#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 r27247 = 1;
        float r27248 = x;
        float r27249 = exp(r27248);
        float r27250 = r27247 + r27249;
        float r27251 = log(r27250);
        float r27252 = y;
        float r27253 = r27248 * r27252;
        float r27254 = r27251 - r27253;
        return r27254;
}

double f_id(double x, double y) {
        double r27255 = 1;
        double r27256 = x;
        double r27257 = exp(r27256);
        double r27258 = r27255 + r27257;
        double r27259 = log(r27258);
        double r27260 = y;
        double r27261 = r27256 * r27260;
        double r27262 = r27259 - r27261;
        return r27262;
}


double f_of(float x, float y) {
        float r27263 = 1;
        float r27264 = x;
        float r27265 = exp(r27264);
        float r27266 = r27263 + r27265;
        float r27267 = log(r27266);
        float r27268 = log(r27267);
        float r27269 = cbrt(r27268);
        float r27270 = r27269 * r27269;
        float r27271 = r27270 * r27269;
        float r27272 = exp(r27271);
        float r27273 = y;
        float r27274 = r27264 * r27273;
        float r27275 = r27272 - r27274;
        return r27275;
}

double f_od(double x, double y) {
        double r27276 = 1;
        double r27277 = x;
        double r27278 = exp(r27277);
        double r27279 = r27276 + r27278;
        double r27280 = log(r27279);
        double r27281 = log(r27280);
        double r27282 = cbrt(r27281);
        double r27283 = r27282 * r27282;
        double r27284 = r27283 * r27282;
        double r27285 = exp(r27284);
        double r27286 = y;
        double r27287 = r27277 * r27286;
        double r27288 = r27285 - r27287;
        return r27288;
}

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 r27289, r27290, r27291, r27292, r27293, r27294, r27295, r27296;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r27289, "1", 10, MPFR_RNDN);
        mpfr_init(r27290);
        mpfr_init(r27291);
        mpfr_init(r27292);
        mpfr_init(r27293);
        mpfr_init(r27294);
        mpfr_init(r27295);
        mpfr_init(r27296);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r27290, x, MPFR_RNDN);
        mpfr_exp(r27291, r27290, MPFR_RNDN);
        mpfr_add(r27292, r27289, r27291, MPFR_RNDN);
        mpfr_log(r27293, r27292, MPFR_RNDN);
        mpfr_set_d(r27294, y, MPFR_RNDN);
        mpfr_mul(r27295, r27290, r27294, MPFR_RNDN);
        mpfr_sub(r27296, r27293, r27295, MPFR_RNDN);
        return mpfr_get_d(r27296, MPFR_RNDN);
}

static mpfr_t r27297, r27298, r27299, r27300, r27301, r27302, r27303, r27304, r27305, r27306, r27307, r27308, r27309;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r27297, "1", 10, MPFR_RNDN);
        mpfr_init(r27298);
        mpfr_init(r27299);
        mpfr_init(r27300);
        mpfr_init(r27301);
        mpfr_init(r27302);
        mpfr_init(r27303);
        mpfr_init(r27304);
        mpfr_init(r27305);
        mpfr_init(r27306);
        mpfr_init(r27307);
        mpfr_init(r27308);
        mpfr_init(r27309);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r27298, x, MPFR_RNDN);
        mpfr_exp(r27299, r27298, MPFR_RNDN);
        mpfr_add(r27300, r27297, r27299, MPFR_RNDN);
        mpfr_log(r27301, r27300, MPFR_RNDN);
        mpfr_log(r27302, r27301, MPFR_RNDN);
        mpfr_cbrt(r27303, r27302, MPFR_RNDN);
        mpfr_mul(r27304, r27303, r27303, MPFR_RNDN);
        mpfr_mul(r27305, r27304, r27303, MPFR_RNDN);
        mpfr_exp(r27306, r27305, MPFR_RNDN);
        mpfr_set_d(r27307, y, MPFR_RNDN);
        mpfr_mul(r27308, r27298, r27307, MPFR_RNDN);
        mpfr_sub(r27309, r27306, r27308, MPFR_RNDN);
        return mpfr_get_d(r27309, MPFR_RNDN);
}

static mpfr_t r27310, r27311, r27312, r27313, r27314, r27315, r27316, r27317, r27318, r27319, r27320, r27321, r27322;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r27310, "1", 10, MPFR_RNDN);
        mpfr_init(r27311);
        mpfr_init(r27312);
        mpfr_init(r27313);
        mpfr_init(r27314);
        mpfr_init(r27315);
        mpfr_init(r27316);
        mpfr_init(r27317);
        mpfr_init(r27318);
        mpfr_init(r27319);
        mpfr_init(r27320);
        mpfr_init(r27321);
        mpfr_init(r27322);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r27311, x, MPFR_RNDN);
        mpfr_exp(r27312, r27311, MPFR_RNDN);
        mpfr_add(r27313, r27310, r27312, MPFR_RNDN);
        mpfr_log(r27314, r27313, MPFR_RNDN);
        mpfr_log(r27315, r27314, MPFR_RNDN);
        mpfr_cbrt(r27316, r27315, MPFR_RNDN);
        mpfr_mul(r27317, r27316, r27316, MPFR_RNDN);
        mpfr_mul(r27318, r27317, r27316, MPFR_RNDN);
        mpfr_exp(r27319, r27318, MPFR_RNDN);
        mpfr_set_d(r27320, y, MPFR_RNDN);
        mpfr_mul(r27321, r27311, r27320, MPFR_RNDN);
        mpfr_sub(r27322, r27319, r27321, MPFR_RNDN);
        return mpfr_get_d(r27322, MPFR_RNDN);
}