// OpenSTA, Static Timing Analyzer // Copyright (c) 2024, Parallax Software, Inc. // // This program is free software: you can redistribute it and/or modify // it under the terms of the GNU General Public License as published by // the Free Software Foundation, either version 3 of the License, or // (at your option) any later version. // // This program is distributed in the hope that it will be useful, // but WITHOUT ANY WARRANTY; without even the implied warranty of // MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the // GNU General Public License for more details. // // You should have received a copy of the GNU General Public License // along with this program. If not, see . // "Performance Computation for Precharacterized CMOS Gates with RC Loads", // Florentin Dartu, Noel Menezes and Lawrence Pileggi, IEEE Transactions // on Computer-Aided Design of Integrated Circuits and Systems, Vol 15, No 5, // May 1996, pg 544-553. // // The only real change from the paper is that Vl, the measured low // slew voltage is matched instead of y20 in eqn 12. #include "DmpCeff.hh" #include // abs, min #include // sqrt, log #include "Report.hh" #include "Debug.hh" #include "Units.hh" #include "TimingArc.hh" #include "TableModel.hh" #include "Liberty.hh" #include "Network.hh" #include "Sdc.hh" #include "Parasitics.hh" #include "DcalcAnalysisPt.hh" #include "ArcDelayCalc.hh" #include "FindRoot.hh" namespace sta { using std::abs; using std::min; using std::max; using std::sqrt; using std::log; using std::isnan; using std::function; // Tolerance (as a scale of value) for driver parameters (Ceff, delta t, t0). static const double driver_param_tol = .01; // Waveform threshold crossing time tolerance (1.0 = 100%). static const double vth_time_tol = .01; // A small number used by luDecomp. static const double tiny_double = 1.0e-20; // Max iterations for findRoot. static const int find_root_max_iter = 20; // Indices of Newton-Raphson parameter vector. enum DmpParam { t0, dt, ceff }; static const char *dmp_param_index_strings[] = {"t0", "dt", "Ceff"}; // Indices of Newton-Raphson function value vector. enum DmpFunc { y20, y50, ipi }; static const char *dmp_func_index_strings[] = {"y20", "y50", "Ipi"}; static double exp2(double x); class DmpError : public Exception { public: DmpError(const char *what); virtual ~DmpError() {} virtual const char *what() const noexcept { return what_; } private: const char *what_; }; static double gateModelRd(const LibertyCell *cell, const GateTableModel *gate_model, const RiseFall *rf, double in_slew, double c2, double c1, const Pvt *pvt, bool pocv_enabled); static void newtonRaphson(const int max_iter, double x[], const int n, const double x_tol, // eval(state) is called to fill fvec and fjac. function eval, // Temporaries supplied by caller. double *fvec, double **fjac, int *index, double *p, double *scale); static void luSolve(double **a, const int size, const int *index, double b[]); static void luDecomp(double **a, const int size, int *index, double *scale); //////////////////////////////////////////////////////////////// // Base class for Dartu/Menezes/Pileggi algorithm. // Derived classes handle different cases of zero values in the Pi model. class DmpAlg : public StaState { public: DmpAlg(int nr_order, StaState *sta); virtual ~DmpAlg(); virtual const char *name() = 0; // Set driver model and pi model parameters for delay calculation. virtual void init(const LibertyLibrary *library, const LibertyCell *drvr_cell, const Pvt *pvt, const GateTableModel *gate_model, const RiseFall *rf, double rd, double in_slew, double c2, double rpi, double c1); virtual void gateDelaySlew(// Return values. double &delay, double &slew) = 0; virtual void loadDelaySlew(const Pin *load_pin, double elmore, // Return values. ArcDelay &delay, Slew &slew); double ceff() { return ceff_; } // Given x_ as a vector of input parameters, fill fvec_ with the // equations evaluated at x_ and fjac_ with the jabobian evaluated at x_. virtual void evalDmpEqns() = 0; // Output response to vs(t) ramp driving pi model load. void Vo(double t, // Return values. double &vo, double &dol_dt); // Load responce to driver waveform. void Vl(double t, // Return values. double &vl, double &dvl_dt); protected: // Find driver parameters t0, delta_t, Ceff. void findDriverParams(double ceff); void gateCapDelaySlew(double cl, // Return values. double &delay, double &slew); void gateDelays(double ceff, // Return values. double &t_vth, double &t_vl, double &slew); // Partial derivatives of y(t) (jacobian). void dy(double t, double t0, double dt, double cl, // Return values. double &dydt0, double &dyddt, double &dydcl); double y0dt(double t, double cl); double y0dcl(double t, double cl); void showX(); void showFvec(); void showJacobian(); void findDriverDelaySlew(// Return values. double &delay, double &slew); double findVoCrossing(double vth, double lower_bound, double upper_bound); void showVo(); double findVlCrossing(double vth, double lower_bound, double upper_bound); void showVl(); void fail(const char *reason); // Output response to vs(t) ramp driving capacitive load. double y(double t, double t0, double dt, double cl); // Output response to unit ramp driving capacitive load. double y0(double t, double cl); // Output response to unit ramp driving pi model load. virtual void V0(double t, // Return values. double &vo, double &dvo_dt) = 0; // Upper bound on time that vo crosses vh. virtual double voCrossingUpperBound() = 0; // Load responce to driver unit ramp. virtual void Vl0(double t, // Return values. double &vl, double &dvl_dt) = 0; // Upper bound on time that vl crosses vh. double vlCrossingUpperBound(); // Inputs to the delay calculator. const LibertyCell *drvr_cell_; const LibertyLibrary *drvr_library_; const Pvt *pvt_; const GateTableModel *gate_model_; double in_slew_; double c2_; double rpi_; double c1_; double rd_; // Logic threshold (percentage of supply voltage). double vth_; // Slew lower limit (percentage of supply voltage). double vl_; // Slew upper limit (percentage of supply voltage). double vh_; // Table slews are scaled by slew_derate to get // measured slews from vl to vh. double slew_derate_; // Driver parameters calculated by this algorithm. double t0_; double dt_; double ceff_; // Driver parameter Newton-Raphson state. int nr_order_; double *x_; double *fvec_; double **fjac_; double *scale_; double *p_; int *index_; // Driver slew used to check load delay. double drvr_slew_; double vo_delay_; // True if the driver parameters are valid for finding the load delays. bool driver_valid_; // Load rspf elmore delay. double elmore_; double p3_; }; DmpAlg::DmpAlg(int nr_order, StaState *sta): StaState(sta), c2_(0.0), rpi_(0.0), c1_(0.0), nr_order_(nr_order) { x_ = new double[nr_order_]; fvec_ = new double[nr_order_]; scale_ = new double[nr_order_]; p_ = new double[nr_order_]; fjac_ = new double*[nr_order_]; for (int i = 0; i < nr_order_; i++) fjac_[i] = new double[nr_order_]; index_ = new int[nr_order_]; } DmpAlg::~DmpAlg() { delete [] x_; delete [] fvec_; delete [] scale_; delete [] p_; for (int i = 0; i < nr_order_; i++) delete [] fjac_[i]; delete [] fjac_; delete [] index_; } void DmpAlg::init(const LibertyLibrary *drvr_library, const LibertyCell *drvr_cell, const Pvt *pvt, const GateTableModel *gate_model, const RiseFall *rf, double rd, double in_slew, // Pi model. double c2, double rpi, double c1) { drvr_library_ = drvr_library; drvr_cell_ = drvr_cell; pvt_ = pvt; gate_model_ = gate_model; rd_ = rd; in_slew_ = in_slew; c2_ = c2; rpi_ = rpi; c1_ = c1; driver_valid_ = false; vth_ = drvr_library->outputThreshold(rf); vl_ = drvr_library->slewLowerThreshold(rf); vh_ = drvr_library->slewUpperThreshold(rf); slew_derate_ = drvr_library->slewDerateFromLibrary(); } // Find Ceff, delta_t and t0 for the driver. void DmpAlg::findDriverParams(double ceff) { if (nr_order_ == 3) x_[DmpParam::ceff] = ceff; double t_vth, t_vl, slew; gateDelays(ceff, t_vth, t_vl, slew); // Scale slew to 0-100% double dt = slew / (vh_ - vl_); double t0 = t_vth + log(1.0 - vth_) * rd_ * ceff - vth_ * dt; x_[DmpParam::dt] = dt; x_[DmpParam::t0] = t0; newtonRaphson(100, x_, nr_order_, driver_param_tol, [this] () { evalDmpEqns(); }, fvec_, fjac_, index_, p_, scale_); t0_ = x_[DmpParam::t0]; dt_ = x_[DmpParam::dt]; debugPrint(debug_, "dmp_ceff", 3, " t0 = %s dt = %s ceff = %s", units_->timeUnit()->asString(t0_), units_->timeUnit()->asString(dt_), units_->capacitanceUnit()->asString(x_[DmpParam::ceff])); if (debug_->check("dmp_ceff", 4)) showVo(); } void DmpAlg::gateCapDelaySlew(double ceff, // Return values. double &delay, double &slew) { ArcDelay model_delay; Slew model_slew; gate_model_->gateDelay(pvt_, in_slew_, ceff, pocv_enabled_, model_delay, model_slew); delay = delayAsFloat(model_delay); slew = delayAsFloat(model_slew); } void DmpAlg::gateDelays(double ceff, // Return values. double &t_vth, double &t_vl, double &slew) { double table_slew; gateCapDelaySlew(ceff, t_vth, table_slew); // Convert reported/table slew to measured slew. slew = table_slew * slew_derate_; t_vl = t_vth - slew * (vth_ - vl_) / (vh_ - vl_); } double DmpAlg::y(double t, double t0, double dt, double cl) { double t1 = t - t0; if (t1 <= 0.0) return 0.0; else if (t1 <= dt) return y0(t1, cl) / dt; else return (y0(t1, cl) - y0(t1 - dt, cl)) / dt; } double DmpAlg::y0(double t, double cl) { return t - rd_ * cl * (1.0 - exp2(-t / (rd_ * cl))); } void DmpAlg::dy(double t, double t0, double dt, double cl, // Return values. double &dydt0, double &dyddt, double &dydcl) { double t1 = t - t0; if (t1 <= 0.0) dydt0 = dyddt = dydcl = 0.0; else if (t1 <= dt) { dydt0 = -y0dt(t1, cl) / dt; dyddt = -y0(t1, cl) / (dt * dt); dydcl = y0dcl(t1, cl) / dt; } else { dydt0 = -(y0dt(t1, cl) - y0dt(t1 - dt, cl)) / dt; dyddt = -(y0(t1, cl) + y0(t1 - dt, cl)) / (dt * dt) + y0dt(t1 - dt, cl) / dt; dydcl = (y0dcl(t1, cl) - y0dcl(t1 - dt, cl)) / dt; } } double DmpAlg::y0dt(double t, double cl) { return 1.0 - exp2(-t / (rd_ * cl)); } double DmpAlg::y0dcl(double t, double cl) { return rd_ * ((1.0 + t / (rd_ * cl)) * exp2(-t / (rd_ * cl)) - 1); } void DmpAlg::showX() { for (int i = 0; i < nr_order_; i++) report_->reportLine("%4s %12.3e", dmp_param_index_strings[i], x_[i]); } void DmpAlg::showFvec() { for (int i = 0; i < nr_order_; i++) report_->reportLine("%4s %12.3e", dmp_func_index_strings[i], fvec_[i]); } void DmpAlg::showJacobian() { string line = " "; for (int j = 0; j < nr_order_; j++) line += stdstrPrint("%12s", dmp_param_index_strings[j]); report_->reportLineString(line); line.clear(); for (int i = 0; i < nr_order_; i++) { line += stdstrPrint("%4s ", dmp_func_index_strings[i]); for (int j = 0; j < nr_order_; j++) line += stdstrPrint("%12.3e ", fjac_[i][j]); report_->reportLineString(line); } } void DmpAlg::findDriverDelaySlew(// Return values. double &delay, double &slew) { double t_upper = voCrossingUpperBound(); delay = findVoCrossing(vth_, t0_, t_upper); double tl = findVoCrossing(vl_, t0_, delay); double th = findVoCrossing(vh_, delay, t_upper); // Convert measured slew to table slew. slew = (th - tl) / slew_derate_; } // Find t such that vo(t)=v. double DmpAlg::findVoCrossing(double vth, double t_lower, double t_upper) { FindRootFunc vo_func = [&] (double t, double &y, double &dy) { double vo, vo_dt; Vo(t, vo, vo_dt); y = vo - vth; dy = vo_dt; }; bool fail; double t_vth = findRoot(vo_func, t_lower, t_upper, vth_time_tol, find_root_max_iter, fail); if (fail) throw DmpError("find Vo crossing failed"); return t_vth; } void DmpAlg::Vo(double t, // Return values. double &vo, double &dvo_dt) { double t1 = t - t0_; if (t1 <= 0.0) { vo = 0.0; dvo_dt = 0.0; } else if (t1 <= dt_) { double v0, dv0_dt; V0(t1, v0, dv0_dt); vo = v0 / dt_; dvo_dt = dv0_dt / dt_; } else { double v0, dv0_dt; V0(t1, v0, dv0_dt); double v0_dt, dv0_dt_dt; V0(t1 - dt_, v0_dt, dv0_dt_dt); vo = (v0 - v0_dt) / dt_; dvo_dt = (dv0_dt - dv0_dt_dt) / dt_; } } void DmpAlg::showVo() { report_->reportLine(" t vo(t)"); double ub = voCrossingUpperBound(); for (double t = t0_; t < t0_ + ub; t += dt_ / 10.0) { double vo, dvo_dt; Vo(t, vo, dvo_dt); report_->reportLine(" %g %g", t, vo); } } void DmpAlg::loadDelaySlew(const Pin *, double elmore, ArcDelay &delay, Slew &slew) { if (!driver_valid_ || elmore == 0.0 // Elmore delay is small compared to driver slew. || elmore < drvr_slew_ * 1e-3) { delay = elmore; slew = drvr_slew_; } else { // Use the driver thresholds and rely on thresholdAdjust to // convert the delay and slew to the load's thresholds. try { if (debug_->check("dmp_ceff", 4)) showVl(); elmore_ = elmore; p3_ = 1.0 / elmore; double t_lower = t0_; double t_upper = vlCrossingUpperBound(); double load_delay = findVlCrossing(vth_, t_lower, t_upper); double tl = findVlCrossing(vl_, t_lower, load_delay); double th = findVlCrossing(vh_, load_delay, t_upper); // Measure delay from Vo, the load dependent source excitation. double delay1 = load_delay - vo_delay_; // Convert measured slew to reported/table slew. double slew1 = (th - tl) / slew_derate_; if (delay1 < 0.0) { // Only report a problem if the difference is significant. if (-delay1 > vth_time_tol * vo_delay_) fail("load delay less than zero"); // Use elmore delay. delay1 = elmore; } if (slew1 < drvr_slew_) { // Only report a problem if the difference is significant. if ((drvr_slew_ - slew1) > vth_time_tol * drvr_slew_) fail("load slew less than driver slew"); slew1 = drvr_slew_; } delay = delay1; slew = slew1; } catch (DmpError &error) { fail(error.what()); delay = elmore_; slew = drvr_slew_; } } } // Find t such that vl(t)=v. double DmpAlg::findVlCrossing(double vth, double t_lower, double t_upper) { FindRootFunc vl_func = [&] (double t, double &y, double &dy) { double vl, vl_dt; Vl(t, vl, vl_dt); y = vl - vth; dy = vl_dt; }; bool fail; double t_vth = findRoot(vl_func, t_lower, t_upper, vth_time_tol, find_root_max_iter, fail); if (fail) throw DmpError("find Vl crossing failed"); return