#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 r23669 = 1;
        float r23670 = x;
        float r23671 = exp(r23670);
        float r23672 = r23669 + r23671;
        float r23673 = log(r23672);
        float r23674 = y;
        float r23675 = r23670 * r23674;
        float r23676 = r23673 - r23675;
        return r23676;
}

double f_id(double x, double y) {
        double r23677 = 1;
        double r23678 = x;
        double r23679 = exp(r23678);
        double r23680 = r23677 + r23679;
        double r23681 = log(r23680);
        double r23682 = y;
        double r23683 = r23678 * r23682;
        double r23684 = r23681 - r23683;
        return r23684;
}


double f_of(float x, float y) {
        float r23685 = x;
        float r23686 = -9.040718665343158e-06;
        bool r23687 = r23685 <= r23686;
        float r23688 = 1;
        float r23689 = exp(r23685);
        float r23690 = r23688 + r23689;
        float r23691 = sqrt(r23690);
        float r23692 = log(r23691);
        float r23693 = cbrt(r23690);
        float r23694 = fabs(r23693);
        float r23695 = log(r23694);
        float r23696 = sqrt(r23693);
        float r23697 = log(r23696);
        float r23698 = 3;
        float r23699 = pow(r23697, r23698);
        float r23700 = cbrt(r23699);
        float r23701 = r23695 + r23700;
        float r23702 = y;
        float r23703 = r23685 * r23702;
        float r23704 = r23701 - r23703;
        float r23705 = r23692 + r23704;
        float r23706 = 2.7308670765476417e-09;
        bool r23707 = r23685 <= r23706;
        float r23708 = 1/2;
        float r23709 = 2;
        float r23710 = pow(r23685, r23709);
        float r23711 = r23708 * r23710;
        float r23712 = r23709 + r23685;
        float r23713 = r23711 + r23712;
        float r23714 = log(r23713);
        float r23715 = r23714 - r23703;
        float r23716 = r23707 ? r23715 : r23705;
        float r23717 = r23687 ? r23705 : r23716;
        return r23717;
}

double f_od(double x, double y) {
        double r23718 = x;
        double r23719 = -9.040718665343158e-06;
        bool r23720 = r23718 <= r23719;
        double r23721 = 1;
        double r23722 = exp(r23718);
        double r23723 = r23721 + r23722;
        double r23724 = sqrt(r23723);
        double r23725 = log(r23724);
        double r23726 = cbrt(r23723);
        double r23727 = fabs(r23726);
        double r23728 = log(r23727);
        double r23729 = sqrt(r23726);
        double r23730 = log(r23729);
        double r23731 = 3;
        double r23732 = pow(r23730, r23731);
        double r23733 = cbrt(r23732);
        double r23734 = r23728 + r23733;
        double r23735 = y;
        double r23736 = r23718 * r23735;
        double r23737 = r23734 - r23736;
        double r23738 = r23725 + r23737;
        double r23739 = 2.7308670765476417e-09;
        bool r23740 = r23718 <= r23739;
        double r23741 = 1/2;
        double r23742 = 2;
        double r23743 = pow(r23718, r23742);
        double r23744 = r23741 * r23743;
        double r23745 = r23742 + r23718;
        double r23746 = r23744 + r23745;
        double r23747 = log(r23746);
        double r23748 = r23747 - r23736;
        double r23749 = r23740 ? r23748 : r23738;
        double r23750 = r23720 ? r23738 : r23749;
        return r23750;
}

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 r23751, r23752, r23753, r23754, r23755, r23756, r23757, r23758;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r23751, "1", 10, MPFR_RNDN);
        mpfr_init(r23752);
        mpfr_init(r23753);
        mpfr_init(r23754);
        mpfr_init(r23755);
        mpfr_init(r23756);
        mpfr_init(r23757);
        mpfr_init(r23758);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r23752, x, MPFR_RNDN);
        mpfr_exp(r23753, r23752, MPFR_RNDN);
        mpfr_add(r23754, r23751, r23753, MPFR_RNDN);
        mpfr_log(r23755, r23754, MPFR_RNDN);
        mpfr_set_d(r23756, y, MPFR_RNDN);
        mpfr_mul(r23757, r23752, r23756, MPFR_RNDN);
        mpfr_sub(r23758, r23755, r23757, MPFR_RNDN);
        return mpfr_get_d(r23758, MPFR_RNDN);
}

