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fn test_atanh() { let a = FixedTrait::new(58982, false); assert_precise(atanh(a), 96483, 'invalid 0.9', Option::None(())); let a = FixedTrait::new(HALF, false); assert_precise(atanh(a), 35999, 'invalid half', Option::None(())); let a = FixedTrait::ZERO(); assert(atanh(a).into() == 0, 'invalid zero'); let a = FixedTrait::new(HALF, true); assert_precise(atanh(a), -35999, 'invalid neg half', Option::None(())); let a = FixedTrait::new(58982, true); assert_precise(atanh(a), -96483, 'invalid -0.9', Option::None(())); } }
use orion::numbers::fixed_point::implementations::fp16x16::core::ONE; fn msb(whole: u32) -> (u32, u32) { if whole < 256 { if whole < 2 { return (0, 1); } if whole < 4 { return (1, 2); } if whole < 8 { return (2, 4); } if whole < 16 { return (3, 8); } if whole < 32 { return (4, 16); } if whole < 64 { return (5, 32); } if whole < 128 { return (6, 64); } if whole < 256 { return (7, 128); } } else if whole < 65536 { if whole < 512 { return (8, 256); } if whole < 1024 { return (9, 512); } if whole < 2048 { return (10, 1024); } if whole < 4096 { return (11, 2048); } if whole < 8192 { return (12, 4096); } if whole < 16384 { return (13, 8192); } if whole < 32768 { return (14, 16384); } if whole < 65536 { return (15, 32768); } } (16, 65536) } fn exp2(exp: u32) -> u32 { if exp <= 16 { if exp == 0 { return 1; } if exp == 1 { return 2; } if exp == 2 { return 4; } if exp == 3 { return 8; } if exp == 4 { return 16; } if exp == 5 { return 32; } if exp == 6 { return 64; } if exp == 7 { return 128; } if exp == 8 { return 256; } if exp == 9 { return 512; } if exp == 10 { return 1024; } if exp == 11 { return 2048; } if exp == 12 { return 4096; } if exp == 13 { return 8192; } i
f exp == 14 { return 16384; } if exp == 15 { return 32768; } if exp == 16 { return 65536; } } 65536 } fn sin(a: u32) -> (u32, u32, u32) { let slot = a / 402; if slot < 128 { if slot < 64 { if slot < 32 { if slot < 16 { if slot == 0 { return (0, 0, 402); } if slot == 1 { return (402, 402, 804); } if slot == 2 { return (804, 804, 1206); } if slot == 3 { return (1206, 1206, 1608); } if slot == 4 { return (1608, 1608, 2010); } if slot == 5 { return (2011, 2010, 2412); } if slot == 6 { return (2413, 2412, 2814); } if slot == 7 { return (2815, 2814, 3216); } if slot == 8 { return (3217, 3216, 3617); } if slot == 9 { return (3619, 3617, 4019); } if slot == 10 { return (4023, 4019, 4420); } if slot == 11 { return (4423, 4420, 4821); } if slot == 12 { return (4825, 4821, 5222); } if slot == 13 { return (5228, 5222, 5623); } if slot == 14 { return (5630, 5623, 6023); } if slot == 15 { return (6032, 6023, 6424)
; } } else { if slot == 16 { return (6434, 6424, 6824); } if slot == 17 { return (6836, 6824, 7224); } if slot == 18 { return (7238, 7224, 7623); } if slot == 19 { return (7640, 7623, 8022); } if slot == 20 { return (8042, 8022, 8421); } if slot == 21 { return (8445, 8421, 8820); } if slot == 22 { return (8847, 8820, 9218); } if slot == 23 { return (9249, 9218, 9616); } if slot == 24 { return (9651, 9616, 10014); } if slot == 25 { return (10053, 10014, 10411); } if slot == 26 { return (10455, 10411, 10808); } if slot == 27 { return (10857, 10808, 11204); } if slot == 28 { return (11259, 11204, 11600); } if slot == 29 { return (11662, 11600, 11996); } if slot == 30 { return (12064, 11996, 12391); } if slot == 31 { return (12466, 12391, 12785); } } } else { if slot < 48 { if slot == 32 { return (12868, 12785, 13180); } if slot == 33 {
return (13270, 13180, 13573); } if slot == 34 { return (13672, 13573, 13966); } if slot == 35 { return (14074, 13966, 14359); } if slot == 36 { return (14476, 14359, 14751); } if slot == 37 { return (14879, 14751, 15143); } if slot == 38 { return (15281, 15143, 15534); } if slot == 39 { return (15683, 15534, 15924); } if slot == 40 { return (16081, 15924, 16314); } if slot == 41 { return (16487, 16314, 16703); } if slot == 42 { return (16889, 16703, 17091); } if slot == 43 { return (17291, 17091, 17479); } if slot == 44 { return (17693, 17479, 17867); } if slot == 45 { return (18096, 17867, 18253); } if slot == 46 { return (18498, 18253, 18639); } if slot == 47 { return (18900, 18639, 19024); } } else { if slot == 48 { return (19302, 19024, 19409); } if slot == 49 { return (19704, 19409, 19792); } if slot == 50 { return (20113, 19792, 20175); } if slot == 51 {
return (20508, 20175, 20557); } if slot == 52 { return (20910, 20557, 20939); } if slot == 53 { return (21313, 20939, 21320); } if slot == 54 { return (21715, 21320, 21699); } if slot == 55 { return (22117, 21699, 22078); } if slot == 56 { return (22519, 22078, 22457); } if slot == 57 { return (22921, 22457, 22834); } if slot == 58 { return (23323, 22834, 23210); } if slot == 59 { return (23725, 23210, 23586); } if slot == 60 { return (24127, 23586, 23961); } if slot == 61 { return (24530, 23961, 24335); } if slot == 62 { return (24932, 24335, 24708); } if slot == 63 { return (25334, 24708, 25080); } } } } else { if slot < 96 { if slot < 80 { if slot == 64 { return (25736, 25080, 25451); } if slot == 65 { return (26138, 25451, 25821); } if slot == 66 { return (26540, 25821, 26190); } if slot == 67 { return (26942, 26190, 26558); } if slot == 68 { return (27344, 26558, 26925);
} if slot == 69 { return (27747, 26925, 27291); } if slot == 70 { return (28149, 27291, 27656); } if slot == 71 { return (28551, 27656, 28020); } if slot == 72 { return (28953, 28020, 28383); } if slot == 73 { return (29355, 28383, 28745); } if slot == 74 { return (29757, 28745, 29106); } if slot == 75 { return (30159, 29106, 29466); } if slot == 76 { return (30561, 29466, 29824); } if slot == 77 { return (30964, 29824, 30182); } if slot == 78 { return (31366, 30182, 30538); } if slot == 79 { return (31768, 30538, 30893); } } else { if slot == 80 { return (32171, 30893, 31248); } if slot == 81 { return (32572, 31248, 31600); } if slot == 82 { return (32974, 31600, 31952); } if slot == 83 { return (33376, 31952, 32303); } if slot == 84 { return (33778, 32303, 32652); } if slot == 85 { return (34181, 32652, 33000); } if slot == 86 { return (34583, 33000, 33347);
} if slot == 87 { return (34985, 33347, 33692); } if slot == 88 { return (35387, 33692, 34037); } if slot == 89 { return (35789, 34037, 34380); } if slot == 90 { return (36194, 34380, 34721); } if slot == 91 { return (36593, 34721, 35062); } if slot == 92 { return (36995, 35062, 35401); } if slot == 93 { return (37398, 35401, 35738); } if slot == 94 { return (37800, 35738, 36075); } if slot == 95 { return (38202, 36075, 36410); } } } else { if slot < 112 { if slot == 96 { return (38604, 36410, 36744); } if slot == 97 { return (39006, 36744, 37076); } if slot == 98 { return (39408, 37076, 37407); } if slot == 99 { return (39810, 37407, 37736); } if slot == 100 { return (40227, 37736, 38064); } if slot == 101 { return (40615, 38064, 38391); } if slot == 102 { return (41017, 38391, 38716); } if slot == 103 { return (41419, 38716, 39040); } if slot == 104 {
return (41821, 39040, 39362); } if slot == 105 { return (42223, 39362, 39683); } if slot == 106 { return (42625, 39683, 40002); } if slot == 107 { return (43027, 40002, 40320); } if slot == 108 { return (43429, 40320, 40636); } if slot == 109 { return (43832, 40636, 40951); } if slot == 110 { return (44234, 40951, 41264); } if slot == 111 { return (44636, 41264, 41576); } } else { if slot == 112 { return (45038, 41576, 41886); } if slot == 113 { return (45440, 41886, 42194); } if slot == 114 { return (45842, 42194, 42501); } if slot == 115 { return (46244, 42501, 42806); } if slot == 116 { return (46646, 42806, 43110); } if slot == 117 { return (47048, 43110, 43412); } if slot == 118 { return (47451, 43412, 43713); } if slot == 119 { return (47853, 43713, 44011); } if slot == 120 { return (48252, 44011, 44308); } if slot == 121 { return (48657, 44308, 44604); } if slot == 122 {
