#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 r46632 = 1;
        float r46633 = x;
        float r46634 = exp(r46633);
        float r46635 = r46632 + r46634;
        float r46636 = log(r46635);
        float r46637 = y;
        float r46638 = r46633 * r46637;
        float r46639 = r46636 - r46638;
        return r46639;
}

double f_id(double x, double y) {
        double r46640 = 1;
        double r46641 = x;
        double r46642 = exp(r46641);
        double r46643 = r46640 + r46642;
        double r46644 = log(r46643);
        double r46645 = y;
        double r46646 = r46641 * r46645;
        double r46647 = r46644 - r46646;
        return r46647;
}


double f_of(float x, float y) {
        float r46648 = 1;
        float r46649 = x;
        float r46650 = exp(r46649);
        float r46651 = 3;
        float r46652 = pow(r46650, r46651);
        float r46653 = r46648 + r46652;
        float r46654 = r46649 + r46649;
        float r46655 = exp(r46654);
        float r46656 = r46648 - r46650;
        float r46657 = r46655 + r46656;
        float r46658 = r46653 / r46657;
        float r46659 = log(r46658);
        float r46660 = y;
        float r46661 = r46649 * r46660;
        float r46662 = r46659 - r46661;
        return r46662;
}

double f_od(double x, double y) {
        double r46663 = 1;
        double r46664 = x;
        double r46665 = exp(r46664);
        double r46666 = 3;
        double r46667 = pow(r46665, r46666);
        double r46668 = r46663 + r46667;
        double r46669 = r46664 + r46664;
        double r46670 = exp(r46669);
        double r46671 = r46663 - r46665;
        double r46672 = r46670 + r46671;
        double r46673 = r46668 / r46672;
        double r46674 = log(r46673);
        double r46675 = y;
        double r46676 = r46664 * r46675;
        double r46677 = r46674 - r46676;
        return r46677;
}

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 r46678, r46679, r46680, r46681, r46682, r46683, r46684, r46685;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r46678, "1", 10, MPFR_RNDN);
        mpfr_init(r46679);
        mpfr_init(r46680);
        mpfr_init(r46681);
        mpfr_init(r46682);
        mpfr_init(r46683);
        mpfr_init(r46684);
        mpfr_init(r46685);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r46679, x, MPFR_RNDN);
        mpfr_exp(r46680, r46679, MPFR_RNDN);
        mpfr_add(r46681, r46678, r46680, MPFR_RNDN);
        mpfr_log(r46682, r46681, MPFR_RNDN);
        mpfr_set_d(r46683, y, MPFR_RNDN);
        mpfr_mul(r46684, r46679, r46683, MPFR_RNDN);
        mpfr_sub(r46685, r46682, r46684, MPFR_RNDN);
        return mpfr_get_d(r46685, MPFR_RNDN);
}

static mpfr_t r46686, r46687, r46688, r46689, r46690, r46691, r46692, r46693, r46694, r46695, r46696, r46697, r46698, r46699, r46700;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r46686, "1", 10, MPFR_RNDN);
        mpfr_init(r46687);
        mpfr_init(r46688);
        mpfr_init_set_str(r46689, "3", 10, MPFR_RNDN);
        mpfr_init(r46690);
        mpfr_init(r46691);
        mpfr_init(r46692);
        mpfr_init(r46693);
        mpfr_init(r46694);
        mpfr_init(r46695);
        mpfr_init(r46696);
        mpfr_init(r46697);
        mpfr_init(r46698);
        mpfr_init(r46699);
        mpfr_init(r46700);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r46687, x, MPFR_RNDN);
        mpfr_exp(r46688, r46687, MPFR_RNDN);
        ;
        mpfr_pow(r46690, r46688, r46689, MPFR_RNDN);
        mpfr_add(r46691, r46686, r46690, MPFR_RNDN);
        mpfr_add(r46692, r46687, r46687, MPFR_RNDN);
        mpfr_exp(r46693, r46692, MPFR_RNDN);
        mpfr_sub(r46694, r46686, r46688, MPFR_RNDN);
        mpfr_add(r46695, r46693, r46694, MPFR_RNDN);
        mpfr_div(r46696, r46691, r46695, MPFR_RNDN);
        mpfr_log(r46697, r46696, MPFR_RNDN);
        mpfr_set_d(r46698, y, MPFR_RNDN);
        mpfr_mul(r46699, r46687, r46698, MPFR_RNDN);
        mpfr_sub(r46700, r46697, r46699, MPFR_RNDN);
        return mpfr_get_d(r46700, MPFR_RNDN);
}

static mpfr_t r46701, r46702, r46703, r46704, r46705, r46706, r46707, r46708, r46709, r46710, r46711, r46712, r46713, r46714, r46715;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r46701, "1", 10, MPFR_RNDN);
        mpfr_init(r46702);
        mpfr_init(r46703);
        mpfr_init_set_str(r46704, "3", 10, MPFR_RNDN);
        mpfr_init(r46705);
        mpfr_init(r46706);
        mpfr_init(r46707);
        mpfr_init(r46708);
        mpfr_init(r46709);
        mpfr_init(r46710);
        mpfr_init(r46711);
        mpfr_init(r46712);
        mpfr_init(r46713);
        mpfr_init(r46714);
        mpfr_init(r46715);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r46702, x, MPFR_RNDN);
        mpfr_exp(r46703, r46702, MPFR_RNDN);
        ;
        mpfr_pow(r46705, r46703, r46704, MPFR_RNDN);
        mpfr_add(r46706, r46701, r46705, MPFR_RNDN);
        mpfr_add(r46707, r46702, r46702, MPFR_RNDN);
        mpfr_exp(r46708, r46707, MPFR_RNDN);
        mpfr_sub(r46709, r46701, r46703, MPFR_RNDN);
        mpfr_add(r46710, r46708, r46709, MPFR_RNDN);
        mpfr_div(r46711, r46706, r46710, MPFR_RNDN);
        mpfr_log(r46712, r46711, MPFR_RNDN);
        mpfr_set_d(r46713, y, MPFR_RNDN);
        mpfr_mul(r46714, r46702, r46713, MPFR_RNDN);
        mpfr_sub(r46715, r46712, r46714, MPFR_RNDN);
        return mpfr_get_d(r46715, MPFR_RNDN);
}