diff options
| author | tslil <tslil@posteo.de> | 2026-09-19 09:59:29 +0100 |
|---|---|---|
| committer | tslil <tslil@posteo.de> | 2026-09-19 19:23:34 +0100 |
| commit | fe7268110d93e2abe4d4b51ac64e83521a8d6382 (patch) | |
| tree | 68c26f1532e64c498df3a2020c2f4741509e1e39 /include/weights_5.c | |
| parent | 3f918be9b31026ae546f66c565b9494dab6d82a2 (diff) | |
big refactor
* use elo
* optionally train on only diagonal
* train-inference nonlinearity alignment
Diffstat (limited to 'include/weights_5.c')
| -rw-r--r-- | include/weights_5.c | 550 |
1 files changed, 275 insertions, 275 deletions
diff --git a/include/weights_5.c b/include/weights_5.c index cbe5b53..93de126 100644 --- a/include/weights_5.c +++ b/include/weights_5.c @@ -1,297 +1,297 @@ /* generated by nn_train.py, do not edit by hand */ -/* iter=20, perf=+4837-2263=1700, rate=54.966 */ +/* iter=1, elo=1605.7, rated_games=1,200 */ #ifndef WEIGHTS_FIVE #define WEIGHTS_FIVE #include "weights_5.h" const float FIVE_embedding[7] = { - 0.0740088075, 1.24314356, 0.470590502, 1.9706943, -1.07658768, -0.110831268, -1.71863568 + -0.107056081, 1.57254577, -0.88146174, 0.129297495, 1.52432585, 1.08536971, 0.311268926 }; const float FIVE_dense_weights[FIVE_DENSE_NUM][FIVE_INP_NUM] NN_ALIGNED = { - {-0.736501038, 0.441505551, -0.0101214806, 0.00838176813, 0.128412887, 0.0572147146, 0.00972155482, 0.115386635, - 0.119603187, 0.14025943, 0.114817813, 0.0303258933, 0.0892734081, 0.11637944, -0.0400928557, 0.133098051, - 0.0543531738, 0.079443492, 0.137819752, 0.0814808607, 0.0843888149, 0.0232406333, 0.091927141, 0.0622601695, - 0.0152867809, 0.144588381, 0.129209518}, - {0.585523427, -0.348218173, 0.0201869905, -0.0927824378, -0.079847075, 0.00570499012, 0.019028658, -0.0525778793, - 0.0241511595, -0.0778653324, 0.0649214983, -0.0720155463, 0.0816128254, 0.152107835, 0.122573361, 0.00469767535, - 0.0939414054, -0.00473231031, 0.106732287, 0.0535288267, 0.121206462, 0.142429635, 0.0481809713, 0.0417780764, - -0.137944624, 0.0609199479, 0.137769178}, - {0.462448597, -0.407749623, 0.0928331017, 0.169065684, -0.0239023864, -0.043717999, 0.0748787001, -0.115180753, - 0.00713600824, -0.0456510931, -0.115847155, -0.0928038359, -0.0936625302, 0.00672320556, -0.122399807, -0.197665408, - -0.0889568478, -0.0234494805, 0.0380730927, 0.0320549458, -0.140820429, 0.123263285, 0.0330723673, -0.115847103, - 0.0344328955, 0.0078370925, 0.0235057231}, - {-0.394853741, 0.619607925, 0.000623293105, 0.0626177266, 0.0993065983, -0.0508532375, 0.0422961935, -0.0329102054, - 0.0658184364, -0.00211412669, 0.071218811, -0.00110832648, 0.0992975384, 0.0485603251, 0.043090459, 0.0198037624, - 0.144100145, 0.075020507, -0.0265296474, 0.1072428, 0.119981416, -0.081960164, -0.0284454729, 0.0727817416, - 0.0209743958, 0.017231239, 0.00270501012}, - {0.322544158, -0.334278047, -0.103440411, -0.166788399, -0.121835642, -0.0188177433, 0.0470861383, -0.0765447021, - -0.151401475, 0.0245341826, -0.0653189644, -0.137065485, -0.0791330934, -0.0928802639, -0.118125282, -0.0103837829, - -0.105004698, -0.124869317, -0.140310287, -0.0502006561, -0.154444039, -0.0629348978, -0.0932405964, -0.060754858, - -0.178571165, -0.0198839214, -0.0266791955}, - {0.48355487, -0.390889734, 0.077595599, -0.0655251518, 0.143206969, -0.102194585, -0.139597893, -0.0420332812, - 0.0287977494, -0.116232172, -0.0313235372, -0.0885956362, 0.033777222, 0.00323530566, 0.00361841219, 0.0489796698, - 