#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 r24110 = 1;
        float r24111 = x;
        float r24112 = exp(r24111);
        float r24113 = r24110 + r24112;
        float r24114 = log(r24113);
        float r24115 = y;
        float r24116 = r24111 * r24115;
        float r24117 = r24114 - r24116;
        return r24117;
}

double f_id(double x, double y) {
        double r24118 = 1;
        double r24119 = x;
        double r24120 = exp(r24119);
        double r24121 = r24118 + r24120;
        double r24122 = log(r24121);
        double r24123 = y;
        double r24124 = r24119 * r24123;
        double r24125 = r24122 - r24124;
        return r24125;
}


double f_of(float x, float y) {
        float r24126 = x;
        float r24127 = exp(r24126);
        float r24128 = log1p(r24127);
        float r24129 = y;
        float r24130 = r24129 * r24126;
        float r24131 = r24128 - r24130;
        return r24131;
}

double f_od(double x, double y) {
        double r24132 = x;
        double r24133 = exp(r24132);
        double r24134 = log1p(r24133);
        double r24135 = y;
        double r24136 = r24135 * r24132;
        double r24137 = r24134 - r24136;
        return r24137;
}

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 r24138, r24139, r24140, r24141, r24142, r24143, r24144, r24145;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r24138, "1", 10, MPFR_RNDN);
        mpfr_init(r24139);
        mpfr_init(r24140);
        mpfr_init(r24141);
        mpfr_init(r24142);
        mpfr_init(r24143);
        mpfr_init(r24144);
        mpfr_init(r24145);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24139, x, MPFR_RNDN);
        mpfr_exp(r24140, r24139, MPFR_RNDN);
        mpfr_add(r24141, r24138, r24140, MPFR_RNDN);
        mpfr_log(r24142, r24141, MPFR_RNDN);
        mpfr_set_d(r24143, y, MPFR_RNDN);
        mpfr_mul(r24144, r24139, r24143, MPFR_RNDN);
        mpfr_sub(r24145, r24142, r24144, MPFR_RNDN);
        return mpfr_get_d(r24145, MPFR_RNDN);
}

static mpfr_t r24146, r24147, r24148, r24149, r24150, r24151;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(656);
        mpfr_init(r24146);
        mpfr_init(r24147);
        mpfr_init(r24148);
        mpfr_init(r24149);
        mpfr_init(r24150);
        mpfr_init(r24151);
}

double f_fm(double x, double y) {
        mpfr_set_d(r24146, x, MPFR_RNDN);
        mpfr_exp(r24147, r24146, MPFR_RNDN);
        mpfr_log1p(r24148, r24147, MPFR_RNDN);
        mpfr_set_d(r24149, y, MPFR_RNDN);
        mpfr_mul(r24150, r24149, r24146, MPFR_RNDN);
        mpfr_sub(r24151, r24148, r24150, MPFR_RNDN);
        return mpfr_get_d(r24151, MPFR_RNDN);
}

static mpfr_t r24152, r24153, r24154, r24155, r24156, r24157;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(656);
        mpfr_init(r24152);
        mpfr_init(r24153);
        mpfr_init(r24154);
        mpfr_init(r24155);
        mpfr_init(r24156);
        mpfr_init(r24157);
}

double f_dm(double x, double y) {
        mpfr_set_d(r24152, x, MPFR_RNDN);
        mpfr_exp(r24153, r24152, MPFR_RNDN);
        mpfr_log1p(r24154, r24153, MPFR_RNDN);
        mpfr_set_d(r24155, y, MPFR_RNDN);
        mpfr_mul(r24156, r24155, r24152, MPFR_RNDN);
        mpfr_sub(r24157, r24154, r24156, MPFR_RNDN);
        return mpfr_get_d(r24157, MPFR_RNDN);
}