#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 r24935 = 1;
        float r24936 = x;
        float r24937 = exp(r24936);
        float r24938 = r24935 + r24937;
        float r24939 = log(r24938);
        float r24940 = y;
        float r24941 = r24936 * r24940;
        float r24942 = r24939 - r24941;
        return r24942;
}

double f_id(double x, double y) {
        double r24943 = 1;
        double r24944 = x;
        double r24945 = exp(r24944);
        double r24946 = r24943 + r24945;
        double r24947 = log(r24946);
        double r24948 = y;
        double r24949 = r24944 * r24948;
        double r24950 = r24947 - r24949;
        return r24950;
}


double f_of(float x, float y) {
        float r24951 = x;
        float r24952 = exp(r24951);
        float r24953 = log1p(r24952);
        float r24954 = y;
        float r24955 = r24954 * r24951;
        float r24956 = r24953 - r24955;
        return r24956;
}

double f_od(double x, double y) {
        double r24957 = x;
        double r24958 = exp(r24957);
        double r24959 = log1p(r24958);
        double r24960 = y;
        double r24961 = r24960 * r24957;
        double r24962 = r24959 - r24961;
        return r24962;
}

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 r24963, r24964, r24965, r24966, r24967, r24968, r24969, r24970;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r24963, "1", 10, MPFR_RNDN);
        mpfr_init(r24964);
        mpfr_init(r24965);
        mpfr_init(r24966);
        mpfr_init(r24967);
        mpfr_init(r24968);
        mpfr_init(r24969);
        mpfr_init(r24970);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24964, x, MPFR_RNDN);
        mpfr_exp(r24965, r24964, MPFR_RNDN);
        mpfr_add(r24966, r24963, r24965, MPFR_RNDN);
        mpfr_log(r24967, r24966, MPFR_RNDN);
        mpfr_set_d(r24968, y, MPFR_RNDN);
        mpfr_mul(r24969, r24964, r24968, MPFR_RNDN);
        mpfr_sub(r24970, r24967, r24969, MPFR_RNDN);
        return mpfr_get_d(r24970, MPFR_RNDN);
}

static mpfr_t r24971, r24972, r24973, r24974, r24975, r24976;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(912);
        mpfr_init(r24971);
        mpfr_init(r24972);
        mpfr_init(r24973);
        mpfr_init(r24974);
        mpfr_init(r24975);
        mpfr_init(r24976);
}

double f_fm(double x, double y) {
        mpfr_set_d(r24971, x, MPFR_RNDN);
        mpfr_exp(r24972, r24971, MPFR_RNDN);
        mpfr_log1p(r24973, r24972, MPFR_RNDN);
        mpfr_set_d(r24974, y, MPFR_RNDN);
        mpfr_mul(r24975, r24974, r24971, MPFR_RNDN);
        mpfr_sub(r24976, r24973, r24975, MPFR_RNDN);
        return mpfr_get_d(r24976, MPFR_RNDN);
}

static mpfr_t r24977, r24978, r24979, r24980, r24981, r24982;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(912);
        mpfr_init(r24977);
        mpfr_init(r24978);
        mpfr_init(r24979);
        mpfr_init(r24980);
        mpfr_init(r24981);
        mpfr_init(r24982);
}

double f_dm(double x, double y) {
        mpfr_set_d(r24977, x, MPFR_RNDN);
        mpfr_exp(r24978, r24977, MPFR_RNDN);
        mpfr_log1p(r24979, r24978, MPFR_RNDN);
        mpfr_set_d(r24980, y, MPFR_RNDN);
        mpfr_mul(r24981, r24980, r24977, MPFR_RNDN);
        mpfr_sub(r24982, r24979, r24981, MPFR_RNDN);
        return mpfr_get_d(r24982, MPFR_RNDN);
}