#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 r24943 = 1;
        float r24944 = x;
        float r24945 = exp(r24944);
        float r24946 = r24943 + r24945;
        float r24947 = log(r24946);
        float r24948 = y;
        float r24949 = r24944 * r24948;
        float r24950 = r24947 - r24949;
        return r24950;
}

double f_id(double x, double y) {
        double r24951 = 1;
        double r24952 = x;
        double r24953 = exp(r24952);
        double r24954 = r24951 + r24953;
        double r24955 = log(r24954);
        double r24956 = y;
        double r24957 = r24952 * r24956;
        double r24958 = r24955 - r24957;
        return r24958;
}


double f_of(float x, float y) {
        float r24959 = 1;
        float r24960 = x;
        float r24961 = exp(r24960);
        float r24962 = r24959 + r24961;
        float r24963 = log(r24962);
        float r24964 = y;
        float r24965 = r24960 * r24964;
        float r24966 = r24963 - r24965;
        return r24966;
}

double f_od(double x, double y) {
        double r24967 = 1;
        double r24968 = x;
        double r24969 = exp(r24968);
        double r24970 = r24967 + r24969;
        double r24971 = log(r24970);
        double r24972 = y;
        double r24973 = r24968 * r24972;
        double r24974 = r24971 - r24973;
        return r24974;
}

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 r24975, r24976, r24977, r24978, r24979, r24980, r24981, r24982;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(1104);
        mpfr_init_set_str(r24975, "1", 10, MPFR_RNDN);
        mpfr_init(r24976);
        mpfr_init(r24977);
        mpfr_init(r24978);
        mpfr_init(r24979);
        mpfr_init(r24980);
        mpfr_init(r24981);
        mpfr_init(r24982);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24976, x, MPFR_RNDN);
        mpfr_exp(r24977, r24976, MPFR_RNDN);
        mpfr_add(r24978, r24975, r24977, MPFR_RNDN);
        mpfr_log(r24979, r24978, MPFR_RNDN);
        mpfr_set_d(r24980, y, MPFR_RNDN);
        mpfr_mul(r24981, r24976, r24980, MPFR_RNDN);
        mpfr_sub(r24982, r24979, r24981, MPFR_RNDN);
        return mpfr_get_d(r24982, MPFR_RNDN);
}

static mpfr_t r24983, r24984, r24985, r24986, r24987, r24988, r24989, r24990;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(1104);
        mpfr_init_set_str(r24983, "1", 10, MPFR_RNDN);
        mpfr_init(r24984);
        mpfr_init(r24985);
        mpfr_init(r24986);
        mpfr_init(r24987);
        mpfr_init(r24988);
        mpfr_init(r24989);
        mpfr_init(r24990);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r24984, x, MPFR_RNDN);
        mpfr_exp(r24985, r24984, MPFR_RNDN);
        mpfr_add(r24986, r24983, r24985, MPFR_RNDN);
        mpfr_log(r24987, r24986, MPFR_RNDN);
        mpfr_set_d(r24988, y, MPFR_RNDN);
        mpfr_mul(r24989, r24984, r24988, MPFR_RNDN);
        mpfr_sub(r24990, r24987, r24989, MPFR_RNDN);
        return mpfr_get_d(r24990, MPFR_RNDN);
}

static mpfr_t r24991, r24992, r24993, r24994, r24995, r24996, r24997, r24998;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(1104);
        mpfr_init_set_str(r24991, "1", 10, MPFR_RNDN);
        mpfr_init(r24992);
        mpfr_init(r24993);
        mpfr_init(r24994);
        mpfr_init(r24995);
        mpfr_init(r24996);
        mpfr_init(r24997);
        mpfr_init(r24998);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r24992, x, MPFR_RNDN);
        mpfr_exp(r24993, r24992, MPFR_RNDN);
        mpfr_add(r24994, r24991, r24993, MPFR_RNDN);
        mpfr_log(r24995, r24994, MPFR_RNDN);
        mpfr_set_d(r24996, y, MPFR_RNDN);
        mpfr_mul(r24997, r24992, r24996, MPFR_RNDN);
        mpfr_sub(r24998, r24995, r24997, MPFR_RNDN);
        return mpfr_get_d(r24998, MPFR_RNDN);
}