diff options
Diffstat (limited to 'include/weights_5.c')
| -rw-r--r-- | include/weights_5.c | 553 |
1 files changed, 279 insertions, 274 deletions
diff --git a/include/weights_5.c b/include/weights_5.c index 7e254f8..5648011 100644 --- a/include/weights_5.c +++ b/include/weights_5.c @@ -1,289 +1,294 @@ /* generated by nn_train.py, do not edit by hand */ -/* v098, val_corr=0.9123 */ +/* v010, val_corr=0.9136, rate=0.7714 */ #include "weights_5.h" +const float five_embedding[7] = +{ + -0.352801919, -0.851079345, -0.213445649, -1.34711647, 0.884809256, 0.307861924, 0.994306982 +}; + const float five_dense_weights[FIVE_DENSE_NUM][FIVE_INP_NUM] NN_ALIGNED = { - {-0.017687507, -2.7726233, -3.18424511, -0.694748878, -1.08251417, 0.252432942, -1.59602427, 0.613304615, - -0.0209749062, 0.501225889, 0.428674579, 0.709405005, 0.876026511, -0.0243752133, 0.13531214, -0.0246725027, - -0.201236486, -0.210551634, 0.718519807, -0.160790935, 0.316674501, -0.765163124, -0.618982673, 0.612452507, - -0.169427812, -0.0110228499, -0.751906395, 0.12217132}, - {0.305975586, -1.02205753, -0.405607224, 0.760527909, -0.128717557, 1.30133402, -0.276660174, 0.451471746, - 0.238462925, -0.126678392, 1.1251303, -0.140467376, -0.202640042, 0.32708323, 0.473448724, 0.89310801, - 0.40762493, 0.160802051, -0.0101828268, 0.379917711, 0.201904431, 0.664304197, 0.185341775, 0.560308635, - 0.395599753, 0.780205846, -0.653292239, 0.154138252}, - {-0.0196500644, -2.70877528, -3.66019845, -0.232481405, 0.00873931497, 0.247044995, 0.418322444, -0.051310055, - -0.342084587, -0.203185201, 0.0428542271, -0.434620678, -0.298130661, -0.460759789, -0.123185799, -0.176625043, - 0.0745659843, -0.888225198, -0.699625373, 0.0152557986, -0.402519584, -0.883676648, -0.559899509, -0.0690891743, - -0.24945198, -0.499730766, 0.203070641, -0.438601047}, - {-0.0378410481, 0.831621885, -5.39371777, -0.464221478, 0.331321567, -0.00553717278, 1.75570929, -0.523817182, - 0.584070861, 0.221932322, -0.800884664, -0.179113105, -0.1847056, -0.841097295, 0.201882526, -1.02349102, - -0.177126676, -0.0751212165, 0.672071815, 0.079591684, -0.297446489, -0.393640786, -0.622128308, 0.083089076, - 0.660041988, 0.11959824, -0.302385867, -1.13328278}, - {0.184374928, -2.11827135, 0.207292944, 0.17241393, -0.291959703, 0.163224146, 0.584029436, 0.86053741, - -0.253029168, -0.380560517, -0.487380594, 0.595696032, 0.623381972, 0.649845064, 0.179142594, -0.428994745, - 0.778253853, 0.990351677, 0.215283349, -0.0454968773, 0.656820476, 1.17538595, 0.735170186, -0.131170705, - -0.295662344, 1.20901132, 0.301301599, 0.922978342}, - {-0.0477715209, 0.299437135, 0.096707128, 0.0406936333, -0.175266534, -0.113555215, -0.235045731, -0.163982585, - -0.103490964, 0.118130855, -0.123898365, -0.200351447, -0.062734738, 0.102499172, -0.045119781, -0.267439753, - -0.128720567, -0.166820407, -0.167664438, -0.0568483882, -0.055328548, -0.0406381711, -0.156312823, -0.213186815, - -0.625713587, -0.381198198, -0.178947985, -0.162815019}, - {-0.0408952162, -3.45756292, -1.34200835, 