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Gennady_F_Intel

Moderator

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12-22-2015
10:15 AM

222 Views

Deep Neural Network extensions for Intel MKL

Deep neural network (DNN) applications grow in importance in various areas including internet search engines, retail and medical imaging. Intel recognizes importance of these workloads and is developing software solutions to accelerate these applications on Intel Architecture that will become available in future versions of Intel® Math Kernel Library (Intel® MKL) and Intel® Data Analytics Acceleration Library (Intel® DAAL).

While we are working on new functionality we published a series of articles demonstrating DNN optimizations with Caffe framework and AlexNet topology:

- Deep Neural Network Technical Preview For Intel Math(R) Kernel Library
- Intel(R) Math Kernel Library for Deep Neural Networks (Intel(R) MKL-DNN)
- Intel Fork of BVLC/Caffe

Technical details on optimizations we did in the technical previews are available in Intel Lab’s Pradeep Dubey blog:

- Myth Busted: General Purpose CPUs Can’t Tackle Deep Neural Network Training
- Myth Busted: General Purpose CPUs Can’t Tackle Deep Neural Network Training – Part 2

You can also take a sneak peek at Intel MKL DNN extensions programming model and functionality using Deep Neural Network Technical Preview for Intel® Math Kernel Library (Intel® MKL). The feedback we get with this preview is essential to shape future Intel MKL products.

5 Replies

JohnNichols

New Contributor II

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05-24-2016
12:46 PM

222 Views

How do we actually get hold of this program -- I have use?

Janko__Bayncore_

Beginner

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09-27-2016
10:52 AM

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Hi John,

you might have seen that this was officially released this month: https://software.intel.com/en-us/forums/intel-math-kernel-library/topic/684829

You can find the code on GitHub (https://github.com/01org/mkl-dnn) and more information on the website https://01.org/mkl-dnn

Best

jean-vezina

Beginner

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03-23-2017
05:18 PM

222 Views

Good evening,

After a few hours of trying to fix the CMAKE errors, I have just discovered that it is not possible now to build MKL-DNN for Windows 64-bit.

That should be clearly be specified in the release notes.

Regards,

Jean

Tejaswini_S_Intel

Employee

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05-10-2017
01:30 PM

222 Views

Hi,

How can we add new layers to a network (CNN) and see if works with MKL?

Regards,

Tejaswini

SKost

Valued Contributor II

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05-15-2017
12:12 PM

222 Views

For more complete information about compiler optimizations, see our Optimization Notice.