#include <tgmath.h>
#include <gmp.h>
#include <mpfr.h>
#include <stdio.h>
#include <stdbool.h>

char *name = "Logistic regression 2";

double f_if(float x, float y) {
        float r24622 = 1;
        float r24623 = x;
        float r24624 = exp(r24623);
        float r24625 = r24622 + r24624;
        float r24626 = log(r24625);
        float r24627 = y;
        float r24628 = r24623 * r24627;
        float r24629 = r24626 - r24628;
        return r24629;
}

double f_id(double x, double y) {
        double r24630 = 1;
        double r24631 = x;
        double r24632 = exp(r24631);
        double r24633 = r24630 + r24632;
        double r24634 = log(r24633);
        double r24635 = y;
        double r24636 = r24631 * r24635;
        double r24637 = r24634 - r24636;
        return r24637;
}


double f_of(float x, float y) {
        float r24638 = 1;
        float r24639 = x;
        float r24640 = exp(r24639);
        float r24641 = r24638 + r24640;
        float r24642 = log(r24641);
        float r24643 = y;
        float r24644 = r24639 * r24643;
        float r24645 = r24642 - r24644;
        float r24646 = 4.158861846500903e-29;
        bool r24647 = r24645 <= r24646;
        float r24648 = log1p(r24640);
        float r24649 = cbrt(r24648);
        float r24650 = r24649 * r24649;
        float r24651 = r24643 * r24639;
        float r24652 = -r24651;
        float r24653 = fma(r24650, r24649, r24652);
        float r24654 = 1569156637633.598;
        bool r24655 = r24645 <= r24654;
        float r24656 = r24648 - r24651;
        float r24657 = log(r24656);
        float r24658 = exp(r24657);
        float r24659 = r24655 ? r24658 : r24653;
        float r24660 = r24647 ? r24653 : r24659;
        return r24660;
}

double f_od(double x, double y) {
        double r24661 = 1;
        double r24662 = x;
        double r24663 = exp(r24662);
        double r24664 = r24661 + r24663;
        double r24665 = log(r24664);
        double r24666 = y;
        double r24667 = r24662 * r24666;
        double r24668 = r24665 - r24667;
        double r24669 = 4.158861846500903e-29;
        bool r24670 = r24668 <= r24669;
        double r24671 = log1p(r24663);
        double r24672 = cbrt(r24671);
        double r24673 = r24672 * r24672;
        double r24674 = r24666 * r24662;
        double r24675 = -r24674;
        double r24676 = fma(r24673, r24672, r24675);
        double r24677 = 1569156637633.598;
        bool r24678 = r24668 <= r24677;
        double r24679 = r24671 - r24674;
        double r24680 = log(r24679);
        double r24681 = exp(r24680);
        double r24682 = r24678 ? r24681 : r24676;
        double r24683 = r24670 ? r24676 : r24682;
        return r24683;
}

void mpfr_fmod2(mpfr_t r, mpfr_t n, mpfr_t d, mpfr_rnd_t rmd) {
        mpfr_fmod(r, n, d, rmd);
        if (mpfr_cmp_ui(r, 0) < 0) mpfr_add(r, r, d, rmd);
}


static mpfr_t r24684, r24685, r24686, r24687, r24688, r24689, r24690, r24691;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r24684, "1", 10, MPFR_RNDN);
        mpfr_init(r24685);
        mpfr_init(r24686);
        mpfr_init(r24687);
        mpfr_init(r24688);
        mpfr_init(r24689);
        mpfr_init(r24690);
        mpfr_init(r24691);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24685, x, MPFR_RNDN);
        mpfr_exp(r24686, r24685, MPFR_RNDN);
        mpfr_add(r24687, r24684, r24686, MPFR_RNDN);
        mpfr_log(r24688, r24687, MPFR_RNDN);
        mpfr_set_d(r24689, y, MPFR_RNDN);
        mpfr_mul(r24690, r24685, r24689, MPFR_RNDN);
        mpfr_sub(r24691, r24688, r24690, MPFR_RNDN);
        return mpfr_get_d(r24691, MPFR_RNDN);
}

