Nameexact_genome_1512568488_44_6813_0
Workunit2605381
Created7 Dec 2017, 22:06:16 UTC
Sent7 Dec 2017, 22:15:46 UTC
Report deadline20 Dec 2017, 8:49:15 UTC
Received8 Dec 2017, 3:01:31 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID62687
Run time2 hours 29 min 44 sec
CPU time2 hours 27 min 16 sec
Validate stateInitial
Credit0.00
Device peak FLOPS4.30 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.79 MB
Peak swap size160.84 MB
Peak disk usage2.27 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
_fired_time: 0.1323084682, output_fired_time: 0.0000000000, propagate_forward_time: 5.9696836472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3053350449
validation[          , genome  6813] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       842.40302, best error:       842.40302 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 81.7765655518s, input_fired_time: 1.1525670290, output_fired_time: 0.9174119830, propagate_forward_time: 29.8442745209, propagate_backward_time: 48.1506347656, weight_update_time: 0.0893154815, other_time: 1.7116775513
epoch time: 6.3948583603s, input_fired_time: 0.1329668760, output_fired_time: 0.0000000000, propagate_forward_time: 5.9565234184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3053679466
validation[          , genome  6813] predictions:    9691/  10000 (96.91%), best:    9746/10000 (97.46%), error:      1019.17700, best error:       842.40302 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 81.7188644409s, input_fired_time: 1.1449050903, output_fired_time: 0.9076474905, propagate_forward_time: 29.8008213043, propagate_backward_time: 48.1574440002, weight_update_time: 0.0896390006, other_time: 1.7080497742
epoch time: 6.4736318588s, input_fired_time: 0.1341116726, output_fired_time: 0.0000000000, propagate_forward_time: 6.0312948227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3082251549
validation[          , genome  6813] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       816.70691, best error:       816.70691 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 81.8038177490s, input_fired_time: 1.1537088156, output_fired_time: 0.9121523499, propagate_forward_time: 29.8261928558, propagate_backward_time: 48.1965980530, weight_update_time: 0.0892353281, other_time: 1.7151603699
epoch time: 6.4027180672s, input_fired_time: 0.1325622648, output_fired_time: 0.0000000000, propagate_forward_time: 5.9632024765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3069534302
validation[          , genome  6813] predictions:    9721/  10000 (97.21%), best:    9756/10000 (97.56%), error:       877.15875, best error:       816.70691 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 81.8779602051s, input_fired_time: 1.1500833035, output_fired_time: 0.9119057059, propagate_forward_time: 29.8751602173, propagate_backward_time: 48.2334365845, weight_update_time: 0.0901185498, other_time: 1.7073745728
epoch time: 6.3986711502s, input_fired_time: 0.1346671879, output_fired_time: 0.0000000000, propagate_forward_time: 5.9590673447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3049364090
validation[          , genome  6813] predictions:    9694/  10000 (96.94%), best:    9756/10000 (97.56%), error:      1016.15369, best error:       816.70691 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 81.8201217651s, input_fired_time: 1.1616603136, output_fired_time: 0.9129157066, propagate_forward_time: 29.8288822174, propagate_backward_time: 48.1999511719, weight_update_time: 0.0896006823, other_time: 1.7167129517
epoch time: 6.4031920433s, input_fired_time: 0.1358003467, output_fired_time: 0.0000000000, propagate_forward_time: 5.9636135101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3037781715
validation[          , genome  6813] predictions:    9709/  10000 (97.09%), best:    9756/10000 (97.56%), error:       939.82837, best error:       816.70691 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 81.9370956421s, input_fired_time: 1.1556806564, output_fired_time: 0.9165924191, propagate_forward_time: 29.8893337250, propagate_backward_time: 48.2515258789, weight_update_time: 0.0899602473, other_time: 1.7239608765
epoch time: 6.3996043205s, input_fired_time: 0.1339394599, output_fired_time: 0.0000000000, propagate_forward_time: 5.9621644020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3035006523
validation[          , genome  6813] predictions:    9641/  10000 (96.41%), best:    9756/10000 (97.56%), error:      1116.99121, best error:       816.70691 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 82.3278961182s, input_fired_time: 1.1707946062, output_fired_time: 0.9168627858, propagate_forward_time: 30.0097484589, propagate_backward_time: 48.4936790466, weight_update_time: 0.0896383226, other_time: 1.7368125916
epoch time: 6.4133276939s, input_fired_time: 0.1334930807, output_fired_time: 0.0000000000, propagate_forward_time: 5.9692244530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3106102943
validation[          , genome  6813] predictions:    9742/  10000 (97.42%), best:    9756/10000 (97.56%), error:       846.10797, best error:       816.70691 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 81.9180755615s, input_fired_time: 1.1556774378, output_fired_time: 0.9250523448, propagate_forward_time: 29.8375911713, propagate_backward_time: 48.2702064514, weight_update_time: 0.0896875039, other_time: 1.7295494080
epoch time: 6.4363155365s, input_fired_time: 0.1375929862, output_fired_time: 0.0000000000, propagate_forward_time: 5.9894390106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3092837334
validation[          , genome  6813] predictions:    9740/  10000 (97.40%), best:    9756/10000 (97.56%), error:       836.63483, best error:       816.70691 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 82.1173400879s, input_fired_time: 1.1636127234, output_fired_time: 0.9178229570, propagate_forward_time: 29.9770011902, propagate_backward_time: 48.3330001831, weight_update_time: 0.0897381902, other_time: 1.7259025574
epoch time: 6.4248137474s, input_fired_time: 0.1352170855, output_fired_time: 0.0000000000, propagate_forward_time: 5.9790120125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3105845451
validation[          , genome  6813] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       714.09265, best error:       714.09265 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 81.7952957153s, input_fired_time: 1.1554197073, output_fired_time: 0.9108875990, propagate_forward_time: 29.8437957764, propagate_backward_time: 48.1673049927, weight_update_time: 0.0911100060, other_time: 1.7178878784
epoch time: 6.3651528358s, input_fired_time: 0.1335646659, output_fired_time: 0.0000000000, propagate_forward_time: 5.9311408997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3004474640
