#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 r24436 = 1;
        float r24437 = x;
        float r24438 = exp(r24437);
        float r24439 = r24436 + r24438;
        float r24440 = log(r24439);
        float r24441 = y;
        float r24442 = r24437 * r24441;
        float r24443 = r24440 - r24442;
        return r24443;
}

double f_id(double x, double y) {
        double r24444 = 1;
        double r24445 = x;
        double r24446 = exp(r24445);
        double r24447 = r24444 + r24446;
        double r24448 = log(r24447);
        double r24449 = y;
        double r24450 = r24445 * r24449;
        double r24451 = r24448 - r24450;
        return r24451;
}


double f_of(float x, float y) {
        float r24452 = x;
        float r24453 = exp(r24452);
        float r24454 = log1p(r24453);
        float r24455 = y;
        float r24456 = r24455 * r24452;
        float r24457 = r24454 - r24456;
        return r24457;
}

double f_od(double x, double y) {
        double r24458 = x;
        double r24459 = exp(r24458);
        double r24460 = log1p(r24459);
        double r24461 = y;
        double r24462 = r24461 * r24458;
        double r24463 = r24460 - r24462;
        return r24463;
}

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 r24464, r24465, r24466, r24467, r24468, r24469, r24470, r24471;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r24464, "1", 10, MPFR_RNDN);
        mpfr_init(r24465);
        mpfr_init(r24466);
        mpfr_init(r24467);
        mpfr_init(r24468);
        mpfr_init(r24469);
        mpfr_init(r24470);
        mpfr_init(r24471);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24465, x, MPFR_RNDN);
        mpfr_exp(r24466, r24465, MPFR_RNDN);
        mpfr_add(r24467, r24464, r24466, MPFR_RNDN);
        mpfr_log(r24468, r24467, MPFR_RNDN);
        mpfr_set_d(r24469, y, MPFR_RNDN);
        mpfr_mul(r24470, r24465, r24469, MPFR_RNDN);
        mpfr_sub(r24471, r24468, r24470, MPFR_RNDN);
        return mpfr_get_d(r24471, MPFR_RNDN);
}

static mpfr_t r24472, r24473, r24474, r24475, r24476, r24477;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(912);
        mpfr_init(r24472);
        mpfr_init(r24473);
        mpfr_init(r24474);
        mpfr_init(r24475);
        mpfr_init(r24476);
        mpfr_init(r24477);
}

double f_fm(double x, double y) {
        mpfr_set_d(r24472, x, MPFR_RNDN);
        mpfr_exp(r24473, r24472, MPFR_RNDN);
        mpfr_log1p(r24474, r24473, MPFR_RNDN);
        mpfr_set_d(r24475, y, MPFR_RNDN);
        mpfr_mul(r24476, r24475, r24472, MPFR_RNDN);
        mpfr_sub(r24477, r24474, r24476, MPFR_RNDN);
        return mpfr_get_d(r24477, MPFR_RNDN);
}

static mpfr_t r24478, r24479, r24480, r24481, r24482, r24483;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(912);
        mpfr_init(r24478);
        mpfr_init(r24479);
        mpfr_init(r24480);
        mpfr_init(r24481);
        mpfr_init(r24482);
        mpfr_init(r24483);
}

double f_dm(double x, double y) {
        mpfr_set_d(r24478, x, MPFR_RNDN);
        mpfr_exp(r24479, r24478, MPFR_RNDN);
        mpfr_log1p(r24480, r24479, MPFR_RNDN);
        mpfr_set_d(r24481, y, MPFR_RNDN);
        mpfr_mul(r24482, r24481, r24478, MPFR_RNDN);
        mpfr_sub(r24483, r24480, r24482, MPFR_RNDN);
        return mpfr_get_d(r24483, MPFR_RNDN);
}