#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 r21400 = 1;
        float r21401 = x;
        float r21402 = exp(r21401);
        float r21403 = r21400 + r21402;
        float r21404 = log(r21403);
        float r21405 = y;
        float r21406 = r21401 * r21405;
        float r21407 = r21404 - r21406;
        return r21407;
}

double f_id(double x, double y) {
        double r21408 = 1;
        double r21409 = x;
        double r21410 = exp(r21409);
        double r21411 = r21408 + r21410;
        double r21412 = log(r21411);
        double r21413 = y;
        double r21414 = r21409 * r21413;
        double r21415 = r21412 - r21414;
        return r21415;
}


double f_of(float x, float y) {
        float r21416 = 1;
        float r21417 = x;
        float r21418 = exp(r21417);
        float r21419 = r21416 + r21418;
        float r21420 = cbrt(r21419);
        float r21421 = r21420 * r21420;
        float r21422 = log(r21421);
        float r21423 = log(r21420);
        float r21424 = r21422 + r21423;
        float r21425 = y;
        float r21426 = r21417 * r21425;
        float r21427 = r21424 - r21426;
        return r21427;
}

double f_od(double x, double y) {
        double r21428 = 1;
        double r21429 = x;
        double r21430 = exp(r21429);
        double r21431 = r21428 + r21430;
        double r21432 = cbrt(r21431);
        double r21433 = r21432 * r21432;
        double r21434 = log(r21433);
        double r21435 = log(r21432);
        double r21436 = r21434 + r21435;
        double r21437 = y;
        double r21438 = r21429 * r21437;
        double r21439 = r21436 - r21438;
        return r21439;
}

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 r21440, r21441, r21442, r21443, r21444, r21445, r21446, r21447;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r21440, "1", 10, MPFR_RNDN);
        mpfr_init(r21441);
        mpfr_init(r21442);
        mpfr_init(r21443);
        mpfr_init(r21444);
        mpfr_init(r21445);
        mpfr_init(r21446);
        mpfr_init(r21447);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r21441, x, MPFR_RNDN);
        mpfr_exp(r21442, r21441, MPFR_RNDN);
        mpfr_add(r21443, r21440, r21442, MPFR_RNDN);
        mpfr_log(r21444, r21443, MPFR_RNDN);
        mpfr_set_d(r21445, y, MPFR_RNDN);
        mpfr_mul(r21446, r21441, r21445, MPFR_RNDN);
        mpfr_sub(r21447, r21444, r21446, MPFR_RNDN);
        return mpfr_get_d(r21447, MPFR_RNDN);
}

static mpfr_t r21448, r21449, r21450, r21451, r21452, r21453, r21454, r21455, r21456, r21457, r21458, r21459;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r21448, "1", 10, MPFR_RNDN);
        mpfr_init(r21449);
        mpfr_init(r21450);
        mpfr_init(r21451);
        mpfr_init(r21452);
        mpfr_init(r21453);
        mpfr_init(r21454);
        mpfr_init(r21455);
        mpfr_init(r21456);
        mpfr_init(r21457);
        mpfr_init(r21458);
        mpfr_init(r21459);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r21449, x, MPFR_RNDN);
        mpfr_exp(r21450, r21449, MPFR_RNDN);
        mpfr_add(r21451, r21448, r21450, MPFR_RNDN);
        mpfr_cbrt(r21452, r21451, MPFR_RNDN);
        mpfr_mul(r21453, r21452, r21452, MPFR_RNDN);
        mpfr_log(r21454, r21453, MPFR_RNDN);
        mpfr_log(r21455, r21452, MPFR_RNDN);
        mpfr_add(r21456, r21454, r21455, MPFR_RNDN);
        mpfr_set_d(r21457, y, MPFR_RNDN);
        mpfr_mul(r21458, r21449, r21457, MPFR_RNDN);
        mpfr_sub(r21459, r21456, r21458, MPFR_RNDN);
        return mpfr_get_d(r21459, MPFR_RNDN);
}

static mpfr_t r21460, r21461, r21462, r21463, r21464, r21465, r21466, r21467, r21468, r21469, r21470, r21471;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r21460, "1", 10, MPFR_RNDN);
        mpfr_init(r21461);
        mpfr_init(r21462);
        mpfr_init(r21463);
        mpfr_init(r21464);
        mpfr_init(r21465);
        mpfr_init(r21466);
        mpfr_init(r21467);
        mpfr_init(r21468);
        mpfr_init(r21469);
        mpfr_init(r21470);
        mpfr_init(r21471);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r21461, x, MPFR_RNDN);
        mpfr_exp(r21462, r21461, MPFR_RNDN);
        mpfr_add(r21463, r21460, r21462, MPFR_RNDN);
        mpfr_cbrt(r21464, r21463, MPFR_RNDN);
        mpfr_mul(r21465, r21464, r21464, MPFR_RNDN);
        mpfr_log(r21466, r21465, MPFR_RNDN);
        mpfr_log(r21467, r21464, MPFR_RNDN);
        mpfr_add(r21468, r21466, r21467, MPFR_RNDN);
        mpfr_set_d(r21469, y, MPFR_RNDN);
        mpfr_mul(r21470, r21461, r21469, MPFR_RNDN);
        mpfr_sub(r21471, r21468, r21470, MPFR_RNDN);
        return mpfr_get_d(r21471, MPFR_RNDN);
}