validation[          , genome  6813] predictions:    9748/  10000 (97.48%), best:    9783/10000 (97.83%), error:       828.73926, best error:       714.09265 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 81.8329315186s, input_fired_time: 1.1553021669, output_fired_time: 0.9108083844, propagate_forward_time: 29.8433341980, propagate_backward_time: 48.2077980042, weight_update_time: 0.0894999430, other_time: 1.7156906128
epoch time: 6.4068465233s, input_fired_time: 0.1341976076, output_fired_time: 0.0000000000, propagate_forward_time: 5.9627008438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3099479675
validation[          , genome  6813] predictions:    9767/  10000 (97.67%), best:    9783/10000 (97.83%), error:       746.06201, best error:       714.09265 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 81.6383590698s, input_fired_time: 1.1574229002, output_fired_time: 0.9106954336, propagate_forward_time: 29.7660217285, propagate_backward_time: 48.0639419556, weight_update_time: 0.0889540985, other_time: 1.7402725220
epoch time: 6.4139084816s, input_fired_time: 0.1336666644, output_fired_time: 0.0000000000, propagate_forward_time: 5.9693942070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3108477592
validation[          , genome  6813] predictions:    9723/  10000 (97.23%), best:    9783/10000 (97.83%), error:       931.99506, best error:       714.09265 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 81.7984771729s, input_fired_time: 1.1512259245, output_fired_time: 0.9082969427, propagate_forward_time: 29.8310947418, propagate_backward_time: 48.1760253906, weight_update_time: 0.0894268304, other_time: 1.7318420410
epoch time: 6.3907985687s, input_fired_time: 0.1342112422, output_fired_time: 0.0000000000, propagate_forward_time: 5.9470925331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3094949722
validation[          , genome  6813] predictions:    9778/  10000 (97.78%), best:    9783/10000 (97.83%), error:       738.05682, best error:       714.09265 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 81.6951675415s, input_fired_time: 1.1605734825, output_fired_time: 0.9040909410, propagate_forward_time: 29.7878608704, propagate_backward_time: 48.1061134338, weight_update_time: 0.0897546560, other_time: 1.7365264893
epoch time: 6.3983917236s, input_fired_time: 0.1336794794, output_fired_time: 0.0000000000, propagate_forward_time: 5.9538764954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3108358383
validation[          , genome  6813] predictions:    9772/  10000 (97.72%), best:    9783/10000 (97.83%), error:       768.73651, best error:       714.09265 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 81.7985076904s, input_fired_time: 1.1576249599, output_fired_time: 0.9082313180, propagate_forward_time: 29.8395004272, propagate_backward_time: 48.1634368896, weight_update_time: 0.0892542154, other_time: 1.7297134399
epoch time: 6.3979449272s, input_fired_time: 0.1344386041, output_fired_time: 0.0000000000, propagate_forward_time: 5.9558949471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3076114655
validation[          , genome  6813] predictions:    9710/  10000 (97.10%), best:    9783/10000 (97.83%), error:       924.84015, best error:       714.09265 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 81.7147140503s, input_fired_time: 1.1571153402, output_fired_time: 0.9090005159, propagate_forward_time: 29.8104763031, propagate_backward_time: 48.1105308533, weight_update_time: 0.0896846876, other_time: 1.7275886536
epoch time: 6.3966107368s, input_fired_time: 0.1351708025, output_fired_time: 0.0000000000, propagate_forward_time: 5.9498682022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3115715981
validation[          , genome  6813] predictions:    9696/  10000 (96.96%), best:    9783/10000 (97.83%), error:       959.28149, best error:       714.09265 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 81.7557144165s, input_fired_time: 1.1603615284, output_fired_time: 0.9077515602, propagate_forward_time: 29.8050098419, propagate_backward_time: 48.1527061462, weight_update_time: 0.0919968113, other_time: 1.7298851013
epoch time: 6.4133529663s, input_fired_time: 0.1356183141, output_fired_time: 0.0000000000, propagate_forward_time: 5.9699358940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3077988625
validation[          , genome  6813] predictions:    9731/  10000 (97.31%), best:    9783/10000 (97.83%), error:       915.48651, best error:       714.09265 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 81.7027893066s, input_fired_time: 1.1577919722, output_fired_time: 0.9069932103, propagate_forward_time: 29.7847976685, propagate_backward_time: 48.1270065308, weight_update_time: 0.0888023451, other_time: 1.7262039185
epoch time: 6.4168038368s, input_fired_time: 0.1380956173, output_fired_time: 0.0000000000, propagate_forward_time: 5.9663887024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3123197556
validation[          , genome  6813] predictions:    9780/  10000 (97.80%), best:    9783/10000 (97.83%), error:       714.77045, best error:       714.09265 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 81.6331787109s, input_fired_time: 1.1603900194, output_fired_time: 0.9067353010, propagate_forward_time: 29.7521266937, propagate_backward_time: 48.0855598450, weight_update_time: 0.0900861919, other_time: 1.7283592224
epoch time: 6.3937649727s, input_fired_time: 0.1358145326, output_fired_time: 0.0000000000, propagate_forward_time: 5.9488501549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3091001511
validation[          , genome  6813] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       687.10608, best error:       687.10608 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 81.7856750488s, input_fired_time: 1.1631706953, output_fired_time: 0.9067323208, propagate_forward_time: 29.8389778137, propagate_backward_time: 48.1486053467, weight_update_time: 0.0893599242, other_time: 1.7281913757
epoch time: 6.4155030251s, input_fired_time: 0.1355579942, output_fired_time: 0.0000000000, propagate_forward_time: 5.9705648422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3093800545
validation[          , genome  6813] predictions:    9785/  10000 (97.85%), best:    9796/10000 (97.96%), error:       743.74200, best error:       687.10608 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 81.7424774170s, input_fired_time: 1.1626958847, output_fired_time: 0.9131703973, propagate_forward_time: 29.8161602020, propagate_backward_time: 48.1347198486, weight_update_time: 0.0894228071, other_time: 1.7157287598
epoch time: 6.3856816292s, input_fired_time: 0.1356958002, output_fired_time: 0.0000000000, propagate_forward_time: 5.9428262711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3071594238
validation[          , genome  6813] predictions:    9785/  10000 (97.85%), best:    9796/10000 (97.96%), error:       736.44116, best error:       687.10608 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 81.8399581909s, input_fired_time: 1.1660804749, output_fired_time: 0.9149405956, propagate_forward_time: 29.8299198151, propagate_backward_time: 48.1985130310, weight_update_time: 0.0900420323, other_time: 1.7305030823
