Facebook’s latest open-source tool will dramatically speed up AI projects
Since becoming actively involved with the artificial intelligence ecosystem in early 2015, Facebook Inc. has made numerous contributions ranging from niche software modules to entire server blueprints. The social networking giant expanded its repertoire yet again this week by open-sourcing a toolkit called Torchnet that provides building blocks for deep learning projects.
As the name implies, it’s designed for use with Torch, a popular AI development framework that has been adopted by several of Facebook’s engineering teams. Torchnet’s main selling point is a set of five programming abstractions meant to common tasks involved in implementing deep learning functionality. One module provides logic for training models and testing their accuracy, while another helps assess the results. The remaining components are focused on more mundane activities like managing the large volumes of data that are required to carry out such experiments.
Torchnet can dramatically reduce the amount of new code that has to be produced for a deep learning project, which saves valuable time and resources. As a result, organizations developing software using Torch will be able to reduce delivery times while enabling their engineers to move onto other tasks quickler, speeding up operations all around. The functionality should help make Facebook much more competitive against the other tech giants that are working to expand their presence in the artificial intelligence world.
One of the company’s biggest rivals in this space is Alphabet Inc., which last year released an open-source Torch competitor called TensorFlow that is starting to make serious inroads. Meanwhile, Microsoft Corp. and Amazon Inc. are also offering free AI development tools in a bid to replicate the search giant’s success. The web-scale crowd can be expected to continue churning out new technologies as interest in deep learning increases among enterprises.
Image via Pixabay
Since you’re here …
Show your support for our mission with our one-click subscription to our YouTube channel (below). The more subscribers we have, the more YouTube will suggest relevant enterprise and emerging technology content to you. Thanks!
Support our mission: >>>>>> SUBSCRIBE NOW >>>>>> to our YouTube channel.
… We’d also like to tell you about our mission and how you can help us fulfill it. SiliconANGLE Media Inc.’s business model is based on the intrinsic value of the content, not advertising. Unlike many online publications, we don’t have a paywall or run banner advertising, because we want to keep our journalism open, without influence or the need to chase traffic.The journalism, reporting and commentary on SiliconANGLE — along with live, unscripted video from our Silicon Valley studio and globe-trotting video teams at theCUBE — take a lot of hard work, time and money. Keeping the quality high requires the support of sponsors who are aligned with our vision of ad-free journalism content.