static mpfr_t r23759, r23760, r23761, r23762, r23763, r23764, r23765, r23766, r23767, r23768, r23769, r23770, r23771, r23772, r23773, r23774, r23775, r23776, r23777, r23778, r23779, r23780, r23781, r23782, r23783, r23784, r23785, r23786, r23787, r23788, r23789, r23790, r23791;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(912);
        mpfr_init(r23759);
        mpfr_init_set_str(r23760, "-9.040718665343158e-06", 10, MPFR_RNDN);
        mpfr_init(r23761);
        mpfr_init_set_str(r23762, "1", 10, MPFR_RNDN);
        mpfr_init(r23763);
        mpfr_init(r23764);
        mpfr_init(r23765);
        mpfr_init(r23766);
        mpfr_init(r23767);
        mpfr_init(r23768);
        mpfr_init(r23769);
        mpfr_init(r23770);
        mpfr_init(r23771);
        mpfr_init_set_str(r23772, "3", 10, MPFR_RNDN);
        mpfr_init(r23773);
        mpfr_init(r23774);
        mpfr_init(r23775);
        mpfr_init(r23776);
        mpfr_init(r23777);
        mpfr_init(r23778);
        mpfr_init(r23779);
        mpfr_init_set_str(r23780, "2.7308670765476417e-09", 10, MPFR_RNDN);
        mpfr_init(r23781);
        mpfr_init_set_str(r23782, "1/2", 10, MPFR_RNDN);
        mpfr_init_set_str(r23783, "2", 10, MPFR_RNDN);
        mpfr_init(r23784);
        mpfr_init(r23785);
        mpfr_init(r23786);
        mpfr_init(r23787);
        mpfr_init(r23788);
        mpfr_init(r23789);
        mpfr_init(r23790);
        mpfr_init(r23791);
}

double f_fm(double x, double y) {
        mpfr_set_d(r23759, x, MPFR_RNDN);
        ;
        mpfr_set_si(r23761, mpfr_cmp(r23759, r23760) <= 0, MPFR_RNDN);
        ;
        mpfr_exp(r23763, r23759, MPFR_RNDN);
        mpfr_add(r23764, r23762, r23763, MPFR_RNDN);
        mpfr_sqrt(r23765, r23764, MPFR_RNDN);
        mpfr_log(r23766, r23765, MPFR_RNDN);
        mpfr_cbrt(r23767, r23764, MPFR_RNDN);
        mpfr_abs(r23768, r23767, MPFR_RNDN);
        mpfr_log(r23769, r23768, MPFR_RNDN);
        mpfr_sqrt(r23770, r23767, MPFR_RNDN);
        mpfr_log(r23771, r23770, MPFR_RNDN);
        ;
        mpfr_pow(r23773, r23771, r23772, MPFR_RNDN);
        mpfr_cbrt(r23774, r23773, MPFR_RNDN);
        mpfr_add(r23775, r23769, r23774, MPFR_RNDN);
        mpfr_set_d(r23776, y, MPFR_RNDN);
        mpfr_mul(r23777, r23759, r23776, MPFR_RNDN);
        mpfr_sub(r23778, r23775, r23777, MPFR_RNDN);
        mpfr_add(r23779, r23766, r23778, MPFR_RNDN);
        ;
        mpfr_set_si(r23781, mpfr_cmp(r23759, r23780) <= 0, MPFR_RNDN);
        ;
        ;
        mpfr_pow(r23784, r23759, r23783, MPFR_RNDN);
        mpfr_mul(r23785, r23782, r23784, MPFR_RNDN);
        mpfr_add(r23786, r23783, r23759, MPFR_RNDN);
        mpfr_add(r23787, r23785, r23786, MPFR_RNDN);
        mpfr_log(r23788, r23787, MPFR_RNDN);
        mpfr_sub(r23789, r23788, r23777, MPFR_RNDN);
        if (mpfr_get_si(r23781, MPFR_RNDN)) { mpfr_set(r23790, r23789, MPFR_RNDN); } else { mpfr_set(r23790, r23779, MPFR_RNDN); };
        if (mpfr_get_si(r23761, MPFR_RNDN)) { mpfr_set(r23791, r23779, MPFR_RNDN); } else { mpfr_set(r23791, r23790, MPFR_RNDN); };
        return mpfr_get_d(r23791, MPFR_RNDN);
}