0.162499145, -0.100385226, -0.160346776, -0.012796713, -0.092316702, 0.00321569922, 0.0583160706, -0.189311892, - -0.0899522752, -0.00434100768, -0.0259704161}, - {0.56332922, -0.362275988, 0.0443004631, 0.0566074625, 0.103790238, 0.116797395, 0.0716718212, -0.00739252847, - -0.0622435883, -0.0145862829, -0.0833693147, -0.136529267, 0.0718827471, 0.0215955507, 0.12628819, -0.0718128085, - 0.0909880102, -0.101973854, -0.00682962313, 0.0249344036, -0.0967680514, -0.0909264088, -0.166580185, 0.121361844, - 0.123275392, -0.0651039332, 0.0537181273}, - {-0.819170773, 0.319890618, 0.141533777, 0.129072368, -0.0416160114, 0.051628653, 0.081989117, 0.0895106494, - -0.0747076198, 0.1649829, -0.0243134368, 0.0412659608, 0.030081179, -0.0334956907, 0.00654935138, 0.149787158, - 0.0927348658, 0.0314128175, 0.130006343, -0.0245594271, 0.192781106, 0.0554638095, 0.0114317741, 0.178244412, - 0.132871851, 0.155762359, 0.0562597178}, - {-0.28783685, 0.800749838, 0.0654582605, 0.16760315, -0.0268351845, 0.0785852894, 0.0815776661, 0.0205644313, - -0.0319911316, 0.130168468, 0.0646079183, -0.0104910787, -0.0759830847, 0.0305559859, 0.16011776, 0.0711820126, - 0.0454082005, 0.078481257, 0.00481300708, 0.0328404978, 0.0453402773, 0.020932721, -0.0534755625, 0.0791933984, - 0.0573769771, -0.0207710471, -0.0651272088}, - {0.443260223, -0.382645726, 0.0540792719, -0.0148503678, 0.0803779736, -0.148579612, 0.175915852, 0.0861628428, - -0.126483589, -0.137266189, 0.0693714172, 0.0376117416, 0.0510658026, 0.0994918942, -0.00325085898, -0.141312346, - -0.18967995, -0.1160748, -0.0589719862, 0.0061827735, -0.127816349, -0.0692821294, 0.0541898757, -0.14229548, - -0.0578054674, -0.0225470457, 0.0464053452}, - {-0.204074055, 0.799709797, -0.0926644951, -0.0725759491, -0.0710309893, 0.084686704, 0.0408146083, 0.0254257284, - 0.121725418, 0.0215996467, -0.0359991416, 0.0957524031, 0.0953931063, -0.00680645928, -0.0204294901, 0.12974003, - 0.112353064, 0.156413019, 0.164305806, 0.0415933207, 0.0266439002, -0.0343691036, 0.0610345528, -0.0121211726, - 0.0274683293, -0.0188910402, -0.122497492}, - {-0.754237473, 0.489109159, -0.0150684342, 0.0150721166, 0.0898994058, 0.117045648, 0.180196047, 0.0989702791, - 0.118802801, 0.0894164145, 0.0476460047, 0.0852576643, 0.0704386756, 0.126215875, 0.0863139778, 0.0404747985, - 0.0579191074, -0.027498249, 0.0362317972, 0.0889331922, -0.0816930681, 0.0614292808, 0.0247090347, 0.136105731, - 0.157695234, -0.0156611446, 0.110241055}, - {0.313439459, -0.371197999, -0.0812235922, -0.130841494, -0.15772593, -0.0686921179, -0.113482796, -0.215832263, - -0.263810158, -0.138681024, -0.0457723662, -0.0189078543, -0.0898318738, -0.00338601694, -0.0972477868, -0.0171671677, - -0.175094023, -0.0579345673, -0.0215088259, -0.0257680323, 0.0197421573, -0.00804031081, -0.0486229621, -0.0935873836, - -0.0598373115, 0.0556947142, -0.0341284163}, - {-0.0283087846, 1.01821673, 0.0245439559, -0.0584667772, 0.0596237145, 0.117861398, -0.150972486, -0.105874307, - 0.13461031, 0.127710566, 0.0638094619, -0.0524306707, 0.0142664034, 0.176166981, 0.0509422906, 0.105261885, - -0.0829668492, 0.0342497528, -0.0993484035, -0.0566260181, 0.0703369901, -0.0444689468, 0.0637464449, 0.112646125, - 0.0266214907, -0.0401618667, -0.122857191}, - {0.494186699, -0.433338791, -0.0518285334, -0.124452204, 0.0497728549, -0.0852343068, 0.00520238606, 0.0706914961, - -0.00554902293, -0.0658616275, -0.0817680433, -0.119707204, -0.0898402631, -0.11220105, -0.0157136191, -0.104440816, - -0.00855437294, -0.116905071, 