#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 r27182 = 1;
        float r27183 = x;
        float r27184 = exp(r27183);
        float r27185 = r27182 + r27184;
        float r27186 = log(r27185);
        float r27187 = y;
        float r27188 = r27183 * r27187;
        float r27189 = r27186 - r27188;
        return r27189;
}

double f_id(double x, double y) {
        double r27190 = 1;
        double r27191 = x;
        double r27192 = exp(r27191);
        double r27193 = r27190 + r27192;
        double r27194 = log(r27193);
        double r27195 = y;
        double r27196 = r27191 * r27195;
        double r27197 = r27194 - r27196;
        return r27197;
}


double f_of(float x, float y) {
        float r27198 = x;
        float r27199 = exp(r27198);
        float r27200 = log1p(r27199);
        float r27201 = y;
        float r27202 = r27201 * r27198;
        float r27203 = r27200 - r27202;
        return r27203;
}

double f_od(double x, double y) {
        double r27204 = x;
        double r27205 = exp(r27204);
        double r27206 = log1p(r27205);
        double r27207 = y;
        double r27208 = r27207 * r27204;
        double r27209 = r27206 - r27208;
        return r27209;
}

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 r27210, r27211, r27212, r27213, r27214, r27215, r27216, r27217;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r27210, "1", 10, MPFR_RNDN);
        mpfr_init(r27211);
        mpfr_init(r27212);
        mpfr_init(r27213);
        mpfr_init(r27214);
        mpfr_init(r27215);
        mpfr_init(r27216);
        mpfr_init(r27217);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r27211, x, MPFR_RNDN);
        mpfr_exp(r27212, r27211, MPFR_RNDN);
        mpfr_add(r27213, r27210, r27212, MPFR_RNDN);
        mpfr_log(r27214, r27213, MPFR_RNDN);
        mpfr_set_d(r27215, y, MPFR_RNDN);
        mpfr_mul(r27216, r27211, r27215, MPFR_RNDN);
        mpfr_sub(r27217, r27214, r27216, MPFR_RNDN);
        return mpfr_get_d(r27217, MPFR_RNDN);
}

static mpfr_t r27218, r27219, r27220, r27221, r27222, r27223;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(592);
        mpfr_init(r27218);
        mpfr_init(r27219);
        mpfr_init(r27220);
        mpfr_init(r27221);
        mpfr_init(r27222);
        mpfr_init(r27223);
}

double f_fm(double x, double y) {
        mpfr_set_d(r27218, x, MPFR_RNDN);
        mpfr_exp(r27219, r27218, MPFR_RNDN);
        mpfr_log1p(r27220, r27219, MPFR_RNDN);
        mpfr_set_d(r27221, y, MPFR_RNDN);
        mpfr_mul(r27222, r27221, r27218, MPFR_RNDN);
        mpfr_sub(r27223, r27220, r27222, MPFR_RNDN);
        return mpfr_get_d(r27223, MPFR_RNDN);
}

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

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(592);
        mpfr_init(r27224);
        mpfr_init(r27225);
        mpfr_init(r27226);
        mpfr_init(r27227);
        mpfr_init(r27228);
        mpfr_init(r27229);
}

double f_dm(double x, double y) {
        mpfr_set_d(r27224, x, MPFR_RNDN);
        mpfr_exp(r27225, r27224, MPFR_RNDN);
        mpfr_log1p(r27226, r27225, MPFR_RNDN);
        mpfr_set_d(r27227, y, MPFR_RNDN);
        mpfr_mul(r27228, r27227, r27224, MPFR_RNDN);
        mpfr_sub(r27229, r27226, r27228, MPFR_RNDN);
        return mpfr_get_d(r27229, MPFR_RNDN);
}