#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 r25095 = 1;
        float r25096 = x;
        float r25097 = exp(r25096);
        float r25098 = r25095 + r25097;
        float r25099 = log(r25098);
        float r25100 = y;
        float r25101 = r25096 * r25100;
        float r25102 = r25099 - r25101;
        return r25102;
}

double f_id(double x, double y) {
        double r25103 = 1;
        double r25104 = x;
        double r25105 = exp(r25104);
        double r25106 = r25103 + r25105;
        double r25107 = log(r25106);
        double r25108 = y;
        double r25109 = r25104 * r25108;
        double r25110 = r25107 - r25109;
        return r25110;
}


double f_of(float x, float y) {
        float r25111 = 1;
        float r25112 = x;
        float r25113 = exp(r25112);
        float r25114 = r25111 + r25113;
        float r25115 = sqrt(r25114);
        float r25116 = log(r25115);
        float r25117 = y;
        float r25118 = r25112 * r25117;
        float r25119 = r25116 - r25118;
        float r25120 = r25116 + r25119;
        return r25120;
}

double f_od(double x, double y) {
        double r25121 = 1;
        double r25122 = x;
        double r25123 = exp(r25122);
        double r25124 = r25121 + r25123;
        double r25125 = sqrt(r25124);
        double r25126 = log(r25125);
        double r25127 = y;
        double r25128 = r25122 * r25127;
        double r25129 = r25126 - r25128;
        double r25130 = r25126 + r25129;
        return r25130;
}

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 r25131, r25132, r25133, r25134, r25135, r25136, r25137, r25138;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r25131, "1", 10, MPFR_RNDN);
        mpfr_init(r25132);
        mpfr_init(r25133);
        mpfr_init(r25134);
        mpfr_init(r25135);
        mpfr_init(r25136);
        mpfr_init(r25137);
        mpfr_init(r25138);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r25132, x, MPFR_RNDN);
        mpfr_exp(r25133, r25132, MPFR_RNDN);
        mpfr_add(r25134, r25131, r25133, MPFR_RNDN);
        mpfr_log(r25135, r25134, MPFR_RNDN);
        mpfr_set_d(r25136, y, MPFR_RNDN);
        mpfr_mul(r25137, r25132, r25136, MPFR_RNDN);
        mpfr_sub(r25138, r25135, r25137, MPFR_RNDN);
        return mpfr_get_d(r25138, MPFR_RNDN);
}

static mpfr_t r25139, r25140, r25141, r25142, r25143, r25144, r25145, r25146, r25147, r25148;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r25139, "1", 10, MPFR_RNDN);
        mpfr_init(r25140);
        mpfr_init(r25141);
        mpfr_init(r25142);
        mpfr_init(r25143);
        mpfr_init(r25144);
        mpfr_init(r25145);
        mpfr_init(r25146);
        mpfr_init(r25147);
        mpfr_init(r25148);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r25140, x, MPFR_RNDN);
        mpfr_exp(r25141, r25140, MPFR_RNDN);
        mpfr_add(r25142, r25139, r25141, MPFR_RNDN);
        mpfr_sqrt(r25143, r25142, MPFR_RNDN);
        mpfr_log(r25144, r25143, MPFR_RNDN);
        mpfr_set_d(r25145, y, MPFR_RNDN);
        mpfr_mul(r25146, r25140, r25145, MPFR_RNDN);
        mpfr_sub(r25147, r25144, r25146, MPFR_RNDN);
        mpfr_add(r25148, r25144, r25147, MPFR_RNDN);
        return mpfr_get_d(r25148, MPFR_RNDN);
}

static mpfr_t r25149, r25150, r25151, r25152, r25153, r25154, r25155, r25156, r25157, r25158;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r25149, "1", 10, MPFR_RNDN);
        mpfr_init(r25150);
        mpfr_init(r25151);
        mpfr_init(r25152);
        mpfr_init(r25153);
        mpfr_init(r25154);
        mpfr_init(r25155);
        mpfr_init(r25156);
        mpfr_init(r25157);
        mpfr_init(r25158);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r25150, x, MPFR_RNDN);
        mpfr_exp(r25151, r25150, MPFR_RNDN);
        mpfr_add(r25152, r25149, r25151, MPFR_RNDN);
        mpfr_sqrt(r25153, r25152, MPFR_RNDN);
        mpfr_log(r25154, r25153, MPFR_RNDN);
        mpfr_set_d(r25155, y, MPFR_RNDN);
        mpfr_mul(r25156, r25150, r25155, MPFR_RNDN);
        mpfr_sub(r25157, r25154, r25156, MPFR_RNDN);
        mpfr_add(r25158, r25154, r25157, MPFR_RNDN);
        return mpfr_get_d(r25158, MPFR_RNDN);
}