#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 r25011 = 1;
        float r25012 = x;
        float r25013 = exp(r25012);
        float r25014 = r25011 + r25013;
        float r25015 = log(r25014);
        float r25016 = y;
        float r25017 = r25012 * r25016;
        float r25018 = r25015 - r25017;
        return r25018;
}

double f_id(double x, double y) {
        double r25019 = 1;
        double r25020 = x;
        double r25021 = exp(r25020);
        double r25022 = r25019 + r25021;
        double r25023 = log(r25022);
        double r25024 = y;
        double r25025 = r25020 * r25024;
        double r25026 = r25023 - r25025;
        return r25026;
}


double f_of(float x, float y) {
        float r25027 = x;
        float r25028 = exp(r25027);
        float r25029 = log1p(r25028);
        float r25030 = log1p(r25029);
        float r25031 = expm1(r25030);
        float r25032 = y;
        float r25033 = r25032 * r25027;
        float r25034 = r25031 - r25033;
        return r25034;
}

double f_od(double x, double y) {
        double r25035 = x;
        double r25036 = exp(r25035);
        double r25037 = log1p(r25036);
        double r25038 = log1p(r25037);
        double r25039 = expm1(r25038);
        double r25040 = y;
        double r25041 = r25040 * r25035;
        double r25042 = r25039 - r25041;
        return r25042;
}

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 r25043, r25044, r25045, r25046, r25047, r25048, r25049, r25050;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r25043, "1", 10, MPFR_RNDN);
        mpfr_init(r25044);
        mpfr_init(r25045);
        mpfr_init(r25046);
        mpfr_init(r25047);
        mpfr_init(r25048);
        mpfr_init(r25049);
        mpfr_init(r25050);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r25044, x, MPFR_RNDN);
        mpfr_exp(r25045, r25044, MPFR_RNDN);
        mpfr_add(r25046, r25043, r25045, MPFR_RNDN);
        mpfr_log(r25047, r25046, MPFR_RNDN);
        mpfr_set_d(r25048, y, MPFR_RNDN);
        mpfr_mul(r25049, r25044, r25048, MPFR_RNDN);
        mpfr_sub(r25050, r25047, r25049, MPFR_RNDN);
        return mpfr_get_d(r25050, MPFR_RNDN);
}

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

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(912);
        mpfr_init(r25051);
        mpfr_init(r25052);
        mpfr_init(r25053);
        mpfr_init(r25054);
        mpfr_init(r25055);
        mpfr_init(r25056);
        mpfr_init(r25057);
        mpfr_init(r25058);
}

double f_fm(double x, double y) {
        mpfr_set_d(r25051, x, MPFR_RNDN);
        mpfr_exp(r25052, r25051, MPFR_RNDN);
        mpfr_log1p(r25053, r25052, MPFR_RNDN);
        mpfr_log1p(r25054, r25053, MPFR_RNDN);
        mpfr_expm1(r25055, r25054, MPFR_RNDN);
        mpfr_set_d(r25056, y, MPFR_RNDN);
        mpfr_mul(r25057, r25056, r25051, 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, r25065, r25066;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(912);
        mpfr_init(r25059);
        mpfr_init(r25060);
        mpfr_init(r25061);
        mpfr_init(r25062);
        mpfr_init(r25063);
        mpfr_init(r25064);
        mpfr_init(r25065);
        mpfr_init(r25066);
}

double f_dm(double x, double y) {
        mpfr_set_d(r25059, x, MPFR_RNDN);
        mpfr_exp(r25060, r25059, MPFR_RNDN);
        mpfr_log1p(r25061, r25060, MPFR_RNDN);
        mpfr_log1p(r25062, r25061, MPFR_RNDN);
        mpfr_expm1(r25063, r25062, MPFR_RNDN);
        mpfr_set_d(r25064, y, MPFR_RNDN);
        mpfr_mul(r25065, r25064, r25059, MPFR_RNDN);
        mpfr_sub(r25066, r25063, r25065, MPFR_RNDN);
        return mpfr_get_d(r25066, MPFR_RNDN);
}