#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 r21461 = 1;
        float r21462 = x;
        float r21463 = exp(r21462);
        float r21464 = r21461 + r21463;
        float r21465 = log(r21464);
        float r21466 = y;
        float r21467 = r21462 * r21466;
        float r21468 = r21465 - r21467;
        return r21468;
}

double f_id(double x, double y) {
        double r21469 = 1;
        double r21470 = x;
        double r21471 = exp(r21470);
        double r21472 = r21469 + r21471;
        double r21473 = log(r21472);
        double r21474 = y;
        double r21475 = r21470 * r21474;
        double r21476 = r21473 - r21475;
        return r21476;
}


double f_of(float x, float y) {
        float r21477 = 1;
        float r21478 = x;
        float r21479 = exp(r21478);
        float r21480 = r21477 + r21479;
        float r21481 = log(r21480);
        float r21482 = sqrt(r21481);
        float r21483 = r21482 * r21482;
        float r21484 = y;
        float r21485 = r21478 * r21484;
        float r21486 = r21483 - r21485;
        return r21486;
}

double f_od(double x, double y) {
        double r21487 = 1;
        double r21488 = x;
        double r21489 = exp(r21488);
        double r21490 = r21487 + r21489;
        double r21491 = log(r21490);
        double r21492 = sqrt(r21491);
        double r21493 = r21492 * r21492;
        double r21494 = y;
        double r21495 = r21488 * r21494;
        double r21496 = r21493 - r21495;
        return r21496;
}

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 r21497, r21498, r21499, r21500, r21501, r21502, r21503, r21504;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r21497, "1", 10, MPFR_RNDN);
        mpfr_init(r21498);
        mpfr_init(r21499);
        mpfr_init(r21500);
        mpfr_init(r21501);
        mpfr_init(r21502);
        mpfr_init(r21503);
        mpfr_init(r21504);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r21498, x, MPFR_RNDN);
        mpfr_exp(r21499, r21498, MPFR_RNDN);
        mpfr_add(r21500, r21497, r21499, MPFR_RNDN);
        mpfr_log(r21501, r21500, MPFR_RNDN);
        mpfr_set_d(r21502, y, MPFR_RNDN);
        mpfr_mul(r21503, r21498, r21502, MPFR_RNDN);
        mpfr_sub(r21504, r21501, r21503, MPFR_RNDN);
        return mpfr_get_d(r21504, MPFR_RNDN);
}

static mpfr_t r21505, r21506, r21507, r21508, r21509, r21510, r21511, r21512, r21513, r21514;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r21505, "1", 10, MPFR_RNDN);
        mpfr_init(r21506);
        mpfr_init(r21507);
        mpfr_init(r21508);
        mpfr_init(r21509);
        mpfr_init(r21510);
        mpfr_init(r21511);
        mpfr_init(r21512);
        mpfr_init(r21513);
        mpfr_init(r21514);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r21506, x, MPFR_RNDN);
        mpfr_exp(r21507, r21506, MPFR_RNDN);
        mpfr_add(r21508, r21505, r21507, MPFR_RNDN);
        mpfr_log(r21509, r21508, MPFR_RNDN);
        mpfr_sqrt(r21510, r21509, MPFR_RNDN);
        mpfr_mul(r21511, r21510, r21510, MPFR_RNDN);
        mpfr_set_d(r21512, y, MPFR_RNDN);
        mpfr_mul(r21513, r21506, r21512, MPFR_RNDN);
        mpfr_sub(r21514, r21511, r21513, MPFR_RNDN);
        return mpfr_get_d(r21514, MPFR_RNDN);
}

static mpfr_t r21515, r21516, r21517, r21518, r21519, r21520, r21521, r21522, r21523, r21524;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r21515, "1", 10, MPFR_RNDN);
        mpfr_init(r21516);
        mpfr_init(r21517);
        mpfr_init(r21518);
        mpfr_init(r21519);
        mpfr_init(r21520);
        mpfr_init(r21521);
        mpfr_init(r21522);
        mpfr_init(r21523);
        mpfr_init(r21524);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r21516, x, MPFR_RNDN);
        mpfr_exp(r21517, r21516, MPFR_RNDN);
        mpfr_add(r21518, r21515, r21517, MPFR_RNDN);
        mpfr_log(r21519, r21518, MPFR_RNDN);
        mpfr_sqrt(r21520, r21519, MPFR_RNDN);
        mpfr_mul(r21521, r21520, r21520, MPFR_RNDN);
        mpfr_set_d(r21522, y, MPFR_RNDN);
        mpfr_mul(r21523, r21516, r21522, MPFR_RNDN);
        mpfr_sub(r21524, r21521, r21523, MPFR_RNDN);
        return mpfr_get_d(r21524, MPFR_RNDN);
}