#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 r23970 = 1;
        float r23971 = x;
        float r23972 = exp(r23971);
        float r23973 = r23970 + r23972;
        float r23974 = log(r23973);
        float r23975 = y;
        float r23976 = r23971 * r23975;
        float r23977 = r23974 - r23976;
        return r23977;
}

double f_id(double x, double y) {
        double r23978 = 1;
        double r23979 = x;
        double r23980 = exp(r23979);
        double r23981 = r23978 + r23980;
        double r23982 = log(r23981);
        double r23983 = y;
        double r23984 = r23979 * r23983;
        double r23985 = r23982 - r23984;
        return r23985;
}


double f_of(float x, float y) {
        float r23986 = 1;
        float r23987 = x;
        float r23988 = exp(r23987);
        float r23989 = 3;
        float r23990 = pow(r23988, r23989);
        float r23991 = r23986 + r23990;
        float r23992 = log(r23991);
        float r23993 = r23988 * r23988;
        float r23994 = r23986 - r23988;
        float r23995 = r23993 + r23994;
        float r23996 = log(r23995);
        float r23997 = r23992 - r23996;
        float r23998 = y;
        float r23999 = r23987 * r23998;
        float r24000 = r23997 - r23999;
        return r24000;
}

double f_od(double x, double y) {
        double r24001 = 1;
        double r24002 = x;
        double r24003 = exp(r24002);
        double r24004 = 3;
        double r24005 = pow(r24003, r24004);
        double r24006 = r24001 + r24005;
        double r24007 = log(r24006);
        double r24008 = r24003 * r24003;
        double r24009 = r24001 - r24003;
        double r24010 = r24008 + r24009;
        double r24011 = log(r24010);
        double r24012 = r24007 - r24011;
        double r24013 = y;
        double r24014 = r24002 * r24013;
        double r24015 = r24012 - r24014;
        return r24015;
}

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 r24016, r24017, r24018, r24019, r24020, r24021, r24022, r24023;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r24016, "1", 10, MPFR_RNDN);
        mpfr_init(r24017);
        mpfr_init(r24018);
        mpfr_init(r24019);
        mpfr_init(r24020);
        mpfr_init(r24021);
        mpfr_init(r24022);
        mpfr_init(r24023);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24017, x, MPFR_RNDN);
        mpfr_exp(r24018, r24017, MPFR_RNDN);
        mpfr_add(r24019, r24016, r24018, MPFR_RNDN);
        mpfr_log(r24020, r24019, MPFR_RNDN);
        mpfr_set_d(r24021, y, MPFR_RNDN);
        mpfr_mul(r24022, r24017, r24021, MPFR_RNDN);
        mpfr_sub(r24023, r24020, r24022, MPFR_RNDN);
        return mpfr_get_d(r24023, MPFR_RNDN);
}

static mpfr_t r24024, r24025, r24026, r24027, r24028, r24029, r24030, r24031, r24032, r24033, r24034, r24035, r24036, r24037, r24038;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r24024, "1", 10, MPFR_RNDN);
        mpfr_init(r24025);
        mpfr_init(r24026);
        mpfr_init_set_str(r24027, "3", 10, MPFR_RNDN);
        mpfr_init(r24028);
        mpfr_init(r24029);
        mpfr_init(r24030);
        mpfr_init(r24031);
        mpfr_init(r24032);
        mpfr_init(r24033);
        mpfr_init(r24034);
        mpfr_init(r24035);
        mpfr_init(r24036);
        mpfr_init(r24037);
        mpfr_init(r24038);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r24025, x, MPFR_RNDN);
        mpfr_exp(r24026, r24025, MPFR_RNDN);
        ;
        mpfr_pow(r24028, r24026, r24027, MPFR_RNDN);
        mpfr_add(r24029, r24024, r24028, MPFR_RNDN);
        mpfr_log(r24030, r24029, MPFR_RNDN);
        mpfr_mul(r24031, r24026, r24026, MPFR_RNDN);
        mpfr_sub(r24032, r24024, r24026, MPFR_RNDN);
        mpfr_add(r24033, r24031, r24032, MPFR_RNDN);
        mpfr_log(r24034, r24033, MPFR_RNDN);
        mpfr_sub(r24035, r24030, r24034, MPFR_RNDN);
        mpfr_set_d(r24036, y, MPFR_RNDN);
        mpfr_mul(r24037, r24025, r24036, MPFR_RNDN);
        mpfr_sub(r24038, r24035, r24037, MPFR_RNDN);
        return mpfr_get_d(r24038, MPFR_RNDN);
}

static mpfr_t r24039, r24040, r24041, r24042, r24043, r24044, r24045, r24046, r24047, r24048, r24049, r24050, r24051, r24052, r24053;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r24039, "1", 10, MPFR_RNDN);
        mpfr_init(r24040);
        mpfr_init(r24041);
        mpfr_init_set_str(r24042, "3", 10, MPFR_RNDN);
        mpfr_init(r24043);
        mpfr_init(r24044);
        mpfr_init(r24045);
        mpfr_init(r24046);
        mpfr_init(r24047);
        mpfr_init(r24048);
        mpfr_init(r24049);
        mpfr_init(r24050);
        mpfr_init(r24051);
        mpfr_init(r24052);
        mpfr_init(r24053);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r24040, x, MPFR_RNDN);
        mpfr_exp(r24041, r24040, MPFR_RNDN);
        ;
        mpfr_pow(r24043, r24041, r24042, MPFR_RNDN);
        mpfr_add(r24044, r24039, r24043, MPFR_RNDN);
        mpfr_log(r24045, r24044, MPFR_RNDN);
        mpfr_mul(r24046, r24041, r24041, MPFR_RNDN);
        mpfr_sub(r24047, r24039, r24041, MPFR_RNDN);
        mpfr_add(r24048, r24046, r24047, MPFR_RNDN);
        mpfr_log(r24049, r24048, MPFR_RNDN);
        mpfr_sub(r24050, r24045, r24049, MPFR_RNDN);
        mpfr_set_d(r24051, y, MPFR_RNDN);
        mpfr_mul(r24052, r24040, r24051, MPFR_RNDN);
        mpfr_sub(r24053, r24050, r24052, MPFR_RNDN);
        return mpfr_get_d(r24053, MPFR_RNDN);
}