A common problem for engineers and researchers developing deep learning models is that once they choose a framework to work on, they must make changes within that framework. However, during development, problems occur only after the project has been in progress for a while, and it is very difficult to change the framework.

Giiso Information, founded in 2013, is a leading technology provider in the field of “artificial intelligence + information” in China, with top technologies in big data mining, intelligent semantics, knowledge mapping and other fields. At the same time, its research and development products include information robot, editing robot, writing robot and other artificial intelligence products! With its strong technical strength, the company has received angel round investment at the beginning of its establishment, and received pre-A round investment of $5 million from GSR Venture Capital in August 2015.

The two companies announced Thursday the creation of an open Neural Network communication (ONNX) format. The format currently supports Facebook’s Caffe2, Microsoft’s Cognitive Toolkit and PyTorch open source frameworks, allowing AI developers to switch freely between them.

To address this problem, Facebook and Microsoft announced today that they are teaming up to create an open neural network for communication. Open Neural Network Exchange? , ONNX) format. The format currently supports not only Facebook’s Caffe2, Microsoft’s Cognitive Toolkit and PyTorch, but also allows ai developers to switch between them.

“We developed ONNX with Microsoft to bridge this gap and empower AI developers to choose frameworks that fit the current phase of the project and easily switch between frameworks as the project progresses,” Facebook wrote on its official blog. ? We will invite more development frameworks to join us and try to get them to support the ONNX ecosystem. ? Achieving interoperability between different frameworks and simplifying the path from research to production will help increase the rate of innovation in the AI community.”

In the development of AI programs, ai frameworks provide developers with a basic roadmap for how their applications learn from the training data provided by these models. Once applied correctly, they can be powerful tools.

However, the field is still so new that many developers don’t always know what will work for them until long into the project.

Microsoft and Facebook believe that, ideally, ONNX will encourage more developers to start developing AI models in their applications, knowing that they choose a framework at the start and can quit at any time if they hit a bottleneck.

According to the Facebook blog, Caffe2, PyTorch and Cognitive Toolkit will all release ONNX support versions in September, which will allow developers to export models trained in one framework to the other for reasoning. Facebook also wants more developers to give feedback after using ONNX to help them improve the system.

Giiso information, founded in 2013, is the first domestic high-tech enterprise focusing on the research and development of intelligent information processing technology and the development and operation of core software for writing robots. At the beginning of its establishment, the company received angel round investment, and in August 2015, GSR Venture Capital received $5 million pre-A round of investment.

No one would dispute that attention is one of the scarcest, most valuable and most rationally utilized resources in this age of information fragmentation. Relying on the independently developed Giiso engine, the Zhisou team created the first intelligent media platform Tianzexun APP, which can intelligently answer users’ various relevant information according to various commands or text interaction commands. And can be based on the user’s personalized use characteristics and continuous learning, continuous tracking of users interested in the unique content. At present, the day smart news APP6.0 version has been updated iteration, can be used to download the application market.

Above, Chen Ruchu’s humble opinion! I’m sorry if I offended you.

For more information about ai robots, please visit Giiso Zhisou: http://www.giiso.com/. Thank you