#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 r21712 = 1;
        float r21713 = x;
        float r21714 = exp(r21713);
        float r21715 = r21712 + r21714;
        float r21716 = log(r21715);
        float r21717 = y;
        float r21718 = r21713 * r21717;
        float r21719 = r21716 - r21718;
        return r21719;
}

double f_id(double x, double y) {
        double r21720 = 1;
        double r21721 = x;
        double r21722 = exp(r21721);
        double r21723 = r21720 + r21722;
        double r21724 = log(r21723);
        double r21725 = y;
        double r21726 = r21721 * r21725;
        double r21727 = r21724 - r21726;
        return r21727;
}


double f_of(float x, float y) {
        float r21728 = 1;
        float r21729 = x;
        float r21730 = exp(r21729);
        float r21731 = 3;
        float r21732 = pow(r21730, r21731);
        float r21733 = r21728 + r21732;
        float r21734 = log(r21733);
        float r21735 = r21728 - r21730;
        float r21736 = r21729 + r21729;
        float r21737 = exp(r21736);
        float r21738 = r21735 + r21737;
        float r21739 = log(r21738);
        float r21740 = r21734 - r21739;
        float r21741 = y;
        float r21742 = r21729 * r21741;
        float r21743 = r21740 - r21742;
        return r21743;
}

double f_od(double x, double y) {
        double r21744 = 1;
        double r21745 = x;
        double r21746 = exp(r21745);
        double r21747 = 3;
        double r21748 = pow(r21746, r21747);
        double r21749 = r21744 + r21748;
        double r21750 = log(r21749);
        double r21751 = r21744 - r21746;
        double r21752 = r21745 + r21745;
        double r21753 = exp(r21752);
        double r21754 = r21751 + r21753;
        double r21755 = log(r21754);
        double r21756 = r21750 - r21755;
        double r21757 = y;
        double r21758 = r21745 * r21757;
        double r21759 = r21756 - r21758;
        return r21759;
}

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 r21760, r21761, r21762, r21763, r21764, r21765, r21766, r21767;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r21760, "1", 10, MPFR_RNDN);
        mpfr_init(r21761);
        mpfr_init(r21762);
        mpfr_init(r21763);
        mpfr_init(r21764);
        mpfr_init(r21765);
        mpfr_init(r21766);
        mpfr_init(r21767);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r21761, x, MPFR_RNDN);
        mpfr_exp(r21762, r21761, MPFR_RNDN);
        mpfr_add(r21763, r21760, r21762, MPFR_RNDN);
        mpfr_log(r21764, r21763, MPFR_RNDN);
        mpfr_set_d(r21765, y, MPFR_RNDN);
        mpfr_mul(r21766, r21761, r21765, MPFR_RNDN);
        mpfr_sub(r21767, r21764, r21766, MPFR_RNDN);
        return mpfr_get_d(r21767, MPFR_RNDN);
}

static mpfr_t r21768, r21769, r21770, r21771, r21772, r21773, r21774, r21775, r21776, r21777, r21778, r21779, r21780, r21781, r21782, r21783;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r21768, "1", 10, MPFR_RNDN);
        mpfr_init(r21769);
        mpfr_init(r21770);
        mpfr_init_set_str(r21771, "3", 10, MPFR_RNDN);
        mpfr_init(r21772);
        mpfr_init(r21773);
        mpfr_init(r21774);
        mpfr_init(r21775);
        mpfr_init(r21776);
        mpfr_init(r21777);
        mpfr_init(r21778);
        mpfr_init(r21779);
        mpfr_init(r21780);
        mpfr_init(r21781);
        mpfr_init(r21782);
        mpfr_init(r21783);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r21769, x, MPFR_RNDN);
        mpfr_exp(r21770, r21769, MPFR_RNDN);
        ;
        mpfr_pow(r21772, r21770, r21771, MPFR_RNDN);
        mpfr_add(r21773, r21768, r21772, MPFR_RNDN);
        mpfr_log(r21774, r21773, MPFR_RNDN);
        mpfr_sub(r21775, r21768, r21770, MPFR_RNDN);
        mpfr_add(r21776, r21769, r21769, MPFR_RNDN);
        mpfr_exp(r21777, r21776, MPFR_RNDN);
        mpfr_add(r21778, r21775, r21777, MPFR_RNDN);
        mpfr_log(r21779, r21778, MPFR_RNDN);
        mpfr_sub(r21780, r21774, r21779, MPFR_RNDN);
        mpfr_set_d(r21781, y, MPFR_RNDN);
        mpfr_mul(r21782, r21769, r21781, MPFR_RNDN);
        mpfr_sub(r21783, r21780, r21782, MPFR_RNDN);
        return mpfr_get_d(r21783, MPFR_RNDN);
}

static mpfr_t r21784, r21785, r21786, r21787, r21788, r21789, r21790, r21791, r21792, r21793, r21794, r21795, r21796, r21797, r21798, r21799;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r21784, "1", 10, MPFR_RNDN);
        mpfr_init(r21785);
        mpfr_init(r21786);
        mpfr_init_set_str(r21787, "3", 10, MPFR_RNDN);
        mpfr_init(r21788);
        mpfr_init(r21789);
        mpfr_init(r21790);
        mpfr_init(r21791);
        mpfr_init(r21792);
        mpfr_init(r21793);
        mpfr_init(r21794);
        mpfr_init(r21795);
        mpfr_init(r21796);
        mpfr_init(r21797);
        mpfr_init(r21798);
        mpfr_init(r21799);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r21785, x, MPFR_RNDN);
        mpfr_exp(r21786, r21785, MPFR_RNDN);
        ;
        mpfr_pow(r21788, r21786, r21787, MPFR_RNDN);
        mpfr_add(r21789, r21784, r21788, MPFR_RNDN);
        mpfr_log(r21790, r21789, MPFR_RNDN);
        mpfr_sub(r21791, r21784, r21786, MPFR_RNDN);
        mpfr_add(r21792, r21785, r21785, MPFR_RNDN);
        mpfr_exp(r21793, r21792, MPFR_RNDN);
        mpfr_add(r21794, r21791, r21793, MPFR_RNDN);
        mpfr_log(r21795, r21794, MPFR_RNDN);
        mpfr_sub(r21796, r21790, r21795, MPFR_RNDN);
        mpfr_set_d(r21797, y, MPFR_RNDN);
        mpfr_mul(r21798, r21785, r21797, MPFR_RNDN);
        mpfr_sub(r21799, r21796, r21798, MPFR_RNDN);
        return mpfr_get_d(r21799, MPFR_RNDN);
}