Nameexact_genome_1512568488_42_6897_0
Workunit2605734
Created7 Dec 2017, 22:35:13 UTC
Sent7 Dec 2017, 22:42:51 UTC
Report deadline14 Dec 2017, 1:51:52 UTC
Received8 Dec 2017, 13:28:25 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time3 hours 23 min 24 sec
CPU time3 hours 22 min 29 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.40 MB
Peak swap size158.67 MB
Peak disk usage1.97 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
.0724411011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5591535568
validation[          , genome  6897] predictions:    9612/  10000 (96.12%), best:    9699/10000 (96.99%), error:      1216.53687, best error:      1048.19922 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 108.8545684814s, input_fired_time: 1.4117592573, output_fired_time: 1.3072732687, propagate_forward_time: 40.8093566895, propagate_backward_time: 62.2453651428, weight_update_time: 0.1472599208, other_time: 3.0808143616
epoch time: 8.9444999695s, input_fired_time: 0.1794380844, output_fired_time: 0.0000000000, propagate_forward_time: 8.2039213181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5611410141
validation[          , genome  6897] predictions:    9680/  10000 (96.80%), best:    9699/10000 (96.99%), error:      1088.13171, best error:      1048.19922 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 109.3577499390s, input_fired_time: 1.4267975092, output_fired_time: 1.3087486029, propagate_forward_time: 40.8511619568, propagate_backward_time: 62.5720977783, weight_update_time: 0.1492126584, other_time: 3.1989440918
epoch time: 8.8451976776s, input_fired_time: 0.1748314649, output_fired_time: 0.0000000000, propagate_forward_time: 8.1263933182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5439729691
validation[          , genome  6897] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:      1036.92664, best error:      1036.92664 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 109.7956542969s, input_fired_time: 1.4671603441, output_fired_time: 1.3157762289, propagate_forward_time: 41.0366516113, propagate_backward_time: 62.7500610352, weight_update_time: 0.1491449177, other_time: 3.2260055542
epoch time: 9.1388788223s, input_fired_time: 0.1818660945, output_fired_time: 0.0000000000, propagate_forward_time: 8.3923749924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5646381378
validation[          , genome  6897] predictions:    9676/  10000 (96.76%), best:    9705/10000 (97.05%), error:      1091.93689, best error:      1036.92664 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 110.4581527710s, input_fired_time: 1.4622234106, output_fired_time: 1.3156487942, propagate_forward_time: 41.3150444031, propagate_backward_time: 63.0342521667, weight_update_time: 0.1549276114, other_time: 3.3309822083
epoch time: 9.2081069946s, input_fired_time: 0.1830363125, output_fired_time: 0.0000000000, propagate_forward_time: 8.4153003693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6097707748
validation[          , genome  6897] predictions:    9189/  10000 (91.89%), best:    9705/10000 (97.05%), error:      2389.54028, best error:      1036.92664 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 110.4845428467s, input_fired_time: 1.4764004946, output_fired_time: 1.3337093592, propagate_forward_time: 41.2063102722, propagate_backward_time: 63.2291450500, weight_update_time: 0.1583703309, other_time: 3.2389793396
epoch time: 8.9446763992s, input_fired_time: 0.1794513166, output_fired_time: 0.0000000000, propagate_forward_time: 8.1964931488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5687322617
validation[          , genome  6897] predictions:    9680/  10000 (96.80%), best:    9705/10000 (97.05%), error:      1085.24915, best error:      1036.92664 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 110.0536499023s, input_fired_time: 1.4509804249, output_fired_time: 1.3246506453, propagate_forward_time: 41.0806541443, propagate_backward_time: 62.9750747681, weight_update_time: 0.1538456976, other_time: 3.2222824097
epoch time: 8.7880783081s, input_fired_time: 0.1771893054, output_fired_time: 0.0000000000, propagate_forward_time: 8.0669536591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5439357758
validation[          , genome  6897] predictions:    9562/  10000 (95.62%), best:    9705/10000 (97.05%), error:      1479.09106, best error:      1036.92664 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 110.0111770630s, input_fired_time: 1.4454534054, output_fired_time: 1.3128787279, propagate_forward_time: 41.0372123718, propagate_backward_time: 62.9469795227, weight_update_time: 0.1494394839, other_time: 3.2686576843
epoch time: 8.8854999542s, input_fired_time: 0.1765787899, output_fired_time: 0.0000000000, propagate_forward_time: 8.1645946503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5443267822
validation[          , genome  6897] predictions:    9692/  10000 (96.92%), best:    9692/10000 (96.92%), error:      1033.51648, best error:      1033.51648 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 108.1202316284s, input_fired_time: 1.3925701380, output_fired_time: 1.2866588831, propagate_forward_time: 40.4240264893, propagate_backward_time: 61.9710617065, weight_update_time: 0.1459086984, other_time: 3.0459136963
epoch time: 8.5536937714s, input_fired_time: 0.1720072776, output_fired_time: 0.0000000000, propagate_forward_time: 7.8540239334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5276622772
validation[          , genome  6897] predictions:    9681/  10000 (96.81%), best:    9692/10000 (96.92%), error:      1037.39734, best error:      1033.51648 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 109.1214370728s, input_fired_time: 1.4207117558, output_fired_time: 1.3107701540, propagate_forward_time: 40.7957572937, propagate_backward_time: 62.4753913879, weight_update_time: 0.1476148814, other_time: 3.1188011169
epoch time: 8.9789876938s, input_fired_time: 0.1821089089, output_fired_time: 0.0000000000, propagate_forward_time: 8.2382802963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5585985184
validation[          , genome  6897] predictions:    9582/  10000 (95.82%), best:    9692/10000 (96.92%), error:      1348.77490, best error:      1033.51648 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 109.9784927368s, input_fired_time: 1.4346542358, output_fired_time: 1.3208866119, propagate_forward_time: 40.8788490295, propagate_backward_time: 63.0782279968, weight_update_time: 0.1480173469, other_time: 3.2658729553
epoch time: 8.9568319321s, input_fired_time: 0.1801851690, output_fired_time: 0.0000000000, propagate_forward_time: 8.2083740234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5682725906