return (49059, 44604, 44898); } if slot == 123 { return (49461, 44898, 45190); } if slot == 124 { return (49863, 45190, 45480); } if slot == 125 { return (50265, 45480, 45769); } if slot == 126 { return (50668, 45769, 46056); } if slot == 127 { return (51070, 46056, 46341); } } } } } else { if slot < 192 { if slot < 160 { if slot < 144 { if slot == 128 { return (51472, 46341, 46624); } if slot == 129 { return (51874, 46624, 46906); } if slot == 130 { return (52285, 46906, 47186); } if slot == 131 { return (52678, 47186, 47464); } if slot == 132 { return (53080, 47464, 47741); } if slot == 133 { return (53482, 47741, 48015); } if slot == 134 { return (53885, 48015, 48288); } if slot == 135 { return (54287, 48288, 48559); } if slot == 136 { return (54689, 48559, 48828); } if slot == 137 { return (55091, 48828, 49095); } if slot == 138 { return (55493, 49095, 49361); } if slot == 139 {
return (55895, 49361, 49624); } if slot == 140 { return (56297, 49624, 49886); } if slot == 141 { return (56699, 49886, 50146); } if slot == 142 { return (57102, 50146, 50404); } if slot == 143 { return (57504, 50404, 50660); } } else { if slot == 144 { return (57906, 50660, 50914); } if slot == 145 { return (58308, 50914, 51166); } if slot == 146 { return (58710, 51166, 51417); } if slot == 147 { return (59112, 51417, 51665); } if slot == 148 { return (59514, 51665, 51911); } if slot == 149 { return (59916, 51911, 52156); } if slot == 150 { return (60320, 52156, 52398); } if slot == 151 { return (60721, 52398, 52639); } if slot == 152 { return (61123, 52639, 52878); } if slot == 153 { return (61525, 52878, 53114); } if slot == 154 { return (61927, 53114, 53349); } if slot == 155 { return (62329, 53349, 53581); } if slot == 156 { return (62731, 53581, 53812); } if sl
ot == 157 { return (63133, 53812, 54040); } if slot == 158 { return (63536, 54040, 54267); } if slot == 159 { return (63938, 54267, 54491); } if slot == 160 { return (64343, 54491, 54714); } } } else { if slot < 176 { if slot == 161 { return (64742, 54714, 54934); } if slot == 162 { return (65144, 54934, 55152); } if slot == 163 { return (65546, 55152, 55368); } if slot == 164 { return (65948, 55368, 55582); } if slot == 165 { return (66350, 55582, 55794); } if slot == 166 { return (66753, 55794, 56004); } if slot == 167 { return (67155, 56004, 56212); } if slot == 168 { return (67557, 56212, 56418); } if slot == 169 { return (67959, 56418, 56621); } if slot == 170 { return (68361, 56621, 56823); } if slot == 171 { return (68763, 56823, 57022); } if slot == 172 { return (69165, 57022, 57219); } if slot == 173 { return (69567, 57219, 57414); } if slot == 174 { return (69970, 57414
, 57607); } if slot == 175 { return (70372, 57607, 57798); } } else { if slot == 176 { return (70774, 57798, 57986); } if slot == 177 { return (71176, 57986, 58172); } if slot == 178 { return (71578, 58172, 58356); } if slot == 179 { return (71980, 58356, 58538); } if slot == 180 { return (72382, 58538, 58718); } if slot == 181 { return (72784, 58718, 58896); } if slot == 182 { return (73187, 58896, 59071); } if slot == 183 { return (73589, 59071, 59244); } if slot == 184 { return (73991, 59244, 59415); } if slot == 185 { return (74393, 59415, 59583); } if slot == 186 { return (74795, 59583, 59750); } if slot == 187 { return (75197, 59750, 59914); } if slot == 188 { return (75599, 59914, 60075); } if slot == 189 { return (76001, 60075, 60235); } if slot == 190 { return (76401, 60235, 60392); } if slot == 191 { return (76806, 60392, 60547); } } } } else { if slot <
224 { if slot < 208 { if slot == 192 { return (77208, 60547, 60700); } if slot == 193 { return (77610, 60700, 60851); } if slot == 194 { return (78012, 60851, 60999); } if slot == 195 { return (78414, 60999, 61145); } if slot == 196 { return (78816, 61145, 61288); } if slot == 197 { return (79218, 61288, 61429); } if slot == 198 { return (79621, 61429, 61568); } if slot == 199 { return (80023, 61568, 61705); } if slot == 200 { return (80423, 61705, 61839); } if slot == 201 { return (80827, 61839, 61971); } if slot == 202 { return (81229, 61971, 62101); } if slot == 203 { return (81631, 62101, 62228); } if slot == 204 { return (82033, 62228, 62353); } if slot == 205 { return (82435, 62353, 62476); } if slot == 206 { return (82838, 62476, 62596); } if slot == 207 { return (83240, 62596, 62714); } } else { if slot == 208 { return (83642, 62714, 62830); } if slot == 209 { re
turn (84044, 62830, 62943); } if slot == 210 { return (84446, 62943, 63054); } if slot == 211 { return (84848, 63054, 63162); } if slot == 212 { return (85250, 63162, 63268); } if slot == 213 { return (85652, 63268, 63372); } if slot == 214 { return (86055, 63372, 63473); } if slot == 215 { return (86457, 63473, 63572); } if slot == 216 { return (86859, 63572, 63668); } if slot == 217 { return (87261, 63668, 63763); } if slot == 218 { return (87663, 63763, 63854); } if slot == 219 { return (88065, 63854, 63944); } if slot == 220 { return (88467, 63944, 64031); } if slot == 221 { return (88869, 64031, 64115); } if slot == 222 { return (89271, 64115, 64197); } if slot == 223 { return (89674, 64197, 64277); } } } else { if slot < 240 { if slot == 224 { return (90076, 64277, 64354); } if slot == 225 { return (90478, 64354, 64429); } if slot == 226 { return (90880, 64429, 64501); }
if slot == 227 { return (91282, 64501, 64571); } if slot == 228 { return (91684, 64571, 64639); } if slot == 229 { return (92086, 64639, 64704); } if slot == 230 { return (92491, 64704, 64766); } if slot == 231 { return (92891, 64766, 64827); } if slot == 232 { return (93293, 64827, 64884); } if slot == 233 { return (93695, 64884, 64940); } if slot == 234 { return (94097, 64940, 64993); } if slot == 235 { return (94499, 64993, 65043); } if slot == 236 { return (94901, 65043, 65091); } if slot == 237 { return (95303, 65091, 65137); } if slot == 238 { return (95705, 65137, 65180); } if slot == 239 { return (96108, 65180, 65220); } } else { if slot == 240 { return (96514, 65220, 65259); } if slot == 241 { return (96912, 65259, 65294); } if slot == 242 { return (97314, 65294, 65328); } if slot == 243 { return (97716, 65328, 65358); } if slot == 244 { return (98118, 65358, 65387);
} if slot == 245 { return (98520, 65387, 65413); } if slot == 246 { return (98922, 65413, 65436); } if slot == 247 { return (99325, 65436, 65457); } if slot == 248 { return (99727, 65457, 65476); } if slot == 249 { return (100129, 65476, 65492); } if slot == 250 { return (100531, 65492, 65505); } if slot == 251 { return (100933, 65505, 65516); } if slot == 252 { return (101335, 65516, 65525); } if slot == 253 { return (101737, 65525, 65531); } if slot == 254 { return (102139, 65531, 65535); } } } } } (102542, 65535, 65536) } fn atan(a: u32) -> (u32, u32, u32) { let slot = a / 459; if slot == 0 { return (0, 0, 459); } if slot == 1 { return (459, 459, 917); } if slot == 2 { return (918, 917, 1376); } if slot == 3 { return (1376, 1376, 1835); } if slot == 4 { return (1835, 1835, 2293); } if slot == 5 { return (2294, 2293, 2751); } if slot == 6 { return (2753, 2751, 3209); } if slot == 7 { return (3211, 3209, 3666); } if slot == 8 { return (3670, 3666, 4123); } if slot == 9 { return (4129, 4123, 4580); } if slot == 10 { return (4591, 4580, 5036); } if slot == 11 { return (5046, 5036, 5492); } if slot == 12 { return (5505, 5492, 5947);
