#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 r24134 = 1;
        float r24135 = x;
        float r24136 = exp(r24135);
        float r24137 = r24134 + r24136;
        float r24138 = log(r24137);
        float r24139 = y;
        float r24140 = r24135 * r24139;
        float r24141 = r24138 - r24140;
        return r24141;
}

double f_id(double x, double y) {
        double r24142 = 1;
        double r24143 = x;
        double r24144 = exp(r24143);
        double r24145 = r24142 + r24144;
        double r24146 = log(r24145);
        double r24147 = y;
        double r24148 = r24143 * r24147;
        double r24149 = r24146 - r24148;
        return r24149;
}


double f_of(float x, float y) {
        float r24150 = x;
        float r24151 = exp(r24150);
        float r24152 = log1p(r24151);
        float r24153 = y;
        float r24154 = r24153 * r24150;
        float r24155 = r24152 - r24154;
        return r24155;
}

double f_od(double x, double y) {
        double r24156 = x;
        double r24157 = exp(r24156);
        double r24158 = log1p(r24157);
        double r24159 = y;
        double r24160 = r24159 * r24156;
        double r24161 = r24158 - r24160;
        return r24161;
}

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 r24162, r24163, r24164, r24165, r24166, r24167, r24168, r24169;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r24162, "1", 10, MPFR_RNDN);
        mpfr_init(r24163);
        mpfr_init(r24164);
        mpfr_init(r24165);
        mpfr_init(r24166);
        mpfr_init(r24167);
        mpfr_init(r24168);
        mpfr_init(r24169);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24163, x, MPFR_RNDN);
        mpfr_exp(r24164, r24163, MPFR_RNDN);
        mpfr_add(r24165, r24162, r24164, MPFR_RNDN);
        mpfr_log(r24166, r24165, MPFR_RNDN);
        mpfr_set_d(r24167, y, MPFR_RNDN);
        mpfr_mul(r24168, r24163, r24167, MPFR_RNDN);
        mpfr_sub(r24169, r24166, r24168, MPFR_RNDN);
        return mpfr_get_d(r24169, MPFR_RNDN);
}

static mpfr_t r24170, r24171, r24172, r24173, r24174, r24175;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(912);
        mpfr_init(r24170);
        mpfr_init(r24171);
        mpfr_init(r24172);
        mpfr_init(r24173);
        mpfr_init(r24174);
        mpfr_init(r24175);
}

double f_fm(double x, double y) {
        mpfr_set_d(r24170, x, MPFR_RNDN);
        mpfr_exp(r24171, r24170, MPFR_RNDN);
        mpfr_log1p(r24172, r24171, MPFR_RNDN);
        mpfr_set_d(r24173, y, MPFR_RNDN);
        mpfr_mul(r24174, r24173, r24170, MPFR_RNDN);
        mpfr_sub(r24175, r24172, r24174, MPFR_RNDN);
        return mpfr_get_d(r24175, MPFR_RNDN);
}

static mpfr_t r24176, r24177, r24178, r24179, r24180, r24181;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(912);
        mpfr_init(r24176);
        mpfr_init(r24177);
        mpfr_init(r24178);
        mpfr_init(r24179);
        mpfr_init(r24180);
        mpfr_init(r24181);
}

double f_dm(double x, double y) {
        mpfr_set_d(r24176, x, MPFR_RNDN);
        mpfr_exp(r24177, r24176, MPFR_RNDN);
        mpfr_log1p(r24178, r24177, MPFR_RNDN);
        mpfr_set_d(r24179, y, MPFR_RNDN);
        mpfr_mul(r24180, r24179, r24176, MPFR_RNDN);
        mpfr_sub(r24181, r24178, r24180, MPFR_RNDN);
        return mpfr_get_d(r24181, MPFR_RNDN);
}