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The microarchitectural design space of a new processor is too large for an architect to evaluate in its entirety. Even with the use of statistical simulation, evaluation of a single configuration can take an excessive amount of time due to the need to run a set of benchmarks with realistic workloads. This paper proposes a novel machine-learning model that can quickly and accurately predict the performance...
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