} if slot == 13 { return (5964, 5947, 6402); } if slot == 14 { return (6423, 6402, 6856); } if slot == 15 { return (6881, 6856, 7310); } if slot == 16 { return (7340, 7310, 7762); } if slot == 17 { return (7799, 7762, 8214); } if slot == 18 { return (8258, 8214, 8665); } if slot == 19 { return (8716, 8665, 9116); } if slot == 20 { return (9181, 9116, 9565); } if slot == 21 { return (9634, 9565, 10014); } if slot == 22 { return (10093, 10014, 10462); } if slot == 23 { return (10551, 10462, 10908); } if slot == 24 { return (11010, 10908, 11354); } if slot == 25 { return (11469, 11354, 11798); } if slot == 26 { return (11928, 11798, 12242); } if slot == 27 { return (12386, 12242, 12684); } if slot == 28 { return (12845, 12684, 13125); } if slot == 29 { return (13304, 13125, 13565); } if slot == 30 { return (13762, 13565, 14004); } if slot == 31 { return (14221, 14004, 14442); } if slot == 32 { return (14680, 14442, 14878); } if slot == 33 { return (15139, 14878, 15313); } if slot == 34 { return (15598, 15313, 15746); } if slot == 35 { return (16056, 15746, 16178); } if slot == 36 { return (16515, 16178, 16609); } if slot == 37 { return (16974, 16609, 17038); } if slot == 38 { return (17433, 17038, 17466); } if slot == 39 { return (17891, 17466, 17892); } if slot == 40 { return (18353, 17892, 18317); } if slot == 41 { return (18809, 18317, 18740); } if slot == 42 { return (19268, 18740, 19161); } if slot == 43 { return (19726, 19161, 19581); } if slot == 44 { return (20185, 19581, 19999); } if slot == 45 {
return (20644, 19999, 20416); } if slot == 46 { return (21103, 20416, 20830); } if slot == 47 { return (21561, 20830, 21243); } if slot == 48 { return (22020, 21243, 21655); } if slot == 49 { return (22479, 21655, 22064); } if slot == 50 { return (22944, 22064, 22472); } if slot == 51 { return (23396, 22472, 22878); } if slot == 52 { return (23855, 22878, 23282); } if slot == 53 { return (24314, 23282, 23685); } if slot == 54 { return (24773, 23685, 24085); } if slot == 55 { return (25231, 24085, 24484); } if slot == 56 { return (25690, 24484, 24880); } if slot == 57 { return (26149, 24880, 25275); } if slot == 58 { return (26608, 25275, 25668); } if slot == 59 { return (27066, 25668, 26059); } if slot == 60 { return (27534, 26059, 26448); } if slot == 61 { return (27984, 26448, 26835); } if slot == 62 { return (28443, 26835, 27220); } if slot == 63 { return (28901, 27220, 27603); } if slot == 64 { return (29360, 27603, 27984); } if slot == 65 { return (29819, 27984, 28363); } if slot == 66 { return (30278, 28363, 28740); } if slot == 67 { return (30736, 28740, 29115); } if slot == 68 { return (31195, 29115, 29488); } if slot == 69 { return (31654, 29488, 29859); } if slot == 70 { return (32113, 29859, 30228); } if slot == 71 { return (32571, 30228, 30595); } if slot == 72 { return (33030, 30595, 30960); } if slot == 73 { return (33489, 30960, 31323); } if slot == 74 { return (33948, 31323, 31683); } if slot == 75 { return (34406, 31683, 32042); } if slot == 76 { return (34865, 32042, 32398); } if slot == 77 {
return (35324, 32398, 32753); } if slot == 78 { return (35783, 32753, 33105); } if slot == 79 { return (36241, 33105, 33455); } if slot == 80 { return (36700, 33455, 33804); } if slot == 81 { return (37159, 33804, 34150); } if slot == 82 { return (37618, 34150, 34494); } if slot == 83 { return (38076, 34494, 34836); } if slot == 84 { return (38535, 34836, 35175); } if slot == 85 { return (38994, 35175, 35513); } if slot == 86 { return (39453, 35513, 35849); } if slot == 87 { return (39911, 35849, 36183); } if slot == 88 { return (40370, 36183, 36514); } if slot == 89 { return (40829, 36514, 36843); } if slot == 90 { return (41288, 36843, 37171); } if slot == 91 { return (41746, 37171, 37496); } if slot == 92 { return (42205, 37496, 37819); } if slot == 93 { return (42664, 37819, 38141); } if slot == 94 { return (43123, 38141, 38460); } if slot == 95 { return (43581, 38460, 38777); } if slot == 96 { return (44040, 38777, 39092); } if slot == 97 { return (44499, 39092, 39405); } if slot == 98 { return (44958, 39405, 39716); } (45416, 39716, 40025) } fn erf_lut(x: u32) -> u32 { if x <= 5898 { if x <= 0 { return 0; } if x <= 655 { return 739; } if x <= 1310 { return 1478; } if x <= 1966 { return 2217; } if x <= 2621 { return 2956; } if x <= 3276 { return 3694; } if x <= 3932 { return 4431; } if x <= 4587 { return 5168; } if x <= 5242 { return 5903; } if x <= 5898 { return 6637; } }
if x <= 12451 { if x <= 6553 { return 7370; } if x <= 7208 { return 8101; } if x <= 7864 { return 8831; } if x <= 8519 { return 9559; } if x <= 9175 { return 10285; } if x <= 9830 { return 11009; } if x <= 10485 { return 11731; } if x <= 11141 { return 12451; } if x <= 11796 { return 13168; } if x <= 12451 { return 13883; } } if x <= 19005 { if x <= 13107 { return 14595; } if x <= 13762 { return 15304; } if x <= 14417 { return 16010; } if x <= 15073 { return 16713; } if x <= 15728 { return 17412; } if x <= 16384 { return 18109; } if x <= 17039 { return 18802; } if x <= 17694 { return 19491; } if x <= 18350 { return 20177; } if x <= 19005 { return 20859; } } if x <= 25559 { if x <= 19660 { return 21536; } if x <= 20316 { return 22210; } if x <= 20971 { return 22880; } if x <= 21626 { return 23545; } if x <= 22282 { return 24206; } if x <= 22937 { return 24863; } if x <= 23592 { return 25515; } if x <= 24248 { return 26162; } if x <= 24903 { return 26804; } if x <= 25559 { return 27442; } } if x <= 32112 { if x <= 26214 { return 28075; } if x <= 26869 { return 28702; } if x <= 27525 { retur
n 29325; } if x <= 28180 { return 29942; } if x <= 28835 { return 30554; } if x <= 29491 { return 31161; } if x <= 30146 { return 31762; } if x <= 30801 { return 32358; } if x <= 31457 { return 32948; } if x <= 32112 { return 33532; } } if x <= 38666 { if x <= 32768 { return 34111; } if x <= 33423 { return 34684; } if x <= 34078 { return 35251; } if x <= 34734 { return 35813; } if x <= 35389 { return 36368; } if x <= 36044 { return 36917; } if x <= 36700 { return 37461; } if x <= 37355 { return 37998; } if x <= 38010 { return 38530; } if x <= 38666 { return 39055; } } if x <= 45219 { if x <= 39321 { return 39574; } if x <= 39976 { return 40087; } if x <= 40632 { return 40593; } if x <= 41287 { return 41094; } if x <= 41943 { return 41588; } if x <= 42598 { return 42076; } if x <= 43253 { return 42557; } if x <= 43909 { return 43032; } if x <= 44564 { return 43501; } if x <= 45219 { return 43964; } } if x <= 51773 { if x <= 45875 { return 44420; } if x <= 46530 { return 44870; } if x <= 47185 { return 45313; } if x <= 47841 { return 45750; } if x <= 48496 { return 46181; } if x <= 49152 {
return 46606; } if x <= 49807 { return 47024; } if x <= 50462 { return 47436; } if x <= 51118 { return 47841; } if x <= 51773 { return 48241; } } if x <= 58327 { if x <= 52428 { return 48634; } if x <= 53084 { return 49021; } if x <= 53739 { return 49401; } if x <= 54394 { return 49776; } if x <= 55050 { return 50144; } if x <= 55705 { return 50506; } if x <= 56360 { return 50862; } if x <= 57016 { return 51212; } if x <= 57671 { return 51556; } if x <= 58327 { return 51894; } } if x <= 64880 { if x <= 58982 { return 52226; } if x <= 59637 { return 52552; } if x <= 60293 { return 52872; } if x <= 60948 { return 53186; } if x <= 61603 { return 53495; } if x <= 62259 { return 53797; } if x <= 62914 { return 54094; } if x <= 63569 { return 54386; } if x <= 64225 { return 54672; } if x <= 64880 { return 54952; } } if x <= 71434 { if x <= 65536 { return 55227; } if x <= 66191 { return 55496; } if x <= 66846 { return 55760; } if x <= 67502 { return 56019; } if x <= 68157 { return 56272; } if x <= 68812 { return 56520; } if x <= 69468 { return 56763; } if x <= 70123 { return 57001; } if x <= 70778
