Keysight Technologies has introduced the KAI Data Centre Builder, a software designed to simulate real-world AI workloads. This allows AI operators, GPU cloud providers, and infrastructure suppliers to evaluate how changes in algorithms and components affect AI performance. It enhances model partitioning techniques, leading to improvements in AI cluster setups. The tool focuses on critical areas like GPU interconnect design and network load balancing during AI infrastructure development. The aim is to synergize hardware and AI algorithm designs, ultimately boosting the efficiency and performance of AI training.
Keysight AI Data Centre Builder aims to enhance AI training performance by emulating real-world workloads, enabling infrastructure validation and optimization of AI components and algorithms.
The KAI Data Centre Builder is designed for experimental validation of AI cluster designs, allowing operators to fine-tune model partitioning schemas and parameters for optimal performance.
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