Nameexact_genome_1512568488_44_3679_0
Workunit2589687
Created7 Dec 2017, 6:12:12 UTC
Sent7 Dec 2017, 6:19:22 UTC
Report deadline10 Dec 2017, 5:58:02 UTC
Received7 Dec 2017, 17:37:58 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time1 hours 46 min 52 sec
CPU time1 hours 41 min 40 sec
Validate stateValid
Credit746.30
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.11 MB
Peak swap size156.36 MB
Peak disk usage1.46 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
ired_time: 0.0656378791, output_fired_time: 0.0000000000, propagate_forward_time: 4.1286058426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4377789497
validation[          , genome  3679] predictions:    9431/  10000 (94.31%), best:    9513/10000 (95.13%), error:      1876.60986, best error:      1683.44922 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 65.8234329224s, input_fired_time: 0.5851060748, output_fired_time: 0.5160583258, propagate_forward_time: 24.3555507660, propagate_backward_time: 36.5931320190, weight_update_time: 0.1083713174, other_time: 3.7735824585
epoch time: 5.8519268036s, input_fired_time: 0.0673966557, output_fired_time: 0.0000000000, propagate_forward_time: 5.3334102631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4511198997
validation[          , genome  3679] predictions:    9460/  10000 (94.60%), best:    9513/10000 (95.13%), error:      1787.65796, best error:      1683.44922 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 57.1841773987s, input_fired_time: 0.5096660256, output_fired_time: 0.4561841190, propagate_forward_time: 20.5416545868, propagate_backward_time: 33.2149543762, weight_update_time: 0.1085097045, other_time: 2.4617195129
epoch time: 4.8437089920s, input_fired_time: 0.0680925697, output_fired_time: 0.0000000000, propagate_forward_time: 4.3217344284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4538822174
validation[          , genome  3679] predictions:    9525/  10000 (95.25%), best:    9525/10000 (95.25%), error:      1646.18750, best error:      1646.18750 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 58.5224037170s, input_fired_time: 0.5165808797, output_fired_time: 0.4590873718, propagate_forward_time: 21.6943626404, propagate_backward_time: 33.3877220154, weight_update_time: 0.1082966849, other_time: 2.4646492004
epoch time: 4.5787405968s, input_fired_time: 0.0632212833, output_fired_time: 0.0000000000, propagate_forward_time: 4.0955686569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4199504852
validation[          , genome  3679] predictions:    9498/  10000 (94.98%), best:    9525/10000 (95.25%), error:      1749.72998, best error:      1646.18750 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 58.4542655945s, input_fired_time: 0.5137939453, output_fired_time: 0.4615143239, propagate_forward_time: 20.7129230499, propagate_backward_time: 34.2805519104, weight_update_time: 0.1094114035, other_time: 2.4854850769
epoch time: 4.6266493797s, input_fired_time: 0.0662746429, output_fired_time: 0.0000000000, propagate_forward_time: 4.1205158234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4398589134
validation[          , genome  3679] predictions:    9518/  10000 (95.18%), best:    9525/10000 (95.25%), error:      1721.31409, best error:      1646.18750 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 58.3952445984s, input_fired_time: 0.5131391883, output_fired_time: 0.4577196836, propagate_forward_time: 21.5815067291, propagate_backward_time: 33.3589057922, weight_update_time: 0.1082008705, other_time: 2.4839744568
epoch time: 4.5698819160s, input_fired_time: 0.0642225966, output_fired_time: 0.0000000000, propagate_forward_time: 4.0743770599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4312820435
validation[          , genome  3679] predictions:    9488/  10000 (94.88%), best:    9525/10000 (95.25%), error:      1742.02087, best error:      1646.18750 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 66.7174987793s, input_fired_time: 0.6088602543, output_fired_time: 0.5332903266, propagate_forward_time: 26.4847469330, propagate_backward_time: 36.3003807068, weight_update_time: 0.1160251200, other_time: 2.7902183533
epoch time: 5.2100415230s, input_fired_time: 0.0885449871, output_fired_time: 0.0000000000, propagate_forward_time: 4.6474342346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4740624428
validation[          , genome  3679] predictions:    9534/  10000 (95.34%), best:    9534/10000 (95.34%), error:      1609.28809, best error:      1609.28809 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 70.2723236084s, input_fired_time: 0.6465586424, output_fired_time: 0.5625895858, propagate_forward_time: 25.1529159546, propagate_backward_time: 40.8609161377, weight_update_time: 0.1194713637, other_time: 3.0493392944
epoch time: 5.7905302048s, input_fired_time: 0.0765308961, output_fired_time: 0.0000000000, propagate_forward_time: 5.2586135864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4553856850
validation[          , genome  3679] predictions:    9399/  10000 (93.99%), best:    9534/10000 (95.34%), error:      2029.60120, best error:      1609.28809 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 58.3288040161s, input_fired_time: 1.5217994452, output_fired_time: 0.4600627124, propagate_forward_time: 22.5931854248, propagate_backward_time: 31.2846183777, weight_update_time: 0.1079413295, other_time: 2.4691352844