0.0731342584, 0.0544441901, 0.110050783, 0.344100058, -0.725269496, - 0.437899977, -0.537460029, -0.296831816, -1.6424371, 0.172409892, 0.131585047, -0.445751727, 0.217447102, - -0.115501568, -0.855109751, -0.481499732, 0.511147738, 0.264388591, 0.727477372, 0.0770836025, 1.02176356, - 1.38628113, 1.76832759, -0.0538811684, 0.755088449}, - {-0.0282496195, -1.09568977, -3.95432925, 0.470584571, 0.272390813, -0.0829138905, -0.253350347, -0.641710341, - 0.260734975, -1.08649123, -0.397490114, -0.676264048, -0.49863717, 0.109579749, 0.0378338993, 0.486935675, - 1.04397559, -0.0339488238, 0.493080288, -0.246185184, -1.268906, -0.629128814, -0.523642719, -0.320555538, - 0.0850056484, -0.432449639, -0.227868319, -0.684521019}, - {0.126250565, -2.1314621, -9.1196804, -0.0801002756, -0.424118429, -0.138885885, -0.427886397, 0.42626527, - 0.533555806, -0.171532229, 0.00831813738, -0.16042164, -0.346267283, -0.441860348, -0.282887459, 0.063266173, - 0.64383918, 0.699429333, 0.281832844, -0.0484559052, 0.0195856858, 0.29366672, 0.43402198, -0.270008564, - 0.196564257, 1.18874121, 0.194568455, 0.817874253}, - {0.0998077914, 2.48213387, -5.02890444, 0.589919031, 0.274164915, -0.0167664476, 0.313575327, 0.380198032, - 0.580552399, -0.279666334, 0.0576464459, -0.340578943, -0.303388894, 0.0579651445, -0.192700222, 0.259907186, - 0.127785906, -0.0286185667, 0.139277443, -0.222778827, 0.191977218, 0.128683344, -0.013065299, 0.525240898, - -0.892806232, -0.124871373, -0.37049827, 0.667414367}, - {0.048153121, -1.46441472, -1.83816898, -0.23596105, -0.0525623932, 0.361069888, -0.404454976, -0.184483185, - 0.0100732222, 0.694974899, 0.410766572, 0.378488213, -0.586687922, 0.854564071, 0.794285059, -1.23339212, - 0.296620727, 0.896819651, -0.216232404, -1.00979805, -0.610438168, -0.904467702, -0.218700871, -0.0166311953, - -0.401803017, 0.120803088, -1.14684284, 0.0952027217}, - {-0.0324007645, 0.0488809049, 0.157106653, -0.00516019529, 0.0421396233, 0.00136998552, -0.0102051962, 0.0717003495, - -0.0423207618, 0.0142850317, 0.0516465977, 0.0280033927, -0.00678033894, -0.00974127091, 0.0116989752, -0.0127554797, - -0.00596701447, 0.0552557409, 0.0221525282, 0.0615149625, -0.0233675968, 0.0794110745, 0.12168695, -0.34219563, - -0.395809859, -0.362125039, -0.346448332, -0.399106383}, - {-0.0267151631, -2.56482983, -4.88011217, 0.09028209, 0.179611534, -0.318436384, 0.45468685, 0.520879626, - 0.0488886647, 0.09951251, 0.041528035, 0.0312570594, 0.539736152, -0.40504545, 0.340407491, 0.0347913429, - 0.485069156, -0.301279783, -0.0366242714, -0.382876962, 0.444674641, 0.628474474, 0.459671855, -0.327964932, - -0.628498316, 0.402651817, -0.0973869339, 0.813784003}, - {-0.183114827, -1.98381853, 0.415526628, -0.0883045942, 0.0517880172, 0.319699973, 0.136292756, -2.29299068, - -0.0727772936, -0.110973671, 0.108571291, -0.322578281, -1.352795, -0.332373887, -0.49182418, 