#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 r24123 = 1;
        float r24124 = x;
        float r24125 = exp(r24124);
        float r24126 = r24123 + r24125;
        float r24127 = log(r24126);
        float r24128 = y;
        float r24129 = r24124 * r24128;
        float r24130 = r24127 - r24129;
        return r24130;
}

double f_id(double x, double y) {
        double r24131 = 1;
        double r24132 = x;
        double r24133 = exp(r24132);
        double r24134 = r24131 + r24133;
        double r24135 = log(r24134);
        double r24136 = y;
        double r24137 = r24132 * r24136;
        double r24138 = r24135 - r24137;
        return r24138;
}


double f_of(float x, float y) {
        float r24139 = x;
        float r24140 = -1.2054276069211245e-05;
        bool r24141 = r24139 <= r24140;
        float r24142 = 1;
        float r24143 = exp(r24139);
        float r24144 = r24142 + r24143;
        float r24145 = cbrt(r24144);
        float r24146 = fabs(r24145);
        float r24147 = log(r24146);
        float r24148 = sqrt(r24144);
        float r24149 = log(r24148);
        float r24150 = r24147 + r24149;
        float r24151 = sqrt(r24145);
        float r24152 = log(r24151);
        float r24153 = y;
        float r24154 = r24139 * r24153;
        float r24155 = r24152 - r24154;
        float r24156 = r24150 + r24155;
        float r24157 = 2.7308670765476417e-09;
        bool r24158 = r24139 <= r24157;
        float r24159 = 1/2;
        float r24160 = 2;
        float r24161 = pow(r24139, r24160);
        float r24162 = r24159 * r24161;
        float r24163 = r24160 + r24139;
        float r24164 = r24162 + r24163;
        float r24165 = log(r24164);
        float r24166 = r24165 - r24154;
        float r24167 = +inf.0;
        bool r24168 = r24139 <= r24167;
        float r24169 = r24168 ? r24156 : r24156;
        float r24170 = r24158 ? r24166 : r24169;
        float r24171 = r24141 ? r24156 : r24170;
        return r24171;
}

double f_od(double x, double y) {
        double r24172 = x;
        double r24173 = -1.2054276069211245e-05;
        bool r24174 = r24172 <= r24173;
        double r24175 = 1;
        double r24176 = exp(r24172);
        double r24177 = r24175 + r24176;
        double r24178 = cbrt(r24177);
        double r24179 = fabs(r24178);
        double r24180 = log(r24179);
        double r24181 = sqrt(r24177);
        double r24182 = log(r24181);
        double r24183 = r24180 + r24182;
        double r24184 = sqrt(r24178);
        double r24185 = log(r24184);
        double r24186 = y;
        double r24187 = r24172 * r24186;
        double r24188 = r24185 - r24187;
        double r24189 = r24183 + r24188;
        double r24190 = 2.7308670765476417e-09;
        bool r24191 = r24172 <= r24190;
        double r24192 = 1/2;
        double r24193 = 2;
        double r24194 = pow(r24172, r24193);
        double r24195 = r24192 * r24194;
        double r24196 = r24193 + r24172;
        double r24197 = r24195 + r24196;
        double r24198 = log(r24197);
        double r24199 = r24198 - r24187;
        double r24200 = +inf.0;
        bool r24201 = r24172 <= r24200;
        double r24202 = r24201 ? r24189 : r24189;
        double r24203 = r24191 ? r24199 : r24202;
        double r24204 = r24174 ? r24189 : r24203;
        return r24204;
}

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 r24205, r24206, r24207, r24208, r24209, r24210, r24211, r24212;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r24205, "1", 10, MPFR_RNDN);
        mpfr_init(r24206);
        mpfr_init(r24207);
        mpfr_init(r24208);
        mpfr_init(r24209);
        mpfr_init(r24210);
        mpfr_init(r24211);
        mpfr_init(r24212);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24206, x, MPFR_RNDN);
        mpfr_exp(r24207, r24206, MPFR_RNDN);
        mpfr_add(r24208, r24205, r24207, MPFR_RNDN);
        mpfr_log(r24209, r24208, MPFR_RNDN);
        mpfr_set_d(r24210, y, MPFR_RNDN);
        mpfr_mul(r24211, r24206, r24210, MPFR_RNDN);
        mpfr_sub(r24212, r24209, r24211, MPFR_RNDN);
        return mpfr_get_d(r24212, MPFR_RNDN);
}