epoch time: 4.5649747849s, input_fired_time: 0.0646399558, output_fired_time: 0.0000000000, propagate_forward_time: 4.0723481178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4279866219
validation[          , genome  3679] predictions:    9531/  10000 (95.31%), best:    9534/10000 (95.34%), error:      1634.85535, best error:      1609.28809 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 58.8267364502s, input_fired_time: 0.5284670591, output_fired_time: 0.4664156735, propagate_forward_time: 22.7805252075, propagate_backward_time: 31.5717315674, weight_update_time: 0.1082463562, other_time: 3.4795989990
epoch time: 4.5568876266s, input_fired_time: 0.0638150200, output_fired_time: 0.0000000000, propagate_forward_time: 4.0586442947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4344282150
validation[          , genome  3679] predictions:    9493/  10000 (94.93%), best:    9534/10000 (95.34%), error:      1755.61414, best error:      1609.28809 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 58.2248611450s, input_fired_time: 0.5108286142, output_fired_time: 0.4570581019, propagate_forward_time: 21.5160808563, propagate_backward_time: 32.2879295349, weight_update_time: 0.1078578606, other_time: 3.4529609680
epoch time: 4.5242252350s, input_fired_time: 0.0633146241, output_fired_time: 0.0000000000, propagate_forward_time: 4.0351595879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4257512093
validation[          , genome  3679] predictions:    9469/  10000 (94.69%), best:    9534/10000 (95.34%), error:      1777.32263, best error:      1609.28809 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 58.7012023926s, input_fired_time: 1.5239930153, output_fired_time: 0.4616960287, propagate_forward_time: 21.7263717651, propagate_backward_time: 32.5351486206, weight_update_time: 0.1088029817, other_time: 2.4539909363
epoch time: 4.6013984680s, input_fired_time: 0.0639948845, output_fired_time: 0.0000000000, propagate_forward_time: 4.1093692780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4280343056
validation[          , genome  3679] predictions:    9523/  10000 (95.23%), best:    9534/10000 (95.34%), error:      1683.30835, best error:      1609.28809 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 58.2747268677s, input_fired_time: 0.5123731494, output_fired_time: 0.4588521123, propagate_forward_time: 21.5721626282, propagate_backward_time: 33.2720947266, weight_update_time: 0.1078167856, other_time: 2.4592437744
epoch time: 5.8082141876s, input_fired_time: 0.0682602525, output_fired_time: 0.0000000000, propagate_forward_time: 5.2915310860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4484229088
validation[          , genome  3679] predictions:    9525/  10000 (95.25%), best:    9534/10000 (95.34%), error:      1651.78479, best error:      1609.28809 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 58.2863540649s, input_fired_time: 0.5114332438, output_fired_time: 0.4573572278, propagate_forward_time: 21.5481529236, propagate_backward_time: 33.3267860413, weight_update_time: 0.1078260094, other_time: 2.4426269531
epoch time: 4.5163502693s, input_fired_time: 0.0634358004, output_fired_time: 0.0000000000, propagate_forward_time: 4.0316009521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4213132858
validation[          , genome  3679] predictions:    9532/  10000 (95.32%), best:    9532/10000 (95.32%), error:      1600.23828, best error:      1600.23828 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 58.4755706787s, input_fired_time: 0.5156905651, output_fired_time: 0.4585496485, propagate_forward_time: 21.5616302490, propagate_backward_time: 33.4569587708, weight_update_time: 0.1088581085, other_time: 2.4827423096
epoch time: 4.6147131920s, input_fired_time: 0.0654032603, output_fired_time: 0.0000000000, propagate_forward_time: 4.1110248566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4382848740
validation[          , genome  3679] predictions:    9535/  10000 (95.35%), best:    9532/10000 (95.32%), error:      1657.72559, best error:      1600.23828 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 58.7921257019s, input_fired_time: 0.5144185424, output_fired_time: 0.4631682634, propagate_forward_time: 20.7750701904, propagate_backward_time: 34.5725288391, weight_update_time: 0.1089472100, other_time: 2.4669380188
epoch time: 4.6593708992s, input_fired_time: 0.0640530214, output_fired_time: 0.0000000000, propagate_forward_time: 4.1701803207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4251375198
validation[          , genome  3679] predictions:    9509/  10000 (95.09%), best:    9532/10000 (95.32%), error:      1742.87927, best error:      1600.23828 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 58.9497146606s, input_fired_time: 0.5161293745, output_fired_time: 0.4610042274, propagate_forward_time: 22.8402996063, propagate_backward_time: 32.6589164734, weight_update_time: 0.1089348868, other_time: 2.4733695984
epoch time: 4.2468018532s, input_fired_time: 0.0605617575, output_fired_time: 0.0000000000, propagate_forward_time: 3.7814819813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4047582150
validation[          , genome  3679] predictions:    9466/  10000 (94.66%), best:    9532/10000 (95.32%), error:      1806.10547, best error:      1600.23828 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 57.3685989380s, input_fired_time: 0.5128561854, output_fired_time: 0.4569594860, propagate_forward_time: 20.4622287750, propagate_backward_time: 33.4439697266, weight_update_time: 0.1077595204, other_time: 2.4925842285
