Insights into AI Supercomputers

Cluster performance, costs, and power draw can originate from reports by the cluster owner or sponsors but are often estimated. Performance is calculated by multiplying the performance per chip by the total number of chips in the cluster. Similarly, costs are derived from the cost per chip multiplied by the number of chips, adjusted for network hardware factors. Power consumption estimates follow a similar formula, factoring in the power draw per chip and the total number of chips, along with adjustments for additional hardware and the data center’s power usage efficiency. For comprehensive details, methodology definitions are available in the accompanying paper and documentation.

Source link