epoch time: 6.4031457901s, input_fired_time: 0.1368048638, output_fired_time: 0.0000000000, propagate_forward_time: 5.9604434967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3058972359
validation[          , genome  6813] predictions:    9743/  10000 (97.43%), best:    9796/10000 (97.96%), error:       839.96130, best error:       687.10608 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 82.0605850220s, input_fired_time: 1.1697132587, output_fired_time: 0.9226630926, propagate_forward_time: 29.8901844025, propagate_backward_time: 48.3502082825, weight_update_time: 0.0908164531, other_time: 1.7278175354
epoch time: 6.4259691238s, input_fired_time: 0.1379945278, output_fired_time: 0.0000000000, propagate_forward_time: 5.9822058678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3057684898
validation[          , genome  6813] predictions:    9783/  10000 (97.83%), best:    9796/10000 (97.96%), error:       743.47137, best error:       687.10608 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 81.9748306274s, input_fired_time: 1.1688296795, output_fired_time: 0.9150500298, propagate_forward_time: 29.8952102661, propagate_backward_time: 48.2584342957, weight_update_time: 0.0898613110, other_time: 1.7373085022
epoch time: 6.4108262062s, input_fired_time: 0.1376120150, output_fired_time: 0.0000000000, propagate_forward_time: 5.9587888718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3144254684
validation[          , genome  6813] predictions:    9789/  10000 (97.89%), best:    9796/10000 (97.96%), error:       729.47681, best error:       687.10608 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 81.9483795166s, input_fired_time: 1.1638098955, output_fired_time: 0.9153469205, propagate_forward_time: 29.8727569580, propagate_backward_time: 48.2755012512, weight_update_time: 0.0892417952, other_time: 1.7209663391
epoch time: 6.4179687500s, input_fired_time: 0.1361609995, output_fired_time: 0.0000000000, propagate_forward_time: 5.9724664688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3093414307
validation[          , genome  6813] predictions:    9783/  10000 (97.83%), best:    9796/10000 (97.96%), error:       708.97400, best error:       687.10608 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 81.9593811035s, input_fired_time: 1.1665012836, output_fired_time: 0.9203798771, propagate_forward_time: 29.8630504608, propagate_backward_time: 48.2752532959, weight_update_time: 0.0909293666, other_time: 1.7341918945
epoch time: 6.3938980103s, input_fired_time: 0.1362847984, output_fired_time: 0.0000000000, propagate_forward_time: 5.9471750259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3104381561
validation[          , genome  6813] predictions:    9752/  10000 (97.52%), best:    9796/10000 (97.96%), error:       755.88715, best error:       687.10608 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 81.8281631470s, input_fired_time: 1.1672987938, output_fired_time: 0.9120236039, propagate_forward_time: 29.8022861481, propagate_backward_time: 48.2110366821, weight_update_time: 0.0910824239, other_time: 1.7355194092
epoch time: 6.4010457993s, input_fired_time: 0.1372247636, output_fired_time: 0.0000000000, propagate_forward_time: 5.9524488449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3113722801
validation[          , genome  6813] predictions:    9764/  10000 (97.64%), best:    9796/10000 (97.96%), error:       823.40564, best error:       687.10608 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 82.0041427612s, input_fired_time: 1.1753288507, output_fired_time: 0.9153723717, propagate_forward_time: 29.8906497955, propagate_backward_time: 48.2954177856, weight_update_time: 0.0895294473, other_time: 1.7273712158
epoch time: 6.4087924957s, input_fired_time: 0.1359573305, output_fired_time: 0.0000000000, propagate_forward_time: 5.9662880898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3065471649
validation[          , genome  6813] predictions:    9771/  10000 (97.71%), best:    9796/10000 (97.96%), error:       770.16174, best error:       687.10608 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 81.6978683472s, input_fired_time: 1.1641991138, output_fired_time: 0.9060841799, propagate_forward_time: 29.8034038544, propagate_backward_time: 48.0888481140, weight_update_time: 0.0891260654, other_time: 1.7353324890
epoch time: 6.4060020447s, input_fired_time: 0.1372020394, output_fired_time: 0.0000000000, propagate_forward_time: 5.9587736130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3100261688
validation[          , genome  6813] predictions:    9777/  10000 (97.77%), best:    9796/10000 (97.96%), error:       720.12177, best error:       687.10608 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 82.0974349976s, input_fired_time: 1.1876848936, output_fired_time: 0.9196009636, propagate_forward_time: 29.9102420807, propagate_backward_time: 48.3330039978, weight_update_time: 0.0903319120, other_time: 1.7469062805
epoch time: 6.4087352753s, input_fired_time: 0.1368241757, output_fired_time: 0.0000000000, propagate_forward_time: 5.9615230560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3103880882
validation[          , genome  6813] predictions:    9771/  10000 (97.71%), best:    9796/10000 (97.96%), error:       739.02728, best error:       687.10608 on epoch:    33, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 81.8482589722s, input_fired_time: 1.1777864695, output_fired_time: 0.9189397693, propagate_forward_time: 29.8177909851, propagate_backward_time: 48.2013244629, weight_update_time: 0.0905959010, other_time: 1.7324180603
epoch time: 6.4017825127s, input_fired_time: 0.1366938204, output_fired_time: 0.0000000000, propagate_forward_time: 5.9546527863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3104357719
validation[          , genome  6813] predictions:    9769/  10000 (97.69%), best:    9796/10000 (97.96%), error:       726.49237, best error:       687.10608 on epoch:    33, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 81.6851882935s, input_fired_time: 1.1697425842, output_fired_time: 0.9065279365, propagate_forward_time: 29.7953224182, propagate_backward_time: 48.1015472412, weight_update_time: 0.0893829316, other_time: 1.7120475769
epoch time: 6.4078235626s, input_fired_time: 0.1376791000, output_fired_time: 0.0000000000, propagate_forward_time: 5.9594902992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3106541634
validation[          , genome  6813] predictions:    9783/  10000 (97.83%), best:    9796/10000 (97.96%), error:       696.29041, best error:       687.10608 on epoch:    33, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 81.9314956665s, input_fired_time: 1.1729980707, output_fired_time: 0.9142521024, propagate_forward_time: 29.8538017273, propagate_backward_time: 48.2622528076, weight_update_time: 0.0896075368, other_time: 1.7281913757