epoch time: 5.4916787148s, input_fired_time: 0.0681688115, output_fired_time: 0.0000000000, propagate_forward_time: 4.9652285576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4582815170
validation[          , genome  3679] predictions:    9465/  10000 (94.65%), best:    9532/10000 (95.32%), error:      1823.10840, best error:      1600.23828 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 57.1982727051s, input_fired_time: 0.5126978159, output_fired_time: 0.4568617344, propagate_forward_time: 20.5215511322, propagate_backward_time: 33.2553482056, weight_update_time: 0.1077443883, other_time: 2.4518127441
epoch time: 5.8817176819s, input_fired_time: 0.0678150281, output_fired_time: 0.0000000000, propagate_forward_time: 5.3616161346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4522867203
validation[          , genome  3679] predictions:    9548/  10000 (95.48%), best:    9548/10000 (95.48%), error:      1576.48779, best error:      1576.48779 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 58.4264106750s, input_fired_time: 0.5141029954, output_fired_time: 0.4596616030, propagate_forward_time: 21.6150054932, propagate_backward_time: 33.3846549988, weight_update_time: 0.1076012179, other_time: 2.4529838562
epoch time: 4.6109290123s, input_fired_time: 0.0653915778, output_fired_time: 0.0000000000, propagate_forward_time: 4.1111187935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4344186783
validation[          , genome  3679] predictions:    9562/  10000 (95.62%), best:    9548/10000 (95.48%), error:      1579.93457, best error:      1576.48779 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 57.7971305847s, input_fired_time: 0.5100659132, output_fired_time: 0.4518097639, propagate_forward_time: 20.3503856659, propagate_backward_time: 34.0396842957, weight_update_time: 0.1066477522, other_time: 2.4451866150
epoch time: 4.5502190590s, input_fired_time: 0.0644381046, output_fired_time: 0.0000000000, propagate_forward_time: 4.0581440926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4276366234
validation[          , genome  3679] predictions:    9446/  10000 (94.46%), best:    9548/10000 (95.48%), error:      1887.58594, best error:      1576.48779 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 58.0765609741s, input_fired_time: 0.5136538744, output_fired_time: 0.4571209550, propagate_forward_time: 20.4089832306, propagate_backward_time: 33.1924972534, weight_update_time: 0.1077698767, other_time: 3.5043029785
epoch time: 12.1749486923s, input_fired_time: 0.1591788381, output_fired_time: 0.0000000000, propagate_forward_time: 10.9390058517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0767641068
validation[          , genome  3679] predictions:    9472/  10000 (94.72%), best:    9548/10000 (95.48%), error:      1883.83521, best error:      1576.48779 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 64.1879882813s, input_fired_time: 0.5686182380, output_fired_time: 0.5152900219, propagate_forward_time: 22.7410564423, propagate_backward_time: 37.6618919373, weight_update_time: 0.1175332814, other_time: 2.7011299133
epoch time: 4.5101447105s, input_fired_time: 0.0646096244, output_fired_time: 0.0000000000, propagate_forward_time: 4.0196642876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4258708954
validation[          , genome  3679] predictions:    9517/  10000 (95.17%), best:    9548/10000 (95.48%), error:      1630.35205, best error:      1576.48779 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 58.4521598816s, input_fired_time: 0.5156177878, output_fired_time: 0.4611858130, propagate_forward_time: 21.5737419128, propagate_backward_time: 33.3983192444, weight_update_time: 0.1087634414, other_time: 2.5032958984
epoch time: 4.5859575272s, input_fired_time: 0.0641923249, output_fired_time: 0.0000000000, propagate_forward_time: 4.0964322090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4253330231
validation[          , genome  3679] predictions:    9489/  10000 (94.89%), best:    9548/10000 (95.48%), error:      1741.76379, best error:      1576.48779 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 64.2614822388s, input_fired_time: 0.5636515021, output_fired_time: 0.5002241731, propagate_forward_time: 24.9631462097, propagate_backward_time: 35.6218452454, weight_update_time: 0.1171650812, other_time: 2.6126136780
epoch time: 7.7970776558s, input_fired_time: 0.0862604082, output_fired_time: 0.0000000000, propagate_forward_time: 7.0688595772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6419577599
validation[          , genome  3679] predictions:    9551/  10000 (95.51%), best:    9551/10000 (95.51%), error:      1551.92419, best error:      1551.92419 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 60.8736267090s, input_fired_time: 1.5400213003, output_fired_time: 0.4827637672, propagate_forward_time: 21.4872474670, propagate_backward_time: 34.7938652039, weight_update_time: 0.1082801595, other_time: 2.5697288513
epoch time: 4.5765399933s, input_fired_time: 0.0646780506, output_fired_time: 0.0000000000, propagate_forward_time: 4.0809345245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4309272766
validation[          , genome  3679] predictions:    9564/  10000 (95.64%), best:    9551/10000 (95.51%), error:      1577.11597, best error:      1551.92419 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 58.2540969849s, input_fired_time: 0.5176746249, output_fired_time: 0.4585927427, propagate_forward_time: 22.4794807434, propagate_backward_time: 32.3202781677, weight_update_time: 0.1111301035, other_time: 2.4780731201
