native_neural_network 0.3.1

Lib no_std Rust for native neural network (.rnn)
Documentation
model,precision,elapsed_ms,iterations,train_samples,avg_loss,last_loss,iterations_per_sec,samples_per_sec
"small.rnn","f32",200,60,240,0.050298735,0.034629185,298.997,1195.988
"small.rnn","f32",402,124,496,0.04962041,0.04634448,307.92377,1231.6951
"small.rnn","f32",604,188,752,0.04994045,0.035108335,311.2277,1244.9108
"small.rnn","f32",811,252,1008,0.049383562,0.034880348,310.64243,1242.5697
"small.rnn","f32",1003,312,1248,0.049330015,0.04549332,310.78915,1243.1566
"small.rnn","f32",1209,376,1504,0.049171884,0.035277877,310.8193,1243.2772
"small.rnn","f32",1411,440,1760,0.04879049,0.033324007,311.74347,1246.9739
"small.rnn","f32",1607,500,2000,0.048796795,0.040997896,311.0174,1244.0696
"small.rnn","f32",1800,560,2240,0.048494846,0.03336232,311.083,1244.332
"small.rnn","f32",2006,624,2496,0.04831767,0.04564022,310.96017,1243.8407
"small.rnn","f32",2209,684,2736,0.048204824,0.038243107,309.6024,1238.4095
"small.rnn","f32",2410,748,2992,0.047908608,0.037500143,310.26218,1241.0487
"small.rnn","f32",2601,804,3216,0.04782598,0.043782264,309.03915,1236.1566
"small.rnn","f32",2802,868,3472,0.047618475,0.032353323,309.6949,1238.7795
"small.rnn","f32",3005,932,3728,0.047442146,0.044249013,310.0996,1240.3984
"small.rnn","f32",3202,992,3968,0.04735018,0.039111204,309.77512,1239.1005
"small.rnn","f32",3410,1056,4224,0.04710778,0.035076484,309.66467,1238.6587
"small.rnn","f32",3606,1112,4448,0.04701573,0.04434018,308.3608,1233.4432
"small.rnn","f32",3811,1172,4688,0.046886943,0.034401268,307.48883,1229.9553
"small.rnn","f32",4006,1232,4928,0.046675693,0.033680167,307.5246,1230.0984
"small.rnn","f32",4203,1288,5152,0.04660493,0.045206685,306.40976,1225.639
"small.rnn","f32",4400,1348,5392,0.04644739,0.032499824,306.35446,1225.4178
"small.rnn","f32",4606,1412,5648,0.04627191,0.03702866,306.5541,1226.2164
"small.rnn","f32",4807,1472,5888,0.046199773,0.038407635,306.21283,1224.8513
"small.rnn","f32",5000,1528,6112,0.04603023,0.031308006,305.59164,1222.3666
"small.rnn","f32",5200,1588,6352,0.045906212,0.043899775,305.35498,1221.4199
"small.rnn","f32",5401,1648,6592,0.04582456,0.036338687,305.0902,1220.3608
"small.rnn","f32",5605,1712,6848,0.045651305,0.03782115,305.41672,1221.6669
"small.rnn","f32",5808,1776,7104,0.04555807,0.042404637,305.78128,1223.1251
"small.rnn","f32",6011,1840,7360,0.04541511,0.033143107,306.07462,1224.2985
"small.rnn","f32",6206,1900,7600,0.04529693,0.043121576,306.13876,1224.555
"small.rnn","f32",6411,1960,7840,0.045221306,0.03809698,305.67697,1222.7079
"small.rnn","f32",6604,2020,8080,0.045074295,0.03421274,305.85114,1223.4045
"small.rnn","f32",6811,2084,8336,0.044989064,0.044586606,305.95932,1223.8373
"small.rnn","f32",7000,2128,8512,0.04492655,0.037606817,303.9983,1215.9932
"small.rnn","f32",7210,2176,8704,0.044810988,0.032883573,301.80176,1207.207
"small.rnn","f32",7410,2236,8944,0.04472284,0.044545457,301.72095,1206.8838
