Nameexact_genome_1512568488_41_6889_0
Workunit2605721
Created7 Dec 2017, 22:35:13 UTC
Sent7 Dec 2017, 22:41:51 UTC
Report deadline15 Dec 2017, 8:08:27 UTC
Received8 Dec 2017, 10:24:40 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID61624
Run time2 hours 42 min 9 sec
CPU time2 hours 37 min 10 sec
Validate stateValid
Credit1,848.37
Device peak FLOPS3.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.11 MB
Peak swap size158.18 MB
Peak disk usage1.80 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1202576905, output_fired_time: 0.0000000000, propagate_forward_time: 6.4249935150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3403906822
validation[          , genome  6889] predictions:    9675/  10000 (96.75%), best:    9675/10000 (96.75%), error:      1078.63721, best error:      1078.63721 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 87.0648651123s, input_fired_time: 1.0847280025, output_fired_time: 1.0157116652, propagate_forward_time: 32.5578155518, propagate_backward_time: 50.4933776855, weight_update_time: 0.1033097357, other_time: 1.9132385254
epoch time: 6.8596215248s, input_fired_time: 0.1204809099, output_fired_time: 0.0000000000, propagate_forward_time: 6.3971390724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3420014381
validation[          , genome  6889] predictions:    9636/  10000 (96.36%), best:    9675/10000 (96.75%), error:      1161.71558, best error:      1078.63721 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 86.7938461304s, input_fired_time: 1.0810441971, output_fired_time: 1.0132926702, propagate_forward_time: 32.4194297791, propagate_backward_time: 50.3746185303, weight_update_time: 0.1023235396, other_time: 1.9054603577
epoch time: 7.0502915382s, input_fired_time: 0.1229322180, output_fired_time: 0.0000000000, propagate_forward_time: 6.5746488571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527102470
validation[          , genome  6889] predictions:    9669/  10000 (96.69%), best:    9675/10000 (96.75%), error:      1104.91492, best error:      1078.63721 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 86.0582199097s, input_fired_time: 1.0755540133, output_fired_time: 0.9962593913, propagate_forward_time: 32.0363960266, propagate_backward_time: 50.0528411865, weight_update_time: 0.1018024534, other_time: 1.8971672058
epoch time: 7.0214920044s, input_fired_time: 0.1245025173, output_fired_time: 0.0000000000, propagate_forward_time: 6.5488772392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3481121063
validation[          , genome  6889] predictions:    9649/  10000 (96.49%), best:    9675/10000 (96.75%), error:      1112.79602, best error:      1078.63721 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 86.5589828491s, input_fired_time: 1.0800541639, output_fired_time: 1.0301718712, propagate_forward_time: 32.3203964233, propagate_backward_time: 50.2385711670, weight_update_time: 0.1018647701, other_time: 1.8897857666
epoch time: 6.9366526604s, input_fired_time: 0.1231769323, output_fired_time: 0.0000000000, propagate_forward_time: 6.4667739868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3467016220
validation[          , genome  6889] predictions:    9624/  10000 (96.24%), best:    9675/10000 (96.75%), error:      1146.76013, best error:      1078.63721 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 86.4268493652s, input_fired_time: 1.0785099268, output_fired_time: 1.0113734007, propagate_forward_time: 32.2732849121, propagate_backward_time: 50.1677131653, weight_update_time: 0.1019442976, other_time: 1.8959693909
epoch time: 7.0492348671s, input_fired_time: 0.1243033856, output_fired_time: 0.0000000000, propagate_forward_time: 6.5718469620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3530845642
validation[          , genome  6889] predictions:    9670/  10000 (96.70%), best:    9675/10000 (96.75%), error:      1110.68262, best error:      1078.63721 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 86.7800521851s, input_fired_time: 1.0816961527, output_fired_time: 1.0128021240, propagate_forward_time: 32.4074821472, propagate_backward_time: 50.3736686707, weight_update_time: 0.1030463949, other_time: 1.9044036865
epoch time: 6.2565932274s, input_fired_time: 0.1143478304, output_fired_time: 0.0000000000, propagate_forward_time: 5.8194279671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3228173256
validation[          , genome  6889] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1027.36633, best error:      1027.36633 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 86.9654464722s, input_fired_time: 1.0879837275, output_fired_time: 1.0158660412, propagate_forward_time: 32.4414367676, propagate_backward_time: 50.5105476379, weight_update_time: 0.1027604118, other_time: 1.9096107483
epoch time: 6.6625213623s, input_fired_time: 0.1186392605, output_fired_time: 0.0000000000, propagate_forward_time: 6.2048602104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3390216827
validation[          , genome  6889] predictions:    9666/  10000 (96.66%), best:    9672/10000 (96.72%), error:      1046.95447, best error:      1027.36633 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 86.7133102417s, input_fired_time: 1.0799657106, output_fired_time: 1.0094542503, propagate_forward_time: 32.4125785828, propagate_backward_time: 50.3059272766, weight_update_time: 0.1027231440, other_time: 1.9053878784
epoch time: 6.8752007484s, input_fired_time: 0.1210982725, output_fired_time: 0.0000000000, propagate_forward_time: 6.4111423492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3429603577
validation[          , genome  6889] predictions:    9657/  10000 (96.57%), best:    9672/10000 (96.72%), error:      1129.40540, best error:      1027.36633 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 86.8186187744s, input_fired_time: 1.0823323727, output_fired_time: 1.0086091757, propagate_forward_time: 32.4305305481, propagate_backward_time: 50.3768806458, weight_update_time: 0.1023855433, other_time: 1.9202728271
epoch time: 6.8542952538s, input_fired_time: 0.1213885844, output_fired_time: 0.0000000000, propagate_forward_time: 6.3895449638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3433618546
validation[          , genome  6889] predictions:    9623/  10000 (96.23%), best:    9672/10000 (96.72%), error:      1238.14783, best error:      1027.36633 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 86.3728027344s, input_fired_time: 1.0871182680, output_fired_time: 1.0011324883, propagate_forward_time: 32.2355766296, propagate_backward_time: 50.1303558350, weight_update_time: 0.1022265479, other_time: 1.9186210632
epoch time: 6.8540229797s, input_fired_time: 0.1231739745, output_fired_time: 0.0000000000, propagate_forward_time: 6.3841905594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3466582298