t_vth; } double DmpAlg::vlCrossingUpperBound() { return voCrossingUpperBound() + elmore_ * 2.0; } void DmpAlg::Vl(double t, // Return values. double &vl, double &dvl_dt) { double t1 = t - t0_; if (t1 <= 0.0) { vl = 0.0; dvl_dt = 0.0; } else if (t1 <= dt_) { double vl0, dvl0_dt; Vl0(t1, vl0, dvl0_dt); vl = vl0 / dt_; dvl_dt = dvl0_dt / dt_; } else { double vl0, dvl0_dt; Vl0(t1, vl0, dvl0_dt); double vl0_dt, dvl0_dt_dt; Vl0(t1 - dt_, vl0_dt, dvl0_dt_dt); vl = (vl0 - vl0_dt) / dt_; dvl_dt = (dvl0_dt - dvl0_dt_dt) / dt_; } } void DmpAlg::showVl() { report_->reportLine(" t vl(t)"); double ub = vlCrossingUpperBound(); for (double t = t0_; t < t0_ + ub * 2.0; t += ub / 10.0) { double vl, dvl_dt; Vl(t, vl, dvl_dt); report_->reportLine(" %g %g", t, vl); } } void DmpAlg::fail(const char *reason) { // Report failures with a unique debug flag. if (debug_->check("dmp_ceff", 1) || debug_->check("dcalc_error", 1)) report_->reportLine("delay_calc: DMP failed - %s c2=%s rpi=%s c1=%s rd=%s", reason, units_->capacitanceUnit()->asString(c2_), units_->resistanceUnit()->asString(rpi_), units_->capacitanceUnit()->asString(c1_), units_->resistanceUnit()->asString(rd_)); } //////////////////////////////////////////////////////////////// // Capacitive load. class DmpCap : public DmpAlg { public: DmpCap(StaState *sta); const char *name() override { return "cap"; } void init(const LibertyLibrary *library, const LibertyCell *drvr_cell, const Pvt *pvt, const GateTableModel *gate_model, const RiseFall *rf, double rd, double in_slew, double c2, double rpi, double c1) override; void gateDelaySlew(// Return values. double &delay, double &slew) override; void loadDelaySlew(const Pin *, double elmore, // Return values. ArcDelay &delay, Slew &slew) override; void evalDmpEqns() override; double voCrossingUpperBound() override; private: void V0(double t, // Return values. double &vo, double &dvo_dt) override; void Vl0(double t, // Return values. double &vl, double &dvl_dt) override; }; DmpCap::DmpCap(StaState *sta): DmpAlg(1, sta) { } void DmpCap::init(const LibertyLibrary *drvr_library, const LibertyCell *drvr_cell, const Pvt *pvt, const GateTableModel *gate_model, const RiseFall *rf, double rd, double in_slew, double c2, double rpi, double c1) { debugPrint(debug_, "dmp_ceff", 3, "Using DMP cap"); DmpAlg::init(drvr_library, drvr_cell, pvt, gate_model, rf, rd, in_slew, c2, rpi, c1); ceff_ = c1 + c2; } void DmpCap::gateDelaySlew(// Return values. double &delay, double &slew) { debugPrint(debug_, "dmp_ceff", 3, " ceff = %s", units_->capacitanceUnit()->asString(ceff_)); gateCapDelaySlew(ceff_, delay, slew); drvr_slew_ = slew; } void DmpCap::loadDelaySlew(const Pin *, double elmore, ArcDelay &delay, Slew &slew) { delay = elmore; slew = drvr_slew_; } void DmpCap::evalDmpEqns() { } void DmpCap::V0(double, // Return values. double &vo, double &dvo_dt) { vo = 0.0; dvo_dt = 0.0; } double DmpCap::voCrossingUpperBound() { return 0.0; } void DmpCap::Vl0(double , // Return values. double &vl, double &dvl_dt) { vl = 0.0; dvl_dt = 0.0; } //////////////////////////////////////////////////////////////// // No non-zero pi model parameters, two poles, one zero class DmpPi : public DmpAlg { public: DmpPi(StaState *sta); const char *name() override { return "Pi"; } void init(const LibertyLibrary *library, const LibertyCell *drvr_cell, const Pvt *pvt, const GateTableModel *gate_model, const RiseFall *rf, double rd, double in_slew, double c2, double rpi, double c1) override; void gateDelaySlew(// Return values. double &delay, double &slew) override; void evalDmpEqns() override; double voCrossingUpperBound() override; private: void findDriverParamsPi(); double ipiIceff(double t0, double dt, double ceff_time, double ceff); void V0(double t, // Return values. double &vo, double &dvo_dt) override; void Vl0(double t, // Return values. double &vl, double &dvl_dt) override; // Poles/zero. double p1_; double p2_; double z1_; // Residues. double k0_; double k1_; double k2_; double k3_; double k4_; // Ipi coefficients. double A_; double B_; double D_; }; DmpPi::DmpPi(StaState *sta) : DmpAlg(3, sta), p1_(0.0), p2_(0.0), z1_(0.0), k0_(0.0), k1_(0.0), k2_(0.0), k3_(0.0), k4_(0.0), A_(0.0), B_(0.0), D_(0.0) { } void DmpPi::init(const LibertyLibrary *drvr_library, const LibertyCell *drvr_cell, const Pvt *pvt, const GateTableModel *gate_model, const RiseFall *rf, double rd, double in_slew, double c2, double rpi, double c1) { debugPrint(debug_, "dmp_ceff", 3, "Using DMP Pi"); DmpAlg::init(drvr_library, drvr_cell, pvt, gate_model, rf, rd, in_slew, c2, rpi, c1); // Find poles/zeros. z1_ = 1.0 / (rpi_ * c1_); k0_ = 1.0 / (rd_ * c2_); double a = rpi_ * rd_ * c1_ * c2_; double b = rd_ * (c1_ + c2_) + rpi_ * c1_; double sqrt_ = sqrt(b * b - 4 * a); p1_ = (b + sqrt_) / (2 * a); p2_ = (b - sqrt_) / (2 * a); double p1p2 = (p1_ * p2_); k2_ = z1_ / p1p2; k1_ = (1.0 - k2_ * (p1_ + p2_)) / p1p2; k4_ = (k1_ * p1_ + k2_) / (p2_ - p1_); k3_ = -k1_ - k4_; double z_ = (c1_ + c2_) / (rpi_ * c1_ * c2_); A_ = z_ / p1p2; B_ = (z_ - p1_) / (p1_ * (p1_ - p2_)); D_ = (z_ - p2_) / (p2_ * (p2_ - p1_)); } void DmpPi::gateDelaySlew(// Return values. double &delay, double &slew) { driver_valid_ = false; try { findDriverParamsPi(); ceff_ = x_[DmpParam::ceff]; double table_delay, table_slew; gateCapDelaySlew(ceff_, table_delay, table_slew); delay = table_delay; //slew = table_slew; try { double vo_delay, vo_slew; findDriverDelaySlew(vo_delay, vo_slew); driver_valid_ = true; // Save Vo delay to measure load wire delay waveform. vo_delay_ = vo_delay; //delay = vo_delay; slew = vo_slew; } catch (DmpError &error) { fail(error.what()); // Fall back to table slew. slew = table_slew; } } catch (DmpError &error) { fail(error.what()); // Driver calculation failed - use Ceff=c1+c2. ceff_ = c1_ + c2_; gateCapDelaySlew(ceff_, delay, slew); } drvr_slew_ = slew; } void DmpPi::findDriverParamsPi() { try { findDriverParams(c2_ + c1_); } catch (DmpError &) { findDriverParams(c2_); } } // Given x_ as a vector of input parameters, fill fvec_ with the // equations evaluated at x_ and fjac_ with the jacobian evaluated at x_. void DmpPi::evalDmpEqns() { double t0 = x_[DmpParam::t0]; double dt = x_[DmpParam::dt]; double ceff = x_[DmpParam::ceff]; if (ceff < 0.0) throw DmpError("eqn eval failed: ceff < 0"); if (ceff > (c1_ + c2_)) throw DmpError("eqn eval failed: ceff > c2 + c1"); double t_vth, t_vl, slew; gateDelays(ceff, t_vth, t_vl, slew); if (slew == 0.0) throw DmpError("eqn eval failed: slew = 0"); double ceff_time = slew / (vh_ - vl_); if (ceff_time > 1.4 * dt) ceff_time = 1.4 * dt; if (dt <= 0.0) throw DmpError("eqn eval failed: dt < 0"); double exp_p1_dt = exp2(-p1_ * dt); double exp_p2_dt = exp2(-p2_ * dt); double exp_dt_rd_ceff = exp2(-dt / (rd_ * ceff)); double y50 = y(t_vth, t0, dt, ceff); // Match Vl. double y20 = y(t_vl, t0, dt, ceff); fvec_[DmpFunc::ipi] = ipiIceff(t0, dt, ceff_time, ceff); fvec_[DmpFunc::y50] = y50 - vth_; fvec_[DmpFunc::y20] = y20 - vl_; fjac_[DmpFunc::ipi][DmpParam::t0] = 0.0; fjac_[DmpFunc::ipi][DmpParam::dt] = (-A_ * dt + B_ * dt * exp_p1_dt - (2 * B_ / p1_) * (1.0 - exp_p1_dt) + D_ * dt * exp_p2_dt - (2 * D_ / p2_) * (1.0 - exp_p2_dt) + rd_ * ceff * (dt + dt * exp_dt_rd_ceff - 2 * rd_ * ceff * (1.0 - exp_dt_rd_ceff))) / (rd_ * dt * dt * dt); fjac_[DmpFunc::ipi][DmpParam::ceff] = (2 * rd_ * ceff - dt - (2 * rd_ * ceff + dt) * exp2(-dt / (rd_ * ceff))) / (dt * dt); dy(t_vl, t0, dt, ceff, fjac_[DmpFunc::y20][DmpParam::t0], fjac_[DmpFunc::y20][DmpParam::dt], fjac_[DmpFunc::y20][DmpParam::ceff]); dy(t_vth, t0, dt, ceff, fjac_[DmpFunc::y50][DmpParam::t0], fjac_[DmpFunc::y50][DmpParam::dt], fjac_[DmpFunc::y50][DmpParam::ceff]); if (debug_->check("dmp_ceff", 4)) { showX(); showFvec(); showJacobian(); report_->reportLine("................."); } } // Eqn 13, Eqn 14. double DmpPi::ipiIceff(double, double dt, double ceff_time, double ceff) { double exp_p1_dt = exp2(-p1_ * ceff_time); double exp_p2_dt = exp2(-p2_ * ceff_time); double exp_dt_rd_ceff = exp2(-ceff_time / (rd_ * ceff)); double ipi = (A_ * ceff_time + (B_ / p1_) * (1.0 - exp_p1_dt) + (D_ / p2_) * (1.0 - exp_p2_dt)) / (rd_ * ceff_time * dt); double iceff = (rd_ * ceff * ceff_time - (rd_ * ceff) * (rd_ * ceff) * (1.0 - exp_dt_rd_ceff)) / (rd_ * ceff_time * dt); return ipi - iceff; } void DmpPi::V0(double t, // Return values. double &vo, double &dvo_dt) { double exp_p1 = exp2(-p1_ * t); double exp_p2 = exp2(-p2_ * t); vo = k0_ * (k1_ + k2_ * t + k3_ * exp_p1 + k4_ * exp_p2); dvo_dt = k0_ * (k2_ - k3_ * p1_ * exp_p1 - k4_ * p2_ * exp_p2); } void DmpPi::Vl0(double t, // Return values. double &vl, double &dvl_dt) { double D1 = k0_ * (k1_ - k2_ / p3_); double D3 = -p3_ * k0_ * k3_ / (p1_ - p3_); double D4 = -p3_ * k0_ * k4_ / (p2_ - p3_); double D5 = k0_ * (k2_ / p3_ - k1_ + p3_ * k3_ / (p1_ - p3_) + p3_ * k4_ / (p2_ - p3_)); double exp_p1 = exp2(-p1_ * t); double exp_p2 = exp2(-p2_ * t); double exp_p3 = exp2(-p3_ * t); vl = D1 + t + D3 * exp_p1 + D4 * exp_p2 + D5 * exp_p3; dvl_dt = 1.0 - D3 * p1_ * exp_p1 - D4 * p2_ * exp_p2 - D5 * p3_ * exp_p3; } double DmpPi::voCrossingUpperBound() { return t0_ + dt_ + (c1_ + c2_) * (rd_ + rpi_) * 2.0; } //////////////////////////////////////////////////////////////// // Capacitive load, so Ceff is known. // Solve for t0, delta t. class DmpOnePole : public DmpAlg { public: DmpOnePole(StaState *sta); void evalDmpEqns() override; double voCrossingUpperBound() override; }; DmpOnePole::DmpOnePole(StaState *sta) : DmpAlg(2, sta) { } void DmpOnePole::evalDmpEqns() { double t0 = x_[DmpParam::t0]; double dt = x_[DmpParam::dt]; double t_vth, t_vl, ignore1, ignore2; gateDelays(ceff_, t_vth, t_vl, ignore1); if (dt <= 0.0) dt = x_[DmpParam::dt] = (t_vl - t_vth) / 100; fvec_[DmpFunc::y50] = y(t_vth, t0, dt, ceff_) - vth_; fvec_[DmpFunc::y20] = y(t_vl, t0, dt, ceff_) - vl_; if (debug_->check("dmp_ceff", 4)) { showX(); showFvec(); } dy(t_vl, t0, dt, ceff_, fjac_[DmpFunc::y20][DmpParam::t0], fjac_[DmpFunc::y20][DmpParam::dt], ignore2); dy(t_vth, t0, dt, ceff_, fjac_[DmpFunc::y50][DmpParam::t0], fjac_[DmpFunc::y50][DmpParam::dt], ignore2); if (debug_->check("dmp_ceff", 4)) { showJacobian(); report_->reportLine("................."); } } double DmpOnePole::voCrossingUpperBound() { return t0_ + dt_ + ceff_ * rd_ * 2.0; } //////////////////////////////////////////////////////////////// // C2 = 0, one pole, one zero. class DmpZeroC2 : public DmpOnePole { public: DmpZeroC2(StaState *sta); const char *name() override { return "c2=0"; } void init(const LibertyLibrary *drvr_library, const LibertyCell *drvr_cell, const Pvt *pvt, const GateTableModel *gate_model, const RiseFall *rf, double rd, double in_slew, double c2, double rpi, double c1) override; void gateDelaySlew(// Return values. double &delay, double &slew) override; private: void V0(double t, // Return values. double &vo, double &dvo_dt) override; void Vl0(double t, // Return values. double &vl, double &dvl_dt) override; double voCrossingUpperBound() override; // Pole/zero. double p1_; double z1_; // Residues. double k0_; double k1_; double k2_; double k3_; }; DmpZeroC2::DmpZeroC2(StaState *sta) : DmpOnePole(sta), p1_(0.0), z1_(0.0), k0_(0.0), k1_(0.0), k2_(0.0), k3_(0.0) { } void DmpZeroC2::init(const LibertyLibrary *drvr_library, const LibertyCell *drvr_cell, const Pvt *pvt, const GateTableModel *gate_model, const RiseFall *rf, double rd, double in_slew, double c2, double rpi, double c1) { debugPrint(debug_, "dmp_ceff", 3, "Using DMP C2=0"); DmpAlg::init(drvr_library, drvr_cell, pvt, gate_model, rf, rd, in_slew, c2, rpi, c1); ceff_ = c1; z1_ = 1.0 / (rpi_ * c1_); p1_ = 1.0 / (c1_ * (rd_ + rpi_)); k0_ = p1_ / z1_; k2_ = 1.0 / k0_; k1_ = (p1_ - z1_) / (p1_ * p1_); k3_ = -k1_; } void DmpZeroC2::gateDelaySlew(// Return values. double &delay, double &slew) { try { findDriverParams(c1_); ceff_ = c1_; findDriverDelaySlew(delay, slew); driver_valid_ = true; vo_delay_ = delay; } catch (DmpError &error) { fail(error.what()); // Fall back to table slew. driver_valid_ = false; ceff_ = c1_; gateCapDelaySlew(ceff_, delay, slew); } drvr_slew_ = slew; } void DmpZeroC2::V0(double t, // Return values. double &vo, double &dvo_dt) { double exp_p1 = exp2(-p1_ * t); vo = k0_ * (k1_ + k2_ * t + k3_ * exp_p1); dvo_dt = k0_ * (k2_ - k3_ * p1_ * exp_p1); } void DmpZeroC2::Vl0(double t, // Return values. double &vl, double &dvl_dt) { double D1 = k0_ * (k1_ - k2_ / p3_); double D3 = -p3_ * k0_ * k3_ / (p1_ - p3_); double D5 = k0_ * (k2_ / p3_ - k1_ + p3_ * k3_ / (p1_ - p3_)); double exp_p1 = exp2(-p1_ * t); double exp_p3 = exp2(-p3_ * t); vl = D1 + t + D3 * exp_p1 + D5 * exp_p3; dvl_dt = 1.0 - D3 * p1_ * exp_p1 - D5 * p3_ * exp_p3; } double DmpZeroC2::voCrossingUpperBound() { return t0_ + dt_ + c1_ * (rd_ + rpi_) * 2.0; } //////////////////////////////////////////////////////////////// // Newton-Raphson iteration to find zeros of a function. // x_tol is percentage that all changes in x must be less than (1.0 = 100%). // Eval(state) is called to fill fvec and fjac (returns false if fails). // Return error msg on failure. static void newtonRaphson(const int max_iter, double x[], const int size, const double x_tol, function eval, // Temporaries supplied by caller. double *fvec, double **fjac, int *index, double *p, double *scale) { for (int k = 0; k < max_iter; k++) { eval(); for (int i = 0; i < size; i++) // Right-hand side of linear equations. p[i] = -fvec[i]; luDecomp(fjac, size, index, scale); luSolve(fjac, size, index, p); bool all_under_x_tol = true; for (int i = 0; i < size; i++) { if (abs(p[i]) > abs(x[i]) * x_tol) all_under_x_tol = false; x[i] += p[i]; } if (all_under_x_tol) return; } throw DmpError("Newton-Raphson max iterations exceeded"); } // luDecomp, luSolve based on MatClass from C. R. Birchenhall, // University of Manchester // ftp://ftp.mcc.ac.uk/pub/matclass/libmat.tar.Z // Crout's Method of LU decomposition of square matrix, with implicit // partial pivoting. A is overwritten. U