"small.rnn","f32",7603,2292,9168,0.04465678,0.034831814,301.45917,1205.8367
"small.rnn","f32",7809,2356,9424,0.044523545,0.037398618,301.67,1206.68
"small.rnn","f32",8011,2420,9680,0.044454753,0.030438052,302.06583,1208.2633
"small.rnn","f32",8205,2476,9904,0.044366896,0.03088722,301.7483,1206.9932
"small.rnn","f32",8402,2528,10112,0.04426585,0.034207404,300.85028,1203.4011
"small.rnn","f32",8616,2588,10352,0.04421719,0.041827016,300.35254,1201.4102
"small.rnn","f32",8811,2644,10576,0.044120323,0.032704074,300.06403,1200.2561
"small.rnn","f32",9007,2704,10816,0.044032037,0.04284461,300.19043,1200.7617
"small.rnn","f32",9202,2764,11056,0.043981772,0.03786819,300.35422,1201.4169
"small.rnn","f32",9401,2828,11312,0.043871105,0.036533173,300.80148,1203.2059
"small.rnn","f32",9600,2888,11552,0.043803234,0.034360435,300.8302,1203.3208
"small.rnn","f32",9807,2928,11712,0.043764386,0.036560163,298.55722,1194.2289
"small.rnn","f32",10005,2980,11920,0.04367867,0.035041753,297.84238,1191.3695
"small.rnn","f32",10202,3040,12160,0.043606263,0.044925366,297.96622,1191.8649
"small.rnn","f32",10400,3104,12416,0.043540888,0.027473006,298.45245,1193.8098
"small.rnn","f32",10610,3172,12688,0.043441724,0.04077968,298.94006,1195.7603
"small.rnn","f32",10800,3232,12928,0.043400705,0.041196257,299.2325,1196.93
"small.rnn","f32",11006,3296,13184,0.043310698,0.031659335,299.4584,1197.8336
"small.rnn","f32",11207,3356,13424,0.04324726,0.036995497,299.43625,1197.745
"small.rnn","f32",11404,3416,13664,0.043198757,0.03596651,299.52045,1198.0818
"small.rnn","f32",11602,3476,13904,0.043112434,0.037027832,299.5812,1198.3248
"small.rnn","f32",11807,3540,14160,0.04306266,0.043352276,299.80536,1199.2214
"small.rnn","f32",12006,3600,14400,0.042998895,0.03089521,299.82828,1199.3131
"small.rnn","f32",12207,3660,14640,0.042926934,0.040529855,299.80908,1199.2363
"small.rnn","f32",12411,3724,14896,0.042885944,0.03979799,300.03824,1200.153
"small.rnn","f32",12611,3780,15120,0.042821124,0.03326799,299.7236,1198.8944
"small.rnn","f32",12814,3844,15376,0.04277128,0.04434151,299.9773,1199.9092
"small.rnn","f32",13002,3900,15600,0.04272196,0.034685045,299.95035,1199.8014
"small.rnn","f32",13211,3964,15856,0.04264269,0.037999757,300.0432,1200.1729
"small.rnn","f32",13402,4024,16096,0.042611863,0.045442022,300.24207,1200.9683
"small.rnn","f32",13600,4088,16352,0.04254799,0.03257435,300.5824,1202.3296
"small.rnn","f32",13800,4152,16608,0.042485524,0.042123586,300.8513,1203.4052
"small.rnn","f32",14009,4216,16864,0.04245087,0.037628982,300.93823,1203.7529
"small.rnn","f32",14210,4280,17120,0.042381708,0.037667077,301.18997,1204.7599
"small.rnn","f32",14401,4340,17360,0.042346183,0.04331569,301.34766,1205.3906
"small.rnn","f32",14603,4400,17600,0.04229765,0.028402613,301.2962,1205.1848
"small.rnn","f32",14808,4464,17856,0.04224166,0.044144105,301.4433,1205.7732
"small.rnn","f32",15002,4524,18096,0.042211752,0.040132493,301.55573,1206.2229