static mpfr_t r24213, r24214, r24215, r24216, r24217, r24218, r24219, r24220, r24221, r24222, r24223, r24224, r24225, r24226, r24227, r24228, r24229, r24230, r24231, r24232, r24233, r24234, r24235, r24236, r24237, r24238, r24239, r24240, r24241, r24242, r24243, r24244, r24245;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(912);
        mpfr_init(r24213);
        mpfr_init_set_str(r24214, "-1.2054276069211245e-05", 10, MPFR_RNDN);
        mpfr_init(r24215);
        mpfr_init_set_str(r24216, "1", 10, MPFR_RNDN);
        mpfr_init(r24217);
        mpfr_init(r24218);
        mpfr_init(r24219);
        mpfr_init(r24220);
        mpfr_init(r24221);
        mpfr_init(r24222);
        mpfr_init(r24223);
        mpfr_init(r24224);
        mpfr_init(r24225);
        mpfr_init(r24226);
        mpfr_init(r24227);
        mpfr_init(r24228);
        mpfr_init(r24229);
        mpfr_init(r24230);
        mpfr_init_set_str(r24231, "2.7308670765476417e-09", 10, MPFR_RNDN);
        mpfr_init(r24232);
        mpfr_init_set_str(r24233, "1/2", 10, MPFR_RNDN);
        mpfr_init_set_str(r24234, "2", 10, MPFR_RNDN);
        mpfr_init(r24235);
        mpfr_init(r24236);
        mpfr_init(r24237);
        mpfr_init(r24238);
        mpfr_init(r24239);
        mpfr_init(r24240);
        mpfr_init_set_str(r24241, "+inf.0", 10, MPFR_RNDN);
        mpfr_init(r24242);
        mpfr_init(r24243);
        mpfr_init(r24244);
        mpfr_init(r24245);
}

double f_fm(double x, double y) {
        mpfr_set_d(r24213, x, MPFR_RNDN);
        ;
        mpfr_set_si(r24215, mpfr_cmp(r24213, r24214) <= 0, MPFR_RNDN);
        ;
        mpfr_exp(r24217, r24213, MPFR_RNDN);
        mpfr_add(r24218, r24216, r24217, MPFR_RNDN);
        mpfr_cbrt(r24219, r24218, MPFR_RNDN);
        mpfr_abs(r24220, r24219, MPFR_RNDN);
        mpfr_log(r24221, r24220, MPFR_RNDN);
        mpfr_sqrt(r24222, r24218, MPFR_RNDN);
        mpfr_log(r24223, r24222, MPFR_RNDN);
        mpfr_add(r24224, r24221, r24223, MPFR_RNDN);
        mpfr_sqrt(r24225, r24219, MPFR_RNDN);
        mpfr_log(r24226, r24225, MPFR_RNDN);
        mpfr_set_d(r24227, y, MPFR_RNDN);
        mpfr_mul(r24228, r24213, r24227, MPFR_RNDN);
        mpfr_sub(r24229, r24226, r24228, MPFR_RNDN);
        mpfr_add(r24230, r24224, r24229, MPFR_RNDN);
        ;
        mpfr_set_si(r24232, mpfr_cmp(r24213, r24231) <= 0, MPFR_RNDN);
        ;
        ;
        mpfr_pow(r24235, r24213, r24234, MPFR_RNDN);
        mpfr_mul(r24236, r24233, r24235, MPFR_RNDN);
        mpfr_add(r24237, r24234, r24213, MPFR_RNDN);
        mpfr_add(r24238, r24236, r24237, MPFR_RNDN);
        mpfr_log(r24239, r24238, MPFR_RNDN);
        mpfr_sub(r24240, r24239, r24228, MPFR_RNDN);
        ;
        mpfr_set_si(r24242, mpfr_cmp(r24213, r24241) <= 0, MPFR_RNDN);
        if (mpfr_get_si(r24242, MPFR_RNDN)) { mpfr_set(r24243, r24230, MPFR_RNDN); } else { mpfr_set(r24243, r24230, MPFR_RNDN); };
        if (mpfr_get_si(r24232, MPFR_RNDN)) { mpfr_set(r24244, r24240, MPFR_RNDN); } else { mpfr_set(r24244, r24243, MPFR_RNDN); };
        if (mpfr_get_si(r24215, MPFR_RNDN)) { mpfr_set(r24245, r24230, MPFR_RNDN); } else { mpfr_set(r24245, r24244, MPFR_RNDN); };
        return mpfr_get_d(r24245, MPFR_RNDN);
}

