#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 r27057 = 1;
        float r27058 = x;
        float r27059 = exp(r27058);
        float r27060 = r27057 + r27059;
        float r27061 = log(r27060);
        float r27062 = y;
        float r27063 = r27058 * r27062;
        float r27064 = r27061 - r27063;
        return r27064;
}

double f_id(double x, double y) {
        double r27065 = 1;
        double r27066 = x;
        double r27067 = exp(r27066);
        double r27068 = r27065 + r27067;
        double r27069 = log(r27068);
        double r27070 = y;
        double r27071 = r27066 * r27070;
        double r27072 = r27069 - r27071;
        return r27072;
}


double f_of(float x, float y) {
        float r27073 = 1;
        float r27074 = x;
        float r27075 = exp(r27074);
        float r27076 = r27073 + r27075;
        float r27077 = log(r27076);
        float r27078 = y;
        float r27079 = r27074 * r27078;
        float r27080 = r27077 - r27079;
        return r27080;
}

double f_od(double x, double y) {
        double r27081 = 1;
        double r27082 = x;
        double r27083 = exp(r27082);
        double r27084 = r27081 + r27083;
        double r27085 = log(r27084);
        double r27086 = y;
        double r27087 = r27082 * r27086;
        double r27088 = r27085 - r27087;
        return r27088;
}

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 r27089, r27090, r27091, r27092, r27093, r27094, r27095, r27096;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(848);
        mpfr_init_set_str(r27089, "1", 10, MPFR_RNDN);
        mpfr_init(r27090);
        mpfr_init(r27091);
        mpfr_init(r27092);
        mpfr_init(r27093);
        mpfr_init(r27094);
        mpfr_init(r27095);
        mpfr_init(r27096);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r27090, x, MPFR_RNDN);
        mpfr_exp(r27091, r27090, MPFR_RNDN);
        mpfr_add(r27092, r27089, r27091, MPFR_RNDN);
        mpfr_log(r27093, r27092, MPFR_RNDN);
        mpfr_set_d(r27094, y, MPFR_RNDN);
        mpfr_mul(r27095, r27090, r27094, MPFR_RNDN);
        mpfr_sub(r27096, r27093, r27095, MPFR_RNDN);
        return mpfr_get_d(r27096, MPFR_RNDN);
}

static mpfr_t r27097, r27098, r27099, r27100, r27101, r27102, r27103, r27104;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(848);
        mpfr_init_set_str(r27097, "1", 10, MPFR_RNDN);
        mpfr_init(r27098);
        mpfr_init(r27099);
        mpfr_init(r27100);
        mpfr_init(r27101);
        mpfr_init(r27102);
        mpfr_init(r27103);
        mpfr_init(r27104);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r27098, x, MPFR_RNDN);
        mpfr_exp(r27099, r27098, MPFR_RNDN);
        mpfr_add(r27100, r27097, r27099, MPFR_RNDN);
        mpfr_log(r27101, r27100, MPFR_RNDN);
        mpfr_set_d(r27102, y, MPFR_RNDN);
        mpfr_mul(r27103, r27098, r27102, MPFR_RNDN);
        mpfr_sub(r27104, r27101, r27103, MPFR_RNDN);
        return mpfr_get_d(r27104, MPFR_RNDN);
}

static mpfr_t r27105, r27106, r27107, r27108, r27109, r27110, r27111, r27112;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(848);
        mpfr_init_set_str(r27105, "1", 10, MPFR_RNDN);
        mpfr_init(r27106);
        mpfr_init(r27107);
        mpfr_init(r27108);
        mpfr_init(r27109);
        mpfr_init(r27110);
        mpfr_init(r27111);
        mpfr_init(r27112);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r27106, x, MPFR_RNDN);
        mpfr_exp(r27107, r27106, MPFR_RNDN);
        mpfr_add(r27108, r27105, r27107, MPFR_RNDN);
        mpfr_log(r27109, r27108, MPFR_RNDN);
        mpfr_set_d(r27110, y, MPFR_RNDN);
        mpfr_mul(r27111, r27106, r27110, MPFR_RNDN);
        mpfr_sub(r27112, r27109, r27111, MPFR_RNDN);
        return mpfr_get_d(r27112, MPFR_RNDN);
}