Baidu open sources its deep learning platform PaddlePaddle

The software will be released on GitHub on Sept. 30

Taking a cue from some of its U.S. peers like Google, Chinese Internet search giant Baidu has decided to open source its deep learning platform.

The company claims that the platform, code-named PaddlePaddle after PArallel Distributed Deep LEarning, will let developers focus on the high-level structure of their models without having to worry about the low-level details. A machine translation program written with PaddlePaddle, for example, requires significantly less code than on other popular deep learning platforms, said Baidu spokeswoman Calisa Cole.

The PaddlePaddle platform has been used in-house by Baidu to develop products and technologies for search ranking, large-scale image classification, optical character recognition, machine translation and advertising, Baidu said.

The company will release the software with documentation and specs to GitHub on Sept. 30, under an Apache open source license. A pre-release Alpha version is already available.

Google announced in November last year the open source release of TensorFlow, its second-generation machine learning system. Microsoft has also released under an open source license a deep learning toolkit called Computational Network Toolkit (CNTK) that describes neural networks as a series of computational steps through a directed graph. Facebook has also released to the open source community some of its deep learning software.

Open sourcing bring benefits to these companies as they can tap into a larger community of researchers, engineers and even hobbyists fixing the code and building on it.

Baidu holds that its platform makes it easy for enthusiasts and programmers to take advantage of deep learning tools, and is not just designed for machine-learning researchers. "We believe PaddlePaddle is an important addition to the other deep learning tools out there because it's easier to get up and running,” Cole said.

Baidu also sees an opportunity for a variety of deep learning platforms, targeting different kinds of people. “There are so many areas that are being touched by deep learning, and it makes sense that different tools will be right for different types of people," Cole said. She cited healthcare and transportation as two of the many industries that could benefit from artificial intelligence.

The platform supports widely-used neural network architectures, such as convolutional neural networks and recurrent neural networks, and can scale to a large numbers of GPUs or CPUs on multiple machines. To take advantage of the power of heterogeneous computing, optimization occurs at different levels of the platform including computing, memory, architecture and communication, Baidu said.

Join the newsletter!

Error: Please check your email address.
Rocket to Success - Your 10 Tips for Smarter ERP System Selection
Keep up with the latest tech news, reviews and previews by subscribing to the Good Gear Guide newsletter.

John Ribeiro

IDG News Service
Show Comments

Cool Tech

Breitling Superocean Heritage Chronographe 44

Learn more >

SanDisk MicroSDXC™ for Nintendo® Switch™

Learn more >

Toys for Boys

Family Friendly

Panasonic 4K UHD Blu-Ray Player and Full HD Recorder with Netflix - UBT1GL-K

Learn more >

Stocking Stuffer

Razer DeathAdder Expert Ergonomic Gaming Mouse

Learn more >

Christmas Gift Guide

Click for more ›

Most Popular Reviews

Latest Articles

Resources

PCW Evaluation Team

Walid Mikhael

Brother QL-820NWB Professional Label Printer

It’s easy to set up, it’s compact and quiet when printing and to top if off, the print quality is excellent. This is hands down the best printer I’ve used for printing labels.

Ben Ramsden

Sharp PN-40TC1 Huddle Board

Brainstorming, innovation, problem solving, and negotiation have all become much more productive and valuable if people can easily collaborate in real time with minimal friction.

Sarah Ieroianni

Brother QL-820NWB Professional Label Printer

The print quality also does not disappoint, it’s clear, bold, doesn’t smudge and the text is perfectly sized.

Ratchada Dunn

Sharp PN-40TC1 Huddle Board

The Huddle Board’s built in program; Sharp Touch Viewing software allows us to easily manipulate and edit our documents (jpegs and PDFs) all at the same time on the dashboard.

George Khoury

Sharp PN-40TC1 Huddle Board

The biggest perks for me would be that it comes with easy to use and comprehensive programs that make the collaboration process a whole lot more intuitive and organic

David Coyle

Brother PocketJet PJ-773 A4 Portable Thermal Printer

I rate the printer as a 5 out of 5 stars as it has been able to fit seamlessly into my busy and mobile lifestyle.

Featured Content

Product Launch Showcase

Latest Jobs

Don’t have an account? Sign up here

Don't have an account? Sign up now

Forgot password?