validation[          , genome  6897] predictions:    9700/  10000 (97.00%), best:    9692/10000 (96.92%), error:      1097.61926, best error:      1033.51648 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 109.8007354736s, input_fired_time: 1.4357144833, output_fired_time: 1.3082978725, propagate_forward_time: 40.9768943787, propagate_backward_time: 62.9165153503, weight_update_time: 0.1478045434, other_time: 3.1633186340
epoch time: 8.7887125015s, input_fired_time: 0.1760102212, output_fired_time: 0.0000000000, propagate_forward_time: 8.0621643066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5505380630
validation[          , genome  6897] predictions:    9688/  10000 (96.88%), best:    9692/10000 (96.92%), error:      1034.98352, best error:      1033.51648 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 108.6715545654s, input_fired_time: 1.4033198357, output_fired_time: 1.2937932014, propagate_forward_time: 40.5975303650, propagate_backward_time: 62.3393020630, weight_update_time: 0.1455898136, other_time: 3.0376052856
epoch time: 8.8686552048s, input_fired_time: 0.1767211258, output_fired_time: 0.0000000000, propagate_forward_time: 8.1449089050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5470247269
validation[          , genome  6897] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       929.08575, best error:       929.08575 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 110.1223983765s, input_fired_time: 1.4379879236, output_fired_time: 1.3182592392, propagate_forward_time: 41.0368690491, propagate_backward_time: 63.1452445984, weight_update_time: 0.1479174197, other_time: 3.1840400696
epoch time: 8.9422359467s, input_fired_time: 0.1786935180, output_fired_time: 0.0000000000, propagate_forward_time: 8.2093458176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5541963577
validation[          , genome  6897] predictions:    9695/  10000 (96.95%), best:    9741/10000 (97.41%), error:      1065.11633, best error:       929.08575 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 109.2665023804s, input_fired_time: 1.4208651781, output_fired_time: 1.3085354567, propagate_forward_time: 40.7727241516, propagate_backward_time: 62.6438903809, weight_update_time: 0.1463984102, other_time: 3.1204833984
epoch time: 8.8664436340s, input_fired_time: 0.1765488088, output_fired_time: 0.0000000000, propagate_forward_time: 8.1463308334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5435638428
validation[          , genome  6897] predictions:    9678/  10000 (96.78%), best:    9741/10000 (97.41%), error:      1094.46692, best error:       929.08575 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 111.1569747925s, input_fired_time: 1.4500738382, output_fired_time: 1.3320786953, propagate_forward_time: 41.4529685974, propagate_backward_time: 63.6730422974, weight_update_time: 0.1512942016, other_time: 3.2488174438
epoch time: 8.8684272766s, input_fired_time: 0.1785952896, output_fired_time: 0.0000000000, propagate_forward_time: 8.1332349777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5565967560
validation[          , genome  6897] predictions:    9676/  10000 (96.76%), best:    9741/10000 (97.41%), error:      1096.49854, best error:       929.08575 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 109.4373168945s, input_fired_time: 1.4169363976, output_fired_time: 1.3208246231, propagate_forward_time: 40.7476196289, propagate_backward_time: 62.8713836670, weight_update_time: 0.1466044337, other_time: 3.0805511475
epoch time: 9.1480541229s, input_fired_time: 0.1786221117, output_fired_time: 0.0000000000, propagate_forward_time: 8.3762407303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5931911469
validation[          , genome  6897] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       919.51447, best error:       919.51447 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 110.5695648193s, input_fired_time: 1.4457548857, output_fired_time: 1.3129986525, propagate_forward_time: 41.1762886047, propagate_backward_time: 63.4506072998, weight_update_time: 0.1488148123, other_time: 3.1839141846
epoch time: 8.8383283615s, input_fired_time: 0.1777717769, output_fired_time: 0.0000000000, propagate_forward_time: 8.1187419891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5418148041
validation[          , genome  6897] predictions:    9695/  10000 (96.95%), best:    9730/10000 (97.30%), error:      1008.43768, best error:       919.51447 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 109.5405883789s, input_fired_time: 1.4360884428, output_fired_time: 1.3020569086, propagate_forward_time: 40.6799812317, propagate_backward_time: 62.9937438965, weight_update_time: 0.1473643333, other_time: 3.1287231445
epoch time: 9.3267793655s, input_fired_time: 0.1828289032, output_fired_time: 0.0000000000, propagate_forward_time: 8.5736532211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5702972412
validation[          , genome  6897] predictions:    9727/  10000 (97.27%), best:    9730/10000 (97.30%), error:       952.74884, best error:       919.51447 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 109.5510101318s, input_fired_time: 1.4095330238, output_fired_time: 1.3042910099, propagate_forward_time: 40.7951393127, propagate_backward_time: 62.9942970276, weight_update_time: 0.1467115134, other_time: 3.0477561951
epoch time: 9.1698923111s, input_fired_time: 0.1867144704, output_fired_time: 0.0000000000, propagate_forward_time: 8.3737087250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6094694138
validation[          , genome  6897] predictions:    9686/  10000 (96.86%), best:    9730/10000 (97.30%), error:      1044.09143, best error:       919.51447 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 110.9489669800s, input_fired_time: 1.4285334349, output_fired_time: 1.3335173130, propagate_forward_time: 41.1401557922, propagate_backward_time: 63.8684043884, weight_update_time: 0.1469177008, other_time: 3.1783485413
epoch time: 8.9102668762s, input_fired_time: 0.1767944098, output_fired_time: 0.0000000000, propagate_forward_time: 8.1881856918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5452871323
validation[          , genome  6897] predictions:    9677/  10000 (96.77%), best:    9730/10000 (97.30%), error:      1099.65918, best error:       919.51447 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 109.4899520874s, input_fired_time: 1.4150407314, output_fired_time: 1.3003677130, propagate_forward_time: 40.7552490234, propagate_backward_time: 62.9366836548, weight_update_time: 0.1463304311, other_time: 3.0826110840
epoch time: 8.8438186646s, input_fired_time: 0.1773004085, output_fired_time: 0.0000000000, propagate_forward_time: 8.1260662079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5404520035
validation[          , genome  6897] predictions:    9692/  10000 (96.92%), best:    9730/10000 (97.30%), error:       990.45276, best error:       919.51447 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 110.1025924683s, input_fired_time: 1.4320536852, output_fired_time: 1.3069907427, propagate_forward_time: 40.8684272766, propagate_backward_time: 63.3213615417, weight_update_time: 0.1473547220, other_time: 3.1737556458