{ return 57234; } if x <= 71434 { return 57462; } } if x <= 77987 { if x <= 72089 { return 57685; } if x <= 72744 { return 57903; } if x <= 73400 { return 58116; } if x <= 74055 { return 58325; } if x <= 74711 { return 58529; } if x <= 75366 { return 58728; } if x <= 76021 { return 58923; } if x <= 76677 { return 59113; } if x <= 77332 { return 59299; } if x <= 77987 { return 59481; } } if x <= 84541 { if x <= 78643 { return 59658; } if x <= 79298 { return 59831; } if x <= 79953 { return 60000; } if x <= 80609 { return 60165; } if x <= 81264 { return 60326; } if x <= 81920 { return 60483; } if x <= 82575 { return 60636; } if x <= 83230 { return 60785; } if x <= 83886 { return 60931; } if x <= 84541 { return 61072; } } if x <= 91095 { if x <= 85196 { return 61211; } if x <= 85852 { return 61345; } if x <= 86507 { return 61477; } if x <= 87162 { return 61604; } if x <= 87818 { return 61729; } if x <= 88473 { return 61850; } if x <= 89128 { return 61968; } if x <= 89784 { return 62083; } if x <= 90439 { return 62194; } if x <= 91095 { return 62303; } } if x <= 97648 { if x <= 91750 { return 62
408; } if x <= 92405 { return 62511; } if x <= 93061 { return 62611; } if x <= 93716 { return 62708; } if x <= 94371 { return 62802; } if x <= 95027 { return 62894; } if x <= 95682 { return 62983; } if x <= 96337 { return 63070; } if x <= 96993 { return 63154; } if x <= 97648 { return 63235; } } if x <= 104202 { if x <= 98304 { return 63314; } if x <= 98959 { return 63391; } if x <= 99614 { return 63465; } if x <= 100270 { return 63538; } if x <= 100925 { return 63608; } if x <= 101580 { return 63676; } if x <= 102236 { return 63742; } if x <= 102891 { return 63806; } if x <= 103546 { return 63867; } if x <= 104202 { return 63927; } } if x <= 110755 { if x <= 104857 { return 63985; } if x <= 105512 { return 64042; } if x <= 106168 { return 64096; } if x <= 106823 { return 64149; } if x <= 107479 { return 64200; } if x <= 108134 { return 64249; } if x <= 108789 { return 64297; } if x <= 109445 { return 64343; } if x <= 110100 { return 64388; } if x <= 110755 { return 64431; } } if x <= 117309 { if x <= 111411 { return 64473; } if x <= 112066 { return 64514; } if x <= 112721 { return 64553; } if x
<= 113377 { return 64590; } if x <= 114032 { return 64627; } if x <= 114688 { return 64662; } if x <= 115343 { return 64696; } if x <= 115998 { return 64729; } if x <= 116654 { return 64760; } if x <= 117309 { return 64791; } } if x <= 123863 { if x <= 117964 { return 64821; } if x <= 118620 { return 64849; } if x <= 119275 { return 64876; } if x <= 119930 { return 64903; } if x <= 120586 { return 64928; } if x <= 121241 { return 64953; } if x <= 121896 { return 64977; } if x <= 122552 { return 64999; } if x <= 123207 { return 65021; } if x <= 123863 { return 65043; } } if x <= 130416 { if x <= 124518 { return 65063; } if x <= 125173 { return 65083; } if x <= 125829 { return 65102; } if x <= 126484 { return 65120; } if x <= 127139 { return 65137; } if x <= 127795 { return 65154; } if x <= 128450 { return 65170; } if x <= 129105 { return 65186; } if x <= 129761 { return 65201; } if x <= 130416 { return 65215; } } if x <= 222822 { if x <= 131072 { return 65229; } if x <= 137625 { return 65340; } if x <= 144179 { return 65413; } if x <= 150732 { return 65461; } if x <= 157286 { return 65490; } if x <= 163840 {
return 65509; } if x <= 170393 { return 65520; } if x <= 176947 { return 65527; } if x <= 183500 { return 65531; } if x <= 190054 { return 65533; } if x <= 196608 { return 65534; } if x <= 203161 { return 65535; } if x <= 209715 { return 65535; } if x <= 216268 { return 65535; } if x <= 222822 { return 65535; } } ONE }
use core::integer; use orion::numbers::fixed_point::implementations::fp16x16::math::lut; use orion::numbers::fixed_point::implementations::fp16x16::core::{ HALF, ONE, TWO, FP16x16, FP16x16Impl, FP16x16Add, FP16x16Sub, FP16x16Mul, FP16x16Div, FP16x16IntoFelt252, FixedTrait }; const TWO_PI: u32 = 411775; const PI: u32 = 205887; const HALF_PI: u32 = 102944; fn acos(a: FP16x16) -> FP16x16 { let asin_arg = (FixedTrait::ONE() - a * a).sqrt(); let asin_res = asin(asin_arg); if a.sign { FixedTrait::new(PI, false) - asin_res } else { asin_res } } fn acos_fast(a: FP16x16) -> FP16x16 { let asin_arg = (FixedTrait::ONE() - a * a).sqrt(); let asin_res = asin_fast(asin_arg); if a.sign { FixedTrait::new(PI, false) - asin_res } else { asin_res } } fn asin(a: FP16x16) -> FP16x16 { if (a.mag == ONE) { return FixedTrait::new(HALF_PI, a.sign); } let div = (FixedTrait::ONE() - a * a).sqrt(); atan(a / div) } fn asin_fast(a: FP16x16) -> FP16x16 { if (a.mag == ONE) { return FixedTrait::new(HALF_PI, a.sign); } let div = (FixedTrait::ONE() - a * a).sqrt(); atan_fast(a / div) } fn atan(a: FP16x16) -> FP16x16 { let mut at = a.abs(); let mut shift = false; let mut invert = false; if (at.mag > ONE) { at = FixedTrait::ONE() / at; invert = true; } if (at.mag > 45875) { let sqrt3_3 = FixedTrait::new(37837, false); at = (at - sqrt3_3) / (FixedTrait::ONE() + at * sqrt3_3); shift = true; } let r10 = FixedTrait::new(120, true) * at; let r9 = (r10 + FixedTrait::new(3066, true)) * at; let r8 = (r9 + FixedTrait::new(12727, false)) * at; let r7 = (r8 + FixedTrait::new(17170, true)) * at; let r6 = (r7 + FixedTrait::new(2865, false)) * at; let r5 = (r6 + FixedTrait::new(12456, false)) * at; let r4 = (r5 + FixedTrait::new(90, false)) * at; let r3 = (r4 + FixedTrait::new(21852, true)) * at;
let r2 = r3 * at; let mut res = (r2 + FixedTrait::new(65536, false)) * at; if (shift) { res = res + FixedTrait::new(34315, false); } if (invert) { res = res - FixedTrait::new(HALF_PI, false); } FixedTrait::new(res.mag, a.sign) } fn atan_fast(a: FP16x16) -> FP16x16 { let mut at = a.abs(); let mut shift = false; let mut invert = false; if (at.mag > ONE) { at = FixedTrait::ONE() / at; invert = true; } if (at.mag > 45875) { let sqrt3_3 = FixedTrait::new(37837, false); at = (at - sqrt3_3) / (FixedTrait::ONE() + at * sqrt3_3); shift = true; } let (start, low, high) = lut::atan(at.mag); let partial_step = FixedTrait::new(at.mag - start, false) / FixedTrait::new(459, false); let mut res = partial_step * FixedTrait::new(high - low, false) + FixedTrait::new(low, false); if (shift) { res = res + FixedTrait::new(34315, false); } if (invert) { res = res - FixedTrait::<FP16x16>::new(HALF_PI, false); } FixedTrait::new(res.mag, a.sign) } fn cos(a: FP16x16) -> FP16x16 { sin(FixedTrait::new(HALF_PI, false) - a) } fn cos_fast(a: FP16x16) -> FP16x16 { sin_fast(FixedTrait::new(HALF_PI, false) - a) } fn sin(a: FP16x16) -> FP16x16 { let a1 = a.mag % TWO_PI; let (whole_rem, partial_rem) = integer::u32_safe_divmod(a1, integer::u32_as_non_zero(PI)); let a2 = FixedTrait::new(partial_rem, false); let partial_sign = whole_rem == 1; let loop_res = a2 * _sin_loop(a2, 7, FixedTrait::ONE()); FixedTrait::new(loop_res.mag, a.sign ^ partial_sign && loop_res.mag != 0) } fn sin_fast(a: FP16x16) -> FP16x16 { let a1 = a.mag % TWO_PI; let (whole_rem, mut partial_rem) = integer::u32_safe_divmod(a1, integer::u32_as_non_zero(PI)); let partial_sign = whole_rem == 1; if partial_rem >= HALF_PI { partial_rem = PI - partial_rem; } let (start, low, high) = lut::sin(partial_rem); let partial_step = Fix
edTrait::new(partial_rem - start, false) / FixedTrait::new(402, false); let res = partial_step * (FixedTrait::new(high, false) - FixedTrait::new(low, false)) + FixedTrait::<FP16x16>::new(low, false); FixedTrait::new(res.mag, a.sign ^ partial_sign && res.mag != 0) } fn tan(a: FP16x16) -> FP16x16 { let sinx = sin(a); let cosx = cos(a); assert(cosx.mag != 0, 'tan undefined'); sinx / cosx } fn tan_fast(a: FP16x16) -> FP16x16 { let sinx = sin_fast(a); let cosx = cos_fast(a); assert(cosx.mag != 0, 'tan undefined'); sinx / cosx } fn _sin_loop(a: FP16x16, i: u32, acc: FP16x16) -> FP16x16 { let div = (2 * i + 2) * (2 * i + 3); let term = a * a * acc / FixedTrait::new_unscaled(div, false); let new_acc = FixedTrait::ONE() - term; if (i == 0) { return new_acc; } _sin_loop(a, i - 1, new_acc) } mod tests { use orion::numbers::fixed_point::implementations::fp16x16::helpers::{ assert_precise, assert_relative }; use orion::numbers::fixed_point::implementations::fp16x16::core::{ FP16x16PartialEq, FP16x16Print }; use super::{ FixedTrait, acos, HALF_PI, ONE, acos_fast, PI, atan_fast, atan, asin, cos, cos_fast, sin, sin_fast, tan };
