en.Wedoany.com Reported - The "Dual-Engine Smart Translation" research team at China's Dalian University of Technology has achieved a technological breakthrough with its independently developed OSCAR intelligent compilation optimization system, addressing core bottlenecks in the compilation optimization of domestic chips, effectively enhancing the high-performance compilation level of domestic processors. The system abandons traditional single heuristic optimization approaches, innovatively integrating large model adaptive optimization, intelligent swarm search algorithms, and multi-level intelligent decision-making mechanisms to construct a multi-granularity system tuning framework for domestic processors, significantly improving the efficiency of mining underlying chip computing power. Verified on actual hardware, the system demonstrates a notable performance improvement over traditional compilation baselines under typical computing workloads, intelligently exploring optimization spaces and generating tailored compilation schemes for different application scenarios.
Compilation optimization is a key technology for fully unleashing the underlying computing power of chips, ensuring device compatibility and operational stability. For a long time, the high technical threshold and significant barriers of advanced compilation optimization have been a prominent weakness restricting the performance and ecosystem development of domestic chips. Addressing this industry challenge, the team has continuously conducted intelligent optimization design, system development, and real-machine verification, focusing on compilation pain points of the Shenwei architecture in scenarios such as scientific computing, big data processing, and AI inference. After testing hundreds of program groups and multiple rounds of model iteration, the system development was successfully completed.
Based on this achievement, team leader Wu Xizhe, a student at Dalian University of Technology, participated in the 19th "Challenge Cup" Chinese Youth Science and Technology Innovation "Open Competition" tournament. The technical solution, verified on actual hardware, won the special prize in the competition, making it the only undergraduate team to receive the special prize. Currently, the team has established Dalian Dual-Engine Smart Translation Information Technology Co., Ltd. to advance technological iteration and industrial application. Future plans include adapting the OSCAR system to more domestic processor architectures such as Loongson, deepening the integration and innovation of AI and compilation technology, and providing technical solutions for domestic chip enterprises.
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