"small.rnn","f32",15206,4588,18352,0.042148862,0.03363646,301.70474,1206.819
"small.rnn","f32",15407,4644,18576,0.042113926,0.044746894,301.40433,1205.6173
"small.rnn","f32",15610,4708,18832,0.04207817,0.035332877,301.58377,1206.3351
"small.rnn","f32",15802,4768,19072,0.042019106,0.04095802,301.72485,1206.8994
"small.rnn","f32",16004,4832,19328,0.041988805,0.038179096,301.91876,1207.675
"small.rnn","f32",16208,4896,19584,0.04193803,0.033777785,302.073,1208.292
"small.rnn","f32",16414,4944,19776,0.041901764,0.041154996,301.20496,1204.8198
"small.rnn","f32",16612,4984,19936,0.041889224,0.044978663,300.0063,1200.0251
"small.rnn","f32",16800,5036,20144,0.041857522,0.03582368,299.7524,1199.0096
"small.rnn","f32",17011,5092,20368,0.041809015,0.03885395,299.3259,1197.3036
"small.rnn","f32",17212,5148,20592,0.04178798,0.04567213,299.0861,1196.3444
"small.rnn","f32",17413,5208,20832,0.041747965,0.033298045,299.07016,1196.2806
"small.rnn","f32",17602,5264,21056,0.041704174,0.03534583,299.05377,1196.2151
"small.rnn","f32",17802,5324,21296,0.041686807,0.042285595,299.05142,1196.2057
"small.rnn","f32",18002,5384,21536,0.04164006,0.034381945,299.069,1196.276
"small.rnn","f32",18203,5428,21712,0.041613225,0.042104077,298.18185,1192.7274
"small.rnn","f32",18402,5480,21920,0.041596796,0.03920467,297.78976,1191.159
"small.rnn","f32",18603,5536,22144,0.041559845,0.03225123,297.57224,1190.289
"small.rnn","f32",18803,5600,22400,0.04152171,0.045077566,297.81708,1191.2683
"small.rnn","f32",19008,5664,22656,0.04149887,0.039630275,297.97498,1191.8999
"small.rnn","f32",19206,5728,22912,0.041450504,0.03694618,298.23367,1192.9347
"small.rnn","f32",19405,5792,23168,0.041429754,0.0466289,298.47736,1193.9094
"small.rnn","f32",19612,5856,23424,0.041395627,0.033143274,298.58197,1194.3279
"small.rnn","f32",19801,5916,23664,0.041358035,0.042473823,298.76596,1195.0638
"small.rnn","f32",20003,5980,23920,0.04133893,0.039287176,298.95084,1195.8033
"small.rnn","f32",20204,6044,24176,0.041296583,0.036258142,299.13663,1196.5465
"small.rnn","f32",20402,6108,24432,0.0412764,0.042296957,299.36948,1197.4779
"small.rnn","f32",20600,6172,24688,0.041244693,0.03414813,299.6025,1198.41
"small.rnn","f32",20808,6236,24944,0.04120933,0.039100498,299.69186,1198.7675
"small.rnn","f32",21008,6300,25200,0.041193064,0.039786976,299.8804,1199.5216
"small.rnn","f32",21210,6364,25456,0.0411541,0.037151396,300.03754,1200.1501
"small.rnn","f32",21409,6428,25712,0.041135382,0.046170462,300.2381,1200.9524
"small.rnn","f32",21609,6492,25968,0.04110773,0.034540955,300.426,1201.704
"small.rnn","f32",21800,6552,26208,0.0410755,0.043503102,300.54752,1202.1901
"small.rnn","f32",22004,6616,26464,0.0410625,0.04238989,300.66302,1202.6521
"small.rnn","f32",22210,6680,26720,0.041025233,0.035133287,300.7639,1203.0555
"small.rnn","f32",22409,6744,26976,0.041004263,0.047226895,300.94022,1203.7609
"small.rnn","f32",22600,6804,27216,0.04098491,0.03458226,301.06104,1204.2441
