Google proposes ML Productivity Goodput, a product of scheduling, runtime, and program goodputs, as a fleet-level metric for identifying and tracking efficiency improvements in large ML accelerator fleets.
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Machine Learning Fleet Efficiency: Analyzing and Optimizing Large-Scale Google TPU Systems with ML Productivity Goodput
Google proposes ML Productivity Goodput, a product of scheduling, runtime, and program goodputs, as a fleet-level metric for identifying and tracking efficiency improvements in large ML accelerator fleets.