#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 r25026 = 1;
        float r25027 = x;
        float r25028 = exp(r25027);
        float r25029 = r25026 + r25028;
        float r25030 = log(r25029);
        float r25031 = y;
        float r25032 = r25027 * r25031;
        float r25033 = r25030 - r25032;
        return r25033;
}

double f_id(double x, double y) {
        double r25034 = 1;
        double r25035 = x;
        double r25036 = exp(r25035);
        double r25037 = r25034 + r25036;
        double r25038 = log(r25037);
        double r25039 = y;
        double r25040 = r25035 * r25039;
        double r25041 = r25038 - r25040;
        return r25041;
}


double f_of(float x, float y) {
        float r25042 = 1;
        float r25043 = x;
        float r25044 = exp(r25043);
        float r25045 = r25042 + r25044;
        float r25046 = sqrt(r25045);
        float r25047 = log(r25046);
        float r25048 = sqrt(r25046);
        float r25049 = log(r25048);
        float r25050 = r25049 + r25049;
        float r25051 = r25047 + r25050;
        float r25052 = y;
        float r25053 = r25043 * r25052;
        float r25054 = r25051 - r25053;
        return r25054;
}

double f_od(double x, double y) {
        double r25055 = 1;
        double r25056 = x;
        double r25057 = exp(r25056);
        double r25058 = r25055 + r25057;
        double r25059 = sqrt(r25058);
        double r25060 = log(r25059);
        double r25061 = sqrt(r25059);
        double r25062 = log(r25061);
        double r25063 = r25062 + r25062;
        double r25064 = r25060 + r25063;
        double r25065 = y;
        double r25066 = r25056 * r25065;
        double r25067 = r25064 - r25066;
        return r25067;
}

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 r25068, r25069, r25070, r25071, r25072, r25073, r25074, r25075;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r25068, "1", 10, MPFR_RNDN);
        mpfr_init(r25069);
        mpfr_init(r25070);
        mpfr_init(r25071);
        mpfr_init(r25072);
        mpfr_init(r25073);
        mpfr_init(r25074);
        mpfr_init(r25075);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r25069, x, MPFR_RNDN);
        mpfr_exp(r25070, r25069, MPFR_RNDN);
        mpfr_add(r25071, r25068, r25070, MPFR_RNDN);
        mpfr_log(r25072, r25071, MPFR_RNDN);
        mpfr_set_d(r25073, y, MPFR_RNDN);
        mpfr_mul(r25074, r25069, r25073, MPFR_RNDN);
        mpfr_sub(r25075, r25072, r25074, MPFR_RNDN);
        return mpfr_get_d(r25075, MPFR_RNDN);
}

static mpfr_t r25076, r25077, r25078, r25079, r25080, r25081, r25082, r25083, r25084, r25085, r25086, r25087, r25088;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r25076, "1", 10, MPFR_RNDN);
        mpfr_init(r25077);
        mpfr_init(r25078);
        mpfr_init(r25079);
        mpfr_init(r25080);
        mpfr_init(r25081);
        mpfr_init(r25082);
        mpfr_init(r25083);
        mpfr_init(r25084);
        mpfr_init(r25085);
        mpfr_init(r25086);
        mpfr_init(r25087);
        mpfr_init(r25088);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r25077, x, MPFR_RNDN);
        mpfr_exp(r25078, r25077, MPFR_RNDN);
        mpfr_add(r25079, r25076, r25078, MPFR_RNDN);
        mpfr_sqrt(r25080, r25079, MPFR_RNDN);
        mpfr_log(r25081, r25080, MPFR_RNDN);
        mpfr_sqrt(r25082, r25080, MPFR_RNDN);
        mpfr_log(r25083, r25082, MPFR_RNDN);
        mpfr_add(r25084, r25083, r25083, MPFR_RNDN);
        mpfr_add(r25085, r25081, r25084, MPFR_RNDN);
        mpfr_set_d(r25086, y, MPFR_RNDN);
        mpfr_mul(r25087, r25077, r25086, MPFR_RNDN);
        mpfr_sub(r25088, r25085, r25087, MPFR_RNDN);
        return mpfr_get_d(r25088, MPFR_RNDN);
}

static mpfr_t r25089, r25090, r25091, r25092, r25093, r25094, r25095, r25096, r25097, r25098, r25099, r25100, r25101;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r25089, "1", 10, MPFR_RNDN);
        mpfr_init(r25090);
        mpfr_init(r25091);
        mpfr_init(r25092);
        mpfr_init(r25093);
        mpfr_init(r25094);
        mpfr_init(r25095);
        mpfr_init(r25096);
        mpfr_init(r25097);
        mpfr_init(r25098);
        mpfr_init(r25099);
        mpfr_init(r25100);
        mpfr_init(r25101);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r25090, x, MPFR_RNDN);
        mpfr_exp(r25091, r25090, MPFR_RNDN);
        mpfr_add(r25092, r25089, r25091, MPFR_RNDN);
        mpfr_sqrt(r25093, r25092, MPFR_RNDN);
        mpfr_log(r25094, r25093, MPFR_RNDN);
        mpfr_sqrt(r25095, r25093, MPFR_RNDN);
        mpfr_log(r25096, r25095, MPFR_RNDN);
        mpfr_add(r25097, r25096, r25096, MPFR_RNDN);
        mpfr_add(r25098, r25094, r25097, MPFR_RNDN);
        mpfr_set_d(r25099, y, MPFR_RNDN);
        mpfr_mul(r25100, r25090, r25099, MPFR_RNDN);
        mpfr_sub(r25101, r25098, r25100, MPFR_RNDN);
        return mpfr_get_d(r25101, MPFR_RNDN);
}