diff options
Diffstat (limited to 'include')
| -rw-r--r-- | include/weights_6.c | 678 |
1 files changed, 339 insertions, 339 deletions
diff --git a/include/weights_6.c b/include/weights_6.c index 2b642dc..d6f1720 100644 --- a/include/weights_6.c +++ b/include/weights_6.c @@ -1,358 +1,358 @@ /* generated by nn_train.py, do not edit by hand */ -/* v012, val_corr=0.9430, rate=0.7700 */ +/* v039, val_corr=0.9984, rate=0.5600 */ #include "weights_6.h" const float six_embedding[7] = { - -0.272579283, -0.774119854, -0.00450602546, 1.58106649, 0.118887052, -0.711079001, 0.401474506 + -0.491239011, -0.164351299, 0.315244704, -0.408277124, -1.12078834, -0.247899964, -0.432551205 }; const float six_dense_weights[SIX_DENSE_NUM][SIX_INP_NUM] NN_ALIGNED = { - {0.0115381982, -0.0743767396, -0.323557794, 0.0827113092, 0.113073796, 0.223326609, 0.0636519417, 0.0304854345, - 0.00793564878, -0.0499474369, -0.168008268, -0.00906992145, 0.0832629502, 0.145246461, -0.0220837388, 0.0280294213, - -0.0476545915, 0.0637301207, -0.0961515009, 0.033866331, -0.00115646259, -0.0709837377, 0.0590418167, 0.126371622, - 0.0224104989, -0.012024004, 0.0340010598, 0.0614156649, -0.00560902106, 0.17302227, 0.0631664842, 0.163590297, - 0.0798237771, 0.0907764956, 0.0215472449, 0.100701086, 0.0488866419, 0.0230262354, 0.139619976}, - {0.0270614214, -0.722631931, 0.114117935, -0.215697289, 0.0469760075, -0.15633224, -0.072272867, -0.0931217149, - 0.0298061222, -0.0913149491, -0.00804744381, -0.0972463936, -0.0670584515, -0.105963886, -0.0127823362, -0.127397075, - 0.112122521, -0.0170145649, -0.0978127718, -0.00312660867, -0.272845954, 0.155352786, 0.0886861607, -0.0799934492, - -0.128369838, 0.0522536598, -0.000105978521, 0.00744600361, 0.114115566, -0.0389874168, 0.0396710634, -0.0673677102, - 0.0428047962, 0.101472043, -0.0295015182, -0.0369249918, 0.0146541949, -0.0458988622, -0.00587438839}, - {0.0272840187, -0.535012007, 0.24584429, -0.160502955, 0.0757693872, 0.0942039713, 0.0746464953, -0.0183848236, - -0.0171141997, 0.0849713758, 0.0424661264, -0.0373094156, -0.253903955, -0.223474085, 0.020056311, 0.0759592578, - -0.0480793007, -0.0401985347, -0.0678515732, -0.191141382, 0.0440457501, -0.0498820543, -0.0581543669, -0.148325488, - 0.0202348884, -0.100415416, -0.0835754797, -0.266898811, -0.10846743, 0.0220734347, 0.0323621519, 0.0667893589, - -0.112047777, -0.0733961985, -0.161283761, 0.0393724963, -0.00553432899, -0.120711751, 0.0854126364}, - {-0.0180027168, -0.468804359, 0.0994231999, 0.0785100907, 0.0125104524, 0.212786898, -0.0316263512, -0.116369054, - -0.00551516144, 0.0467147529, -0.104247905, -0.0462255478, -0.103645556, 0.131459683, -0.0179645643, -0.0469202772, - 0.0133263944, 0.160618097, -0.192629129, 0.0232217368, -0.154581979, 0.0714387819, -0.108314164, -0.0791904926, - 0.0412653424, -0.194554195, -0.0795803741, 0.15366593, -0.0720082521, 0.0728252605, 0.0866188928, -0.0245287307, - -0.0523311682, 