is explicit in the upper // triangle and L is in multiplier form in the subdiagionals i.e. subdiag // a[i,j] is the multiplier used to eliminate the [i,j] term. // // Replaces a[0..size-1][0..size-1] by the LU decomposition. // index[0..size-1] is an output vector of the row permutations. // Return error msg on failure. void luDecomp(double **a, const int size, int *index, // Temporary supplied by caller. // scale stores the implicit scaling of each row. double *scale) { // Find implicit scaling factors. for (int i = 0; i < size; i++) { double big = 0.0; for (int j = 0; j < size; j++) { double temp = abs(a[i][j]); if (temp > big) big = temp; } if (big == 0.0) throw DmpError("LU decomposition: no non-zero row element"); scale[i] = 1.0 / big; } int size_1 = size - 1; for (int j = 0; j < size; j++) { // Run down jth column from top to diag, to form the elements of U. for (int i = 0; i < j; i++) { double sum = a[i][j]; for (int k = 0; k < i; k++) sum -= a[i][k] * a[k][j]; a[i][j] = sum; } // Run down jth subdiag to form the residuals after the elimination // of the first j-1 subdiags. These residuals diviyded by the // appropriate diagonal term will become the multipliers in the // elimination of the jth. subdiag. Find index of largest scaled // term in imax. double big = 0.0; int imax = 0; for (int i = j; i < size; i++) { double sum = a[i][j]; for (int k = 0; k < j; k++) sum -= a[i][k] * a[k][j]; a[i][j] = sum; double dum = scale[i] * abs(sum); if (dum >= big) { big = dum; imax = i; } } // Permute current row with imax. if (j != imax) { // Yes, do so... for (int k = 0; k < size; k++) { double dum = a[imax][k]; a[imax][k] = a[j][k]; a[j][k] = dum; } scale[imax] = scale[j]; } index[j] = imax; // If diag term is not zero divide subdiag to form multipliers. if (a[j][j] == 0.0) a[j][j] = tiny_double; if (j != size_1) { double pivot = 1.0 / a[j][j]; for (int i = j + 1; i < size; i++) a[i][j] *= pivot; } } } // Solves the set of size linear equations a*x=b, assuming A is LU form // but assume b has not been transformed. // a[0..size-1] is LU decomposition // Returns the solution vector x in b. // a and index are not modified. void luSolve(double **a, const int size, const int *index, double b[]) { // Transform b allowing for leading zeros. int non_zero = -1; for (int i = 0; i < size; i++) { int iperm = index[i]; double sum = b[iperm]; b[iperm] = b[i]; if (non_zero != -1) { for (int j = non_zero; j <= i - 1; j++) sum -= a[i][j] * b[j]; } else { if (sum != 0.0) non_zero = i; } b[i] = sum; } // Backsubstitution. for (int i = size - 1; i >= 0; i--) { double sum = b[i]; for (int j = i + 1; j < size; j++) sum -= a[i][j] * b[j]; b[i] = sum / a[i][i]; } } #if 0 // Solve: // x + y = 5 // x - y = 1 // x = 3 // y = 2 void testLuDecomp1() { double a0[2] = {1, 1}; double a1[2] = {1, -1}; double *a[2] = {a0, a1}; int index[2]; double b[2] = {5, 1}; double scale[2]; luDecomp(a, 2, index, scale); luSolve(a, 2, index, b); printf("x = %f y= %f\n", b[0], b[1]); } // Solve // x + 2y = 3 // 3x - 4y = 19 // x = 5 // y = -1 void testLuDecomp2() { double a0[2] = {1, 2}; double a1[2] = {3, -4}; double *a[2] = {a0, a1}; int index[2]; double b[2] = {3, 19}; double scale[2]; luDecomp(a, 2, index, scale); luSolve(a, 2, index, b); printf("x = %f y= %f\n", b[0], b[1]); } #endif //////////////////////////////////////////////////////////////// bool DmpCeffDelayCalc::unsuppored_model_warned_ = false; DmpCeffDelayCalc::DmpCeffDelayCalc(StaState *sta) : LumpedCapDelayCalc(sta), dmp_cap_(new DmpCap(sta)), dmp_pi_(new DmpPi(sta)), dmp_zero_c2_(new DmpZeroC2(sta)), dmp_alg_(nullptr) { } DmpCeffDelayCalc::~DmpCeffDelayCalc() { delete dmp_cap_; delete dmp_pi_; delete dmp_zero_c2_; } ArcDcalcResult DmpCeffDelayCalc::gateDelay(const Pin *drvr_pin, const TimingArc *arc, const Slew &in_slew, float load_cap, const Parasitic *parasitic, const LoadPinIndexMap &load_pin_index_map, const DcalcAnalysisPt *dcalc_ap) { const RiseFall *rf = arc->toEdge()->asRiseFall(); const LibertyCell *drvr_cell = arc->from()->libertyCell(); const LibertyLibrary *drvr_library = drvr_cell->libertyLibrary(); GateTableModel *table_model = arc->gateTableModel(dcalc_ap); if (table_model && parasitic) { float in_slew1 = delayAsFloat(in_slew); float c2, rpi, c1; parasitics_->piModel(parasitic, c2, rpi, c1); if (isnan(c2) || isnan(c1) || isnan(rpi)) report_->error(1040, "parasitic Pi model has NaNs."); setCeffAlgorithm(drvr_library, drvr_cell, pinPvt(drvr_pin, dcalc_ap), table_model, rf, in_slew1, c2, rpi, c1); double gate_delay, drvr_slew; gateDelaySlew(gate_delay, drvr_slew); ArcDcalcResult