Nameexact_genome_1512568488_44_7123_0
Workunit2606971
Created8 Dec 2017, 0:03:04 UTC
Sent8 Dec 2017, 0:10:38 UTC
Report deadline13 Dec 2017, 21:12:53 UTC
Received8 Dec 2017, 2:33:54 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53799
Run time1 hours 39 min 37 sec
CPU time1 hours 39 min 13 sec
Validate stateValid
Credit1,469.14
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 54.4901351929s, input_fired_time: 0.7400917411, output_fired_time: 0.5364028811, propagate_forward_time: 21.1011714935, propagate_backward_time: 30.3283748627, weight_update_time: 0.0769120306, other_time: 1.7840900421
epoch time: 4.6535501480s, input_fired_time: 0.0793132409, output_fired_time: 0.0000000000, propagate_forward_time: 4.2554459572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3187909126
validation[          , genome  7123] predictions:    9606/  10000 (96.06%), best:    9694/10000 (96.94%), error:      1347.46436, best error:      1001.16180 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 54.3922233582s, input_fired_time: 0.7369875312, output_fired_time: 0.5251255631, propagate_forward_time: 21.0348682404, propagate_backward_time: 30.3176040649, weight_update_time: 0.0765742734, other_time: 1.7776336670
epoch time: 4.5357913971s, input_fired_time: 0.0768223926, output_fired_time: 0.0000000000, propagate_forward_time: 4.1558475494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3031215668
validation[          , genome  7123] predictions:    9682/  10000 (96.82%), best:    9694/10000 (96.94%), error:      1049.46130, best error:      1001.16180 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 53.8492736816s, input_fired_time: 0.7221278548, output_fired_time: 0.5203080773, propagate_forward_time: 20.8421630859, propagate_backward_time: 30.0423431396, weight_update_time: 0.0749906451, other_time: 1.7223320007
epoch time: 4.5527620316s, input_fired_time: 0.0763742551, output_fired_time: 0.0000000000, propagate_forward_time: 4.1737675667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3026204109
validation[          , genome  7123] predictions:    9625/  10000 (96.25%), best:    9694/10000 (96.94%), error:      1189.06396, best error:      1001.16180 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 53.8256645203s, input_fired_time: 0.7261630893, output_fired_time: 0.5215401649, propagate_forward_time: 20.8404808044, propagate_backward_time: 30.0022525787, weight_update_time: 0.0750381798, other_time: 1.7352275848
epoch time: 4.6097850800s, input_fired_time: 0.0793517306, output_fired_time: 0.0000000000, propagate_forward_time: 4.2100129128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3204202652
validation[          , genome  7123] predictions:    9616/  10000 (96.16%), best:    9694/10000 (96.94%), error:      1243.11121, best error:      1001.16180 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 54.5961341858s, input_fired_time: 0.7427127361, output_fired_time: 0.5301566124, propagate_forward_time: 21.1029682159, propagate_backward_time: 30.4314880371, weight_update_time: 0.0767850280, other_time: 1.7888107300
epoch time: 4.5331983566s, input_fired_time: 0.0768373609, output_fired_time: 0.0000000000, propagate_forward_time: 4.1539125443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3024482727
validation[          , genome  7123] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       947.53186, best error:       947.53186 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 53.7335624695s, input_fired_time: 0.7279402614, output_fired_time: 0.5217722654, propagate_forward_time: 20.7969322205, propagate_backward_time: 29.9588260651, weight_update_time: 0.0753494874, other_time: 1.7280941010
epoch time: 4.5326175690s, input_fired_time: 0.0775611997, output_fired_time: 0.0000000000, propagate_forward_time: 4.1538066864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3012495041
validation[          , genome  7123] predictions:    9707/  10000 (97.07%), best:    9722/10000 (97.22%), error:       985.14240, best error:       947.53186 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 54.0489196777s, input_fired_time: 0.7364404202, output_fired_time: 0.5239115357, propagate_forward_time: 20.9085102081, propagate_backward_time: 30.0956439972, weight_update_time: 0.0762037858, other_time: 1.7844161987
epoch time: 4.8482480049s, input_fired_time: 0.0824530497, output_fired_time: 0.0000000000, propagate_forward_time: 4.3841795921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3816151619
validation[          , genome  7123] predictions:    9721/  10000 (97.21%), best:    9722/10000 (97.22%), error:       977.10187, best error:       947.53186 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 54.6116294861s, input_fired_time: 0.7467854619, output_fired_time: 0.5387190580, propagate_forward_time: 21.1276149750, propagate_backward_time: 30.4081726074, weight_update_time: 0.0768683106, other_time: 1.7903366089
epoch time: 4.7895774841s, input_fired_time: 0.0882074162, output_fired_time: 0.0000000000, propagate_forward_time: 4.3901991844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3111710548
validation[          , genome  7123] predictions:    9719/  10000 (97.19%), best:    9722/10000 (97.22%), error:       956.14905, best error:       947.53186 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 54.8728294373s, input_fired_time: 0.7477961779, output_fired_time: 0.5308616161, propagate_forward_time: 21.1860961914, propagate_backward_time: 30.5658454895, weight_update_time: 0.0771366432, other_time: 1.8422317505
epoch time: 4.6072292328s, input_fired_time: 0.0811327174, output_fired_time: 0.0000000000, propagate_forward_time: 4.2131900787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3129062653
validation[          , genome  7123] predictions:    9715/  10000 (97.15%), best:    9722/10000 (97.22%), error:       948.21381, best error:       947.53186 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 54.4780082703s, input_fired_time: 0.7386072278, output_fired_time: 0.5284935236, propagate_forward_time: 21.0535964966, propagate_backward_time: 30.3916530609, weight_update_time: 0.0757249966, other_time: 1.7656612396
epoch time: 4.5308380127s, input_fired_time: 0.0764337182, output_fired_time: 0.0000000000, propagate_forward_time: 4.1536421776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3007621765
validation[          , genome  7123] predictions:    9702/  10000 (97.02%), best:    9722/10000 (97.22%), error:       966.50159, best error:       947.53186 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 54.3430633545s, input_fired_time: 0.7355132699, output_fired_time: 0.5278537869, propagate_forward_time: 21.0597324371, propagate_backward_time: 30.2620182037, weight_update_time: 0.0758368522, other_time: 1.7579479218
epoch time: 4.6561307907s, input_fired_time: 0.0806168765, output_fired_time: 0.0000000000, propagate_forward_time: 4.2593588829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3161549568