epoch time: 4.2461490631s, input_fired_time: 0.0606908239, output_fired_time: 0.0000000000, propagate_forward_time: 3.7816576958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4038004875
validation[          , genome  3679] predictions:    9528/  10000 (95.28%), best:    9551/10000 (95.51%), error:      1604.21033, best error:      1551.92419 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 68.8697814941s, input_fired_time: 0.6017716527, output_fired_time: 0.5071642399, propagate_forward_time: 27.3485813141, propagate_backward_time: 37.5417900085, weight_update_time: 0.1184316650, other_time: 2.8704795837
epoch time: 5.9884281158s, input_fired_time: 0.0819598436, output_fired_time: 0.0000000000, propagate_forward_time: 5.3368678093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5696005821
validation[          , genome  3679] predictions:    9532/  10000 (95.32%), best:    9551/10000 (95.51%), error:      1647.98999, best error:      1551.92419 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 59.7381591797s, input_fired_time: 0.5402704477, output_fired_time: 0.4641398787, propagate_forward_time: 21.0524997711, propagate_backward_time: 35.1766967773, weight_update_time: 0.1083206236, other_time: 2.5045547485
epoch time: 4.5651063919s, input_fired_time: 0.0651535690, output_fired_time: 0.0000000000, propagate_forward_time: 4.0708398819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4291129112
validation[          , genome  3679] predictions:    9503/  10000 (95.03%), best:    9551/10000 (95.51%), error:      1721.05640, best error:      1551.92419 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 58.6425704956s, input_fired_time: 0.5186056495, output_fired_time: 0.4615474939, propagate_forward_time: 22.6135025024, propagate_backward_time: 32.5684394836, weight_update_time: 0.1085004136, other_time: 2.4804763794
epoch time: 5.7896752357s, input_fired_time: 0.0692473799, output_fired_time: 0.0000000000, propagate_forward_time: 5.2661848068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4542431831
validation[          , genome  3679] predictions:    9549/  10000 (95.49%), best:    9549/10000 (95.49%), error:      1539.18616, best error:      1539.18616 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 57.8447723389s, input_fired_time: 0.5160536766, output_fired_time: 0.4576996565, propagate_forward_time: 20.4494323730, propagate_backward_time: 33.0677680969, weight_update_time: 0.1101282313, other_time: 3.3538208008
epoch time: 4.8661618233s, input_fired_time: 0.0687410980, output_fired_time: 0.0000000000, propagate_forward_time: 4.3408274651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4565930367
validation[          , genome  3679] predictions:    9526/  10000 (95.26%), best:    9549/10000 (95.49%), error:      1633.07751, best error:      1539.18616 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 60.9041976929s, input_fired_time: 0.5236881971, output_fired_time: 0.5086604357, propagate_forward_time: 22.5976390839, propagate_backward_time: 34.6981811523, weight_update_time: 0.1269068867, other_time: 2.5760269165
epoch time: 5.0940089226s, input_fired_time: 0.0814242437, output_fired_time: 0.0000000000, propagate_forward_time: 4.5476279259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4649567604
validation[          , genome  3679] predictions:    9540/  10000 (95.40%), best:    9549/10000 (95.49%), error:      1560.23975, best error:      1539.18616 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 58.1648902893s, input_fired_time: 0.5180745721, output_fired_time: 1.4806038141, propagate_forward_time: 21.5160827637, propagate_backward_time: 32.2074966431, weight_update_time: 0.1076955944, other_time: 2.4426345825
epoch time: 4.6131358147s, input_fired_time: 0.0678907335, output_fired_time: 0.0000000000, propagate_forward_time: 4.1144447327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4308004379
validation[          , genome  3679] predictions:    9555/  10000 (95.55%), best:    9549/10000 (95.49%), error:      1544.84998, best error:      1539.18616 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 58.8238716125s, input_fired_time: 0.5184415579, output_fired_time: 0.4622381926, propagate_forward_time: 22.7661094666, propagate_backward_time: 31.5722293854, weight_update_time: 0.1088987514, other_time: 3.5048542023
epoch time: 4.5372152328s, input_fired_time: 0.0659535676, output_fired_time: 0.0000000000, propagate_forward_time: 4.0421838760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4290776253
validation[          , genome  3679] predictions:    9544/  10000 (95.44%), best:    9549/10000 (95.49%), error:      1540.27954, best error:      1539.18616 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 58.5879440308s, input_fired_time: 0.5228912234, output_fired_time: 0.4594665468, propagate_forward_time: 21.6708278656, propagate_backward_time: 33.4814796448, weight_update_time: 0.1081240103, other_time: 2.4532814026
epoch time: 5.9301629066s, input_fired_time: 0.0700986981, output_fired_time: 0.0000000000, propagate_forward_time: 5.4003524780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4597115517