validation[          , genome  6889] predictions:    9676/  10000 (96.76%), best:    9672/10000 (96.72%), error:      1087.06140, best error:      1027.36633 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 85.2815704346s, input_fired_time: 1.0687861443, output_fired_time: 0.9888516665, propagate_forward_time: 31.6513156891, propagate_backward_time: 49.7018661499, weight_update_time: 0.1004877687, other_time: 1.8707504272
epoch time: 6.5500097275s, input_fired_time: 0.1173137203, output_fired_time: 0.0000000000, propagate_forward_time: 6.1036844254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3290114403
validation[          , genome  6889] predictions:    9677/  10000 (96.77%), best:    9672/10000 (96.72%), error:      1036.78430, best error:      1027.36633 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 86.4439544678s, input_fired_time: 1.0802211761, output_fired_time: 1.0078951120, propagate_forward_time: 32.2271957397, propagate_backward_time: 50.2344093323, weight_update_time: 0.1017474309, other_time: 1.8942298889
epoch time: 7.0404996872s, input_fired_time: 0.1265592277, output_fired_time: 0.0000000000, propagate_forward_time: 6.5669898987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3469505310
validation[          , genome  6889] predictions:    9670/  10000 (96.70%), best:    9672/10000 (96.72%), error:      1087.85791, best error:      1027.36633 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 87.9433822632s, input_fired_time: 1.1063237190, output_fired_time: 1.0192837715, propagate_forward_time: 32.8713874817, propagate_backward_time: 51.0100212097, weight_update_time: 0.1163756698, other_time: 1.9363632202
epoch time: 6.8986654282s, input_fired_time: 0.1225514933, output_fired_time: 0.0000000000, propagate_forward_time: 6.4313230515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3447909355
validation[          , genome  6889] predictions:    9664/  10000 (96.64%), best:    9672/10000 (96.72%), error:      1100.63232, best error:      1027.36633 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 86.8934631348s, input_fired_time: 1.0915898085, output_fired_time: 1.0143601894, propagate_forward_time: 32.4631958008, propagate_backward_time: 50.4110450745, weight_update_time: 0.1022360325, other_time: 1.9132728577
epoch time: 6.5542316437s, input_fired_time: 0.1194146127, output_fired_time: 0.0000000000, propagate_forward_time: 6.1026458740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3321709633
validation[          , genome  6889] predictions:    9686/  10000 (96.86%), best:    9672/10000 (96.72%), error:      1050.62500, best error:      1027.36633 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 86.2421951294s, input_fired_time: 1.0836310387, output_fired_time: 1.0070896149, propagate_forward_time: 32.1119689941, propagate_backward_time: 50.1430931091, weight_update_time: 0.1012149453, other_time: 1.8964118958
epoch time: 6.9391613007s, input_fired_time: 0.1237786263, output_fired_time: 0.0000000000, propagate_forward_time: 6.4709892273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3443932533
validation[          , genome  6889] predictions:    9657/  10000 (96.57%), best:    9672/10000 (96.72%), error:      1111.18811, best error:      1027.36633 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 86.1049499512s, input_fired_time: 1.0805209875, output_fired_time: 0.9972724319, propagate_forward_time: 32.0358657837, propagate_backward_time: 50.0906639099, weight_update_time: 0.1037989557, other_time: 1.9006309509
epoch time: 6.9235692024s, input_fired_time: 0.1235109642, output_fired_time: 0.0000000000, propagate_forward_time: 6.4550418854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3450164795
validation[          , genome  6889] predictions:    9509/  10000 (95.09%), best:    9672/10000 (96.72%), error:      1636.87537, best error:      1027.36633 on epoch:    20, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 86.6749954224s, input_fired_time: 1.0852504969, output_fired_time: 1.0038620234, propagate_forward_time: 32.4141883850, propagate_backward_time: 50.2657241821, weight_update_time: 0.1023279130, other_time: 1.9059715271
epoch time: 6.9787764549s, input_fired_time: 0.1237567440, output_fired_time: 0.0000000000, propagate_forward_time: 6.5089201927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3460993767
validation[          , genome  6889] predictions:    9635/  10000 (96.35%), best:    9672/10000 (96.72%), error:      1164.88635, best error:      1027.36633 on epoch:    20, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 86.3693161011s, input_fired_time: 1.0992685556, output_fired_time: 1.0222555399, propagate_forward_time: 32.1767425537, propagate_backward_time: 50.1567840576, weight_update_time: 0.1016730368, other_time: 1.9142684937
epoch time: 7.0552229881s, input_fired_time: 0.1253988445, output_fired_time: 0.0000000000, propagate_forward_time: 6.5823979378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3474264145
validation[          , genome  6889] predictions:    9679/  10000 (96.79%), best:    9679/10000 (96.79%), error:      1018.17157, best error:      1018.17157 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 84.1117172241s, input_fired_time: 1.0652034283, output_fired_time: 0.9688066840, propagate_forward_time: 31.0562362671, propagate_backward_time: 49.1612396240, weight_update_time: 0.0995402709, other_time: 1.8602371216
epoch time: 6.6352572441s, input_fired_time: 0.1232793555, output_fired_time: 0.0000000000, propagate_forward_time: 6.1768846512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3350930214
validation[          , genome  6889] predictions:    9612/  10000 (96.12%), best:    9679/10000 (96.79%), error:      1175.01648, best error:      1018.17157 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 85.6170043945s, input_fired_time: 1.0811430216, output_fired_time: 0.9821452498, propagate_forward_time: 31.7593364716, propagate_backward_time: 49.9068260193, weight_update_time: 0.1005578041, other_time: 1.8875465393
epoch time: 6.2066144943s, input_fired_time: 0.1156694442, output_fired_time: 0.0000000000, propagate_forward_time: 5.7759962082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3149490356
validation[          , genome  6889] predictions:    9658/  10000 (96.58%), best:    9679/10000 (96.79%), error:      1121.39172, best error:      1018.17157 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 86.1513519287s, input_fired_time: 1.0861792564, output_fired_time: 0.9977696538, propagate_forward_time: 32.1450462341, propagate_backward_time: 50.0350952148, weight_update_time: 0.1013647765, other_time: 1.8872566223
epoch time: 7.0440473557s, input_fired_time: 0.1256997436, output_fired_time: 0.0000000000, propagate_forward_time: 6.5725526810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3457951546