validation[          , genome  7123] predictions:    9607/  10000 (96.07%), best:    9722/10000 (97.22%), error:      1251.39893, best error:       947.53186 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 54.3933372498s, input_fired_time: 0.7424253821, output_fired_time: 0.5312564969, propagate_forward_time: 21.0445384979, propagate_backward_time: 30.3068275452, weight_update_time: 0.0763253272, other_time: 1.7682914734
epoch time: 4.6591444016s, input_fired_time: 0.0852099806, output_fired_time: 0.0000000000, propagate_forward_time: 4.2598481178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3140864372
validation[          , genome  7123] predictions:    9630/  10000 (96.30%), best:    9722/10000 (97.22%), error:      1308.14148, best error:       947.53186 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 53.8212547302s, input_fired_time: 0.7302255034, output_fired_time: 0.5231952071, propagate_forward_time: 20.8879909515, propagate_backward_time: 29.9673709869, weight_update_time: 0.0752949640, other_time: 1.7124748230
epoch time: 4.6102366447s, input_fired_time: 0.0786487311, output_fired_time: 0.0000000000, propagate_forward_time: 4.2175545692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3140335083
validation[          , genome  7123] predictions:    9649/  10000 (96.49%), best:    9722/10000 (97.22%), error:      1077.15698, best error:       947.53186 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 54.8994293213s, input_fired_time: 0.7604802847, output_fired_time: 0.5300152302, propagate_forward_time: 21.2275333405, propagate_backward_time: 30.5563812256, weight_update_time: 0.0771460682, other_time: 1.8250198364
epoch time: 4.5311331749s, input_fired_time: 0.0784919187, output_fired_time: 0.0000000000, propagate_forward_time: 4.1500835419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3025579453
validation[          , genome  7123] predictions:    9686/  10000 (96.86%), best:    9722/10000 (97.22%), error:       997.14288, best error:       947.53186 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 54.9156227112s, input_fired_time: 0.7488858104, output_fired_time: 0.5336163640, propagate_forward_time: 21.1686897278, propagate_backward_time: 30.6256256104, weight_update_time: 0.0831975564, other_time: 1.8388061523
epoch time: 4.6455149651s, input_fired_time: 0.0773676708, output_fired_time: 0.0000000000, propagate_forward_time: 4.2589087486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3092384338
validation[          , genome  7123] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       899.28986, best error:       899.28986 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 53.9209632874s, input_fired_time: 0.7342816591, output_fired_time: 0.5244512558, propagate_forward_time: 20.8529682159, propagate_backward_time: 30.0807609558, weight_update_time: 0.0756128952, other_time: 1.7284984589
epoch time: 4.5303659439s, input_fired_time: 0.0798660293, output_fired_time: 0.0000000000, propagate_forward_time: 4.1491646767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3013353348
validation[          , genome  7123] predictions:    9651/  10000 (96.51%), best:    9726/10000 (97.26%), error:      1139.45520, best error:       899.28986 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 55.2438735962s, input_fired_time: 0.7588286400, output_fired_time: 0.5342533588, propagate_forward_time: 21.3234024048, propagate_backward_time: 30.7456359863, weight_update_time: 0.0779034719, other_time: 1.8817558289
epoch time: 4.6723895073s, input_fired_time: 0.0823505670, output_fired_time: 0.0000000000, propagate_forward_time: 4.2725763321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3174624443
validation[          , genome  7123] predictions:    9710/  10000 (97.10%), best:    9726/10000 (97.26%), error:       996.13721, best error:       899.28986 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 54.6924018860s, input_fired_time: 0.7445736527, output_fired_time: 0.5278747678, propagate_forward_time: 21.1552352905, propagate_backward_time: 30.4654464722, weight_update_time: 0.0764728040, other_time: 1.7992706299
epoch time: 4.5362501144s, input_fired_time: 0.0787503123, output_fired_time: 0.0000000000, propagate_forward_time: 4.1549086571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3025913239
validation[          , genome  7123] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       873.55798, best error:       873.55798 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 57.1472702026s, input_fired_time: 0.7736744285, output_fired_time: 0.5507661104, propagate_forward_time: 21.9130592346, propagate_backward_time: 31.8362121582, weight_update_time: 0.0800910667, other_time: 2.0735588074
epoch time: 4.5415720940s, input_fired_time: 0.0781906322, output_fired_time: 0.0000000000, propagate_forward_time: 4.1602559090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3031253815
validation[          , genome  7123] predictions:    9710/  10000 (97.10%), best:    9732/10000 (97.32%), error:       956.18640, best error:       873.55798 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 55.5080986023s, input_fired_time: 0.7586577535, output_fired_time: 0.5446864963, propagate_forward_time: 21.4376392365, propagate_backward_time: 30.8830070496, weight_update_time: 0.0779378340, other_time: 1.8841056824
epoch time: 4.6758551598s, input_fired_time: 0.0846617147, output_fired_time: 0.0000000000, propagate_forward_time: 4.2678604126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3233332634
validation[          , genome  7123] predictions:    9662/  10000 (96.62%), best:    9732/10000 (97.32%), error:      1097.53101, best error:       873.55798 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 54.6435508728s, input_fired_time: 0.7444036007, output_fired_time: 0.5323641300, propagate_forward_time: 21.0625953674, propagate_backward_time: 30.5337619781, weight_update_time: 0.0762203932, other_time: 1.7704257965
epoch time: 4.5730500221s, input_fired_time: 0.0798221603, output_fired_time: 0.0000000000, propagate_forward_time: 4.1852002144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3080277443
validation[          , genome  7123] predictions:    9721/  10000 (97.21%), best:    9732/10000 (97.32%), error:       896.83905, best error:       873.55798 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 55.5167694092s, input_fired_time: 0.7556493878, output_fired_time: 0.5400630236, propagate_forward_time: 21.3869438171, propagate_backward_time: 30.9460716248, weight_update_time: 0.0773245692, other_time: 1.8880424500
epoch time: 4.5687394142s, input_fired_time: 0.0797212794, output_fired_time: 0.0000000000, propagate_forward_time: 4.1797080040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3093099594