validation[          , genome  3679] predictions:    9526/  10000 (95.26%), best:    9549/10000 (95.49%), error:      1613.67554, best error:      1539.18616 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 58.7986869812s, input_fired_time: 0.5319830179, output_fired_time: 0.4618471265, propagate_forward_time: 22.7527503967, propagate_backward_time: 32.5705909729, weight_update_time: 0.1084197462, other_time: 2.4815177917
epoch time: 4.5576047897s, input_fired_time: 0.0654228404, output_fired_time: 0.0000000000, propagate_forward_time: 4.0650258064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4271559715
validation[          , genome  3679] predictions:    9574/  10000 (95.74%), best:    9574/10000 (95.74%), error:      1454.70667, best error:      1454.70667 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 58.0150909424s, input_fired_time: 0.5156155229, output_fired_time: 0.4555858970, propagate_forward_time: 20.3935909271, propagate_backward_time: 33.1868247986, weight_update_time: 0.1076129824, other_time: 3.4634742737
epoch time: 4.5974378586s, input_fired_time: 0.0658392161, output_fired_time: 0.0000000000, propagate_forward_time: 4.0998716354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4317269325
validation[          , genome  3679] predictions:    9561/  10000 (95.61%), best:    9574/10000 (95.74%), error:      1532.22473, best error:      1454.70667 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 58.8379287720s, input_fired_time: 0.5213967562, output_fired_time: 0.4623797536, propagate_forward_time: 22.8106632233, propagate_backward_time: 32.5714721680, weight_update_time: 0.1090160832, other_time: 2.4720153809
epoch time: 5.8143906593s, input_fired_time: 0.0932336226, output_fired_time: 0.0000000000, propagate_forward_time: 5.1781497002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5430073738
validation[          , genome  3679] predictions:    9562/  10000 (95.62%), best:    9574/10000 (95.74%), error:      1523.00403, best error:      1454.70667 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 80.9447708130s, input_fired_time: 0.6938786507, output_fired_time: 0.6322289705, propagate_forward_time: 29.6978645325, propagate_backward_time: 46.5037422180, weight_update_time: 0.1190801039, other_time: 3.4170532227
epoch time: 5.8946509361s, input_fired_time: 0.0700419992, output_fired_time: 0.0000000000, propagate_forward_time: 5.3656268120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4589819908
validation[          , genome  3679] predictions:    9548/  10000 (95.48%), best:    9574/10000 (95.74%), error:      1572.80908, best error:      1454.70667 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 59.2636947632s, input_fired_time: 0.5264858603, output_fired_time: 0.4688269496, propagate_forward_time: 20.9136714935, propagate_backward_time: 33.8519554138, weight_update_time: 0.1095340177, other_time: 3.5027580261
epoch time: 7.5382657051s, input_fired_time: 0.0900077298, output_fired_time: 0.0000000000, propagate_forward_time: 6.7711272240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6771306992
validation[          , genome  3679] predictions:    9569/  10000 (95.69%), best:    9574/10000 (95.74%), error:      1470.89844, best error:      1454.70667 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 72.3663253784s, input_fired_time: 0.6471222043, output_fired_time: 0.5714910626, propagate_forward_time: 26.7025260925, propagate_backward_time: 41.4325675964, weight_update_time: 0.1406125724, other_time: 3.0126190186
epoch time: 6.6252603531s, input_fired_time: 0.0828917623, output_fired_time: 0.0000000000, propagate_forward_time: 5.8649001122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6774682999
validation[          , genome  3679] predictions:    9569/  10000 (95.69%), best:    9574/10000 (95.74%), error:      1487.40344, best error:      1454.70667 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 58.3321571350s, input_fired_time: 0.5231823325, output_fired_time: 0.4578121901, propagate_forward_time: 20.5810451508, propagate_backward_time: 34.3012390137, weight_update_time: 0.1085361093, other_time: 2.4688796997
epoch time: 4.4474277496s, input_fired_time: 0.0635413378, output_fired_time: 0.0000000000, propagate_forward_time: 3.9653060436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4185802937
validation[          , genome  3679] predictions:    9557/  10000 (95.57%), best:    9574/10000 (95.74%), error:      1540.25610, best error:      1454.70667 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 63.3442115784s, input_fired_time: 0.5701954365, output_fired_time: 0.5057441592, propagate_forward_time: 22.4542064667, propagate_backward_time: 37.1494140625, weight_update_time: 0.1192289889, other_time: 2.6646499634
epoch time: 5.8362932205s, input_fired_time: 0.0678487420, output_fired_time: 0.0000000000, propagate_forward_time: 5.3202981949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4481463432
validation[          , genome  3679] predictions:    9450/  10000 (94.50%), best:    9574/10000 (95.74%), error:      1843.87268, best error:      1454.70667 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 58.3691024780s, input_fired_time: 0.5206425786, output_fired_time: 0.4589200020, propagate_forward_time: 20.5709419250, propagate_backward_time: 34.3427925110, weight_update_time: 0.1086796820, other_time: 2.4758071899
epoch time: 4.6743445396s, input_fired_time: 0.0674308836, output_fired_time: 0.0000000000, propagate_forward_time: 4.1567845345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4501290321
