#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 r24982 = 1;
        float r24983 = x;
        float r24984 = exp(r24983);
        float r24985 = r24982 + r24984;
        float r24986 = log(r24985);
        float r24987 = y;
        float r24988 = r24983 * r24987;
        float r24989 = r24986 - r24988;
        return r24989;
}

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


double f_of(float x, float y) {
        float r24998 = x;
        float r24999 = exp(r24998);
        float r25000 = log1p(r24999);
        float r25001 = y;
        float r25002 = r25001 * r24998;
        float r25003 = r25000 - r25002;
        float r25004 = -r24998;
        float r25005 = r24998 * r25001;
        float r25006 = fma(r25004, r25001, r25005);
        float r25007 = r25003 + r25006;
        float r25008 = -r25001;
        float r25009 = fma(r25008, r24998, r25002);
        float r25010 = r25007 + r25009;
        return r25010;
}

double f_od(double x, double y) {
        double r25011 = x;
        double r25012 = exp(r25011);
        double r25013 = log1p(r25012);
        double r25014 = y;
        double r25015 = r25014 * r25011;
        double r25016 = r25013 - r25015;
        double r25017 = -r25011;
        double r25018 = r25011 * r25014;
        double r25019 = fma(r25017, r25014, r25018);
        double r25020 = r25016 + r25019;
        double r25021 = -r25014;
        double r25022 = fma(r25021, r25011, r25015);
        double r25023 = r25020 + r25022;
        return r25023;
}

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 r25024, r25025, r25026, r25027, r25028, r25029, r25030, r25031;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(848);
        mpfr_init_set_str(r25024, "1", 10, MPFR_RNDN);
        mpfr_init(r25025);
        mpfr_init(r25026);
        mpfr_init(r25027);
        mpfr_init(r25028);
        mpfr_init(r25029);
        mpfr_init(r25030);
        mpfr_init(r25031);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r25025, x, MPFR_RNDN);
        mpfr_exp(r25026, r25025, MPFR_RNDN);
        mpfr_add(r25027, r25024, r25026, MPFR_RNDN);
        mpfr_log(r25028, r25027, MPFR_RNDN);
        mpfr_set_d(r25029, y, MPFR_RNDN);
        mpfr_mul(r25030, r25025, r25029, MPFR_RNDN);
        mpfr_sub(r25031, r25028, r25030, MPFR_RNDN);
        return mpfr_get_d(r25031, MPFR_RNDN);
}

static mpfr_t r25032, r25033, r25034, r25035, r25036, r25037, r25038, r25039, r25040, r25041, r25042, r25043, r25044;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(848);
        mpfr_init(r25032);
        mpfr_init(r25033);
        mpfr_init(r25034);
        mpfr_init(r25035);
        mpfr_init(r25036);
        mpfr_init(r25037);
        mpfr_init(r25038);
        mpfr_init(r25039);
        mpfr_init(r25040);
        mpfr_init(r25041);
        mpfr_init(r25042);
        mpfr_init(r25043);
        mpfr_init(r25044);
}

double f_fm(double x, double y) {
        mpfr_set_d(r25032, x, MPFR_RNDN);
        mpfr_exp(r25033, r25032, MPFR_RNDN);
        mpfr_log1p(r25034, r25033, MPFR_RNDN);
        mpfr_set_d(r25035, y, MPFR_RNDN);
        mpfr_mul(r25036, r25035, r25032, MPFR_RNDN);
        mpfr_sub(r25037, r25034, r25036, MPFR_RNDN);
        mpfr_neg(r25038, r25032, MPFR_RNDN);
        mpfr_mul(r25039, r25032, r25035, MPFR_RNDN);
        mpfr_fma(r25040, r25038, r25035, r25039, MPFR_RNDN);
        mpfr_add(r25041, r25037, r25040, MPFR_RNDN);
        mpfr_neg(r25042, r25035, MPFR_RNDN);
        mpfr_fma(r25043, r25042, r25032, r25036, MPFR_RNDN);
        mpfr_add(r25044, r25041, r25043, MPFR_RNDN);
        return mpfr_get_d(r25044, MPFR_RNDN);
}

static mpfr_t r25045, r25046, r25047, r25048, r25049, r25050, r25051, r25052, r25053, r25054, r25055, r25056, r25057;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(848);
        mpfr_init(r25045);
        mpfr_init(r25046);
        mpfr_init(r25047);
        mpfr_init(r25048);
        mpfr_init(r25049);
        mpfr_init(r25050);
        mpfr_init(r25051);
        mpfr_init(r25052);
        mpfr_init(r25053);
        mpfr_init(r25054);
        mpfr_init(r25055);
        mpfr_init(r25056);
        mpfr_init(r25057);
}

double f_dm(double x, double y) {
        mpfr_set_d(r25045, x, MPFR_RNDN);
        mpfr_exp(r25046, r25045, MPFR_RNDN);
        mpfr_log1p(r25047, r25046, MPFR_RNDN);
        mpfr_set_d(r25048, y, MPFR_RNDN);
        mpfr_mul(r25049, r25048, r25045, MPFR_RNDN);
        mpfr_sub(r25050, r25047, r25049, MPFR_RNDN);
        mpfr_neg(r25051, r25045, MPFR_RNDN);
        mpfr_mul(r25052, r25045, r25048, MPFR_RNDN);
        mpfr_fma(r25053, r25051, r25048, r25052, MPFR_RNDN);
        mpfr_add(r25054, r25050, r25053, MPFR_RNDN);
        mpfr_neg(r25055, r25048, MPFR_RNDN);
        mpfr_fma(r25056, r25055, r25045, r25049, MPFR_RNDN);
        mpfr_add(r25057, r25054, r25056, MPFR_RNDN);
        return mpfr_get_d(r25057, MPFR_RNDN);
}