#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 r23947 = 1;
        float r23948 = x;
        float r23949 = exp(r23948);
        float r23950 = r23947 + r23949;
        float r23951 = log(r23950);
        float r23952 = y;
        float r23953 = r23948 * r23952;
        float r23954 = r23951 - r23953;
        return r23954;
}

double f_id(double x, double y) {
        double r23955 = 1;
        double r23956 = x;
        double r23957 = exp(r23956);
        double r23958 = r23955 + r23957;
        double r23959 = log(r23958);
        double r23960 = y;
        double r23961 = r23956 * r23960;
        double r23962 = r23959 - r23961;
        return r23962;
}


double f_of(float x, float y) {
        float r23963 = x;
        float r23964 = exp(r23963);
        float r23965 = log1p(r23964);
        float r23966 = y;
        float r23967 = r23966 * r23963;
        float r23968 = r23965 - r23967;
        return r23968;
}

double f_od(double x, double y) {
        double r23969 = x;
        double r23970 = exp(r23969);
        double r23971 = log1p(r23970);
        double r23972 = y;
        double r23973 = r23972 * r23969;
        double r23974 = r23971 - r23973;
        return r23974;
}

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 r23975, r23976, r23977, r23978, r23979, r23980, r23981, r23982;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r23975, "1", 10, MPFR_RNDN);
        mpfr_init(r23976);
        mpfr_init(r23977);
        mpfr_init(r23978);
        mpfr_init(r23979);
        mpfr_init(r23980);
        mpfr_init(r23981);
        mpfr_init(r23982);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r23976, x, MPFR_RNDN);
        mpfr_exp(r23977, r23976, MPFR_RNDN);
        mpfr_add(r23978, r23975, r23977, MPFR_RNDN);
        mpfr_log(r23979, r23978, MPFR_RNDN);
        mpfr_set_d(r23980, y, MPFR_RNDN);
        mpfr_mul(r23981, r23976, r23980, MPFR_RNDN);
        mpfr_sub(r23982, r23979, r23981, MPFR_RNDN);
        return mpfr_get_d(r23982, MPFR_RNDN);
}

static mpfr_t r23983, r23984, r23985, r23986, r23987, r23988;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(912);
        mpfr_init(r23983);
        mpfr_init(r23984);
        mpfr_init(r23985);
        mpfr_init(r23986);
        mpfr_init(r23987);
        mpfr_init(r23988);
}

double f_fm(double x, double y) {
        mpfr_set_d(r23983, x, MPFR_RNDN);
        mpfr_exp(r23984, r23983, MPFR_RNDN);
        mpfr_log1p(r23985, r23984, MPFR_RNDN);
        mpfr_set_d(r23986, y, MPFR_RNDN);
        mpfr_mul(r23987, r23986, r23983, MPFR_RNDN);
        mpfr_sub(r23988, r23985, r23987, MPFR_RNDN);
        return mpfr_get_d(r23988, MPFR_RNDN);
}

static mpfr_t r23989, r23990, r23991, r23992, r23993, r23994;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(912);
        mpfr_init(r23989);
        mpfr_init(r23990);
        mpfr_init(r23991);
        mpfr_init(r23992);
        mpfr_init(r23993);
        mpfr_init(r23994);
}

double f_dm(double x, double y) {
        mpfr_set_d(r23989, x, MPFR_RNDN);
        mpfr_exp(r23990, r23989, MPFR_RNDN);
        mpfr_log1p(r23991, r23990, MPFR_RNDN);
        mpfr_set_d(r23992, y, MPFR_RNDN);
        mpfr_mul(r23993, r23992, r23989, MPFR_RNDN);
        mpfr_sub(r23994, r23991, r23993, MPFR_RNDN);
        return mpfr_get_d(r23994, MPFR_RNDN);
}