#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 r24920 = 1;
        float r24921 = x;
        float r24922 = exp(r24921);
        float r24923 = r24920 + r24922;
        float r24924 = log(r24923);
        float r24925 = y;
        float r24926 = r24921 * r24925;
        float r24927 = r24924 - r24926;
        return r24927;
}

double f_id(double x, double y) {
        double r24928 = 1;
        double r24929 = x;
        double r24930 = exp(r24929);
        double r24931 = r24928 + r24930;
        double r24932 = log(r24931);
        double r24933 = y;
        double r24934 = r24929 * r24933;
        double r24935 = r24932 - r24934;
        return r24935;
}


double f_of(float x, float y) {
        float r24936 = x;
        float r24937 = exp(r24936);
        float r24938 = log1p(r24937);
        float r24939 = log1p(r24938);
        float r24940 = expm1(r24939);
        float r24941 = y;
        float r24942 = r24941 * r24936;
        float r24943 = r24940 - r24942;
        return r24943;
}

double f_od(double x, double y) {
        double r24944 = x;
        double r24945 = exp(r24944);
        double r24946 = log1p(r24945);
        double r24947 = log1p(r24946);
        double r24948 = expm1(r24947);
        double r24949 = y;
        double r24950 = r24949 * r24944;
        double r24951 = r24948 - r24950;
        return r24951;
}

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 r24952, r24953, r24954, r24955, r24956, r24957, r24958, r24959;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(848);
        mpfr_init_set_str(r24952, "1", 10, MPFR_RNDN);
        mpfr_init(r24953);
        mpfr_init(r24954);
        mpfr_init(r24955);
        mpfr_init(r24956);
        mpfr_init(r24957);
        mpfr_init(r24958);
        mpfr_init(r24959);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24953, x, MPFR_RNDN);
        mpfr_exp(r24954, r24953, MPFR_RNDN);
        mpfr_add(r24955, r24952, r24954, MPFR_RNDN);
        mpfr_log(r24956, r24955, MPFR_RNDN);
        mpfr_set_d(r24957, y, MPFR_RNDN);
        mpfr_mul(r24958, r24953, r24957, MPFR_RNDN);
        mpfr_sub(r24959, r24956, r24958, MPFR_RNDN);
        return mpfr_get_d(r24959, MPFR_RNDN);
}

static mpfr_t r24960, r24961, r24962, r24963, r24964, r24965, r24966, r24967;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(848);
        mpfr_init(r24960);
        mpfr_init(r24961);
        mpfr_init(r24962);
        mpfr_init(r24963);
        mpfr_init(r24964);
        mpfr_init(r24965);
        mpfr_init(r24966);
        mpfr_init(r24967);
}

double f_fm(double x, double y) {
        mpfr_set_d(r24960, x, MPFR_RNDN);
        mpfr_exp(r24961, r24960, MPFR_RNDN);
        mpfr_log1p(r24962, r24961, MPFR_RNDN);
        mpfr_log1p(r24963, r24962, MPFR_RNDN);
        mpfr_expm1(r24964, r24963, MPFR_RNDN);
        mpfr_set_d(r24965, y, MPFR_RNDN);
        mpfr_mul(r24966, r24965, r24960, MPFR_RNDN);
        mpfr_sub(r24967, r24964, r24966, MPFR_RNDN);
        return mpfr_get_d(r24967, MPFR_RNDN);
}

static mpfr_t r24968, r24969, r24970, r24971, r24972, r24973, r24974, r24975;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(848);
        mpfr_init(r24968);
        mpfr_init(r24969);
        mpfr_init(r24970);
        mpfr_init(r24971);
        mpfr_init(r24972);
        mpfr_init(r24973);
        mpfr_init(r24974);
        mpfr_init(r24975);
}

double f_dm(double x, double y) {
        mpfr_set_d(r24968, x, MPFR_RNDN);
        mpfr_exp(r24969, r24968, MPFR_RNDN);
        mpfr_log1p(r24970, r24969, MPFR_RNDN);
        mpfr_log1p(r24971, r24970, MPFR_RNDN);
        mpfr_expm1(r24972, r24971, MPFR_RNDN);
        mpfr_set_d(r24973, y, MPFR_RNDN);
        mpfr_mul(r24974, r24973, r24968, MPFR_RNDN);
        mpfr_sub(r24975, r24972, r24974, MPFR_RNDN);
        return mpfr_get_d(r24975, MPFR_RNDN);
}