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On December 29, the 2022 Tianyi Digital Technology Ecological Conference opened on the cloud. At the meeting, Shao Guanglu, general manager of China Telecom, released the Galaxy AI platform, which aims to conform to the development trend of the times and the needs of industrial development. precision cnc customized metal machining services
According to reports, this is the world’s first artificial intelligence product and capability platform based on cloud-network integration and equipped with four-level computing power of “full network, region, edge, and end”. Shao Guanglu pointed out that the Galaxy platform has demonstrated strong capabilities in terms of computing power, PaaS, applications, data processing, and ecological cooperation.
In terms of computing power, as the platform resource base of AI PaaS, Xinghe has deployed tens of thousands of GPU card resources all over the country and supports unified scheduling;
In terms of PaaS, Galaxy is based on a unified AI-PaaS component, which can adapt to 8 mainstream GPUs at home and abroad, provides a unified forward reasoning framework, and realizes convenient and efficient algorithm loading;
In terms of application, Galaxy will serve as China Telecom’s unified algorithm cabin, supporting the one-stop listing of its own and ecological partners’ algorithms, and supporting algorithm orchestration and real-time scheduling and parameter adjustment by time period, level and region, greatly improving the efficiency of AI application delivery; precision cnc customized metal machining services
In terms of data processing, Galaxy provides a unified data preprocessing paradigm to realize flexible resource subscription and unified data management;
In terms of AI ecological construction, an OEM supplier hardware ecosystem, an ISV application integrator software ecosystem, and an AS channel agent ecosystem have been established to promote the integration of upstream and downstream industries and jointly build a prosperous AI industry ecosystem.
In addition, Shao Guanglu focused on two key technological breakthroughs made during the empowerment practice of the Galaxy platform.
The first is to preload algorithmic capabilities to achieve algorithmic training cost reduction, efficiency increase and performance improvement. In order to solve the industry-recognized AI large-scale development problems such as the training accuracy of long-tail scenarios and the difficulty of obtaining small samples, China Telecom Galaxy AI Platform and Pujiang National Artificial Intelligence Laboratory jointly developed the industry’s first urban governance-oriented real business The general large-scale model of – “Galaxy” general visual model. The large model adopts a multi-granularity self-supervised learning mechanism, which shortens the training cycle and R&D investment by more than 70%. At the same time, the large model has strong task generalization and high-efficiency small-sample migration capabilities, empowering downstream task algorithms, and the required sample size can be reduced by 90%. In some downstream tasks, the performance effect is more than 10% higher than that of the dedicated model. . China Telecom will open up the large model interface of urban governance for ecological partners, successively launch large models in multiple fields such as smart industry, and enrich the algorithm preloading capability of the platform. precision cnc customized metal machining services
The second is the aggregation of massive data and loading of scenes to realize the empowerment of thousands of industries. At present, the platform has formed an end-to-end platform enabling system of “data integration, capability aggregation, unified architecture, and ecological openness”, realizing the deep integration of cloud network, computing power and platform, and supporting four-level computing power public cloud and privatized deployment2 Various models to adapt to the needs of various customers in different business scenarios. Relying on four-level computing power and various algorithms, the Galaxy AI platform has cooperated with more than 100 industry partners to bring together many scene-based comprehensive information solutions such as smart city, social governance, industrial quality inspection, bright kitchen and bright stove, and intelligent customer service. Support the implementation of more than 500 industrial digitalization projects.
Talking about the prospect of the Galaxy platform, Shao Guanglu said that based on the overall capabilities of the Galaxy platform and continuous breakthroughs in key technologies, China Telecom will continue to upgrade the capabilities of the Galaxy AI platform, and cooperate with various partners to jointly provide integrated cloud and integrated solutions for thousands of industries. Digital products and services that are safe, AI-integrated, and platform-integrated. precision cnc customized metal machining services