0.0119658746, -0.112882987, 0.0223040786, 0.0165890623, -0.0733309537, -0.10083314, - 0.0402964987, -0.0173071269, -0.115835465}, - {0.585159421, -0.537825108, -0.00638052402, -0.00731653441, -0.0890905112, 0.0726372227, -0.0513539203, -0.193280995, - -0.138472408, 0.00548683852, -0.0036317159, -0.0830583051, -0.251722008, 0.0221150201, -0.0875414535, -0.0016881146, - 0.108474821, -0.160211459, -0.115118034, 0.0284992438, 0.0648568422, -0.136975646, -0.122525007, 0.0966260657, - 0.0641387627, -0.113552749, -0.109446473}, - {0.193843648, -0.242976606, -0.193332702, -0.292165011, -0.278867573, -0.228950977, -0.238747001, -0.0930175334, - -0.0573855378, -0.165438771, -0.240651086, -0.0511921868, 0.0324299969, -0.0392116196, -0.111929521, -0.274590582, - -0.148756132, -0.111382566, -0.0805970877, -0.0647319108, -0.199062288, -0.185016915, 0.0627402514, 0.00906337332, - -0.0627135858, -0.135310128, -0.169047281}, - {-0.215394437, 0.889513314, 0.00638777902, 0.00826172903, 0.0156073878, 0.0459904447, -0.00762421312, -0.0168544892, - 0.0577065274, 0.0580772273, 0.0874491185, -0.0387069285, 0.0537195019, 0.10909301, 0.10909342, 0.0418900773, - -0.0534538031, -0.0679726452, 0.113790199, 0.058318954, -0.0312984921, -0.0566174537, -0.0532646477, -0.0796468034, - -0.124961801, -0.00909277145, 0.0655762851}, - {-0.228752688, 0.836602569, -0.066971913, 0.00661093649, 0.0622722507, -0.0991612822, 0.0580747649, 0.0461828969, - -0.00459896866, 0.0183859095, 0.125690386, 0.0345075168, 0.055562906, 0.0219121948, 0.0377271026, 0.0509790927, - 0.116534844, 0.0217704326, 0.0595090501, 0.0035141164, -0.0847472772, 0.0247160643, -0.0256635621, 0.105417542, - -0.0172405094, -0.00555314263, 0.0275831074}, - {-0.523936927, 0.542215705, 0.0836628824, 0.0148690064, -0.107132636, 0.0131806992, 0.0877602249, 0.0387383178, - 0.0478802584, 0.0926990509, 0.191303402, 0.106592536, -0.0540394038, 0.0751547292, -0.0609236471, -0.0316190124, - -0.0191638581, -0.00913275406, 0.0661239922, 0.183413312, -0.0261334088, 0.0737154484, 0.0801930279, -0.0199935101, - 0.0367107987, 0.0859389529, -0.0555933639}, - {0.288705468, -0.441975057, -0.10542386, -0.027804669, 0.0127640441, -0.188249782, -0.0386438929, -0.159199029, - -0.115368813, -0.109920412, -0.0792587996, -0.128983915, -0.174695253, -0.15355587, 0.013300905, -0.131267965, - -0.196564063, -0.13494356, -0.176885277, -0.0716164261, -0.0909028128, -0.172184154, -0.173392311, -0.061146494, - -0.0728916377, -0.0879944786, -0.130929112}, - {0.577622175, -0.508731306, 0.0489397533, -0.0387292616, -0.175800875, 0.0470782071, -0.0244599395, -0.183845922, - -0.076273866, -0.0991943106, -0.172568753, -0.0689993054, -0.0389560014, -0.089046672, 0.0276372749, 0.039563179, - -0.0502255633, 0.0743123293, 0.0455570854, -0.176738515, -0.0365099125, -0.105101839, 0.0263801813, 0.0622431785, - -0.00551946554, -0.176056966, -0.149150908}, - {0.336864412, -0.319015056, 0.132177919, 0.00744339731, -0.211662367, 0.0252622422, 0.0705826059, 0.0777326003, - -0.156707972, -0.0793115273, 0.0194405708, -0.0405637026, -0.12632072, -0.189731076, -0.0813506842, -0.094583191, - -0.0984284878, 0.034173172, -0.113607906, -0.0468458906, -0.107121952, -0.0256407987, -0.022450408, -0.243887752, - -0.0653076544, -0.0913802236, -0.10388568}, - {0.578416288, -0.503526211, 0.0678627491, -0.0796723217, -0.0205171332, -0.087524496, 