validation[          , genome  7123] predictions:    9706/  10000 (97.06%), best:    9732/10000 (97.32%), error:       992.67419, best error:       873.55798 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 55.0188903809s, input_fired_time: 0.7586028576, output_fired_time: 0.5319512486, propagate_forward_time: 21.2249813080, propagate_backward_time: 30.6745586395, weight_update_time: 0.0870927349, other_time: 1.8287982941
epoch time: 4.5569100380s, input_fired_time: 0.0797727257, output_fired_time: 0.0000000000, propagate_forward_time: 4.1728706360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3042664528
validation[          , genome  7123] predictions:    9596/  10000 (95.96%), best:    9732/10000 (97.32%), error:      1312.07861, best error:       873.55798 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 54.6788864136s, input_fired_time: 0.7474945188, output_fired_time: 0.5281082988, propagate_forward_time: 21.1228084564, propagate_backward_time: 30.5140666962, weight_update_time: 0.0765311792, other_time: 1.7664127350
epoch time: 4.5491747856s, input_fired_time: 0.0802626982, output_fired_time: 0.0000000000, propagate_forward_time: 4.1624107361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3065013885
validation[          , genome  7123] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       845.70099, best error:       845.70099 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 54.6045951843s, input_fired_time: 0.7388078570, output_fired_time: 0.5273401141, propagate_forward_time: 21.1195697784, propagate_backward_time: 30.4388027191, weight_update_time: 0.0762863159, other_time: 1.7800769806
epoch time: 4.5616364479s, input_fired_time: 0.0793126523, output_fired_time: 0.0000000000, propagate_forward_time: 4.1798343658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3024892807
validation[          , genome  7123] predictions:    9738/  10000 (97.38%), best:    9740/10000 (97.40%), error:       860.25195, best error:       845.70099 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 54.2037773132s, input_fired_time: 0.7345975041, output_fired_time: 0.5535436273, propagate_forward_time: 21.0136108398, propagate_backward_time: 30.1774921417, weight_update_time: 0.0757433698, other_time: 1.7245349884
epoch time: 4.5862083435s, input_fired_time: 0.0778224841, output_fired_time: 0.0000000000, propagate_forward_time: 4.2074127197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3009729385
validation[          , genome  7123] predictions:    9724/  10000 (97.24%), best:    9740/10000 (97.40%), error:       898.46930, best error:       845.70099 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 54.0532646179s, input_fired_time: 0.7343828678, output_fired_time: 0.5252067447, propagate_forward_time: 20.8857574463, propagate_backward_time: 30.1747207642, weight_update_time: 0.0754178464, other_time: 1.7331962585
epoch time: 4.5543189049s, input_fired_time: 0.0791073218, output_fired_time: 0.0000000000, propagate_forward_time: 4.1699476242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3052639961
validation[          , genome  7123] predictions:    9570/  10000 (95.70%), best:    9740/10000 (97.40%), error:      1445.20386, best error:       845.70099 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 54.1659545898s, input_fired_time: 0.7571777701, output_fired_time: 0.5243689418, propagate_forward_time: 20.9690876007, propagate_backward_time: 30.1802501678, weight_update_time: 0.0756024048, other_time: 1.7350692749
epoch time: 4.5477390289s, input_fired_time: 0.0788681284, output_fired_time: 0.0000000000, propagate_forward_time: 4.1648726463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3039984703
validation[          , genome  7123] predictions:    9727/  10000 (97.27%), best:    9740/10000 (97.40%), error:       955.54407, best error:       845.70099 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 54.3472671509s, input_fired_time: 0.7370750308, output_fired_time: 0.5479798913, propagate_forward_time: 20.9696636200, propagate_backward_time: 30.3514575958, weight_update_time: 0.0756533369, other_time: 1.7410869598
epoch time: 4.5617256165s, input_fired_time: 0.0810812414, output_fired_time: 0.0000000000, propagate_forward_time: 4.1754670143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3051772118
validation[          , genome  7123] predictions:    9685/  10000 (96.85%), best:    9740/10000 (97.40%), error:      1062.89526, best error:       845.70099 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 53.9428215027s, input_fired_time: 0.7375369072, output_fired_time: 0.5232638717, propagate_forward_time: 20.8931217194, propagate_backward_time: 30.0670127869, weight_update_time: 0.0755758062, other_time: 1.7218875885
epoch time: 4.5504322052s, input_fired_time: 0.0782132372, output_fired_time: 0.0000000000, propagate_forward_time: 4.1694111824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3028078079
validation[          , genome  7123] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       819.94922, best error:       819.94922 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 53.9611320496s, input_fired_time: 0.7346610427, output_fired_time: 0.5200641155, propagate_forward_time: 20.9223632812, propagate_backward_time: 30.0682277679, weight_update_time: 0.0753322914, other_time: 1.7158145905
epoch time: 4.5499854088s, input_fired_time: 0.0801858157, output_fired_time: 0.0000000000, propagate_forward_time: 4.1649703979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3048291206
validation[          , genome  7123] predictions:    9711/  10000 (97.11%), best:    9767/10000 (97.67%), error:       963.83521, best error:       819.94922 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 54.0379142761s, input_fired_time: 0.7316151261, output_fired_time: 0.5209922791, propagate_forward_time: 20.9630718231, propagate_backward_time: 30.1221103668, weight_update_time: 0.0730825141, other_time: 1.7001228333
epoch time: 4.5451364517s, input_fired_time: 0.0748998225, output_fired_time: 0.0000000000, propagate_forward_time: 4.1735391617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2966976166
validation[          , genome  7123] predictions:    9598/  10000 (95.98%), best:    9767/10000 (97.67%), error:      1327.74927, best error:       819.94922 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 53.8395195007s, input_fired_time: 0.7270828485, output_fired_time: 0.5262133479, propagate_forward_time: 20.8457775116, propagate_backward_time: 30.0757789612, weight_update_time: 0.0723744184, other_time: 1.6646671295
epoch time: 4.5379009247s, input_fired_time: 0.0744711831, output_fired_time: 0.0000000000, propagate_forward_time: 4.1690683365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2943615913
