diff options
| author | tslil <tslil@posteo.de> | 2026-09-12 19:37:56 +0100 |
|---|---|---|
| committer | tslil <tslil@posteo.de> | 2026-09-13 20:15:31 +0100 |
| commit | 7f1566fb21dfe8c99bc770885cc2cc4e478e16b4 (patch) | |
| tree | fc93f79abfe985c3d0cf3d95c6d44714b8062371 /include/weights_5.c | |
| parent | f3ed463e8a215b0ca3219aebbb14c4a7073a0f9f (diff) | |
move data generation into the epoch loop
Previously we would spend all of the training epochs on making the network a better predictor of the *initial* TD-leaf values that we computed before the start of the first epoch. There's definitely something stale about this, given that the TD-leaf training targets involved the net evaluation at PVs. I'm not overly confident that this makes sense, but as a kind of compromise between fully on-line TD-leaf and the fully stale version we had before, we now recompute the TD-leaf values in each epoch with the fine-tuned net instead of the epoch 0 net.
Perhaps we were just lucky, but this seems to train a strong network under the default setting.
More experimentation is required.
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 40971ab..588bf39 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=14, perf=+7967-1420=0611, rate=79.686 */ +/* iter=16, perf=+1524-1144=0332, rate=50.800 */ #ifndef WEIGHTS_FIVE #define WEIGHTS_FIVE #include "weights_5.h" const float FIVE_embedding[7] = { - 0.0476539396, 0.742330909, 0.245702967, 0.940113664, -0.699320495, -0.164076596, -0.874325037 + -0.184489027, -0.881782293, -0.451349735, -1.67686057, 0.554752886, 0.134153381, 1.468413 }; const float FIVE_dense_weights[FIVE_DENSE_NUM][FIVE_INP_NUM] NN_ALIGNED = { - {-0.818017602, 0.0702040344, 0.181729794, 0.277401447, 0.191199258, 0.276504368, 0.187980115, 0.272741109, - 0.22755383, 0.174455255, 0.226254702, 0.325764954, 0.208692953, 0.123012856, 0.189510256, 0.197098807, - 0.0933151022, 0.408828884, 0.154175878, 0.149906695, 0.127770007, 0.096810028, 0.168226108, 0.130137354, - 0.0830135942, 0.131745309, 0.119267374}, - {-0.410208583, 0.401429087, -0.00967128575, 0.00475327671, -0.0137241213, 0.00505692838, -0.025901312, 0.105940394, - 0.123485371, 0.0821900442, -0.0452856421, -0.0418544002, 0.0470271073, 0.12954466, 0.0934853479, 0.0829678029, - 0.077076003, 0.116698444, -0.0855026245, 0.0924661309, 0.235512495, 0.1345817, 0.0210062284, 0.0748902112, - 0.0553739741, 0.0298200268, 0.0660945475}, - {0.38757816, -0.284956396, -0.345097095, 0.0548936948, 0.209340736, 0.0120898252, -0.0869114622, -0.126913011, - -0.0302109513, -0.123189412, 0.0730394498, -0.0487024412, 0.126720861, -0.028743105, -0.024582075, -0.0213148464, - 0.0751261711, 0.0120627359, -0.00221735518, -0.168266833, 0.0349430144, 0.0346101597, -0.125661269, 0.0378557332, - 0.127657518, 0.145181999, 0.0147066368}, - {0.19526951, -0.552432358, -0.0905762762, -0.0601180494, -0.181364134, -0.0390705392, 0.0250109341, -0.193275735, - -0.0801522508, -0.0520261787, -0.133321047, -0.0126683228, -0.0866494626, -0.0740848929, -0.134500518, -0.13805601, - -0.1324054, -0.0478925705, 0.069936052, 0.032548666, -0.0280371141, -0.057757929, -0.176809371, 0.0334159173, - -0.15888457, 0.0361800902, -0.0247570556}, - {0.48043713, -0.537087679, -0.151452959, 0.184876263, -0.244503871, 0.10161297, -0.0654172599, 0.0214470401, - -0.132867128, -0.107390039, -0.1064137, 0.0749369636, 0.169884071, 0.0149736116, -0.100633875, 0.125966534, - 0.159750223, 0.0333625674, 0.109117843, -0.0339813679, 0.154420167, -0.0164108928, -0.127699494, -0.0630692691, - -0.161359787, 0.132584542, -0.028020693}, - {-0.321030051, 0.301239043, 0.0805373862, 0.0888604596, 0.0693827495, 0.249670371, 0.00724084023, 0.0251798984, - 0.103361621, 0.00845444854, 0.0586174913, -0.036091093, 0.0331105664, 0.138344571, -0.0255160183, 0.0951183662, - -0.0247282647, 0.096967034, 0.00249248906, 0.0483046621, 0.00484370347, -0.0602928773, -0.0229995549, -0.0667287931, - 