0.121462904, -0.0732193962, -0.0640201196, -0.112890668, -0.155970067, -0.0880931169}, - {0.00713894749, -0.104451381, 0.156617388, -0.0835172907, 0.211164579, -0.00835240632, 0.101536937, 0.00983910821, - 0.0229834486, -0.0855709389, -0.109483466, -0.0442357771, 0.0718806088, 0.0399547964, 0.134784609, 0.200889334, - -0.163563475, 0.273773074, 0.077990897, -0.0289873723, -0.0214698967, 0.0536918938, 0.144041777, 0.115885071, - -0.0533729978, -0.139443681, 0.0229680799, 0.0879501924, 0.00984173547, -0.0855711251, -0.145675406, -0.0606204644, - 0.0399761312, 0.145820722, -0.0243660361, 0.0191842914, -0.224971399, 0.027916424, -0.15013133}, - {-0.00821802486, 0.373317063, -0.423817903, 0.0171263535, 0.138452515, 0.0175852384, -0.0324319229, 0.00352821033, - -0.0840833932, -0.0311670881, 0.0483220369, -0.0703031644, -0.0217303783, -0.123058282, -0.0315261558, -0.0871131644, - 0.0157929938, 0.0175354071, 0.046084851, -0.0866162553, -0.0783193633, -0.0509498529, 0.102105208, 0.146505326, - -0.0136657227, 0.0830500945, -0.118902668, 0.100093, 0.0304840878, -0.0026321616, 0.000562086643, -0.0395188071, - -0.148736045, -0.110213317, 0.0122226803, -0.108701944, -0.0175722837, -0.0575386994, -0.0566209815}, - {0.00172327517, -0.100434154, 0.041894719, -0.171070993, 0.0153288431, 0.263333619, 0.0237909667, 0.0147225978, - 0.0126781631, -0.0803184733, -0.114819728, 0.0686516687, 0.0260088462, -0.0511036217, -0.0445271283, 0.0609644763, - 0.0981864631, -0.0108746411, 0.265619636, 0.000772285624, 0.0364489444, 0.106681682, -0.100005686, -0.184730217, - 0.0574283935, -0.122758403, -0.0435018204, 0.0705729723, 0.0244238358, -0.165883794, -0.217586637, -0.0304651689, - 0.0625606105, -0.0429988466, 0.0174824428, -0.205834374, -0.0692903027, 0.0361880884, 0.0721010938}, - {-0.000777474022, 0.445314884, -0.192063645, -0.0748232827, 0.139339551, -0.121194787, 0.0302281305, 0.0635485798, - -0.000325878122, -0.0601314753, -0.051858034, -0.0739445686, -0.020471368, 0.107545577, 0.10198734, 0.0441706181, - 0.0165962353, -0.00786152948, 0.0637047067, -0.0338193476, -0.0640005767, 0.0233824998, 0.0239224862, -0.067893222, - 0.180106506, -0.0373810977, 0.0913287774, -0.105817288, -0.0322632082, -0.0523088388, -0.0557372868, 0.165515482, - -0.118769012, -0.0100760907, -0.136161074, -0.058526095, -0.130994752, 0.0667288825, 0.0324871652}, - {-0.0112389037, 0.510965586, -0.534891605, -0.0410791114, -0.0441007838, -0.200886354, 0.0186001305, -0.0741085336, - -0.0173642114, -0.0572063997, 0.153044432, -0.0813928992, -0.0495245047, -0.0719601288, -0.0100464551, 0.0609648824, - 0.0145439478, -0.0480116569, 0.0380232483, -0.0257890727, -0.0884525403, 0.0624697804, 0.0178027749, -0.040868111, - -0.114896983, -0.0173989926, 0.17927976, -0.084998332, -0.0373191759, -0.123446621, -0.067711696, 0.0394588523, - 0.0191778764, -0.0660358816, -0.0493014492, 0.0269494001, -0.0893151611, 0.0762544796, 0.0768404901}, - {-0.0566131324, -1.11397135, -0.644197941, -0.0271985438, -0.0740234405, 0.00311583932, 0.00324259186, 0.012821164, - 0.0705771819, 