#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 r24953 = 1;
        float r24954 = x;
        float r24955 = exp(r24954);
        float r24956 = r24953 + r24955;
        float r24957 = log(r24956);
        float r24958 = y;
        float r24959 = r24954 * r24958;
        float r24960 = r24957 - r24959;
        return r24960;
}

double f_id(double x, double y) {
        double r24961 = 1;
        double r24962 = x;
        double r24963 = exp(r24962);
        double r24964 = r24961 + r24963;
        double r24965 = log(r24964);
        double r24966 = y;
        double r24967 = r24962 * r24966;
        double r24968 = r24965 - r24967;
        return r24968;
}


double f_of(float x, float y) {
        float r24969 = 1;
        float r24970 = x;
        float r24971 = exp(r24970);
        float r24972 = r24969 + r24971;
        float r24973 = log(r24972);
        float r24974 = y;
        float r24975 = r24970 * r24974;
        float r24976 = r24973 - r24975;
        return r24976;
}

double f_od(double x, double y) {
        double r24977 = 1;
        double r24978 = x;
        double r24979 = exp(r24978);
        double r24980 = r24977 + r24979;
        double r24981 = log(r24980);
        double r24982 = y;
        double r24983 = r24978 * r24982;
        double r24984 = r24981 - r24983;
        return r24984;
}

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 r24985, r24986, r24987, r24988, r24989, r24990, r24991, r24992;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r24985, "1", 10, MPFR_RNDN);
        mpfr_init(r24986);
        mpfr_init(r24987);
        mpfr_init(r24988);
        mpfr_init(r24989);
        mpfr_init(r24990);
        mpfr_init(r24991);
        mpfr_init(r24992);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24986, x, MPFR_RNDN);
        mpfr_exp(r24987, r24986, MPFR_RNDN);
        mpfr_add(r24988, r24985, r24987, MPFR_RNDN);
        mpfr_log(r24989, r24988, MPFR_RNDN);
        mpfr_set_d(r24990, y, MPFR_RNDN);
        mpfr_mul(r24991, r24986, r24990, MPFR_RNDN);
        mpfr_sub(r24992, r24989, r24991, MPFR_RNDN);
        return mpfr_get_d(r24992, MPFR_RNDN);
}

static mpfr_t r24993, r24994, r24995, r24996, r24997, r24998, r24999, r25000;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r24993, "1", 10, MPFR_RNDN);
        mpfr_init(r24994);
        mpfr_init(r24995);
        mpfr_init(r24996);
        mpfr_init(r24997);
        mpfr_init(r24998);
        mpfr_init(r24999);
        mpfr_init(r25000);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r24994, x, MPFR_RNDN);
        mpfr_exp(r24995, r24994, MPFR_RNDN);
        mpfr_add(r24996, r24993, r24995, MPFR_RNDN);
        mpfr_log(r24997, r24996, MPFR_RNDN);
        mpfr_set_d(r24998, y, MPFR_RNDN);
        mpfr_mul(r24999, r24994, r24998, MPFR_RNDN);
        mpfr_sub(r25000, r24997, r24999, MPFR_RNDN);
        return mpfr_get_d(r25000, MPFR_RNDN);
}

static mpfr_t r25001, r25002, r25003, r25004, r25005, r25006, r25007, r25008;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r25001, "1", 10, MPFR_RNDN);
        mpfr_init(r25002);
        mpfr_init(r25003);
        mpfr_init(r25004);
        mpfr_init(r25005);
        mpfr_init(r25006);
        mpfr_init(r25007);
        mpfr_init(r25008);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r25002, x, MPFR_RNDN);
        mpfr_exp(r25003, r25002, MPFR_RNDN);
        mpfr_add(r25004, r25001, r25003, MPFR_RNDN);
        mpfr_log(r25005, r25004, MPFR_RNDN);
        mpfr_set_d(r25006, y, MPFR_RNDN);
        mpfr_mul(r25007, r25002, r25006, MPFR_RNDN);
        mpfr_sub(r25008, r25005, r25007, MPFR_RNDN);
        return mpfr_get_d(r25008, MPFR_RNDN);
}