0.207086965, - -0.253715366, -2.09938145, -0.177402422, -0.0757525638, -0.430394381, -0.404820919, -1.00606346, 0.207171142, - 0.350688815, -0.0484649427, 0.183782265, -1.15140569}, - {-0.0362447836, 1.06354749, -1.23299289, 0.465078086, 1.0613625, -0.75183028, -0.883582592, 1.64945459, - 0.30923453, -0.150417224, -0.567531049, -0.0845861062, 0.763042986, -1.40916693, -0.217184648, -0.339353561, - 0.705073178, 1.47145176, -0.0275013223, 0.215996116, -0.62504226, 0.786813736, 1.11716723, 0.430455655, - 0.426445484, 1.09807837, 0.682189643, 0.793541014}, - {0.0605719425, -1.5270201, -2.02333045, 0.334690273, 0.097131744, 0.0878544375, 0.664643764, -1.27231848, - 0.0590001158, 0.95432061, 1.482342, 0.751511157, 0.282043576, -0.325293154, 0.0423535518, 0.445080817, - 0.516905546, 0.0423260964, -0.00436464325, 0.209859475, 0.405998886, -0.2421491, 0.38215062, -0.624033511, - 0.980600119, 0.395838708, 0.737524211, -0.0301853959}, - {-0.264390856, 0.00447343616, 0.572782934, 0.0531108305, 0.143604264, 0.0561246835, -0.474388719, -0.212672651, - 0.0809418857, 0.0370290391, -0.390509278, -0.989919364, -0.482206255, 0.164907277, -0.360560507, -0.355930209, - -0.627535582, -0.124950886, 0.120545797, -0.0971757472, -1.15071845, -0.749056876, -0.35757491, 0.113903187, - -0.0105860615, -1.038571, 0.469155639, 0.342842788}, - {0.168753788, -2.73271942, -0.158344552, 0.394571871, 0.153508767, -0.486535609, 0.0107338214, 0.183814526, - -0.0703299269, 0.328833371, -0.14791061, 0.0572811551, 0.496548027, 1.83897889, 0.661762834, 0.845462322, - 1.00526989, 0.24658905, 0.126682073, 0.509696007, 0.686646461, 0.792747617, 0.400123119, -0.0646533072, - 0.0701639652, -0.13613975, -0.0214697868, -0.410822034}, - {-0.126906678, -0.0759056807, -0.475337893, -1.24434912, 0.120860711, -0.0816293582, 0.370602846, 0.126830906, - -1.12032413, -0.452190071, 0.378851265, 0.0787992105, 0.452513158, -1.59483504, -0.925934017, 0.0985669047, - -0.0592967831, -0.063750416, -0.806170225, -0.904370308, -0.0288544223, 0.140288487, 0.204684362, -0.737900376, - -1.18681502, 0.311962366, -0.23348704, 0.325737089}, - {0.042846255, -1.01401317, -0.787675023, 0.320858449, 0.600958943, 1.01925588, 1.41290712, -0.625177979, - -0.527758777, -0.245332941, 0.231125176, 1.03572583, 0.0886845738, -1.55435121, -0.119136661, -0.516718507, - 1.08180618, 0.321707219, -0.964534223, -0.77063024, -0.568375289, 0.638082147, 0.399400443, -0.504099786, - -0.93797797, -0.461517245, 0.552734435, 1.21082044}, - {-0.0027246878, -0.822401404, -5.78269768, -0.367361158, 0.0395893529, -0.632945657, -0.79833281, -0.960032165, - 0.661225736, 0.500198066, 0.058203496, 0.127557114, 0.105093434, 0.660576642, 0.888604403, 0.400705993, - -0.280454457, 0.440834939, -0.725442648, -0.461237013, -0.481059194, -0.216810524, -0.146271884, -1.33439291, - -0.323164523, 0.0793281496, -0.707304299, 0.26752919}, - {0.0547249876, 1.82959437, -3.78089833, 0.828881621, 0.294022411, 0.608274877, 0.0549198091, 0.63434273, - -0.005911869, 0.297854215, 0.802860022, 0.964098036, 