validation[          , genome  6889] predictions:    9701/  10000 (97.01%), best:    9701/10000 (97.01%), error:      1000.60358, best error:      1000.60358 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 86.6987075806s, input_fired_time: 1.0900471210, output_fired_time: 1.0086724758, propagate_forward_time: 32.4260482788, propagate_backward_time: 50.2686691284, weight_update_time: 0.1018884704, other_time: 1.9052658081
epoch time: 6.5970048904s, input_fired_time: 0.1203722060, output_fired_time: 0.0000000000, propagate_forward_time: 6.1452445984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3313879967
validation[          , genome  6889] predictions:    9643/  10000 (96.43%), best:    9701/10000 (97.01%), error:      1136.14697, best error:      1000.60358 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 86.0373992920s, input_fired_time: 1.0837167501, output_fired_time: 0.9966264367, propagate_forward_time: 32.0451240540, propagate_backward_time: 50.0250854492, weight_update_time: 0.1009524092, other_time: 1.8868446350
epoch time: 7.3136053085s, input_fired_time: 0.1261154264, output_fired_time: 0.0000000000, propagate_forward_time: 6.8229818344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3645081520
validation[          , genome  6889] predictions:    9642/  10000 (96.42%), best:    9701/10000 (97.01%), error:      1123.44507, best error:      1000.60358 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 84.4121093750s, input_fired_time: 1.0677073002, output_fired_time: 0.9751389623, propagate_forward_time: 31.2441940308, propagate_backward_time: 49.2724304199, weight_update_time: 0.1002497450, other_time: 1.8526382446
epoch time: 7.0494303703s, input_fired_time: 0.1250688136, output_fired_time: 0.0000000000, propagate_forward_time: 6.5784573555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3459043503
validation[          , genome  6889] predictions:    9635/  10000 (96.35%), best:    9701/10000 (97.01%), error:      1098.06226, best error:      1000.60358 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 86.8376464844s, input_fired_time: 1.1014696360, output_fired_time: 0.9919328690, propagate_forward_time: 32.3971900940, propagate_backward_time: 50.4364967346, weight_update_time: 0.1006766409, other_time: 1.9105529785
epoch time: 7.0451483727s, input_fired_time: 0.1235889494, output_fired_time: 0.0000000000, propagate_forward_time: 6.5750336647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3465256691
validation[          , genome  6889] predictions:    9543/  10000 (95.43%), best:    9701/10000 (97.01%), error:      1397.82727, best error:      1000.60358 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 83.6996841431s, input_fired_time: 1.0656702518, output_fired_time: 0.9677051902, propagate_forward_time: 30.7882595062, propagate_backward_time: 49.0385322571, weight_update_time: 0.0990462154, other_time: 1.8395118713
epoch time: 6.8144288063s, input_fired_time: 0.1223490983, output_fired_time: 0.0000000000, propagate_forward_time: 6.3539509773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3381285667
validation[          , genome  6889] predictions:    9683/  10000 (96.83%), best:    9701/10000 (97.01%), error:      1016.17255, best error:      1000.60358 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 86.2468490601s, input_fired_time: 1.0857393742, output_fired_time: 0.9993972182, propagate_forward_time: 32.1580657959, propagate_backward_time: 50.1124076843, weight_update_time: 0.1014690921, other_time: 1.8912391663
epoch time: 6.9572691917s, input_fired_time: 0.1250396669, output_fired_time: 0.0000000000, propagate_forward_time: 6.4894056320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3428239822
validation[          , genome  6889] predictions:    9672/  10000 (96.72%), best:    9701/10000 (97.01%), error:      1102.59509, best error:      1000.60358 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 86.1678009033s, input_fired_time: 1.0900484324, output_fired_time: 1.0048394203, propagate_forward_time: 32.1025352478, propagate_backward_time: 50.0779151917, weight_update_time: 0.1016591415, other_time: 1.8924636841
epoch time: 6.7767462730s, input_fired_time: 0.1221963167, output_fired_time: 0.0000000000, propagate_forward_time: 6.3188104630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3357396126
validation[          , genome  6889] predictions:    9685/  10000 (96.85%), best:    9701/10000 (97.01%), error:      1038.65601, best error:      1000.60358 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 86.7578964233s, input_fired_time: 1.0898963213, output_fired_time: 1.0133956671, propagate_forward_time: 32.4059791565, propagate_backward_time: 50.3465118408, weight_update_time: 0.1028205305, other_time: 1.9021110535
epoch time: 6.9701051712s, input_fired_time: 0.1248631552, output_fired_time: 0.0000000000, propagate_forward_time: 6.4992108345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3460311890
validation[          , genome  6889] predictions:    9687/  10000 (96.87%), best:    9701/10000 (97.01%), error:      1001.67316, best error:      1000.60358 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 86.4592056274s, input_fired_time: 1.0952978134, output_fired_time: 1.0086551905, propagate_forward_time: 32.1920089722, propagate_backward_time: 50.2791137695, weight_update_time: 0.1017722040, other_time: 1.8841323853
epoch time: 6.1342778206s, input_fired_time: 0.1145790294, output_fired_time: 0.0000000000, propagate_forward_time: 5.7069349289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3127636909
validation[          , genome  6889] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:       972.15009, best error:       972.15009 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 86.8143768311s, input_fired_time: 1.0948494673, output_fired_time: 1.0101627111, propagate_forward_time: 32.4592399597, propagate_backward_time: 50.3512496948, weight_update_time: 0.1024197862, other_time: 1.8988761902
epoch time: 6.1922407150s, input_fired_time: 0.1155352294, output_fired_time: 0.0000000000, propagate_forward_time: 5.7635197639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3131856918
validation[          , genome  6889] predictions:    9658/  10000 (96.58%), best:    9696/10000 (96.96%), error:      1077.15149, best error:       972.15009 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 86.3094024658s, input_fired_time: 1.0868873596, output_fired_time: 1.0010416508, propagate_forward_time: 32.2312049866, propagate_backward_time: 50.1076240540, weight_update_time: 0.1012280062, other_time: 1.8826446533
epoch time: 6.9980192184s, input_fired_time: 0.1253904849, output_fired_time: 0.0000000000, propagate_forward_time: 6.5221838951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3504447937
validation[          , genome  6889] predictions:    9626/  10000 (96.26%), best:    9696/10000 (96.96%), error:      1188.78955, best error:       972.15009 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 86.1031112671s, input_fired_time: 1.0899205208, output_fired_time: 0.9979109764, propagate_forward_time: 32.1124382019, propagate_backward_time: 50.0146903992, weight_update_time: 0.1012896299, other_time: 1.8881530762
