04/04/2025, 04:13 AM UTC
测试和改进人工智能系统设计的工具Tool To Test And Improve AI System Design
➀ Keysight Technologies 推出了 KAI 数据中心构建器，这是一款新的软件套件，旨在模拟现实世界的人工智能训练工作负载，帮助评估算法、组件和协议的变化对人工智能系统性能的影响。
➁ 该工具通过集成来自大型语言模型（LLMs）和其他人工智能模型的训练工作负载，有助于将硬件设计与训练算法对齐，从而提高整体系统性能。
➂ KAI 数据中心构建器允许人工智能操作员、云服务提供商和基础设施供应商在实验室环境中测试真实的工作负载，验证新的 AI 集群设计，优化分区策略，并在全面部署之前优化性能。
➀ Keysight Technologies has introduced KAI Data Center Builder, a new software suite designed to emulate real-world AI training workloads, aiding in assessing the impact of changes to algorithms, components, and protocols on AI system performance.
➁ The tool helps align hardware design with training algorithms, improving overall system performance by integrating training workloads from large language models (LLMs) and other AI models.
➂ KAI Data Center Builder allows AI operators, cloud providers, and infrastructure vendors to test realistic workloads in lab environments, validate new AI cluster designs, refine partitioning strategies, and optimize performance before full deployment.
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