epoch time: 6.4132242203s, input_fired_time: 0.1392607689, output_fired_time: 0.0000000000, propagate_forward_time: 5.9641432762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3098201752
validation[          , genome  6813] predictions:    9740/  10000 (97.40%), best:    9796/10000 (97.96%), error:       823.03070, best error:       687.10608 on epoch:    33, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 81.8446807861s, input_fired_time: 1.1716660261, output_fired_time: 0.9153109789, propagate_forward_time: 29.8273029327, propagate_backward_time: 48.1992073059, weight_update_time: 0.0892308503, other_time: 1.7311897278
epoch time: 6.4253916740s, input_fired_time: 0.1381469816, output_fired_time: 0.0000000000, propagate_forward_time: 5.9780497551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3091950417
validation[          , genome  6813] predictions:    9772/  10000 (97.72%), best:    9796/10000 (97.96%), error:       735.94653, best error:       687.10608 on epoch:    33, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 81.9014511108s, input_fired_time: 1.1726257801, output_fired_time: 0.9164345860, propagate_forward_time: 29.8417778015, propagate_backward_time: 48.2436027527, weight_update_time: 0.0896964669, other_time: 1.7270126343
epoch time: 6.4121489525s, input_fired_time: 0.1368736476, output_fired_time: 0.0000000000, propagate_forward_time: 5.9689464569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3063287735
validation[          , genome  6813] predictions:    9723/  10000 (97.23%), best:    9796/10000 (97.96%), error:       886.52643, best error:       687.10608 on epoch:    33, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 81.8054580688s, input_fired_time: 1.1711611748, output_fired_time: 0.9102761745, propagate_forward_time: 29.7954578400, propagate_backward_time: 48.2009353638, weight_update_time: 0.0900435820, other_time: 1.7276306152
epoch time: 6.4148073196s, input_fired_time: 0.1384846866, output_fired_time: 0.0000000000, propagate_forward_time: 5.9665417671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3097810745
validation[          , genome  6813] predictions:    9779/  10000 (97.79%), best:    9796/10000 (97.96%), error:       732.98907, best error:       687.10608 on epoch:    33, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 81.7856979370s, input_fired_time: 1.1694964170, output_fired_time: 0.9158543944, propagate_forward_time: 29.8159122467, propagate_backward_time: 48.1575088501, weight_update_time: 0.0902868137, other_time: 1.7269287109
epoch time: 6.4096899033s, input_fired_time: 0.1374617517, output_fired_time: 0.0000000000, propagate_forward_time: 5.9655799866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3066482544
validation[          , genome  6813] predictions:    9736/  10000 (97.36%), best:    9796/10000 (97.96%), error:       875.68915, best error:       687.10608 on epoch:    33, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 81.9305496216s, input_fired_time: 1.1754478216, output_fired_time: 0.9205170870, propagate_forward_time: 29.8550472260, propagate_backward_time: 48.2504348755, weight_update_time: 0.0895415768, other_time: 1.7291030884
epoch time: 6.4048557281s, input_fired_time: 0.1364835948, output_fired_time: 0.0000000000, propagate_forward_time: 5.9575495720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3108224869
validation[          , genome  6813] predictions:    9780/  10000 (97.80%), best:    9796/10000 (97.96%), error:       697.26721, best error:       687.10608 on epoch:    33, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 81.8848495483s, input_fired_time: 1.1726006269, output_fired_time: 0.9142333269, propagate_forward_time: 29.8243217468, propagate_backward_time: 48.2500724792, weight_update_time: 0.0892625898, other_time: 1.7236251831
epoch time: 6.4164814949s, input_fired_time: 0.1385055631, output_fired_time: 0.0000000000, propagate_forward_time: 5.9707093239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3072667122
validation[          , genome  6813] predictions:    9793/  10000 (97.93%), best:    9796/10000 (97.96%), error:       720.14203, best error:       687.10608 on epoch:    33, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 82.0940933228s, input_fired_time: 1.1817523241, output_fired_time: 0.9202674031, propagate_forward_time: 29.8973274231, propagate_backward_time: 48.3633041382, weight_update_time: 0.0924319103, other_time: 1.7314414978
epoch time: 6.4412550926s, input_fired_time: 0.1411998719, output_fired_time: 0.0000000000, propagate_forward_time: 5.9908113480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3092436790
validation[          , genome  6813] predictions:    9741/  10000 (97.41%), best:    9796/10000 (97.96%), error:       850.76678, best error:       687.10608 on epoch:    33, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 82.2583923340s, input_fired_time: 1.1871641874, output_fired_time: 0.9270033240, propagate_forward_time: 29.9657897949, propagate_backward_time: 48.4505157471, weight_update_time: 0.0901077017, other_time: 1.7279205322
epoch time: 6.4267430305s, input_fired_time: 0.1383111179, output_fired_time: 0.0000000000, propagate_forward_time: 5.9813375473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3070945740
validation[          , genome  6813] predictions:    9780/  10000 (97.80%), best:    9796/10000 (97.96%), error:       747.57593, best error:       687.10608 on epoch:    33, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 81.7383651733s, input_fired_time: 1.1712372303, output_fired_time: 0.9122604728, propagate_forward_time: 29.8098526001, propagate_backward_time: 48.1174049377, weight_update_time: 0.0896218643, other_time: 1.7276115417
epoch time: 6.4072556496s, input_fired_time: 0.1364145279, output_fired_time: 0.0000000000, propagate_forward_time: 5.9616026878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3092384338
validation[          , genome  6813] predictions:    9776/  10000 (97.76%), best:    9796/10000 (97.96%), error:       744.01709, best error:       687.10608 on epoch:    33, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 82.0700683594s, input_fired_time: 1.2141556740, output_fired_time: 0.9180864692, propagate_forward_time: 29.9009590149, propagate_backward_time: 48.3135261536, weight_update_time: 0.0898099914, other_time: 1.7233428955
epoch time: 6.4156417847s, input_fired_time: 0.1386473179, output_fired_time: 0.0000000000, propagate_forward_time: 5.9686431885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3083515167
validation[          , genome  6813] predictions:    9769/  10000 (97.69%), best:    9796/10000 (97.96%), error:       747.95520, best error:       687.10608 on epoch:    33, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 87.2013092041s, input_fired_time: 1.2222275734, output_fired_time: 0.9817883372, propagate_forward_time: 31.6807174683, propagate_backward_time: 51.4554901123, weight_update_time: 0.1064969599, other_time: 1.8610839844