epoch time: 7.0213160515s, input_fired_time: 0.1254936755, output_fired_time: 0.0000000000, propagate_forward_time: 6.5490517616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3467707634
validation[          , genome  6889] predictions:    9695/  10000 (96.95%), best:    9696/10000 (96.96%), error:      1007.17108, best error:       972.15009 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 86.4163818359s, input_fired_time: 1.0926765203, output_fired_time: 1.0167379379, propagate_forward_time: 32.2021522522, propagate_backward_time: 50.2129287720, weight_update_time: 0.1019775420, other_time: 1.8918876648
epoch time: 7.1093630791s, input_fired_time: 0.1268684566, output_fired_time: 0.0000000000, propagate_forward_time: 6.6364707947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3460240364
validation[          , genome  6889] predictions:    9659/  10000 (96.59%), best:    9696/10000 (96.96%), error:      1101.11768, best error:       972.15009 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 86.4460678101s, input_fired_time: 1.0905325413, output_fired_time: 1.0044867992, propagate_forward_time: 32.2936859131, propagate_backward_time: 50.1632232666, weight_update_time: 0.1019394845, other_time: 1.8941421509
epoch time: 7.0400714874s, input_fired_time: 0.1267962754, output_fired_time: 0.0000000000, propagate_forward_time: 6.5597953796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3534798622
validation[          , genome  6889] predictions:    9664/  10000 (96.64%), best:    9696/10000 (96.96%), error:      1079.95898, best error:       972.15009 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 86.3603286743s, input_fired_time: 1.0917404890, output_fired_time: 1.0052502155, propagate_forward_time: 32.2231101990, propagate_backward_time: 50.1423912048, weight_update_time: 0.1024456695, other_time: 1.8978347778
epoch time: 6.8150954247s, input_fired_time: 0.1243438646, output_fired_time: 0.0000000000, propagate_forward_time: 6.3513817787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3393697739
validation[          , genome  6889] predictions:    9672/  10000 (96.72%), best:    9696/10000 (96.96%), error:      1012.09650, best error:       972.15009 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 85.9903335571s, input_fired_time: 1.0909802914, output_fired_time: 0.9939315319, propagate_forward_time: 32.0532798767, propagate_backward_time: 49.9556503296, weight_update_time: 0.1026006937, other_time: 1.8964881897
epoch time: 7.0132732391s, input_fired_time: 0.1259746999, output_fired_time: 0.0000000000, propagate_forward_time: 6.5441346169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3431639671
validation[          , genome  6889] predictions:    9670/  10000 (96.70%), best:    9696/10000 (96.96%), error:      1047.16455, best error:       972.15009 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 86.1099395752s, input_fired_time: 1.0879014730, output_fired_time: 0.9900854826, propagate_forward_time: 32.0144233704, propagate_backward_time: 50.1247138977, weight_update_time: 0.1010511518, other_time: 1.8928222656
epoch time: 7.0144314766s, input_fired_time: 0.1256851256, output_fired_time: 0.0000000000, propagate_forward_time: 6.5439639091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3447823524
validation[          , genome  6889] predictions:    9692/  10000 (96.92%), best:    9696/10000 (96.96%), error:       997.45374, best error:       972.15009 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 86.0798797607s, input_fired_time: 1.0885863304, output_fired_time: 0.9993191361, propagate_forward_time: 32.0960922241, propagate_backward_time: 50.0150985718, weight_update_time: 0.1012553424, other_time: 1.8807830811
epoch time: 6.9322295189s, input_fired_time: 0.1268655360, output_fired_time: 0.0000000000, propagate_forward_time: 6.4648022652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3405618668
validation[          , genome  6889] predictions:    9588/  10000 (95.88%), best:    9696/10000 (96.96%), error:      1353.28625, best error:       972.15009 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 85.9494323730s, input_fired_time: 1.0917805433, output_fired_time: 0.9980818629, propagate_forward_time: 31.9901390076, propagate_backward_time: 49.9829788208, weight_update_time: 0.1008896157, other_time: 1.8864479065
epoch time: 7.0568313599s, input_fired_time: 0.1275851279, output_fired_time: 0.0000000000, propagate_forward_time: 6.5825400352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3467063904
validation[          , genome  6889] predictions:    9687/  10000 (96.87%), best:    9696/10000 (96.96%), error:      1006.03076, best error:       972.15009 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 86.4273452759s, input_fired_time: 1.0977210999, output_fired_time: 1.0040268898, propagate_forward_time: 32.2937545776, propagate_backward_time: 50.1425781250, weight_update_time: 0.1015095189, other_time: 1.8892593384
epoch time: 6.8718481064s, input_fired_time: 0.1282068193, output_fired_time: 0.0000000000, propagate_forward_time: 6.4042439461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3393974304
validation[          , genome  6889] predictions:    9699/  10000 (96.99%), best:    9696/10000 (96.96%), error:       990.79510, best error:       972.15009 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 86.4066925049s, input_fired_time: 1.0989228487, output_fired_time: 1.0063029528, propagate_forward_time: 32.1487998962, propagate_backward_time: 50.2624511719, weight_update_time: 0.1015460268, other_time: 1.8902168274
epoch time: 6.6775636673s, input_fired_time: 0.1229665056, output_fired_time: 0.0000000000, propagate_forward_time: 6.2216105461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3329868317
validation[          , genome  6889] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       936.82800, best error:       936.82800 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 86.1883773804s, input_fired_time: 1.0956827402, output_fired_time: 0.9995427728, propagate_forward_time: 32.0715141296, propagate_backward_time: 50.1363639832, weight_update_time: 0.1014705673, other_time: 1.8852767944
epoch time: 6.9934377670s, input_fired_time: 0.1296202987, output_fired_time: 0.0000000000, propagate_forward_time: 6.5198135376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3440041542
validation[          , genome  6889] predictions:    9689/  10000 (96.89%), best:    9705/10000 (97.05%), error:      1035.52661, best error:       936.82800 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 86.3634033203s, input_fired_time: 1.0976988077, output_fired_time: 1.0053192377, propagate_forward_time: 32.2169609070, propagate_backward_time: 50.1580123901, weight_update_time: 0.1016874835, other_time: 1.8854103088
