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FLOPs vs Real Work: The Importance of Replication in AI Efficiency Assessment

#FLOPs #Real #Work #Importance #Replication

arXiv:2608.14550v1 Announce Type: new Abstract: AI efficiency has recently taken the spotlight in both academy and industry due to massive model scales, high energy demands, and environmental costs. While reporting Floating Point Operations (FLOPs) is a traditional approach for assessing…