validation[          , genome  3679] predictions:    9553/  10000 (95.53%), best:    9574/10000 (95.74%), error:      1541.47058, best error:      1454.70667 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 58.5465202332s, input_fired_time: 0.5220335126, output_fired_time: 0.4607368112, propagate_forward_time: 23.6810455322, propagate_backward_time: 31.4011974335, weight_update_time: 0.1083835512, other_time: 2.4815082550
epoch time: 4.5490159988s, input_fired_time: 0.0653412044, output_fired_time: 0.0000000000, propagate_forward_time: 4.0615839958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4220910072
validation[          , genome  3679] predictions:    9526/  10000 (95.26%), best:    9574/10000 (95.74%), error:      1683.38367, best error:      1454.70667 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 63.5061683655s, input_fired_time: 0.5698851943, output_fired_time: 0.5163518190, propagate_forward_time: 23.6083698273, propagate_backward_time: 36.1226921082, weight_update_time: 0.1255742610, other_time: 2.6888694763
epoch time: 4.8388738632s, input_fired_time: 0.0661813319, output_fired_time: 0.0000000000, propagate_forward_time: 4.3062949181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4663977623
validation[          , genome  3679] predictions:    9565/  10000 (95.65%), best:    9574/10000 (95.74%), error:      1507.87842, best error:      1454.70667 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 58.6949501038s, input_fired_time: 0.5217555761, output_fired_time: 0.4630327225, propagate_forward_time: 20.7155303955, propagate_backward_time: 33.5234489441, weight_update_time: 0.1083928943, other_time: 3.4711837769
epoch time: 5.9281034470s, input_fired_time: 0.0704559311, output_fired_time: 0.0000000000, propagate_forward_time: 5.3975806236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4600667953
validation[          , genome  3679] predictions:    9525/  10000 (95.25%), best:    9574/10000 (95.74%), error:      1592.69983, best error:      1454.70667 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 58.4745788574s, input_fired_time: 0.5227519870, output_fired_time: 0.4619514942, propagate_forward_time: 21.6741428375, propagate_backward_time: 33.3666038513, weight_update_time: 0.1081900597, other_time: 2.4491310120
epoch time: 4.5296859741s, input_fired_time: 0.0663728639, output_fired_time: 0.0000000000, propagate_forward_time: 4.0324544907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4308586121
validation[          , genome  3679] predictions:    9537/  10000 (95.37%), best:    9574/10000 (95.74%), error:      1579.09790, best error:      1454.70667 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 58.3740844727s, input_fired_time: 0.5200033784, output_fired_time: 0.4585106969, propagate_forward_time: 20.5911083221, propagate_backward_time: 33.3607368469, weight_update_time: 0.1079667956, other_time: 3.4437217712
epoch time: 4.4786844254s, input_fired_time: 0.0654653460, output_fired_time: 0.0000000000, propagate_forward_time: 3.9840354919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4291834831
validation[          , genome  3679] predictions:    9514/  10000 (95.14%), best:    9574/10000 (95.74%), error:      1639.69897, best error:      1454.70667 on epoch:    49, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 57.6843795776s, input_fired_time: 0.5276000500, output_fired_time: 0.4529684186, propagate_forward_time: 22.3072433472, propagate_backward_time: 31.9330997467, weight_update_time: 0.1076510996, other_time: 2.4634685516
epoch time: 4.4648151398s, input_fired_time: 0.0651105493, output_fired_time: 0.0000000000, propagate_forward_time: 3.9745674133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4251370430
validation[          , genome  3679] predictions:    9527/  10000 (95.27%), best:    9574/10000 (95.74%), error:      1562.98877, best error:      1454.70667 on epoch:    49, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 58.4176750183s, input_fired_time: 0.5198999643, output_fired_time: 0.4595968127, propagate_forward_time: 20.5264129639, propagate_backward_time: 34.4608345032, weight_update_time: 0.1084413081, other_time: 2.4509277344
epoch time: 4.6908984184s, input_fired_time: 0.0659559965, output_fired_time: 0.0000000000, propagate_forward_time: 4.1984605789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4264817238
validation[          , genome  3679] predictions:    9545/  10000 (95.45%), best:    9574/10000 (95.74%), error:      1533.69666, best error:      1454.70667 on epoch:    49, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 62.3113822937s, input_fired_time: 0.5389696956, output_fired_time: 0.4838255644, propagate_forward_time: 22.2891902924, propagate_backward_time: 35.3809204102, weight_update_time: 0.1315876096, other_time: 3.6184768677
epoch time: 5.8180332184s, input_fired_time: 0.0695885271, output_fired_time: 0.0000000000, propagate_forward_time: 5.2999253273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4485192299
validation[          , genome  3679] predictions:    9538/  10000 (95.38%), best:    9574/10000 (95.74%), error:      1600.59216, best error:      1454.70667 on epoch:    49, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 59.2786941528s, input_fired_time: 0.5321286917, output_fired_time: 0.4632486403, propagate_forward_time: 21.9792327881, propagate_backward_time: 32.7713394165, weight_update_time: 0.1106507331, other_time: 3.5327453613