0.629039109, -0.419598252, 0.104968935, 0.726039469, - 0.228668824, -0.102511063, -0.448736191, -0.677962899, 0.47755897, 0.102762185, 0.0820724443, -0.462765187, - 0.160549238, 0.679351926, 0.450417966, -0.00261037424}, - {0.0740314499, 0.125401676, -6.3721447, 0.130388469, -0.0373040326, -0.25745067, 0.415108651, 2.04560685, - 0.0510546863, 1.47437394, -0.454688609, -1.12459505, 0.154450417, 0.380756974, 0.356446415, -0.0130162379, - -0.143411413, -0.250218809, -0.0217493474, 0.19030562, 0.974928677, 0.225417852, -0.636997759, 0.965796292, - 0.54893893, -0.320783466, 0.22444652, -0.0994358808}, - {0.088921845, 0.501326561, 0.0984886885, -0.0642404482, -0.0899887159, 0.00427165208, 0.0686437488, 0.0139860315, - -0.0470670536, -0.0333355293, 0.06151684, 0.0388135798, 0.0823084116, 0.0565618165, 0.0938319117, 0.113721102, - 0.0392451994, 0.0705398023, 0.00511221588, 0.0808409825, 0.042969346, 0.307290494, 0.399382472, 0.641138136, - 0.585508347, 0.644836426, 0.561508, 0.290235937}, - {-0.0653936565, -7.93236113, 0.182766557, -1.34688294, -0.906135321, -0.678245366, -0.878894389, -0.463245302, - 0.508853018, -0.663949072, 0.52267462, 0.601760328, -1.02037764, 0.266515017, 0.697541535, -0.0412226915, - 0.145522296, -0.621190965, -0.470039606, 0.289924204, 0.502045512, 0.254058033, -1.25108385, -0.0010011862, - 0.235496506, -0.0438185334, 0.0435181446, 0.0483496264}, - {-0.0155108329, -5.65538692, -3.72422981, -0.229338065, -0.142547324, -0.0605753995, 0.774035037, 0.605769455, - 0.649825454, -0.32895577, -0.516424835, -0.467582762, -0.492001206, 0.315332323, 0.305014402, -0.826091528, - 0.470321804, 0.592903495, 0.539531887, 0.114279613, 0.753841937, -0.0721266344, 0.203808784, -0.191284075, - -0.400418758, 0.962654769, 0.540521801, -0.192482814}, - {-0.0841482431, -3.11816883, 2.52213597, 0.221693054, 0.39964658, -0.126087815, 0.396655947, -1.00298798, - -0.0180124193, 0.0227001999, 0.101735108, -0.504606009, -0.795736074, 0.26131025, 0.0629129708, -0.182299256, - -0.58673501, -0.379303366, -0.729669929, -0.605720103, -1.0318737, -1.10907018, -1.38460314, -1.86592114, - -1.74185932, -1.66521406, -2.83507466, -1.5353936}, - {-0.0271777753, -1.65670753, -0.138010547, -1.38469684, 0.871935904, 0.606624186, 0.542895257, 0.734829485, - 1.23499441, 0.341616333, -0.0553627461, -1.2573204, 0.975557566, -0.716557145, -1.01092935, -0.102436081, - -0.756014705, -0.881072462, 0.145312831, 1.41733027, 0.541355014, 0.752016008, -0.619402647, 0.801285207, - 0.771121264, 0.549716473, -0.60874182, -0.553624809}, - {0.243606463, -3.29466152, -8.61932087, 0.288695276, 0.121720523, 0.830552101, -0.176525846, -0.209575742, - -0.368370116, 0.531418085, 0.00779051706, 0.153792143, 0.449948102, 0.128135011, 1.1711061, 0.0699489042, - 0.0200876687, -0.361263305, 0.574860215, 0.273856223, -0.179232404, 0.330728799, -0.162115857, 0.0653959066, - 0.245886594, 1.64160967, -0.575041175, -0.489283413}, - {0.0341560878, -0.321620941, -0.0295257904, 1.00346386, 1.44676077, 0.791196287, 