#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 r24642 = 1;
        float r24643 = x;
        float r24644 = exp(r24643);
        float r24645 = r24642 + r24644;
        float r24646 = log(r24645);
        float r24647 = y;
        float r24648 = r24643 * r24647;
        float r24649 = r24646 - r24648;
        return r24649;
}

double f_id(double x, double y) {
        double r24650 = 1;
        double r24651 = x;
        double r24652 = exp(r24651);
        double r24653 = r24650 + r24652;
        double r24654 = log(r24653);
        double r24655 = y;
        double r24656 = r24651 * r24655;
        double r24657 = r24654 - r24656;
        return r24657;
}


double f_of(float x, float y) {
        float r24658 = x;
        float r24659 = exp(r24658);
        float r24660 = log1p(r24659);
        float r24661 = y;
        float r24662 = r24661 * r24658;
        float r24663 = r24660 - r24662;
        return r24663;
}

double f_od(double x, double y) {
        double r24664 = x;
        double r24665 = exp(r24664);
        double r24666 = log1p(r24665);
        double r24667 = y;
        double r24668 = r24667 * r24664;
        double r24669 = r24666 - r24668;
        return r24669;
}

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 r24670, r24671, r24672, r24673, r24674, r24675, r24676, r24677;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r24670, "1", 10, MPFR_RNDN);
        mpfr_init(r24671);
        mpfr_init(r24672);
        mpfr_init(r24673);
        mpfr_init(r24674);
        mpfr_init(r24675);
        mpfr_init(r24676);
        mpfr_init(r24677);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24671, x, MPFR_RNDN);
        mpfr_exp(r24672, r24671, MPFR_RNDN);
        mpfr_add(r24673, r24670, r24672, MPFR_RNDN);
        mpfr_log(r24674, r24673, MPFR_RNDN);
        mpfr_set_d(r24675, y, MPFR_RNDN);
        mpfr_mul(r24676, r24671, r24675, MPFR_RNDN);
        mpfr_sub(r24677, r24674, r24676, MPFR_RNDN);
        return mpfr_get_d(r24677, MPFR_RNDN);
}

static mpfr_t r24678, r24679, r24680, r24681, r24682, r24683;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(592);
        mpfr_init(r24678);
        mpfr_init(r24679);
        mpfr_init(r24680);
        mpfr_init(r24681);
        mpfr_init(r24682);
        mpfr_init(r24683);
}

double f_fm(double x, double y) {
        mpfr_set_d(r24678, x, MPFR_RNDN);
        mpfr_exp(r24679, r24678, MPFR_RNDN);
        mpfr_log1p(r24680, r24679, MPFR_RNDN);
        mpfr_set_d(r24681, y, MPFR_RNDN);
        mpfr_mul(r24682, r24681, r24678, MPFR_RNDN);
        mpfr_sub(r24683, r24680, r24682, MPFR_RNDN);
        return mpfr_get_d(r24683, MPFR_RNDN);
}

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

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(592);
        mpfr_init(r24684);
        mpfr_init(r24685);
        mpfr_init(r24686);
        mpfr_init(r24687);
        mpfr_init(r24688);
        mpfr_init(r24689);
}

double f_dm(double x, double y) {
        mpfr_set_d(r24684, x, MPFR_RNDN);
        mpfr_exp(r24685, r24684, MPFR_RNDN);
        mpfr_log1p(r24686, r24685, MPFR_RNDN);
        mpfr_set_d(r24687, y, MPFR_RNDN);
        mpfr_mul(r24688, r24687, r24684, MPFR_RNDN);
        mpfr_sub(r24689, r24686, r24688, MPFR_RNDN);
        return mpfr_get_d(r24689, MPFR_RNDN);
}