#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 r24640 = 1;
        float r24641 = x;
        float r24642 = exp(r24641);
        float r24643 = r24640 + r24642;
        float r24644 = log(r24643);
        float r24645 = y;
        float r24646 = r24641 * r24645;
        float r24647 = r24644 - r24646;
        return r24647;
}

double f_id(double x, double y) {
        double r24648 = 1;
        double r24649 = x;
        double r24650 = exp(r24649);
        double r24651 = r24648 + r24650;
        double r24652 = log(r24651);
        double r24653 = y;
        double r24654 = r24649 * r24653;
        double r24655 = r24652 - r24654;
        return r24655;
}


double f_of(float x, float y) {
        float r24656 = 1;
        float r24657 = x;
        float r24658 = exp(r24657);
        float r24659 = r24656 + r24658;
        float r24660 = log(r24659);
        float r24661 = y;
        float r24662 = r24657 * r24661;
        float r24663 = r24660 - r24662;
        return r24663;
}

double f_od(double x, double y) {
        double r24664 = 1;
        double r24665 = x;
        double r24666 = exp(r24665);
        double r24667 = r24664 + r24666;
        double r24668 = log(r24667);
        double r24669 = y;
        double r24670 = r24665 * r24669;
        double r24671 = r24668 - r24670;
        return r24671;
}

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 r24672, r24673, r24674, r24675, r24676, r24677, r24678, r24679;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(848);
        mpfr_init_set_str(r24672, "1", 10, MPFR_RNDN);
        mpfr_init(r24673);
        mpfr_init(r24674);
        mpfr_init(r24675);
        mpfr_init(r24676);
        mpfr_init(r24677);
        mpfr_init(r24678);
        mpfr_init(r24679);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24673, x, MPFR_RNDN);
        mpfr_exp(r24674, r24673, MPFR_RNDN);
        mpfr_add(r24675, r24672, r24674, MPFR_RNDN);
        mpfr_log(r24676, r24675, MPFR_RNDN);
        mpfr_set_d(r24677, y, MPFR_RNDN);
        mpfr_mul(r24678, r24673, r24677, MPFR_RNDN);
        mpfr_sub(r24679, r24676, r24678, MPFR_RNDN);
        return mpfr_get_d(r24679, MPFR_RNDN);
}

static mpfr_t r24680, r24681, r24682, r24683, r24684, r24685, r24686, r24687;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(848);
        mpfr_init_set_str(r24680, "1", 10, MPFR_RNDN);
        mpfr_init(r24681);
        mpfr_init(r24682);
        mpfr_init(r24683);
        mpfr_init(r24684);
        mpfr_init(r24685);
        mpfr_init(r24686);
        mpfr_init(r24687);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r24681, x, MPFR_RNDN);
        mpfr_exp(r24682, r24681, MPFR_RNDN);
        mpfr_add(r24683, r24680, r24682, MPFR_RNDN);
        mpfr_log(r24684, r24683, MPFR_RNDN);
        mpfr_set_d(r24685, y, MPFR_RNDN);
        mpfr_mul(r24686, r24681, r24685, MPFR_RNDN);
        mpfr_sub(r24687, r24684, r24686, MPFR_RNDN);
        return mpfr_get_d(r24687, MPFR_RNDN);
}

static mpfr_t r24688, r24689, r24690, r24691, r24692, r24693, r24694, r24695;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(848);
        mpfr_init_set_str(r24688, "1", 10, MPFR_RNDN);
        mpfr_init(r24689);
        mpfr_init(r24690);
        mpfr_init(r24691);
        mpfr_init(r24692);
        mpfr_init(r24693);
        mpfr_init(r24694);
        mpfr_init(r24695);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r24689, x, MPFR_RNDN);
        mpfr_exp(r24690, r24689, MPFR_RNDN);
        mpfr_add(r24691, r24688, r24690, MPFR_RNDN);
        mpfr_log(r24692, r24691, MPFR_RNDN);
        mpfr_set_d(r24693, y, MPFR_RNDN);
        mpfr_mul(r24694, r24689, r24693, MPFR_RNDN);
        mpfr_sub(r24695, r24692, r24694, MPFR_RNDN);
        return mpfr_get_d(r24695, MPFR_RNDN);
}