#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 r23948 = 1;
        float r23949 = x;
        float r23950 = exp(r23949);
        float r23951 = r23948 + r23950;
        float r23952 = log(r23951);
        float r23953 = y;
        float r23954 = r23949 * r23953;
        float r23955 = r23952 - r23954;
        return r23955;
}

double f_id(double x, double y) {
        double r23956 = 1;
        double r23957 = x;
        double r23958 = exp(r23957);
        double r23959 = r23956 + r23958;
        double r23960 = log(r23959);
        double r23961 = y;
        double r23962 = r23957 * r23961;
        double r23963 = r23960 - r23962;
        return r23963;
}


double f_of(float x, float y) {
        float r23964 = 1;
        float r23965 = x;
        float r23966 = exp(r23965);
        float r23967 = r23964 + r23966;
        float r23968 = sqrt(r23967);
        float r23969 = log(r23968);
        float r23970 = r23969 + r23969;
        float r23971 = y;
        float r23972 = r23965 * r23971;
        float r23973 = r23970 - r23972;
        return r23973;
}

double f_od(double x, double y) {
        double r23974 = 1;
        double r23975 = x;
        double r23976 = exp(r23975);
        double r23977 = r23974 + r23976;
        double r23978 = sqrt(r23977);
        double r23979 = log(r23978);
        double r23980 = r23979 + r23979;
        double r23981 = y;
        double r23982 = r23975 * r23981;
        double r23983 = r23980 - r23982;
        return r23983;
}

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 r23984, r23985, r23986, r23987, r23988, r23989, r23990, r23991;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r23984, "1", 10, MPFR_RNDN);
        mpfr_init(r23985);
        mpfr_init(r23986);
        mpfr_init(r23987);
        mpfr_init(r23988);
        mpfr_init(r23989);
        mpfr_init(r23990);
        mpfr_init(r23991);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r23985, x, MPFR_RNDN);
        mpfr_exp(r23986, r23985, MPFR_RNDN);
        mpfr_add(r23987, r23984, r23986, MPFR_RNDN);
        mpfr_log(r23988, r23987, MPFR_RNDN);
        mpfr_set_d(r23989, y, MPFR_RNDN);
        mpfr_mul(r23990, r23985, r23989, MPFR_RNDN);
        mpfr_sub(r23991, r23988, r23990, MPFR_RNDN);
        return mpfr_get_d(r23991, MPFR_RNDN);
}

static mpfr_t r23992, r23993, r23994, r23995, r23996, r23997, r23998, r23999, r24000, r24001;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r23992, "1", 10, MPFR_RNDN);
        mpfr_init(r23993);
        mpfr_init(r23994);
        mpfr_init(r23995);
        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(r23993, x, MPFR_RNDN);
        mpfr_exp(r23994, r23993, MPFR_RNDN);
        mpfr_add(r23995, r23992, r23994, MPFR_RNDN);
        mpfr_sqrt(r23996, r23995, MPFR_RNDN);
        mpfr_log(r23997, r23996, MPFR_RNDN);
        mpfr_add(r23998, r23997, r23997, MPFR_RNDN);
        mpfr_set_d(r23999, y, MPFR_RNDN);
        mpfr_mul(r24000, r23993, r23999, 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, r24008, r24009, r24010, r24011;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r24002, "1", 10, MPFR_RNDN);
        mpfr_init(r24003);
        mpfr_init(r24004);
        mpfr_init(r24005);
        mpfr_init(r24006);
        mpfr_init(r24007);
        mpfr_init(r24008);
        mpfr_init(r24009);
        mpfr_init(r24010);
        mpfr_init(r24011);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r24003, x, MPFR_RNDN);
        mpfr_exp(r24004, r24003, MPFR_RNDN);
        mpfr_add(r24005, r24002, r24004, MPFR_RNDN);
        mpfr_sqrt(r24006, r24005, MPFR_RNDN);
        mpfr_log(r24007, r24006, MPFR_RNDN);
        mpfr_add(r24008, r24007, r24007, MPFR_RNDN);
        mpfr_set_d(r24009, y, MPFR_RNDN);
        mpfr_mul(r24010, r24003, r24009, MPFR_RNDN);
        mpfr_sub(r24011, r24008, r24010, MPFR_RNDN);
        return mpfr_get_d(r24011, MPFR_RNDN);
}