static mpfr_t r23792, r23793, r23794, r23795, r23796, r23797, r23798, r23799, r23800, r23801, r23802, r23803, r23804, r23805, r23806, r23807, r23808, r23809, r23810, r23811, r23812, r23813, r23814, r23815, r23816, r23817, r23818, r23819, r23820, r23821, r23822, r23823, r23824;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(912);
        mpfr_init(r23792);
        mpfr_init_set_str(r23793, "-9.040718665343158e-06", 10, MPFR_RNDN);
        mpfr_init(r23794);
        mpfr_init_set_str(r23795, "1", 10, MPFR_RNDN);
        mpfr_init(r23796);
        mpfr_init(r23797);
        mpfr_init(r23798);
        mpfr_init(r23799);
        mpfr_init(r23800);
        mpfr_init(r23801);
        mpfr_init(r23802);
        mpfr_init(r23803);
        mpfr_init(r23804);
        mpfr_init_set_str(r23805, "3", 10, MPFR_RNDN);
        mpfr_init(r23806);
        mpfr_init(r23807);
        mpfr_init(r23808);
        mpfr_init(r23809);
        mpfr_init(r23810);
        mpfr_init(r23811);
        mpfr_init(r23812);
        mpfr_init_set_str(r23813, "2.7308670765476417e-09", 10, MPFR_RNDN);
        mpfr_init(r23814);
        mpfr_init_set_str(r23815, "1/2", 10, MPFR_RNDN);
        mpfr_init_set_str(r23816, "2", 10, MPFR_RNDN);
        mpfr_init(r23817);
        mpfr_init(r23818);
        mpfr_init(r23819);
        mpfr_init(r23820);
        mpfr_init(r23821);
        mpfr_init(r23822);
        mpfr_init(r23823);
        mpfr_init(r23824);
}

double f_dm(double x, double y) {
        mpfr_set_d(r23792, x, MPFR_RNDN);
        ;
        mpfr_set_si(r23794, mpfr_cmp(r23792, r23793) <= 0, MPFR_RNDN);
        ;
        mpfr_exp(r23796, r23792, MPFR_RNDN);
        mpfr_add(r23797, r23795, r23796, MPFR_RNDN);
        mpfr_sqrt(r23798, r23797, MPFR_RNDN);
        mpfr_log(r23799, r23798, MPFR_RNDN);
        mpfr_cbrt(r23800, r23797, MPFR_RNDN);
        mpfr_abs(r23801, r23800, MPFR_RNDN);
        mpfr_log(r23802, r23801, MPFR_RNDN);
        mpfr_sqrt(r23803, r23800, MPFR_RNDN);
        mpfr_log(r23804, r23803, MPFR_RNDN);
        ;
        mpfr_pow(r23806, r23804, r23805, MPFR_RNDN);
        mpfr_cbrt(r23807, r23806, MPFR_RNDN);
        mpfr_add(r23808, r23802, r23807, MPFR_RNDN);
        mpfr_set_d(r23809, y, MPFR_RNDN);
        mpfr_mul(r23810, r23792, r23809, MPFR_RNDN);
        mpfr_sub(r23811, r23808, r23810, MPFR_RNDN);
        mpfr_add(r23812, r23799, r23811, MPFR_RNDN);
        ;
        mpfr_set_si(r23814, mpfr_cmp(r23792, r23813) <= 0, MPFR_RNDN);
        ;
        ;
        mpfr_pow(r23817, r23792, r23816, MPFR_RNDN);
        mpfr_mul(r23818, r23815, r23817, MPFR_RNDN);
        mpfr_add(r23819, r23816, r23792, MPFR_RNDN);
        mpfr_add(r23820, r23818, r23819, MPFR_RNDN);
        mpfr_log(r23821, r23820, MPFR_RNDN);
        mpfr_sub(r23822, r23821, r23810, MPFR_RNDN);
        if (mpfr_get_si(r23814, MPFR_RNDN)) { mpfr_set(r23823, r23822, MPFR_RNDN); } else { mpfr_set(r23823, r23812, MPFR_RNDN); };
        if (mpfr_get_si(r23794, MPFR_RNDN)) { mpfr_set(r23824, r23812, MPFR_RNDN); } else { mpfr_set(r23824, r23823, MPFR_RNDN); };
        return mpfr_get_d(r23824, MPFR_RNDN);
}