epoch time: 9.0578098297s, input_fired_time: 0.1979406178, output_fired_time: 0.0000000000, propagate_forward_time: 8.2784366608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5814323425
validation[          , genome  6897] predictions:    9707/  10000 (97.07%), best:    9730/10000 (97.30%), error:       977.65277, best error:       919.51447 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 111.2281646729s, input_fired_time: 1.4525038004, output_fired_time: 1.3247922659, propagate_forward_time: 41.2078247070, propagate_backward_time: 63.9445266724, weight_update_time: 0.1515445262, other_time: 3.2985153198
epoch time: 8.8835039139s, input_fired_time: 0.1779854596, output_fired_time: 0.0000000000, propagate_forward_time: 8.1519346237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5535840988
validation[          , genome  6897] predictions:    9677/  10000 (96.77%), best:    9730/10000 (97.30%), error:      1047.58643, best error:       919.51447 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 109.3898468018s, input_fired_time: 1.4161973000, output_fired_time: 1.3049467802, propagate_forward_time: 40.5965728760, propagate_backward_time: 62.9912414551, weight_update_time: 0.1466067433, other_time: 3.0808868408
epoch time: 8.8924093246s, input_fired_time: 0.1749586463, output_fired_time: 0.0000000000, propagate_forward_time: 8.1702232361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5472278595
validation[          , genome  6897] predictions:    9728/  10000 (97.28%), best:    9730/10000 (97.30%), error:       921.49609, best error:       919.51447 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 110.8798599243s, input_fired_time: 1.4255046844, output_fired_time: 1.3348124027, propagate_forward_time: 41.1030769348, propagate_backward_time: 63.8197746277, weight_update_time: 0.1511297673, other_time: 3.1966896057
epoch time: 8.8604822159s, input_fired_time: 0.1779697984, output_fired_time: 0.0000000000, propagate_forward_time: 8.1392850876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5432271957
validation[          , genome  6897] predictions:    9670/  10000 (96.70%), best:    9730/10000 (97.30%), error:      1098.60303, best error:       919.51447 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 110.5251617432s, input_fired_time: 1.4432286024, output_fired_time: 1.3244978189, propagate_forward_time: 40.9291076660, propagate_backward_time: 63.6533889771, weight_update_time: 0.1483462006, other_time: 3.1749343872
epoch time: 8.8226222992s, input_fired_time: 0.1772612035, output_fired_time: 0.0000000000, propagate_forward_time: 8.1013593674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5440015793
validation[          , genome  6897] predictions:    9732/  10000 (97.32%), best:    9730/10000 (97.30%), error:       936.02319, best error:       919.51447 on epoch:    30, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 111.5396652222s, input_fired_time: 1.4886668921, output_fired_time: 1.3158007860, propagate_forward_time: 41.2768554688, propagate_backward_time: 64.1507186890, weight_update_time: 0.1509246975, other_time: 3.3076171875
epoch time: 8.8463840485s, input_fired_time: 0.1763076037, output_fired_time: 0.0000000000, propagate_forward_time: 8.1253747940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5447015762
validation[          , genome  6897] predictions:    9709/  10000 (97.09%), best:    9730/10000 (97.30%), error:       974.04987, best error:       919.51447 on epoch:    30, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 109.4601364136s, input_fired_time: 1.4078636169, output_fired_time: 1.3047279119, propagate_forward_time: 40.6045455933, propagate_backward_time: 63.0786705017, weight_update_time: 0.1458747089, other_time: 3.0643348694
epoch time: 8.9264860153s, input_fired_time: 0.1783008873, output_fired_time: 0.0000000000, propagate_forward_time: 8.2018957138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5462894440
validation[          , genome  6897] predictions:    9698/  10000 (96.98%), best:    9730/10000 (97.30%), error:      1023.46558, best error:       919.51447 on epoch:    30, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 110.3731994629s, input_fired_time: 1.4173209667, output_fired_time: 1.3003274202, propagate_forward_time: 40.8204689026, propagate_backward_time: 63.7461662292, weight_update_time: 0.1462555528, other_time: 3.0889167786
epoch time: 8.8891544342s, input_fired_time: 0.1896919757, output_fired_time: 0.0000000000, propagate_forward_time: 8.1422243118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5572385788
validation[          , genome  6897] predictions:    9709/  10000 (97.09%), best:    9730/10000 (97.30%), error:       936.86096, best error:       919.51447 on epoch:    30, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 110.7113037109s, input_fired_time: 1.4312816858, output_fired_time: 1.3198809624, propagate_forward_time: 40.9988059998, propagate_backward_time: 63.8374290466, weight_update_time: 0.1518976986, other_time: 3.1239051819
epoch time: 8.9056406021s, input_fired_time: 0.1819377840, output_fired_time: 0.0000000000, propagate_forward_time: 8.1608524323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5628499985
validation[          , genome  6897] predictions:    9729/  10000 (97.29%), best:    9730/10000 (97.30%), error:       941.83417, best error:       919.51447 on epoch:    30, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 110.4774932861s, input_fired_time: 1.4314113855, output_fired_time: 1.3285747766, propagate_forward_time: 40.9156913757, propagate_backward_time: 63.7055511475, weight_update_time: 0.1467262208, other_time: 3.0962677002
epoch time: 9.1833419800s, input_fired_time: 0.1931505650, output_fired_time: 0.0000000000, propagate_forward_time: 8.4110822678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5791091919
validation[          , genome  6897] predictions:    9670/  10000 (96.70%), best:    9730/10000 (97.30%), error:      1105.46228, best error:       919.51447 on epoch:    30, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 110.5758056641s, input_fired_time: 1.4389965534, output_fired_time: 1.3143128157, propagate_forward_time: 40.9661865234, propagate_backward_time: 63.6805801392, weight_update_time: 0.1526497155, other_time: 3.1757278442
epoch time: 8.8906917572s, input_fired_time: 0.1833866239, output_fired_time: 0.0000000000, propagate_forward_time: 8.1411380768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5661668777
validation[          , genome  6897] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       918.86609, best error:       918.86609 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 110.5046463013s, input_fired_time: 1.4312009811, output_fired_time: 1.3025565147, propagate_forward_time: 40.8209228516, propagate_backward_time: 63.7586364746, weight_update_time: 0.1486116648, other_time: 3.1913299561