fn test_acos() { let error = Option::Some(84); let a = FixedTrait::ONE(); assert(acos(a).into() == 0, 'invalid one'); let a = FixedTrait::new(ONE / 2, false); assert_relative(acos(a), 68629, 'invalid half', error); let a = FixedTrait::ZERO(); assert_relative(acos(a), HALF_PI.into(), 'invalid zero', Option::None(())); let a = FixedTrait::new(ONE / 2, true); assert_relative(acos(a), 137258, 'invalid neg half', error); let a = FixedTrait::new(ONE, true); assert_relative(acos(a), PI.into(), 'invalid neg one', Option::None(())); }
fn test_acos_fast() { let error = Option::Some(84); let a = FixedTrait::ONE(); assert(acos_fast(a).into() == 0, 'invalid one'); let a = FixedTrait::new(ONE / 2, false); assert_relative(acos_fast(a), 68629, 'invalid half', error); let a = FixedTrait::ZERO(); assert_relative(acos_fast(a), HALF_PI.into(), 'invalid zero', Option::None(())); let a = FixedTrait::new(ONE / 2, true); assert_relative(acos_fast(a), 137258, 'invalid neg half', error); let a = FixedTrait::new(ONE, true); assert_relative(acos_fast(a), PI.into(), 'invalid neg one', Option::None(())); }
fn test_acos_fail() { let a = FixedTrait::new(2 * ONE, true); acos(a); }
fn test_atan_fast() { let error = Option::Some(84); let a = FixedTrait::new(2 * ONE, false); assert_relative(atan_fast(a), 72558, 'invalid two', error); let a = FixedTrait::ONE(); assert_relative(atan_fast(a), 51472, 'invalid one', error); let a = FixedTrait::new(ONE / 2, false); assert_relative(atan_fast(a), 30386, 'invalid half', error); let a = FixedTrait::ZERO(); assert(atan_fast(a).into() == 0, 'invalid zero'); let a = FixedTrait::new(ONE / 2, true); assert_relative(atan_fast(a), -30386, 'invalid neg half', error); let a = FixedTrait::new(ONE, true); assert_relative(atan_fast(a), -51472, 'invalid neg one', error); let a = FixedTrait::new(2 * ONE, true); assert_relative(atan_fast(a), -72558, 'invalid neg two', error); }
fn test_atan() { let a = FixedTrait::new(2 * ONE, false); assert_relative(atan(a), 72558, 'invalid two', Option::None(())); let a = FixedTrait::ONE(); assert_relative(atan(a), 51472, 'invalid one', Option::None(())); let a = FixedTrait::new(ONE / 2, false); assert_relative(atan(a), 30386, 'invalid half', Option::None(())); let a = FixedTrait::ZERO(); assert(atan(a).into() == 0, 'invalid zero'); let a = FixedTrait::new(ONE / 2, true); assert_relative(atan(a), -30386, 'invalid neg half', Option::None(())); let a = FixedTrait::new(ONE, true); assert_relative(atan(a), -51472, 'invalid neg one', Option::None(())); let a = FixedTrait::new(2 * ONE, true); assert_relative(atan(a), -72558, 'invalid neg two', Option::None(())); }
fn test_asin() { let error = Option::Some(84); let a = FixedTrait::ONE(); assert_relative(asin(a), HALF_PI.into(), 'invalid one', Option::None(())); let a = FixedTrait::new(ONE / 2, false); assert_relative(asin(a), 34315, 'invalid half', error); let a = FixedTrait::ZERO(); assert_precise(asin(a), 0, 'invalid zero', Option::None(())); let a = FixedTrait::new(ONE / 2, true); assert_relative(asin(a), -34315, 'invalid neg half', error); let a = FixedTrait::new(ONE, true); assert_relative(asin(a), -HALF_PI.into(), 'invalid neg one', Option::None(())); }
fn test_asin_fail() { let a = FixedTrait::new(2 * ONE, false); asin(a); }
fn test_cos() { let a = FixedTrait::new(HALF_PI, false); assert(cos(a).into() == 0, 'invalid half pi'); let a = FixedTrait::new(HALF_PI / 2, false); assert_relative(cos(a), 46341, 'invalid quarter pi', Option::None(())); let a = FixedTrait::new(PI, false); assert_relative(cos(a), -1 * ONE.into(), 'invalid pi', Option::None(())); let a = FixedTrait::new(HALF_PI, true); assert_precise(cos(a), 0, 'invalid neg half pi', Option::None(())); let a = FixedTrait::new_unscaled(17, false); assert_relative(cos(a), -18033, 'invalid 17', Option::None(())); let a = FixedTrait::new_unscaled(17, true); assert_relative(cos(a), -18033, 'invalid -17', Option::None(())); }
fn test_cos_fast() { let error = Option::Some(84); let a = FixedTrait::new(HALF_PI, false); assert(cos_fast(a).into() == 0, 'invalid half pi'); let a = FixedTrait::new(HALF_PI / 2, false); assert_precise(cos_fast(a), 46341, 'invalid quarter pi', error); let a = FixedTrait::new(PI, false); assert_precise(cos_fast(a), -1 * ONE.into(), 'invalid pi', error); let a = FixedTrait::new(HALF_PI, true); assert_precise(cos(a), 0, 'invalid neg half pi', Option::None(())); let a = FixedTrait::new_unscaled(17, false); assert_precise(cos_fast(a), -18033, 'invalid 17', error); }
fn test_sin() { let a = FixedTrait::new(HALF_PI, false); assert_precise(sin(a), ONE.into(), 'invalid half pi', Option::None(())); let a = FixedTrait::new(HALF_PI / 2, false); assert_precise(sin(a), 46341, 'invalid quarter pi', Option::None(())); let a = FixedTrait::new(PI, false); assert(sin(a).into() == 0, 'invalid pi'); let a = FixedTrait::new(HALF_PI, true); assert_precise( sin(a), -ONE.into(), 'invalid neg half pi', Option::None(()) ); let a = FixedTrait::new_unscaled(17, false); assert_precise(sin(a), -63006, 'invalid 17', Option::None(())); let a = FixedTrait::new_unscaled(17, true); assert_precise(sin(a), 63006, 'invalid -17', Option::None(())); }
fn test_sin_fast() { let error = Option::Some(84); let a = FixedTrait::new(HALF_PI, false); assert_precise(sin_fast(a), ONE.into(), 'invalid half pi', error); let a = FixedTrait::new(HALF_PI / 2, false); assert_precise(sin_fast(a), 46341, 'invalid quarter pi', error); let a = FixedTrait::new(PI, false); assert(sin_fast(a).into() == 0, 'invalid pi'); let a = FixedTrait::new(HALF_PI, true); assert_precise(sin_fast(a), -ONE.into(), 'invalid neg half pi', error); let a = FixedTrait::new_unscaled(17, false); assert_precise(sin_fast(a), -63006, 'invalid 17', error); let a = FixedTrait::new_unscaled(17, true); assert_precise(sin_fast(a), 63006, 'invalid -17', error); }
fn test_tan() { let a = FixedTrait::new(HALF_PI / 2, false); assert_precise(tan(a), ONE.into(), 'invalid quarter pi', Option::None(())); let a = FixedTrait::new(PI, false); assert_precise(tan(a), 0, 'invalid pi', Option::None(())); let a = FixedTrait::new_unscaled(17, false); assert_precise(tan(a), 228990, 'invalid 17', Option::None(())); let a = FixedTrait::new_unscaled(17, true); assert_precise(tan(a), -228952, 'invalid -17', Option::None(())); } }
mod core; mod math; mod helpers;
use core::debug::PrintTrait; use orion::numbers::{fixed_point::core::FixedTrait, FP16x16}; use orion::numbers::fixed_point::implementations::fp16x16wide::math::{ core as core_math, trig, hyp, erf }; use orion::numbers::fixed_point::utils;