epoch time: 6.9340081215s, input_fired_time: 0.1254674494, output_fired_time: 0.0000000000, propagate_forward_time: 6.4664945602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3420462608
validation[          , genome  6889] predictions:    9704/  10000 (97.04%), best:    9705/10000 (97.05%), error:       966.70923, best error:       936.82800 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 86.5774307251s, input_fired_time: 1.1096829176, output_fired_time: 1.0037945509, propagate_forward_time: 32.3888244629, propagate_backward_time: 50.1792869568, weight_update_time: 0.1019096002, other_time: 1.8958473206
epoch time: 6.7233095169s, input_fired_time: 0.1249262840, output_fired_time: 0.0000000000, propagate_forward_time: 6.2602410316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3381423950
validation[          , genome  6889] predictions:    9690/  10000 (96.90%), best:    9705/10000 (97.05%), error:       973.33612, best error:       936.82800 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 85.9199676514s, input_fired_time: 1.0949405432, output_fired_time: 0.9930124283, propagate_forward_time: 32.0215950012, propagate_backward_time: 49.9334754944, weight_update_time: 0.1011722907, other_time: 1.8769454956
epoch time: 6.7853975296s, input_fired_time: 0.1238299981, output_fired_time: 0.0000000000, propagate_forward_time: 6.3242058754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3373618126
validation[          , genome  6889] predictions:    9692/  10000 (96.92%), best:    9705/10000 (97.05%), error:      1022.14661, best error:       936.82800 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 86.2273330688s, input_fired_time: 1.0976104736, output_fired_time: 1.0015187263, propagate_forward_time: 32.1346588135, propagate_backward_time: 50.1044158936, weight_update_time: 0.1013666093, other_time: 1.8891296387
epoch time: 6.2976975441s, input_fired_time: 0.1185364649, output_fired_time: 0.0000000000, propagate_forward_time: 5.8595905304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3195705414
validation[          , genome  6889] predictions:    9666/  10000 (96.66%), best:    9705/10000 (97.05%), error:      1064.18347, best error:       936.82800 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 86.6404190063s, input_fired_time: 1.0993283987, output_fired_time: 1.0090661049, propagate_forward_time: 32.3442268372, propagate_backward_time: 50.2870025635, weight_update_time: 0.1017710567, other_time: 1.9007987976
epoch time: 7.0556449890s, input_fired_time: 0.1280730069, output_fired_time: 0.0000000000, propagate_forward_time: 6.5812940598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3462777138
validation[          , genome  6889] predictions:    9598/  10000 (95.98%), best:    9705/10000 (97.05%), error:      1282.44324, best error:       936.82800 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 86.6376190186s, input_fired_time: 1.1169149876, output_fired_time: 1.0079751015, propagate_forward_time: 32.3599586487, propagate_backward_time: 50.2539253235, weight_update_time: 0.1025916636, other_time: 1.8988494873
epoch time: 7.0504770279s, input_fired_time: 0.1280591786, output_fired_time: 0.0000000000, propagate_forward_time: 6.5765271187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3458905220
validation[          , genome  6889] predictions:    9665/  10000 (96.65%), best:    9705/10000 (97.05%), error:      1019.63452, best error:       936.82800 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 86.3281784058s, input_fired_time: 1.0989344120, output_fired_time: 1.0071486235, propagate_forward_time: 32.1902351379, propagate_backward_time: 50.1328086853, weight_update_time: 0.1017389297, other_time: 1.8990478516
epoch time: 8.5283174515s, input_fired_time: 0.1566381902, output_fired_time: 0.0000000000, propagate_forward_time: 7.9609484673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4107308388
validation[          , genome  6889] predictions:    9616/  10000 (96.16%), best:    9705/10000 (97.05%), error:      1188.41553, best error:       936.82800 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 86.1847763062s, input_fired_time: 1.1054871082, output_fired_time: 0.9999805093, propagate_forward_time: 32.0575180054, propagate_backward_time: 50.1303901672, weight_update_time: 0.1015949324, other_time: 1.8914070129
epoch time: 7.0504379272s, input_fired_time: 0.1277302206, output_fired_time: 0.0000000000, propagate_forward_time: 6.5768237114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3458838463
validation[          , genome  6889] predictions:    9688/  10000 (96.88%), best:    9705/10000 (97.05%), error:      1038.27600, best error:       936.82800 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 86.3252334595s, input_fired_time: 1.1007511616, output_fired_time: 1.0025937557, propagate_forward_time: 32.1722717285, propagate_backward_time: 50.1591262817, weight_update_time: 0.1019493490, other_time: 1.8904876709
epoch time: 6.9946742058s, input_fired_time: 0.1284336448, output_fired_time: 0.0000000000, propagate_forward_time: 6.5225591660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3436813354
validation[          , genome  6889] predictions:    9683/  10000 (96.83%), best:    9705/10000 (97.05%), error:      1084.28870, best error:       936.82800 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 85.9737243652s, input_fired_time: 1.1001768112, output_fired_time: 0.9936315417, propagate_forward_time: 32.0139274597, propagate_backward_time: 49.9850273132, weight_update_time: 0.1012228802, other_time: 1.8809661865
epoch time: 7.0577054024s, input_fired_time: 0.1285292804, output_fired_time: 0.0000000000, propagate_forward_time: 6.5745644569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3546118736
validation[          , genome  6889] predictions:    9675/  10000 (96.75%), best:    9705/10000 (97.05%), error:      1056.64282, best error:       936.82800 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 86.3562698364s, input_fired_time: 1.1039620638, output_fired_time: 1.0037735701, propagate_forward_time: 32.1844520569, propagate_backward_time: 50.1739234924, weight_update_time: 0.1021790951, other_time: 1.8901519775
epoch time: 6.5545749664s, input_fired_time: 0.1222663745, output_fired_time: 0.0000000000, propagate_forward_time: 6.1020574570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3302512169
validation[          , genome  6889] predictions:    9706/  10000 (97.06%), best:    9705/10000 (97.05%), error:       954.56708, best error:       936.82800 on epoch:    56, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 86.4697265625s, input_fired_time: 1.1014657021, output_fired_time: 1.0041625500, propagate_forward_time: 32.2640113831, propagate_backward_time: 50.2092323303, weight_update_time: 0.1017131284, other_time: 1.8908538818
epoch time: 6.9863009453s, input_fired_time: 0.1281685233, output_fired_time: 0.0000000000, propagate_forward_time: 6.5108113289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3473210335
