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
"medium.rnn","f64",201,20,80,0.049897537,0.0703026,99.24744,396.98975
"medium.rnn","f64",400,40,160,0.050313007,0.070517756,99.95361,399.81445
"medium.rnn","f64",600,60,240,0.05016667,0.06533213,99.87764,399.51056
"medium.rnn","f64",826,80,320,0.050215267,0.07067156,96.76166,387.04663
"medium.rnn","f64",1034,100,400,0.050191592,0.070742,96.70155,386.8062
"medium.rnn","f64",1218,116,464,0.05013493,0.068627775,95.2307,380.9228
"medium.rnn","f64",1419,136,544,0.050057046,0.068591185,95.81112,383.24448
"medium.rnn","f64",1620,156,624,0.049988586,0.07099771,96.27066,385.08264
"medium.rnn","f64",1816,172,688,0.04994751,0.06976865,94.6752,378.7008
"medium.rnn","f64",2042,188,752,0.04993597,0.07079675,92.05269,368.21075
"medium.rnn","f64",2203,204,816,0.049885195,0.067512736,92.575714,370.30286
"medium.rnn","f64",2408,224,896,0.049861405,0.069499165,92.99719,371.98877
"medium.rnn","f64",2606,244,976,0.049836624,0.068759575,93.61746,374.46985
"medium.rnn","f64",2806,264,1056,0.04980208,0.07057916,94.07854,376.31415
"medium.rnn","f64",3006,284,1136,0.04972755,0.06967137,94.47485,377.8994
"medium.rnn","f64",3202,304,1216,0.049690414,0.06756355,94.936676,379.7467
"medium.rnn","f64",3403,324,1296,0.04964858,0.062310778,95.20586,380.82343
"medium.rnn","f64",3609,344,1376,0.04959613,0.06756796,95.31343,381.25372
"medium.rnn","f64",3824,364,1456,0.049575873,0.06842261,95.1807,380.7228
"medium.rnn","f64",4029,384,1536,0.049553167,0.06833247,95.30191,381.20764
"medium.rnn","f64",4207,400,1600,0.04952064,0.06750155,95.06822,380.2729
"medium.rnn","f64",4407,420,1680,0.049481083,0.0677921,95.294174,381.1767
"medium.rnn","f64",4608,440,1760,0.0494473,0.06781309,95.47848,381.9139
"medium.rnn","f64",4810,460,1840,0.04938928,0.06637279,95.63097,382.52386
"medium.rnn","f64",5012,480,1920,0.049353007,0.06675126,95.760254,383.04102
"medium.rnn","f64",5207,500,2000,0.049298182,0.05765704,96.01885,384.0754
"medium.rnn","f64",5437,524,2096,0.049277164,0.06688462,96.37597,385.50388
"medium.rnn","f64",5635,544,2176,0.04923081,0.06095233,96.53755,386.1502
"medium.rnn","f64",5834,564,2256,0.049200572,0.06701537,96.67163,386.68652
"medium.rnn","f64",6035,584,2336,0.04917415,0.06581222,96.75909,387.03635
"medium.rnn","f64",6225,600,2400,0.04915047,0.0664521,96.38083,385.52332
"medium.rnn","f64",6428,620,2480,0.049113855,0.065808184,96.44784,385.79135
"medium.rnn","f64",6630,640,2560,0.049076088,0.06780732,96.51854,386.07416
"medium.rnn","f64",6827,660,2640,0.04904596,0.06574369,96.666855,386.66742
"medium.rnn","f64",7021,680,2720,0.049010284,0.065815866,96.84594,387.38376
"medium.rnn","f64",7218,700,2800,0.048984095,0.067424186,96.97593,387.90372
"medium.rnn","f64",7421,720,2880,0.048949905,0.059552126,97.0189,388.0756
"medium.rnn","f64",7618,740,2960,0.048919223,0.06553918,97.13792,388.55167
