摘要
智算AI是以智能计算为核心,算力的显著提升和人工智能技术的快速发展是当前时代的典型特征。ChatGPT等AI工具以其强大的文本处理能力迅速席卷全球,掀起了智算时代的大幕。基于这一背景,在云计算场景下优化AI算法成为了提高AI技术性能的关键任务。文章分析了ChatGPT中变换器模型自注意力机制算法,设计了算法优化过程,旨在通过计算复杂度的降低提升模型的效率。实验结果表明,优化后的模型在保持准确率的同时显著提升了计算效率,提升了云计算场景下的智算AI算法性能,可为人工智能技术的发展提供借鉴。
Intelligent Computing AI refers to the current era characterized by intelligent computation as its core feature,marked by significant improvement in computing power and rapid development of artificial intelligence technology.AI tools such as ChatGPT have rapidly spread worldwide with their powerful text processing capabilities,ushering in the era of intelligent computing.Against this backdrop,optimizing AI algorithms in cloud computing scenarios has become a key task in improving AI technology performance.This paper analyzes the transformer model self-attention mechanism algorithm used in ChatGPT,designs an algorithm optimization process aimed at enhancing model efficiency through reducing computational complexity.Experimental results demonstrate that the optimized model significantly improves computational efficiency while maintaining accuracy,aiming to enhance the performance of intelligent computing AI algorithms in cloud computing scenarios and provide insights for the development of artificial intelligence technology.
作者
马先德
李希明
王振
MA Xiande;LI Ximing;WANG Zhen(China Telecom Cloud Technology Co.,Ltd.,Beijing 100080,China;China Electronics Cloud Computing Technology Co.,Ltd.,Beijing 100141,China;Beijing Cadence Design Systems Co.,Ltd.,Beijing 100080,China)
关键词
云计算
智算AI
算法优化
性能评估
cloud computing
intelligent computing AI
algorithm optimization
performance evaluation
