#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 r21468 = 1;
        float r21469 = x;
        float r21470 = exp(r21469);
        float r21471 = r21468 + r21470;
        float r21472 = log(r21471);
        float r21473 = y;
        float r21474 = r21469 * r21473;
        float r21475 = r21472 - r21474;
        return r21475;
}

double f_id(double x, double y) {
        double r21476 = 1;
        double r21477 = x;
        double r21478 = exp(r21477);
        double r21479 = r21476 + r21478;
        double r21480 = log(r21479);
        double r21481 = y;
        double r21482 = r21477 * r21481;
        double r21483 = r21480 - r21482;
        return r21483;
}


double f_of(float x, float y) {
        float r21484 = 1;
        float r21485 = x;
        float r21486 = exp(r21485);
        float r21487 = r21484 + r21486;
        float r21488 = log(r21487);
        float r21489 = y;
        float r21490 = r21485 * r21489;
        float r21491 = r21488 - r21490;
        return r21491;
}

double f_od(double x, double y) {
        double r21492 = 1;
        double r21493 = x;
        double r21494 = exp(r21493);
        double r21495 = r21492 + r21494;
        double r21496 = log(r21495);
        double r21497 = y;
        double r21498 = r21493 * r21497;
        double r21499 = r21496 - r21498;
        return r21499;
}

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 r21500, r21501, r21502, r21503, r21504, r21505, r21506, r21507;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(1168);
        mpfr_init_set_str(r21500, "1", 10, MPFR_RNDN);
        mpfr_init(r21501);
        mpfr_init(r21502);
        mpfr_init(r21503);
        mpfr_init(r21504);
        mpfr_init(r21505);
        mpfr_init(r21506);
        mpfr_init(r21507);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r21501, x, MPFR_RNDN);
        mpfr_exp(r21502, r21501, MPFR_RNDN);
        mpfr_add(r21503, r21500, r21502, MPFR_RNDN);
        mpfr_log(r21504, r21503, MPFR_RNDN);
        mpfr_set_d(r21505, y, MPFR_RNDN);
        mpfr_mul(r21506, r21501, r21505, MPFR_RNDN);
        mpfr_sub(r21507, r21504, r21506, MPFR_RNDN);
        return mpfr_get_d(r21507, MPFR_RNDN);
}

static mpfr_t r21508, r21509, r21510, r21511, r21512, r21513, r21514, r21515;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(1168);
        mpfr_init_set_str(r21508, "1", 10, MPFR_RNDN);
        mpfr_init(r21509);
        mpfr_init(r21510);
        mpfr_init(r21511);
        mpfr_init(r21512);
        mpfr_init(r21513);
        mpfr_init(r21514);
        mpfr_init(r21515);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r21509, x, MPFR_RNDN);
        mpfr_exp(r21510, r21509, MPFR_RNDN);
        mpfr_add(r21511, r21508, r21510, MPFR_RNDN);
        mpfr_log(r21512, r21511, MPFR_RNDN);
        mpfr_set_d(r21513, y, MPFR_RNDN);
        mpfr_mul(r21514, r21509, r21513, MPFR_RNDN);
        mpfr_sub(r21515, r21512, r21514, MPFR_RNDN);
        return mpfr_get_d(r21515, MPFR_RNDN);
}

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

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(1168);
        mpfr_init_set_str(r21516, "1", 10, MPFR_RNDN);
        mpfr_init(r21517);
        mpfr_init(r21518);
        mpfr_init(r21519);
        mpfr_init(r21520);
        mpfr_init(r21521);
        mpfr_init(r21522);
        mpfr_init(r21523);
}

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