validation[          , genome  7123] predictions:    9544/  10000 (95.44%), best:    9767/10000 (97.67%), error:      1494.03662, best error:       819.94922 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 53.9992942810s, input_fired_time: 0.7337226868, output_fired_time: 0.5206048489, propagate_forward_time: 20.9088802338, propagate_backward_time: 30.1281623840, weight_update_time: 0.0748544931, other_time: 1.7079257965
epoch time: 4.5890302658s, input_fired_time: 0.0798088610, output_fired_time: 0.0000000000, propagate_forward_time: 4.1969690323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3122525215
validation[          , genome  7123] predictions:    9653/  10000 (96.53%), best:    9767/10000 (97.67%), error:      1163.14722, best error:       819.94922 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 53.7275543213s, input_fired_time: 0.7211113572, output_fired_time: 0.5266472101, propagate_forward_time: 20.8284854889, propagate_backward_time: 29.9896011353, weight_update_time: 0.0731638819, other_time: 1.6617107391
epoch time: 4.5317311287s, input_fired_time: 0.0734746456, output_fired_time: 0.0000000000, propagate_forward_time: 4.1576180458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3006386757
validation[          , genome  7123] predictions:    9678/  10000 (96.78%), best:    9767/10000 (97.67%), error:      1080.24817, best error:       819.94922 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 53.7673416138s, input_fired_time: 0.7293539047, output_fired_time: 0.5177466273, propagate_forward_time: 20.8501968384, propagate_backward_time: 30.0089855194, weight_update_time: 0.0734082535, other_time: 1.6610584259
epoch time: 4.5623898506s, input_fired_time: 0.0791968033, output_fired_time: 0.0000000000, propagate_forward_time: 4.1761693954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3070235252
validation[          , genome  7123] predictions:    9715/  10000 (97.15%), best:    9767/10000 (97.67%), error:      1002.33533, best error:       819.94922 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 54.3195037842s, input_fired_time: 0.7425913811, output_fired_time: 0.5192015171, propagate_forward_time: 21.0363292694, propagate_backward_time: 30.3214111328, weight_update_time: 0.0748152658, other_time: 1.6999664307
epoch time: 4.5511751175s, input_fired_time: 0.0748210102, output_fired_time: 0.0000000000, propagate_forward_time: 4.1813220978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2950320244
validation[          , genome  7123] predictions:    9698/  10000 (96.98%), best:    9767/10000 (97.67%), error:      1029.62769, best error:       819.94922 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 54.0532646179s, input_fired_time: 0.7395124435, output_fired_time: 0.5217329264, propagate_forward_time: 20.8818721771, propagate_backward_time: 30.1896076202, weight_update_time: 0.0757311806, other_time: 1.7205390930
epoch time: 4.5598030090s, input_fired_time: 0.0734947175, output_fired_time: 0.0000000000, propagate_forward_time: 4.1924238205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2938842773
validation[          , genome  7123] predictions:    9632/  10000 (96.32%), best:    9767/10000 (97.67%), error:      1224.13818, best error:       819.94922 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 54.2013702393s, input_fired_time: 0.7576167583, output_fired_time: 0.5214441419, propagate_forward_time: 20.9560508728, propagate_backward_time: 30.2049446106, weight_update_time: 0.0777712166, other_time: 1.7613143921
epoch time: 4.5734314919s, input_fired_time: 0.0818621442, output_fired_time: 0.0000000000, propagate_forward_time: 4.1828994751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3086700439
validation[          , genome  7123] predictions:    9665/  10000 (96.65%), best:    9767/10000 (97.67%), error:      1107.90955, best error:       819.94922 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 54.1298675537s, input_fired_time: 0.7509757280, output_fired_time: 0.5214393735, propagate_forward_time: 20.9364013672, propagate_backward_time: 30.1827259064, weight_update_time: 0.0764074326, other_time: 1.7383251190
epoch time: 4.5433902740s, input_fired_time: 0.0798825845, output_fired_time: 0.0000000000, propagate_forward_time: 4.1568355560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3066720963
validation[          , genome  7123] predictions:    9701/  10000 (97.01%), best:    9767/10000 (97.67%), error:      1044.09131, best error:       819.94922 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 54.2949256897s, input_fired_time: 0.7469438910, output_fired_time: 0.5247181058, propagate_forward_time: 20.9189167023, propagate_backward_time: 30.3566226959, weight_update_time: 0.0761795491, other_time: 1.7477245331
epoch time: 4.6449761391s, input_fired_time: 0.0753235742, output_fired_time: 0.0000000000, propagate_forward_time: 4.2604227066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3092298508
validation[          , genome  7123] predictions:    9733/  10000 (97.33%), best:    9767/10000 (97.67%), error:       888.99908, best error:       819.94922 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 54.2108917236s, input_fired_time: 0.7334463000, output_fired_time: 0.5205814242, propagate_forward_time: 20.9527530670, propagate_backward_time: 30.2853412628, weight_update_time: 0.0741768330, other_time: 1.7187709808
epoch time: 4.5494742393s, input_fired_time: 0.0796335787, output_fired_time: 0.0000000000, propagate_forward_time: 4.1643662453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3054742813
validation[          , genome  7123] predictions:    9722/  10000 (97.22%), best:    9767/10000 (97.67%), error:       939.77094, best error:       819.94922 on epoch:    43, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 53.8602676392s, input_fired_time: 0.7337987423, output_fired_time: 0.5185141563, propagate_forward_time: 20.8686504364, propagate_backward_time: 30.0281963348, weight_update_time: 0.0751080513, other_time: 1.7111091614
epoch time: 4.5423359871s, input_fired_time: 0.0791882575, output_fired_time: 0.0000000000, propagate_forward_time: 4.1598806381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3032670021
validation[          , genome  7123] predictions:    9761/  10000 (97.61%), best:    9767/10000 (97.67%), error:       839.76428, best error:       819.94922 on epoch:    43, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 53.7709236145s, input_fired_time: 0.7352192998, output_fired_time: 0.5185586214, propagate_forward_time: 20.8394107819, propagate_backward_time: 29.9779567719, weight_update_time: 0.0747140944, other_time: 1.6997795105
epoch time: 4.5202312469s, input_fired_time: 0.0757137313, output_fired_time: 0.0000000000, propagate_forward_time: 4.1505999565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2939176559
validation[          , genome  7123] predictions:    9705/  10000 (97.05%), best:    9767/10000 (97.67%), error:      1052.65381, best error:       819.94922 on epoch:    43, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 53.8925094604s, input_fired_time: 0.7317103744, output_fired_time: 0.5193645954, propagate_forward_time: 20.8113536835, propagate_backward_time: 30.1347465515, weight_update_time: 0.0744145736, other_time: 1.6953372955
