diff options
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 588bf39..cbe5b53 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=16, perf=+1524-1144=0332, rate=50.800 */ +/* iter=20, perf=+4837-2263=1700, rate=54.966 */ #ifndef WEIGHTS_FIVE #define WEIGHTS_FIVE #include "weights_5.h" const float FIVE_embedding[7] = { - -0.184489027, -0.881782293, -0.451349735, -1.67686057, 0.554752886, 0.134153381, 1.468413 + 0.0740088075, 1.24314356, 0.470590502, 1.9706943, -1.07658768, -0.110831268, -1.71863568 }; const float FIVE_dense_weights[FIVE_DENSE_NUM][FIVE_INP_NUM] NN_ALIGNED = { - {0.284560204, -0.419221222, 0.0328785852, 0.0813829675, 0.062259119, -0.0298566222, 0.0868502334, 0.129749909, - 0.061135117, 0.0289993435, 0.165124103, 0.0191279501, 0.119712554, 0.0654717833, 0.060883034, -0.0114311464, - 0.0400502011, 0.125673741, -0.0253371838, 0.0343324058, 0.0674481317, 0.182863027, -0.000346275134, -0.046321664, - -0.0684036091, -0.050165683, -0.0875314176}, - {0.557323396, -0.131285638, -0.00802773703, -0.0321692415, -0.0971636176, -0.129316717, -0.104541615, -0.0400036201, - -0.0320871621, 0.153581247, 0.114309713, 0.0890527517, 0.0316198133, -0.0229616798, 0.14933382, 0.195180729, - 0.249423265, 0.020841103, -0.0592732914, 0.207456321, 0.16428718, 0.146135718, -0.0290612206, 0.0310738813, - 0.175313443, 0.015554796, 0.00685921684}, - {0.383892566, -0.652790248, 0.108174205, 0.052967187, -0.0209764447, -0.0449645892, 0.151071727, 0.12525484, - 0.135253966, -0.0870055631, -0.000694841088, 0.21838361, 0.0577249229, 0.20536311, -0.0258124657, -0.00405113585, - 0.172642723, 0.0511332266, -0.00440308684, -0.0891218409, 0.0797435567, 0.0441572592, 0.0123149427, 0.0641523153, - -0.145321563, -0.0181931965, 0.112535395}, - {-0.321058869, 0.204980388, -0.158239529, -0.163409308, -0.0633437783, -0.0415460616, -0.111264043, -0.0860894248, - -0.202470213, -0.127226472, -0.0682562441, -0.110807009, -0.0804939792, -0.0131067969, -0.0590415262, 0.0276197419, - -0.0784899369, 0.0302416515, -0.115167312, -0.0687930882, -0.0782043934, -0.167902917, -0.0995951965, -0.123959467, - -0.0320122093, -0.0741118416, -0.18941617}, - {0.285745829, -0.100696772, 0.0657228455, 0.054573264, -0.101030931, 0.00427212659, -0.120137095, 0.0141248768, - 0.0804607868, 0.100518562, -0.0138845397, 0.146215662, -0.08813674, -0.111878015, 0.0697537139, 0.0961741731, - 0.197733656, -0.0838146284, 0.062217541, 0.000224303236, 0.228632852, 0.202914849, -0.0371545106, 0.00908992253, - 0.163213357, 0.0751332939, 0.0327892676}, - {0.236844257, -0.512373924, 0.180812642, 0.0511930324, 0.0369419679, 0.118528575, 0.154989898, 0.0510200299, - 0.106902733, 0.100861102, -0.0328107998, 0.086315535, 0.108647995, -0.0103859995, 0.104650848, -0.0242383704, - -0.120366439, 0.108360156, 0.125119567, -0.00536804367, 0.062428806, -0.120536663, 0.14099215, 0.11179845, - 0.0238136724, 0.119725138, -0.00515279267}, - {-0.946322918, -3.22145653, 0.30281207, 0.117794693, 0.13724938, 0.165796727, 0.244443521, 0.0749714077, - -0.01591493, 0.173956037, -0.0204820745, 0.13026914, 0.0951825455, 0.00769977644, -0.0638609529, -0.0396789536, - 0.130962491, 0.162444413, -0.0861478299, -0.047466971, 0.00670953514, 0.0636076257, 0.144687831, 0.144147187, - 0.146003932, 0.0889518335, 0.150284842}, - {0.47046724, -0.488577843, -0.00988451764, 0.0260628946, -0.042511452, 0.0019026529, 0.107701562, 0.0772359297, - -0.00852318201, -0.0811612159, 0.144580677, 0.147175536, 0.127442032, 0.076110594, -0.0703185946, 0.104386829, - 0.120601349, -0.0195855536, 