Defining benchmark methodology that yields defensible numbers: workload selection and representativeness, measured configuration disclosure, run-to-run variance and statistical treatment, apples-to-apples normalization, and rules for competitive comparison claims.
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Note from the research register: Performance engineering or technical marketing role, disciplined by SPEC/MLPerf run rules and legal review of comparative claims.
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