#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 r24661 = 1;
        float r24662 = x;
        float r24663 = exp(r24662);
        float r24664 = r24661 + r24663;
        float r24665 = log(r24664);
        float r24666 = y;
        float r24667 = r24662 * r24666;
        float r24668 = r24665 - r24667;
        return r24668;
}

double f_id(double x, double y) {
        double r24669 = 1;
        double r24670 = x;
        double r24671 = exp(r24670);
        double r24672 = r24669 + r24671;
        double r24673 = log(r24672);
        double r24674 = y;
        double r24675 = r24670 * r24674;
        double r24676 = r24673 - r24675;
        return r24676;
}


double f_of(float x, float y) {
        float r24677 = 1;
        float r24678 = x;
        float r24679 = exp(r24678);
        float r24680 = r24677 + r24679;
        float r24681 = log(r24680);
        float r24682 = y;
        float r24683 = r24678 * r24682;
        float r24684 = r24681 - r24683;
        float r24685 = -0.23813016894602648;
        bool r24686 = r24684 <= r24685;
        float r24687 = log1p(r24679);
        float r24688 = cbrt(r24687);
        float r24689 = r24688 * r24688;
        float r24690 = r24682 * r24678;
        float r24691 = -r24690;
        float r24692 = fma(r24689, r24688, r24691);
        float r24693 = 244079.7035616162;
        bool r24694 = r24684 <= r24693;
        float r24695 = r24687 - r24690;
        float r24696 = log1p(r24695);
        float r24697 = expm1(r24696);
        float r24698 = r24694 ? r24697 : r24692;
        float r24699 = r24686 ? r24692 : r24698;
        return r24699;
}

double f_od(double x, double y) {
        double r24700 = 1;
        double r24701 = x;
        double r24702 = exp(r24701);
        double r24703 = r24700 + r24702;
        double r24704 = log(r24703);
        double r24705 = y;
        double r24706 = r24701 * r24705;
        double r24707 = r24704 - r24706;
        double r24708 = -0.23813016894602648;
        bool r24709 = r24707 <= r24708;
        double r24710 = log1p(r24702);
        double r24711 = cbrt(r24710);
        double r24712 = r24711 * r24711;
        double r24713 = r24705 * r24701;
        double r24714 = -r24713;
        double r24715 = fma(r24712, r24711, r24714);
        double r24716 = 244079.7035616162;
        bool r24717 = r24707 <= r24716;
        double r24718 = r24710 - r24713;
        double r24719 = log1p(r24718);
        double r24720 = expm1(r24719);
        double r24721 = r24717 ? r24720 : r24715;
        double r24722 = r24709 ? r24715 : r24721;
        return r24722;
}

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 r24723, r24724, r24725, r24726, r24727, r24728, r24729, r24730;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r24723, "1", 10, MPFR_RNDN);
        mpfr_init(r24724);
        mpfr_init(r24725);
        mpfr_init(r24726);
        mpfr_init(r24727);
        mpfr_init(r24728);
        mpfr_init(r24729);
        mpfr_init(r24730);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24724, x, MPFR_RNDN);
        mpfr_exp(r24725, r24724, MPFR_RNDN);
        mpfr_add(r24726, r24723, r24725, MPFR_RNDN);
        mpfr_log(r24727, r24726, MPFR_RNDN);
        mpfr_set_d(r24728, y, MPFR_RNDN);
        mpfr_mul(r24729, r24724, r24728, MPFR_RNDN);
        mpfr_sub(r24730, r24727, r24729, MPFR_RNDN);
        return mpfr_get_d(r24730, MPFR_RNDN);
}

