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Dockerfile.tensorflow-gpu
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Dockerfile.tensorflow-gpu
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FROM tensorflow/tensorflow:1.4.1-gpu-py3
LABEL maintainer="Alexis Kofman <[email protected]>"
ENV PKG_CONFIG_PATH="/usr/local/lib/pkgconfig" \
LD_LIBRARY_PATH="/usr/local/lib" \
SRC="/usr/local" \
OPENCV_VERSION="3.3.1" \
FFMPEG_VERSION="3.4" \
FDKAAC_VERSION="0.1.5" \
LAME_VERSION="3.99.5" \
OGG_VERSION="1.3.3" \
OPENCOREAMR_VERSION="0.1.5" \
OPUS_VERSION="1.2.1" \
THEORA_VERSION="1.1.1" \
VORBIS_VERSION="1.3.5" \
VPX_VERSION="1.6.1" \
X264_VERSION="20171204-2245-stable" \
X265_VERSION="2.6" \
XVID_VERSION="1.3.4" \
FREETYPE_VERSION="2.8.1" \
LIBVIDSTAB_VERSION="1.1.0" \
OPENCV_SHA256SUM="5dca3bb0d661af311e25a72b04a7e4c22c47c1aa86eb73e70063cd378a2aa6ee 3.3.1.tar.gz" \
FFMPEG_SHA256SUM="6ed03b00404a3923e3c2f560248a9c9ad79fbaaee26d723f74aae6b31fe2bae6 ffmpeg-3.4.tar.gz" \
FDKAAC_SHA256SUM="ff53d1d01cacc29c071e23192dfefa93bdbeaf775fc5d296259b4859d0306b79 v0.1.5.tar.gz" \
LAME_SHA256SUM="24346b4158e4af3bd9f2e194bb23eb473c75fb7377011523353196b19b9a23ff lame-3.99.5.tar.gz" \
OGG_SHA256SUM="c2e8a485110b97550f453226ec644ebac6cb29d1caef2902c007edab4308d985 libogg-1.3.3.tar.gz" \
OPENCOREAMR_SHA256SUM="2c006cb9d5f651bfb5e60156dbff6af3c9d35c7bbcc9015308c0aff1e14cd341 opencore-amr-0.1.5.tar.gz" \
OPUS_SHA256SUM="cfafd339ccd9c5ef8d6ab15d7e1a412c054bf4cb4ecbbbcc78c12ef2def70732 opus-1.2.1.tar.gz" \
THEORA_SHA256SUM="40952956c47811928d1e7922cda3bc1f427eb75680c3c37249c91e949054916b libtheora-1.1.1.tar.gz" \
VORBIS_SHA256SUM="6efbcecdd3e5dfbf090341b485da9d176eb250d893e3eb378c428a2db38301ce libvorbis-1.3.5.tar.gz" \
VPX_SHA256SUM="cda8bb6f0e4848c018177d3a576fa83ed96d762554d7010fe4cfb9d70c22e588 v1.6.1" \
X264_SHA256SUM="73eeeed30b5c5dd2ac677383f123cf03ed05a38ef12cfcf78559fe468fdec46f x264-snapshot-20171204-2245-stable.tar.bz2" \
X265_SHA256SUM="1bf0036415996af841884802161065b9e6be74f5f6808ac04831363e2549cdbf x265_2.6.tar.gz" \
XVID_SHA256SUM="4e9fd62728885855bc5007fe1be58df42e5e274497591fec37249e1052ae316f xvidcore-1.3.4.tar.gz" \
FREETYPE_SHA256SUM="876711d064a6a1bd74beb18dd37f219af26100f72daaebd2d86cb493d7cd7ec6 freetype-2.8.1.tar.gz" \
LIBVIDSTAB_SHA256SUM="14d2a053e56edad4f397be0cb3ef8eb1ec3150404ce99a426c4eb641861dc0bb v1.1.0.tar.gz"
## INSTALL FFMPEG https://ffmpeg.org
RUN apt-get -yqq update && \
apt-get install -yq --no-install-recommends ca-certificates expat libgomp1 && \
buildDeps="autoconf \
automake \
cmake \
curl \
bzip2 \
libexpat1-dev \
g++ \
gcc \
git \
gperf \
libtool \
make \
nasm \
perl \
pkg-config \
python \
