#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 r24119 = 1;
        float r24120 = x;
        float r24121 = exp(r24120);
        float r24122 = r24119 + r24121;
        float r24123 = log(r24122);
        float r24124 = y;
        float r24125 = r24120 * r24124;
        float r24126 = r24123 - r24125;
        return r24126;
}

double f_id(double x, double y) {
        double r24127 = 1;
        double r24128 = x;
        double r24129 = exp(r24128);
        double r24130 = r24127 + r24129;
        double r24131 = log(r24130);
        double r24132 = y;
        double r24133 = r24128 * r24132;
        double r24134 = r24131 - r24133;
        return r24134;
}


double f_of(float x, float y) {
        float r24135 = x;
        float r24136 = exp(r24135);
        float r24137 = log1p(r24136);
        float r24138 = y;
        float r24139 = r24138 * r24135;
        float r24140 = r24137 - r24139;
        return r24140;
}

double f_od(double x, double y) {
        double r24141 = x;
        double r24142 = exp(r24141);
        double r24143 = log1p(r24142);
        double r24144 = y;
        double r24145 = r24144 * r24141;
        double r24146 = r24143 - r24145;
        return r24146;
}

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 r24147, r24148, r24149, r24150, r24151, r24152, r24153, r24154;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r24147, "1", 10, MPFR_RNDN);
        mpfr_init(r24148);
        mpfr_init(r24149);
        mpfr_init(r24150);
        mpfr_init(r24151);
        mpfr_init(r24152);
        mpfr_init(r24153);
        mpfr_init(r24154);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24148, x, MPFR_RNDN);
        mpfr_exp(r24149, r24148, MPFR_RNDN);
        mpfr_add(r24150, r24147, r24149, MPFR_RNDN);
        mpfr_log(r24151, r24150, MPFR_RNDN);
        mpfr_set_d(r24152, y, MPFR_RNDN);
        mpfr_mul(r24153, r24148, r24152, MPFR_RNDN);
        mpfr_sub(r24154, r24151, r24153, MPFR_RNDN);
        return mpfr_get_d(r24154, MPFR_RNDN);
}

static mpfr_t r24155, r24156, r24157, r24158, r24159, r24160;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(656);
        mpfr_init(r24155);
        mpfr_init(r24156);
        mpfr_init(r24157);
        mpfr_init(r24158);
        mpfr_init(r24159);
        mpfr_init(r24160);
}

double f_fm(double x, double y) {
        mpfr_set_d(r24155, x, MPFR_RNDN);
        mpfr_exp(r24156, r24155, MPFR_RNDN);
        mpfr_log1p(r24157, r24156, MPFR_RNDN);
        mpfr_set_d(r24158, y, MPFR_RNDN);
        mpfr_mul(r24159, r24158, r24155, MPFR_RNDN);
        mpfr_sub(r24160, r24157, r24159, MPFR_RNDN);
        return mpfr_get_d(r24160, MPFR_RNDN);
}

static mpfr_t r24161, r24162, r24163, r24164, r24165, r24166;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(656);
        mpfr_init(r24161);
        mpfr_init(r24162);
        mpfr_init(r24163);
        mpfr_init(r24164);
        mpfr_init(r24165);
        mpfr_init(r24166);
}

double f_dm(double x, double y) {
        mpfr_set_d(r24161, x, MPFR_RNDN);
        mpfr_exp(r24162, r24161, MPFR_RNDN);
        mpfr_log1p(r24163, r24162, MPFR_RNDN);
        mpfr_set_d(r24164, y, MPFR_RNDN);
        mpfr_mul(r24165, r24164, r24161, MPFR_RNDN);
        mpfr_sub(r24166, r24163, r24165, MPFR_RNDN);
        return mpfr_get_d(r24166, MPFR_RNDN);
}