static mpfr_t r24246, r24247, r24248, r24249, r24250, r24251, r24252, r24253, r24254, r24255, r24256, r24257, r24258, r24259, r24260, r24261, r24262, r24263, r24264, r24265, r24266, r24267, r24268, r24269, r24270, r24271, r24272, r24273, r24274, r24275, r24276, r24277, r24278;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(912);
        mpfr_init(r24246);
        mpfr_init_set_str(r24247, "-1.2054276069211245e-05", 10, MPFR_RNDN);
        mpfr_init(r24248);
        mpfr_init_set_str(r24249, "1", 10, MPFR_RNDN);
        mpfr_init(r24250);
        mpfr_init(r24251);
        mpfr_init(r24252);
        mpfr_init(r24253);
        mpfr_init(r24254);
        mpfr_init(r24255);
        mpfr_init(r24256);
        mpfr_init(r24257);
        mpfr_init(r24258);
        mpfr_init(r24259);
        mpfr_init(r24260);
        mpfr_init(r24261);
        mpfr_init(r24262);
        mpfr_init(r24263);
        mpfr_init_set_str(r24264, "2.7308670765476417e-09", 10, MPFR_RNDN);
        mpfr_init(r24265);
        mpfr_init_set_str(r24266, "1/2", 10, MPFR_RNDN);
        mpfr_init_set_str(r24267, "2", 10, MPFR_RNDN);
        mpfr_init(r24268);
        mpfr_init(r24269);
        mpfr_init(r24270);
        mpfr_init(r24271);
        mpfr_init(r24272);
        mpfr_init(r24273);
        mpfr_init_set_str(r24274, "+inf.0", 10, MPFR_RNDN);
        mpfr_init(r24275);
        mpfr_init(r24276);
        mpfr_init(r24277);
        mpfr_init(r24278);
}

double f_dm(double x, double y) {
        mpfr_set_d(r24246, x, MPFR_RNDN);
        ;
        mpfr_set_si(r24248, mpfr_cmp(r24246, r24247) <= 0, MPFR_RNDN);
        ;
        mpfr_exp(r24250, r24246, MPFR_RNDN);
        mpfr_add(r24251, r24249, r24250, MPFR_RNDN);
        mpfr_cbrt(r24252, r24251, MPFR_RNDN);
        mpfr_abs(r24253, r24252, MPFR_RNDN);
        mpfr_log(r24254, r24253, MPFR_RNDN);
        mpfr_sqrt(r24255, r24251, MPFR_RNDN);
        mpfr_log(r24256, r24255, MPFR_RNDN);
        mpfr_add(r24257, r24254, r24256, MPFR_RNDN);
        mpfr_sqrt(r24258, r24252, MPFR_RNDN);
        mpfr_log(r24259, r24258, MPFR_RNDN);
        mpfr_set_d(r24260, y, MPFR_RNDN);
        mpfr_mul(r24261, r24246, r24260, MPFR_RNDN);
        mpfr_sub(r24262, r24259, r24261, MPFR_RNDN);
        mpfr_add(r24263, r24257, r24262, MPFR_RNDN);
        ;
        mpfr_set_si(r24265, mpfr_cmp(r24246, r24264) <= 0, MPFR_RNDN);
        ;
        ;
        mpfr_pow(r24268, r24246, r24267, MPFR_RNDN);
        mpfr_mul(r24269, r24266, r24268, MPFR_RNDN);
        mpfr_add(r24270, r24267, r24246, MPFR_RNDN);
        mpfr_add(r24271, r24269, r24270, MPFR_RNDN);
        mpfr_log(r24272, r24271, MPFR_RNDN);
        mpfr_sub(r24273, r24272, r24261, MPFR_RNDN);
        ;
        mpfr_set_si(r24275, mpfr_cmp(r24246, r24274) <= 0, MPFR_RNDN);
        if (mpfr_get_si(r24275, MPFR_RNDN)) { mpfr_set(r24276, r24263, MPFR_RNDN); } else { mpfr_set(r24276, r24263, MPFR_RNDN); };
        if (mpfr_get_si(r24265, MPFR_RNDN)) { mpfr_set(r24277, r24273, MPFR_RNDN); } else { mpfr_set(r24277, r24276, MPFR_RNDN); };
        if (mpfr_get_si(r24248, MPFR_RNDN)) { mpfr_set(r24278, r24263, MPFR_RNDN); } else { mpfr_set(r24278, r24277, MPFR_RNDN); };
        return mpfr_get_d(r24278, MPFR_RNDN);
}