#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 r24314 = 1;
        float r24315 = x;
        float r24316 = exp(r24315);
        float r24317 = r24314 + r24316;
        float r24318 = log(r24317);
        float r24319 = y;
        float r24320 = r24315 * r24319;
        float r24321 = r24318 - r24320;
        return r24321;
}

double f_id(double x, double y) {
        double r24322 = 1;
        double r24323 = x;
        double r24324 = exp(r24323);
        double r24325 = r24322 + r24324;
        double r24326 = log(r24325);
        double r24327 = y;
        double r24328 = r24323 * r24327;
        double r24329 = r24326 - r24328;
        return r24329;
}


double f_of(float x, float y) {
        float r24330 = 1;
        float r24331 = x;
        float r24332 = exp(r24331);
        float r24333 = r24330 + r24332;
        float r24334 = log(r24333);
        float r24335 = y;
        float r24336 = r24331 * r24335;
        float r24337 = r24334 - r24336;
        return r24337;
}

double f_od(double x, double y) {
        double r24338 = 1;
        double r24339 = x;
        double r24340 = exp(r24339);
        double r24341 = r24338 + r24340;
        double r24342 = log(r24341);
        double r24343 = y;
        double r24344 = r24339 * r24343;
        double r24345 = r24342 - r24344;
        return r24345;
}

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 r24346, r24347, r24348, r24349, r24350, r24351, r24352, r24353;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r24346, "1", 10, MPFR_RNDN);
        mpfr_init(r24347);
        mpfr_init(r24348);
        mpfr_init(r24349);
        mpfr_init(r24350);
        mpfr_init(r24351);
        mpfr_init(r24352);
        mpfr_init(r24353);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24347, x, MPFR_RNDN);
        mpfr_exp(r24348, r24347, MPFR_RNDN);
        mpfr_add(r24349, r24346, r24348, MPFR_RNDN);
        mpfr_log(r24350, r24349, MPFR_RNDN);
        mpfr_set_d(r24351, y, MPFR_RNDN);
        mpfr_mul(r24352, r24347, r24351, MPFR_RNDN);
        mpfr_sub(r24353, r24350, r24352, MPFR_RNDN);
        return mpfr_get_d(r24353, MPFR_RNDN);
}

static mpfr_t r24354, r24355, r24356, r24357, r24358, r24359, r24360, r24361;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r24354, "1", 10, MPFR_RNDN);
        mpfr_init(r24355);
        mpfr_init(r24356);
        mpfr_init(r24357);
        mpfr_init(r24358);
        mpfr_init(r24359);
        mpfr_init(r24360);
        mpfr_init(r24361);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r24355, x, MPFR_RNDN);
        mpfr_exp(r24356, r24355, MPFR_RNDN);
        mpfr_add(r24357, r24354, r24356, MPFR_RNDN);
        mpfr_log(r24358, r24357, MPFR_RNDN);
        mpfr_set_d(r24359, y, MPFR_RNDN);
        mpfr_mul(r24360, r24355, r24359, MPFR_RNDN);
        mpfr_sub(r24361, r24358, r24360, MPFR_RNDN);
        return mpfr_get_d(r24361, MPFR_RNDN);
}

static mpfr_t r24362, r24363, r24364, r24365, r24366, r24367, r24368, r24369;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r24362, "1", 10, MPFR_RNDN);
        mpfr_init(r24363);
        mpfr_init(r24364);
        mpfr_init(r24365);
        mpfr_init(r24366);
        mpfr_init(r24367);
        mpfr_init(r24368);
        mpfr_init(r24369);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r24363, x, MPFR_RNDN);
        mpfr_exp(r24364, r24363, MPFR_RNDN);
        mpfr_add(r24365, r24362, r24364, MPFR_RNDN);
        mpfr_log(r24366, r24365, MPFR_RNDN);
        mpfr_set_d(r24367, y, MPFR_RNDN);
        mpfr_mul(r24368, r24363, r24367, MPFR_RNDN);
        mpfr_sub(r24369, r24366, r24368, MPFR_RNDN);
        return mpfr_get_d(r24369, MPFR_RNDN);
}