0.0203588121, 0.140470877, -0.0371590182}, - {-0.419570059, 0.432046324, 0.109651096, 0.0356963128, 0.0297298785, 0.148160353, 0.0344501771, 0.0569202639, - 0.0396349244, 0.181919456, 0.109729789, -0.00818778574, 0.0455376655, -0.00877512246, 0.0858586282, 0.0837627798, - 0.0678550899, 0.144214854, 0.00297289202, 0.00811560452, -0.0967256129, 0.0234693475, 0.049551066, 0.0811684355, - 0.0873637274, 0.0231571849, 0.0501323529}, - {-0.399996489, 0.398378372, 0.0799945816, 0.0564881861, 0.06767039, 0.0562714115, 0.0184021126, 0.0587930307, - 0.00544027705, -0.0216024984, 0.0110231712, 0.0483557656, 0.0267155133, 0.281600624, -0.0942464992, 0.0529368967, - 0.0257460214, 0.00791867729, 0.041203171, 0.0235038307, 0.112723835, 0.00415105838, 0.0634899735, 0.0586358495, - 0.0930256024, -0.00540780649, -0.0371995382}, - {-0.418013364, -0.799416959, -0.429163635, -0.29595232, -0.334300011, -0.153055415, -0.404040545, -0.230598837, - -0.102576606, -0.00591794448, -0.0140625164, -0.0982005, -0.250441849, -0.14824447, -0.0491336286, -0.0563291088, - -0.142365426, -0.151464358, -0.156924099, -0.0594604127, -0.21788618, -0.0932183713, -0.180304483, -0.112608992, - -0.0699611455, -0.118512489, -0.114460021}, - {-0.224402294, 0.499757856, -0.0632693022, 0.11625012, -0.0571107306, -0.0402582735, -0.108751461, 0.157807812, - 0.000910814153, 0.137439802, 0.0938854069, -0.0908967331, 0.0389608629, 0.0990421996, 0.0340225846, 0.0796505213, - -0.0154553084, -0.117474385, 0.0258461349, 0.0512575507, 0.122961089, 0.081482321, -0.111701921, -0.0225808825, - -0.0506297573, 0.0882101282, -0.0677878112}, - {-0.198316082, -0.817420363, -0.0811643228, 0.060102731, 0.0329218283, -0.208267376, -0.142129034, -0.173807278, - 0.028852215, 0.0917268693, -0.0777906403, -0.0770791471, -0.0137128131, 0.0639661476, 0.0758331269, -0.01931905, - -0.16424939, -0.231177717, -0.371044666, -0.0869615525, -0.275516987, -0.221860737, -0.0940655172, -0.14994587, - -0.0137855662, -0.298080385, -0.334713459}, - {-0.265161216, 0.351657987, 0.00126411906, 0.0184110478, 0.0148644587, -0.091418229, -0.010686676, 0.102837324, - 0.0234582219, 0.0963362977, 0.00204217387, -0.032505542, 0.0214636121, 0.0404743962, 0.000195480708, 0.116171449, - 0.0957510397, -0.00238764239, 0.0556004532, 0.0145290652, 0.217491508, -0.0655798689, 0.030398896, -0.0385271795, - 0.00624538632, 0.0922602341, -0.00430506608}, - {0.553109467, -0.369033575, -0.03127978, 0.0755200535, 0.0861230865, -0.0165385306, 0.0726183876, -0.092877239, - 0.0266468842, 0.0298575796, 0.024351906, 0.049708873, -0.206503853, -0.044604253, 0.0521336831, 0.0523661934, - -0.105529234, -0.0461079739, -0.199758202, 0.0251160786, 0.0475852229, 0.000577399856, -0.192462444, -0.107759759, - 0.144707546, 0.0263034049, -0.124621816}, - {-0.470386654, -0.868150473, 0.0548356846, -0.00201450475, -0.034814164, -0.135164067, -0.388651848, -0.0322872363, - -0.0282590613, -0.0135136256, -0.0564548336, -0.185678497, 0.00272418885, -0.0545186661, -0.100418106, -0.0147801964, - -0.302020073, -0.0803025514, -0.169791728, -0.163679391, -0.223285809, -0.274977505, -0.448028266, -0.213729173, - -0.453927994, -0.311229259, -0.326652557}, - {-0.156901971, -0.314688832, -0.348736167, -0.0448100604, -0.0741384253, -0.0269917957, 0.0244348403, -0.0612836182, - -0.226278931, -0.240692511, -0.0525434315, 0.0644104928, -0.0636884272, -0.297026962, -0.235599712, -0.150425836, - -0.25262624, 0.000269623939, -0.0369599834, -0.102939181, -0.12481501, -0.0757055059, 0.00916354824, -0.101035245, - -0.289851844, 0.0129076997, -0.053841237}, - {-0.262758106, 0.41529882, 0.0330318138, 0.000346309243, 0.0568111986, 0.191935688, -0.0391871966, -0.0475976095, - 0.129931271, 0.0774453208, 0.104147732, -0.0977292433, 0.0594918095, 0.0779952705, 0.0539889224, 0.0556917377, - 0.00659977319, 0.0179531127, -0.0813245326, 0.0732288733, 0.0643588379, -0.141596913, -0.0335066319, 