#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 r23960 = 1;
        float r23961 = x;
        float r23962 = exp(r23961);
        float r23963 = r23960 + r23962;
        float r23964 = log(r23963);
        float r23965 = y;
        float r23966 = r23961 * r23965;
        float r23967 = r23964 - r23966;
        return r23967;
}

double f_id(double x, double y) {
        double r23968 = 1;
        double r23969 = x;
        double r23970 = exp(r23969);
        double r23971 = r23968 + r23970;
        double r23972 = log(r23971);
        double r23973 = y;
        double r23974 = r23969 * r23973;
        double r23975 = r23972 - r23974;
        return r23975;
}


double f_of(float x, float y) {
        float r23976 = x;
        float r23977 = exp(r23976);
        float r23978 = log1p(r23977);
        float r23979 = y;
        float r23980 = r23979 * r23976;
        float r23981 = r23978 - r23980;
        return r23981;
}

double f_od(double x, double y) {
        double r23982 = x;
        double r23983 = exp(r23982);
        double r23984 = log1p(r23983);
        double r23985 = y;
        double r23986 = r23985 * r23982;
        double r23987 = r23984 - r23986;
        return r23987;
}

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 r23988, r23989, r23990, r23991, r23992, r23993, r23994, r23995;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r23988, "1", 10, MPFR_RNDN);
        mpfr_init(r23989);
        mpfr_init(r23990);
        mpfr_init(r23991);
        mpfr_init(r23992);
        mpfr_init(r23993);
        mpfr_init(r23994);
        mpfr_init(r23995);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r23989, x, MPFR_RNDN);
        mpfr_exp(r23990, r23989, MPFR_RNDN);
        mpfr_add(r23991, r23988, r23990, MPFR_RNDN);
        mpfr_log(r23992, r23991, MPFR_RNDN);
        mpfr_set_d(r23993, y, MPFR_RNDN);
        mpfr_mul(r23994, r23989, r23993, MPFR_RNDN);
        mpfr_sub(r23995, r23992, r23994, MPFR_RNDN);
        return mpfr_get_d(r23995, MPFR_RNDN);
}

static mpfr_t r23996, r23997, r23998, r23999, r24000, r24001;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(656);
        mpfr_init(r23996);
        mpfr_init(r23997);
        mpfr_init(r23998);
        mpfr_init(r23999);
        mpfr_init(r24000);
        mpfr_init(r24001);
}

double f_fm(double x, double y) {
        mpfr_set_d(r23996, x, MPFR_RNDN);
        mpfr_exp(r23997, r23996, MPFR_RNDN);
        mpfr_log1p(r23998, r23997, MPFR_RNDN);
        mpfr_set_d(r23999, y, MPFR_RNDN);
        mpfr_mul(r24000, r23999, r23996, MPFR_RNDN);
        mpfr_sub(r24001, r23998, r24000, MPFR_RNDN);
        return mpfr_get_d(r24001, MPFR_RNDN);
}

static mpfr_t r24002, r24003, r24004, r24005, r24006, r24007;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(656);
        mpfr_init(r24002);
        mpfr_init(r24003);
        mpfr_init(r24004);
        mpfr_init(r24005);
        mpfr_init(r24006);
        mpfr_init(r24007);
}

double f_dm(double x, double y) {
        mpfr_set_d(r24002, x, MPFR_RNDN);
        mpfr_exp(r24003, r24002, MPFR_RNDN);
        mpfr_log1p(r24004, r24003, MPFR_RNDN);
        mpfr_set_d(r24005, y, MPFR_RNDN);
        mpfr_mul(r24006, r24005, r24002, MPFR_RNDN);
        mpfr_sub(r24007, r24004, r24006, MPFR_RNDN);
        return mpfr_get_d(r24007, MPFR_RNDN);
}