Facebook Announces Open Source Deep Learning Framework Caffe 2
[Global Technology Report] According to the British media reported on April 19, at the Facebook F8 Developer Conference, Facebook announced the open source Caffe2 deep learning framework for artificial intelligence models and application development.
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Caffe2 is product-oriented and is committed to the configuration of large-scale machine learning systems on smartphones. Caffe2 is very different from Facebook's other framework, PyTorch, which is more suitable for research and easier for programmers to experiment with different neural networks.
Facebook is collaborating with Nvidia to integrate Caffe2 into the deep learning and development library of the graphics chip so that the framework can take advantage of the Nvidia graphics hardware acceleration. Intel, Microsoft and Amazon also cooperated with Facebook to ensure that Caffe2 is suitable for their systems and services.
At the same time, Qualcomm's NeuroProcessor Development Kit supports Caffe2 and Google TensorFlow. It makes the software closely related to the neural network data unit, using the top high-pass Snapdragon 835 integrated system chip. The NeuroProcessor Development Kit will be available in July. Qualcomm's chips have been applied to millions of Android systems.
According to the report, this means that developers can use Facebook's technology to develop applications to compete with SnapChat. SnapChat is a popular photo-taking application among young people that hinders Facebook CEO Mark Zuckerberg’s plan to dominate the world.
Caffe2 does more than just add cartoon doodles to photos. It has a wide range of uses, such as supporting developers to create chat bots, connecting Internet of Things services, using machine translation and voice, and medical image recognition algorithms. (Internship Compilation: Hu Qiyao Reviewer: Li Zongze)
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