epoch time: 6.4461407661s, input_fired_time: 0.1422683299, output_fired_time: 0.0000000000, propagate_forward_time: 5.9957709312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3081016541
validation[          , genome  6813] predictions:    9757/  10000 (97.57%), best:    9796/10000 (97.96%), error:       804.49768, best error:       687.10608 on epoch:    33, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 106.0821228027s, input_fired_time: 1.1786618233, output_fired_time: 0.9203800559, propagate_forward_time: 48.3648223877, propagate_backward_time: 53.8790855408, weight_update_time: 0.0911057293, other_time: 1.7391700745
epoch time: 6.4297547340s, input_fired_time: 0.1403187811, output_fired_time: 0.0000000000, propagate_forward_time: 5.9777503014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3116855621
validation[          , genome  6813] predictions:    9763/  10000 (97.63%), best:    9796/10000 (97.96%), error:       774.47137, best error:       687.10608 on epoch:    33, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 85.8780364990s, input_fired_time: 1.2115088701, output_fired_time: 0.9445540905, propagate_forward_time: 31.1768302917, propagate_backward_time: 50.7388458252, weight_update_time: 0.1018596888, other_time: 1.8062934875
epoch time: 6.4255819321s, input_fired_time: 0.1372135878, output_fired_time: 0.0000000000, propagate_forward_time: 5.9812011719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3071670532
validation[          , genome  6813] predictions:    9752/  10000 (97.52%), best:    9796/10000 (97.96%), error:       811.70868, best error:       687.10608 on epoch:    33, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 81.8930358887s, input_fired_time: 1.1724117994, output_fired_time: 0.9123174548, propagate_forward_time: 29.8648281097, propagate_backward_time: 48.2203216553, weight_update_time: 0.0903331786, other_time: 1.7231597900
epoch time: 6.4040842056s, input_fired_time: 0.1383459419, output_fired_time: 0.0000000000, propagate_forward_time: 5.9549803734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3107581139
validation[          , genome  6813] predictions:    9742/  10000 (97.42%), best:    9796/10000 (97.96%), error:       866.00299, best error:       687.10608 on epoch:    33, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 82.0533294678s, input_fired_time: 1.1801739931, output_fired_time: 0.9293490052, propagate_forward_time: 29.9015769958, propagate_backward_time: 48.3120307922, weight_update_time: 0.0895894915, other_time: 1.7301940918
epoch time: 6.3975076675s, input_fired_time: 0.1382601708, output_fired_time: 0.0000000000, propagate_forward_time: 5.9514904022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3077569008
validation[          , genome  6813] predictions:    9776/  10000 (97.76%), best:    9796/10000 (97.96%), error:       742.90289, best error:       687.10608 on epoch:    33, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 81.7679901123s, input_fired_time: 1.1744811535, output_fired_time: 0.9124052525, propagate_forward_time: 29.8274021149, propagate_backward_time: 48.1283836365, weight_update_time: 0.0896734670, other_time: 1.7253150940
epoch time: 6.3976945877s, input_fired_time: 0.1383431852, output_fired_time: 0.0000000000, propagate_forward_time: 5.9520244598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3073267937
validation[          , genome  6813] predictions:    9769/  10000 (97.69%), best:    9796/10000 (97.96%), error:       780.42474, best error:       687.10608 on epoch:    33, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 81.9557113647s, input_fired_time: 1.1792433262, output_fired_time: 0.9141564965, propagate_forward_time: 29.9412612915, propagate_backward_time: 48.2076454163, weight_update_time: 0.0890797526, other_time: 1.7134056091
epoch time: 6.4231324196s, input_fired_time: 0.1394376308, output_fired_time: 0.0000000000, propagate_forward_time: 5.9760265350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3076682091
validation[          , genome  6813] predictions:    9737/  10000 (97.37%), best:    9796/10000 (97.96%), error:       860.43280, best error:       687.10608 on epoch:    33, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 81.9314422607s, input_fired_time: 1.1819914579, output_fired_time: 0.9174078703, propagate_forward_time: 29.8528785706, propagate_backward_time: 48.2566452026, weight_update_time: 0.0901232287, other_time: 1.7225227356
epoch time: 6.4229297638s, input_fired_time: 0.1405284405, output_fired_time: 0.0000000000, propagate_forward_time: 5.9758605957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3065404892
validation[          , genome  6813] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       658.27972, best error:       658.27972 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 81.9077682495s, input_fired_time: 1.1863090992, output_fired_time: 0.9155155420, propagate_forward_time: 29.8562431335, propagate_backward_time: 48.2219886780, weight_update_time: 0.0907066762, other_time: 1.7277145386
epoch time: 6.4158344269s, input_fired_time: 0.1393642277, output_fired_time: 0.0000000000, propagate_forward_time: 5.9686961174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3077740669
validation[          , genome  6813] predictions:    9796/  10000 (97.96%), best:    9798/10000 (97.98%), error:       666.49823, best error:       658.27972 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 81.7875137329s, input_fired_time: 1.1796190739, output_fired_time: 0.9094985723, propagate_forward_time: 29.8351764679, propagate_backward_time: 48.1407814026, weight_update_time: 0.0891503319, other_time: 1.7224388123
epoch time: 6.3872036934s, input_fired_time: 0.1379892379, output_fired_time: 0.0000000000, propagate_forward_time: 5.9430265427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3061881065
validation[          , genome  6813] predictions:    9753/  10000 (97.53%), best:    9798/10000 (97.98%), error:       772.60364, best error:       658.27972 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 81.7824096680s, input_fired_time: 1.1799229383, output_fired_time: 0.9084425569, propagate_forward_time: 29.8097171783, propagate_backward_time: 48.1565628052, weight_update_time: 0.0889406651, other_time: 1.7277679443
epoch time: 6.4093523026s, input_fired_time: 0.1392827779, output_fired_time: 0.0000000000, propagate_forward_time: 5.9582362175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3118333817
validation[          , genome  6813] predictions:    9724/  10000 (97.24%), best:    9798/10000 (97.98%), error:       887.81030, best error:       658.27972 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 81.8437347412s, input_fired_time: 1.1767796278, output_fired_time: 0.9060828090, propagate_forward_time: 29.8397884369, propagate_backward_time: 48.1859703064, weight_update_time: 0.0893347636, other_time: 1.7351112366