epoch time: 4.5482945442s, input_fired_time: 0.0797745958, output_fired_time: 0.0000000000, propagate_forward_time: 4.1640367508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3044834137
validation[          , genome  7123] predictions:    9719/  10000 (97.19%), best:    9767/10000 (97.67%), error:       947.81506, best error:       819.94922 on epoch:    43, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 53.8408851624s, input_fired_time: 0.7459061742, output_fired_time: 0.5202594399, propagate_forward_time: 20.8161106110, propagate_backward_time: 30.0144100189, weight_update_time: 0.0763482600, other_time: 1.7441978455
epoch time: 4.6375269890s, input_fired_time: 0.0755641833, output_fired_time: 0.0000000000, propagate_forward_time: 4.2652077675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2967548370
validation[          , genome  7123] predictions:    9735/  10000 (97.35%), best:    9767/10000 (97.67%), error:       922.42908, best error:       819.94922 on epoch:    43, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 53.9141044617s, input_fired_time: 0.7265990973, output_fired_time: 0.5174923539, propagate_forward_time: 20.8674030304, propagate_backward_time: 30.1307144165, weight_update_time: 0.0724014789, other_time: 1.6718921661
epoch time: 4.5902109146s, input_fired_time: 0.0831716731, output_fired_time: 0.0000000000, propagate_forward_time: 4.1973161697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3097229004
validation[          , genome  7123] predictions:    9718/  10000 (97.18%), best:    9767/10000 (97.67%), error:       944.97699, best error:       819.94922 on epoch:    43, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 54.3574714661s, input_fired_time: 0.7443368435, output_fired_time: 0.5221052170, propagate_forward_time: 20.9868793488, propagate_backward_time: 30.3576869965, weight_update_time: 0.0760288611, other_time: 1.7464618683
epoch time: 4.5953578949s, input_fired_time: 0.0764908344, output_fired_time: 0.0000000000, propagate_forward_time: 4.2109742165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3078927994
validation[          , genome  7123] predictions:    9627/  10000 (96.27%), best:    9767/10000 (97.67%), error:      1192.37646, best error:       819.94922 on epoch:    43, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 54.1625404358s, input_fired_time: 0.7442958355, output_fired_time: 0.5210614204, propagate_forward_time: 20.9557037354, propagate_backward_time: 30.1879291534, weight_update_time: 0.0759648085, other_time: 1.7535495758
epoch time: 4.5335659981s, input_fired_time: 0.0791130662, output_fired_time: 0.0000000000, propagate_forward_time: 4.1525120735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3019409180
validation[          , genome  7123] predictions:    9731/  10000 (97.31%), best:    9767/10000 (97.67%), error:       946.45117, best error:       819.94922 on epoch:    43, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 53.8600959778s, input_fired_time: 0.7442629337, output_fired_time: 0.5192942023, propagate_forward_time: 20.8188858032, propagate_backward_time: 30.0487003326, weight_update_time: 0.0764540732, other_time: 1.7289524078
epoch time: 4.5220375061s, input_fired_time: 0.0786742643, output_fired_time: 0.0000000000, propagate_forward_time: 4.1437439919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2996191978
validation[          , genome  7123] predictions:    9754/  10000 (97.54%), best:    9767/10000 (97.67%), error:       821.33124, best error:       819.94922 on epoch:    43, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 54.0820465088s, input_fired_time: 0.7523783445, output_fired_time: 0.5214017034, propagate_forward_time: 20.8968029022, propagate_backward_time: 30.1565876007, weight_update_time: 0.0770564377, other_time: 1.7548789978
epoch time: 4.5411005020s, input_fired_time: 0.0798847750, output_fired_time: 0.0000000000, propagate_forward_time: 4.1576557159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3035597801
validation[          , genome  7123] predictions:    9751/  10000 (97.51%), best:    9767/10000 (97.67%), error:       820.30072, best error:       819.94922 on epoch:    43, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 54.3160820007s, input_fired_time: 0.7562234402, output_fired_time: 0.5272610188, propagate_forward_time: 20.9295005798, propagate_backward_time: 30.3442916870, weight_update_time: 0.0762455016, other_time: 1.7588081360
epoch time: 4.5823483467s, input_fired_time: 0.0809112787, output_fired_time: 0.0000000000, propagate_forward_time: 4.1900115013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3114256859
validation[          , genome  7123] predictions:    9756/  10000 (97.56%), best:    9767/10000 (97.67%), error:       831.57367, best error:       819.94922 on epoch:    43, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 54.2237777710s, input_fired_time: 0.7243575454, output_fired_time: 0.5201704502, propagate_forward_time: 20.9539775848, propagate_backward_time: 30.3548908234, weight_update_time: 0.0729827657, other_time: 1.6703777313
epoch time: 4.7554011345s, input_fired_time: 0.0767365023, output_fired_time: 0.0000000000, propagate_forward_time: 4.3709883690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3076763153
validation[          , genome  7123] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       795.86469, best error:       795.86469 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 54.1328773499s, input_fired_time: 0.7390937209, output_fired_time: 0.5237071514, propagate_forward_time: 21.0779895782, propagate_backward_time: 30.0878009796, weight_update_time: 0.0745608062, other_time: 1.7042846680
epoch time: 4.6408390999s, input_fired_time: 0.0842949301, output_fired_time: 0.0000000000, propagate_forward_time: 4.2375741005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3189702034
validation[          , genome  7123] predictions:    9565/  10000 (95.65%), best:    9776/10000 (97.76%), error:      1424.49402, best error:       795.86469 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 54.5058288574s, input_fired_time: 0.7559486032, output_fired_time: 0.5300431848, propagate_forward_time: 21.0816192627, propagate_backward_time: 30.3684978485, weight_update_time: 0.0766601413, other_time: 1.7697200775
epoch time: 4.5492806435s, input_fired_time: 0.0815457478, output_fired_time: 0.0000000000, propagate_forward_time: 4.1630077362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3047270775
