#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 r27361 = 1;
        float r27362 = x;
        float r27363 = exp(r27362);
        float r27364 = r27361 + r27363;
        float r27365 = log(r27364);
        float r27366 = y;
        float r27367 = r27362 * r27366;
        float r27368 = r27365 - r27367;
        return r27368;
}

double f_id(double x, double y) {
        double r27369 = 1;
        double r27370 = x;
        double r27371 = exp(r27370);
        double r27372 = r27369 + r27371;
        double r27373 = log(r27372);
        double r27374 = y;
        double r27375 = r27370 * r27374;
        double r27376 = r27373 - r27375;
        return r27376;
}


double f_of(float x, float y) {
        float r27377 = 1;
        float r27378 = x;
        float r27379 = exp(r27378);
        float r27380 = r27377 + r27379;
        float r27381 = log(r27380);
        float r27382 = y;
        float r27383 = r27378 * r27382;
        float r27384 = r27381 - r27383;
        return r27384;
}

double f_od(double x, double y) {
        double r27385 = 1;
        double r27386 = x;
        double r27387 = exp(r27386);
        double r27388 = r27385 + r27387;
        double r27389 = log(r27388);
        double r27390 = y;
        double r27391 = r27386 * r27390;
        double r27392 = r27389 - r27391;
        return r27392;
}

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 r27393, r27394, r27395, r27396, r27397, r27398, r27399, r27400;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(848);
        mpfr_init_set_str(r27393, "1", 10, MPFR_RNDN);
        mpfr_init(r27394);
        mpfr_init(r27395);
        mpfr_init(r27396);
        mpfr_init(r27397);
        mpfr_init(r27398);
        mpfr_init(r27399);
        mpfr_init(r27400);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r27394, x, MPFR_RNDN);
        mpfr_exp(r27395, r27394, MPFR_RNDN);
        mpfr_add(r27396, r27393, r27395, MPFR_RNDN);
        mpfr_log(r27397, r27396, MPFR_RNDN);
        mpfr_set_d(r27398, y, MPFR_RNDN);
        mpfr_mul(r27399, r27394, r27398, MPFR_RNDN);
        mpfr_sub(r27400, r27397, r27399, MPFR_RNDN);
        return mpfr_get_d(r27400, MPFR_RNDN);
}

static mpfr_t r27401, r27402, r27403, r27404, r27405, r27406, r27407, r27408;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(848);
        mpfr_init_set_str(r27401, "1", 10, MPFR_RNDN);
        mpfr_init(r27402);
        mpfr_init(r27403);
        mpfr_init(r27404);
        mpfr_init(r27405);
        mpfr_init(r27406);
        mpfr_init(r27407);
        mpfr_init(r27408);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r27402, x, MPFR_RNDN);
        mpfr_exp(r27403, r27402, MPFR_RNDN);
        mpfr_add(r27404, r27401, r27403, MPFR_RNDN);
        mpfr_log(r27405, r27404, MPFR_RNDN);
        mpfr_set_d(r27406, y, MPFR_RNDN);
        mpfr_mul(r27407, r27402, r27406, MPFR_RNDN);
        mpfr_sub(r27408, r27405, r27407, MPFR_RNDN);
        return mpfr_get_d(r27408, MPFR_RNDN);
}

static mpfr_t r27409, r27410, r27411, r27412, r27413, r27414, r27415, r27416;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(848);
        mpfr_init_set_str(r27409, "1", 10, MPFR_RNDN);
        mpfr_init(r27410);
        mpfr_init(r27411);
        mpfr_init(r27412);
        mpfr_init(r27413);
        mpfr_init(r27414);
        mpfr_init(r27415);
        mpfr_init(r27416);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r27410, x, MPFR_RNDN);
        mpfr_exp(r27411, r27410, MPFR_RNDN);
        mpfr_add(r27412, r27409, r27411, MPFR_RNDN);
        mpfr_log(r27413, r27412, MPFR_RNDN);
        mpfr_set_d(r27414, y, MPFR_RNDN);
        mpfr_mul(r27415, r27410, r27414, MPFR_RNDN);
        mpfr_sub(r27416, r27413, r27415, MPFR_RNDN);
        return mpfr_get_d(r27416, MPFR_RNDN);
}