#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 r11164 = 1;
        float r11165 = x;
        float r11166 = exp(r11165);
        float r11167 = r11164 + r11166;
        float r11168 = log(r11167);
        float r11169 = y;
        float r11170 = r11165 * r11169;
        float r11171 = r11168 - r11170;
        return r11171;
}

double f_id(double x, double y) {
        double r11172 = 1;
        double r11173 = x;
        double r11174 = exp(r11173);
        double r11175 = r11172 + r11174;
        double r11176 = log(r11175);
        double r11177 = y;
        double r11178 = r11173 * r11177;
        double r11179 = r11176 - r11178;
        return r11179;
}


double f_of(float x, float y) {
        float r11180 = 1;
        float r11181 = x;
        float r11182 = exp(r11181);
        float r11183 = r11180 + r11182;
        float r11184 = log(r11183);
        float r11185 = y;
        float r11186 = r11181 * r11185;
        float r11187 = r11184 - r11186;
        return r11187;
}

double f_od(double x, double y) {
        double r11188 = 1;
        double r11189 = x;
        double r11190 = exp(r11189);
        double r11191 = r11188 + r11190;
        double r11192 = log(r11191);
        double r11193 = y;
        double r11194 = r11189 * r11193;
        double r11195 = r11192 - r11194;
        return r11195;
}

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 r11196, r11197, r11198, r11199, r11200, r11201, r11202, r11203;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r11196, "1", 10, MPFR_RNDN);
        mpfr_init(r11197);
        mpfr_init(r11198);
        mpfr_init(r11199);
        mpfr_init(r11200);
        mpfr_init(r11201);
        mpfr_init(r11202);
        mpfr_init(r11203);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r11197, x, MPFR_RNDN);
        mpfr_exp(r11198, r11197, MPFR_RNDN);
        mpfr_add(r11199, r11196, r11198, MPFR_RNDN);
        mpfr_log(r11200, r11199, MPFR_RNDN);
        mpfr_set_d(r11201, y, MPFR_RNDN);
        mpfr_mul(r11202, r11197, r11201, MPFR_RNDN);
        mpfr_sub(r11203, r11200, r11202, MPFR_RNDN);
        return mpfr_get_d(r11203, MPFR_RNDN);
}

static mpfr_t r11204, r11205, r11206, r11207, r11208, r11209, r11210, r11211;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r11204, "1", 10, MPFR_RNDN);
        mpfr_init(r11205);
        mpfr_init(r11206);
        mpfr_init(r11207);
        mpfr_init(r11208);
        mpfr_init(r11209);
        mpfr_init(r11210);
        mpfr_init(r11211);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r11205, x, MPFR_RNDN);
        mpfr_exp(r11206, r11205, MPFR_RNDN);
        mpfr_add(r11207, r11204, r11206, MPFR_RNDN);
        mpfr_log(r11208, r11207, MPFR_RNDN);
        mpfr_set_d(r11209, y, MPFR_RNDN);
        mpfr_mul(r11210, r11205, r11209, MPFR_RNDN);
        mpfr_sub(r11211, r11208, r11210, MPFR_RNDN);
        return mpfr_get_d(r11211, MPFR_RNDN);
}

static mpfr_t r11212, r11213, r11214, r11215, r11216, r11217, r11218, r11219;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r11212, "1", 10, MPFR_RNDN);
        mpfr_init(r11213);
        mpfr_init(r11214);
        mpfr_init(r11215);
        mpfr_init(r11216);
        mpfr_init(r11217);
        mpfr_init(r11218);
        mpfr_init(r11219);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r11213, x, MPFR_RNDN);
        mpfr_exp(r11214, r11213, MPFR_RNDN);
        mpfr_add(r11215, r11212, r11214, MPFR_RNDN);
        mpfr_log(r11216, r11215, MPFR_RNDN);
        mpfr_set_d(r11217, y, MPFR_RNDN);
        mpfr_mul(r11218, r11213, r11217, MPFR_RNDN);
        mpfr_sub(r11219, r11216, r11218, MPFR_RNDN);
        return mpfr_get_d(r11219, MPFR_RNDN);
}