#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 r24103 = 1;
        float r24104 = x;
        float r24105 = exp(r24104);
        float r24106 = r24103 + r24105;
        float r24107 = log(r24106);
        float r24108 = y;
        float r24109 = r24104 * r24108;
        float r24110 = r24107 - r24109;
        return r24110;
}

double f_id(double x, double y) {
        double r24111 = 1;
        double r24112 = x;
        double r24113 = exp(r24112);
        double r24114 = r24111 + r24113;
        double r24115 = log(r24114);
        double r24116 = y;
        double r24117 = r24112 * r24116;
        double r24118 = r24115 - r24117;
        return r24118;
}


double f_of(float x, float y) {
        float r24119 = 1;
        float r24120 = x;
        float r24121 = exp(r24120);
        float r24122 = 3;
        float r24123 = pow(r24121, r24122);
        float r24124 = r24119 + r24123;
        float r24125 = log(r24124);
        float r24126 = r24121 * r24121;
        float r24127 = r24119 - r24121;
        float r24128 = r24126 + r24127;
        float r24129 = log(r24128);
        float r24130 = r24125 - r24129;
        float r24131 = y;
        float r24132 = r24120 * r24131;
        float r24133 = r24130 - r24132;
        return r24133;
}

double f_od(double x, double y) {
        double r24134 = 1;
        double r24135 = x;
        double r24136 = exp(r24135);
        double r24137 = 3;
        double r24138 = pow(r24136, r24137);
        double r24139 = r24134 + r24138;
        double r24140 = log(r24139);
        double r24141 = r24136 * r24136;
        double r24142 = r24134 - r24136;
        double r24143 = r24141 + r24142;
        double r24144 = log(r24143);
        double r24145 = r24140 - r24144;
        double r24146 = y;
        double r24147 = r24135 * r24146;
        double r24148 = r24145 - r24147;
        return r24148;
}

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 r24149, r24150, r24151, r24152, r24153, r24154, r24155, r24156;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r24149, "1", 10, MPFR_RNDN);
        mpfr_init(r24150);
        mpfr_init(r24151);
        mpfr_init(r24152);
        mpfr_init(r24153);
        mpfr_init(r24154);
        mpfr_init(r24155);
        mpfr_init(r24156);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24150, x, MPFR_RNDN);
        mpfr_exp(r24151, r24150, MPFR_RNDN);
        mpfr_add(r24152, r24149, r24151, MPFR_RNDN);
        mpfr_log(r24153, r24152, MPFR_RNDN);
        mpfr_set_d(r24154, y, MPFR_RNDN);
        mpfr_mul(r24155, r24150, r24154, MPFR_RNDN);
        mpfr_sub(r24156, r24153, r24155, MPFR_RNDN);
        return mpfr_get_d(r24156, MPFR_RNDN);
}

static mpfr_t r24157, r24158, r24159, r24160, r24161, r24162, r24163, r24164, r24165, r24166, r24167, r24168, r24169, r24170, r24171;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r24157, "1", 10, MPFR_RNDN);
        mpfr_init(r24158);
        mpfr_init(r24159);
        mpfr_init_set_str(r24160, "3", 10, MPFR_RNDN);
        mpfr_init(r24161);
        mpfr_init(r24162);
        mpfr_init(r24163);
        mpfr_init(r24164);
        mpfr_init(r24165);
        mpfr_init(r24166);
        mpfr_init(r24167);
        mpfr_init(r24168);
        mpfr_init(r24169);
        mpfr_init(r24170);
        mpfr_init(r24171);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r24158, x, MPFR_RNDN);
        mpfr_exp(r24159, r24158, MPFR_RNDN);
        ;
        mpfr_pow(r24161, r24159, r24160, MPFR_RNDN);
        mpfr_add(r24162, r24157, r24161, MPFR_RNDN);
        mpfr_log(r24163, r24162, MPFR_RNDN);
        mpfr_mul(r24164, r24159, r24159, MPFR_RNDN);
        mpfr_sub(r24165, r24157, r24159, MPFR_RNDN);
        mpfr_add(r24166, r24164, r24165, MPFR_RNDN);
        mpfr_log(r24167, r24166, MPFR_RNDN);
        mpfr_sub(r24168, r24163, r24167, MPFR_RNDN);
        mpfr_set_d(r24169, y, MPFR_RNDN);
        mpfr_mul(r24170, r24158, r24169, MPFR_RNDN);
        mpfr_sub(r24171, r24168, r24170, MPFR_RNDN);
        return mpfr_get_d(r24171, MPFR_RNDN);
}

static mpfr_t r24172, r24173, r24174, r24175, r24176, r24177, r24178, r24179, r24180, r24181, r24182, r24183, r24184, r24185, r24186;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r24172, "1", 10, MPFR_RNDN);
        mpfr_init(r24173);
        mpfr_init(r24174);
        mpfr_init_set_str(r24175, "3", 10, MPFR_RNDN);
        mpfr_init(r24176);
        mpfr_init(r24177);
        mpfr_init(r24178);
        mpfr_init(r24179);
        mpfr_init(r24180);
        mpfr_init(r24181);
        mpfr_init(r24182);
        mpfr_init(r24183);
        mpfr_init(r24184);
        mpfr_init(r24185);
        mpfr_init(r24186);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r24173, x, MPFR_RNDN);
        mpfr_exp(r24174, r24173, MPFR_RNDN);
        ;
        mpfr_pow(r24176, r24174, r24175, MPFR_RNDN);
        mpfr_add(r24177, r24172, r24176, MPFR_RNDN);
        mpfr_log(r24178, r24177, MPFR_RNDN);
        mpfr_mul(r24179, r24174, r24174, MPFR_RNDN);
        mpfr_sub(r24180, r24172, r24174, MPFR_RNDN);
        mpfr_add(r24181, r24179, r24180, MPFR_RNDN);
        mpfr_log(r24182, r24181, MPFR_RNDN);
        mpfr_sub(r24183, r24178, r24182, MPFR_RNDN);
        mpfr_set_d(r24184, y, MPFR_RNDN);
        mpfr_mul(r24185, r24173, r24184, MPFR_RNDN);
        mpfr_sub(r24186, r24183, r24185, MPFR_RNDN);
        return mpfr_get_d(r24186, MPFR_RNDN);
}