#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 r24934 = 1;
        float r24935 = x;
        float r24936 = exp(r24935);
        float r24937 = r24934 + r24936;
        float r24938 = log(r24937);
        float r24939 = y;
        float r24940 = r24935 * r24939;
        float r24941 = r24938 - r24940;
        return r24941;
}

double f_id(double x, double y) {
        double r24942 = 1;
        double r24943 = x;
        double r24944 = exp(r24943);
        double r24945 = r24942 + r24944;
        double r24946 = log(r24945);
        double r24947 = y;
        double r24948 = r24943 * r24947;
        double r24949 = r24946 - r24948;
        return r24949;
}


double f_of(float x, float y) {
        float r24950 = 1;
        float r24951 = x;
        float r24952 = exp(r24951);
        float r24953 = r24950 + r24952;
        float r24954 = log(r24953);
        float r24955 = y;
        float r24956 = r24951 * r24955;
        float r24957 = r24954 - r24956;
        return r24957;
}

double f_od(double x, double y) {
        double r24958 = 1;
        double r24959 = x;
        double r24960 = exp(r24959);
        double r24961 = r24958 + r24960;
        double r24962 = log(r24961);
        double r24963 = y;
        double r24964 = r24959 * r24963;
        double r24965 = r24962 - r24964;
        return r24965;
}

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 r24966, r24967, r24968, r24969, r24970, r24971, r24972, r24973;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r24966, "1", 10, MPFR_RNDN);
        mpfr_init(r24967);
        mpfr_init(r24968);
        mpfr_init(r24969);
        mpfr_init(r24970);
        mpfr_init(r24971);
        mpfr_init(r24972);
        mpfr_init(r24973);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24967, x, MPFR_RNDN);
        mpfr_exp(r24968, r24967, MPFR_RNDN);
        mpfr_add(r24969, r24966, r24968, MPFR_RNDN);
        mpfr_log(r24970, r24969, MPFR_RNDN);
        mpfr_set_d(r24971, y, MPFR_RNDN);
        mpfr_mul(r24972, r24967, r24971, MPFR_RNDN);
        mpfr_sub(r24973, r24970, r24972, MPFR_RNDN);
        return mpfr_get_d(r24973, MPFR_RNDN);
}

static mpfr_t r24974, r24975, r24976, r24977, r24978, r24979, r24980, r24981;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r24974, "1", 10, MPFR_RNDN);
        mpfr_init(r24975);
        mpfr_init(r24976);
        mpfr_init(r24977);
        mpfr_init(r24978);
        mpfr_init(r24979);
        mpfr_init(r24980);
        mpfr_init(r24981);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r24975, x, MPFR_RNDN);
        mpfr_exp(r24976, r24975, MPFR_RNDN);
        mpfr_add(r24977, r24974, r24976, MPFR_RNDN);
        mpfr_log(r24978, r24977, MPFR_RNDN);
        mpfr_set_d(r24979, y, MPFR_RNDN);
        mpfr_mul(r24980, r24975, r24979, MPFR_RNDN);
        mpfr_sub(r24981, r24978, r24980, MPFR_RNDN);
        return mpfr_get_d(r24981, MPFR_RNDN);
}

static mpfr_t r24982, r24983, r24984, r24985, r24986, r24987, r24988, r24989;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r24982, "1", 10, MPFR_RNDN);
        mpfr_init(r24983);
        mpfr_init(r24984);
        mpfr_init(r24985);
        mpfr_init(r24986);
        mpfr_init(r24987);
        mpfr_init(r24988);
        mpfr_init(r24989);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r24983, x, MPFR_RNDN);
        mpfr_exp(r24984, r24983, MPFR_RNDN);
        mpfr_add(r24985, r24982, r24984, MPFR_RNDN);
        mpfr_log(r24986, r24985, MPFR_RNDN);
        mpfr_set_d(r24987, y, MPFR_RNDN);
        mpfr_mul(r24988, r24983, r24987, MPFR_RNDN);
        mpfr_sub(r24989, r24986, r24988, MPFR_RNDN);
        return mpfr_get_d(r24989, MPFR_RNDN);
}