struct FP16x16W { mag: u64, sign: bool } const TWO: u64 = 131072; const ONE: u64 = 65536; const HALF: u64 = 32768; const MAX: u64 = 2147483648; impl FP16x16WImpl of FixedTrait<FP16x16W, u64> { fn ZERO() -> FP16x16W { FP16x16W { mag: 0, sign: false } } fn HALF() -> FP16x16W { FP16x16W { mag: HALF, sign: false } } fn ONE() -> FP16x16W { FP16x16W { mag: ONE, sign: false } } fn MAX() -> FP16x16W { FP16x16W { mag: MAX, sign: false } } fn new(mag: u64, sign: bool) -> FP16x16W { FP16x16W { mag: mag, sign: sign } } fn new_unscaled(mag: u64, sign: bool) -> FP16x16W { FP16x16W { mag: mag * ONE, sign: sign } } fn from_felt(val: felt252) -> FP16x16W { let mag = core::integer::u64_try_from_felt252(utils::felt_abs(val)).unwrap(); FixedTrait::new(mag, utils::felt_sign(val)) } fn abs(self: FP16x16W) -> FP16x16W { core_math::abs(self) } fn acos(self: FP16x16W) -> FP16x16W { trig::acos_fast(self) } fn acos_fast(self: FP16x16W) -> FP16x16W { trig::acos_fast(self) } fn acosh(self: FP16x16W) -> FP16x16W { hyp::acosh(self) } fn asin(self: FP16x16W) -> FP16x16W { trig::asin_fast(self) } fn asin_fast(self: FP16x16W) -> FP16x16W { trig::asin_fast(self) } fn asinh(self: FP16x16W) -> FP16x16W { hyp::asinh(self) } fn atan(self: FP16x16W) -> FP16x16W { trig::atan_fast(self) } fn atan_fast(self: FP16x16W) -> FP16x16W { trig::atan_fast(self) } fn atanh(self: FP16x16W) -> FP16x16W { hyp::atanh(self) } fn ceil(self: FP16x16W) -> FP16x16W { core_math::ceil(self) } fn cos(self: FP16x16W) -> FP16x16W { trig::cos_fast(self) } fn cos_fast(self: FP16x16W) -> FP16x16W { trig::cos_fast(self) } fn cosh(self: FP16x16W) -> FP16x16W { hyp::cosh(self) } fn floor(self: FP16x16W) ->
FP16x16W { core_math::floor(self) } fn exp(self: FP16x16W) -> FP16x16W { core_math::exp(self) } fn exp2(self: FP16x16W) -> FP16x16W { core_math::exp2(self) } fn ln(self: FP16x16W) -> FP16x16W { core_math::ln(self) } fn log2(self: FP16x16W) -> FP16x16W { core_math::log2(self) } fn log10(self: FP16x16W) -> FP16x16W { core_math::log10(self) } fn pow(self: FP16x16W, b: FP16x16W) -> FP16x16W { core_math::pow(self, b) } fn round(self: FP16x16W) -> FP16x16W { core_math::round(self) } fn sin(self: FP16x16W) -> FP16x16W { trig::sin_fast(self) } fn sin_fast(self: FP16x16W) -> FP16x16W { trig::sin_fast(self) } fn sinh(self: FP16x16W) -> FP16x16W { hyp::sinh(self) } fn sqrt(self: FP16x16W) -> FP16x16W { core_math::sqrt(self) } fn tan(self: FP16x16W) -> FP16x16W { trig::tan_fast(self) } fn tan_fast(self: FP16x16W) -> FP16x16W { trig::tan_fast(self) } fn tanh(self: FP16x16W) -> FP16x16W { hyp::tanh(self) } fn sign(self: FP16x16W) -> FP16x16W { core_math::sign(self) } fn NaN() -> FP16x16W { FP16x16W { mag: 0, sign: true } } fn is_nan(self: FP16x16W) -> bool { self == FP16x16W { mag: 0, sign: true } } fn INF() -> FP16x16W { FP16x16W { mag: 4294967295, sign: false } } fn POS_INF() -> FP16x16W { FP16x16W { mag: 4294967295, sign: false } } fn NEG_INF() -> FP16x16W { FP16x16W { mag: 4294967295, sign: true } } fn is_inf(self: FP16x16W) -> bool { self.mag == 4294967295 } fn is_pos_inf(self: FP16x16W) -> bool { self.is_inf() && !self.sign } fn is_neg_inf(self: FP16x16W) -> bool { self.is_inf() && self.sign } fn erf(self: FP16x16W) -> FP16x16W { erf::erf(self)
} } impl FP16x16WPrint of PrintTrait<FP16x16W> {
fn print(self: FP16x16W) { self.sign.print(); self.mag.print(); } } impl FP16x16WIntoFelt252 of Into<FP16x16W, felt252> { fn into(self: FP16x16W) -> felt252 { let mag_felt = self.mag.into(); if self.sign { mag_felt * -1 } else { mag_felt * 1 } } } impl FP16x16WIntoI32 of Into<FP16x16W, i32> { fn into(self: FP16x16W) -> i32 { _i32_into_fp(self) } } impl FP16x16IntoFP16x16W of Into<FP16x16, FP16x16W> { fn into(self: FP16x16) -> FP16x16W { FP16x16W { mag: self.mag.into(), sign: self.sign } } } impl FP16x16WTryIntoFP16x16 of TryInto<FP16x16W, FP16x16> { fn try_into(self: FP16x16W) -> Option<FP16x16> { match self.mag.try_into() { Option::Some(val) => { Option::Some(FP16x16 { mag: val, sign: self.sign }) }, Option::None => { Option::None(()) } } } } impl FP16x16WTryIntoI8 of TryInto<FP16x16W, i8> { fn try_into(self: FP16x16W) -> Option<i8> { _i8_try_from_fp(self) } } impl FP16x16WTryIntoU128 of TryInto<FP16x16W, u128> { fn try_into(self: FP16x16W) -> Option<u128> { if self.sign { Option::None(()) } else { Option::Some((self.mag / ONE).into()) } } } impl FP16x16WTryIntoU64 of TryInto<FP16x16W, u64> { fn try_into(self: FP16x16W) -> Option<u64> { if self.sign { Option::None(()) } else { Option::Some((self.mag / ONE).into()) } } } impl FP16x16WTryIntoU32 of TryInto<FP16x16W, u32> { fn try_into(self: FP16x16W) -> Option<u32> { if self.sign { Option::None(()) } else { (self.mag / ONE).try_into() } } } impl FP16x16WTryIntoU16 of TryInto<FP16x16W, u16> { fn try_into(self: FP16x16W) -> Option<u16> { if self.sign { Option::None(()) } else { (self.mag / ONE).try_into() }
} } impl FP16x16WTryIntoU8 of TryInto<FP16x16W, u8> { fn try_into(self: FP16x16W) -> Option<u8> { if self.sign { Option::None(()) } else { (self.mag / ONE).try_into() } } } impl FP16x16WPartialEq of PartialEq<FP16x16W> { fn eq(lhs: @FP16x16W, rhs: @FP16x16W) -> bool { core_math::eq(lhs, rhs) } fn ne(lhs: @FP16x16W, rhs: @FP16x16W) -> bool { core_math::ne(lhs, rhs) } } impl FP16x16WAdd of Add<FP16x16W> { fn add(lhs: FP16x16W, rhs: FP16x16W) -> FP16x16W { core_math::add(lhs, rhs) } } impl FP16x16WAddEq of AddEq<FP16x16W> {
fn add_eq(ref self: FP16x16W, other: FP16x16W) { self = Add::add(self, other); } } impl FP16x16WSub of Sub<FP16x16W> { fn sub(lhs: FP16x16W, rhs: FP16x16W) -> FP16x16W { core_math::sub(lhs, rhs) } } impl FP16x16WSubEq of SubEq<FP16x16W> {
fn sub_eq(ref self: FP16x16W, other: FP16x16W) { self = Sub::sub(self, other); } } impl FP16x16WMul of Mul<FP16x16W> { fn mul(lhs: FP16x16W, rhs: FP16x16W) -> FP16x16W { core_math::mul(lhs, rhs) } } impl FP16x16WMulEq of MulEq<FP16x16W> {
fn mul_eq(ref self: FP16x16W, other: FP16x16W) { self = Mul::mul(self, other); } } impl FP16x16WDiv of Div<FP16x16W> { fn div(lhs: FP16x16W, rhs: FP16x16W) -> FP16x16W { core_math::div(lhs, rhs) } } impl FP16x16WDivEq of DivEq<FP16x16W> {
fn div_eq(ref self: FP16x16W, other: FP16x16W) { self = Div::div(self, other); } } impl FP16x16WPartialOrd of PartialOrd<FP16x16W> { fn ge(lhs: FP16x16W, rhs: FP16x16W) -> bool { core_math::ge(lhs, rhs) } fn gt(lhs: FP16x16W, rhs: FP16x16W) -> bool { core_math::gt(lhs, rhs) } fn le(lhs: FP16x16W, rhs: FP16x16W) -> bool { core_math::le(lhs, rhs) } fn lt(lhs: FP16x16W, rhs: FP16x16W) -> bool { core_math::lt(lhs, rhs) } } impl FP16x16WNeg of Neg<FP16x16W> { fn neg(a: FP16x16W) -> FP16x16W { core_math::neg(a) } } impl FP16x16WRem of Rem<FP16x16W> { fn rem(lhs: FP16x16W, rhs: FP16x16W) -> FP16x16W { core_math::rem(lhs, rhs) } } fn _i32_into_fp(x: FP16x16W) -> i32 { let number_felt: felt252 = (x.mag / ONE).into(); let number_i32: i32 = number_felt.try_into().unwrap(); if x.sign { return number_i32 * -1_i32; } number_i32 } fn _i8_try_from_fp(x: FP16x16W) -> Option<i8> { let unscaled_mag: Option<u8> = (x.mag / ONE).try_into(); match unscaled_mag { Option::Some => { let number_felt: felt252 = unscaled_mag.unwrap().into(); let mut number_i8: i8 = number_felt.try_into().unwrap(); if x.sign { return Option::Some(number_i8 * -1_i8); } Option::Some(number_i8) }, Option::None => Option::None(()) } }
use core::debug::PrintTrait; use orion::numbers::fixed_point::implementations::fp16x16wide::core::{ HALF, ONE, TWO, FP16x16W, FP16x16WImpl, FP16x16WSub, FP16x16WDiv, FixedTrait, FP16x16WPrint }; const DEFAULT_PRECISION: u64 = 7; // 1e-4 // To use `DEFAULT_PRECISION`, final arg is: `Option::None(())`. // To use `custom_precision` of 430_u32: `Option::Some(430_u32)`. fn assert_precise( result: FP16x16W, expected: felt252, msg: felt252, custom_precision: Option<u64> ) { let precision = match custom_precision { Option::Some(val) => val, Option::None => DEFAULT_PRECISION, }; let diff = (result - FixedTrait::from_felt(expected)).mag; if (diff > precision) { result.print(); assert(diff <= precision, msg); } } fn assert_relative( result: FP16x16W, expected: felt252, msg: felt252, custom_precision: Option<u64> ) { let precision = match custom_precision { Option::Some(val) => val, Option::None => DEFAULT_PRECISION, }; let diff = result - FixedTrait::from_felt(expected); let rel_diff = (diff / result).mag; if (rel_diff > precision) { result.print(); assert(rel_diff <= precision, msg); } }
mod core; mod comp; mod lut; mod trig; mod hyp; mod erf;
