#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 r27243 = 1;
        float r27244 = x;
        float r27245 = exp(r27244);
        float r27246 = r27243 + r27245;
        float r27247 = log(r27246);
        float r27248 = y;
        float r27249 = r27244 * r27248;
        float r27250 = r27247 - r27249;
        return r27250;
}

double f_id(double x, double y) {
        double r27251 = 1;
        double r27252 = x;
        double r27253 = exp(r27252);
        double r27254 = r27251 + r27253;
        double r27255 = log(r27254);
        double r27256 = y;
        double r27257 = r27252 * r27256;
        double r27258 = r27255 - r27257;
        return r27258;
}


double f_of(float x, float y) {
        float r27259 = 1;
        float r27260 = x;
        float r27261 = exp(r27260);
        float r27262 = r27259 + r27261;
        float r27263 = sqrt(r27262);
        float r27264 = log(r27263);
        float r27265 = y;
        float r27266 = r27260 * r27265;
        float r27267 = r27264 - r27266;
        float r27268 = r27264 + r27267;
        return r27268;
}

double f_od(double x, double y) {
        double r27269 = 1;
        double r27270 = x;
        double r27271 = exp(r27270);
        double r27272 = r27269 + r27271;
        double r27273 = sqrt(r27272);
        double r27274 = log(r27273);
        double r27275 = y;
        double r27276 = r27270 * r27275;
        double r27277 = r27274 - r27276;
        double r27278 = r27274 + r27277;
        return r27278;
}

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 r27279, r27280, r27281, r27282, r27283, r27284, r27285, r27286;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(848);
        mpfr_init_set_str(r27279, "1", 10, MPFR_RNDN);
        mpfr_init(r27280);
        mpfr_init(r27281);
        mpfr_init(r27282);
        mpfr_init(r27283);
        mpfr_init(r27284);
        mpfr_init(r27285);
        mpfr_init(r27286);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r27280, x, MPFR_RNDN);
        mpfr_exp(r27281, r27280, MPFR_RNDN);
        mpfr_add(r27282, r27279, r27281, MPFR_RNDN);
        mpfr_log(r27283, r27282, MPFR_RNDN);
        mpfr_set_d(r27284, y, MPFR_RNDN);
        mpfr_mul(r27285, r27280, r27284, MPFR_RNDN);
        mpfr_sub(r27286, r27283, r27285, MPFR_RNDN);
        return mpfr_get_d(r27286, MPFR_RNDN);
}

static mpfr_t r27287, r27288, r27289, r27290, r27291, r27292, r27293, r27294, r27295, r27296;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(848);
        mpfr_init_set_str(r27287, "1", 10, MPFR_RNDN);
        mpfr_init(r27288);
        mpfr_init(r27289);
        mpfr_init(r27290);
        mpfr_init(r27291);
        mpfr_init(r27292);
        mpfr_init(r27293);
        mpfr_init(r27294);
        mpfr_init(r27295);
        mpfr_init(r27296);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r27288, x, MPFR_RNDN);
        mpfr_exp(r27289, r27288, MPFR_RNDN);
        mpfr_add(r27290, r27287, r27289, MPFR_RNDN);
        mpfr_sqrt(r27291, r27290, MPFR_RNDN);
        mpfr_log(r27292, r27291, MPFR_RNDN);
        mpfr_set_d(r27293, y, MPFR_RNDN);
        mpfr_mul(r27294, r27288, r27293, MPFR_RNDN);
        mpfr_sub(r27295, r27292, r27294, MPFR_RNDN);
        mpfr_add(r27296, r27292, r27295, MPFR_RNDN);
        return mpfr_get_d(r27296, MPFR_RNDN);
}

static mpfr_t r27297, r27298, r27299, r27300, r27301, r27302, r27303, r27304, r27305, r27306;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(848);
        mpfr_init_set_str(r27297, "1", 10, MPFR_RNDN);
        mpfr_init(r27298);
        mpfr_init(r27299);
        mpfr_init(r27300);
        mpfr_init(r27301);
        mpfr_init(r27302);
        mpfr_init(r27303);
        mpfr_init(r27304);
        mpfr_init(r27305);
        mpfr_init(r27306);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r27298, x, MPFR_RNDN);
        mpfr_exp(r27299, r27298, MPFR_RNDN);
        mpfr_add(r27300, r27297, r27299, MPFR_RNDN);
        mpfr_sqrt(r27301, r27300, MPFR_RNDN);
        mpfr_log(r27302, r27301, MPFR_RNDN);
        mpfr_set_d(r27303, y, MPFR_RNDN);
        mpfr_mul(r27304, r27298, r27303, MPFR_RNDN);
        mpfr_sub(r27305, r27302, r27304, MPFR_RNDN);
        mpfr_add(r27306, r27302, r27305, MPFR_RNDN);
        return mpfr_get_d(r27306, MPFR_RNDN);
}