validation[          , genome  6889] predictions:    9684/  10000 (96.84%), best:    9705/10000 (97.05%), error:      1021.97504, best error:       936.82800 on epoch:    56, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 86.2948989868s, input_fired_time: 1.1096849442, output_fired_time: 1.0045437813, propagate_forward_time: 32.1770820618, propagate_backward_time: 50.1120605469, weight_update_time: 0.1031346098, other_time: 1.8915214539
epoch time: 6.9651236534s, input_fired_time: 0.1269392371, output_fired_time: 0.0000000000, propagate_forward_time: 6.4950485229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3431358337
validation[          , genome  6889] predictions:    9679/  10000 (96.79%), best:    9705/10000 (97.05%), error:       976.78705, best error:       936.82800 on epoch:    56, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 86.4915237427s, input_fired_time: 1.1050375700, output_fired_time: 1.0050511360, propagate_forward_time: 32.2643013000, propagate_backward_time: 50.2164077759, weight_update_time: 0.1019114628, other_time: 1.9007301331
epoch time: 6.4667372704s, input_fired_time: 0.1224782243, output_fired_time: 0.0000000000, propagate_forward_time: 6.0166916847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3275675774
validation[          , genome  6889] predictions:    9692/  10000 (96.92%), best:    9705/10000 (97.05%), error:       968.11230, best error:       936.82800 on epoch:    56, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 86.4553604126s, input_fired_time: 1.1062431335, output_fired_time: 1.0081517696, propagate_forward_time: 32.2826461792, propagate_backward_time: 50.1656684875, weight_update_time: 0.1018242612, other_time: 1.8926582336
epoch time: 6.6232857704s, input_fired_time: 0.1235134825, output_fired_time: 0.0000000000, propagate_forward_time: 6.1673626900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3324093819
validation[          , genome  6889] predictions:    9677/  10000 (96.77%), best:    9705/10000 (97.05%), error:      1085.18665, best error:       936.82800 on epoch:    56, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 86.5767898560s, input_fired_time: 1.1043299437, output_fired_time: 1.0067719221, propagate_forward_time: 32.2792739868, propagate_backward_time: 50.3004722595, weight_update_time: 0.1014752984, other_time: 1.8859367371
epoch time: 6.8619351387s, input_fired_time: 0.1268323958, output_fired_time: 0.0000000000, propagate_forward_time: 6.3966627121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3384399414
validation[          , genome  6889] predictions:    9644/  10000 (96.44%), best:    9705/10000 (97.05%), error:      1128.68384, best error:       936.82800 on epoch:    56, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 86.6855163574s, input_fired_time: 1.1197134256, output_fired_time: 1.0111368895, propagate_forward_time: 32.3880691528, propagate_backward_time: 50.2715873718, weight_update_time: 0.1020114496, other_time: 1.8950080872
epoch time: 6.8663530350s, input_fired_time: 0.1261453331, output_fired_time: 0.0000000000, propagate_forward_time: 6.3989853859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3412222862
validation[          , genome  6889] predictions:    9683/  10000 (96.83%), best:    9705/10000 (97.05%), error:      1000.35779, best error:       936.82800 on epoch:    56, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 86.5449676514s, input_fired_time: 1.1118444204, output_fired_time: 1.0037760735, propagate_forward_time: 32.3416557312, propagate_backward_time: 50.1983680725, weight_update_time: 0.1019278839, other_time: 1.8893203735
epoch time: 6.7799406052s, input_fired_time: 0.1246287152, output_fired_time: 0.0000000000, propagate_forward_time: 6.3141512871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3411607742
validation[          , genome  6889] predictions:    9712/  10000 (97.12%), best:    9705/10000 (97.05%), error:       940.98108, best error:       936.82800 on epoch:    56, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 86.0366897583s, input_fired_time: 1.1187350750, output_fired_time: 0.9979813695, propagate_forward_time: 31.9249877930, propagate_backward_time: 50.1013603210, weight_update_time: 0.1012492701, other_time: 1.8936271667
epoch time: 6.8636317253s, input_fired_time: 0.1287330538, output_fired_time: 0.0000000000, propagate_forward_time: 6.3895812035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3453173637
validation[          , genome  6889] predictions:    9692/  10000 (96.92%), best:    9705/10000 (97.05%), error:      1006.69122, best error:       936.82800 on epoch:    56, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 86.8527832031s, input_fired_time: 1.1220617294, output_fired_time: 1.0205887556, propagate_forward_time: 32.3349571228, propagate_backward_time: 50.4756774902, weight_update_time: 0.1019118428, other_time: 1.8994941711
epoch time: 6.6152305603s, input_fired_time: 0.1243588403, output_fired_time: 0.0000000000, propagate_forward_time: 6.1603226662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3305492401
validation[          , genome  6889] predictions:    9697/  10000 (96.97%), best:    9705/10000 (97.05%), error:      1026.15125, best error:       936.82800 on epoch:    56, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 88.1191711426s, input_fired_time: 1.1633682251, output_fired_time: 1.0722715855, propagate_forward_time: 32.6157150269, propagate_backward_time: 51.3490104675, weight_update_time: 0.1017860249, other_time: 1.9188041687
epoch time: 7.0111155510s, input_fired_time: 0.1277094483, output_fired_time: 0.0000000000, propagate_forward_time: 6.5360875130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3473186493
validation[          , genome  6889] predictions:    9695/  10000 (96.95%), best:    9705/10000 (97.05%), error:      1013.56580, best error:       936.82800 on epoch:    56, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 86.1552734375s, input_fired_time: 1.1034052372, output_fired_time: 0.9997757077, propagate_forward_time: 32.0862655640, propagate_backward_time: 50.0765151978, weight_update_time: 0.1021466553, other_time: 1.8893051147
epoch time: 6.9286518097s, input_fired_time: 0.1270963848, output_fired_time: 0.0000000000, propagate_forward_time: 6.4587130547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3428425789
validation[          , genome  6889] predictions:    9636/  10000 (96.36%), best:    9705/10000 (97.05%), error:      1135.89136, best error:       936.82800 on epoch:    56, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 86.3140029907s, input_fired_time: 1.1050164700, output_fired_time: 1.0036120415, propagate_forward_time: 32.1975479126, propagate_backward_time: 50.1162185669, weight_update_time: 0.1013096794, other_time: 1.8916091919
