How can I use Tensorflow in tizen studio?

I want to use tensorflow in tizen.

Tizen studio's architecture is x86.
But tensorflow is only 64-bit. How can I use tensorflow in tizen studio??

Solution

Download packages for target device

tensorflow
python
db4

mkdir tmp
cd tmp

BASE_URL='http://download.tizen.org/snapshots/tizen/5.0-base/latest/repos/standard/packages/armv7l/'
wget -O - $BASE_URL 2>/dev/null | egrep 'db4-[0-9]' | awk -F'"' '{print $2}' | xargs -i wget $BASE_URL{}
wget -O - $BASE_URL 2>/dev/null | egrep 'python-[0-9]' | awk -F'"' '{print $2}' | xargs -i wget $BASE_URL{}

UNIFIED_URL='http://download.tizen.org/snapshots/tizen/5.0-unified/latest/repos/standard/packages/armv7l/'
wget -O - $UNIFIED_URL 2>/dev/null | grep 'tensorflow-v' | awk -F'"' '{print $2}' | xargs -i wget $UNIFIED_URL{}

Install packages on target device

sdb root on; sdb shell 'mount -o remount,rw /'
sdb push *.rpm /tmp

sdb shell 'cd /tmp; rpm -ivh --force db4*.rpm; rpm -ivh --force *python*.rpm; rpm -ivh --force tensorflow*.rpm'

cd ..
rm -r tmp

Download packages needed for building

tensorflow
tensorflow-devel
libpython-2.7
libgfortran
libgomp

mkdir tmp
cd tmp

BASE_URL='http://download.tizen.org/snapshots/tizen/5.0-base/latest/repos/standard/packages/armv7l/'
wget -O - $BASE_URL 2>/dev/null | grep 'libpython-2.7' | awk -F'"' '{print $2}' | xargs -i wget $BASE_URL{}
wget -O - $BASE_URL 2>/dev/null | grep 'libgfortran-' | awk -F'"' '{print $2}' | xargs -i wget $BASE_URL{}
wget -O - $BASE_URL 2>/dev/null | grep 'libgomp-' | awk -F'"' '{print $2}' | xargs -i wget $BASE_URL{}

UNIFIED_URL='http://download.tizen.org/snapshots/tizen/5.0-unified/latest/repos/standard/packages/armv7l/'
wget -O - $UNIFIED_URL 2>/dev/null | grep 'tensorflow' | grep -v 'lite' | awk -F'"' '{print $2}' | xargs -i wget $UNIFIED_URL{}

Extract header and so files and selectively import to project lib folder

ls *.rpm | xargs -i bash -c "rpm2cpio {} | cpio -idmv"

cd usr/lib/
ln -s libpython2.7.so.1.0 libpython2.7.so
ln -s libgfortran.so.3 libgfortran.so

cp libgfortran.so* libgomp.so.1* libpython2.7.so* libpywrap_tensorflow_internal.so ../../../lib/

cd ../include
cp -r tensorflow ../../../inc/

cd ../../..
rm -r tmp

Set up include path in Tizen Studio project

screenshot

Set up library path and add libraries to Tizen Studio project

screenshot

Note that if you want to build the project for emulator, you have to use library files for x86 architecture, so you would have to replace "armv7l" in all the URLs above with "i686"