1.43390977, 0.750319719, - 0.439511091, 0.828590572, 0.759809554, 1.12685275, 0.702608287, 0.368128806, 0.165622681, -0.404972076, - -0.400121003, -0.533207476, -0.406070203, 0.291544706, -0.191007957, -0.705734134, -0.793099105, 0.45004946, - -0.364261448, -0.528324485, -0.760637164, -0.856404066}, - {-0.154523775, -7.1212039, -2.95486689, -0.102876522, -0.578914523, -0.776420832, 0.0445834026, -0.941871524, - -0.243689641, 0.0435830429, -0.0094085047, -0.357761919, 0.327104092, 0.278522372, -0.414925843, 0.00678584166, - -0.189761534, -0.30789718, 0.246894091, -0.0841052905, 0.547891974, 0.0347051807, 0.193204001, -0.786870241, - -0.19485724, -0.850490034, -0.185127094, -0.0103808334}, - {0.154930294, -2.91853547, -2.62348175, -0.295651615, 0.619947314, 0.568406582, -0.621971428, -1.31148922, - -0.450834066, 1.25342667, 0.638317049, 0.321380526, -0.0133571848, 0.0633455813, -0.230508134, 0.775423288, - -0.129944548, -0.623022139, 0.157232463, 0.693214595, 0.962514102, 0.968111694, 0.442186743, 0.606270015, - -0.0221443865, 1.13181746, 0.17731142, 1.04531753}, - {-0.246409684, -6.74617147, -1.41480792, 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-0.0302139893, 0.160543218, 0.21775116, -0.0159080569, + 0.0163280293, 0.275390446, 0.0773448646, -0.0684096962, 0.13551569, 0.227919444, 0.156825364, 0.00751302438, + 0.00561760459, 0.157874718, 0.0932718292, 0.250404924, 0.170823276, 0.0483327955, -0.00681147631, -0.0474242605, + -0.0724443793, -0.077291742, -0.122606024, 0.117129609}, + {0.0915502012, -0.659247637, 0.509728789, 0.0441474691, -0.0557199381, -0.0243097264, 0.141431034, -0.112389863, + 0.0734125152, -0.0746883079, -0.0385151245, -0.0927017331, 0.0744563192, 0.0546380691, 0.0646021664, -0.0136864586, + -0.233582005, -0.124937147, 0.0403360426, -0.0426002555, -0.0373593383, -0.111388773, 0.00400528964, -0.0763317123, + -0.0328928083, -0.0258809216, -0.00360900094, 0.103397682}, + {0.10512612, -1.0186826, 0.359897554, -0.0689984784, -0.191965997, -0.0447201654, 0.00754109723, -0.0682348832, + -0.0351571441, 0.0199430697, 0.0299874991, -0.145099133, -0.132816002, -0.0749566406, 0.232166484, -0.243656889, + -0.0961362347, -0.124484323, 0.0901719034, -0.0602608286, -0.0195772983, -0.23120141, -0.0100672627, 0.247495979, + 0.116775587, -0.12676765, 0.181228325, -0.161680922}, }; const float five_dense_biases[FIVE_DENSE_NUM] = { - -2.24697518, -2.79671645, -2.29277706, -1.64123476, -2.97337246, -1.55279529, -1.48783553, -2.33274174, - -1.22874868, 2.39438224, -3.13994718, -1.4903506, -2.2855773, -1.14909065, -0.74406594, -2.89792275, - -3.12807941, -2.84854364, -2.97222972, -1.20280099, -2.2895298, 0.345206112, -0.404011369, -2.12997103, - 0.026584696, -1.72927654, -1.31738377, -2.38992381, -1.09590578, -2.08547592, -2.00498819, -2.67043161, - -1.79812217, -1.43836403, -1.71620834, -1.53693056, -0.234484181, -1.45272624, -1.72868788, -1.82437479, - -2.66851068, -2.93813992, -2.29339194, -1.71646988, -2.62597537, -1.40944898, -2.04996037, 