validation[          , genome  7123] predictions:    9642/  10000 (96.42%), best:    9776/10000 (97.76%), error:      1155.85266, best error:       795.86469 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 54.2253532410s, input_fired_time: 0.7439747453, output_fired_time: 0.5220223069, propagate_forward_time: 20.9998741150, propagate_backward_time: 30.2228813171, weight_update_time: 0.0758678094, other_time: 1.7365989685
epoch time: 4.5509214401s, input_fired_time: 0.0739910454, output_fired_time: 0.0000000000, propagate_forward_time: 4.1792349815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2976956367
validation[          , genome  7123] predictions:    9646/  10000 (96.46%), best:    9776/10000 (97.76%), error:      1164.69690, best error:       795.86469 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 55.3932113647s, input_fired_time: 0.7490393519, output_fired_time: 0.5295565128, propagate_forward_time: 21.3450717926, propagate_backward_time: 31.0146293640, weight_update_time: 0.0756486505, other_time: 1.7549171448
epoch time: 4.7880530357s, input_fired_time: 0.0866139829, output_fired_time: 0.0000000000, propagate_forward_time: 4.3762559891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3251829147
validation[          , genome  7123] predictions:    9654/  10000 (96.54%), best:    9776/10000 (97.76%), error:      1119.48938, best error:       795.86469 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 54.8182029724s, input_fired_time: 0.7580089569, output_fired_time: 0.5264678001, propagate_forward_time: 21.1199436188, propagate_backward_time: 30.5902290344, weight_update_time: 0.0772028416, other_time: 1.8235588074
epoch time: 4.5944948196s, input_fired_time: 0.0808840990, output_fired_time: 0.0000000000, propagate_forward_time: 4.2021923065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3114185333
validation[          , genome  7123] predictions:    9521/  10000 (95.21%), best:    9776/10000 (97.76%), error:      1544.17310, best error:       795.86469 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 53.7751960754s, input_fired_time: 0.7189221382, output_fired_time: 0.5192974210, propagate_forward_time: 20.8676757812, propagate_backward_time: 30.0064144135, weight_update_time: 0.0730465427, other_time: 1.6628856659
epoch time: 4.5048398972s, input_fired_time: 0.0735204071, output_fired_time: 0.0000000000, propagate_forward_time: 4.1386179924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2927017212
validation[          , genome  7123] predictions:    9652/  10000 (96.52%), best:    9776/10000 (97.76%), error:      1136.36646, best error:       795.86469 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 54.0019302368s, input_fired_time: 0.7354319692, output_fired_time: 0.5196587443, propagate_forward_time: 20.8933372498, propagate_backward_time: 30.1727390289, weight_update_time: 0.0734470338, other_time: 1.6807651520
epoch time: 4.7485308647s, input_fired_time: 0.0750305280, output_fired_time: 0.0000000000, propagate_forward_time: 4.3655786514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3079218864
validation[          , genome  7123] predictions:    9655/  10000 (96.55%), best:    9776/10000 (97.76%), error:      1122.38635, best error:       795.86469 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 54.3748130798s, input_fired_time: 0.7497694492, output_fired_time: 0.5427419543, propagate_forward_time: 21.0023746490, propagate_backward_time: 30.3239498138, weight_update_time: 0.0762342960, other_time: 1.7559757233
epoch time: 4.6807184219s, input_fired_time: 0.0829826817, output_fired_time: 0.0000000000, propagate_forward_time: 4.2815485001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3161873817
validation[          , genome  7123] predictions:    9675/  10000 (96.75%), best:    9776/10000 (97.76%), error:      1079.62012, best error:       795.86469 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 53.6841125488s, input_fired_time: 0.7158550024, output_fired_time: 0.5179045200, propagate_forward_time: 20.7875995636, propagate_backward_time: 30.0066356659, weight_update_time: 0.0731194019, other_time: 1.6561164856
epoch time: 4.5175714493s, input_fired_time: 0.0740575045, output_fired_time: 0.0000000000, propagate_forward_time: 4.1520810127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2914328575
validation[          , genome  7123] predictions:    9702/  10000 (97.02%), best:    9776/10000 (97.76%), error:      1019.26819, best error:       795.86469 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 54.1096382141s, input_fired_time: 0.7530498505, output_fired_time: 0.5192593932, propagate_forward_time: 20.9196624756, propagate_backward_time: 30.2498989105, weight_update_time: 0.0733947232, other_time: 1.6677684784
epoch time: 4.5440545082s, input_fired_time: 0.0746164992, output_fired_time: 0.0000000000, propagate_forward_time: 4.1682605743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3011775017
validation[          , genome  7123] predictions:    9727/  10000 (97.27%), best:    9776/10000 (97.76%), error:       891.66162, best error:       795.86469 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 53.9993782043s, input_fired_time: 0.7294594646, output_fired_time: 0.5191811323, propagate_forward_time: 20.9340476990, propagate_backward_time: 30.1372013092, weight_update_time: 0.0751472563, other_time: 1.6794910431
epoch time: 4.5394816399s, input_fired_time: 0.0803926289, output_fired_time: 0.0000000000, propagate_forward_time: 4.1544842720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3046045303
validation[          , genome  7123] predictions:    9702/  10000 (97.02%), best:    9776/10000 (97.76%), error:       986.34216, best error:       795.86469 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 54.1339340210s, input_fired_time: 0.7487611175, output_fired_time: 0.5221373439, propagate_forward_time: 20.8618698120, propagate_backward_time: 30.2497520447, weight_update_time: 0.0767057240, other_time: 1.7514152527
epoch time: 4.6003561020s, input_fired_time: 0.0746666119, output_fired_time: 0.0000000000, propagate_forward_time: 4.2049107552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3207788467
validation[          , genome  7123] predictions:    9714/  10000 (97.14%), best:    9776/10000 (97.76%), error:       959.08752, best error:       795.86469 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 53.7913742065s, input_fired_time: 0.7223303914, output_fired_time: 0.5216075778, propagate_forward_time: 20.8355808258, propagate_backward_time: 30.0635890961, weight_update_time: 0.0729373768, other_time: 1.6482658386
epoch time: 4.6515741348s, input_fired_time: 0.0789650083, output_fired_time: 0.0000000000, propagate_forward_time: 4.2708826065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3017263412
validation[          , genome  7123] predictions:    9712/  10000 (97.12%), best:    9776/10000 (97.76%), error:      1001.96375, best error:       795.86469 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 54.1762771606s, input_fired_time: 0.7314632535, output_fired_time: 0.5199500918, propagate_forward_time: 21.0157241821, propagate_backward_time: 30.2193336487, weight_update_time: 0.0743031427, other_time: 1.6898040771
