#include #include #include #include #include char *name = "Logistic regression 2"; double f_if(float x, float y) { float r24763 = 1; float r24764 = x; float r24765 = exp(r24764); float r24766 = r24763 + r24765; float r24767 = log(r24766); float r24768 = y; float r24769 = r24764 * r24768; float r24770 = r24767 - r24769; return r24770; } double f_id(double x, double y) { double r24771 = 1; double r24772 = x; double r24773 = exp(r24772); double r24774 = r24771 + r24773; double r24775 = log(r24774); double r24776 = y; double r24777 = r24772 * r24776; double r24778 = r24775 - r24777; return r24778; } double f_of(float x, float y) { float r24779 = 1; float r24780 = x; float r24781 = exp(r24780); float r24782 = 3; float r24783 = pow(r24781, r24782); float r24784 = r24779 + r24783; float r24785 = log(r24784); float r24786 = r24779 - r24781; float r24787 = r24780 + r24780; float r24788 = exp(r24787); float r24789 = r24786 + r24788; float r24790 = cbrt(r24789); float r24791 = r24790 * r24790; float r24792 = log(r24791); float r24793 = log(r24790); float r24794 = r24792 + r24793; float r24795 = r24785 - r24794; float r24796 = y; float r24797 = r24780 * r24796; float r24798 = r24795 - r24797; return r24798; } double f_od(double x, double y) { double r24799 = 1; double r24800 = x; double r24801 = exp(r24800); double r24802 = 3; double r24803 = pow(r24801, r24802); double r24804 = r24799 + r24803; double r24805 = log(r24804); double r24806 = r24799 - r24801; double r24807 = r24800 + r24800; double r24808 = exp(r24807); double r24809 = r24806 + r24808; double r24810 = cbrt(r24809); double r24811 = r24810 * r24810; double r24812 = log(r24811); double r24813 = log(r24810); double r24814 = r24812 + r24813; double r24815 = r24805 - r24814; double r24816 = y; double r24817 = r24800 * r24816; double r24818 = r24815 - r24817; return r24818; } 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 r24819, r24820, r24821, r24822, r24823, r24824, r24825, r24826; void setup_mpfr_f_im() { mpfr_set_default_prec(1104); mpfr_init_set_str(r24819, "1", 10, MPFR_RNDN); mpfr_init(r24820); mpfr_init(r24821); mpfr_init(r24822); mpfr_init(r24823); mpfr_init(r24824); mpfr_init(r24825); mpfr_init(r24826); } double f_im(double x, double y) { ; mpfr_set_d(r24820, x, MPFR_RNDN); mpfr_exp(r24821, r24820, MPFR_RNDN); mpfr_add(r24822, r24819, r24821, MPFR_RNDN); mpfr_log(r24823, r24822, MPFR_RNDN); mpfr_set_d(r24824, y, MPFR_RNDN); mpfr_mul(r24825, r24820, r24824, MPFR_RNDN); mpfr_sub(r24826, r24823, r24825, MPFR_RNDN); return mpfr_get_d(r24826, MPFR_RNDN); } static mpfr_t r24827, r24828, r24829, r24830, r24831, r24832, r24833, r24834, r24835, r24836, r24837, r24838, r24839, r24840, r24841, r24842, r24843, r24844, r24845, r24846; void setup_mpfr_f_fm() { mpfr_set_default_prec(1104); mpfr_init_set_str(r24827, "1", 10, MPFR_RNDN); mpfr_init(r24828); mpfr_init(r24829); mpfr_init_set_str(r24830, "3", 10, MPFR_RNDN); mpfr_init(r24831); mpfr_init(r24832); mpfr_init(r24833); mpfr_init(r24834); mpfr_init(r24835); mpfr_init(r24836); mpfr_init(r24837); mpfr_init(r24838); mpfr_init(r24839); mpfr_init(r24840); mpfr_init(r24841); mpfr_init(r24842); mpfr_init(r24843); mpfr_init(r24844); mpfr_init(r24845); mpfr_init(r24846); } double f_fm(double x, double y) { ; mpfr_set_d(r24828, x, MPFR_RNDN); mpfr_exp(r24829, r24828, MPFR_RNDN); ; mpfr_pow(r24831, r24829, r24830, MPFR_RNDN); mpfr_add(r24832, r24827, r24831, MPFR_RNDN); mpfr_log(r24833, r24832, MPFR_RNDN); mpfr_sub(r24834, r24827, r24829, MPFR_RNDN); mpfr_add(r24835, r24828, r24828, MPFR_RNDN); mpfr_exp(r24836, r24835, MPFR_RNDN); mpfr_add(r24837, r24834, r24836, MPFR_RNDN); mpfr_cbrt(r24838, r24837, MPFR_RNDN); mpfr_mul(r24839, r24838, r24838, MPFR_RNDN); mpfr_log(r24840, r24839, MPFR_RNDN); mpfr_log(r24841, r24838, MPFR_RNDN); mpfr_add(r24842, r24840, r24841, MPFR_RNDN); mpfr_sub(r24843, r24833, r24842, MPFR_RNDN); mpfr_set_d(r24844, y, MPFR_RNDN); mpfr_mul(r24845, r24828, r24844, MPFR_RNDN); mpfr_sub(r24846, r24843, r24845, MPFR_RNDN); return mpfr_get_d(r24846, MPFR_RNDN); } static mpfr_t r24847, r24848, r24849, r24850, r24851, r24852, r24853, r24854, r24855, r24856, r24857, r24858, r24859, r24860, r24861, r24862, r24863, r24864, r24865, r24866; void setup_mpfr_f_dm() { mpfr_set_default_prec(1104); mpfr_init_set_str(r24847, "1", 10, MPFR_RNDN); mpfr_init(r24848); mpfr_init(r24849); mpfr_init_set_str(r24850, "3", 10, MPFR_RNDN); mpfr_init(r24851); mpfr_init(r24852); mpfr_init(r24853); mpfr_init(r24854); mpfr_init(r24855); mpfr_init(r24856); mpfr_init(r24857); mpfr_init(r24858); mpfr_init(r24859); mpfr_init(r24860); mpfr_init(r24861); mpfr_init(r24862); mpfr_init(r24863); mpfr_init(r24864); mpfr_init(r24865); mpfr_init(r24866); } double f_dm(double x, double y) { ; mpfr_set_d(r24848, x, MPFR_RNDN); mpfr_exp(r24849, r24848, MPFR_RNDN); ; mpfr_pow(r24851, r24849, r24850, MPFR_RNDN); mpfr_add(r24852, r24847, r24851, MPFR_RNDN); mpfr_log(r24853, r24852, MPFR_RNDN); mpfr_sub(r24854, r24847, r24849, MPFR_RNDN); mpfr_add(r24855, r24848, r24848, MPFR_RNDN); mpfr_exp(r24856, r24855, MPFR_RNDN); mpfr_add(r24857, r24854, r24856, MPFR_RNDN); mpfr_cbrt(r24858, r24857, MPFR_RNDN); mpfr_mul(r24859, r24858, r24858, MPFR_RNDN); mpfr_log(r24860, r24859, MPFR_RNDN); mpfr_log(r24861, r24858, MPFR_RNDN); mpfr_add(r24862, r24860, r24861, MPFR_RNDN); mpfr_sub(r24863, r24853, r24862, MPFR_RNDN); mpfr_set_d(r24864, y, MPFR_RNDN); mpfr_mul(r24865, r24848, r24864, MPFR_RNDN); mpfr_sub(r24866, r24863, r24865, MPFR_RNDN); return mpfr_get_d(r24866, MPFR_RNDN); }