#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 r25107 = 1;
        float r25108 = x;
        float r25109 = exp(r25108);
        float r25110 = r25107 + r25109;
        float r25111 = log(r25110);
        float r25112 = y;
        float r25113 = r25108 * r25112;
        float r25114 = r25111 - r25113;
        return r25114;
}

double f_id(double x, double y) {
        double r25115 = 1;
        double r25116 = x;
        double r25117 = exp(r25116);
        double r25118 = r25115 + r25117;
        double r25119 = log(r25118);
        double r25120 = y;
        double r25121 = r25116 * r25120;
        double r25122 = r25119 - r25121;
        return r25122;
}


double f_of(float x, float y) {
        float r25123 = 1;
        float r25124 = x;
        float r25125 = exp(r25124);
        float r25126 = r25123 + r25125;
        float r25127 = sqrt(r25126);
        float r25128 = log(r25127);
        float r25129 = y;
        float r25130 = r25124 * r25129;
        float r25131 = r25128 - r25130;
        float r25132 = r25128 + r25131;
        return r25132;
}

double f_od(double x, double y) {
        double r25133 = 1;
        double r25134 = x;
        double r25135 = exp(r25134);
        double r25136 = r25133 + r25135;
        double r25137 = sqrt(r25136);
        double r25138 = log(r25137);
        double r25139 = y;
        double r25140 = r25134 * r25139;
        double r25141 = r25138 - r25140;
        double r25142 = r25138 + r25141;
        return r25142;
}

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 r25143, r25144, r25145, r25146, r25147, r25148, r25149, r25150;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r25143, "1", 10, MPFR_RNDN);
        mpfr_init(r25144);
        mpfr_init(r25145);
        mpfr_init(r25146);
        mpfr_init(r25147);
        mpfr_init(r25148);
        mpfr_init(r25149);
        mpfr_init(r25150);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r25144, x, MPFR_RNDN);
        mpfr_exp(r25145, r25144, MPFR_RNDN);
        mpfr_add(r25146, r25143, r25145, MPFR_RNDN);
        mpfr_log(r25147, r25146, MPFR_RNDN);
        mpfr_set_d(r25148, y, MPFR_RNDN);
        mpfr_mul(r25149, r25144, r25148, MPFR_RNDN);
        mpfr_sub(r25150, r25147, r25149, MPFR_RNDN);
        return mpfr_get_d(r25150, MPFR_RNDN);
}

static mpfr_t r25151, r25152, r25153, r25154, r25155, r25156, r25157, r25158, r25159, r25160;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r25151, "1", 10, MPFR_RNDN);
        mpfr_init(r25152);
        mpfr_init(r25153);
        mpfr_init(r25154);
        mpfr_init(r25155);
        mpfr_init(r25156);
        mpfr_init(r25157);
        mpfr_init(r25158);
        mpfr_init(r25159);
        mpfr_init(r25160);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r25152, x, MPFR_RNDN);
        mpfr_exp(r25153, r25152, MPFR_RNDN);
        mpfr_add(r25154, r25151, r25153, MPFR_RNDN);
        mpfr_sqrt(r25155, r25154, MPFR_RNDN);
        mpfr_log(r25156, r25155, MPFR_RNDN);
        mpfr_set_d(r25157, y, MPFR_RNDN);
        mpfr_mul(r25158, r25152, r25157, MPFR_RNDN);
        mpfr_sub(r25159, r25156, r25158, MPFR_RNDN);
        mpfr_add(r25160, r25156, r25159, MPFR_RNDN);
        return mpfr_get_d(r25160, MPFR_RNDN);
}

static mpfr_t r25161, r25162, r25163, r25164, r25165, r25166, r25167, r25168, r25169, r25170;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r25161, "1", 10, MPFR_RNDN);
        mpfr_init(r25162);
        mpfr_init(r25163);
        mpfr_init(r25164);
        mpfr_init(r25165);
        mpfr_init(r25166);
        mpfr_init(r25167);
        mpfr_init(r25168);
        mpfr_init(r25169);
        mpfr_init(r25170);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r25162, x, MPFR_RNDN);
        mpfr_exp(r25163, r25162, MPFR_RNDN);
        mpfr_add(r25164, r25161, r25163, MPFR_RNDN);
        mpfr_sqrt(r25165, r25164, MPFR_RNDN);
        mpfr_log(r25166, r25165, MPFR_RNDN);
        mpfr_set_d(r25167, y, MPFR_RNDN);
        mpfr_mul(r25168, r25162, r25167, MPFR_RNDN);
        mpfr_sub(r25169, r25166, r25168, MPFR_RNDN);
        mpfr_add(r25170, r25166, r25169, MPFR_RNDN);
        return mpfr_get_d(r25170, MPFR_RNDN);
}