#include #include #include #include #include char *name = "Logistic regression 2"; double f_if(float x, float y) { float r24871 = 1; float r24872 = x; float r24873 = exp(r24872); float r24874 = r24871 + r24873; float r24875 = log(r24874); float r24876 = y; float r24877 = r24872 * r24876; float r24878 = r24875 - r24877; return r24878; } double f_id(double x, double y) { double r24879 = 1; double r24880 = x; double r24881 = exp(r24880); double r24882 = r24879 + r24881; double r24883 = log(r24882); double r24884 = y; double r24885 = r24880 * r24884; double r24886 = r24883 - r24885; return r24886; } double f_of(float x, float y) { float r24887 = 1; float r24888 = x; float r24889 = exp(r24888); float r24890 = 3; float r24891 = pow(r24889, r24890); float r24892 = r24887 + r24891; float r24893 = log(r24892); float r24894 = r24887 - r24889; float r24895 = r24888 + r24888; float r24896 = exp(r24895); float r24897 = r24894 + r24896; float r24898 = cbrt(r24897); float r24899 = r24898 * r24898; float r24900 = log(r24899); float r24901 = log(r24898); float r24902 = r24900 + r24901; float r24903 = r24893 - r24902; float r24904 = y; float r24905 = r24888 * r24904; float r24906 = r24903 - r24905; return r24906; } double f_od(double x, double y) { double r24907 = 1; double r24908 = x; double r24909 = exp(r24908); double r24910 = 3; double r24911 = pow(r24909, r24910); double r24912 = r24907 + r24911; double r24913 = log(r24912); double r24914 = r24907 - r24909; double r24915 = r24908 + r24908; double r24916 = exp(r24915); double r24917 = r24914 + r24916; double r24918 = cbrt(r24917); double r24919 = r24918 * r24918; double r24920 = log(r24919); double r24921 = log(r24918); double r24922 = r24920 + r24921; double r24923 = r24913 - r24922; double r24924 = y; double r24925 = r24908 * r24924; double r24926 = r24923 - r24925; return r24926; } 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 r24927, r24928, r24929, r24930, r24931, r24932, r24933, r24934; void setup_mpfr_f_im() { mpfr_set_default_prec(656); mpfr_init_set_str(r24927, "1", 10, MPFR_RNDN); mpfr_init(r24928); mpfr_init(r24929); mpfr_init(r24930); mpfr_init(r24931); mpfr_init(r24932); mpfr_init(r24933); mpfr_init(r24934); } double f_im(double x, double y) { ; mpfr_set_d(r24928, x, MPFR_RNDN); mpfr_exp(r24929, r24928, MPFR_RNDN); mpfr_add(r24930, r24927, r24929, MPFR_RNDN); mpfr_log(r24931, r24930, MPFR_RNDN); mpfr_set_d(r24932, y, MPFR_RNDN); mpfr_mul(r24933, r24928, r24932, MPFR_RNDN); mpfr_sub(r24934, r24931, r24933, MPFR_RNDN); return mpfr_get_d(r24934, MPFR_RNDN); } static mpfr_t r24935, r24936, r24937, r24938, r24939, r24940, r24941, r24942, r24943, r24944, r24945, r24946, r24947, r24948, r24949, r24950, r24951, r24952, r24953, r24954; void setup_mpfr_f_fm() { mpfr_set_default_prec(656); mpfr_init_set_str(r24935, "1", 10, MPFR_RNDN); mpfr_init(r24936); mpfr_init(r24937); mpfr_init_set_str(r24938, "3", 10, MPFR_RNDN); mpfr_init(r24939); mpfr_init(r24940); mpfr_init(r24941); mpfr_init(r24942); mpfr_init(r24943); mpfr_init(r24944); mpfr_init(r24945); mpfr_init(r24946); mpfr_init(r24947); mpfr_init(r24948); mpfr_init(r24949); mpfr_init(r24950); mpfr_init(r24951); mpfr_init(r24952); mpfr_init(r24953); mpfr_init(r24954); } double f_fm(double x, double y) { ; mpfr_set_d(r24936, x, MPFR_RNDN); mpfr_exp(r24937, r24936, MPFR_RNDN); ; mpfr_pow(r24939, r24937, r24938, MPFR_RNDN); mpfr_add(r24940, r24935, r24939, MPFR_RNDN); mpfr_log(r24941, r24940, MPFR_RNDN); mpfr_sub(r24942, r24935, r24937, MPFR_RNDN); mpfr_add(r24943, r24936, r24936, MPFR_RNDN); mpfr_exp(r24944, r24943, MPFR_RNDN); mpfr_add(r24945, r24942, r24944, MPFR_RNDN); mpfr_cbrt(r24946, r24945, MPFR_RNDN); mpfr_mul(r24947, r24946, r24946, MPFR_RNDN); mpfr_log(r24948, r24947, MPFR_RNDN); mpfr_log(r24949, r24946, MPFR_RNDN); mpfr_add(r24950, r24948, r24949, MPFR_RNDN); mpfr_sub(r24951, r24941, r24950, MPFR_RNDN); mpfr_set_d(r24952, y, MPFR_RNDN); mpfr_mul(r24953, r24936, r24952, MPFR_RNDN); mpfr_sub(r24954, r24951, r24953, MPFR_RNDN); return mpfr_get_d(r24954, MPFR_RNDN); } static mpfr_t r24955, r24956, r24957, r24958, r24959, r24960, r24961, r24962, r24963, r24964, r24965, r24966, r24967, r24968, r24969, r24970, r24971, r24972, r24973, r24974; void setup_mpfr_f_dm() { mpfr_set_default_prec(656); mpfr_init_set_str(r24955, "1", 10, MPFR_RNDN); mpfr_init(r24956); mpfr_init(r24957); mpfr_init_set_str(r24958, "3", 10, MPFR_RNDN); mpfr_init(r24959); mpfr_init(r24960); mpfr_init(r24961); mpfr_init(r24962); mpfr_init(r24963); mpfr_init(r24964); mpfr_init(r24965); mpfr_init(r24966); mpfr_init(r24967); mpfr_init(r24968); mpfr_init(r24969); mpfr_init(r24970); mpfr_init(r24971); mpfr_init(r24972); mpfr_init(r24973); mpfr_init(r24974); } double f_dm(double x, double y) { ; mpfr_set_d(r24956, x, MPFR_RNDN); mpfr_exp(r24957, r24956, MPFR_RNDN); ; mpfr_pow(r24959, r24957, r24958, MPFR_RNDN); mpfr_add(r24960, r24955, r24959, MPFR_RNDN); mpfr_log(r24961, r24960, MPFR_RNDN); mpfr_sub(r24962, r24955, r24957, MPFR_RNDN); mpfr_add(r24963, r24956, r24956, MPFR_RNDN); mpfr_exp(r24964, r24963, MPFR_RNDN); mpfr_add(r24965, r24962, r24964, MPFR_RNDN); mpfr_cbrt(r24966, r24965, MPFR_RNDN); mpfr_mul(r24967, r24966, r24966, MPFR_RNDN); mpfr_log(r24968, r24967, MPFR_RNDN); mpfr_log(r24969, r24966, MPFR_RNDN); mpfr_add(r24970, r24968, r24969, MPFR_RNDN); mpfr_sub(r24971, r24961, r24970, MPFR_RNDN); mpfr_set_d(r24972, y, MPFR_RNDN); mpfr_mul(r24973, r24956, r24972, MPFR_RNDN); mpfr_sub(r24974, r24971, r24973, MPFR_RNDN); return mpfr_get_d(r24974, MPFR_RNDN); }