#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 r25023 = 1;
        float r25024 = x;
        float r25025 = exp(r25024);
        float r25026 = r25023 + r25025;
        float r25027 = log(r25026);
        float r25028 = y;
        float r25029 = r25024 * r25028;
        float r25030 = r25027 - r25029;
        return r25030;
}

double f_id(double x, double y) {
        double r25031 = 1;
        double r25032 = x;
        double r25033 = exp(r25032);
        double r25034 = r25031 + r25033;
        double r25035 = log(r25034);
        double r25036 = y;
        double r25037 = r25032 * r25036;
        double r25038 = r25035 - r25037;
        return r25038;
}


double f_of(float x, float y) {
        float r25039 = x;
        float r25040 = exp(r25039);
        float r25041 = log1p(r25040);
        float r25042 = y;
        float r25043 = r25042 * r25039;
        float r25044 = r25041 - r25043;
        return r25044;
}

double f_od(double x, double y) {
        double r25045 = x;
        double r25046 = exp(r25045);
        double r25047 = log1p(r25046);
        double r25048 = y;
        double r25049 = r25048 * r25045;
        double r25050 = r25047 - r25049;
        return r25050;
}

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 r25051, r25052, r25053, r25054, r25055, r25056, r25057, r25058;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r25051, "1", 10, MPFR_RNDN);
        mpfr_init(r25052);
        mpfr_init(r25053);
        mpfr_init(r25054);
        mpfr_init(r25055);
        mpfr_init(r25056);
        mpfr_init(r25057);
        mpfr_init(r25058);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r25052, x, MPFR_RNDN);
        mpfr_exp(r25053, r25052, MPFR_RNDN);
        mpfr_add(r25054, r25051, r25053, MPFR_RNDN);
        mpfr_log(r25055, r25054, MPFR_RNDN);
        mpfr_set_d(r25056, y, MPFR_RNDN);
        mpfr_mul(r25057, r25052, r25056, MPFR_RNDN);
        mpfr_sub(r25058, r25055, r25057, MPFR_RNDN);
        return mpfr_get_d(r25058, MPFR_RNDN);
}

static mpfr_t r25059, r25060, r25061, r25062, r25063, r25064;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(656);
        mpfr_init(r25059);
        mpfr_init(r25060);
        mpfr_init(r25061);
        mpfr_init(r25062);
        mpfr_init(r25063);
        mpfr_init(r25064);
}

double f_fm(double x, double y) {
        mpfr_set_d(r25059, x, MPFR_RNDN);
        mpfr_exp(r25060, r25059, MPFR_RNDN);
        mpfr_log1p(r25061, r25060, MPFR_RNDN);
        mpfr_set_d(r25062, y, MPFR_RNDN);
        mpfr_mul(r25063, r25062, r25059, MPFR_RNDN);
        mpfr_sub(r25064, r25061, r25063, MPFR_RNDN);
        return mpfr_get_d(r25064, MPFR_RNDN);
}

static mpfr_t r25065, r25066, r25067, r25068, r25069, r25070;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(656);
        mpfr_init(r25065);
        mpfr_init(r25066);
        mpfr_init(r25067);
        mpfr_init(r25068);
        mpfr_init(r25069);
        mpfr_init(r25070);
}

double f_dm(double x, double y) {
        mpfr_set_d(r25065, x, MPFR_RNDN);
        mpfr_exp(r25066, r25065, MPFR_RNDN);
        mpfr_log1p(r25067, r25066, MPFR_RNDN);
        mpfr_set_d(r25068, y, MPFR_RNDN);
        mpfr_mul(r25069, r25068, r25065, MPFR_RNDN);
        mpfr_sub(r25070, r25067, r25069, MPFR_RNDN);
        return mpfr_get_d(r25070, MPFR_RNDN);
}