#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 r24039 = 1;
        float r24040 = x;
        float r24041 = exp(r24040);
        float r24042 = r24039 + r24041;
        float r24043 = log(r24042);
        float r24044 = y;
        float r24045 = r24040 * r24044;
        float r24046 = r24043 - r24045;
        return r24046;
}

double f_id(double x, double y) {
        double r24047 = 1;
        double r24048 = x;
        double r24049 = exp(r24048);
        double r24050 = r24047 + r24049;
        double r24051 = log(r24050);
        double r24052 = y;
        double r24053 = r24048 * r24052;
        double r24054 = r24051 - r24053;
        return r24054;
}


double f_of(float x, float y) {
        float r24055 = 1;
        float r24056 = x;
        float r24057 = exp(r24056);
        float r24058 = r24055 + r24057;
        float r24059 = log(r24058);
        float r24060 = y;
        float r24061 = r24056 * r24060;
        float r24062 = r24059 - r24061;
        return r24062;
}

double f_od(double x, double y) {
        double r24063 = 1;
        double r24064 = x;
        double r24065 = exp(r24064);
        double r24066 = r24063 + r24065;
        double r24067 = log(r24066);
        double r24068 = y;
        double r24069 = r24064 * r24068;
        double r24070 = r24067 - r24069;
        return r24070;
}

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 r24071, r24072, r24073, r24074, r24075, r24076, r24077, r24078;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r24071, "1", 10, MPFR_RNDN);
        mpfr_init(r24072);
        mpfr_init(r24073);
        mpfr_init(r24074);
        mpfr_init(r24075);
        mpfr_init(r24076);
        mpfr_init(r24077);
        mpfr_init(r24078);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24072, x, MPFR_RNDN);
        mpfr_exp(r24073, r24072, MPFR_RNDN);
        mpfr_add(r24074, r24071, r24073, MPFR_RNDN);
        mpfr_log(r24075, r24074, MPFR_RNDN);
        mpfr_set_d(r24076, y, MPFR_RNDN);
        mpfr_mul(r24077, r24072, r24076, MPFR_RNDN);
        mpfr_sub(r24078, r24075, r24077, MPFR_RNDN);
        return mpfr_get_d(r24078, MPFR_RNDN);
}

static mpfr_t r24079, r24080, r24081, r24082, r24083, r24084, r24085, r24086;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r24079, "1", 10, MPFR_RNDN);
        mpfr_init(r24080);
        mpfr_init(r24081);
        mpfr_init(r24082);
        mpfr_init(r24083);
        mpfr_init(r24084);
        mpfr_init(r24085);
        mpfr_init(r24086);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r24080, x, MPFR_RNDN);
        mpfr_exp(r24081, r24080, MPFR_RNDN);
        mpfr_add(r24082, r24079, r24081, MPFR_RNDN);
        mpfr_log(r24083, r24082, MPFR_RNDN);
        mpfr_set_d(r24084, y, MPFR_RNDN);
        mpfr_mul(r24085, r24080, r24084, MPFR_RNDN);
        mpfr_sub(r24086, r24083, r24085, MPFR_RNDN);
        return mpfr_get_d(r24086, MPFR_RNDN);
}

static mpfr_t r24087, r24088, r24089, r24090, r24091, r24092, r24093, r24094;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r24087, "1", 10, MPFR_RNDN);
        mpfr_init(r24088);
        mpfr_init(r24089);
        mpfr_init(r24090);
        mpfr_init(r24091);
        mpfr_init(r24092);
        mpfr_init(r24093);
        mpfr_init(r24094);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r24088, x, MPFR_RNDN);
        mpfr_exp(r24089, r24088, MPFR_RNDN);
        mpfr_add(r24090, r24087, r24089, MPFR_RNDN);
        mpfr_log(r24091, r24090, MPFR_RNDN);
        mpfr_set_d(r24092, y, MPFR_RNDN);
        mpfr_mul(r24093, r24088, r24092, MPFR_RNDN);
        mpfr_sub(r24094, r24091, r24093, MPFR_RNDN);
        return mpfr_get_d(r24094, MPFR_RNDN);
}