dcalc_result(load_pin_index_map.size()); dcalc_result.setGateDelay(gate_delay); dcalc_result.setDrvrSlew(drvr_slew); for (const auto &[load_pin, load_idx] : load_pin_index_map) { ArcDelay wire_delay; Slew load_slew; loadDelaySlew(load_pin, drvr_slew, rf, drvr_library, parasitic, wire_delay, load_slew); dcalc_result.setWireDelay(load_idx, wire_delay); dcalc_result.setLoadSlew(load_idx, load_slew); } return dcalc_result; } else { ArcDcalcResult dcalc_result = LumpedCapDelayCalc::gateDelay(drvr_pin, arc, in_slew, load_cap, parasitic, load_pin_index_map, dcalc_ap); if (parasitic && !unsuppored_model_warned_) { unsuppored_model_warned_ = true; report_->warn(1041, "cell %s delay model not supported on SPF parasitics by DMP delay calculator", drvr_cell->name()); } return dcalc_result; } } void DmpCeffDelayCalc::setCeffAlgorithm(const LibertyLibrary *drvr_library, const LibertyCell *drvr_cell, const Pvt *pvt, const GateTableModel *gate_model, const RiseFall *rf, double in_slew, double c2, double rpi, double c1) { double rd = 0.0; if (gate_model) { rd = gateModelRd(drvr_cell, gate_model, rf, in_slew, c2, c1, pvt, pocv_enabled_); // Zero Rd means the table is constant and thus independent of load cap. if (rd < 1e-2 // Rpi is small compared to Rd, which makes the load capacitive. || rpi < rd * 1e-3 // c1/Rpi can be ignored. || (c1 == 0.0 || c1 < c2 * 1e-3 || rpi == 0.0)) dmp_alg_ = dmp_cap_; else if (c2 < c1 * 1e-3) dmp_alg_ = dmp_zero_c2_; else // The full monty. dmp_alg_ = dmp_pi_; } else dmp_alg_ = dmp_cap_; dmp_alg_->init(drvr_library, drvr_cell, pvt, gate_model, rf, rd, in_slew, c2, rpi, c1); debugPrint(debug_, "dmp_ceff", 3, " DMP in_slew = %s c2 = %s rpi = %s c1 = %s Rd = %s (%s alg)", units_->timeUnit()->asString(in_slew), units_->capacitanceUnit()->asString(c2), units_->resistanceUnit()->asString(rpi), units_->capacitanceUnit()->asString(c1), units_->resistanceUnit()->asString(rd), dmp_alg_->name()); } string DmpCeffDelayCalc::reportGateDelay(const Pin *drvr_pin, const TimingArc *arc, const Slew &in_slew, float load_cap, const Parasitic *parasitic, const LoadPinIndexMap &load_pin_index_map, const DcalcAnalysisPt *dcalc_ap, int digits) { gateDelay(drvr_pin, arc, in_slew, load_cap, parasitic, load_pin_index_map, dcalc_ap); GateTableModel *model = arc->gateTableModel(dcalc_ap); float c_eff = 0.0; string result; if (parasitic && dmp_alg_) { c_eff = dmp_alg_->ceff(); const LibertyCell *drvr_cell = arc->to()->libertyCell(); const LibertyLibrary *drvr_library = drvr_cell->libertyLibrary(); const Units *units = drvr_library->units(); const Unit *cap_unit = units->capacitanceUnit(); const Unit *res_unit = units->resistanceUnit(); float c2, rpi, c1; parasitics_->piModel(parasitic, c2, rpi, c1); result += "Pi model C2="; result += cap_unit->asString(c2, digits); result += " Rpi="; result += res_unit->asString(rpi, digits); result += " C1="; result += cap_unit->asString(c1, digits); result += ", Ceff="; result += cap_unit->asString(c_eff, digits); result += '\n'; } else c_eff = load_cap; if (model) { float in_slew1 = delayAsFloat(in_slew); result += model->reportGateDelay(pinPvt(drvr_pin, dcalc_ap), in_slew1, c_eff, pocv_enabled_, digits); } return result; } static double gateModelRd(const LibertyCell *cell, const GateTableModel *gate_model, const RiseFall *rf, double in_slew, double c2, double c1, const Pvt *pvt, bool pocv_enabled) { float cap1 = c1 + c2; float cap2 = cap1 + 1e-15; ArcDelay d1, d2; Slew s1, s2; gate_model->gateDelay(pvt, in_slew, cap1, pocv_enabled, d1, s1); gate_model->gateDelay(pvt, in_slew, cap2, pocv_enabled, d2, s2); double vth = cell->libertyLibrary()->outputThreshold(rf); float rd = -log(vth) * abs(delayAsFloat(d1) - delayAsFloat(d2)) / (cap2 - cap1); return rd; } void DmpCeffDelayCalc::gateDelaySlew(// Return values. double &delay, double &slew) { dmp_alg_->gateDelaySlew(delay, slew); } void DmpCeffDelayCalc::loadDelaySlewElmore(const Pin *load_pin, double elmore, ArcDelay &delay, Slew &slew) { if (dmp_alg_) dmp_alg_->loadDelaySlew(load_pin, elmore, delay, slew); } // Notify algorithm components. void DmpCeffDelayCalc::copyState(const StaState *sta) { StaState::copyState(sta); dmp_cap_->copyState(sta); dmp_pi_->copyState(sta); dmp_zero_c2_->copyState(sta); } DmpError::DmpError(const char *what) : what_(what) { //printf("DmpError %s\n", what); } // This saves about 2.5% in overall run time on designs with SPEF. // https://codingforspeed.com/using-faster-exponential-approximation static double exp2(double x) { if (x < -12.0) // exp(-12) = 6.1e-6 return 0.0; else { double y = 1.0 + x / 4096.0; y *= y; y *= y; y *= y; y *= y; y *= y; y *= y; y *= y; y *= y; y *= y; y *= y; y *= y; y *= y; return y; } } } // namespace