#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 r24864 = 1;
        float r24865 = x;
        float r24866 = exp(r24865);
        float r24867 = r24864 + r24866;
        float r24868 = log(r24867);
        float r24869 = y;
        float r24870 = r24865 * r24869;
        float r24871 = r24868 - r24870;
        return r24871;
}

double f_id(double x, double y) {
        double r24872 = 1;
        double r24873 = x;
        double r24874 = exp(r24873);
        double r24875 = r24872 + r24874;
        double r24876 = log(r24875);
        double r24877 = y;
        double r24878 = r24873 * r24877;
        double r24879 = r24876 - r24878;
        return r24879;
}


double f_of(float x, float y) {
        float r24880 = x;
        float r24881 = -3.122162421299454e-16;
        bool r24882 = r24880 <= r24881;
        float r24883 = 1;
        float r24884 = exp(r24880);
        float r24885 = r24883 + r24884;
        float r24886 = sqrt(r24885);
        float r24887 = log(r24886);
        float r24888 = r24887 + r24887;
        float r24889 = y;
        float r24890 = r24880 * r24889;
        float r24891 = r24888 - r24890;
        float r24892 = 1/8;
        float r24893 = r24880 * r24892;
        float r24894 = 1/2;
        float r24895 = r24894 - r24889;
        float r24896 = r24893 + r24895;
        float r24897 = r24896 * r24880;
        float r24898 = 2;
        float r24899 = log(r24898);
        float r24900 = r24897 + r24899;
        float r24901 = r24882 ? r24891 : r24900;
        return r24901;
}

double f_od(double x, double y) {
        double r24902 = x;
        double r24903 = -3.122162421299454e-16;
        bool r24904 = r24902 <= r24903;
        double r24905 = 1;
        double r24906 = exp(r24902);
        double r24907 = r24905 + r24906;
        double r24908 = sqrt(r24907);
        double r24909 = log(r24908);
        double r24910 = r24909 + r24909;
        double r24911 = y;
        double r24912 = r24902 * r24911;
        double r24913 = r24910 - r24912;
        double r24914 = 1/8;
        double r24915 = r24902 * r24914;
        double r24916 = 1/2;
        double r24917 = r24916 - r24911;
        double r24918 = r24915 + r24917;
        double r24919 = r24918 * r24902;
        double r24920 = 2;
        double r24921 = log(r24920);
        double r24922 = r24919 + r24921;
        double r24923 = r24904 ? r24913 : r24922;
        return r24923;
}

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 r24924, r24925, r24926, r24927, r24928, r24929, r24930, r24931;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r24924, "1", 10, MPFR_RNDN);
        mpfr_init(r24925);
        mpfr_init(r24926);
        mpfr_init(r24927);
        mpfr_init(r24928);
        mpfr_init(r24929);
        mpfr_init(r24930);
        mpfr_init(r24931);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24925, x, MPFR_RNDN);
        mpfr_exp(r24926, r24925, MPFR_RNDN);
        mpfr_add(r24927, r24924, r24926, MPFR_RNDN);
        mpfr_log(r24928, r24927, MPFR_RNDN);
        mpfr_set_d(r24929, y, MPFR_RNDN);
        mpfr_mul(r24930, r24925, r24929, MPFR_RNDN);
        mpfr_sub(r24931, r24928, r24930, MPFR_RNDN);
        return mpfr_get_d(r24931, MPFR_RNDN);
}

static mpfr_t r24932, r24933, r24934, r24935, r24936, r24937, r24938, r24939, r24940, r24941, r24942, r24943, r24944, r24945, r24946, r24947, r24948, r24949, r24950, r24951, r24952, r24953;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(656);
        mpfr_init(r24932);
        mpfr_init_set_str(r24933, "-3.122162421299454e-16", 10, MPFR_RNDN);
        mpfr_init(r24934);
        mpfr_init_set_str(r24935, "1", 10, MPFR_RNDN);
        mpfr_init(r24936);
        mpfr_init(r24937);
        mpfr_init(r24938);
        mpfr_init(r24939);
        mpfr_init(r24940);
        mpfr_init(r24941);
        mpfr_init(r24942);
        mpfr_init(r24943);
        mpfr_init_set_str(r24944, "1/8", 10, MPFR_RNDN);
        mpfr_init(r24945);
        mpfr_init_set_str(r24946, "1/2", 10, MPFR_RNDN);
        mpfr_init(r24947);
        mpfr_init(r24948);
        mpfr_init(r24949);
        mpfr_init_set_str(r24950, "2", 10, MPFR_RNDN);
        mpfr_init(r24951);
        mpfr_init(r24952);
        mpfr_init(r24953);
}