epoch time: 4.5162281990s, input_fired_time: 0.0751640797, output_fired_time: 0.0000000000, propagate_forward_time: 4.1486783028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2923855782
validation[          , genome  7123] predictions:    9711/  10000 (97.11%), best:    9776/10000 (97.76%), error:       965.52405, best error:       795.86469 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 54.0688781738s, input_fired_time: 0.7440918684, output_fired_time: 0.5296598673, propagate_forward_time: 20.8890419006, propagate_backward_time: 30.1949157715, weight_update_time: 0.0754242912, other_time: 1.7111701965
epoch time: 4.5460724831s, input_fired_time: 0.0750674531, output_fired_time: 0.0000000000, propagate_forward_time: 4.1699123383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3010926247
validation[          , genome  7123] predictions:    9710/  10000 (97.10%), best:    9776/10000 (97.76%), error:       980.39343, best error:       795.86469 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 53.7341079712s, input_fired_time: 0.7279581428, output_fired_time: 0.5186384916, propagate_forward_time: 20.7884674072, propagate_backward_time: 30.0231781006, weight_update_time: 0.0736879334, other_time: 1.6758651733
epoch time: 4.5669593811s, input_fired_time: 0.0809065178, output_fired_time: 0.0000000000, propagate_forward_time: 4.1797113419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3063416481
validation[          , genome  7123] predictions:    9732/  10000 (97.32%), best:    9776/10000 (97.76%), error:       858.73193, best error:       795.86469 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 53.8388023376s, input_fired_time: 0.7266042233, output_fired_time: 0.5172596574, propagate_forward_time: 20.8232593536, propagate_backward_time: 30.1058807373, weight_update_time: 0.0733533949, other_time: 1.6657962799
epoch time: 4.5473356247s, input_fired_time: 0.0817102268, output_fired_time: 0.0000000000, propagate_forward_time: 4.1610803604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3045449257
validation[          , genome  7123] predictions:    9738/  10000 (97.38%), best:    9776/10000 (97.76%), error:       827.93408, best error:       795.86469 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 53.9198799133s, input_fired_time: 0.7367621660, output_fired_time: 0.5186194181, propagate_forward_time: 20.8435115814, propagate_backward_time: 30.1304244995, weight_update_time: 0.0746120587, other_time: 1.6905612946
epoch time: 4.6170816422s, input_fired_time: 0.0799876079, output_fired_time: 0.0000000000, propagate_forward_time: 4.2331881523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3039059639
validation[          , genome  7123] predictions:    9751/  10000 (97.51%), best:    9776/10000 (97.76%), error:       829.34558, best error:       795.86469 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 54.0612258911s, input_fired_time: 0.7459391952, output_fired_time: 0.5209156871, propagate_forward_time: 20.8699893951, propagate_backward_time: 30.2133274078, weight_update_time: 0.0756512135, other_time: 1.7110557556
epoch time: 4.5267429352s, input_fired_time: 0.0811247230, output_fired_time: 0.0000000000, propagate_forward_time: 4.1456575394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2999606133
validation[          , genome  7123] predictions:    9720/  10000 (97.20%), best:    9776/10000 (97.76%), error:       961.91962, best error:       795.86469 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 54.1563949585s, input_fired_time: 0.7328152061, output_fired_time: 0.5320736170, propagate_forward_time: 20.9102993011, propagate_backward_time: 30.2903499603, weight_update_time: 0.0740903690, other_time: 1.6908569336
epoch time: 4.5894441605s, input_fired_time: 0.0809949636, output_fired_time: 0.0000000000, propagate_forward_time: 4.2008771896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3075718880
validation[          , genome  7123] predictions:    9693/  10000 (96.93%), best:    9776/10000 (97.76%), error:       962.46753, best error:       795.86469 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 54.3737297058s, input_fired_time: 0.7550266981, output_fired_time: 0.5227940083, propagate_forward_time: 20.9128494263, propagate_backward_time: 30.4182624817, weight_update_time: 0.0766991079, other_time: 1.7647972107
epoch time: 4.5129704475s, input_fired_time: 0.0756771043, output_fired_time: 0.0000000000, propagate_forward_time: 4.1439299583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2933635712
validation[          , genome  7123] predictions:    9736/  10000 (97.36%), best:    9776/10000 (97.76%), error:       883.29889, best error:       795.86469 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 53.7659835815s, input_fired_time: 0.7241131663, output_fired_time: 0.5183836818, propagate_forward_time: 20.8481769562, propagate_backward_time: 30.0168552399, weight_update_time: 0.0732141957, other_time: 1.6584548950
epoch time: 4.5493679047s, input_fired_time: 0.0813393742, output_fired_time: 0.0000000000, propagate_forward_time: 4.1622524261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3057761192
validation[          , genome  7123] predictions:    9754/  10000 (97.54%), best:    9776/10000 (97.76%), error:       834.01880, best error:       795.86469 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 54.1334648132s, input_fired_time: 0.7485861182, output_fired_time: 0.5201832056, propagate_forward_time: 20.9196872711, propagate_backward_time: 30.2040061951, weight_update_time: 0.0875609443, other_time: 1.7410030365
epoch time: 4.5146207809s, input_fired_time: 0.0753163099, output_fired_time: 0.0000000000, propagate_forward_time: 4.1464896202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2928147316
validation[          , genome  7123] predictions:    9759/  10000 (97.59%), best:    9776/10000 (97.76%), error:       839.45837, best error:       795.86469 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 53.9437980652s, input_fired_time: 0.7205893993, output_fired_time: 0.5182190537, propagate_forward_time: 20.8388633728, propagate_backward_time: 30.2095527649, weight_update_time: 0.0722886398, other_time: 1.6565742493
epoch time: 4.5113024712s, input_fired_time: 0.0755411237, output_fired_time: 0.0000000000, propagate_forward_time: 4.1444301605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2913312912
validation[          , genome  7123] predictions:    9757/  10000 (97.57%), best:    9776/10000 (97.76%), error:       858.07806, best error:       795.86469 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 54.2077980042s, input_fired_time: 0.7479650974, output_fired_time: 0.5350432396, propagate_forward_time: 20.9595298767, propagate_backward_time: 30.2509441376, weight_update_time: 0.0751517490, other_time: 1.7143154144
