Before revision:  We quantitatively evaluate the efficacy of MLPerfin driving community progress on performance and scalability  across two rounds of results from multiple vendors.
After revision:  Our analysis quantitatively evaluates MLPerf's efficacy at driving performance and scalability across two rounds of results from multiple vendors.