"medium.rnn","f64",7836,760,3040,0.048887875,0.06740303,96.97907,387.9163
"medium.rnn","f64",8011,776,3104,0.048859272,0.06711606,96.86075,387.443
"medium.rnn","f64",8220,796,3184,0.048827235,0.06782987,96.828995,387.31598
"medium.rnn","f64",8401,812,3248,0.048789427,0.06286029,96.64375,386.575
"medium.rnn","f64",8606,832,3328,0.048754368,0.06524759,96.67521,386.70084
"medium.rnn","f64",8814,852,3408,0.04872193,0.05690169,96.664116,386.65646
"medium.rnn","f64",9017,872,3488,0.048691027,0.0650516,96.700966,386.80386
"medium.rnn","f64",9222,892,3568,0.048664503,0.065596215,96.72119,386.88477
"medium.rnn","f64",9455,912,3648,0.048632517,0.06622432,96.456856,385.82742
"medium.rnn","f64",9609,924,3696,0.048611015,0.06471312,96.1575,384.63
"medium.rnn","f64",9807,940,3760,0.04857445,0.052488375,95.84832,383.39328
"medium.rnn","f64",10020,960,3840,0.048545364,0.06517735,95.8011,383.2044
"medium.rnn","f64",10228,980,3920,0.04851073,0.06451376,95.80915,383.2366
"medium.rnn","f64",10419,996,3984,0.04848371,0.06462409,95.59216,382.36865
"medium.rnn","f64",10633,1008,4032,0.04846525,0.06407697,94.79136,379.16544
"medium.rnn","f64",10823,1024,4096,0.048438746,0.06391273,94.60628,378.4251
"medium.rnn","f64",11025,1044,4176,0.04841157,0.06458035,94.6921,378.7684
"medium.rnn","f64",11259,1064,4256,0.048380032,0.06596438,94.50035,378.0014
"medium.rnn","f64",11408,1076,4304,0.048357863,0.06363898,94.31441,377.25763
"medium.rnn","f64",11609,1096,4384,0.04832825,0.062032662,94.404564,377.61826
"medium.rnn","f64",11811,1116,4464,0.04829132,0.05736511,94.487366,377.94946
"medium.rnn","f64",12015,1136,4544,0.048260596,0.061943356,94.54188,378.1675
"medium.rnn","f64",12216,1156,4624,0.04823325,0.06303043,94.62268,378.49072
"medium.rnn","f64",12444,1172,4688,0.04820611,0.06348753,94.181854,376.72742
"medium.rnn","f64",12628,1188,4752,0.048183445,0.064875826,94.074394,376.29758
"medium.rnn","f64",12822,1208,4832,0.04814899,0.06343856,94.20969,376.83875
"medium.rnn","f64",13019,1220,4880,0.048133917,0.063001536,93.70688,374.8275
"medium.rnn","f64",13230,1240,4960,0.048097707,0.06285012,93.7225,374.89
"medium.rnn","f64",13411,1256,5024,0.048068903,0.062425137,93.65353,374.6141
"medium.rnn","f64",13626,1276,5104,0.04803924,0.06447747,93.63807,374.55228
"medium.rnn","f64",13831,1296,5184,0.04800807,0.06281611,93.70231,374.80923
"medium.rnn","f64",14035,1316,5264,0.04798121,0.06230241,93.76217,375.04868
"medium.rnn","f64",14238,1336,5344,0.047953583,0.05864827,93.83217,375.32867
"medium.rnn","f64",14437,1356,5424,0.047927372,0.06108257,93.91968,375.6787
"medium.rnn","f64",14604,1372,5488,0.0479078,0.06370254,93.94566,375.78265
"medium.rnn","f64",14809,1392,5568,0.047879476,0.060666487,93.99597,375.9839
"medium.rnn","f64",15007,1408,5632,0.04785457,0.062868744,93.82249,375.28995
"medium.rnn","f64",15200,1424,5696,0.047828306,0.05589304,93.68323,374.7329