0.131849632, -0.0136047052, 0.0227236971, 0.0514889769, -0.0395067632, 0.0426961482, 0.0637075156, - -0.0366179682, -0.129836619, -0.0604776479, 0.032879591, -0.105342783, 0.106082104, 0.0206572171, 0.00384322763, - 0.0303566828, -0.0117371278, -0.0870027766, -0.063998051, 0.0161576141, -0.0553171746, -0.0557707213, 0.0252064615, - -0.176641896, -0.111294523, 0.015358503, -0.074179858, -0.012569664, -0.0874241963, -0.169114605}, - {-0.0254691914, 0.190015137, -0.338067442, 0.0946419165, -0.136594146, -0.017055789, 0.0276669394, 0.0932782963, - -0.126300603, 0.213764876, 0.0475242808, -0.0312680565, 0.0154495155, 0.0757808089, 0.136738449, -0.00736969803, - -0.0795951188, 0.12124268, -0.0851619989, 0.107107073, -0.0387275964, -0.15826492, -0.0861581489, 0.00411666743, - 0.0831921622, -0.0233568512, -0.00160761259, 0.0272125136, -0.0492350124, -0.0104949884, 0.01335626, -0.0998635143, - -0.0185915995, -0.146978155, -0.118049853, 0.0452520624, -0.0152127454, 0.00795220956, -0.136691108}, - {0.000852405152, 0.132653534, -0.490451932, -0.122459114, 0.0785140842, 0.116061397, 0.103162177, -0.146415874, - 0.0766101182, 0.027253205, -0.11100129, 0.0337151065, -0.0632983446, -0.0725492463, 0.0602688864, -0.0276033692, - -0.0501654744, -0.0776336417, 0.140022904, -0.056131199, 0.00675699161, 0.0215844046, 0.00674028182, -0.0578030609, - 0.0840115845, -0.0372878201, 0.0615293495, 0.151168063, -0.109835841, -0.0790529102, -0.0347837321, 0.00550587242, - 0.0267181415, -0.0114059877, -0.129118159, -0.105036907, -0.0665381476, 0.122785784, -0.0866463184}, - {0.0210222919, 0.409893274, -0.151066974, -0.0398442969, -0.0204722174, 0.105058037, 0.0438618511, 0.00670270436, - 0.0385660566, -0.031269066, -0.0149051156, 0.0586473532, 0.200534031, 0.0552101396, -0.0680609643, -0.0418427289, - -0.0241747629, -0.0107159447, 0.00640137354, 0.0155459093, 0.107021026, 0.0678484514, 0.0199429747, 0.0254875198, - 0.0337177366, -0.0170785915, -0.000506591343, 0.0920259878, -0.0174444411, 0.0296003241, 0.00915146433, 0.0160336941, - 0.0298589598, 0.00441092672, 0.0255044308, 0.124700151, 0.0840252787, 0.0510819219, 0.0180403609}, - {-0.0203374512, -0.40510723, 0.36908865, 0.116247244, -0.0298574269, 0.016266888, -0.0385591611, -0.00760136591, - -0.0474366881, -0.0797495842, 0.159161299, -0.17041181, -0.0793365315, 0.0924067497, 0.0217032041, -0.160358503, - 0.0255390201, -0.0449610241, -0.0033091337, -0.096606642, 0.084972389, 0.0567019433, 0.0323114619, 0.112707928, - -0.0452029444, -0.0229967441, -0.00597790256, 0.0489112437, -0.125175506, -0.0838127583, 0.0138009777, 0.0760519207, - -0.00193193962, -0.13742061, -0.224156022, -0.047339201, 0.125218421, 0.153713986, 0.0326378681}, - {-0.0146996696, 0.447076946, -0.158156201, -0.0599236675, -0.0855380297, 0.17390874, -0.0201352555, -0.012124165, - -0.0970693082, 0.024089342, -0.0348977223, 0.0164785497, -0.0287863445, -0.0280520748, 0.167171821, -0.084962599, - 0.0880079642, 0.0114528574, -0.0196356047, 0.149211273, 