#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 r27183 = 1;
        float r27184 = x;
        float r27185 = exp(r27184);
        float r27186 = r27183 + r27185;
        float r27187 = log(r27186);
        float r27188 = y;
        float r27189 = r27184 * r27188;
        float r27190 = r27187 - r27189;
        return r27190;
}

double f_id(double x, double y) {
        double r27191 = 1;
        double r27192 = x;
        double r27193 = exp(r27192);
        double r27194 = r27191 + r27193;
        double r27195 = log(r27194);
        double r27196 = y;
        double r27197 = r27192 * r27196;
        double r27198 = r27195 - r27197;
        return r27198;
}


double f_of(float x, float y) {
        float r27199 = 1;
        float r27200 = x;
        float r27201 = exp(r27200);
        float r27202 = r27199 + r27201;
        float r27203 = log(r27202);
        float r27204 = y;
        float r27205 = r27200 * r27204;
        float r27206 = r27203 - r27205;
        return r27206;
}

double f_od(double x, double y) {
        double r27207 = 1;
        double r27208 = x;
        double r27209 = exp(r27208);
        double r27210 = r27207 + r27209;
        double r27211 = log(r27210);
        double r27212 = y;
        double r27213 = r27208 * r27212;
        double r27214 = r27211 - r27213;
        return r27214;
}

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 r27215, r27216, r27217, r27218, r27219, r27220, r27221, r27222;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r27215, "1", 10, MPFR_RNDN);
        mpfr_init(r27216);
        mpfr_init(r27217);
        mpfr_init(r27218);
        mpfr_init(r27219);
        mpfr_init(r27220);
        mpfr_init(r27221);
        mpfr_init(r27222);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r27216, x, MPFR_RNDN);
        mpfr_exp(r27217, r27216, MPFR_RNDN);
        mpfr_add(r27218, r27215, r27217, MPFR_RNDN);
        mpfr_log(r27219, r27218, MPFR_RNDN);
        mpfr_set_d(r27220, y, MPFR_RNDN);
        mpfr_mul(r27221, r27216, r27220, MPFR_RNDN);
        mpfr_sub(r27222, r27219, r27221, MPFR_RNDN);
        return mpfr_get_d(r27222, MPFR_RNDN);
}

static mpfr_t r27223, r27224, r27225, r27226, r27227, r27228, r27229, r27230;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r27223, "1", 10, MPFR_RNDN);
        mpfr_init(r27224);
        mpfr_init(r27225);
        mpfr_init(r27226);
        mpfr_init(r27227);
        mpfr_init(r27228);
        mpfr_init(r27229);
        mpfr_init(r27230);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r27224, x, MPFR_RNDN);
        mpfr_exp(r27225, r27224, MPFR_RNDN);
        mpfr_add(r27226, r27223, r27225, MPFR_RNDN);
        mpfr_log(r27227, r27226, MPFR_RNDN);
        mpfr_set_d(r27228, y, MPFR_RNDN);
        mpfr_mul(r27229, r27224, r27228, MPFR_RNDN);
        mpfr_sub(r27230, r27227, r27229, MPFR_RNDN);
        return mpfr_get_d(r27230, MPFR_RNDN);
}

static mpfr_t r27231, r27232, r27233, r27234, r27235, r27236, r27237, r27238;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r27231, "1", 10, MPFR_RNDN);
        mpfr_init(r27232);
        mpfr_init(r27233);
        mpfr_init(r27234);
        mpfr_init(r27235);
        mpfr_init(r27236);
        mpfr_init(r27237);
        mpfr_init(r27238);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r27232, x, MPFR_RNDN);
        mpfr_exp(r27233, r27232, MPFR_RNDN);
        mpfr_add(r27234, r27231, r27233, MPFR_RNDN);
        mpfr_log(r27235, r27234, MPFR_RNDN);
        mpfr_set_d(r27236, y, MPFR_RNDN);
        mpfr_mul(r27237, r27232, r27236, MPFR_RNDN);
        mpfr_sub(r27238, r27235, r27237, MPFR_RNDN);
        return mpfr_get_d(r27238, MPFR_RNDN);
}