epoch time: 8.9057121277s, input_fired_time: 0.1859389842, output_fired_time: 0.0000000000, propagate_forward_time: 8.1532039642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5665693283
validation[          , genome  6897] predictions:    9630/  10000 (96.30%), best:    9725/10000 (97.25%), error:      1207.25671, best error:       918.86609 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 111.0982055664s, input_fired_time: 1.4605289698, output_fired_time: 1.3065781593, propagate_forward_time: 41.0994873047, propagate_backward_time: 64.0069427490, weight_update_time: 0.1498553306, other_time: 3.2246704102
epoch time: 8.8591337204s, input_fired_time: 0.1800223440, output_fired_time: 0.0000000000, propagate_forward_time: 8.1341304779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5449810028
validation[          , genome  6897] predictions:    9706/  10000 (97.06%), best:    9725/10000 (97.25%), error:       960.93872, best error:       918.86609 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 109.7093429565s, input_fired_time: 1.4069352150, output_fired_time: 1.2879525423, propagate_forward_time: 40.6189460754, propagate_backward_time: 63.3392791748, weight_update_time: 0.1472416371, other_time: 3.0562286377
epoch time: 8.8529386520s, input_fired_time: 0.1789470017, output_fired_time: 0.0000000000, propagate_forward_time: 8.1290950775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5448961258
validation[          , genome  6897] predictions:    9731/  10000 (97.31%), best:    9725/10000 (97.25%), error:       931.04791, best error:       918.86609 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 109.9388885498s, input_fired_time: 1.4124416113, output_fired_time: 1.3000953197, propagate_forward_time: 40.6366996765, propagate_backward_time: 63.5122871399, weight_update_time: 0.1464890242, other_time: 3.0773582458
epoch time: 8.8841829300s, input_fired_time: 0.1786336750, output_fired_time: 0.0000000000, propagate_forward_time: 8.1636047363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5419445038
validation[          , genome  6897] predictions:    9285/  10000 (92.85%), best:    9725/10000 (97.25%), error:      2170.55811, best error:       918.86609 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 111.5281906128s, input_fired_time: 1.4429973364, output_fired_time: 1.3156423569, propagate_forward_time: 41.2157440186, propagate_backward_time: 64.3738250732, weight_update_time: 0.1544794589, other_time: 3.1799774170
epoch time: 8.8421449661s, input_fired_time: 0.1784539223, output_fired_time: 0.0000000000, propagate_forward_time: 8.1221380234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5415525436
validation[          , genome  6897] predictions:    9713/  10000 (97.13%), best:    9725/10000 (97.25%), error:      1005.43170, best error:       918.86609 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 112.1719970703s, input_fired_time: 1.4614468813, output_fired_time: 1.3317821026, propagate_forward_time: 41.4153633118, propagate_backward_time: 64.6964645386, weight_update_time: 0.1539326161, other_time: 3.2669448853
epoch time: 8.9605236053s, input_fired_time: 0.1830430329, output_fired_time: 0.0000000000, propagate_forward_time: 8.2007808685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5766992569
validation[          , genome  6897] predictions:    9743/  10000 (97.43%), best:    9743/10000 (97.43%), error:       897.75848, best error:       897.75848 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 111.9078063965s, input_fired_time: 1.4535876513, output_fired_time: 1.3283454180, propagate_forward_time: 41.3200225830, propagate_backward_time: 64.5701370239, weight_update_time: 0.1492185742, other_time: 3.2357101440
epoch time: 8.7996568680s, input_fired_time: 0.1778028607, output_fired_time: 0.0000000000, propagate_forward_time: 8.0802154541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5416383743
validation[          , genome  6897] predictions:    9719/  10000 (97.19%), best:    9743/10000 (97.43%), error:       981.05396, best error:       897.75848 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 111.8490676880s, input_fired_time: 1.4494037628, output_fired_time: 1.3200365305, propagate_forward_time: 41.3640327454, propagate_backward_time: 64.4707565308, weight_update_time: 0.1528531909, other_time: 3.2448348999
epoch time: 8.9939947128s, input_fired_time: 0.1837880313, output_fired_time: 0.0000000000, propagate_forward_time: 8.2345590591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5756473541
validation[          , genome  6897] predictions:    9730/  10000 (97.30%), best:    9743/10000 (97.43%), error:       928.47632, best error:       897.75848 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 110.9633255005s, input_fired_time: 1.4310743809, output_fired_time: 1.3075203896, propagate_forward_time: 41.0885200500, propagate_backward_time: 63.9968833923, weight_update_time: 0.1552379131, other_time: 3.1393318176
epoch time: 8.8548345566s, input_fired_time: 0.1781485230, output_fired_time: 0.0000000000, propagate_forward_time: 8.1276845932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5490016937
validation[          , genome  6897] predictions:    9735/  10000 (97.35%), best:    9743/10000 (97.43%), error:       899.24634, best error:       897.75848 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 111.4034576416s, input_fired_time: 1.4586569071, output_fired_time: 1.3172947168, propagate_forward_time: 41.1858024597, propagate_backward_time: 64.2182693481, weight_update_time: 0.1577643454, other_time: 3.2234420776
epoch time: 8.9660472870s, input_fired_time: 0.1833506227, output_fired_time: 0.0000000000, propagate_forward_time: 8.2002887726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5824079514
validation[          , genome  6897] predictions:    9666/  10000 (96.66%), best:    9743/10000 (97.43%), error:      1120.30383, best error:       897.75848 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 111.3464355469s, input_fired_time: 1.4483236074, output_fired_time: 1.3245999813, propagate_forward_time: 41.2112960815, propagate_backward_time: 64.1847229004, weight_update_time: 0.1549161375, other_time: 3.1774902344
epoch time: 8.8267440796s, input_fired_time: 0.1771433949, output_fired_time: 0.0000000000, propagate_forward_time: 8.1014337540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5481672287
validation[          , genome  6897] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       870.22992, best error:       870.22992 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 110.6036071777s, input_fired_time: 1.4457852840, output_fired_time: 1.3087822199, propagate_forward_time: 40.7765350342, propagate_backward_time: 63.9044342041, weight_update_time: 0.1471287012, other_time: 3.1680679321