0.123584375, -0.0171893202, - 0.0144450143, 0.0352460146, 0.0494950749, 0.0144806793, -0.122311831, 0.104767658, -0.0340576917, -0.0769768059, - -0.187032133, -0.0312526077, 0.0730399415, -0.0127690043, -0.0796863586, -0.0862771943, 0.00205425057, -0.0247630179, - -0.0599246062, -0.100494251, -0.00546842441}, - {0.562040985, -0.488121718, -0.0126014715, 0.0654413924, -0.0157233886, -0.0506547168, -0.0735116154, 0.000446558377, - 0.0883243307, 0.0476379693, -0.0356399193, -0.0790520981, 0.0242921375, 0.083447054, -0.0226964466, -0.0555270053, - -0.0491245911, -0.11149352, -0.0803522915, -0.129119724, -0.121286027, -0.0180314351, -0.00345550943, 0.119797938, - 0.00104405289, -0.101297848, -0.0751108006}, - {0.238196939, -0.53691113, -0.151438579, -0.100090817, -0.176935419, -0.0520765968, -0.266078323, -0.0999380946, - 0.040820688, -0.0347121321, -0.0450287312, -0.183185175, -0.163738295, 0.000619773462, -0.0867412314, -0.0491779186, - -0.236263737, -0.157642022, -0.0430997536, -0.14331156, -0.118139446, -0.16108115, -0.201048821, -0.177758396, - -0.129035383, -0.203504562, -0.164767295}, - {0.441368878, -0.395885527, -0.153076977, -0.0806180239, -0.0695551485, -0.0865602046, -0.211709112, -0.0284602828, - -0.127726078, -0.00846482534, -0.164641082, -0.104029126, -0.21861203, -0.167878583, 0.00975916069, -0.0954109281, - 0.000394121686, -0.102626011, -0.019367246, -0.114014499, -0.0390974656, 0.0309991166, 0.0340251587, 0.0921528116, - -0.133139834, 0.110572889, -0.0450299494}, - {-1.37051094, -0.209623411, 0.138460785, 0.092090182, 0.0507118851, 0.0916386992, 0.188570067, 0.0877156034, - 0.00925927609, 0.0311223976, 0.158533677, 0.0935553014, 0.0593449324, 0.0900341645, -0.0495540574, 0.0888268873, - 0.00726486882, 0.195680708, 0.00532209128, 0.121221334, 0.0602692068, 0.0463516042, 0.0633608252, 0.000764071126, - 0.142929018, -0.0125963408, 0.140731975}, - {-1.02481186, -0.0301061235, 0.0968682766, -0.00556900632, 0.131804481, 0.076072745, 0.0394872352, 0.124811731, - 0.0580817759, -0.0613573231, 0.137282491, 0.0988281816, 0.110931978, 0.0479087867, 0.0885298625, -0.0936895385, - 0.173342228, -0.0392186679, 0.102072865, -0.0210707225, 0.102531731, 0.152089283, 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{-0.0144940568, 0.0875491053, 0.0193265714, -0.0427722819, -0.0137878619, 0.122514509, -0.118327513, -0.144594491, + 0.039245639, -0.167635649, -0.131826565, 0.0791596472, -0.106716782, 0.138579577, 0.0573720112, 0.146468818, + 0.126111582, -0.0891450569, -0.187989116, -0.110069141, 0.0265749078, 0.0485910662, 0.127895728, -0.136718288, + 0.00486727152, 0.074877277, 0.0841798261}, + {-0.115947045, -0.0815744326, 0.0962111205, 0.124095641, -0.000113309739, -0.050789699, 0.169500813, -0.0543582775, + 0.0490500182, 0.107391484, 0.0940941423, -0.0788560286, -0.119959407, -0.129166201, -0.0883254334, -0.00658770325, + -0.144865111, 0.104666039, 0.0673807561, 0.128282934, 0.0518612638, 0.0407452546, 0.119319059, -0.0195252486, + 0.118702404, -0.0513600335, -0.023790434}, }; const float FIVE_dense_biases[FIVE_DENSE_NUM] = { - 0.0607186109, -0.0681320056, 0.00174399419, -0.0552374087, 0.169119328, 0.059536662, 0.121260114, 0.0594619587, - 0.123958312, 0.142431423, -0.066357702, 0.1571486, 0.0430835485, 0.0681126416, 0.218000457, 0.0866415352, - -0.0935378969, 0.18506594, -0.0619109422, -0.0327474251, 0.279266626, 0.247783005, 0.0759725198, 0.267866522, - 0.0564821772, 0.162609458, 0.116303787, 