0.127387717, -0.119516514, -0.0093170628, -0.0398560725, 0.0235036444, 0.0744361356, - -0.0965498984, 0.215383336, 0.0369071886}, - {-0.315617114, 0.151083708, -0.236110866, 0.0541519076, -0.0586371385, -0.136375204, -0.136796817, -0.0939740464, - -0.039566949, -0.0402120836, -0.167311549, -0.0361223742, 0.0965963304, -0.185001165, 0.0382073522, -0.198193386, - -0.108078822, -0.149277613, -0.115774535, -0.0326297618, -0.177266553, -0.0672949925, -0.148439199, 0.00843375176, - -0.154945508, -0.0343751274, -0.0915465504}, - {-0.359880298, 0.314251602, -0.248112842, -0.096442394, -0.199134201, -0.137287632, -0.193692222, -0.058614891, - -0.17952916, -0.065772213, -0.135623157, -0.0176453143, -0.0884096175, -0.0420794897, -0.0834076777, -0.0264618248, - -0.200602546, -0.219354019, -0.183864295, -0.152532309, -0.124429226, -0.113392331, -0.00583864795, -0.160228282, - -0.192600206, -0.130000398, -0.0963087678}, - {0.492462426, -0.294776499, -0.0668389648, 0.0232893713, 0.0713843554, -0.0417174511, 0.0813100636, 0.060909383, - -0.0129402354, -0.0581903867, -0.0839913487, -0.0243335404, -0.052235093, -0.0222961027, 0.00917301793, 0.143684506, - 0.00629981421, 0.0016236821, 0.0367625207, 0.0768950805, 0.0595415197, 0.195975393, -0.000282914611, -0.0298003592, - 0.00434705382, 0.102033503, 0.112813391}, - {0.302839458, -0.502133846, 0.0983253345, 0.142431617, 0.203259692, 0.0236698892, 0.0856857076, 0.185378432, - -0.00270775147, 0.0869711712, 0.0876712427, -0.0532260053, 0.0954493135, -0.0677271187, -0.0224150065, -0.0122775119, - 0.0964757502, 0.0256153494, 0.0735723004, 0.0925729051, -0.0251201354, -0.051896017, 0.137042195, 0.183832392, - -0.0736333877, 0.0174380112, 0.0986182541}, - {0.279993922, -0.13733831, 0.0617952645, -0.00253660837, 0.0270908661, 0.0524471402, -0.0400253981, 0.0419185534, - 0.0192263611, -0.0510118119, 0.150818914, -0.0552226193, 0.0921702534, 0.0852532014, 0.158899799, 0.155513063, - 0.17161037, 0.0238623396, -0.000968565699, 0.151265129, 0.130730301, -0.0379284061, 0.0972820967, -0.0399085209, - 0.125809953, 0.171116307, 0.171346337}, - {-0.119764067, -1.35013366, 0.137646064, 0.0229721498, -0.0518602207, 0.0595485531, 0.153518945, -0.0200147927, - 0.0999138281, -0.0284581035, 0.0159708057, -0.00420651259, 0.0410806611, 0.00428301981, -0.142613709, -0.0172457006, - 0.0774680674, 0.117800258, 0.103139229, -0.0483194515, 0.035018608, 0.0693995804, 0.326715618, 0.0704217926, - 0.191451311, 0.0998271033, 0.278734833}, - {-0.13475579, 0.324588686, -0.0925333947, -0.21291995, -0.000704998616, -0.0777914375, -0.0142197628, -0.0189588703, - -0.089525573, -0.210839808, 0.0366633944, -0.239989728, -0.142792344, -0.166696861, -0.178795457, -0.182961404, - -0.195784569, 0.0277741738, 0.0540008582, 0.00355652953, -0.0691932365, -0.0908621028, -0.09514191, -0.0227588397, - -0.15823321, -0.0496945605, 0.00878029503}, - {-0.32498163, 0.497707099, 0.0281655882, -0.262365252, -0.265070498, -0.148149252, 0.0119146137, 0.00372263882, - -0.113256313, -0.197625041, -0.218658969, -0.010111589, -0.124027781, -0.106711388, -0.220779508, -0.22598207, - -0.203461275, -0.0945060626, -0.140289873, -0.175047383, -0.0757920891, -0.0764472708, -0.155023172, -0.153385833, - -0.146838337, -0.08800143, -0.100332782}, - {0.0415623337, 0.528801262, 0.0799510106, 0.0957512632, 0.029891748, 0.0954739153, 0.206784412, 0.00290193269, - 0.107724555, -0.138024077, -0.021738831, -0.0587063506, -0.0958752558, -0.0945331901, -0.256397426, 0.0457332842, - -0.0968584493, 0.0945529342, -0.123311169, 