epoch time: 8.9520187378s, input_fired_time: 0.1816519350, output_fired_time: 0.0000000000, propagate_forward_time: 8.1990232468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5713434219
validation[          , genome  6897] predictions:    9718/  10000 (97.18%), best:    9750/10000 (97.50%), error:       939.81726, best error:       870.22992 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 111.6339721680s, input_fired_time: 1.4604576826, output_fired_time: 1.3304831982, propagate_forward_time: 41.0793762207, propagate_backward_time: 64.4800643921, weight_update_time: 0.1491338164, other_time: 3.2835922241
epoch time: 8.9092168808s, input_fired_time: 0.1796082109, output_fired_time: 0.0000000000, propagate_forward_time: 8.1740961075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5555124283
validation[          , genome  6897] predictions:    9716/  10000 (97.16%), best:    9750/10000 (97.50%), error:       978.88342, best error:       870.22992 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 110.8607788086s, input_fired_time: 1.4443219900, output_fired_time: 1.3161407709, propagate_forward_time: 40.9536819458, propagate_backward_time: 64.0227050781, weight_update_time: 0.1482595205, other_time: 3.1239318848
epoch time: 9.0305156708s, input_fired_time: 0.1872610599, output_fired_time: 0.0000000000, propagate_forward_time: 8.2741498947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5691051483
validation[          , genome  6897] predictions:    9714/  10000 (97.14%), best:    9750/10000 (97.50%), error:       936.72717, best error:       870.22992 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 110.5798721313s, input_fired_time: 1.4343100786, output_fired_time: 1.3058450222, propagate_forward_time: 40.8061981201, propagate_backward_time: 63.8883934021, weight_update_time: 0.1475753933, other_time: 3.1451225281
epoch time: 8.8374032974s, input_fired_time: 0.1801554561, output_fired_time: 0.0000000000, propagate_forward_time: 8.0985660553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5586814880
validation[          , genome  6897] predictions:    9728/  10000 (97.28%), best:    9750/10000 (97.50%), error:       966.16296, best error:       870.22992 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 110.1677322388s, input_fired_time: 1.4239575863, output_fired_time: 1.3010045290, propagate_forward_time: 40.6997299194, propagate_backward_time: 63.6600265503, weight_update_time: 0.1525807530, other_time: 3.0830154419
epoch time: 8.8998069763s, input_fired_time: 0.1830044091, output_fired_time: 0.0000000000, propagate_forward_time: 8.1535224915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5632801056
validation[          , genome  6897] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       853.73419, best error:       853.73419 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 110.2079086304s, input_fired_time: 1.4170269966, output_fired_time: 1.2906821966, propagate_forward_time: 40.6343955994, propagate_backward_time: 63.7719306946, weight_update_time: 0.1508208364, other_time: 3.0938682556
epoch time: 8.8555288315s, input_fired_time: 0.1795416027, output_fired_time: 0.0000000000, propagate_forward_time: 8.1355981827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5403890610
validation[          , genome  6897] predictions:    9685/  10000 (96.85%), best:    9752/10000 (97.52%), error:      1048.52783, best error:       853.73419 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 110.2651443481s, input_fired_time: 1.4442256689, output_fired_time: 1.3051000834, propagate_forward_time: 40.6673622131, propagate_backward_time: 63.7697715759, weight_update_time: 0.1515907496, other_time: 3.0786781311
epoch time: 8.9177198410s, input_fired_time: 0.1807153970, output_fired_time: 0.0000000000, propagate_forward_time: 8.1941213608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5428829193
validation[          , genome  6897] predictions:    9732/  10000 (97.32%), best:    9752/10000 (97.52%), error:       915.22162, best error:       853.73419 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 110.7976608276s, input_fired_time: 1.4527812004, output_fired_time: 1.3146144152, propagate_forward_time: 40.7757339478, propagate_backward_time: 64.0483627319, weight_update_time: 0.1519311517, other_time: 3.2061691284
epoch time: 8.8257551193s, input_fired_time: 0.1799490005, output_fired_time: 0.0000000000, propagate_forward_time: 8.1045913696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5412149429
validation[          , genome  6897] predictions:    9719/  10000 (97.19%), best:    9752/10000 (97.52%), error:       960.56769, best error:       853.73419 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 111.0606155396s, input_fired_time: 1.4501874447, output_fired_time: 1.3118696213, propagate_forward_time: 40.8817596436, propagate_backward_time: 64.1872711182, weight_update_time: 0.1491582841, other_time: 3.2295303345
epoch time: 9.0298213959s, input_fired_time: 0.1776258796, output_fired_time: 0.0000000000, propagate_forward_time: 8.2832841873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5689115524
validation[          , genome  6897] predictions:    9620/  10000 (96.20%), best:    9752/10000 (97.52%), error:      1324.64050, best error:       853.73419 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 111.7906494141s, input_fired_time: 1.4850796461, output_fired_time: 1.3175882101, propagate_forward_time: 41.0965309143, propagate_backward_time: 64.6071243286, weight_update_time: 0.1510084271, other_time: 3.2843246460
epoch time: 9.2035245895s, input_fired_time: 0.1891597807, output_fired_time: 0.0000000000, propagate_forward_time: 8.4450149536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5693502426
validation[          , genome  6897] predictions:    9705/  10000 (97.05%), best:    9752/10000 (97.52%), error:      1007.56500, best error:       853.73419 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 111.4476776123s, input_fired_time: 1.4529242516, output_fired_time: 1.3126628399, propagate_forward_time: 40.9760360718, propagate_backward_time: 64.4870910645, weight_update_time: 0.1488464922, other_time: 3.2189636230
epoch time: 9.3443412781s, input_fired_time: 0.1849637032, output_fired_time: 0.0000000000, propagate_forward_time: 8.5750379562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5843400955
validation[          , genome  6897] predictions:    9743/  10000 (97.43%), best:    9752/10000 (97.52%), error:       869.78442, best error:       853.73419 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 110.6752777100s, input_fired_time: 1.4413487911, output_fired_time: 1.3109281063, propagate_forward_time: 40.8193817139, propagate_backward_time: 63.9846839905, weight_update_time: 0.1589967310, other_time: 3.1189384460
epoch time: 8.9296817780s, input_fired_time: 0.1894008815, output_fired_time: 0.0000000000, propagate_forward_time: 8.1628055573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5774755478