static mpfr_t r24692, r24693, r24694, r24695, r24696, r24697, r24698, r24699, r24700, r24701, r24702, r24703, r24704, r24705, r24706, r24707, r24708, r24709, r24710, r24711, r24712, r24713, r24714;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r24692, "1", 10, MPFR_RNDN);
        mpfr_init(r24693);
        mpfr_init(r24694);
        mpfr_init(r24695);
        mpfr_init(r24696);
        mpfr_init(r24697);
        mpfr_init(r24698);
        mpfr_init(r24699);
        mpfr_init_set_str(r24700, "4.158861846500903e-29", 10, MPFR_RNDN);
        mpfr_init(r24701);
        mpfr_init(r24702);
        mpfr_init(r24703);
        mpfr_init(r24704);
        mpfr_init(r24705);
        mpfr_init(r24706);
        mpfr_init(r24707);
        mpfr_init_set_str(r24708, "1569156637633.598", 10, MPFR_RNDN);
        mpfr_init(r24709);
        mpfr_init(r24710);
        mpfr_init(r24711);
        mpfr_init(r24712);
        mpfr_init(r24713);
        mpfr_init(r24714);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r24693, x, MPFR_RNDN);
        mpfr_exp(r24694, r24693, MPFR_RNDN);
        mpfr_add(r24695, r24692, r24694, MPFR_RNDN);
        mpfr_log(r24696, r24695, MPFR_RNDN);
        mpfr_set_d(r24697, y, MPFR_RNDN);
        mpfr_mul(r24698, r24693, r24697, MPFR_RNDN);
        mpfr_sub(r24699, r24696, r24698, MPFR_RNDN);
        ;
        mpfr_set_si(r24701, mpfr_cmp(r24699, r24700) <= 0, MPFR_RNDN);
        mpfr_log1p(r24702, r24694, MPFR_RNDN);
        mpfr_cbrt(r24703, r24702, MPFR_RNDN);
        mpfr_mul(r24704, r24703, r24703, MPFR_RNDN);
        mpfr_mul(r24705, r24697, r24693, MPFR_RNDN);
        mpfr_neg(r24706, r24705, MPFR_RNDN);
        mpfr_fma(r24707, r24704, r24703, r24706, MPFR_RNDN);
        ;
        mpfr_set_si(r24709, mpfr_cmp(r24699, r24708) <= 0, MPFR_RNDN);
        mpfr_sub(r24710, r24702, r24705, MPFR_RNDN);
        mpfr_log(r24711, r24710, MPFR_RNDN);
        mpfr_exp(r24712, r24711, MPFR_RNDN);
        if (mpfr_get_si(r24709, MPFR_RNDN)) { mpfr_set(r24713, r24712, MPFR_RNDN); } else { mpfr_set(r24713, r24707, MPFR_RNDN); };
        if (mpfr_get_si(r24701, MPFR_RNDN)) { mpfr_set(r24714, r24707, MPFR_RNDN); } else { mpfr_set(r24714, r24713, MPFR_RNDN); };
        return mpfr_get_d(r24714, MPFR_RNDN);
}

static mpfr_t r24715, r24716, r24717, r24718, r24719, r24720, r24721, r24722, r24723, r24724, r24725, r24726, r24727, r24728, r24729, r24730, r24731, r24732, r24733, r24734, r24735, r24736, r24737;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r24715, "1", 10, MPFR_RNDN);
        mpfr_init(r24716);
        mpfr_init(r24717);
        mpfr_init(r24718);
        mpfr_init(r24719);
        mpfr_init(r24720);
        mpfr_init(r24721);
        mpfr_init(r24722);
        mpfr_init_set_str(r24723, "4.158861846500903e-29", 10, MPFR_RNDN);
        mpfr_init(r24724);
        mpfr_init(r24725);
        mpfr_init(r24726);
        mpfr_init(r24727);
        mpfr_init(r24728);
        mpfr_init(r24729);
        mpfr_init(r24730);
        mpfr_init_set_str(r24731, "1569156637633.598", 10, MPFR_RNDN);
        mpfr_init(r24732);
        mpfr_init(r24733);
        mpfr_init(r24734);
        mpfr_init(r24735);
        mpfr_init(r24736);
        mpfr_init(r24737);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r24716, x, MPFR_RNDN);
        mpfr_exp(r24717, r24716, MPFR_RNDN);
        mpfr_add(r24718, r24715, r24717, MPFR_RNDN);
        mpfr_log(r24719, r24718, MPFR_RNDN);
        mpfr_set_d(r24720, y, MPFR_RNDN);
        mpfr_mul(r24721, r24716, r24720, MPFR_RNDN);
        mpfr_sub(r24722, r24719, r24721, MPFR_RNDN);
        ;
        mpfr_set_si(r24724, mpfr_cmp(r24722, r24723) <= 0, MPFR_RNDN);
        mpfr_log1p(r24725, r24717, MPFR_RNDN);
        mpfr_cbrt(r24726, r24725, MPFR_RNDN);
        mpfr_mul(r24727, r24726, r24726, MPFR_RNDN);
        mpfr_mul(r24728, r24720, r24716, MPFR_RNDN);
        mpfr_neg(r24729, r24728, MPFR_RNDN);
        mpfr_fma(r24730, r24727, r24726, r24729, MPFR_RNDN);
        ;
        mpfr_set_si(r24732, mpfr_cmp(r24722, r24731) <= 0, MPFR_RNDN);
        mpfr_sub(r24733, r24725, r24728, MPFR_RNDN);
        mpfr_log(r24734, r24733, MPFR_RNDN);
        mpfr_exp(r24735, r24734, MPFR_RNDN);
        if (mpfr_get_si(r24732, MPFR_RNDN)) { mpfr_set(r24736, r24735, MPFR_RNDN); } else { mpfr_set(r24736, r24730, MPFR_RNDN); };
        if (mpfr_get_si(r24724, MPFR_RNDN)) { mpfr_set(r24737, r24730, MPFR_RNDN); } else { mpfr_set(r24737, r24736, MPFR_RNDN); };
        return mpfr_get_d(r24737, MPFR_RNDN);
}