static mpfr_t r24731, r24732, r24733, r24734, r24735, r24736, r24737, r24738, r24739, r24740, r24741, r24742, r24743, r24744, r24745, r24746, r24747, r24748, r24749, r24750, r24751, r24752, r24753;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r24731, "1", 10, MPFR_RNDN);
        mpfr_init(r24732);
        mpfr_init(r24733);
        mpfr_init(r24734);
        mpfr_init(r24735);
        mpfr_init(r24736);
        mpfr_init(r24737);
        mpfr_init(r24738);
        mpfr_init_set_str(r24739, "-0.23813016894602648", 10, MPFR_RNDN);
        mpfr_init(r24740);
        mpfr_init(r24741);
        mpfr_init(r24742);
        mpfr_init(r24743);
        mpfr_init(r24744);
        mpfr_init(r24745);
        mpfr_init(r24746);
        mpfr_init_set_str(r24747, "244079.7035616162", 10, MPFR_RNDN);
        mpfr_init(r24748);
        mpfr_init(r24749);
        mpfr_init(r24750);
        mpfr_init(r24751);
        mpfr_init(r24752);
        mpfr_init(r24753);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r24732, x, MPFR_RNDN);
        mpfr_exp(r24733, r24732, MPFR_RNDN);
        mpfr_add(r24734, r24731, r24733, MPFR_RNDN);
        mpfr_log(r24735, r24734, MPFR_RNDN);
        mpfr_set_d(r24736, y, MPFR_RNDN);
        mpfr_mul(r24737, r24732, r24736, MPFR_RNDN);
        mpfr_sub(r24738, r24735, r24737, MPFR_RNDN);
        ;
        mpfr_set_si(r24740, mpfr_cmp(r24738, r24739) <= 0, MPFR_RNDN);
        mpfr_log1p(r24741, r24733, MPFR_RNDN);
        mpfr_cbrt(r24742, r24741, MPFR_RNDN);
        mpfr_mul(r24743, r24742, r24742, MPFR_RNDN);
        mpfr_mul(r24744, r24736, r24732, MPFR_RNDN);
        mpfr_neg(r24745, r24744, MPFR_RNDN);
        mpfr_fma(r24746, r24743, r24742, r24745, MPFR_RNDN);
        ;
        mpfr_set_si(r24748, mpfr_cmp(r24738, r24747) <= 0, MPFR_RNDN);
        mpfr_sub(r24749, r24741, r24744, MPFR_RNDN);
        mpfr_log1p(r24750, r24749, MPFR_RNDN);
        mpfr_expm1(r24751, r24750, MPFR_RNDN);
        if (mpfr_get_si(r24748, MPFR_RNDN)) { mpfr_set(r24752, r24751, MPFR_RNDN); } else { mpfr_set(r24752, r24746, MPFR_RNDN); };
        if (mpfr_get_si(r24740, MPFR_RNDN)) { mpfr_set(r24753, r24746, MPFR_RNDN); } else { mpfr_set(r24753, r24752, MPFR_RNDN); };
        return mpfr_get_d(r24753, MPFR_RNDN);
}

static mpfr_t r24754, r24755, r24756, r24757, r24758, r24759, r24760, r24761, r24762, r24763, r24764, r24765, r24766, r24767, r24768, r24769, r24770, r24771, r24772, r24773, r24774, r24775, r24776;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r24754, "1", 10, MPFR_RNDN);
        mpfr_init(r24755);
        mpfr_init(r24756);
        mpfr_init(r24757);
        mpfr_init(r24758);
        mpfr_init(r24759);
        mpfr_init(r24760);
        mpfr_init(r24761);
        mpfr_init_set_str(r24762, "-0.23813016894602648", 10, MPFR_RNDN);
        mpfr_init(r24763);
        mpfr_init(r24764);
        mpfr_init(r24765);
        mpfr_init(r24766);
        mpfr_init(r24767);
        mpfr_init(r24768);
        mpfr_init(r24769);
        mpfr_init_set_str(r24770, "244079.7035616162", 10, MPFR_RNDN);
        mpfr_init(r24771);
        mpfr_init(r24772);
        mpfr_init(r24773);
        mpfr_init(r24774);
        mpfr_init(r24775);
        mpfr_init(r24776);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r24755, x, MPFR_RNDN);
        mpfr_exp(r24756, r24755, MPFR_RNDN);
        mpfr_add(r24757, r24754, r24756, MPFR_RNDN);
        mpfr_log(r24758, r24757, MPFR_RNDN);
        mpfr_set_d(r24759, y, MPFR_RNDN);
        mpfr_mul(r24760, r24755, r24759, MPFR_RNDN);
        mpfr_sub(r24761, r24758, r24760, MPFR_RNDN);
        ;
        mpfr_set_si(r24763, mpfr_cmp(r24761, r24762) <= 0, MPFR_RNDN);
        mpfr_log1p(r24764, r24756, MPFR_RNDN);
        mpfr_cbrt(r24765, r24764, MPFR_RNDN);
        mpfr_mul(r24766, r24765, r24765, MPFR_RNDN);
        mpfr_mul(r24767, r24759, r24755, MPFR_RNDN);
        mpfr_neg(r24768, r24767, MPFR_RNDN);
        mpfr_fma(r24769, r24766, r24765, r24768, MPFR_RNDN);
        ;
        mpfr_set_si(r24771, mpfr_cmp(r24761, r24770) <= 0, MPFR_RNDN);
        mpfr_sub(r24772, r24764, r24767, MPFR_RNDN);
        mpfr_log1p(r24773, r24772, MPFR_RNDN);
        mpfr_expm1(r24774, r24773, MPFR_RNDN);
        if (mpfr_get_si(r24771, MPFR_RNDN)) { mpfr_set(r24775, r24774, MPFR_RNDN); } else { mpfr_set(r24775, r24769, MPFR_RNDN); };
        if (mpfr_get_si(r24763, MPFR_RNDN)) { mpfr_set(r24776, r24769, MPFR_RNDN); } else { mpfr_set(r24776, r24775, MPFR_RNDN); };
        return mpfr_get_d(r24776, MPFR_RNDN);
}