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...Motivation early prediction of design characteristics interconnect wirelength done fanout clock frequency ongoing area etc enable stage space exploration abstractions physically achievable system implementations models to drive efficient level optimizations existing fail capture the impact architectural and implementation parameters significant deviation against layout data ucsd vlsi cad laboratory isocc nov statistics christie et al point distribution based on rent s rule extends davis model zarkesh ha error in counting number m terminal nets per gate take into account combined impacts question what is considering physical flow tools router dft rtl netmaker spiral synthesis compiler place route soc encounter generation wiring reports multiple adaptive regression splines timing driven consider both for more complete modeling parameter extraction through internal rentcon scripts experiments fully synthesizable code libraries tsmc g gp university cambridge cmu synopsys primetime cadence ...