double f_fm(double x, double y) {
        mpfr_set_d(r24932, x, MPFR_RNDN);
        ;
        mpfr_set_si(r24934, mpfr_cmp(r24932, r24933) <= 0, MPFR_RNDN);
        ;
        mpfr_exp(r24936, r24932, MPFR_RNDN);
        mpfr_add(r24937, r24935, r24936, MPFR_RNDN);
        mpfr_sqrt(r24938, r24937, MPFR_RNDN);
        mpfr_log(r24939, r24938, MPFR_RNDN);
        mpfr_add(r24940, r24939, r24939, MPFR_RNDN);
        mpfr_set_d(r24941, y, MPFR_RNDN);
        mpfr_mul(r24942, r24932, r24941, MPFR_RNDN);
        mpfr_sub(r24943, r24940, r24942, MPFR_RNDN);
        ;
        mpfr_mul(r24945, r24932, r24944, MPFR_RNDN);
        ;
        mpfr_sub(r24947, r24946, r24941, MPFR_RNDN);
        mpfr_add(r24948, r24945, r24947, MPFR_RNDN);
        mpfr_mul(r24949, r24948, r24932, MPFR_RNDN);
        ;
        mpfr_log(r24951, r24950, MPFR_RNDN);
        mpfr_add(r24952, r24949, r24951, MPFR_RNDN);
        if (mpfr_get_si(r24934, MPFR_RNDN)) { mpfr_set(r24953, r24943, MPFR_RNDN); } else { mpfr_set(r24953, r24952, MPFR_RNDN); };
        return mpfr_get_d(r24953, MPFR_RNDN);
}

static mpfr_t r24954, r24955, r24956, r24957, r24958, r24959, r24960, r24961, r24962, r24963, r24964, r24965, r24966, r24967, r24968, r24969, r24970, r24971, r24972, r24973, r24974, r24975;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(656);
        mpfr_init(r24954);
        mpfr_init_set_str(r24955, "-3.122162421299454e-16", 10, MPFR_RNDN);
        mpfr_init(r24956);
        mpfr_init_set_str(r24957, "1", 10, MPFR_RNDN);
        mpfr_init(r24958);
        mpfr_init(r24959);
        mpfr_init(r24960);
        mpfr_init(r24961);
        mpfr_init(r24962);
        mpfr_init(r24963);
        mpfr_init(r24964);
        mpfr_init(r24965);
        mpfr_init_set_str(r24966, "1/8", 10, MPFR_RNDN);
        mpfr_init(r24967);
        mpfr_init_set_str(r24968, "1/2", 10, MPFR_RNDN);
        mpfr_init(r24969);
        mpfr_init(r24970);
        mpfr_init(r24971);
        mpfr_init_set_str(r24972, "2", 10, MPFR_RNDN);
        mpfr_init(r24973);
        mpfr_init(r24974);
        mpfr_init(r24975);
}

double f_dm(double x, double y) {
        mpfr_set_d(r24954, x, MPFR_RNDN);
        ;
        mpfr_set_si(r24956, mpfr_cmp(r24954, r24955) <= 0, MPFR_RNDN);
        ;
        mpfr_exp(r24958, r24954, MPFR_RNDN);
        mpfr_add(r24959, r24957, r24958, MPFR_RNDN);
        mpfr_sqrt(r24960, r24959, MPFR_RNDN);
        mpfr_log(r24961, r24960, MPFR_RNDN);
        mpfr_add(r24962, r24961, r24961, MPFR_RNDN);
        mpfr_set_d(r24963, y, MPFR_RNDN);
        mpfr_mul(r24964, r24954, r24963, MPFR_RNDN);
        mpfr_sub(r24965, r24962, r24964, MPFR_RNDN);
        ;
        mpfr_mul(r24967, r24954, r24966, MPFR_RNDN);
        ;
        mpfr_sub(r24969, r24968, r24963, MPFR_RNDN);
        mpfr_add(r24970, r24967, r24969, MPFR_RNDN);
        mpfr_mul(r24971, r24970, r24954, MPFR_RNDN);
        ;
        mpfr_log(r24973, r24972, MPFR_RNDN);
        mpfr_add(r24974, r24971, r24973, MPFR_RNDN);
        if (mpfr_get_si(r24956, MPFR_RNDN)) { mpfr_set(r24975, r24965, MPFR_RNDN); } else { mpfr_set(r24975, r24974, MPFR_RNDN); };
        return mpfr_get_d(r24975, MPFR_RNDN);
}