCE_INLINES ${CMAKE_CXX_FLAGS}")" >> CMakeLists.txt && \
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ls -la /usr/lib/x86_64-linux-gnu && \
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ln -s /usr/lib/x86_64-linux-gnu/libboost_python-py35.so /usr/lib/x86_64-linux-gnu/libboost_python3.so && \
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make all -j"$(nproc)" && \
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make distribute
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ENV PYCAFFE_ROOT $CAFFE_ROOT/python
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ENV PYTHONPATH $PYCAFFE_ROOT:$PYTHONPATH
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ENV PATH $CAFFE_ROOT/build/tools:$PYCAFFE_ROOT:$PATH
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RUN echo "$CAFFE_ROOT/build/lib" >> /etc/ld.so.conf.d/caffe.conf && ldconfig && \
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python3.6 $CAFFE_ROOT/scripts/download_model_binary.py $CAFFE_ROOT/models/bvlc_googlenet && \
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python3.6 -m pip install markdown=="2.6.11" && \
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python3.6 -m pip install python-dateutil --upgrade
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WORKDIR /comixify
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COPY . /comixify
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RUN unzip popularity/pretrained_model/svr_test_11.10.sk.zip -d popularity/pretrained_model/ && \
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python3.6 -m pip install -r requirements.txt
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# Port to expose
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EXPOSE 8008
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ENTRYPOINT ["sh", "entrypoint.sh"]
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CMD ['start']
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