epoch time: 4.5739765167s, input_fired_time: 0.0823366344, output_fired_time: 0.0000000000, propagate_forward_time: 4.1839990616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3076410294
validation[          , genome  7123] predictions:    9719/  10000 (97.19%), best:    9776/10000 (97.76%), error:       900.92828, best error:       795.86469 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 54.3102874756s, input_fired_time: 0.7532299161, output_fired_time: 0.5428682566, propagate_forward_time: 20.9196949005, propagate_backward_time: 30.3640537262, weight_update_time: 0.0787431225, other_time: 1.7304363251
epoch time: 4.5907659531s, input_fired_time: 0.0821971595, output_fired_time: 0.0000000000, propagate_forward_time: 4.2005972862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3079714775
validation[          , genome  7123] predictions:    9740/  10000 (97.40%), best:    9776/10000 (97.76%), error:       866.21210, best error:       795.86469 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 54.2840232849s, input_fired_time: 0.7557383776, output_fired_time: 0.5215606093, propagate_forward_time: 20.9711685181, propagate_backward_time: 30.2737827301, weight_update_time: 0.0770209432, other_time: 1.7617740631
epoch time: 5.1609287262s, input_fired_time: 0.0904915780, output_fired_time: 0.0000000000, propagate_forward_time: 4.7499675751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3204693794
validation[          , genome  7123] predictions:    9478/  10000 (94.78%), best:    9776/10000 (97.76%), error:      1721.83752, best error:       795.86469 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 53.9772911072s, input_fired_time: 0.7406095862, output_fired_time: 0.5180102587, propagate_forward_time: 20.8774948120, propagate_backward_time: 30.1204223633, weight_update_time: 0.0746714547, other_time: 1.7207565308
epoch time: 4.5344371796s, input_fired_time: 0.0762686878, output_fired_time: 0.0000000000, propagate_forward_time: 4.1604051590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2977633476
validation[          , genome  7123] predictions:    9659/  10000 (96.59%), best:    9776/10000 (97.76%), error:      1144.39648, best error:       795.86469 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 54.1013450623s, input_fired_time: 0.7506030798, output_fired_time: 0.5218793154, propagate_forward_time: 20.9233894348, propagate_backward_time: 30.1878147125, weight_update_time: 0.0752945915, other_time: 1.7176570892
epoch time: 4.5713305473s, input_fired_time: 0.0760204941, output_fired_time: 0.0000000000, propagate_forward_time: 4.1989798546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2963299751
validation[          , genome  7123] predictions:    9637/  10000 (96.37%), best:    9776/10000 (97.76%), error:      1163.50928, best error:       795.86469 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 54.1983642578s, input_fired_time: 0.7332900763, output_fired_time: 0.5386908650, propagate_forward_time: 20.9677829742, propagate_backward_time: 30.2824478149, weight_update_time: 0.0734632537, other_time: 1.6761493683
epoch time: 4.6091289520s, input_fired_time: 0.0755674243, output_fired_time: 0.0000000000, propagate_forward_time: 4.2334833145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3000783920
validation[          , genome  7123] predictions:    9663/  10000 (96.63%), best:    9776/10000 (97.76%), error:      1102.32764, best error:       795.86469 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 53.5766716003s, input_fired_time: 0.7153582573, output_fired_time: 0.5154046416, propagate_forward_time: 20.7616500854, propagate_backward_time: 29.9432220459, weight_update_time: 0.0720319003, other_time: 1.6410369873
epoch time: 4.5756654739s, input_fired_time: 0.0744909495, output_fired_time: 0.0000000000, propagate_forward_time: 4.2054638863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2957105637
validation[          , genome  7123] predictions:    9622/  10000 (96.22%), best:    9776/10000 (97.76%), error:      1192.87195, best error:       795.86469 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 54.3673782349s, input_fired_time: 0.7346733212, output_fired_time: 0.5196532011, propagate_forward_time: 21.0199356079, propagate_backward_time: 30.3961391449, weight_update_time: 0.0741861984, other_time: 1.6969776154
epoch time: 4.5422987938s, input_fired_time: 0.0808409825, output_fired_time: 0.0000000000, propagate_forward_time: 4.1567006111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3047571182
validation[          , genome  7123] predictions:    9683/  10000 (96.83%), best:    9776/10000 (97.76%), error:      1100.10779, best error:       795.86469 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 54.0938529968s, input_fired_time: 0.7701519132, output_fired_time: 0.5210834146, propagate_forward_time: 20.8951587677, propagate_backward_time: 30.1769676208, weight_update_time: 0.0760784373, other_time: 1.7304897308
epoch time: 4.5497660637s, input_fired_time: 0.0793091729, output_fired_time: 0.0000000000, propagate_forward_time: 4.1681733131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3022837639
validation[          , genome  7123] predictions:    9656/  10000 (96.56%), best:    9776/10000 (97.76%), error:      1109.86450, best error:       795.86469 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 54.0723533630s, input_fired_time: 0.7501852512, output_fired_time: 0.5198372006, propagate_forward_time: 20.8758754730, propagate_backward_time: 30.1712207794, weight_update_time: 0.0758321360, other_time: 1.7552337646
epoch time: 4.5319690704s, input_fired_time: 0.0797398463, output_fired_time: 0.0000000000, propagate_forward_time: 4.1504883766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3017406464
validation[          , genome  7123] predictions:    9701/  10000 (97.01%), best:    9776/10000 (97.76%), error:      1007.42975, best error:       795.86469 on epoch:    66, 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: 22.8198184967s, input_fired_time: 0.4142230451, output_fired_time: 0.0000000000, propagate_forward_time: 20.8477725983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5578231812
best training[          , genome  7123] predictions:   49432/  50000 (98.86%), best:    9776/10000 (97.76%), error:      2125.09912, best error:       795.86469 on epoch:    66, 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: 4.5668349266s, input_fired_time: 0.0907766819, output_fired_time: 0.0000000000, propagate_forward_time: 4.1687817574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3072762489
   testing[          , genome  7123] predictions:    9806/  10000 (98.06%), best:    9776/10000 (97.76%), error:       669.32404, best error:       795.86469 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:30:43 (17877): called boinc_finish(0)

</stderr_txt>
]]>