#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 r11326 = 1;
        float r11327 = x;
        float r11328 = exp(r11327);
        float r11329 = r11326 + r11328;
        float r11330 = log(r11329);
        float r11331 = y;
        float r11332 = r11327 * r11331;
        float r11333 = r11330 - r11332;
        return r11333;
}

double f_id(double x, double y) {
        double r11334 = 1;
        double r11335 = x;
        double r11336 = exp(r11335);
        double r11337 = r11334 + r11336;
        double r11338 = log(r11337);
        double r11339 = y;
        double r11340 = r11335 * r11339;
        double r11341 = r11338 - r11340;
        return r11341;
}


double f_of(float x, float y) {
        float r11342 = 1;
        float r11343 = x;
        float r11344 = exp(r11343);
        float r11345 = r11342 + r11344;
        float r11346 = log(r11345);
        float r11347 = y;
        float r11348 = r11343 * r11347;
        float r11349 = r11346 - r11348;
        return r11349;
}

double f_od(double x, double y) {
        double r11350 = 1;
        double r11351 = x;
        double r11352 = exp(r11351);
        double r11353 = r11350 + r11352;
        double r11354 = log(r11353);
        double r11355 = y;
        double r11356 = r11351 * r11355;
        double r11357 = r11354 - r11356;
        return r11357;
}

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 r11358, r11359, r11360, r11361, r11362, r11363, r11364, r11365;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r11358, "1", 10, MPFR_RNDN);
        mpfr_init(r11359);
        mpfr_init(r11360);
        mpfr_init(r11361);
        mpfr_init(r11362);
        mpfr_init(r11363);
        mpfr_init(r11364);
        mpfr_init(r11365);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r11359, x, MPFR_RNDN);
        mpfr_exp(r11360, r11359, MPFR_RNDN);
        mpfr_add(r11361, r11358, r11360, MPFR_RNDN);
        mpfr_log(r11362, r11361, MPFR_RNDN);
        mpfr_set_d(r11363, y, MPFR_RNDN);
        mpfr_mul(r11364, r11359, r11363, MPFR_RNDN);
        mpfr_sub(r11365, r11362, r11364, MPFR_RNDN);
        return mpfr_get_d(r11365, MPFR_RNDN);
}

static mpfr_t r11366, r11367, r11368, r11369, r11370, r11371, r11372, r11373;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r11366, "1", 10, MPFR_RNDN);
        mpfr_init(r11367);
        mpfr_init(r11368);
        mpfr_init(r11369);
        mpfr_init(r11370);
        mpfr_init(r11371);
        mpfr_init(r11372);
        mpfr_init(r11373);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r11367, x, MPFR_RNDN);
        mpfr_exp(r11368, r11367, MPFR_RNDN);
        mpfr_add(r11369, r11366, r11368, MPFR_RNDN);
        mpfr_log(r11370, r11369, MPFR_RNDN);
        mpfr_set_d(r11371, y, MPFR_RNDN);
        mpfr_mul(r11372, r11367, r11371, MPFR_RNDN);
        mpfr_sub(r11373, r11370, r11372, MPFR_RNDN);
        return mpfr_get_d(r11373, MPFR_RNDN);
}

static mpfr_t r11374, r11375, r11376, r11377, r11378, r11379, r11380, r11381;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r11374, "1", 10, MPFR_RNDN);
        mpfr_init(r11375);
        mpfr_init(r11376);
        mpfr_init(r11377);
        mpfr_init(r11378);
        mpfr_init(r11379);
        mpfr_init(r11380);
        mpfr_init(r11381);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r11375, x, MPFR_RNDN);
        mpfr_exp(r11376, r11375, MPFR_RNDN);
        mpfr_add(r11377, r11374, r11376, MPFR_RNDN);
        mpfr_log(r11378, r11377, MPFR_RNDN);
        mpfr_set_d(r11379, y, MPFR_RNDN);
        mpfr_mul(r11380, r11375, r11379, MPFR_RNDN);
        mpfr_sub(r11381, r11378, r11380, MPFR_RNDN);
        return mpfr_get_d(r11381, MPFR_RNDN);
}