0.0795145705, -0.0348570198, 0.199274316, 0.0963696465, 0.0014782761, - 0.0442242362, -0.127259344, 0.0209389944}, - {-0.144642189, 0.258335918, -0.122986697, 0.00131682027, -0.0469562337, -0.0738089308, -0.0318803042, -0.112096235, - -0.169825017, -0.151172772, -0.141715109, -0.0412416346, -0.211585537, -0.239820331, -0.018678192, -0.196874529, - -0.101480678, -0.120082371, -0.146239877, -0.110808648, -0.103161201, -0.177231416, -0.140140936, -0.0315673985, - -0.00367713696, -0.192495242, -0.0610412583}, - {-0.321165055, 0.192868292, -0.072390236, -0.18423751, -0.252518803, -0.26305601, -0.151765585, -0.171034545, - -0.105600595, -0.178600773, -0.174596995, -0.247677445, -0.237892687, -0.236348018, -0.000236330408, -0.1834452, - -0.163360119, -0.0701877028, -0.115833238, -0.202389836, -0.0721690729, -0.188146025, -0.120160259, -0.262443095, - -0.20341222, -0.21971783, -0.0980650261}, - {0.449082792, -0.0270797014, -0.137314126, -0.177455604, -0.139097154, -0.106580488, -0.0292201657, 0.136190265, - -0.0424143001, 0.149148405, -0.00196942198, -0.0597378463, 0.212443382, 0.129891843, 0.180067703, 0.205957547, - 0.000957073935, 0.0718140006, 0.10343381, 0.078331463, 0.166744187, 0.106738798, 0.120621271, 0.0129682859, - -0.0802863836, 0.10361319, 0.0862321332}, - {-0.17860204, 0.208189771, 0.0263033956, 0.000277920743, -0.160352573, 0.203601852, -0.150529191, -0.164125308, - -0.0140420506, -0.0494858325, -0.0526152551, -0.00277568423, -0.108365946, 0.0116153434, -0.0167237688, -0.0395806618, - 0.011931139, -0.165378034, -0.00324902334, -0.153365985, -0.0028339806, 0.133138388, 0.0944995135, 0.0164488498, - -0.2324083, 0.0180397108, -0.0274234097}, - {-0.426561028, 0.24493596, -0.201330155, -0.0763864592, -0.258283228, -0.0643101931, -0.128942877, -0.209910497, - -0.0374539979, -0.0166280884, -0.103381366, -0.0904387534, -0.0885902718, -0.172480807, -0.175712675, -0.106098562, - 0.00110536814, -0.203794301, -0.0544060022, -0.104873434, -0.129390463, -0.104808956, -0.185094148, -0.141938984, - -0.143806174, -0.170632169, -0.192467168}, - {0.45860526, -0.561122, 0.152751803, 0.0841200501, 0.0419712067, 0.0697804242, 0.0707635731, 0.0425729379, - -0.0768229887, -0.0354808494, -0.0261325743, -0.00976600312, 0.0420026034, 0.0314931013, 0.130160108, -0.0415651761, - 0.0342741646, 0.0618669875, -0.0239344724, -0.0121451197, 0.0371328294, 0.123138696, 0.00577426748, 0.118317187, - 0.165599778, 0.0769964978, -0.00334955752}, - {-0.207275823, 0.500732005, -0.0335645191, -0.0334830247, -0.0650151968, 0.0840153024, -0.124142788, -0.087065056, - -0.180922806, -0.144985691, -0.170720369, 0.0298153087, -0.101654306, -0.183430269, -0.231269047, -0.212364584, - -0.00150433357, -0.0818462446, -0.124161288, -0.00721862353, -0.111195698, -0.0487206243, -0.0044800397, -0.0740649104, - -0.0716948286, 0.00691187801, 0.00550211454}, - {0.393148512, -0.119145073, -0.0452868156, 0.165033549, -0.0167995542, 0.102966703, -0.115843639, 0.0740915835, - 0.145073235, 0.151900068, -0.0324623771, 0.15006955, 0.181313798, 0.125166476, 0.0496145822, -0.0837331712, - 0.0380510874, 0.0945119411, 0.086845085, 0.0748384967, -0.0646631196, 0.0774728209, -0.0452217348, 0.043796882, - 0.0519146174, 0.0136192748, -0.110294946}, - {-0.147433862, 0.321911603, 0.0100102769, -0.0134002501, -0.066930376, -0.0428499989, 0.0197757501, -0.0872440711, - 0.0300989896, 