#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 r27274 = 1;
        float r27275 = x;
        float r27276 = exp(r27275);
        float r27277 = r27274 + r27276;
        float r27278 = log(r27277);
        float r27279 = y;
        float r27280 = r27275 * r27279;
        float r27281 = r27278 - r27280;
        return r27281;
}

double f_id(double x, double y) {
        double r27282 = 1;
        double r27283 = x;
        double r27284 = exp(r27283);
        double r27285 = r27282 + r27284;
        double r27286 = log(r27285);
        double r27287 = y;
        double r27288 = r27283 * r27287;
        double r27289 = r27286 - r27288;
        return r27289;
}


double f_of(float x, float y) {
        float r27290 = x;
        float r27291 = exp(r27290);
        float r27292 = log1p(r27291);
        float r27293 = y;
        float r27294 = r27293 * r27290;
        float r27295 = r27292 - r27294;
        return r27295;
}

double f_od(double x, double y) {
        double r27296 = x;
        double r27297 = exp(r27296);
        double r27298 = log1p(r27297);
        double r27299 = y;
        double r27300 = r27299 * r27296;
        double r27301 = r27298 - r27300;
        return r27301;
}

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 r27302, r27303, r27304, r27305, r27306, r27307, r27308, r27309;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(848);
        mpfr_init_set_str(r27302, "1", 10, MPFR_RNDN);
        mpfr_init(r27303);
        mpfr_init(r27304);
        mpfr_init(r27305);
        mpfr_init(r27306);
        mpfr_init(r27307);
        mpfr_init(r27308);
        mpfr_init(r27309);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r27303, x, MPFR_RNDN);
        mpfr_exp(r27304, r27303, MPFR_RNDN);
        mpfr_add(r27305, r27302, r27304, MPFR_RNDN);
        mpfr_log(r27306, r27305, MPFR_RNDN);
        mpfr_set_d(r27307, y, MPFR_RNDN);
        mpfr_mul(r27308, r27303, r27307, MPFR_RNDN);
        mpfr_sub(r27309, r27306, r27308, MPFR_RNDN);
        return mpfr_get_d(r27309, MPFR_RNDN);
}

static mpfr_t r27310, r27311, r27312, r27313, r27314, r27315;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(848);
        mpfr_init(r27310);
        mpfr_init(r27311);
        mpfr_init(r27312);
        mpfr_init(r27313);
        mpfr_init(r27314);
        mpfr_init(r27315);
}

double f_fm(double x, double y) {
        mpfr_set_d(r27310, x, MPFR_RNDN);
        mpfr_exp(r27311, r27310, MPFR_RNDN);
        mpfr_log1p(r27312, r27311, MPFR_RNDN);
        mpfr_set_d(r27313, y, MPFR_RNDN);
        mpfr_mul(r27314, r27313, r27310, MPFR_RNDN);
        mpfr_sub(r27315, r27312, r27314, MPFR_RNDN);
        return mpfr_get_d(r27315, MPFR_RNDN);
}

static mpfr_t r27316, r27317, r27318, r27319, r27320, r27321;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(848);
        mpfr_init(r27316);
        mpfr_init(r27317);
        mpfr_init(r27318);
        mpfr_init(r27319);
        mpfr_init(r27320);
        mpfr_init(r27321);
}

double f_dm(double x, double y) {
        mpfr_set_d(r27316, x, MPFR_RNDN);
        mpfr_exp(r27317, r27316, MPFR_RNDN);
        mpfr_log1p(r27318, r27317, MPFR_RNDN);
        mpfr_set_d(r27319, y, MPFR_RNDN);
        mpfr_mul(r27320, r27319, r27316, MPFR_RNDN);
        mpfr_sub(r27321, r27318, r27320, MPFR_RNDN);
        return mpfr_get_d(r27321, MPFR_RNDN);
}