validation[          , genome  6897] predictions:    9630/  10000 (96.30%), best:    9752/10000 (97.52%), error:      1233.94031, best error:       853.73419 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 111.8233337402s, input_fired_time: 1.4614126682, output_fired_time: 1.3254791498, propagate_forward_time: 41.1269340515, propagate_backward_time: 64.7162017822, weight_update_time: 0.1565811932, other_time: 3.1933135986
epoch time: 8.9648532867s, input_fired_time: 0.1874612868, output_fired_time: 0.0000000000, propagate_forward_time: 8.2039260864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5734663010
validation[          , genome  6897] predictions:    9748/  10000 (97.48%), best:    9752/10000 (97.52%), error:       870.09467, best error:       853.73419 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 110.7954330444s, input_fired_time: 1.4607807398, output_fired_time: 1.3002543449, propagate_forward_time: 40.7938995361, propagate_backward_time: 64.0447463989, weight_update_time: 0.1488047093, other_time: 3.1957550049
epoch time: 8.8477287292s, input_fired_time: 0.1859476119, output_fired_time: 0.0000000000, propagate_forward_time: 8.1177186966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5440626144
validation[          , genome  6897] predictions:    9705/  10000 (97.05%), best:    9752/10000 (97.52%), error:       936.32043, best error:       853.73419 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 110.8015060425s, input_fired_time: 1.4472602606, output_fired_time: 1.3144257069, propagate_forward_time: 40.8459548950, propagate_backward_time: 64.0722503662, weight_update_time: 0.1478007138, other_time: 3.1216201782
epoch time: 9.2140350342s, input_fired_time: 0.1977182776, output_fired_time: 0.0000000000, propagate_forward_time: 8.4189224243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5973939896
validation[          , genome  6897] predictions:    9729/  10000 (97.29%), best:    9752/10000 (97.52%), error:       907.05096, best error:       853.73419 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 111.1265792847s, input_fired_time: 1.4506695271, output_fired_time: 1.3178842068, propagate_forward_time: 40.9344406128, propagate_backward_time: 64.2916412354, weight_update_time: 0.1551442891, other_time: 3.1319427490
epoch time: 9.1139707565s, input_fired_time: 0.1866039187, output_fired_time: 0.0000000000, propagate_forward_time: 8.3441228867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5832443237
validation[          , genome  6897] predictions:    9731/  10000 (97.31%), best:    9752/10000 (97.52%), error:       913.96393, best error:       853.73419 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 112.5718688965s, input_fired_time: 1.4611427784, output_fired_time: 1.3201111555, propagate_forward_time: 41.3411788940, propagate_backward_time: 65.1502380371, weight_update_time: 0.1599210054, other_time: 3.2991943359
epoch time: 8.8810052872s, input_fired_time: 0.1801976562, output_fired_time: 0.0000000000, propagate_forward_time: 8.1526556015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5481519699
validation[          , genome  6897] predictions:    9724/  10000 (97.24%), best:    9752/10000 (97.52%), error:       929.26178, best error:       853.73419 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 111.4982604980s, input_fired_time: 1.4527816772, output_fired_time: 1.3204078674, propagate_forward_time: 41.1068878174, propagate_backward_time: 64.4729919434, weight_update_time: 0.1484153420, other_time: 3.1451873779
epoch time: 8.8694486618s, input_fired_time: 0.1794254780, output_fired_time: 0.0000000000, propagate_forward_time: 8.1476106644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5424127579
validation[          , genome  6897] predictions:    9715/  10000 (97.15%), best:    9752/10000 (97.52%), error:      1004.00165, best error:       853.73419 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 110.4698486328s, input_fired_time: 1.4444594383, output_fired_time: 1.2936878204, propagate_forward_time: 40.6952629089, propagate_backward_time: 63.9198989868, weight_update_time: 0.1476593018, other_time: 3.1165390015
epoch time: 8.7998161316s, input_fired_time: 0.1804642826, output_fired_time: 0.0000000000, propagate_forward_time: 8.0784435272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5409078598
validation[          , genome  6897] predictions:    9729/  10000 (97.29%), best:    9752/10000 (97.52%), error:       949.20074, best error:       853.73419 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 110.3522491455s, input_fired_time: 1.4377813339, output_fired_time: 1.3008383512, propagate_forward_time: 40.6481246948, propagate_backward_time: 63.8762969971, weight_update_time: 0.1477869600, other_time: 3.0892105103
epoch time: 8.8642168045s, input_fired_time: 0.1802516878, output_fired_time: 0.0000000000, propagate_forward_time: 8.1441793442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5397853851
validation[          , genome  6897] predictions:    9726/  10000 (97.26%), best:    9752/10000 (97.52%), error:       954.65344, best error:       853.73419 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 112.7185211182s, input_fired_time: 1.4870048761, output_fired_time: 1.3384606838, propagate_forward_time: 41.3400382996, propagate_backward_time: 65.2596588135, weight_update_time: 0.1503788680, other_time: 3.2933502197
epoch time: 8.8267393112s, input_fired_time: 0.1790171564, output_fired_time: 0.0000000000, propagate_forward_time: 8.0858278275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5618944168
validation[          , genome  6897] predictions:    9738/  10000 (97.38%), best:    9752/10000 (97.52%), error:       885.84479, best error:       853.73419 on epoch:    62, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 111.0428314209s, input_fired_time: 1.4524158239, output_fired_time: 1.3208292723, propagate_forward_time: 40.8516120911, propagate_backward_time: 64.3297271729, weight_update_time: 0.1481534094, other_time: 3.0882415771
epoch time: 8.8489246368s, input_fired_time: 0.1812883019, output_fired_time: 0.0000000000, propagate_forward_time: 8.1252460480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5423898697
validation[          , genome  6897] predictions:    9719/  10000 (97.19%), best:    9752/10000 (97.52%), error:       938.97510, best error:       853.73419 on epoch:    62, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 112.3642196655s, input_fired_time: 1.4813343287, output_fired_time: 1.3220787048, propagate_forward_time: 41.4049682617, propagate_backward_time: 64.8890457153, weight_update_time: 0.1527265608, other_time: 3.2667922974
epoch time: 8.8602266312s, input_fired_time: 0.1806867868, output_fired_time: 0.0000000000, propagate_forward_time: 8.1360988617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5434408188