0.0625528991, - 0.0282627717, 0.0449241586, 0.0181444958}, - {-0.416000664, 0.340892941, 0.0986919478, 0.0463932678, 0.05925956, 0.192399576, 0.065886572, 0.0898306072, - -0.0211981982, 0.0172918178, 0.0257663745, 0.00434223749, 0.0696423575, 0.0628270432, 0.210424498, 0.0322465822, - 0.033996366, 0.0997044444, -0.0246728975, 0.0963365883, 0.206188649, -0.261000067, 0.069069773, -0.0578867421, - 0.0232947078, 0.0199944489, 0.112089559}, - {-0.281421542, -0.718068719, -0.170142397, -0.118652381, 0.0337012112, -0.115631483, 0.0702712983, -0.256495386, - -0.154455468, -0.150140747, -0.0796703175, -0.218350366, -0.128057599, -0.191611037, -0.138685867, -0.165931091, - -0.0123128993, -0.149440363, -0.0740722865, 0.0421106853, -0.0251611918, -0.0978218988, -0.112075374, -0.188091576, - -0.361647189, -0.0714053959, -0.131594867}, - {0.370752394, -0.338403016, -0.00686316472, -0.132020473, 0.0520720407, -0.0980999991, 0.0428776257, -0.07667844, - -0.0314245038, -0.122224353, -0.0326172709, 0.00235417113, -0.209234595, 0.0145123871, -0.0105550634, 0.11523211, - 0.0203603208, -0.0766922086, 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0.0617176294, -0.0797077045, - 0.0720922127, 0.242049977, 0.0258601326, -0.00243232166, 0.0160259213, 0.0526248142, 0.0644836947, 0.00581495091, - 0.31831947, -0.0932174698, 0.00729919691, -0.00100585888, 0.00768942758, 0.0176778696, 0.0418603346, -0.0223391876, - 0.189735889, 0.0056778728, -0.0225660335, 0.010513857, 0.112475105, 0.0946235433, 0.147431731, 0.146059513, - -0.124863915, 0.0555609502, 0.0807787329, -0.00389470789, 0.132389158, -0.0807617903, 0.0149083724, 0.136356264, - -0.00593695836, 0.0873517171, 0.0745000169, 0.0087628318, 0.181608319, 0.163227186, -0.0795557424, 0.19588159, - 0.0779630467, -0.0108545339, 0.0777856782, 0.146009102, -0.0630860403, -0.0228289645, 0.092776902, 0.233236879 + 0.448750377, 0.403760582, 0.343976527, -0.255637884, 0.287142545, 0.484369278, 0.346042812, 0.353629231, + -0.132978559, 0.0292666871, 0.33778137, 0.327351302, 0.3948856, 0.282039821, -0.0324714705, -0.129281044, + -0.21987389, -0.030962348, -0.0587515272, 0.184871286, -0.0846855566, -0.151341617, 0.369707227, -0.188353449, + 0.355887353, -0.0255241822, -0.210587487, 0.235232681, 0.284036249, 0.459257066, -0.451358795, -0.112674445, + -0.207122475, -0.0463822149, 0.156282499, 0.413409323, -0.0411145575, 0.173950806, -0.0794503465, -0.244166583, + 0.220132127, 0.398949623, 0.248157859, -0.050257463, 0.392109722, -0.144541204, 0.485850841, 0.29079178, + -0.339778692, -0.0887532607, -0.0737924799, -0.249317899, -0.335118115, -0.151358426, 0.466078371, -0.0393950865, + 0.407593697, 0.364170969, -0.231799334, 0.383101225, -0.136441469, 0.524635255, 0.312647462, -0.0535623394 }; const float FIVE_logit_weights[FIVE_DENSE_NUM] NN_ALIGNED = { - 0.542990088, 0.394294471, -0.266314715, -0.522781491, -0.335198969, 0.16802302, 0.400215536, 0.239597946, - -0.597629249, 0.23748675, -0.555409849, 0.129776895, -0.375330031, -0.565752625, -0.412883222, 0.213490158, - 0.269413531, -0.642021239, -0.302709132, 0.417968392, 0.0848242193, -0.322936624, 0.326173007, -0.348193675, - -0.980013549, 0.163730532, 0.0467723683, -0.285792351, 0.382659674, 0.429435998, 0.226810917, -0.316135794, - -0.583684385, 0.330129981, -0.272758693, 0.176698834, -0.163687512, -0.244952217, -0.2548998, -0.222991094, - -0.385615855, -0.381427735, 0.157992691, 0.826332927, 0.28240177, -0.194291592, -0.431329876, 0.503808677, - 0.155900806, 0.251307249, 0.287376583, -1.27233529, -0.634659886, 0.493688315, 0.14125821, -0.285439938, - 0.645537198, 0.204007134, 0.132660881, -0.367148668, 0.20200929, 0.270411998, 0.793596148, -0.712929845 + -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 }; -const float FIVE_logit_bias = -0.0996730179; +const float FIVE_logit_bias = -0.178311273; #endif
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