libssl-dev \
yasm \
zlib1g-dev" && \
apt-get install -yq --no-install-recommends ${buildDeps} && \
export MAKEFLAGS="-j$(($(grep -c ^processor /proc/cpuinfo) + 1))" && \
#RUN \
## opencore-amr https://sourceforge.net/projects/opencore-amr/
DIR=$(mktemp -d) && cd ${DIR} && \
curl -sLO https://downloads.sf.net/project/opencore-amr/opencore-amr/opencore-amr-${OPENCOREAMR_VERSION}.tar.gz && \
echo ${OPENCOREAMR_SHA256SUM} | sha256sum --check && \
tar -zx --strip-components=1 -f opencore-amr-${OPENCOREAMR_VERSION}.tar.gz && \
./configure --prefix="${SRC}" --bindir="${SRC}/bin" --enable-shared --datadir=${DIR} && \
make && \
make install && \
rm -rf ${DIR} && \
#RUN \
## x264 http://www.videolan.org/developers/x264.html
DIR=$(mktemp -d) && cd ${DIR} && \
curl -sLO ftp://ftp.videolan.org/pub/videolan/x264/snapshots/x264-snapshot-${X264_VERSION}.tar.bz2 && \
echo ${X264_SHA256SUM} | sha256sum --check && \
tar -jx --strip-components=1 -f x264-snapshot-${X264_VERSION}.tar.bz2 && \
./configure --prefix="${SRC}" --bindir="${SRC}/bin" --enable-pic --enable-shared --disable-cli && \
make && \
make install && \
rm -rf ${DIR} && \
#RUN \
## x265 http://x265.org/
DIR=$(mktemp -d) && cd ${DIR} && \
curl -sLO https://download.videolan.org/pub/videolan/x265/x265_${X265_VERSION}.tar.gz && \
echo ${X265_SHA256SUM} | sha256sum --check && \
tar -zx -f x265_${X265_VERSION}.tar.gz && \
cd x265_v${X265_VERSION}/build/linux && \
./multilib.sh && \
make -C 8bit install && \
rm -rf ${DIR} && \
#RUN \
## libogg https://www.xiph.org/ogg/
DIR=$(mktemp -d) && cd ${DIR} && \
curl -sLO http://downloads.xiph.org/releases/ogg/libogg-${OGG_VERSION}.tar.gz && \
echo ${OGG_SHA256SUM} | sha256sum --check && \
tar -zx --strip-components=1 -f libogg-${OGG_VERSION}.tar.gz && \
./configure --prefix="${SRC}" --bindir="${SRC}/bin" --disable-static --datarootdir=${DIR} && \
make && \
make install && \
rm -rf ${DIR} && \
#RUN \
## libopus https://www.opus-codec.org/
DIR=$(mktemp -d) && cd ${DIR} && \
curl -sLO https://archive.mozilla.org/pub/opus/opus-${OPUS_VERSION}.tar.gz && \
echo ${OPUS_SHA256SUM} | sha256sum --check && \
tar -zx --strip-components=1 -f opus-${OPUS_VERSION}.tar.gz && \
autoreconf -fiv && \
./configure --prefix="${SRC}" --disable-static --datadir="${DIR}" && \
make && \
make install && \
rm -rf ${DIR} && \
#RUN \
## libvorbis https://xiph.org/vorbis/
DIR=$(mktemp -d) && cd ${DIR} && \
curl -sLO http://downloads.xiph.org/releases/vorbis/libvorbis-${VORBIS_VERSION}.tar.gz && \
echo ${VORBIS_SHA256SUM} | sha256sum --check && \
tar -zx --strip-components=1 -f libvorbis-${VORBIS_VERSION}.tar.gz && \
./configure --prefix="${SRC}" --with-ogg="${SRC}" --bindir="${SRC}/bin" \