epoch time: 6.4178009033s, input_fired_time: 0.1389726549, output_fired_time: 0.0000000000, propagate_forward_time: 5.9691071510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3097209930
validation[          , genome  6813] predictions:    9776/  10000 (97.76%), best:    9798/10000 (97.98%), error:       759.94458, best error:       658.27972 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 81.7898864746s, input_fired_time: 1.1791483164, output_fired_time: 0.9094423056, propagate_forward_time: 29.8405361176, propagate_backward_time: 48.1209106445, weight_update_time: 0.0890675411, other_time: 1.7398529053
epoch time: 6.4066395760s, input_fired_time: 0.1391263604, output_fired_time: 0.0000000000, propagate_forward_time: 5.9563527107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3111605644
validation[          , genome  6813] predictions:    9722/  10000 (97.22%), best:    9798/10000 (97.98%), error:       895.63379, best error:       658.27972 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 81.6741027832s, input_fired_time: 1.1747103930, output_fired_time: 0.9069047570, propagate_forward_time: 29.7911090851, propagate_backward_time: 48.0770149231, weight_update_time: 0.0899670348, other_time: 1.7243614197
epoch time: 6.3961730003s, input_fired_time: 0.1416834891, output_fired_time: 0.0000000000, propagate_forward_time: 5.9472718239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3072175980
validation[          , genome  6813] predictions:    9758/  10000 (97.58%), best:    9798/10000 (97.98%), error:       790.25983, best error:       658.27972 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 81.8399124146s, input_fired_time: 1.1857684851, output_fired_time: 0.9120182991, propagate_forward_time: 29.8215866089, propagate_backward_time: 48.1944923401, weight_update_time: 0.0892483145, other_time: 1.7260475159
epoch time: 6.4144377708s, input_fired_time: 0.1401010603, output_fired_time: 0.0000000000, propagate_forward_time: 5.9641742706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3101625443
validation[          , genome  6813] predictions:    9747/  10000 (97.47%), best:    9798/10000 (97.98%), error:       821.42096, best error:       658.27972 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 81.7590637207s, input_fired_time: 1.1881586313, output_fired_time: 0.9079234004, propagate_forward_time: 29.8009529114, propagate_backward_time: 48.1325225830, weight_update_time: 0.0902684480, other_time: 1.7295112610
epoch time: 6.4066314697s, input_fired_time: 0.1395714134, output_fired_time: 0.0000000000, propagate_forward_time: 5.9500608444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3169994354
validation[          , genome  6813] predictions:    9772/  10000 (97.72%), best:    9798/10000 (97.98%), error:       748.53088, best error:       658.27972 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 81.7180709839s, input_fired_time: 1.1781558990, output_fired_time: 0.9062550664, propagate_forward_time: 29.8079490662, propagate_backward_time: 48.0940933228, weight_update_time: 0.0906770825, other_time: 1.7316169739
epoch time: 6.4232468605s, input_fired_time: 0.1426632255, output_fired_time: 0.0000000000, propagate_forward_time: 5.9740514755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3065323830
validation[          , genome  6813] predictions:    9757/  10000 (97.57%), best:    9798/10000 (97.98%), error:       749.80988, best error:       658.27972 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 82.6073150635s, input_fired_time: 1.2161066532, output_fired_time: 0.9063277841, propagate_forward_time: 30.0877513885, propagate_backward_time: 48.6789245605, weight_update_time: 0.0892081335, other_time: 1.7182006836
epoch time: 6.4007897377s, input_fired_time: 0.1397172958, output_fired_time: 0.0000000000, propagate_forward_time: 5.9518589973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3092136383
validation[          , genome  6813] predictions:    9741/  10000 (97.41%), best:    9798/10000 (97.98%), error:       848.90265, best error:       658.27972 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 81.6590805054s, input_fired_time: 1.1779469252, output_fired_time: 0.9010107517, propagate_forward_time: 29.7654972076, propagate_backward_time: 48.1000137329, weight_update_time: 0.0888091326, other_time: 1.7146148682
epoch time: 6.4278063774s, input_fired_time: 0.1388545483, output_fired_time: 0.0000000000, propagate_forward_time: 5.9775342941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3114175797
validation[          , genome  6813] predictions:    9795/  10000 (97.95%), best:    9798/10000 (97.98%), error:       679.54401, best error:       658.27972 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 81.6889724731s, input_fired_time: 1.1775152683, output_fired_time: 0.9034947157, propagate_forward_time: 29.7971591949, propagate_backward_time: 48.0846672058, weight_update_time: 0.0892623141, other_time: 1.7261390686
epoch time: 6.4251699448s, input_fired_time: 0.1402420104, output_fired_time: 0.0000000000, propagate_forward_time: 5.9741320610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3107957840
validation[          , genome  6813] predictions:    9760/  10000 (97.60%), best:    9798/10000 (97.98%), error:       734.25806, best error:       658.27972 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 81.6465911865s, input_fired_time: 1.1804465055, output_fired_time: 0.9043862224, propagate_forward_time: 29.7766761780, propagate_backward_time: 48.0623435974, weight_update_time: 0.0888202935, other_time: 1.7227401733
epoch time: 6.4121809006s, input_fired_time: 0.1387331933, output_fired_time: 0.0000000000, propagate_forward_time: 5.9646806717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3087668419
validation[          , genome  6813] predictions:    9806/  10000 (98.06%), best:    9798/10000 (97.98%), error:       664.92383, best error:       658.27972 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 94.7677688599s, input_fired_time: 1.2514576912, output_fired_time: 0.9463112950, propagate_forward_time: 40.9581184387, propagate_backward_time: 49.8169708252, weight_update_time: 0.1055172384, other_time: 1.7949104309
epoch time: 6.4255685806s, input_fired_time: 0.1413470656, output_fired_time: 0.0000000000, propagate_forward_time: 5.9741415977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3100800514
validation[          , genome  6813] predictions:    9784/  10000 (97.84%), best:    9798/10000 (97.98%), error:       713.20361, best error:       658.27972 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 81.6299667358s, input_fired_time: 1.1807188988, output_fired_time: 0.9026308060, propagate_forward_time: 29.7417964935, propagate_backward_time: 48.0933380127, weight_update_time: 0.0895260274, other_time: 1.7114791870
