c++ - Cannot run TensorFlow compiled with MKL -


i've compiled latest tensorflow on ubuntu 16.04 cuda , mkl so

bazel build --config=opt --cxxopt="-d_glibcxx_use_cxx11_abi=0" --config=mkl --config=cuda //tensorflow/tools/pip_package:build_pip_package

and when i'm trying run i'm getting error saying 1 of intel's libraries can't found. i've found other people who're installing different dnn framework struggling https://github.com/paddlepaddle/paddle/issues/3213 , found intel doc https://software.intel.com/en-us/articles/intel-mkl-dnn-part-1-library-overview-and-installation says these files should become avilable when follow directions in doc far understood this. i've followed directions , seems have worked, in reality libmklml_intel.so , libiomp5.so files weren't added /usr/local/lib.

>>> import tensorflow  traceback (most recent call last):   file "<stdin>", line 1, in <module>   file "/usr/local/lib/python2.7/dist-packages/tensorflow/__init__.py", line 24, in <module>     tensorflow.python import *   file "/usr/local/lib/python2.7/dist-packages/tensorflow/python/__init__.py", line 49, in <module>     tensorflow.python import pywrap_tensorflow   file "/usr/local/lib/python2.7/dist-packages/tensorflow/python/pywrap_tensorflow.py", line 52, in <module>     raise importerror(msg) importerror: traceback (most recent call last):   file "/usr/local/lib/python2.7/dist-packages/tensorflow/python/pywrap_tensorflow.py", line 41, in <module>     tensorflow.python.pywrap_tensorflow_internal import *   file "/usr/local/lib/python2.7/dist-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>     _pywrap_tensorflow_internal = swig_import_helper()   file "/usr/local/lib/python2.7/dist-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 24, in swig_import_helper     _mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description) importerror: libmklml_intel.so: cannot open shared object file: no such file or directory

edit: actually, located in /mkl-dnn/external/mklml_lnx_2018.0.20170720/lib after i've cloned mkl-dnn git , followed directions in https://software.intel.com/en-us/articles/intel-mkl-dnn-part-1-library-overview-and-installation

actually, libs located in /mkl-dnn/external/mklml_lnx_2018.0.20170720/lib after i've cloned mkl-dnn git , followed directions in https://software.intel.com/en-us/articles/intel-mkl-dnn-part-1-library-overview-and-installation

so copied them /usr/local/lib , included folders in .bashrc as

export library_path=/usr/local/lib:$library_path export ld_library_path=/usr/local/lib:$ld_library_path

and reloaded .bashrc

source ~/.bashrc

and tensorflow works.


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