use orion::numbers::fixed_point::implementations::fp16x16wide::core::{ FP16x16W, FixedTrait, FP16x16WImpl, FP16x16WPartialOrd, FP16x16WPartialEq }; fn max(a: FP16x16W, b: FP16x16W) -> FP16x16W { if a >= b { a } else { b } } fn min(a: FP16x16W, b: FP16x16W) -> FP16x16W { if a <= b { a } else { b } } fn xor(a: FP16x16W, b: FP16x16W) -> bool { if (a == FixedTrait::new(0, false) || b == FixedTrait::new(0, false)) && (a != b) { true } else { false } } fn or(a: FP16x16W, b: FP16x16W) -> bool { let zero = FixedTrait::new(0, false); if a == zero && b == zero { false } else { true } } fn and(a: FP16x16W, b: FP16x16W) -> bool { let zero = FixedTrait::new(0, false); if a == zero || b == zero { false } else { true } } fn where(a: FP16x16W, b: FP16x16W, c: FP16x16W) -> FP16x16W { if a == FixedTrait::new(0, false) { c } else { b } } fn bitwise_and(a: FP16x16W, b: FP16x16W) -> FP16x16W { FixedTrait::new(a.mag & b.mag, a.sign & b.sign) } fn bitwise_xor(a: FP16x16W, b: FP16x16W) -> FP16x16W { FixedTrait::new(a.mag ^ b.mag, a.sign ^ b.sign) } fn bitwise_or(a: FP16x16W, b: FP16x16W) -> FP16x16W { FixedTrait::new(a.mag | b.mag, a.sign | b.sign) } mod tests { use super::{FixedTrait, max, min, bitwise_and, bitwise_xor, bitwise_or};
fn test_max() { let a = FixedTrait::new_unscaled(1, false); let b = FixedTrait::new_unscaled(0, false); let c = FixedTrait::new_unscaled(1, true); assert(max(a, a) == a, 'max(a, a)'); assert(max(a, b) == a, 'max(a, b)'); assert(max(a, c) == a, 'max(a, c)'); assert(max(b, a) == a, 'max(b, a)'); assert(max(b, b) == b, 'max(b, b)'); assert(max(b, c) == b, 'max(b, c)'); assert(max(c, a) == a, 'max(c, a)'); assert(max(c, b) == b, 'max(c, b)'); assert(max(c, c) == c, 'max(c, c)'); }
fn test_min() { let a = FixedTrait::new_unscaled(1, false); let b = FixedTrait::new_unscaled(0, false); let c = FixedTrait::new_unscaled(1, true); assert(min(a, a) == a, 'min(a, a)'); assert(min(a, b) == b, 'min(a, b)'); assert(min(a, c) == c, 'min(a, c)'); assert(min(b, a) == b, 'min(b, a)'); assert(min(b, b) == b, 'min(b, b)'); assert(min(b, c) == c, 'min(b, c)'); assert(min(c, a) == c, 'min(c, a)'); assert(min(c, b) == c, 'min(c, b)'); assert(min(c, c) == c, 'min(c, c)'); }
fn test_bitwise_and() { let a = FixedTrait::new(225280, false); let b = FixedTrait::new(4160843776, true); let c = FixedTrait::new(94208, false); assert(bitwise_and(a, b) == c, 'bitwise_and(a,b)') }
fn test_bitwise_xor() { let a = FixedTrait::new(225280, false); let b = FixedTrait::new(4160843776, true); let c = FixedTrait::new(4160880640, true); assert(bitwise_xor(a, b) == c, 'bitwise_xor(a,b)') }
fn test_bitwise_or() { let a = FixedTrait::new(225280, false); let b = FixedTrait::new(4160843776, true); let c = FixedTrait::new(4160974848, true); assert(bitwise_or(a, b) == c, 'bitwise_or(a,b)') } }
use core::integer; use orion::numbers::fixed_point::implementations::fp16x16wide::core::{ HALF, ONE, MAX, FP16x16W, FP16x16WImpl, FP16x16WAdd, FP16x16WAddEq, FP16x16WSub, FP16x16WMul, FP16x16WMulEq, FP16x16WTryIntoU128, FP16x16WPartialEq, FP16x16WPartialOrd, FP16x16WSubEq, FP16x16WNeg, FP16x16WDiv, FP16x16WIntoFelt252, FixedTrait }; use orion::numbers::fixed_point::implementations::fp16x16wide::math::lut; fn abs(a: FP16x16W) -> FP16x16W { FixedTrait::new(a.mag, false) } fn add(a: FP16x16W, b: FP16x16W) -> FP16x16W { if a.sign == b.sign { return FixedTrait::new(a.mag + b.mag, a.sign); } if a.mag == b.mag { return FixedTrait::ZERO(); } if (a.mag > b.mag) { FixedTrait::new(a.mag - b.mag, a.sign) } else { FixedTrait::new(b.mag - a.mag, b.sign) } } fn ceil(a: FP16x16W) -> FP16x16W { let (div, rem) = integer::u64_safe_divmod(a.mag, integer::u64_as_non_zero(ONE)); if rem == 0 { a } else if !a.sign { FixedTrait::new_unscaled(div + 1, false) } else if div == 0 { FixedTrait::new_unscaled(0, false) } else { FixedTrait::new_unscaled(div, true) } } fn div(a: FP16x16W, b: FP16x16W) -> FP16x16W { let a_u64 = integer::u64_wide_mul(a.mag, ONE); let res_u64 = a_u64 / b.mag.into(); FixedTrait::new(res_u64.try_into().unwrap(), a.sign ^ b.sign) } fn eq(a: @FP16x16W, b: @FP16x16W) -> bool { (*a.mag == *b.mag) && (*a.sign == *b.sign) } fn exp(a: FP16x16W) -> FP16x16W { exp2(FixedTrait::new(94548, false) * a) } fn exp2(a: FP16x16W) -> FP16x16W { if (a.mag == 0) { return FixedTrait::ONE(); } let (int_part, frac_part) = integer::u64_safe_divmod(a.mag, integer::u64_as_non_zero(ONE)); let int_res = FixedTrait::new_unscaled(lut::exp2(int_part), false); let mut res_u = int_res; if frac_part != 0 { let frac = FixedTrait::new(frac_part, false); let r7 = FixedTrait::new(1, false) * frac; let r6 = (r7 + FixedTrait::new(
10, false)) * frac; let r5 = (r6 + FixedTrait::new(87, false)) * frac; let r4 = (r5 + FixedTrait::new(630, false)) * frac; let r3 = (r4 + FixedTrait::new(3638, false)) * frac; let r2 = (r3 + FixedTrait::new(15743, false)) * frac; let r1 = (r2 + FixedTrait::new(45426, false)) * frac; res_u = res_u * (r1 + FixedTrait::ONE()); } if a.sign { FixedTrait::ONE() / res_u } else { res_u } } fn exp2_int(exp: u64) -> FP16x16W { FixedTrait::new_unscaled(lut::exp2(exp), false) } fn floor(a: FP16x16W) -> FP16x16W { let (div, rem) = integer::u64_safe_divmod(a.mag, integer::u64_as_non_zero(ONE)); if rem == 0 { a } else if !a.sign { FixedTrait::new_unscaled(div, false) } else { FixedTrait::new_unscaled(div + 1, true) } } fn ge(a: FP16x16W, b: FP16x16W) -> bool { if a.sign != b.sign { !a.sign } else { (a.mag == b.mag) || ((a.mag > b.mag) ^ a.sign) } } fn gt(a: FP16x16W, b: FP16x16W) -> bool { if a.sign != b.sign { !a.sign } else { (a.mag != b.mag) && ((a.mag > b.mag) ^ a.sign) } } fn le(a: FP16x16W, b: FP16x16W) -> bool { if a.sign != b.sign { a.sign } else { (a.mag == b.mag) || ((a.mag < b.mag) ^ a.sign) } } fn ln(a: FP16x16W) -> FP16x16W { FixedTrait::new(45426, false) * log2(a) } fn log2(a: FP16x16W) -> FP16x16W { assert(a.sign == false, 'must be positive'); if (a.mag == ONE) { return FixedTrait::ZERO(); } else if (a.mag < ONE) { let div = FixedTrait::ONE() / a; return -log2(div); } let whole = a.mag / ONE; let (msb, div) = lut::msb(whole); if a.mag == div * ONE { FixedTrait::new_unscaled(msb, false) } else { let norm = a / FixedTrait::new_unscaled(div, false); let r8 = FixedTrait::new(596, true) * norm; let r7 = (r8 + FixedTrait::new(8116, false)) * norm; let r6 = (r7 + FixedTrait::new(49044, tr
ue)) * norm; let r5 = (r6 + FixedTrait::new(172935, false)) * norm; let r4 = (r5 + FixedTrait::new(394096, true)) * norm; let r3 = (r4 + FixedTrait::new(608566, false)) * norm; let r2 = (r3 + FixedTrait::new(655828, true)) * norm; let r1 = (r2 + FixedTrait::new(534433, false)) * norm; r1 + FixedTrait::new(224487, true) + FixedTrait::new_unscaled(msb, false) } } fn log10(a: FP16x16W) -> FP16x16W { FixedTrait::new(19728, false) * log2(a) } fn lt(a: FP16x16W, b: FP16x16W) -> bool { if a.sign != b.sign { a.sign } else { (a.mag != b.mag) && ((a.mag < b.mag) ^ a.sign) } } fn mul(a: FP16x16W, b: FP16x16W) -> FP16x16W { let prod_u128 = integer::u64_wide_mul(a.mag, b.mag); FixedTrait::new((prod_u128 / ONE.into()).try_into().unwrap(), a.sign ^ b.sign) } fn ne(a: @FP16x16W, b: @FP16x16W) -> bool { (*a.mag != *b.mag) || (*a.sign != *b.sign) } fn neg(a: FP16x16W) -> FP16x16W { if a.mag == 0 { a } else if !a.sign { FixedTrait::new(a.mag, !a.sign) } else { FixedTrait::new(a.mag, false) } } fn pow(a: FP16x16W, b: FP16x16W) -> FP16x16W { let (_, rem) = integer::u64_safe_divmod(b.mag, integer::u64_as_non_zero(ONE)); if (rem == 0) { return pow_int(a, b.mag / ONE, b.sign); } exp(b * ln(a)) } fn pow_int(a: FP16x16W, b: u64, sign: bool) -> FP16x16W { let mut x = a; let mut n = b; if sign { x = FixedTrait::ONE() / x; } if n == 0 { return FixedTrait::ONE(); } let mut y = FixedTrait::ONE(); let two = integer::u64_as_non_zero(2); while n > 1 { let (div, rem) = integer::u64_safe_divmod(n, two); if rem == 1 { y = x * y; } x = x * x; n = div; }; x * y } fn rem(a: FP16x16W, b: FP16x16W) -> FP16x16W { a - floor(a / b) * b } fn round(a: FP16x16W) -> FP16x16W { let (div, rem) = integer::u64_safe_divmod(a.mag, integer::u64_as_non_