epoch time: 4.5119967461s, input_fired_time: 0.0659213290, output_fired_time: 0.0000000000, propagate_forward_time: 4.0200033188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4260721207
validation[          , genome  3679] predictions:    9543/  10000 (95.43%), best:    9574/10000 (95.74%), error:      1541.18274, best error:      1454.70667 on epoch:    49, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 58.3763351440s, input_fired_time: 0.5202978253, output_fired_time: 0.4579721689, propagate_forward_time: 21.5865020752, propagate_backward_time: 33.3154830933, weight_update_time: 0.1279713959, other_time: 2.4960784912
epoch time: 4.4656577110s, input_fired_time: 0.0653573424, output_fired_time: 0.0000000000, propagate_forward_time: 3.9774365425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4228639603
validation[          , genome  3679] predictions:    9555/  10000 (95.55%), best:    9574/10000 (95.74%), error:      1523.60120, best error:      1454.70667 on epoch:    49, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 58.5302810669s, input_fired_time: 0.5226734877, output_fired_time: 0.4602426887, propagate_forward_time: 21.6123733521, propagate_backward_time: 33.4556350708, weight_update_time: 0.1092887521, other_time: 2.4793548584
epoch time: 4.4923853874s, input_fired_time: 0.0649956986, output_fired_time: 0.0000000000, propagate_forward_time: 4.0059700012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4214196205
validation[          , genome  3679] predictions:    9542/  10000 (95.42%), best:    9574/10000 (95.74%), error:      1511.22986, best error:      1454.70667 on epoch:    49, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 67.3894271851s, input_fired_time: 0.6093619466, output_fired_time: 0.5142033696, propagate_forward_time: 25.4846401215, propagate_backward_time: 37.9768218994, weight_update_time: 0.1148452163, other_time: 2.8043975830
epoch time: 9.2164249420s, input_fired_time: 0.1220999658, output_fired_time: 0.0000000000, propagate_forward_time: 8.1958446503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8984804153
validation[          , genome  3679] predictions:    9562/  10000 (95.62%), best:    9574/10000 (95.74%), error:      1527.23511, best error:      1454.70667 on epoch:    49, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 58.7463035583s, input_fired_time: 0.5242376924, output_fired_time: 0.4623056054, propagate_forward_time: 21.7610359192, propagate_backward_time: 32.5078887939, weight_update_time: 0.1084461585, other_time: 3.4908332825
epoch time: 4.5116109848s, input_fired_time: 0.0657951832, output_fired_time: 0.0000000000, propagate_forward_time: 4.0219407082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4238753319
validation[          , genome  3679] predictions:    9538/  10000 (95.38%), best:    9574/10000 (95.74%), error:      1540.76709, best error:      1454.70667 on epoch:    49, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 58.4786911011s, input_fired_time: 0.5211012363, output_fired_time: 0.4596691132, propagate_forward_time: 21.7042484283, propagate_backward_time: 33.3491096497, weight_update_time: 0.1078563482, other_time: 2.4445610046
epoch time: 5.8625788689s, input_fired_time: 0.0698714554, output_fired_time: 0.0000000000, propagate_forward_time: 4.3294305801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4632768631
validation[          , genome  3679] predictions:    9549/  10000 (95.49%), best:    9574/10000 (95.74%), error:      1471.18347, best error:      1454.70667 on epoch:    49, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 57.1023635864s, input_fired_time: 0.5179123878, output_fired_time: 0.4617332220, propagate_forward_time: 20.5097293854, propagate_backward_time: 33.1713294983, weight_update_time: 0.1076569185, other_time: 2.4416542053
epoch time: 4.8421874046s, input_fired_time: 0.0700351968, output_fired_time: 0.0000000000, propagate_forward_time: 4.3217091560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4504432678
validation[          , genome  3679] predictions:    9539/  10000 (95.39%), best:    9574/10000 (95.74%), error:      1558.20825, best error:      1454.70667 on epoch:    49, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 58.9174156189s, input_fired_time: 0.5272890925, output_fired_time: 0.4618467689, propagate_forward_time: 21.7843074799, propagate_backward_time: 33.6382484436, weight_update_time: 0.1094811782, other_time: 2.5057258606
epoch time: 4.5523481369s, input_fired_time: 0.0661808103, output_fired_time: 0.0000000000, propagate_forward_time: 4.0615086555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4246587753
validation[          , genome  3679] predictions:    9535/  10000 (95.35%), best:    9574/10000 (95.74%), error:      1569.94775, best error:      1454.70667 on epoch:    49, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 68.9706039429s, input_fired_time: 0.6415436864, output_fired_time: 0.6734336019, propagate_forward_time: 25.6613674164, propagate_backward_time: 39.0633010864, weight_update_time: 0.1458079070, other_time: 2.9309616089
epoch time: 5.7345910072s, input_fired_time: 0.0709035769, output_fired_time: 0.0000000000, propagate_forward_time: 5.2076706886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4560165405
validation[          , genome  3679] predictions:    9548/  10000 (95.48%), best:    9574/10000 (95.74%), error:      1534.24670, best error:      1454.70667 on epoch:    49, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 58.1821517944s, input_fired_time: 0.5241631866, output_fired_time: 0.4591079056, propagate_forward_time: 20.5829792023, propagate_backward_time: 34.1506576538, weight_update_time: 0.1088170707, other_time: 2.4652481079