--disable-static --datadir="${DIR}" && \
make && \
make install && \
rm -rf ${DIR} && \
#RUN \
## libtheora http://www.theora.org/
DIR=$(mktemp -d) && cd ${DIR} && \
curl -sLO http://downloads.xiph.org/releases/theora/libtheora-${THEORA_VERSION}.tar.gz && \
echo ${THEORA_SHA256SUM} | sha256sum --check && \
tar -zx --strip-components=1 -f libtheora-${THEORA_VERSION}.tar.gz && \
./configure --prefix="${SRC}" --with-ogg="${SRC}" --bindir="${SRC}/bin" \
--disable-static --datadir="${DIR}" && \
make && \
make install && \
rm -rf ${DIR} && \
#RUN \
## libvpx https://www.webmproject.org/code/
DIR=$(mktemp -d) && cd ${DIR} && \
curl -sLO https://codeload.github.com/webmproject/libvpx/tar.gz/v${VPX_VERSION} && \
echo ${VPX_SHA256SUM} | sha256sum --check && \
tar -zx --strip-components=1 -f v${VPX_VERSION} && \
./configure --prefix="${SRC}" --enable-vp8 --enable-vp9 --enable-pic --disable-debug --disable-examples --disable-docs --disable-install-bins --enable-shared && \
make && \
make install && \
rm -rf ${DIR} && \
#RUN \
## libmp3lame http://lame.sourceforge.net/
DIR=$(mktemp -d) && cd ${DIR} && \
curl -sLO https://downloads.sf.net/project/lame/lame/${LAME_VERSION%.*}/lame-${LAME_VERSION}.tar.gz && \
echo ${LAME_SHA256SUM} | sha256sum --check && \
tar -zx --strip-components=1 -f lame-${LAME_VERSION}.tar.gz && \
./configure --prefix="${SRC}" --bindir="${SRC}/bin" --disable-static --enable-nasm --datarootdir="${DIR}" && \
make && \
make install && \
rm -rf ${DIR} && \
#RUN \
## xvid https://www.xvid.com/
DIR=$(mktemp -d) && cd ${DIR} && \
curl -sLO http://downloads.xvid.org/downloads/xvidcore-${XVID_VERSION}.tar.gz && \
echo ${XVID_SHA256SUM} | sha256sum --check && \
tar -zx -f xvidcore-${XVID_VERSION}.tar.gz && \
cd xvidcore/build/generic && \
./configure --prefix="${SRC}" --bindir="${SRC}/bin" --datadir="${DIR}" --disable-static --enable-shared && \
make && \
make install && \
rm -rf ${DIR} && \
#RUN \
## fdk-aac https://github.com/mstorsjo/fdk-aac
DIR=$(mktemp -d) && cd ${DIR} && \
curl -sLO https://github.com/mstorsjo/fdk-aac/archive/v${FDKAAC_VERSION}.tar.gz && \
echo ${FDKAAC_SHA256SUM} | sha256sum --check && \
tar -zx --strip-components=1 -f v${FDKAAC_VERSION}.tar.gz && \
autoreconf -fiv && \
./configure --prefix="${SRC}" --disable-static --datadir="${DIR}" && \
make && \
make install && \
make distclean && \
rm -rf ${DIR} && \
#RUN \
## freetype https://www.freetype.org/
DIR=$(mktemp -d) && cd ${DIR} && \
curl -sLO http://download.savannah.gnu.org/releases/freetype/freetype-${FREETYPE_VERSION}.tar.gz && \
echo ${FREETYPE_SHA256SUM} | sha256sum --check && \
tar -zx --strip-components=1 -f freetype-${FREETYPE_VERSION}.tar.gz && \