"medium.rnn","f64",15439,1444,5776,0.047800027,0.06361822,93.52355,374.0942
"medium.rnn","f64",15636,1464,5856,0.047770265,0.06094204,93.626305,374.50522
"medium.rnn","f64",15834,1484,5936,0.047742397,0.059640415,93.71878,374.87512
"medium.rnn","f64",16032,1504,6016,0.047714673,0.06328547,93.81101,375.24405
"medium.rnn","f64",16236,1524,6096,0.047686,0.06308558,93.8645,375.458
"medium.rnn","f64",16433,1544,6176,0.047656935,0.060398698,93.9531,375.8124
"medium.rnn","f64",16635,1564,6256,0.047628503,0.06074626,94.01439,376.05756
"medium.rnn","f64",16833,1584,6336,0.04759884,0.06149347,94.09558,376.38232
"medium.rnn","f64",17001,1600,6400,0.047576007,0.05626618,94.1112,376.4448
"medium.rnn","f64",17261,1620,6480,0.04755252,0.06081296,93.84991,375.39963
"medium.rnn","f64",17404,1624,6496,0.04754673,0.06050239,93.30671,373.22684
"medium.rnn","f64",17622,1644,6576,0.047516957,0.054692503,93.2886,373.1544
"medium.rnn","f64",17830,1664,6656,0.047492865,0.060900748,93.32547,373.30188
"medium.rnn","f64",18033,1684,6736,0.047468178,0.06035165,93.38424,373.53696
"medium.rnn","f64",18237,1704,6816,0.04744251,0.060520526,93.43275,373.731
"medium.rnn","f64",18411,1720,6880,0.0474204,0.06013554,93.42014,373.68057
"medium.rnn","f64",18621,1740,6960,0.04739041,0.06130917,93.44218,373.7687
"medium.rnn","f64",18838,1760,7040,0.047362037,0.061008066,93.42655,373.7062
"medium.rnn","f64",19013,1776,7104,0.04733765,0.054129377,93.40593,373.62372
"medium.rnn","f64",19232,1796,7184,0.047313,0.06157935,93.382416,373.52966
"medium.rnn","f64",19409,1812,7248,0.04729111,0.059125267,93.358536,373.43414
"medium.rnn","f64",19621,1832,7328,0.04726405,0.058347974,93.36729,373.46915
"medium.rnn","f64",19818,1852,7408,0.047238175,0.0597704,93.44645,373.7858
"medium.rnn","f64",20027,1872,7488,0.047211472,0.059625134,93.47295,373.8918
"medium.rnn","f64",20244,1892,7568,0.04718383,0.059882168,93.45873,373.83493
"medium.rnn","f64",20417,1908,7632,0.047158767,0.0514445,93.44993,373.7997
"medium.rnn","f64",20617,1928,7712,0.04713336,0.05963855,93.51116,374.04465
"medium.rnn","f64",20813,1948,7792,0.047108453,0.060441628,93.594536,374.37814
"medium.rnn","f64",21028,1968,7872,0.04708181,0.05787503,93.585594,374.34238
"medium.rnn","f64",21237,1988,7952,0.047056157,0.059245218,93.60954,374.43817
"medium.rnn","f64",21450,2008,8032,0.04703195,0.059231523,93.61017,374.44067
"medium.rnn","f64",21612,2024,8096,0.047011737,0.05948975,93.65099,374.60397
"medium.rnn","f64",21809,2044,8176,0.046982825,0.059642494,93.72073,374.88293
"medium.rnn","f64",22009,2064,8256,0.046958454,0.058903977,93.77917,375.11667
"medium.rnn","f64",22230,2084,8336,0.046931077,0.05179437,93.74669,374.98676
"medium.rnn","f64",22437,2104,8416,0.046905838,0.05701913,93.76964,375.07855
"medium.rnn","f64",22621,2120,8480,0.0468875,0.059496555,93.7173,374.8692
"medium.rnn","f64",22818,2140,8560,0.046863116,0.05989408,93.7821,375.1284
