#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 r11167 = 1;
        float r11168 = x;
        float r11169 = exp(r11168);
        float r11170 = r11167 + r11169;
        float r11171 = log(r11170);
        float r11172 = y;
        float r11173 = r11168 * r11172;
        float r11174 = r11171 - r11173;
        return r11174;
}

double f_id(double x, double y) {
        double r11175 = 1;
        double r11176 = x;
        double r11177 = exp(r11176);
        double r11178 = r11175 + r11177;
        double r11179 = log(r11178);
        double r11180 = y;
        double r11181 = r11176 * r11180;
        double r11182 = r11179 - r11181;
        return r11182;
}


double f_of(float x, float y) {
        float r11183 = x;
        float r11184 = exp(r11183);
        float r11185 = log1p(r11184);
        float r11186 = y;
        float r11187 = r11186 * r11183;
        float r11188 = r11185 - r11187;
        return r11188;
}

double f_od(double x, double y) {
        double r11189 = x;
        double r11190 = exp(r11189);
        double r11191 = log1p(r11190);
        double r11192 = y;
        double r11193 = r11192 * r11189;
        double r11194 = r11191 - r11193;
        return r11194;
}

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 r11195, r11196, r11197, r11198, r11199, r11200, r11201, r11202;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r11195, "1", 10, MPFR_RNDN);
        mpfr_init(r11196);
        mpfr_init(r11197);
        mpfr_init(r11198);
        mpfr_init(r11199);
        mpfr_init(r11200);
        mpfr_init(r11201);
        mpfr_init(r11202);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r11196, x, MPFR_RNDN);
        mpfr_exp(r11197, r11196, MPFR_RNDN);
        mpfr_add(r11198, r11195, r11197, MPFR_RNDN);
        mpfr_log(r11199, r11198, MPFR_RNDN);
        mpfr_set_d(r11200, y, MPFR_RNDN);
        mpfr_mul(r11201, r11196, r11200, MPFR_RNDN);
        mpfr_sub(r11202, r11199, r11201, MPFR_RNDN);
        return mpfr_get_d(r11202, MPFR_RNDN);
}

static mpfr_t r11203, r11204, r11205, r11206, r11207, r11208;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(592);
        mpfr_init(r11203);
        mpfr_init(r11204);
        mpfr_init(r11205);
        mpfr_init(r11206);
        mpfr_init(r11207);
        mpfr_init(r11208);
}

double f_fm(double x, double y) {
        mpfr_set_d(r11203, x, MPFR_RNDN);
        mpfr_exp(r11204, r11203, MPFR_RNDN);
        mpfr_log1p(r11205, r11204, MPFR_RNDN);
        mpfr_set_d(r11206, y, MPFR_RNDN);
        mpfr_mul(r11207, r11206, r11203, MPFR_RNDN);
        mpfr_sub(r11208, r11205, r11207, MPFR_RNDN);
        return mpfr_get_d(r11208, MPFR_RNDN);
}

static mpfr_t r11209, r11210, r11211, r11212, r11213, r11214;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(592);
        mpfr_init(r11209);
        mpfr_init(r11210);
        mpfr_init(r11211);
        mpfr_init(r11212);
        mpfr_init(r11213);
        mpfr_init(r11214);
}

double f_dm(double x, double y) {
        mpfr_set_d(r11209, x, MPFR_RNDN);
        mpfr_exp(r11210, r11209, MPFR_RNDN);
        mpfr_log1p(r11211, r11210, MPFR_RNDN);
        mpfr_set_d(r11212, y, MPFR_RNDN);
        mpfr_mul(r11213, r11212, r11209, MPFR_RNDN);
        mpfr_sub(r11214, r11211, r11213, MPFR_RNDN);
        return mpfr_get_d(r11214, MPFR_RNDN);
}