validation[          , genome  6897] predictions:    9758/  10000 (97.58%), best:    9752/10000 (97.52%), error:       863.83386, best error:       853.73419 on epoch:    62, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 111.5712127686s, input_fired_time: 1.4717761278, output_fired_time: 1.3054038286, propagate_forward_time: 41.1059417725, propagate_backward_time: 64.5023574829, weight_update_time: 0.1505856365, other_time: 3.1857299805
epoch time: 8.9939422607s, input_fired_time: 0.1805897951, output_fired_time: 0.0000000000, propagate_forward_time: 8.2611780167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5521745682
validation[          , genome  6897] predictions:    9739/  10000 (97.39%), best:    9752/10000 (97.52%), error:       910.31708, best error:       853.73419 on epoch:    62, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 111.5962066650s, input_fired_time: 1.4696074724, output_fired_time: 1.3079164028, propagate_forward_time: 41.0184898376, propagate_backward_time: 64.5080337524, weight_update_time: 0.1510223299, other_time: 3.2921676636
epoch time: 8.8247156143s, input_fired_time: 0.1836680621, output_fired_time: 0.0000000000, propagate_forward_time: 8.0797319412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5613155365
validation[          , genome  6897] predictions:    9735/  10000 (97.35%), best:    9752/10000 (97.52%), error:       932.99792, best error:       853.73419 on epoch:    62, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 112.0902557373s, input_fired_time: 1.4553185701, output_fired_time: 1.3075811863, propagate_forward_time: 41.2710685730, propagate_backward_time: 64.7784805298, weight_update_time: 0.1557398736, other_time: 3.2778091431
epoch time: 8.9675683975s, input_fired_time: 0.1818991154, output_fired_time: 0.0000000000, propagate_forward_time: 8.2237606049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5619087219
validation[          , genome  6897] predictions:    9704/  10000 (97.04%), best:    9752/10000 (97.52%), error:      1003.55786, best error:       853.73419 on epoch:    62, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 111.3613433838s, input_fired_time: 1.4540629387, output_fired_time: 1.3012939692, propagate_forward_time: 40.9694404602, propagate_backward_time: 64.4970703125, weight_update_time: 0.1532887667, other_time: 3.1394805908
epoch time: 8.9483098984s, input_fired_time: 0.1887298226, output_fired_time: 0.0000000000, propagate_forward_time: 8.1882276535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5713520050
validation[          , genome  6897] predictions:    9711/  10000 (97.11%), best:    9752/10000 (97.52%), error:       961.32483, best error:       853.73419 on epoch:    62, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 110.5578765869s, input_fired_time: 1.4328830242, output_fired_time: 1.2964015007, propagate_forward_time: 40.7012710571, propagate_backward_time: 64.0294876099, weight_update_time: 0.1487025470, other_time: 3.0978317261
epoch time: 8.9712133408s, input_fired_time: 0.1865135282, output_fired_time: 0.0000000000, propagate_forward_time: 8.2165040970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5681953430
validation[          , genome  6897] predictions:    9736/  10000 (97.36%), best:    9752/10000 (97.52%), error:       882.83563, best error:       853.73419 on epoch:    62, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 112.5029678345s, input_fired_time: 1.4797897339, output_fired_time: 1.3116707802, propagate_forward_time: 41.2229309082, propagate_backward_time: 65.2992095947, weight_update_time: 0.1543399245, other_time: 3.1893692017
epoch time: 8.8826866150s, input_fired_time: 0.1801334918, output_fired_time: 0.0000000000, propagate_forward_time: 8.1476278305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5549249649
validation[          , genome  6897] predictions:    9730/  10000 (97.30%), best:    9752/10000 (97.52%), error:       923.81293, best error:       853.73419 on epoch:    62, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 111.2355346680s, input_fired_time: 1.4467943907, output_fired_time: 1.3191720247, propagate_forward_time: 40.9066314697, propagate_backward_time: 64.3915252686, weight_update_time: 0.1506677568, other_time: 3.1714096069
epoch time: 8.9202051163s, input_fired_time: 0.1833775192, output_fired_time: 0.0000000000, propagate_forward_time: 8.1775083542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5593194962
validation[          , genome  6897] predictions:    9737/  10000 (97.37%), best:    9752/10000 (97.52%), error:       949.84070, best error:       853.73419 on epoch:    62, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 110.6810913086s, input_fired_time: 1.4247447252, output_fired_time: 1.3033902645, propagate_forward_time: 40.8018493652, propagate_backward_time: 64.0902328491, weight_update_time: 0.1526954174, other_time: 3.0608749390
epoch time: 8.8588953018s, input_fired_time: 0.1818467975, output_fired_time: 0.0000000000, propagate_forward_time: 8.1323919296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5446567535
validation[          , genome  6897] predictions:    9737/  10000 (97.37%), best:    9752/10000 (97.52%), error:       886.10199, best error:       853.73419 on epoch:    62, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 112.0139007568s, input_fired_time: 1.4679118395, output_fired_time: 1.3017460108, propagate_forward_time: 41.2015533447, propagate_backward_time: 64.8332214355, weight_update_time: 0.1551709622, other_time: 3.2094726563
epoch time: 8.8144264221s, input_fired_time: 0.1815437078, output_fired_time: 0.0000000000, propagate_forward_time: 8.0945224762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5383605957
validation[          , genome  6897] predictions:    9754/  10000 (97.54%), best:    9752/10000 (97.52%), error:       916.52002, best error:       853.73419 on epoch:    62, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 112.2740936279s, input_fired_time: 1.4771878719, output_fired_time: 1.3130052090, propagate_forward_time: 41.1923332214, propagate_backward_time: 64.9955825806, weight_update_time: 0.1560368091, other_time: 3.2959823608
epoch time: 8.9098453522s, input_fired_time: 0.1831991673, output_fired_time: 0.0000000000, propagate_forward_time: 8.1771087646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5495376587
validation[          , genome  6897] predictions:    9719/  10000 (97.19%), best:    9752/10000 (97.52%), error:       930.47729, best error:       853.73419 on epoch:    62, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 111.2834472656s, input_fired_time: 1.4566526413, output_fired_time: 1.2967298031, propagate_forward_time: 40.8800239563, propagate_backward_time: 64.4384918213, weight_update_time: 0.1502197236, other_time: 3.2115478516
epoch time: 8.9194173813s, input_fired_time: 0.1834410578, output_fired_time: 0.0000000000, propagate_forward_time: 8.1789112091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5570650101
