-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathtg_base_all_machine_learning_rcnn.Dockerfile
141 lines (112 loc) · 4.61 KB
/
tg_base_all_machine_learning_rcnn.Dockerfile
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
#first build the other one (tg_all_ml_dockerfile)
# nvidia-docker build -t tg/all_machine_learning_rcnn:1 -f tg_all_machine_learning_rcnn.Dockerfile .
then #2
# nvidia-docker build -t tg/all_machine_learning_rcnn:2 -f tg_all_machine_learning_rcnn.Dockerfile .
#then build this one
# nvidia-docker build -t tg/base_all_machine_learning_rcnn:1 -f tg_base_all_machine_learning_rcnn.Dockerfile .
FROM tg/all_machine_learning_rcnn:2
# To prevent `debconf: unable to initialize frontend: Dialog` error
ENV DEBIAN_FRONTEND=noninteractive
ENV PYTHON_VERSION 2.7
ENV OPENCV_VERSION 3.1.0
ENV NUM_CORES 32
RUN NUM_CORES=$(nproc)
########
#if you run into trouble with i386 requirements do this first: (the libc6 was something i happened to need)
#RUN dpkg --add-architecture i386
#RUN apt-get update
#RUN apt-get install libc6-dbg
#RUN apt-get install libc6-dbg:i386
RUN apt-get update && \
apt-get install -y --no-install-recommends \
ca-certificates \
pkg-config \
build-essential \
libfreetype6-dev \
libpng12-dev \
wget \
python$PYTHON_VERSION-dev \
unzip \
cmake \
git \
ssh \
libatlas-base-dev \
libboost-all-dev \
gfortran \
libtbb2 \
libtbb-dev \
libjasper-dev \
libgtk2.0-dev \
libavcodec-dev \
libavformat-dev \
libswscale-dev \
libjpeg-dev \
libtiff-dev \
libhdf5-dev \
nano \
screen
#OpenCV
WORKDIR /
RUN wget https://github.com/Itseez/opencv/archive/${OPENCV_VERSION}.zip -O opencv3.zip
RUN unzip -q opencv3.zip
RUN mv /opencv-${OPENCV_VERSION} /opencv
RUN rm opencv3.zip
#RUN wget https://github.com/Itseez/opencv_contrib/archive/${OPENCV_VERSION}.zip -O opencv_contrib3.zip
#RUN unzip -q opencv_contrib3.zip
#RUN mv /opencv_contrib-${OPENCV_VERSION} /opencv_contrib
#RUN rm opencv_contrib3.zip
RUN mkdir /opencv/build
WORKDIR /opencv/build
RUN cmake -D CMAKE_BUILD_TYPE=RELEASE \
-D CMAKE_INSTALL_PREFIX=$(python -c "import sys; print(sys.prefix)") \
# -D OPENCV_EXTRA_MODULES_PATH=/opencv_contrib/modules \
-D PYTHON_EXECUTABLE=$(which python) \
-D BUILD_EXAMPLES=OFF \
-D INSTALL_C_EXAMPLES=OFF \
-D INSTALL_PYTHON_EXAMPLES=OFF \
-D INSTALL_TESTS=OFF \
-D BUILD_opencv_java=OFF \
-D WITH_IPP=OFF \
-D WITH_TBB=ON \
-D BUILD_NEW_PYTHON_SUPPORT=ON \
-D WITH_QT=OFF ..
#cmake -D CMAKE_BUILD_TYPE=RELEASE -D CMAKE_INSTALL_PREFIX=$(python -c "import sys; print(sys.prefix)") -D PYTHON_EXECUTABLE=$(which python) -D BUILD_EXAMPLES=OFF -D INSTALL_C_EXAMPLES=OFF -D INSTALL_PYTHON_EXAMPLES=OFF -D INSTALL_TESTS=OFF -D BUILD_opencv_java=OFF -D WITH_IPP=OFF -D WITH_TBB=ON -D BUILD_NEW_PYTHON_SUPPORT=ON -D WITH_QT=OFF ..
RUN make -j24
RUN make install && make clean
RUN ldconfig
#for some reason the cv2.so isnt put anywhere useful.
RUN ln -s /opencv/build/lib/cv2.so /usr/lib/python2.7/dist-packages/
WORKDIR /
COPY requirements.txt .
RUN pip install -r requirements.txt
# Get the maxmind geoip db. TODO: have this auto-update
WORKDIR /usr/local/lib/python2.7/dist-packages/maxminddb
RUN wget http://geolite.maxmind.com/download/geoip/database/GeoLite2-Country.mmdb.gz
RUN gzip -d GeoLite2-Country.mmdb.gz
WORKDIR /
# Make ssh dir
RUN mkdir /root/.ssh/
# Copy over private key, and set permissions
COPY id_rsa /root/.ssh/id_rsa
# Create known_hosts
RUN touch /root/.ssh/known_hosts
# Add bitbucket key
RUN ssh-keyscan bitbucket.org >> /root/.ssh/known_hosts
RUN ssh-keyscan github.com >> /root/.ssh/known_hosts
RUN chmod 400 ~/.ssh/id_rsa
#hitting host key verification failed in following line
RUN git clone git@bitbucket.org:trendiGuru/rq-tg.git && pip install -e rq-tg
RUN git clone git@github.com:trendiguru/core.git /usr/lib/python2.7/dist-packages/trendi
#things that didnt come up in requirements.txt for whatever reason
RUN apt-get update
#jeremy convenience
RUN echo "0,20,40 * * * * /usr/lib/python2.7/trendi/classifier_stuff/auto_progress_plots.sh" >> /var/spool/cron/crontabs/root
#RUN ln -s /usr/lib/python2.7/dist-packages/trendi/classifier_stuff/caffe_nns/jrlayers.py /root/caffe/python
RUN ln -s /usr/lib/python2.7/dist-packages/trendi/classifier_stuff/caffe_nns/jrlayers2.py /root/caffe/python
#RUN ln -s /usr/lib/python2.7/dist-packacges/trendi/classifier_stuff/caffe_nns/surgery.py /root/caffe/python
#RUN ln -s /usr/lib/python2.7/dist-packages/trendi/classifier_stuff/caffe_nns/score.py /root/caffe/python
RUN echo "alias gp='git -C /usr/lib/python2.7/dist-packages/trendi pull'" >> /root/.bashrc
RUN echo "alias tgj='/usr/lib/python2.7/dist-packages/trendi/classifier_stuff/caffe_nns'" >> /root/.bashrc
RUN echo "alias tgd='/usr/lib/python2.7/dist-packages/trendi'" >> /root/.bashrc
RUN echo "alias tgnn='/usr/lib/python2.7/dist-packages/trendi/classifier_stuff/caffe_nns'" >> /root/.bashrc
CMD ["bash"]