0.0125183631, -0.203157187, -0.0391080752, -0.0958503857, -0.122390091, -0.196443662, -0.193303362, - -0.130691722, -0.121532083, -0.145535812, -0.228147209, -0.181243256, -0.0333666354, -0.0166955218, -0.00871372409, - -0.129219323, -0.0389807671, -0.159113422}, - {-0.370798498, -0.0440062992, -0.197523639, -0.106161751, -0.200277418, -0.217777252, -0.227994964, -0.120287322, - -0.132728204, -0.0282151941, -0.180056259, -0.0245637931, -0.0893416405, -0.175884694, 0.0340842232, -0.0811715424, - -0.0163640399, -0.0825695395, -0.18725054, -0.011322774, -0.078294605, -0.0608479306, -0.148631766, -0.0791135058, - -0.0415379256, -0.13186425, -0.259721696}, - {0.103509016, -0.527144849, 0.0767510533, 0.00180323108, 0.116921358, 0.139517441, 0.127197951, 0.107439823, - -0.0525451638, -0.0226252265, 0.0640647262, 0.128393397, -0.0332081243, -0.0119498344, 0.148136154, -0.0720148385, - 0.0190187842, 0.122899085, 0.135596454, 0.0877433196, 0.168484196, 0.135552719, 0.0518457182, -0.0296556726, - 0.186869025, 0.0822264329, 0.0397439748}, - {0.263712794, -0.47617203, 0.0833945572, 0.0545602553, 0.122198626, 0.0465042032, 0.0840432867, 0.0169785693, - 0.0863707662, 0.0346216112, 0.109502196, 0.0986033231, 0.156983376, -0.0153407948, -0.00615008362, 0.0688149855, - 0.0742319152, 0.112336718, 0.0133233471, -0.11299479, 0.00305100321, 0.138550952, 0.12309023, 0.0680940971, - 0.0337822363, -0.048854053, 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0.160635203, 0.0963176936, 0.00677957386, 0.0833255649, 0.0618095621, -0.0827444941, + 0.160995021, 0.103194773, 0.0617046356}, + {0.676655293, -0.388367414, 0.0809247419, 0.0668345466, -0.171927795, 0.0357040837, 0.0894320607, 0.0448640287, + 0.0496236421, 0.0481129847, -0.0973136052, 0.161646038, -0.113477305, 0.04949544, 0.0729649812, -0.0361371897, + 0.0662086233, -0.00700450502, -0.116499677, -0.0211075936, 0.070632197, 0.0159394443, -0.0889575556, -0.0802729949, + 0.0583706349, 0.068704322, 0.0971004963}, + {-0.851525426, 0.0957234949, 0.052559007, 0.0460673496, 0.0693054795, 0.0644561276, 0.11398416, 0.021627564, + 0.0437199362, 0.103789032, -0.0312068891, -0.0665286854, 0.0249293167, 0.0493387133, 0.0870543793, -0.0129110338, + 0.193294987, 0.15596509, 0.00858440436, 0.0967156887, -0.0302792024, 0.0566488765, 0.0778378099, -0.0519785471, + -0.0802783072, 0.109945856, 0.093652375}, }; const float FIVE_dense_biases[FIVE_DENSE_NUM] = { - 0.448750377, 0.403760582, 0.343976527, 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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 }; const float FIVE_logit_weights[FIVE_DENSE_NUM] NN_ALIGNED = { - -0.371308535, -0.405355245, -0.377181888, 0.497233629, -0.250674397, -0.429564774, -1.11061406, -0.296319515, - 0.23601149, 0.243570864, -0.24711068, -0.369821012, -0.335140526, -0.493516713, 0.214400083, 0.474441826, - 0.155431896, 0.203262046, 0.336635977, -0.23676908, 0.109814323, 0.444532424, -0.370563239, 0.360269755, - -0.278772235, 0.17623356, 0.379497468, -0.263965845, -0.396779865, -0.319404095, 0.251259804, 0.409782857, - 0.351485848, 0.366804957, -0.178924903, -0.297108471, 0.144363016, -0.16299139, 0.124468893, 0.280428141, - -0.374722838, -0.71489042, -0.22734572, 0.310074896, -0.339080572, 0.387652963, -0.476010561, -0.23891817, - 0.158733234, 0.128290251, 0.344814301, 0.395800322, 0.244534045, 0.224248424, -0.349556744, 0.367600739, - -0.529881656, -0.339196235, 0.28590101, -0.340338498, 0.524476707, -0.638551593, -0.325753361, 0.121846914 + 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 }; -const float FIVE_logit_bias = -0.178311273; +const float FIVE_logit_bias = -0.0882488862; #endif
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