"medium.rnn","f64",23019,2160,8640,0.046837315,0.05753246,93.832886,375.33154
"medium.rnn","f64",23216,2180,8720,0.04680993,0.058346402,93.900345,375.60138
"medium.rnn","f64",23406,2200,8800,0.04678576,0.058882646,93.991776,375.9671
"medium.rnn","f64",23633,2224,8896,0.04675421,0.057862163,94.10177,376.40707
"medium.rnn","f64",23827,2244,8976,0.046728592,0.058528792,94.17514,376.70056
"medium.rnn","f64",24036,2264,9056,0.04670201,0.05770312,94.18998,376.75992
"medium.rnn","f64",24231,2284,9136,0.046679206,0.05690645,94.257065,377.02826
"medium.rnn","f64",24431,2304,9216,0.046654563,0.05511841,94.303665,377.21466
"medium.rnn","f64",24606,2320,9280,0.046637606,0.057364807,94.28377,377.13507
"medium.rnn","f64",24829,2340,9360,0.04661279,0.059083477,94.24395,376.9758
"medium.rnn","f64",25027,2360,9440,0.046588253,0.05754284,94.29721,377.18884
"medium.rnn","f64",25222,2380,9520,0.0465637,0.058261354,94.35916,377.43665
"medium.rnn","f64",25416,2400,9600,0.046538793,0.057526875,94.42731,377.70923
"medium.rnn","f64",25621,2416,9664,0.0465194,0.05820229,94.29532,377.18127
"medium.rnn","f64",25811,2436,9744,0.04649501,0.051863052,94.37694,377.50775
"medium.rnn","f64",26006,2456,9824,0.046473246,0.05798708,94.43773,377.75092
"medium.rnn","f64",26240,2480,9920,0.0464441,0.051605366,94.51,378.04
"medium.rnn","f64",26443,2500,10000,0.04642418,0.05826746,94.54075,378.163
"medium.rnn","f64",26608,2516,10064,0.04640673,0.057682116,94.555695,378.22278
"medium.rnn","f64",26801,2536,10144,0.046382397,0.05768176,94.62322,378.4929
"medium.rnn","f64",27036,2560,10240,0.046352386,0.057894517,94.68637,378.74548
"medium.rnn","f64",27209,2576,10304,0.046334535,0.05791359,94.67149,378.68597
"medium.rnn","f64",27424,2596,10384,0.046311777,0.057157684,94.659584,378.63834
"medium.rnn","f64",27622,2616,10464,0.046287384,0.056432493,94.70524,378.82095
"medium.rnn","f64",27834,2636,10544,0.046268012,0.057244126,94.703285,378.81314
"medium.rnn","f64",28003,2652,10608,0.046251252,0.057498865,94.7019,378.8076
"medium.rnn","f64",28220,2672,10688,0.046229377,0.057758298,94.68343,378.73373
"medium.rnn","f64",28426,2692,10768,0.046205018,0.056143742,94.700645,378.80258
"medium.rnn","f64",28632,2712,10848,0.04618289,0.05531685,94.71872,378.87488
"medium.rnn","f64",28809,2728,10912,0.04616447,0.058772366,94.69029,378.76117
"medium.rnn","f64",29038,2748,10992,0.04614149,0.05589263,94.63451,378.53802
"medium.rnn","f64",29207,2760,11040,0.04612991,0.056534976,94.49731,377.98923
"medium.rnn","f64",29437,2776,11104,0.04611371,0.057114482,94.30079,377.20316
"medium.rnn","f64",29614,2784,11136,0.046105422,0.056690782,94.00803,376.03214
"medium.rnn","f64",29801,2796,11184,0.046090934,0.056346253,93.82227,375.2891
"medium.rnn","f64",30003,2809,11236,0.04607686,0.040163413,93.62171,374.48685
"medium.rnn","f64",30003,2809,11236,0.04607686,0.040163413,93.62152,374.48608