1.15793979, - 1.40398467, -2.33760524, 1.23705673, -2.31002736, -0.673910081, 1.02907646, 1.49880397, -2.22889376, - -2.86746573, -2.31694722, -2.66456366, -2.4524951, -2.56475425, 0.264515311, -2.28604388, -1.6073668 + 0.203197077, 0.171431124, 0.0542362593, 0.010253503, -0.088971585, -0.00711717922, 0.172927991, 0.00227641594, + 0.0942989886, 0.127396777, 0.065542087, -0.0226275269, 0.18209295, -0.0656128004, -0.162779644, 0.121284887, + 0.0472629927, 0.0403044261, 0.0781396776, -0.0697875172, 0.0938313156, -0.0170057435, -0.178557932, -0.101860248, + 0.257950097, 0.0419708751, -0.0579385757, 0.0134018641, -0.0107925115, 0.000416926487, 0.159764543, 0.195415705, + -0.173778772, -0.0549617335, 0.20672287, 0.281121969, 0.166390136, 0.140294284, 0.258097768, -0.163214743, + 0.178887889, 0.0231933035, 0.119052537, 0.0872517899, 0.0790024698, 0.142852455, 0.180583403, 0.0731969625, + 0.212757468, 0.00119585171, 0.16106452, -0.0451591834, 0.246450648, 0.0276041254, -0.276603937, 0.041676037, + -0.0785793141, 0.11476367, -0.116417132, 0.0230412055, -0.00355176162, 0.078909345, 0.321341574, 0.0147520248 }; const float five_logit_weights[FIVE_DENSE_NUM] NN_ALIGNED = { - 0.731341183, 2.23163199, 0.949222744, 0.296105713, 1.15792906, -3.42066145, 0.183252349, 1.14736974, - 1.31554925, 0.112483598, 1.14517629, -6.70101404, 1.21333194, -0.108623341, 0.0844625309, 1.39609873, - -2.15012026, 2.09257817, -1.00639415, 0.0941660404, 0.995582104, 0.0935992077, 0.140742123, 4.60981607, - -0.149704531, 1.17570782, -0.0730246454, -0.163265958, 1.5062983, 0.123115465, -1.43543541, 1.99429679, - -0.96264106, -0.183488742, 0.176509976, 0.478997976, -0.100140609, 1.20759714, 1.40249825, 1.35177362, - -0.17572777, -1.53293693, 1.50571012, -3.87809801, 0.552025557, -0.084801957, 6.23696709, -0.112289943, - 0.204722211, 0.951846004, -0.109762318, 0.919938505, -0.1393639, -0.47155264, 0.669605315, 3.53084946, - -1.02313769, 1.25685394, 0.606329083, -2.37867737, 0.991012573, 0.101894319, 4.19737768, -2.38213611 + -0.458478689, -0.209255874, 0.140492022, -0.564781547, 0.405265599, -0.440311015, 0.541238844, 0.259323061, + -0.471086144, 0.238409057, -0.162853003, -0.347012401, 0.258589387, 0.262367815, 0.589724004, 0.842550933, + 0.217535928, -0.756183088, 0.270296484, 0.198258087, 0.246317148, 0.42984435, 0.235945836, -0.768604398, + 0.629981279, 0.25837177, 0.555774868, -0.631168544, -0.352685004, -0.337388158, -0.182304159, -0.339989305, + 0.130236804, -0.301342487, -0.44408083, -0.239533186, 0.200740948, -0.315785319, -0.468884081, -0.197976172, + -0.215769649, -0.240125388, -0.160375997, 0.255743235, 0.757258832, 0.227804184, 0.191979542, -0.31971094, + 0.489403129, 0.441005349, -0.226921469, 0.637519658, -0.213778213, 0.331646353, 0.287307948, 0.287199259, + 0.214163169, -0.217752844, 0.219678804, 0.208426163, -0.488294423, 0.347436696, -0.393783629, -0.691565752 }; -const float five_logit_bias = -1.19490004; +const float five_logit_bias = -0.0842220336; |