epoch time: 6.3962235451s, input_fired_time: 0.1222633868, output_fired_time: 0.0000000000, propagate_forward_time: 5.9465923309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3273677826
validation[          , genome  6889] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       921.22021, best error:       921.22021 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 86.3050460815s, input_fired_time: 1.1104748249, output_fired_time: 1.0173125267, propagate_forward_time: 32.1833953857, propagate_backward_time: 50.1079711914, weight_update_time: 0.1018362716, other_time: 1.8858947754
epoch time: 6.7526917458s, input_fired_time: 0.1259348989, output_fired_time: 0.0000000000, propagate_forward_time: 6.2906799316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3360767365
validation[          , genome  6889] predictions:    9692/  10000 (96.92%), best:    9724/10000 (97.24%), error:       982.24066, best error:       921.22021 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 86.1335830688s, input_fired_time: 1.1077958345, output_fired_time: 0.9984225631, propagate_forward_time: 32.0952644348, propagate_backward_time: 50.0374107361, weight_update_time: 0.1012389734, other_time: 1.8946914673
epoch time: 6.8452897072s, input_fired_time: 0.1271164268, output_fired_time: 0.0000000000, propagate_forward_time: 6.3791441917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3390293121
validation[          , genome  6889] predictions:    9685/  10000 (96.85%), best:    9724/10000 (97.24%), error:      1057.20947, best error:       921.22021 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 86.4519577026s, input_fired_time: 1.1100218296, output_fired_time: 1.0028774738, propagate_forward_time: 32.2958297729, propagate_backward_time: 50.1434669495, weight_update_time: 0.1019603908, other_time: 1.8997612000
epoch time: 7.0088262558s, input_fired_time: 0.1292217672, output_fired_time: 0.0000000000, propagate_forward_time: 6.5349779129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3446264267
validation[          , genome  6889] predictions:    9703/  10000 (97.03%), best:    9724/10000 (97.24%), error:       933.18500, best error:       921.22021 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 86.5407562256s, input_fired_time: 1.1104168892, output_fired_time: 1.0055892467, propagate_forward_time: 32.3257637024, propagate_backward_time: 50.1980209351, weight_update_time: 0.1019985676, other_time: 1.9009590149
epoch time: 7.0398187637s, input_fired_time: 0.1294930428, output_fired_time: 0.0000000000, propagate_forward_time: 6.5621762276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3481492996
validation[          , genome  6889] predictions:    9630/  10000 (96.30%), best:    9724/10000 (97.24%), error:      1124.05554, best error:       921.22021 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 83.2355422974s, input_fired_time: 1.0780297518, output_fired_time: 0.9617695212, propagate_forward_time: 30.5152111053, propagate_backward_time: 48.8522300720, weight_update_time: 0.0981910229, other_time: 1.8282966614
epoch time: 7.0546059608s, input_fired_time: 0.1284435242, output_fired_time: 0.0000000000, propagate_forward_time: 6.5808529854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3453092575
validation[          , genome  6889] predictions:    9648/  10000 (96.48%), best:    9724/10000 (97.24%), error:      1108.46667, best error:       921.22021 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 86.3851394653s, input_fired_time: 1.1013575792, output_fired_time: 1.0032055378, propagate_forward_time: 32.2426338196, propagate_backward_time: 50.1497688293, weight_update_time: 0.1013863981, other_time: 1.8881759644
epoch time: 6.9046125412s, input_fired_time: 0.1271358132, output_fired_time: 0.0000000000, propagate_forward_time: 6.4373598099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3401169777
validation[          , genome  6889] predictions:    9701/  10000 (97.01%), best:    9724/10000 (97.24%), error:       993.28412, best error:       921.22021 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 85.9131546021s, input_fired_time: 1.0994511843, output_fired_time: 0.9952263236, propagate_forward_time: 31.9647846222, propagate_backward_time: 49.9763069153, weight_update_time: 0.1010511294, other_time: 1.8773918152
epoch time: 6.6866612434s, input_fired_time: 0.1256001443, output_fired_time: 0.0000000000, propagate_forward_time: 6.2227754593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3382854462
validation[          , genome  6889] predictions:    9691/  10000 (96.91%), best:    9724/10000 (97.24%), error:      1012.07056, best error:       921.22021 on epoch:    80, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 86.4756546021s, input_fired_time: 1.1086150408, output_fired_time: 1.0049374104, propagate_forward_time: 32.2973213196, propagate_backward_time: 50.1731338501, weight_update_time: 0.1025412008, other_time: 1.8916511536
epoch time: 6.9837584496s, input_fired_time: 0.1288303584, output_fired_time: 0.0000000000, propagate_forward_time: 6.5107455254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3441824913
validation[          , genome  6889] predictions:    9696/  10000 (96.96%), best:    9724/10000 (97.24%), error:       984.51733, best error:       921.22021 on epoch:    80, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 83.9658813477s, input_fired_time: 1.0856688023, output_fired_time: 0.9636226892, propagate_forward_time: 31.0145301819, propagate_backward_time: 49.0554695129, weight_update_time: 0.0987999961, other_time: 1.8465881348
epoch time: 6.0012321472s, input_fired_time: 0.1173264459, output_fired_time: 0.0000000000, propagate_forward_time: 5.5736088753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3102970123
validation[          , genome  6889] predictions:    9699/  10000 (96.99%), best:    9724/10000 (97.24%), error:       962.95441, best error:       921.22021 on epoch:    80, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 88.3634567261s, input_fired_time: 1.1354867220, output_fired_time: 1.0382308960, propagate_forward_time: 32.8902854919, propagate_backward_time: 51.4021606445, weight_update_time: 0.1020365357, other_time: 1.8972892761
epoch time: 6.7604432106s, input_fired_time: 0.1281401068, output_fired_time: 0.0000000000, propagate_forward_time: 6.2936491966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3386540413
validation[          , genome  6889] predictions:    9672/  10000 (96.72%), best:    9724/10000 (97.24%), error:      1011.17236, best error:       921.22021 on epoch:    80, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 86.3563995361s, input_fired_time: 1.1094285250, output_fired_time: 1.0149836540, propagate_forward_time: 32.2074470520, propagate_backward_time: 50.1370353699, weight_update_time: 0.1017426252, other_time: 1.8875045776
epoch time: 6.6127452850s, input_fired_time: 0.1243161783, output_fired_time: 0.0000000000, propagate_forward_time: 6.1578211784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3306078911