zero(ONE)); if (HALF <= rem) { FixedTrait::new_unscaled(div + 1, a.sign) } else { FixedTrait::new_unscaled(div, a.sign) } } fn sqrt(a: FP16x16W) -> FP16x16W { assert(a.sign == false, 'must be positive'); let root = integer::u64_sqrt(a.mag.into() * ONE.into()); FixedTrait::new(root.into(), false) } fn sub(a: FP16x16W, b: FP16x16W) -> FP16x16W { add(a, -b) } fn sign(a: FP16x16W) -> FP16x16W { if a.mag == 0 { FixedTrait::new(0, false) } else { FixedTrait::new(ONE, a.sign) } } mod tests { use orion::numbers::fixed_point::implementations::fp16x16wide::helpers::{ assert_precise, assert_relative }; use orion::numbers::fixed_point::implementations::fp16x16wide::math::trig::{PI, HALF_PI}; use super::{ FixedTrait, ONE, FP16x16W, ceil, floor, sqrt, round, lut, pow, exp, exp2, exp2_int, ln, log2, log10, eq, add, ne, HALF };
fn test_into() { let a = FixedTrait::<FP16x16W>::new_unscaled(5, false); assert(a.mag == 5 * ONE, 'invalid result'); }
fn test_try_into_u128() { let a = FixedTrait::<FP16x16W>::new_unscaled(5, false); assert(a.try_into().unwrap() == 5_u128, 'invalid result'); let b = FixedTrait::<FP16x16W>::new(5 * ONE, false); assert(b.try_into().unwrap() == 5_u128, 'invalid result'); let d = FixedTrait::<FP16x16W>::new_unscaled(0, false); assert(d.try_into().unwrap() == 0_u128, 'invalid result'); }
fn test_negative_try_into_u128() { let a = FixedTrait::<FP16x16W>::new_unscaled(1, true); let _a: u128 = a.try_into().unwrap(); }
fn test_acos() { let a = FixedTrait::<FP16x16W>::ONE(); assert(a.acos().into() == 0, 'invalid one'); }
fn test_asin() { let a = FixedTrait::ONE(); assert_precise(a.asin(), HALF_PI.into(), 'invalid one', Option::None(())); }
fn test_atan() { let a = FixedTrait::new(2 * ONE, false); assert_relative(a.atan(), 72558, 'invalid two', Option::None(())); }
fn test_ceil() { let a = FixedTrait::new(190054, false); assert(ceil(a).mag == 3 * ONE, 'invalid pos decimal'); }
fn test_floor() { let a = FixedTrait::new(190054, false); assert(floor(a).mag == 2 * ONE, 'invalid pos decimal'); }
fn test_round() { let a = FixedTrait::new(190054, false); assert(round(a).mag == 3 * ONE, 'invalid pos decimal'); }
fn test_sqrt_fail() { let a = FixedTrait::new_unscaled(25, true); sqrt(a); }
fn test_sqrt() { let mut a = FixedTrait::new_unscaled(0, false); assert(sqrt(a).mag == 0, 'invalid zero root'); a = FixedTrait::new_unscaled(25, false); assert(sqrt(a).mag == 5 * ONE, 'invalid pos root'); }
fn test_msb() { let a = FixedTrait::<FP16x16W>::new_unscaled(100, false); let (msb, div) = lut::msb(a.mag / ONE); assert(msb == 6, 'invalid msb'); assert(div == 64, 'invalid msb ceil'); }
fn test_pow() { let a = FixedTrait::new_unscaled(3, false); let b = FixedTrait::new_unscaled(4, false); assert(pow(a, b).mag == 81 * ONE, 'invalid pos base power'); }
fn test_pow_frac() { let a = FixedTrait::new_unscaled(3, false); let b = FixedTrait::new(32768, false); assert_relative( pow(a, b), 113512, 'invalid pos base power', Option::None(()) ); }
fn test_exp() { let a = FixedTrait::new_unscaled(2, false); assert_relative(exp(a), 484249, 'invalid exp of 2', Option::None(())); }
fn test_exp2() { let a = FixedTrait::new_unscaled(5, false); assert(exp2(a).mag == 2097152, 'invalid exp2 of 2'); }
fn test_exp2_int() { assert(exp2_int(5).into() == 2097152, 'invalid exp2 of 2'); }
fn test_ln() { let mut a = FixedTrait::new_unscaled(1, false); assert(ln(a).mag == 0, 'invalid ln of 1'); a = FixedTrait::new(178145, false); assert_relative(ln(a), ONE.into(), 'invalid ln of 2.7...', Option::None(())); }
fn test_log2() { let mut a = FixedTrait::new_unscaled(32, false); assert(log2(a) == FixedTrait::new_unscaled(5, false), 'invalid log2 32'); a = FixedTrait::new_unscaled(10, false); assert_relative(log2(a), 217706, 'invalid log2 10', Option::None(())); }
fn test_log10() { let a = FixedTrait::new_unscaled(100, false); assert_relative(log10(a), 2 * ONE.into(), 'invalid log10', Option::None(())); }
fn test_eq() { let a = FixedTrait::new_unscaled(42, false); let b = FixedTrait::new_unscaled(42, false); let c = eq(@a, @b); assert(c, 'invalid result'); }
fn test_ne() { let a = FixedTrait::new_unscaled(42, false); let b = FixedTrait::new_unscaled(42, false); let c = ne(@a, @b); assert(!c, 'invalid result'); }
fn test_add() { let a = FixedTrait::new_unscaled(1, false); let b = FixedTrait::new_unscaled(2, false); assert(add(a, b) == FixedTrait::new_unscaled(3, false), 'invalid result'); }
fn test_add_eq() { let mut a = FixedTrait::new_unscaled(1, false); let b = FixedTrait::new_unscaled(2, false); a += b; assert(a == FixedTrait::<FP16x16W>::new_unscaled(3, false), 'invalid result'); }
fn test_sub() { let a = FixedTrait::new_unscaled(5, false); let b = FixedTrait::new_unscaled(2, false); let c = a - b; assert(c == FixedTrait::<FP16x16W>::new_unscaled(3, false), 'false result invalid'); }
fn test_sub_eq() { let mut a = FixedTrait::new_unscaled(5, false); let b = FixedTrait::new_unscaled(2, false); a -= b; assert(a == FixedTrait::<FP16x16W>::new_unscaled(3, false), 'invalid result'); }
fn test_mul_pos() { let a = FP16x16W { mag: 190054, sign: false }; let b = FP16x16W { mag: 190054, sign: false }; let c = a * b; assert(c.mag == 551155, 'invalid result'); }
fn test_mul_neg() { let a = FixedTrait::new_unscaled(5, false); let b = FixedTrait::new_unscaled(2, true); let c = a * b; assert(c == FixedTrait::<FP16x16W>::new_unscaled(10, true), 'invalid result'); }
fn test_mul_eq() { let mut a = FixedTrait::new_unscaled(5, false); let b = FixedTrait::new_unscaled(2, true); a *= b; assert(a == FixedTrait::<FP16x16W>::new_unscaled(10, true), 'invalid result'); }
fn test_div() { let a = FixedTrait::new_unscaled(10, false); let b = FixedTrait::<FP16x16W>::new(190054, false); let c = a / b; assert(c.mag == 225986, 'invalid pos decimal'); }
fn test_le() { let a = FixedTrait::new_unscaled(1, false); let b = FixedTrait::new_unscaled(0, false); let c = FixedTrait::<FP16x16W>::new_unscaled(1, true); assert(a <= a, 'a <= a'); assert(!(a <= b), 'a <= b'); assert(!(a <= c), 'a <= c'); assert(b <= a, 'b <= a'); assert(b <= b, 'b <= b'); assert(!(b <= c), 'b <= c'); assert(c <= a, 'c <= a'); assert(c <= b, 'c <= b'); assert(c <= c, 'c <= c'); }
fn test_lt() { let a = FixedTrait::new_unscaled(1, false); let b = FixedTrait::new_unscaled(0, false); let c = FixedTrait::<FP16x16W>::new_unscaled(1, true); assert(!(a < a), 'a < a'); assert(!(a < b), 'a < b'); assert(!(a < c), 'a < c'); assert(b < a, 'b < a'); assert(!(b < b), 'b < b'); assert(!(b < c), 'b < c'); assert(c < a, 'c < a'); assert(c < b, 'c < b'); assert(!(c < c), 'c < c'); }
fn test_ge() { let a = FixedTrait::new_unscaled(1, false); let b = FixedTrait::new_unscaled(0, false); let c = FixedTrait::<FP16x16W>::new_unscaled(1, true); assert(a >= a, 'a >= a'); assert(a >= b, 'a >= b'); assert(a >= c, 'a >= c'); assert(!(b >= a), 'b >= a'); assert(b >= b, 'b >= b'); assert(b >= c, 'b >= c'); assert(!(c >= a), 'c >= a'); assert(!(c >= b), 'c >= b'); assert(c >= c, 'c >= c'); }
fn test_gt() { let a = FixedTrait::new_unscaled(1, false); let b = FixedTrait::new_unscaled(0, false); let c = FixedTrait::<FP16x16W>::new_unscaled(1, true); assert(!(a > a), 'a > a'); assert(a > b, 'a > b'); assert(a > c, 'a > c'); assert(!(b > a), 'b > a'); assert(!(b > b), 'b > b'); assert(b > c, 'b > c'); assert(!(c > a), 'c > a'); assert(!(c > b), 'c > b'); assert(!(c > c), 'c > c'); }
fn test_cos() { let a = FixedTrait::<FP16x16W>::new(HALF_PI, false); assert(a.cos().into() == 0, 'invalid half pi'); }