#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 r24116 = 1;
        float r24117 = x;
        float r24118 = exp(r24117);
        float r24119 = r24116 + r24118;
        float r24120 = log(r24119);
        float r24121 = y;
        float r24122 = r24117 * r24121;
        float r24123 = r24120 - r24122;
        return r24123;
}

double f_id(double x, double y) {
        double r24124 = 1;
        double r24125 = x;
        double r24126 = exp(r24125);
        double r24127 = r24124 + r24126;
        double r24128 = log(r24127);
        double r24129 = y;
        double r24130 = r24125 * r24129;
        double r24131 = r24128 - r24130;
        return r24131;
}


double f_of(float x, float y) {
        float r24132 = 1;
        float r24133 = x;
        float r24134 = exp(r24133);
        float r24135 = r24132 + r24134;
        float r24136 = log(r24135);
        float r24137 = y;
        float r24138 = r24133 * r24137;
        float r24139 = r24136 - r24138;
        return r24139;
}

double f_od(double x, double y) {
        double r24140 = 1;
        double r24141 = x;
        double r24142 = exp(r24141);
        double r24143 = r24140 + r24142;
        double r24144 = log(r24143);
        double r24145 = y;
        double r24146 = r24141 * r24145;
        double r24147 = r24144 - r24146;
        return r24147;
}

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 r24148, r24149, r24150, r24151, r24152, r24153, r24154, r24155;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r24148, "1", 10, MPFR_RNDN);
        mpfr_init(r24149);
        mpfr_init(r24150);
        mpfr_init(r24151);
        mpfr_init(r24152);
        mpfr_init(r24153);
        mpfr_init(r24154);
        mpfr_init(r24155);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24149, x, MPFR_RNDN);
        mpfr_exp(r24150, r24149, MPFR_RNDN);
        mpfr_add(r24151, r24148, r24150, MPFR_RNDN);
        mpfr_log(r24152, r24151, MPFR_RNDN);
        mpfr_set_d(r24153, y, MPFR_RNDN);
        mpfr_mul(r24154, r24149, r24153, MPFR_RNDN);
        mpfr_sub(r24155, r24152, r24154, MPFR_RNDN);
        return mpfr_get_d(r24155, MPFR_RNDN);
}

static mpfr_t r24156, r24157, r24158, r24159, r24160, r24161, r24162, r24163;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r24156, "1", 10, MPFR_RNDN);
        mpfr_init(r24157);
        mpfr_init(r24158);
        mpfr_init(r24159);
        mpfr_init(r24160);
        mpfr_init(r24161);
        mpfr_init(r24162);
        mpfr_init(r24163);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r24157, x, MPFR_RNDN);
        mpfr_exp(r24158, r24157, MPFR_RNDN);
        mpfr_add(r24159, r24156, r24158, MPFR_RNDN);
        mpfr_log(r24160, r24159, MPFR_RNDN);
        mpfr_set_d(r24161, y, MPFR_RNDN);
        mpfr_mul(r24162, r24157, r24161, MPFR_RNDN);
        mpfr_sub(r24163, r24160, r24162, MPFR_RNDN);
        return mpfr_get_d(r24163, MPFR_RNDN);
}

static mpfr_t r24164, r24165, r24166, r24167, r24168, r24169, r24170, r24171;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r24164, "1", 10, MPFR_RNDN);
        mpfr_init(r24165);
        mpfr_init(r24166);
        mpfr_init(r24167);
        mpfr_init(r24168);
        mpfr_init(r24169);
        mpfr_init(r24170);
        mpfr_init(r24171);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r24165, x, MPFR_RNDN);
        mpfr_exp(r24166, r24165, MPFR_RNDN);
        mpfr_add(r24167, r24164, r24166, MPFR_RNDN);
        mpfr_log(r24168, r24167, MPFR_RNDN);
        mpfr_set_d(r24169, y, MPFR_RNDN);
        mpfr_mul(r24170, r24165, r24169, MPFR_RNDN);
        mpfr_sub(r24171, r24168, r24170, MPFR_RNDN);
        return mpfr_get_d(r24171, MPFR_RNDN);
}