validation[          , genome  6897] predictions:    9705/  10000 (97.05%), best:    9752/10000 (97.52%), error:       990.51660, best error:       853.73419 on epoch:    62, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 111.5335693359s, input_fired_time: 1.4625706673, output_fired_time: 1.3161207438, propagate_forward_time: 41.0383033752, propagate_backward_time: 64.5551910400, weight_update_time: 0.1507295221, other_time: 3.1613769531
epoch time: 8.9886789322s, input_fired_time: 0.1866049170, output_fired_time: 0.0000000000, propagate_forward_time: 8.2277069092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5743675232
validation[          , genome  6897] predictions:    9711/  10000 (97.11%), best:    9752/10000 (97.52%), error:       973.57361, best error:       853.73419 on epoch:    62, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 112.8521728516s, input_fired_time: 1.4940683842, output_fired_time: 1.3328130245, propagate_forward_time: 41.6132545471, propagate_backward_time: 65.1446380615, weight_update_time: 0.1627567858, other_time: 3.2673950195
epoch time: 8.9911623001s, input_fired_time: 0.1897709221, output_fired_time: 0.0000000000, propagate_forward_time: 8.2347459793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5666456223
validation[          , genome  6897] predictions:    9691/  10000 (96.91%), best:    9752/10000 (97.52%), error:      1076.39246, best error:       853.73419 on epoch:    62, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 111.5925369263s, input_fired_time: 1.4712970257, output_fired_time: 1.3249189854, propagate_forward_time: 41.0192794800, propagate_backward_time: 64.5589294434, weight_update_time: 0.1526738703, other_time: 3.2181091309
epoch time: 8.9674539566s, input_fired_time: 0.1844889671, output_fired_time: 0.0000000000, propagate_forward_time: 8.2162094116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5667552948
validation[          , genome  6897] predictions:    9744/  10000 (97.44%), best:    9752/10000 (97.52%), error:       906.25745, best error:       853.73419 on epoch:    62, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 112.5426864624s, input_fired_time: 1.4889218807, output_fired_time: 1.3363041878, propagate_forward_time: 41.2879714966, propagate_backward_time: 65.1765441895, weight_update_time: 0.1535329819, other_time: 3.2529449463
epoch time: 9.3300237656s, input_fired_time: 0.2006303817, output_fired_time: 0.0000000000, propagate_forward_time: 8.5432376862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5861558914
validation[          , genome  6897] predictions:    9726/  10000 (97.26%), best:    9752/10000 (97.52%), error:       937.47119, best error:       853.73419 on epoch:    62, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 112.2269515991s, input_fired_time: 1.4753435850, output_fired_time: 1.3150564432, propagate_forward_time: 41.2294998169, propagate_backward_time: 64.9167251587, weight_update_time: 0.1572940052, other_time: 3.2903289795
epoch time: 8.9642295837s, input_fired_time: 0.1856468320, output_fired_time: 0.0000000000, propagate_forward_time: 8.2040805817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5745019913
validation[          , genome  6897] predictions:    9719/  10000 (97.19%), best:    9752/10000 (97.52%), error:       967.89709, best error:       853.73419 on epoch:    62, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 110.6337890625s, input_fired_time: 1.4437830448, output_fired_time: 1.3100942373, propagate_forward_time: 40.7267684937, propagate_backward_time: 64.0753860474, weight_update_time: 0.1510456949, other_time: 3.0777511597
epoch time: 8.9732208252s, input_fired_time: 0.1842197031, output_fired_time: 0.0000000000, propagate_forward_time: 8.2159910202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5730104446
validation[          , genome  6897] predictions:    9723/  10000 (97.23%), best:    9752/10000 (97.52%), error:       939.97223, best error:       853.73419 on epoch:    62, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 112.5486755371s, input_fired_time: 1.4882451296, output_fired_time: 1.3307259083, propagate_forward_time: 41.3042373657, propagate_backward_time: 65.1638717651, weight_update_time: 0.1532662064, other_time: 3.2615966797
epoch time: 8.8391494751s, input_fired_time: 0.1800502688, output_fired_time: 0.0000000000, propagate_forward_time: 8.1166410446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5424585342
validation[          , genome  6897] predictions:    9727/  10000 (97.27%), best:    9752/10000 (97.52%), error:       936.62939, best error:       853.73419 on epoch:    62, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 111.5252227783s, input_fired_time: 1.4858061075, output_fired_time: 1.3200435638, propagate_forward_time: 41.0087280273, propagate_backward_time: 64.5474014282, weight_update_time: 0.1535234600, other_time: 3.1632385254
epoch time: 8.9044599533s, input_fired_time: 0.1811499000, output_fired_time: 0.0000000000, propagate_forward_time: 8.1797199249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5435905457
validation[          , genome  6897] predictions:    9724/  10000 (97.24%), best:    9752/10000 (97.52%), error:       944.66815, best error:       853.73419 on epoch:    62, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 111.1993026733s, input_fired_time: 1.4622724056, output_fired_time: 1.3144730330, propagate_forward_time: 40.9185104370, propagate_backward_time: 64.3654251099, weight_update_time: 0.1545482129, other_time: 3.1386184692
epoch time: 8.9422378540s, input_fired_time: 0.1834252924, output_fired_time: 0.0000000000, propagate_forward_time: 8.2003078461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5585050583
validation[          , genome  6897] predictions:    9723/  10000 (97.23%), best:    9752/10000 (97.52%), error:       969.39417, best error:       853.73419 on epoch:    62, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 44.5284500122s, input_fired_time: 0.9068470597, output_fired_time: 0.0000000000, propagate_forward_time: 40.7170448303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9045562744
best training[          , genome  6897] predictions:   49423/  50000 (98.85%), best:    9752/10000 (97.52%), error:      2163.70093, best error:       853.73419 on epoch:    62, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 9.0826702118s, input_fired_time: 0.1935766786, output_fired_time: 0.0000000000, propagate_forward_time: 8.3143644333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5747289658
   testing[          , genome  6897] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       851.40369, best error:       853.73419 on epoch:    62, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:42:31 (6588): called boinc_finish(0)

</stderr_txt>
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