validation[          , genome  6889] predictions:    9696/  10000 (96.96%), best:    9724/10000 (97.24%), error:       988.51508, best error:       921.22021 on epoch:    80, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 86.3367462158s, input_fired_time: 1.1104918718, output_fired_time: 1.0072427988, propagate_forward_time: 32.2534599304, propagate_backward_time: 50.0799560547, weight_update_time: 0.1016146392, other_time: 1.8856010437
epoch time: 6.1477627754s, input_fired_time: 0.1184839532, output_fired_time: 0.0000000000, propagate_forward_time: 5.7174811363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3117976189
validation[          , genome  6889] predictions:    9672/  10000 (96.72%), best:    9724/10000 (97.24%), error:      1006.96948, best error:       921.22021 on epoch:    80, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 87.0498199463s, input_fired_time: 1.1137014627, output_fired_time: 1.0275371075, propagate_forward_time: 32.5746803284, propagate_backward_time: 50.4204673767, weight_update_time: 0.1024515331, other_time: 1.9134368896
epoch time: 5.3067083359s, input_fired_time: 0.1088081002, output_fired_time: 0.0000000000, propagate_forward_time: 4.9136180878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2842822075
validation[          , genome  6889] predictions:    9665/  10000 (96.65%), best:    9724/10000 (97.24%), error:      1042.03040, best error:       921.22021 on epoch:    80, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 86.0386734009s, input_fired_time: 1.1054576635, output_fired_time: 0.9958950877, propagate_forward_time: 32.0256080627, propagate_backward_time: 50.0204849243, weight_update_time: 0.1010730416, other_time: 1.8912239075
epoch time: 6.8849573135s, input_fired_time: 0.1282152385, output_fired_time: 0.0000000000, propagate_forward_time: 6.4165945053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3401474953
validation[          , genome  6889] predictions:    9693/  10000 (96.93%), best:    9724/10000 (97.24%), error:       973.78290, best error:       921.22021 on epoch:    80, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 86.5294723511s, input_fired_time: 1.1092652082, output_fired_time: 1.0015211105, propagate_forward_time: 32.2496337891, propagate_backward_time: 50.2701377869, weight_update_time: 0.1018081829, other_time: 1.8989143372
epoch time: 6.8180351257s, input_fired_time: 0.1277820021, output_fired_time: 0.0000000000, propagate_forward_time: 6.3494129181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3408403397
validation[          , genome  6889] predictions:    9687/  10000 (96.87%), best:    9724/10000 (97.24%), error:       979.52209, best error:       921.22021 on epoch:    80, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 86.4909744263s, input_fired_time: 1.1127835512, output_fired_time: 1.0076830387, propagate_forward_time: 32.2820625305, propagate_backward_time: 50.1891250610, weight_update_time: 0.1019788831, other_time: 1.8993186951
epoch time: 6.8644242287s, input_fired_time: 0.1276394278, output_fired_time: 0.0000000000, propagate_forward_time: 6.3947553635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3420295715
validation[          , genome  6889] predictions:    9679/  10000 (96.79%), best:    9724/10000 (97.24%), error:      1051.94373, best error:       921.22021 on epoch:    80, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 86.1710815430s, input_fired_time: 1.1085171700, output_fired_time: 1.0010057688, propagate_forward_time: 32.0686035156, propagate_backward_time: 50.1127433777, weight_update_time: 0.1013559997, other_time: 1.8802070618
epoch time: 6.8475599289s, input_fired_time: 0.1287552863, output_fired_time: 0.0000000000, propagate_forward_time: 6.3795332909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3392715454
validation[          , genome  6889] predictions:    9696/  10000 (96.96%), best:    9724/10000 (97.24%), error:       958.79474, best error:       921.22021 on epoch:    80, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 85.6436767578s, input_fired_time: 1.1046496630, output_fired_time: 0.9932709336, propagate_forward_time: 31.8096942902, propagate_backward_time: 49.8322372437, weight_update_time: 0.1004178524, other_time: 1.9038238525
epoch time: 6.2617468834s, input_fired_time: 0.1204659566, output_fired_time: 0.0000000000, propagate_forward_time: 5.8204588890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3208222389
validation[          , genome  6889] predictions:    9659/  10000 (96.59%), best:    9724/10000 (97.24%), error:      1086.74817, best error:       921.22021 on epoch:    80, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 83.2708282471s, input_fired_time: 1.0827538967, output_fired_time: 0.9565742016, propagate_forward_time: 30.6383171082, propagate_backward_time: 48.7621459961, weight_update_time: 0.0984802470, other_time: 1.8310356140
epoch time: 6.0545620918s, input_fired_time: 0.1178763881, output_fired_time: 0.0000000000, propagate_forward_time: 5.6207752228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3159103394
validation[          , genome  6889] predictions:    9701/  10000 (97.01%), best:    9724/10000 (97.24%), error:       979.80212, best error:       921.22021 on epoch:    80, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 86.3735733032s, input_fired_time: 1.1127600670, output_fired_time: 1.0029089451, propagate_forward_time: 32.2680015564, propagate_backward_time: 50.1070632935, weight_update_time: 0.1018009856, other_time: 1.8828392029
epoch time: 7.0217490196s, input_fired_time: 0.1303383261, output_fired_time: 0.0000000000, propagate_forward_time: 6.5397424698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3516683578
validation[          , genome  6889] predictions:    9710/  10000 (97.10%), best:    9724/10000 (97.24%), error:       975.63489, best error:       921.22021 on epoch:    80, 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: 34.6381874084s, input_fired_time: 0.6444838643, output_fired_time: 0.0000000000, propagate_forward_time: 32.2295303345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7641716003
best training[          , genome  6889] predictions:   49392/  50000 (98.78%), best:    9724/10000 (97.24%), error:      2265.81470, best error:       921.22021 on epoch:    80, 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: 7.0400748253s, input_fired_time: 0.1314768344, output_fired_time: 0.0000000000, propagate_forward_time: 6.5625767708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3460211754
   testing[          , genome  6889] predictions:    9757/  10000 (97.57%), best:    9724/10000 (97.24%), error:       807.66266, best error:       921.22021 on epoch:    80, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:24:24 (9680): called boinc_finish(0)

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