#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 r24052 = 1;
        float r24053 = x;
        float r24054 = exp(r24053);
        float r24055 = r24052 + r24054;
        float r24056 = log(r24055);
        float r24057 = y;
        float r24058 = r24053 * r24057;
        float r24059 = r24056 - r24058;
        return r24059;
}

double f_id(double x, double y) {
        double r24060 = 1;
        double r24061 = x;
        double r24062 = exp(r24061);
        double r24063 = r24060 + r24062;
        double r24064 = log(r24063);
        double r24065 = y;
        double r24066 = r24061 * r24065;
        double r24067 = r24064 - r24066;
        return r24067;
}


double f_of(float x, float y) {
        float r24068 = x;
        float r24069 = exp(r24068);
        float r24070 = log1p(r24069);
        float r24071 = y;
        float r24072 = r24071 * r24068;
        float r24073 = r24070 - r24072;
        return r24073;
}

double f_od(double x, double y) {
        double r24074 = x;
        double r24075 = exp(r24074);
        double r24076 = log1p(r24075);
        double r24077 = y;
        double r24078 = r24077 * r24074;
        double r24079 = r24076 - r24078;
        return r24079;
}

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 r24080, r24081, r24082, r24083, r24084, r24085, r24086, r24087;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r24080, "1", 10, MPFR_RNDN);
        mpfr_init(r24081);
        mpfr_init(r24082);
        mpfr_init(r24083);
        mpfr_init(r24084);
        mpfr_init(r24085);
        mpfr_init(r24086);
        mpfr_init(r24087);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24081, x, MPFR_RNDN);
        mpfr_exp(r24082, r24081, MPFR_RNDN);
        mpfr_add(r24083, r24080, r24082, MPFR_RNDN);
        mpfr_log(r24084, r24083, MPFR_RNDN);
        mpfr_set_d(r24085, y, MPFR_RNDN);
        mpfr_mul(r24086, r24081, r24085, MPFR_RNDN);
        mpfr_sub(r24087, r24084, r24086, MPFR_RNDN);
        return mpfr_get_d(r24087, MPFR_RNDN);
}

static mpfr_t r24088, r24089, r24090, r24091, r24092, r24093;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(912);
        mpfr_init(r24088);
        mpfr_init(r24089);
        mpfr_init(r24090);
        mpfr_init(r24091);
        mpfr_init(r24092);
        mpfr_init(r24093);
}

double f_fm(double x, double y) {
        mpfr_set_d(r24088, x, MPFR_RNDN);
        mpfr_exp(r24089, r24088, MPFR_RNDN);
        mpfr_log1p(r24090, r24089, MPFR_RNDN);
        mpfr_set_d(r24091, y, MPFR_RNDN);
        mpfr_mul(r24092, r24091, r24088, MPFR_RNDN);
        mpfr_sub(r24093, r24090, r24092, MPFR_RNDN);
        return mpfr_get_d(r24093, MPFR_RNDN);
}

static mpfr_t r24094, r24095, r24096, r24097, r24098, r24099;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(912);
        mpfr_init(r24094);
        mpfr_init(r24095);
        mpfr_init(r24096);
        mpfr_init(r24097);
        mpfr_init(r24098);
        mpfr_init(r24099);
}

double f_dm(double x, double y) {
        mpfr_set_d(r24094, x, MPFR_RNDN);
        mpfr_exp(r24095, r24094, MPFR_RNDN);
        mpfr_log1p(r24096, r24095, MPFR_RNDN);
        mpfr_set_d(r24097, y, MPFR_RNDN);
        mpfr_mul(r24098, r24097, r24094, MPFR_RNDN);
        mpfr_sub(r24099, r24096, r24098, MPFR_RNDN);
        return mpfr_get_d(r24099, MPFR_RNDN);
}