#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 r27418 = 1;
        float r27419 = x;
        float r27420 = exp(r27419);
        float r27421 = r27418 + r27420;
        float r27422 = log(r27421);
        float r27423 = y;
        float r27424 = r27419 * r27423;
        float r27425 = r27422 - r27424;
        return r27425;
}

double f_id(double x, double y) {
        double r27426 = 1;
        double r27427 = x;
        double r27428 = exp(r27427);
        double r27429 = r27426 + r27428;
        double r27430 = log(r27429);
        double r27431 = y;
        double r27432 = r27427 * r27431;
        double r27433 = r27430 - r27432;
        return r27433;
}


double f_of(float x, float y) {
        float r27434 = x;
        float r27435 = exp(r27434);
        float r27436 = log1p(r27435);
        float r27437 = y;
        float r27438 = r27437 * r27434;
        float r27439 = r27436 - r27438;
        return r27439;
}

double f_od(double x, double y) {
        double r27440 = x;
        double r27441 = exp(r27440);
        double r27442 = log1p(r27441);
        double r27443 = y;
        double r27444 = r27443 * r27440;
        double r27445 = r27442 - r27444;
        return r27445;
}

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 r27446, r27447, r27448, r27449, r27450, r27451, r27452, r27453;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r27446, "1", 10, MPFR_RNDN);
        mpfr_init(r27447);
        mpfr_init(r27448);
        mpfr_init(r27449);
        mpfr_init(r27450);
        mpfr_init(r27451);
        mpfr_init(r27452);
        mpfr_init(r27453);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r27447, x, MPFR_RNDN);
        mpfr_exp(r27448, r27447, MPFR_RNDN);
        mpfr_add(r27449, r27446, r27448, MPFR_RNDN);
        mpfr_log(r27450, r27449, MPFR_RNDN);
        mpfr_set_d(r27451, y, MPFR_RNDN);
        mpfr_mul(r27452, r27447, r27451, MPFR_RNDN);
        mpfr_sub(r27453, r27450, r27452, MPFR_RNDN);
        return mpfr_get_d(r27453, MPFR_RNDN);
}

static mpfr_t r27454, r27455, r27456, r27457, r27458, r27459;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(592);
        mpfr_init(r27454);
        mpfr_init(r27455);
        mpfr_init(r27456);
        mpfr_init(r27457);
        mpfr_init(r27458);
        mpfr_init(r27459);
}

double f_fm(double x, double y) {
        mpfr_set_d(r27454, x, MPFR_RNDN);
        mpfr_exp(r27455, r27454, MPFR_RNDN);
        mpfr_log1p(r27456, r27455, MPFR_RNDN);
        mpfr_set_d(r27457, y, MPFR_RNDN);
        mpfr_mul(r27458, r27457, r27454, MPFR_RNDN);
        mpfr_sub(r27459, r27456, r27458, MPFR_RNDN);
        return mpfr_get_d(r27459, MPFR_RNDN);
}

static mpfr_t r27460, r27461, r27462, r27463, r27464, r27465;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(592);
        mpfr_init(r27460);
        mpfr_init(r27461);
        mpfr_init(r27462);
        mpfr_init(r27463);
        mpfr_init(r27464);
        mpfr_init(r27465);
}

double f_dm(double x, double y) {
        mpfr_set_d(r27460, x, MPFR_RNDN);
        mpfr_exp(r27461, r27460, MPFR_RNDN);
        mpfr_log1p(r27462, r27461, MPFR_RNDN);
        mpfr_set_d(r27463, y, MPFR_RNDN);
        mpfr_mul(r27464, r27463, r27460, MPFR_RNDN);
        mpfr_sub(r27465, r27462, r27464, MPFR_RNDN);
        return mpfr_get_d(r27465, MPFR_RNDN);
}