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The latest achievements of vivo Arm Joint Laboratory are unveiled! Create more efficient end-side AI heterogeneous computing

2025-09-10 15:01:52 HKT

On September 10, 2025, the Arm Unlocked 2025 AI Technology Summit kicked off in Shanghai today. At the meeting, the latest achievements of vivo Arm Joint Laboratory were officially unveiled. The two sides carried out joint research and verification on Arm's new generation of high-performance computing technology, and went deep into the micro-architecture level to achieve the innovative features of SME2 on smartphones. This progress marks that since the establishment of the joint laboratory, the two sides have adhered to the innovative concept of user needs-oriented, and achieved a key step from technological innovation to experience implementation.

Vivo Senior Vice President and Chief Technology Officer Shi Yujian said: "vivo is very honored to work with Arm to implement the industry's cutting-edge SME2 innovative features on smartphones. Arm's latest generation of high-performance computing technology and advanced features such as SME2 will bring mobile user experience to a new height. Users can experience the surprises brought by technological progress on vivo's upcoming flagship products."

In the past year, through the Blue Crystal Chip Technology Stack and Arm's advanced software tools and software library, vivo and Arm jointly carried out performance and power consumption analysis based on core scenarios, evaluate and verify the chip architecture and new functions, and achieved technical results in user scenario analysis, CPU, GPU, new AI features, security and other directions, fully unleashing the chip potential, and truly transform technology into user-perceived experience improvement.

New breakthrough in end-side AI! The two parties work together to implement innovative features of SME2 on smartphones

As the continuous implementation and deepening of application of end-side AI, how to make mobile devices take into account high performance and long battery life under limited volume and battery capacity has become a key technical bottleneck that needs to be broken through. Arm's latest C1 CPU cluster equipped with SME2 features adds "matrix acceleration capability" to the CPU for end-side AI, making complex computing faster and more power-saving. At the same time, the new hardware that supports SME2, ​​and cooperates with other computing units such as CPUs and NPUs, can achieve more efficient end-side AI heterogeneous computing.

vivo has started SME2 scenario research and verification since 2023, analyzing and testing various AI tasks, clarifying the optimal hardware path selection for different algorithms, and truly realizing the integrated design of software and hardware. Now, vivo and Arm have worked together to take the lead in implementing the innovative feature of SME2 on smartphones. vivo's computing acceleration platform VCAP has fully supported the SME2 instruction set, which can achieve significant performance acceleration for a number of high-load tasks that are processed using visual, voice, and text AI algorithms. For example, in real scenarios such as global offline translation, by turning on SME2 hardware, vivo phones can achieve an additional 20% performance improvement.

At the same time, vivo Arm Joint Laboratory also pays attention to the positive impact on developers and ecology, and cooperates with developers in depth to accelerate the implementation of innovative features and the leap in experience. With the close cooperation between vivo, Arm and Alipay, Alipay has completed the inference verification of large language model based on Arm SME2 technology on vivo's new generation flagship smartphones.

Relying on Arm's advanced computing technology and tool chain and vivo's software capabilities on the terminal side, both parties will continue to improve the optimization paradigm of end-side AI, expand the efficient operation of more models and operators on the terminal side, promote the industry-level acceleration of new features, and work with upstream and downstream partners to build a more efficient mobile computing ecosystem.

Go deep into the bottom layer! Co-research on all scenarios promotes mobile user experience to a new height

With the in-depth cooperation between the two parties, vivo Arm Joint Laboratory not only promotes the implementation of advanced technologies such as SME2 and promotes ecological construction, but also allows vivo's characteristic adjustment at the micro-architecture level to achieve initial results. vivo goes deep into the underlying technology, focusing on key issues affecting user experience, and jointly communicates in depth in cache configuration and resource management, jointly optimizes, customizes configuration solutions for L3 cache, and goes further into L2 cache. By intelligently adjusting cache strategies in different scenarios, greatly reducing resource waste, and achieving better energy efficiency while maintaining stable and high performance.

The first implementation of these cooperation results is an important milestone for vivo Arm Joint Laboratory, and a concentrated reflection of vivo's concept of "pursuing the ultimate and creating surprises". As the first terminal brand to establish a joint laboratory with Arm, vivo has long insisted on being user-centered and going deep into the chip underlying layer, bringing the needs in real user scenarios into the origin of technology in advance, and jointly opening up micro-architecture-level feature optimization with Arm to lead the evolution of future technologies. The two parties combine vivo's deep understanding of consumer application scenarios and overall machine optimization, as well as Arm's leading computing technology and ecological tools, and work together to bring an amazing mobile experience on vivo's flagship products.

The Blue Crystal Chip Technology Stack is the technical base and system capabilities built by vivo towards the lowest level of the chip. The Blue Crystal Chip Technology Stack is driven by the real user scenarios, and has jointly developed self-developed chip technology with industrial chain partners, which integrates key links such as SoC joint definition, system-level tuning and dedicated chip collaboration, and achieves in-depth tuning and continuous optimization in the eight major tracks of performance, power consumption, gaming, communication, security, imaging, display, and AI, and has long precipitated the advantages of integrating software and hardware into perceived experience progress.

In the future, the two parties will continue to use joint laboratories as carriers to face more real scenarios and future technological trends, and continue to cooperate in AI heterogeneous computing, energy efficiency improvement and micro-architecture co-creation to promote the implementation of results on a wider product line. Related technologies will soon meet consumers in vivo's upcoming flagship product.

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