0.239005953, 0.00598979136, -0.0931402594, -0.152835757, - -0.159231737, 0.0482431389, -0.0796999261, 0.082249321, -0.0497926958, -0.056126859, 0.0453168117, -0.0415809378, - 0.0563112088, 0.000798459339, -0.0312187281, -0.165891483, 0.209163576, -0.0703058019, -0.0723867863}, - {-0.0152254933, 0.0460260287, -0.602441311, 0.105942942, -0.030718185, -0.118837036, 0.0571562462, -0.00746072829, - -0.026059527, -0.00770554692, -0.0171412528, -0.0073511498, -0.0858613625, -0.0787087306, 0.068059884, -0.0544782542, - -0.01871006, -0.0095259035, -0.0527235344, -0.0497509614, -0.0732398182, 0.0730959997, -0.0955552831, -0.109848887, - 0.0771944076, -0.0204290431, -0.00621164963, -0.125326842, -0.0476646349, -0.0347530954, 0.284324229, -0.0022806481, - 0.0050085648, 0.129777551, -0.0485435203, -0.152608663, -0.00463421643, -0.157467723, -0.140169069}, - {0.0271953736, 0.172369763, -0.205491662, 0.187644407, 0.0958698615, -0.177628294, -0.0197955519, 0.0289566983, - -0.0595523044, 0.0798455253, 0.0413464345, -0.0448654145, -0.0271569919, -0.00201427634, 0.123305954, 0.0340730995, - 0.107082821, 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0.0403883867, 0.0265558884, 0.0442788415, 0.0507633053, 0.0435630977, 0.0326076299, 0.0305071734, 0.0498838164, - 0.0447454825, 0.039995458, 0.0413648076, 0.0447535254, 0.0260093175, 0.0462624878, 0.039183706, 0.0393341221, - 0.0443155803, 0.0362229347, 0.0317272022, 0.0506854728, 0.0531218536, 0.0354091935, 0.0445837043, 0.0476617739, - 0.0520452522, 0.034641616, 0.0419689156, 0.039599929, 0.0404292755, 0.0410669483, 0.0404287986}, - {-0.0259546898, 0.206912681, -0.540702879, 0.0192115288, -0.107644089, -0.000437158393, -0.0900923088, -0.124176413, - 0.00414215121, 0.099020347, 0.0476114787, 0.0133984275, -0.047559984, -0.0266025551, 0.016264338, -0.0309260134, - -0.0391103774, -0.0410979241, -0.026889164, -0.0909462571, -0.0135882571, -0.0078690676, -0.0319354311, 0.0272805151, - 0.0441513434, -0.0766980797, -0.0184665639, -0.00626796205, -0.0852198526, -0.0973786637, -0.0716473833, 0.0610413216, - -0.0653020814, 0.0356798582, -0.0381666385, 0.0862019062, 0.0412736274, -0.152538285, 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+ -0.0130735096, -0.0130236102, -0.0156206908, 0.0261561815, 0.00979339425, 0.0135809584, 0.0225219559}, + {-0.0334549285, -0.259897083, -0.788507044, 0.0272619892, -0.168064669, -0.0604702644, -0.0123932399, 0.123705328, + 0.0133966375, -0.112574652, -0.0569978692, -0.200844809, -0.0817994848, -0.00780552998, -0.263689578, 0.0283791125, + -0.0780811012, -0.127972811, -0.0141082825, 0.02128773, -0.0145305758, 0.0475777611, -0.162745327, -0.122491039, + -0.0623994581, -0.0681373253, 0.0101238117, -0.0927318558, 0.148278028, -0.123234056, 0.126691952, -0.116394609, + -0.00726878177, 0.184328973, -0.00638589775, -0.0881356373, 0.0655242354, -0.0355971493, 0.0352303758}, + {-0.00106085732, -0.423344702, 0.633697748, 0.00369943539, -0.0125606181, 0.073859863, 0.0355081595, -0.00351902586, + 