epoch time: 6.4082398415s, input_fired_time: 0.1399467587, output_fired_time: 0.0000000000, propagate_forward_time: 5.9642004967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3040924072
validation[          , genome  6813] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       652.39697, best error:       652.39697 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 81.6726303101s, input_fired_time: 1.1844532490, output_fired_time: 0.9010782242, propagate_forward_time: 29.7694911957, propagate_backward_time: 48.1111717224, weight_update_time: 0.0887656137, other_time: 1.7064323425
epoch time: 6.4029450417s, input_fired_time: 0.1398037821, output_fired_time: 0.0000000000, propagate_forward_time: 5.9576659203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3054752350
validation[          , genome  6813] predictions:    9802/  10000 (98.02%), best:    9798/10000 (97.98%), error:       674.36023, best error:       652.39697 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 81.7771606445s, input_fired_time: 1.1865566969, output_fired_time: 0.9055458903, propagate_forward_time: 29.8468589783, propagate_backward_time: 48.1128158569, weight_update_time: 0.0889288709, other_time: 1.7253837585
epoch time: 6.4197278023s, input_fired_time: 0.1405147463, output_fired_time: 0.0000000000, propagate_forward_time: 5.9720320702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3071808815
validation[          , genome  6813] predictions:    9797/  10000 (97.97%), best:    9797/10000 (97.97%), error:       647.20227, best error:       647.20227 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 81.6544952393s, input_fired_time: 1.1807078123, output_fired_time: 0.9000357389, propagate_forward_time: 29.8025817871, propagate_backward_time: 48.0612106323, weight_update_time: 0.0892753452, other_time: 1.7099609375
epoch time: 6.4081625938s, input_fired_time: 0.1403682828, output_fired_time: 0.0000000000, propagate_forward_time: 5.9615621567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3062319756
validation[          , genome  6813] predictions:    9786/  10000 (97.86%), best:    9797/10000 (97.97%), error:       720.12469, best error:       647.20227 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 81.7720870972s, input_fired_time: 1.1851263046, output_fired_time: 0.9036340117, propagate_forward_time: 29.8188800812, propagate_backward_time: 48.1560668945, weight_update_time: 0.0892299637, other_time: 1.7083816528
epoch time: 6.4075036049s, input_fired_time: 0.1406672001, output_fired_time: 0.0000000000, propagate_forward_time: 5.9608263969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3060097694
validation[          , genome  6813] predictions:    9781/  10000 (97.81%), best:    9797/10000 (97.97%), error:       727.00958, best error:       647.20227 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 81.6149978638s, input_fired_time: 1.1831195354, output_fired_time: 0.9024618268, propagate_forward_time: 29.7367877960, propagate_backward_time: 48.0811347961, weight_update_time: 0.0895546749, other_time: 1.7114982605
epoch time: 6.3991103172s, input_fired_time: 0.1402702332, output_fired_time: 0.0000000000, propagate_forward_time: 5.9516735077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3071665764
validation[          , genome  6813] predictions:    9785/  10000 (97.85%), best:    9797/10000 (97.97%), error:       699.83557, best error:       647.20227 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 81.7171020508s, input_fired_time: 1.1856019497, output_fired_time: 0.9051351547, propagate_forward_time: 29.8173561096, propagate_backward_time: 48.1021003723, weight_update_time: 0.0898168087, other_time: 1.7069091797
epoch time: 6.3946232796s, input_fired_time: 0.1446761787, output_fired_time: 0.0000000000, propagate_forward_time: 5.9430685043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3068785667
validation[          , genome  6813] predictions:    9794/  10000 (97.94%), best:    9797/10000 (97.97%), error:       692.30286, best error:       647.20227 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 81.6543731689s, input_fired_time: 1.1821938753, output_fired_time: 0.9020217061, propagate_forward_time: 29.7766895294, propagate_backward_time: 48.0703010559, weight_update_time: 0.0890358090, other_time: 1.7231636047
epoch time: 6.4038486481s, input_fired_time: 0.1385335475, output_fired_time: 0.0000000000, propagate_forward_time: 5.9616489410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3036661148
validation[          , genome  6813] predictions:    9775/  10000 (97.75%), best:    9797/10000 (97.97%), error:       727.82733, best error:       647.20227 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 81.6483840942s, input_fired_time: 1.1824132204, output_fired_time: 0.9000452757, propagate_forward_time: 29.7754478455, propagate_backward_time: 48.0896911621, weight_update_time: 0.0892893448, other_time: 1.7007865906
epoch time: 6.3919544220s, input_fired_time: 0.1403635591, output_fired_time: 0.0000000000, propagate_forward_time: 5.9485468864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3030438423
validation[          , genome  6813] predictions:    9798/  10000 (97.98%), best:    9797/10000 (97.97%), error:       660.92743, best error:       647.20227 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 81.6668243408s, input_fired_time: 1.1899590492, output_fired_time: 0.9012340903, propagate_forward_time: 29.7930088043, propagate_backward_time: 48.0725440979, weight_update_time: 0.0902615637, other_time: 1.7100791931
epoch time: 6.3985567093s, input_fired_time: 0.1416061074, output_fired_time: 0.0000000000, propagate_forward_time: 5.9477381706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3092122078
validation[          , genome  6813] predictions:    9809/  10000 (98.09%), best:    9809/10000 (98.09%), error:       641.82135, best error:       641.82135 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 81.5667953491s, input_fired_time: 1.1861649752, output_fired_time: 0.9009256363, propagate_forward_time: 29.7491283417, propagate_backward_time: 48.0319137573, weight_update_time: 0.0880990624, other_time: 1.6986618042
epoch time: 6.3883590698s, input_fired_time: 0.1411495060, output_fired_time: 0.0000000000, propagate_forward_time: 5.9453639984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3018455505
validation[          , genome  6813] predictions:    9786/  10000 (97.86%), best:    9809/10000 (98.09%), error:       703.01154, best error:       641.82135 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 81.6027297974s, input_fired_time: 1.1843407154, output_fired_time: 0.9011673927, propagate_forward_time: 29.7707614899, propagate_backward_time: 48.0499229431, weight_update_time: 0.0892393067, other_time: 1.6965370178
epoch time: 6.3957328796s, input_fired_time: 0.1426389813, output_fired_time: 0.0000000000, propagate_forward_time: 5.9478702545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3052234650