./configure --disable-static --enable-shared && \
make && \
make install && \
make distclean && \
rm -rf ${DIR} && \
#RUN \
## libvstab https://github.com/georgmartius/vid.stab
DIR=$(mktemp -d) && cd ${DIR} && \
curl -sLO https://github.com/georgmartius/vid.stab/archive/v${LIBVIDSTAB_VERSION}.tar.gz &&\
echo ${LIBVIDSTAB_SHA256SUM} | sha256sum --check && \
tar -zx --strip-components=1 -f v${LIBVIDSTAB_VERSION}.tar.gz && \
cmake . && \
make && \
make install && \
rm -rf ${DIR} && \
# RUN \
## ffmpeg
DIR=$(mktemp -d) && cd ${DIR} && \
curl -sLO https://ffmpeg.org/releases/ffmpeg-${FFMPEG_VERSION}.tar.gz && \
echo ${FFMPEG_SHA256SUM} | sha256sum --check && \
tar -zx --strip-components=1 -f ffmpeg-${FFMPEG_VERSION}.tar.gz && \
./configure \
--bindir="${SRC}/bin" \
--disable-debug \
--disable-doc \
--disable-ffplay \
--disable-static \
--enable-avresample \
--enable-gpl \
--enable-libopencore-amrnb \
--enable-libopencore-amrwb \
--enable-libfdk_aac \
--enable-libfreetype \
--enable-libvidstab \
--enable-libmp3lame \
--enable-libopus \
--enable-libtheora \
--enable-libvorbis \
--enable-libvpx \
--enable-libx264 \
--enable-libx265 \
--enable-libxvid \
--enable-nonfree \
--enable-openssl \
--enable-postproc \
--enable-shared \
--enable-small \
--enable-version3 \
--extra-cflags="-I${SRC}/include" \
--extra-ldflags="-L${SRC}/lib" \
--extra-libs=-ldl \
--prefix="${SRC}" && \
make && \
make install && \
make distclean && \
hash -r && \
cd tools && \
make qt-faststart && \
cp qt-faststart ${SRC}/bin && \
rm -rf ${DIR} && \
# ## INSTALL OPENCV http://opencv.org
#RUN \
opencvDeps="libopencv-dev qtbase5-dev" && \
apt-get -yqq install ${opencvDeps} && \
#RUN \
## opencv
DIR=$(mktemp -d) && cd ${DIR} && \
# OpenCV depends on NumPy. It represents images as NumPy arrays, so we need to install NumPy
curl -sLO https://github.com/opencv/opencv/archive/${OPENCV_VERSION}.tar.gz && \
echo ${OPENCV_SHA256SUM} | sha256sum --check && \
tar xzvf ${OPENCV_VERSION}.tar.gz && \
cd opencv-${OPENCV_VERSION} && \
mkdir build && cd build && \
cmake -D CMAKE_INSTALL_PREFIX=/usr/local \
-D CMAKE_BUILD_TYPE=RELEASE \
-D FORCE_VTK=ON \
-D WITH_TBB=ON \
-D WITH_V4L=ON \
-D WITH_QT=ON \
-D WITH_OPENGL=ON \
-D WITH_CUBLAS=ON \
-D CUDA_NVCC_FLAGS="-D_FORCE_INLINES --expt-relaxed-constexpr" \
-D WITH_GDAL=ON \
-D WITH_XINE=ON \
-D INSTALL_C_EXAMPLES=OFF \
-D INSTALL_PYTHON_EXAMPLES=OFF \
-D BUILD_EXAMPLES=OFF .. && \
make -j $(($(nproc) + 1)) && \
make install && \
/bin/bash -c 'echo "/usr/local/lib" > /etc/ld.so.conf.d/opencv.conf' && \
ldconfig && \
rm -rf ${DIR} && \
# ## CLEANUP
cd && \
apt-get autoremove -y && \
apt-get clean -y