0.0278249048, -0.00624496071, 0.015095626, 0.00348072685, -0.0262523647, 0.00573548209, 0.0353506543, -0.0350689068, + 0.034878578, -0.0247350633, -0.0126836989, 0.0235473681, 0.00724009005, 0.0211320594, -0.0599019118, 0.00115149701, + -0.0305566993, -0.027079111, -0.0113297189, 0.0184223037, 9.75454022e-05, -0.00122086878, -0.014077723, 0.0196096972, + -0.00642586453, -0.0536701232, -0.0161266029, -0.0132401492, 0.0624155328, 0.0200466234, -0.0149398986}, + {-0.0117961904, -0.0807409585, -0.15726994, 0.0357724838, -0.0308921747, -0.0274567176, -0.0861517936, -0.00371119706, + 0.0717961937, 0.0914795026, -0.177986562, 0.0995075703, -0.0454396904, -0.0971687436, 0.0349120162, -0.0788108706, + -0.0287952349, -0.0471601784, -0.0178919304, -0.132412478, 0.0246319957, 0.245519131, -0.0518282428, -0.0342905261, + -0.0475485772, -0.0179598052, 0.0196477324, -0.125337958, -0.0343714505, 0.0272629037, -0.020346256, -0.0624346882, + 0.0802524388, 0.194421783, -0.0829724222, 0.486895442, -0.0818065107, 0.0293493047, -0.012208554}, + {-0.0083181588, 0.22207506, -0.697596967, 0.00660708128, -0.00740759447, -0.055896733, -0.105151817, 0.0452734008, + -0.0332291089, 0.0580954365, 0.12861684, 0.0054899361, -0.0451107621, 0.0139350053, -0.0152217532, -0.173496559, + -0.0123118171, -0.127481446, -0.0451567285, 0.020301545, 0.064480722, -0.079229176, -0.0995728374, -0.0184275769, + 0.107840322, 0.00592791708, -8.84682595e-05, 0.0451947078, -0.159041658, -0.0172098391, -0.0631591752, -0.0701392815, + -0.0628656223, 0.0281468853, 0.333879769, 0.0156724975, 0.0408069789, 0.0704050437, 0.102500521}, + {-3.15412799e-05, -0.846966088, 0.325773597, -0.0101419324, -0.0125580607, -0.00927500241, -0.0138850966, 0.00217824499, + -0.00691214856, -0.00316694309, -0.0196941886, 0.00221448764, 0.00320571451, 0.00300306291, 0.0042238161, -0.0194032528, + -0.00605727499, -0.011365925, -0.0186741762, 0.00242203008, 0.00276241009, -0.00883912761, -0.000100318794, -0.0160324257, + -0.019008372, -0.0186735112, -0.00336820516, 0.00196314533, -0.00326356851, -0.00342868851, -0.0145371761, -0.0152220456, + -0.00513232499, 0.000115522227, -0.00867435709, -0.00315635349, -0.0033086671, -0.0012656739, -0.0132068265}, }; const float six_dense_biases[SIX_DENSE_NUM] = { - 0.202844679, -0.0289081056, -0.0822101012, -0.142031133, -0.0776312724, 0.0428509042, -0.176855937, 0.105425388, - 0.0382039919, 0.196236774, 0.137288526, 0.148079976, 0.236724347, -0.0501885749, 0.073439382, 0.0628321916, - 0.195040226, -0.224720523, 0.872671187, 0.062267296, -0.107395165, -0.0148097426, 0.168058932, 0.12827453, - -0.187896401, 0.0198334344, 0.000210011916, 0.211118013, -0.0316653773, -0.186354131, -0.0859205797, 0.285994321, - -0.20313026, 0.274951428, -0.158233255, 0.0845677257, -0.130578265, 0.126949385, -0.08814843, -0.168789208, - 0.141679183, -0.02488623, -0.0375127755, -0.109078281, 0.175537467, 0.137010977, 0.0377974771, -0.0676086992, - -0.144321412, 0.175856784, 0.0689337477, 