Menu
Microsoft opens up its deep-learning toolkit on GitHub

Microsoft opens up its deep-learning toolkit on GitHub

The machine-learning software is now available to anyone under an MIT license

Microsoft took another step on its open-source sharing journey Monday by releasing on GitHub a toolkit it uses internally for deep learning.

Dubbed CNTK -- short for Computational Network Toolkit -- the open-source software is a unified deep-learning toolkit that describes neural networks as a series of computational steps via a directed graph. It's proven significantly more efficient than Google's TensorFlow tool and other competing tools, Microsoft says.

Microsoft has used CNTK internally to help advance speech recognition in products such as Cortana, but it says it could be useful to a wide variety of other users as well, including not just companies focused on deep learning but also those that need to process large quantities of data in real time.

The software has been available to academic researchers for almost a year under a more restrictive custom license via Microsoft's CodePlex site. Now on GitHub, it's available for download using the more permissive MIT license.

Last November, Microsoft made much the same move with its Distributed Machine Learning Toolkit (DMTK). That same month, Google took a similar step by releasing its own TensorFlow machine-learning system under an Apache 2.0 license.

Microsoft has been using CNTK on a set of GPU-based computers, but such computational muscle isn't required, it says.

"The combination of CNTK and Azure GPU Lab allows us to build and train deep neural nets for Cortana speech recognition up to 10 times faster than our previous deep-learning system," explained Xuedong Huang, Microsoft's chief speech scientist, in a December blog post. "We've seen firsthand the kind of performance CNTK can deliver, and we think it could make an even greater impact within the broader machine learning and AI community."


Follow Us

Join the newsletter!

Error: Please check your email address.

Tags Microsoft

Featured

Slideshows

Meet the top performing HP partners in NZ

Meet the top performing HP partners in NZ

HP honoured leading partners across the channel at the Partner Awards 2017 in New Zealand, recognising excellence across the entire print and personal systems portfolio.

Meet the top performing HP partners in NZ
Tech industry comes together as Lexel celebrates turning 30

Tech industry comes together as Lexel celebrates turning 30

Leading figures within the technology industry across New Zealand came together to celebrate 30 years of success for Lexel Systems, at a milestone birthday occasion at St Matthews in the City.​

Tech industry comes together as Lexel celebrates turning 30
HP re-imagines education through Auckland event launch

HP re-imagines education through Auckland event launch

HP New Zealand held an inaugural Evolve Education event at Aotea Centre in Auckland, welcoming over 70 principals, teachers and education experts to explore ways of shaping and enhancing learning using technology.

HP re-imagines education through Auckland event launch
Show Comments