0.0144420909, 0.0144254379, 0.0594321191, 0.0713874102, 0.120119229, - -0.0792147592, 0.151572526, 0.0799025595, 0.241775259, 0.132559836, 0.221947417, -0.0514785275, 0.188967034, - 0.196275517, 0.0211338401, 0.128358856, -0.0350252055, 0.194681481, 0.125860646, -0.104203798, 0.0794227272, - -0.0228515472, 0.156887457, 0.10330575, 0.18149218, 0.160906896, 0.250343442, 0.239296943, 0.0897175968, - 0.0577574857, -0.0525054261, -0.0180928297, -0.0237387344, -0.0620574579, -0.0873452052, 0.0453474857, 0.117129661 + 0.184154049, -0.0378458425, 0.183093876, -0.0080242753, 0.102332413, 0.183470353, -0.104653649, 0.180053473, + 0.0481173173, -0.152572319, 0.0127777783, -0.0312985182, 0.0399781056, 0.118381582, -0.173663497, 0.0267720241, + 0.0292022303, 0.14473331, 0.189653888, -0.151288509, 0.116915807, 0.0336895622, -0.175192595, -0.120204777, + 0.095160082, 0.183481187, -0.162827566, -0.064959608, -0.189971775, -0.17095466, -0.191529781, 0.0670864582, + -0.136453718, 0.100945257, -0.157902598, 0.0227670446, -0.0594408363, 0.000920747756, -0.133156687, 0.0797674879, + 0.135855094, -0.0125222057, -0.187858924, -0.105459847, -0.105646022, 0.0555062182, 0.188671499, -0.0521565042, + 0.00194925338, -0.00793262292, 0.0186251029, 0.00244897255, 0.12571308, -0.14607656, -0.0890545547, -0.183423445, + -0.141658604, -0.0616963618, -0.025944123, 0.0540205278, -0.152142838, -0.0668404996, 0.176948458, -0.0250180755 }; const float FIVE_logit_weights[FIVE_DENSE_NUM] NN_ALIGNED = { - 0.366290689, -0.179763243, -0.170635402, 0.358551443, -0.301865429, -0.204198688, -0.18824023, 0.368638158, - 0.29080224, -0.110242181, 0.260225922, 0.333086222, -0.242419481, 0.257134348, -0.183402345, -0.260596663, - -0.272571802, 0.304102749, 0.33268097, 0.333681524, -0.446022332, -0.248471856, -0.232226282, -0.329673767, - -0.238541022, -0.486667186, -0.209973752, 0.601931572, 0.395690441, 0.195730135, 0.266417474, -0.295594722, - 0.409933716, -0.158102736, 0.31490761, -0.293863147, -0.134037212, -0.291068882, 0.193977296, -0.144613206, - 0.299789637, -0.232466415, -0.251558155, -0.20994027, -0.279022664, -0.185697749, 0.142207414, 0.255289674, - -0.258415729, -0.143972635, 0.151671469, -0.366263509, -0.123788796, -0.322885275, -0.363797396, -0.156830251, - 0.550342262, 0.203263223, -0.183517739, -0.203325212, -0.108895399, 0.191670418, -0.131806001, 0.275587142 + -0.0772386044, -0.0170361251, -0.0426058918, 0.0888897926, 0.0727625042, 0.122489706, 0.0608881712, -0.0408361405, + 0.118295908, 0.037237674, 0.0149261355, 0.120876253, -0.0685143024, 0.100188315, -0.0480415374, 0.124152735, + -0.0264933854, 0.108507723, 0.101005271, 0.0470455289, 0.0472079217, -0.12096563, -0.000403001904, -0.0012858808, + -0.0941059142, -0.108057931, 0.0379516929, 0.0377163738, -0.0350441337, -0.0614878684, 0.0228298008, -0.118863195, + -0.0860731304, -0.098130703, -0.0383326858, -0.11350739, 0.0641452819, 0.0606613606, 0.0704503208, -0.0973125994, + 0.0247275382, 0.0464537442, 0.119046345, -0.0689847767, -0.0681778938, -0.117268726, -0.0113481879, -0.0933452249, + -0.00120897591, 0.00429883599, 0.0202691704, -0.023321867, 0.0216833055, 0.0654085726, 0.000852569938, 0.121629402, + 0.045461446, 0.0234107673, 0.0507824719, 0.0449485183, -0.112117022, -0.00845275819, 0.0772273093, -0.0543818772 }; -const float FIVE_logit_bias = -0.0882488862; +const float FIVE_logit_bias = 0.077988714; #endif
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