Deep Learning Architecture Design

Intermediary transaction SEO diagnosis Taobao guest Cloud host technology Lobby text | Yang Ying Wang special writing Hu Yun drawing | litingting Good design has the power to attract people's hearts. You'll find that even seemingly good designs can make people pay a premium. But a really good design, with a unique perspective and wisdom to constantly revise the various loopholes in life, to provide aesthetic beauty, of course, can also help the company shape the brand. Designer Mitch Kaupol in the 1990 edition of the "Software Design Manifesto", said: "Designers ...

The scarcity of machine learning talent and the company's commitment to automating machine learning and completely eliminating the need for ML expertise are often on the headlines of the media.

The past spring Festival has allowed programmers to have a rare holiday break, but artificial intelligence in the holiday has been improving, we saw the Facebook AI director Yann LeCun, the Hong Kong University of Science and Technology, Director of the Department of Computer and Engineering Yangqiang and other artificial intelligence Daniel's cool thinking about the upsurge of artificial intelligence, Google has also seen the development of artificial intelligence gaming systems that transcend human levels in specific conditions. 　　Here's a look at the new Year's inspiration from Daniel's artificial intelligence. Yann LECUN:IBM True North is "the straw race science" ...

Information architecture is the communication bridge between product and user cognition, and it is an important standard to evaluate a design product. This article on the mobile phone-side reading products as an example to talk about the information structure of understanding and understanding. What is an information architecture? Information architecture is the combination structure that affects system organization, navigation and classification label in information environment, and it is the carrier of information visual expression. Information architecture affects the availability and accessibility of information. In other words, the core task of information architecture is to establish proper navigation, and to present organized and orderly information to target users for easy access and management. Second, mobile phone-side information ...

During the 2017 YunQi Computing Conference held in Shenzhen, Alibaba Cloud’s Chief Science Officer Dr Jingren Zhou officially launched the updated version of its machine learning platform “PAI 2.0”.

"Editor's note" Deep convolution neural network has a wide range of application scenarios, in this paper, the deep convolution neural network deep CNNs multi-GPU model parallel and data parallel framework for the detailed sharing, through a number of worker group to achieve data parallelism, the same worker Multiple worker implementation models in a group are parallel. In the framework, the three-stage parallel pipelined I/O and CPU processing time are implemented, and the model parallel engine is designed and implemented, which improves the execution efficiency of the model parallel computation, and solves the data by transmits layer ...

Some tasks are more complicated to code directly. We can't handle all the nuances and simple coding. Therefore, machine learning is necessary. Instead, we provide a large amount of data to machine learning algorithms, allowing the algorithm to continuously explore the data and build models to solve the problem.

"Editor's note" Nvidia links GPU to machine learning more closely with the release of the Cudnn library, while achieving direct integration of the CUDNN and depth learning frameworks, allowing researchers to seamlessly utilize the GPU on these frameworks, ignoring low-level optimizations in the deep learning system, Focus more on more advanced machine learning issues. By releasing a set of libraries called CUDNN, nvidia links the GPU to machine learning more closely. It is reported that CUDNN can be directly integrated with the current popular depth learning framework. Nvid ...

Recently she moved from Shanghai to Beijing to work with more interactive designers and felt a strong industry presence. 09 students engaged in the industry only 5 people, 10 roughly estimated 15 people. Mentors told me that after more than 40 industrial design masters almost all chose to interact design direction. Some people say that the interactive design era is coming, in fact, only the development of the industry has created more employment opportunities. But the reality is not so bright, after entering the new industry designers face many problems encountered in the development bottleneck can not find a solution. There is no direction, no own career planning. 10243.h ...

Many excellent designs emerged in the 2011, with the updating of the operating system and the improvement of hardware performance, the user's demand for mobile applications is also rising, and the interface design is promoted to a new height. 　　Mobile application is no longer to move content from the Internet to mobile devices, but to solve the problem of the equipment itself, according to user needs from the visual feelings, style trends, operating methods, information architecture and content rendering in various aspects of mining design possibilities, to bring users a new experience. This article summarizes the hot products of the interface design, summed up the next year to focus on the design ...