0.642685652, -0.0274568107, -0.147726581, 0.110686488, -0.0335356481, - -0.0080766622, 0.167535856, 0.0368840918, -0.0306773484, 0.0389947817, -0.00216770126, -3.93720256e-06, 0.279167861 + 0.0358068012, 0.000898281171, 0.0217367113, -0.0265544746, -0.0845544115, 0.0717771053, -0.0896350667, 0.338159561, + 0.0275293905, 0.0230685957, -0.00351712457, 0.103906937, 0.517660439, 0.334648579, 0.102573998, 0.101453498, + -0.0807224065, 0.0408518165, -0.0473203175, 0.115539514, -0.000401440775, -0.108576819, 0.0293965898, -0.00195915299, + 0.0339241698, 0.0961106047, 0.327096283, 0.0165668819, 0.0520431101, 0.241015151, -0.0268077478, -0.0589138456, + -0.0555285476, -0.000455619767, 0.146385804, -0.121387199, 0.0519205295, 0.313046634, 0.189322412, 0.0484207943, + 0.0107734976, 0.0182580184, 0.144846246, 0.0323797129, 0.0367941856, -0.048185993, -0.0814495087, -0.0371007808, + 0.00476074684, 0.15602544, -0.0435842052, 0.185461104, -0.0419499911, -0.017373234, -0.223312691, -0.0239550043, + 0.10882584, 0.0511653274, -0.122622646, -0.0466074683, 0.00250071893, 0.0343811512, 0.0257191304, 0.278161705 }; const float six_logit_weights[SIX_DENSE_NUM] NN_ALIGNED = { - 0.464612186, -0.315384835, -0.298486561, -0.373979717, -0.341611028, 0.209144294, -0.358960003, 0.190266415, - 0.215124607, 0.806100905, 0.180569187, 0.238096923, 0.249752656, -0.331710488, 0.186751142, 0.244728252, - 0.317036361, -2.01873302, 1.6609422, 0.167879462, -0.408659935, -0.63126564, 0.198506132, 0.560498118, - -0.522415102, 0.221563101, -0.376907438, 0.256620646, -0.263245195, -0.391501755, -0.421026558, 0.299037248, - -0.338322729, 0.861579955, 1.10836053, 0.228926405, -0.366385102, 0.243139461, -0.352699816, -0.423810035, - 0.207709223, -0.288072169, -0.32146433, 0.182678819, 0.179405317, 0.185882717, -0.294938087, -0.307781965, - -0.338308275, 0.132518336, 0.160550535, 1.39237177, 0.177294701, -0.331530929, 0.667836964, -0.289676666, - -0.244219318, 0.411620587, -0.262948364, -0.292395711, -0.219112784, 0.305071145, -0.601197422, 0.240243837 + -0.201751411, 0.347819954, 0.493884534, 0.274511665, 0.363753706, -2.35896945, 0.3773655, -0.10685952, + 0.596209824, -0.224591911, -0.365215212, 0.613381267, -0.242347822, -0.303737462, 0.266811877, 0.37569049, + -0.282472193, 0.453839839, 0.308412313, -0.165009454, 0.367185861, 0.483189702, 0.318070173, 0.475200891, + -0.218860522, -0.190120831, -0.580566227, 0.339473605, 0.391757488, -0.149844855, -0.573802054, 0.383461118, + -0.507005513, 0.357159287, 0.382413357, 0.350407243, 0.304840535, -0.40366289, -0.116036549, 0.332240224, + -0.232978418, -0.115689844, 0.658053219, 0.35329318, -0.217018828, -0.301838249, 0.337623596, 0.313897252, + -0.175598681, 0.399216175, -0.425547808, -0.526563704, -0.4182145, 0.280602217, -0.921227634, -0.301986456, + -0.295262814, 0.333246887, -0.232829303, 0.276836783, -0.210685015, 0.263218731, 0.338431299, -0.461315811 }; -const float six_logit_bias = -0.0525699481; +const float six_logit_bias = 0.250789016; |