"small.rnn","f32",22812,6872,27488,0.0409498,0.04312816,301.24072,1204.9629
"small.rnn","f32",23003,6932,27728,0.040936355,0.04209676,301.34906,1205.3962
"small.rnn","f32",23212,6996,27984,0.04090305,0.034847416,301.3953,1205.5812
"small.rnn","f32",23403,7056,28224,0.04088533,0.044755243,301.49564,1205.9825
"small.rnn","f32",23603,7116,28464,0.040869866,0.03470534,301.47723,1205.9089
"small.rnn","f32",23805,7180,28720,0.040834952,0.03965825,301.6116,1206.4464
"small.rnn","f32",24009,7244,28976,0.040822584,0.038977757,301.715,1206.86
"small.rnn","f32",24203,7304,29216,0.04079704,0.03415553,301.775,1207.1
"small.rnn","f32",24405,7368,29472,0.040771585,0.045044098,301.90247,1207.6099
"small.rnn","f32",24607,7432,29728,0.04075784,0.038473185,302.02023,1208.0809
"small.rnn","f32",24800,7492,29968,0.040727373,0.0371571,302.08615,1208.3446
"small.rnn","f32",25001,7556,30224,0.04071458,0.044449564,302.2162,1208.8647
"small.rnn","f32",25205,7620,30480,0.040692933,0.034541212,302.31998,1209.2799
"small.rnn","f32",25408,7684,30736,0.04066658,0.042891014,302.41754,1209.6702
"small.rnn","f32",25610,7748,30992,0.040653557,0.032403447,302.52936,1210.1174
"small.rnn","f32",25807,7808,31232,0.04062697,0.037044626,302.54404,1210.1761
"small.rnn","f32",26000,7868,31472,0.040614966,0.0478926,302.60864,1210.4346
"small.rnn","f32",26206,7932,31728,0.040596623,0.033854287,302.67047,1210.6819
"small.rnn","f32",26410,7996,31984,0.040570445,0.041765973,302.75653,1211.0261
"small.rnn","f32",26600,8056,32224,0.040564068,0.042430926,302.8516,1211.4064
"small.rnn","f32",26805,8120,32480,0.04053861,0.03519289,302.92075,1211.683
"small.rnn","f32",27007,8184,32736,0.04052054,0.047619123,303.02783,1212.1113
"small.rnn","f32",27209,8248,32992,0.040507786,0.037175987,303.1255,1212.502
"small.rnn","f32",27411,8312,33248,0.04048252,0.038623743,303.23502,1212.9401
"small.rnn","f32",27604,8372,33488,0.04047543,0.04198263,303.28836,1213.1534
"small.rnn","f32",27804,8436,33744,0.04045267,0.033195898,303.40155,1213.6062
"small.rnn","f32",28003,8500,34000,0.040436246,0.0444634,303.5329,1214.1316
"small.rnn","f32",28203,8564,34256,0.040427063,0.037787303,303.6536,1214.6144
"small.rnn","f32",28405,8628,34512,0.040403284,0.038998164,303.74377,1214.9751
"small.rnn","f32",28607,8692,34768,0.04039484,0.04180997,303.84006,1215.3602
"small.rnn","f32",28808,8756,35024,0.040373035,0.033709466,303.94226,1215.769
"small.rnn","f32",29000,8816,35264,0.04035847,0.045789536,303.9944,1215.9775
"small.rnn","f32",29206,8880,35520,0.04035015,0.03792971,304.04053,1216.1621
"small.rnn","f32",29408,8944,35776,0.04032505,0.041124634,304.12994,1216.5198
"small.rnn","f32",29611,9008,36032,0.040316522,0.037210133,304.2059,1216.8236
"small.rnn","f32",29810,9064,36256,0.04030334,0.03588105,304.05865,1216.2346
"small.rnn","f32",30004,9124,36496,0.040283345,0.042478886,304.0844,1216.3376
"small.rnn","f32",30004,9124,36496,0.040283345,0.042478886,304.0839,1216.3356