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iDeep: Intel Deep Learning Extension Package

Intel Deep Learning Extension Package is a module for collection of accelerated deep learning operations like convolution, deconvolution, relu etc. It uses Intel MKL-DNN as acceleration engine.

Requirements

This preview version of iDeep is tested on Ubuntu 16.04 and OS X.

Minimum requirements:

  • Cmake3
  • GCC 5.3+
  • C++ compiler with C++11 standard support
  • MKL-DNN 0.1+
  • Python 2.7.6+, 3.5.2+, 3.6.0+
  • Numpy 1.13
  • Swig 3.0.12
  • Doxygen 1.8.5

Other requirements:

  • Testing utilities
    • Gtest
    • pytest

Installation

iDeep Cpp API

Head file mode to introduce iDeep Cpp APIs:

#include "ideep.hpp"

Pin singleton head file to one Cpp file of your project to instance iDeep singletons.

@@ main.cc
#include "ideep_pin_singletons.hpp"

Install iDeep python package

If you use old setuptools, upgrade it:

pip install -U setuptools

Install iDeep python package(ideep4py) from the source code:

git submodule update --init && mkdir build && cd build && cmake ..
cd ../python
python setup.py install

More information

License

MIT License (see LICENSE file).