#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 r24964 = 1;
        float r24965 = x;
        float r24966 = exp(r24965);
        float r24967 = r24964 + r24966;
        float r24968 = log(r24967);
        float r24969 = y;
        float r24970 = r24965 * r24969;
        float r24971 = r24968 - r24970;
        return r24971;
}

double f_id(double x, double y) {
        double r24972 = 1;
        double r24973 = x;
        double r24974 = exp(r24973);
        double r24975 = r24972 + r24974;
        double r24976 = log(r24975);
        double r24977 = y;
        double r24978 = r24973 * r24977;
        double r24979 = r24976 - r24978;
        return r24979;
}


double f_of(float x, float y) {
        float r24980 = 1;
        float r24981 = x;
        float r24982 = exp(r24981);
        float r24983 = r24980 + r24982;
        float r24984 = sqrt(r24983);
        float r24985 = log(r24984);
        float r24986 = r24985 + r24985;
        float r24987 = y;
        float r24988 = r24981 * r24987;
        float r24989 = r24986 - r24988;
        return r24989;
}

double f_od(double x, double y) {
        double r24990 = 1;
        double r24991 = x;
        double r24992 = exp(r24991);
        double r24993 = r24990 + r24992;
        double r24994 = sqrt(r24993);
        double r24995 = log(r24994);
        double r24996 = r24995 + r24995;
        double r24997 = y;
        double r24998 = r24991 * r24997;
        double r24999 = r24996 - r24998;
        return r24999;
}

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 r25000, r25001, r25002, r25003, r25004, r25005, r25006, r25007;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(848);
        mpfr_init_set_str(r25000, "1", 10, MPFR_RNDN);
        mpfr_init(r25001);
        mpfr_init(r25002);
        mpfr_init(r25003);
        mpfr_init(r25004);
        mpfr_init(r25005);
        mpfr_init(r25006);
        mpfr_init(r25007);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r25001, x, MPFR_RNDN);
        mpfr_exp(r25002, r25001, MPFR_RNDN);
        mpfr_add(r25003, r25000, r25002, MPFR_RNDN);
        mpfr_log(r25004, r25003, MPFR_RNDN);
        mpfr_set_d(r25005, y, MPFR_RNDN);
        mpfr_mul(r25006, r25001, r25005, MPFR_RNDN);
        mpfr_sub(r25007, r25004, r25006, MPFR_RNDN);
        return mpfr_get_d(r25007, MPFR_RNDN);
}

static mpfr_t r25008, r25009, r25010, r25011, r25012, r25013, r25014, r25015, r25016, r25017;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(848);
        mpfr_init_set_str(r25008, "1", 10, MPFR_RNDN);
        mpfr_init(r25009);
        mpfr_init(r25010);
        mpfr_init(r25011);
        mpfr_init(r25012);
        mpfr_init(r25013);
        mpfr_init(r25014);
        mpfr_init(r25015);
        mpfr_init(r25016);
        mpfr_init(r25017);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r25009, x, MPFR_RNDN);
        mpfr_exp(r25010, r25009, MPFR_RNDN);
        mpfr_add(r25011, r25008, r25010, MPFR_RNDN);
        mpfr_sqrt(r25012, r25011, MPFR_RNDN);
        mpfr_log(r25013, r25012, MPFR_RNDN);
        mpfr_add(r25014, r25013, r25013, MPFR_RNDN);
        mpfr_set_d(r25015, y, MPFR_RNDN);
        mpfr_mul(r25016, r25009, r25015, MPFR_RNDN);
        mpfr_sub(r25017, r25014, r25016, MPFR_RNDN);
        return mpfr_get_d(r25017, MPFR_RNDN);
}

static mpfr_t r25018, r25019, r25020, r25021, r25022, r25023, r25024, r25025, r25026, r25027;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(848);
        mpfr_init_set_str(r25018, "1", 10, MPFR_RNDN);
        mpfr_init(r25019);
        mpfr_init(r25020);
        mpfr_init(r25021);
        mpfr_init(r25022);
        mpfr_init(r25023);
        mpfr_init(r25024);
        mpfr_init(r25025);
        mpfr_init(r25026);
        mpfr_init(r25027);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r25019, x, MPFR_RNDN);
        mpfr_exp(r25020, r25019, MPFR_RNDN);
        mpfr_add(r25021, r25018, r25020, MPFR_RNDN);
        mpfr_sqrt(r25022, r25021, MPFR_RNDN);
        mpfr_log(r25023, r25022, MPFR_RNDN);
        mpfr_add(r25024, r25023, r25023, MPFR_RNDN);
        mpfr_set_d(r25025, y, MPFR_RNDN);
        mpfr_mul(r25026, r25019, r25025, MPFR_RNDN);
        mpfr_sub(r25027, r25024, r25026, MPFR_RNDN);
        return mpfr_get_d(r25027, MPFR_RNDN);
}