#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 r24926 = 1;
        float r24927 = x;
        float r24928 = exp(r24927);
        float r24929 = r24926 + r24928;
        float r24930 = log(r24929);
        float r24931 = y;
        float r24932 = r24927 * r24931;
        float r24933 = r24930 - r24932;
        return r24933;
}

double f_id(double x, double y) {
        double r24934 = 1;
        double r24935 = x;
        double r24936 = exp(r24935);
        double r24937 = r24934 + r24936;
        double r24938 = log(r24937);
        double r24939 = y;
        double r24940 = r24935 * r24939;
        double r24941 = r24938 - r24940;
        return r24941;
}


double f_of(float x, float y) {
        float r24942 = x;
        float r24943 = exp(r24942);
        float r24944 = log1p(r24943);
        float r24945 = y;
        float r24946 = r24945 * r24942;
        float r24947 = r24944 - r24946;
        return r24947;
}

double f_od(double x, double y) {
        double r24948 = x;
        double r24949 = exp(r24948);
        double r24950 = log1p(r24949);
        double r24951 = y;
        double r24952 = r24951 * r24948;
        double r24953 = r24950 - r24952;
        return r24953;
}

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 r24954, r24955, r24956, r24957, r24958, r24959, r24960, r24961;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r24954, "1", 10, MPFR_RNDN);
        mpfr_init(r24955);
        mpfr_init(r24956);
        mpfr_init(r24957);
        mpfr_init(r24958);
        mpfr_init(r24959);
        mpfr_init(r24960);
        mpfr_init(r24961);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24955, x, MPFR_RNDN);
        mpfr_exp(r24956, r24955, MPFR_RNDN);
        mpfr_add(r24957, r24954, r24956, MPFR_RNDN);
        mpfr_log(r24958, r24957, MPFR_RNDN);
        mpfr_set_d(r24959, y, MPFR_RNDN);
        mpfr_mul(r24960, r24955, r24959, MPFR_RNDN);
        mpfr_sub(r24961, r24958, r24960, MPFR_RNDN);
        return mpfr_get_d(r24961, MPFR_RNDN);
}

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

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(592);
        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(r24962, x, MPFR_RNDN);
        mpfr_exp(r24963, r24962, MPFR_RNDN);
        mpfr_log1p(r24964, r24963, MPFR_RNDN);
        mpfr_set_d(r24965, y, MPFR_RNDN);
        mpfr_mul(r24966, r24965, r24962, 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;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(592);
        mpfr_init(r24968);
        mpfr_init(r24969);
        mpfr_init(r24970);
        mpfr_init(r24971);
        mpfr_init(r24972);
        mpfr_init(r24973);
}

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_set_d(r24971, y, MPFR_RNDN);
        mpfr_mul(r24972, r24971, r24968, MPFR_RNDN);
        mpfr_sub(r24973, r24970, r24972, MPFR_RNDN);
        return mpfr_get_d(r24973, MPFR_RNDN);
}