validation[          , genome  6813] predictions:    9795/  10000 (97.95%), best:    9809/10000 (98.09%), error:       671.76154, best error:       641.82135 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 81.5739593506s, input_fired_time: 1.1901547909, output_fired_time: 0.8989174962, propagate_forward_time: 29.7599811554, propagate_backward_time: 48.0225601196, weight_update_time: 0.0884819478, other_time: 1.7023468018
epoch time: 6.4032402039s, input_fired_time: 0.1413569748, output_fired_time: 0.0000000000, propagate_forward_time: 5.9542069435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3076763153
validation[          , genome  6813] predictions:    9818/  10000 (98.18%), best:    9818/10000 (98.18%), error:       633.28510, best error:       633.28510 on epoch:    92, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 81.4916458130s, input_fired_time: 1.1874170303, output_fired_time: 0.9005150795, propagate_forward_time: 29.7100181580, propagate_backward_time: 47.9921531677, weight_update_time: 0.0886290669, other_time: 1.7015457153
epoch time: 6.3927183151s, input_fired_time: 0.1418521106, output_fired_time: 0.0000000000, propagate_forward_time: 5.9485840797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3022823334
validation[          , genome  6813] predictions:    9784/  10000 (97.84%), best:    9818/10000 (98.18%), error:       731.24677, best error:       633.28510 on epoch:    92, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 81.6784667969s, input_fired_time: 1.1916851997, output_fired_time: 0.9016558528, propagate_forward_time: 29.7809410095, propagate_backward_time: 48.1030158997, weight_update_time: 0.0880244300, other_time: 1.7011642456
epoch time: 6.3868169785s, input_fired_time: 0.1416679919, output_fired_time: 0.0000000000, propagate_forward_time: 5.9429807663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3021683693
validation[          , genome  6813] predictions:    9799/  10000 (97.99%), best:    9818/10000 (98.18%), error:       663.39087, best error:       633.28510 on epoch:    92, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 81.6138229370s, input_fired_time: 1.1897476912, output_fired_time: 0.9007059932, propagate_forward_time: 29.7732009888, propagate_backward_time: 48.0526809692, weight_update_time: 0.0889509544, other_time: 1.6974868774
epoch time: 6.3968620300s, input_fired_time: 0.1411610097, output_fired_time: 0.0000000000, propagate_forward_time: 5.9514555931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3042454720
validation[          , genome  6813] predictions:    9795/  10000 (97.95%), best:    9818/10000 (98.18%), error:       673.07922, best error:       633.28510 on epoch:    92, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 81.5428237915s, input_fired_time: 1.1914806366, output_fired_time: 0.8978145123, propagate_forward_time: 29.7416172028, propagate_backward_time: 48.0137329102, weight_update_time: 0.0881258026, other_time: 1.6981811523
epoch time: 6.3856959343s, input_fired_time: 0.1395844370, output_fired_time: 0.0000000000, propagate_forward_time: 5.9410772324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3050341606
validation[          , genome  6813] predictions:    9792/  10000 (97.92%), best:    9818/10000 (98.18%), error:       692.79370, best error:       633.28510 on epoch:    92, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 81.5404052734s, input_fired_time: 1.1876163483, output_fired_time: 0.9006336331, propagate_forward_time: 29.7512283325, propagate_backward_time: 47.9948387146, weight_update_time: 0.0888346434, other_time: 1.7060890198
epoch time: 6.4527711868s, input_fired_time: 0.1420153975, output_fired_time: 0.0000000000, propagate_forward_time: 6.0069303513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3038253784
validation[          , genome  6813] predictions:    9800/  10000 (98.00%), best:    9818/10000 (98.18%), error:       672.04572, best error:       633.28510 on epoch:    92, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 81.4863052368s, input_fired_time: 1.1882046461, output_fired_time: 0.8976926208, propagate_forward_time: 29.7009086609, propagate_backward_time: 48.0006065369, weight_update_time: 0.0886371508, other_time: 1.6988983154
epoch time: 6.3960661888s, input_fired_time: 0.1424592286, output_fired_time: 0.0000000000, propagate_forward_time: 5.9488310814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3047757149
validation[          , genome  6813] predictions:    9800/  10000 (98.00%), best:    9818/10000 (98.18%), error:       690.32465, best error:       633.28510 on epoch:    92, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 81.5581741333s, input_fired_time: 1.1918934584, output_fired_time: 0.8995835185, propagate_forward_time: 29.7445812225, propagate_backward_time: 48.0161628723, weight_update_time: 0.0882856548, other_time: 1.7059516907
epoch time: 6.3725628853s, input_fired_time: 0.1401766688, output_fired_time: 0.0000000000, propagate_forward_time: 5.9284100533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3039760590
validation[          , genome  6813] predictions:    9788/  10000 (97.88%), best:    9818/10000 (98.18%), error:       705.52374, best error:       633.28510 on epoch:    92, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 81.5046615601s, input_fired_time: 1.1875938177, output_fired_time: 0.8973143697, propagate_forward_time: 29.7376422882, propagate_backward_time: 47.9850692749, weight_update_time: 0.0893767178, other_time: 1.6970443726
epoch time: 6.3909716606s, input_fired_time: 0.1413998902, output_fired_time: 0.0000000000, propagate_forward_time: 5.9460239410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3035478592
validation[          , genome  6813] predictions:    9804/  10000 (98.04%), best:    9818/10000 (98.18%), error:       638.59094, best error:       633.28510 on epoch:    92, 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: 32.2134208679s, input_fired_time: 0.7120466828, output_fired_time: 0.0000000000, propagate_forward_time: 29.9133758545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5879974365
best training[          , genome  6813] predictions:   49841/  50000 (99.68%), best:    9818/10000 (98.18%), error:       934.95135, best error:       633.28510 on epoch:    92, 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: 6.3924937248s, input_fired_time: 0.1398479491, output_fired_time: 0.0000000000, propagate_forward_time: 5.9504270554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3022189140
   testing[          , genome  6813] predictions:    9812/  10000 (98.12%), best:    9818/10000 (98.18%), error:       594.21545, best error:       633.28510 on epoch:    92, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:21:29 (5648): called boinc_finish(0)

</stderr_txt>
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