epoch time: 4.2871971130s, input_fired_time: 0.0634245351, output_fired_time: 0.0000000000, propagate_forward_time: 3.8202784061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4034941196
validation[          , genome  3679] predictions:    9559/  10000 (95.59%), best:    9574/10000 (95.74%), error:      1496.86377, best error:      1454.70667 on epoch:    49, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 58.3668441772s, input_fired_time: 0.5219049454, output_fired_time: 0.4579964280, propagate_forward_time: 21.5539951324, propagate_backward_time: 33.3695945740, weight_update_time: 0.1081276163, other_time: 2.4633522034
epoch time: 4.5518870354s, input_fired_time: 0.0660972223, output_fired_time: 0.0000000000, propagate_forward_time: 4.0548510551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4309387207
validation[          , genome  3679] predictions:    9516/  10000 (95.16%), best:    9574/10000 (95.74%), error:      1629.48914, best error:      1454.70667 on epoch:    49, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 58.1766471863s, input_fired_time: 0.5259156227, output_fired_time: 0.4590627253, propagate_forward_time: 20.5065898895, propagate_backward_time: 34.2082366943, weight_update_time: 0.1089471504, other_time: 2.4768371582
epoch time: 4.5798802376s, input_fired_time: 0.0664329678, output_fired_time: 0.0000000000, propagate_forward_time: 4.0868782997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4265689850
validation[          , genome  3679] predictions:    9531/  10000 (95.31%), best:    9574/10000 (95.74%), error:      1581.71460, best error:      1454.70667 on epoch:    49, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 58.3485450745s, input_fired_time: 0.5211977959, output_fired_time: 1.4671094418, propagate_forward_time: 22.5829296112, propagate_backward_time: 31.3425655365, weight_update_time: 0.1076994166, other_time: 2.4347400665
epoch time: 4.4654684067s, input_fired_time: 0.0653289855, output_fired_time: 0.0000000000, propagate_forward_time: 3.9785466194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215927124
validation[          , genome  3679] predictions:    9568/  10000 (95.68%), best:    9574/10000 (95.74%), error:      1459.60486, best error:      1454.70667 on epoch:    49, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 58.3169326782s, input_fired_time: 0.5231206417, output_fired_time: 0.4579552114, propagate_forward_time: 22.5851535797, propagate_backward_time: 32.2894592285, weight_update_time: 0.1083025262, other_time: 2.4612426758
epoch time: 5.7657418251s, input_fired_time: 0.0698509440, output_fired_time: 0.0000000000, propagate_forward_time: 5.2476472855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4482436180
validation[          , genome  3679] predictions:    9562/  10000 (95.62%), best:    9574/10000 (95.74%), error:      1492.77307, best error:      1454.70667 on epoch:    49, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 57.2097816467s, input_fired_time: 0.5215153098, output_fired_time: 0.4571053982, propagate_forward_time: 20.5285530090, propagate_backward_time: 33.2668800354, weight_update_time: 0.1078485474, other_time: 2.4357299805
epoch time: 5.8684120178s, input_fired_time: 0.0700947866, output_fired_time: 0.0000000000, propagate_forward_time: 5.3479957581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4503216743
validation[          , genome  3679] predictions:    9555/  10000 (95.55%), best:    9574/10000 (95.74%), error:      1501.41284, best error:      1454.70667 on epoch:    49, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 72.7280502319s, input_fired_time: 1.6762970686, output_fired_time: 0.5505149961, propagate_forward_time: 26.6029224396, propagate_backward_time: 40.8414535522, weight_update_time: 0.1575547308, other_time: 3.0568618774
epoch time: 5.7788038254s, input_fired_time: 0.0685607493, output_fired_time: 0.0000000000, propagate_forward_time: 5.2650823593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4451608658
validation[          , genome  3679] predictions:    9561/  10000 (95.61%), best:    9574/10000 (95.74%), error:      1469.96814, best error:      1454.70667 on epoch:    49, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 62.5280303955s, input_fired_time: 0.5266513228, output_fired_time: 0.5049641132, propagate_forward_time: 21.9935092926, propagate_backward_time: 36.8689727783, weight_update_time: 0.1254052371, other_time: 2.6339340210
epoch time: 4.5746712685s, input_fired_time: 0.0669221729, output_fired_time: 0.0000000000, propagate_forward_time: 4.0723671913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4353818893
validation[          , genome  3679] predictions:    9545/  10000 (95.45%), best:    9574/10000 (95.74%), error:      1516.89136, best error:      1454.70667 on epoch:    49, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 62.6108436584s, input_fired_time: 0.5542294383, output_fired_time: 0.5018882751, propagate_forward_time: 24.2366771698, propagate_backward_time: 34.7214241028, weight_update_time: 0.1088997424, other_time: 2.5966224670
epoch time: 4.5033311844s, input_fired_time: 0.0654277131, output_fired_time: 0.0000000000, propagate_forward_time: 4.0105166435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4273867607
validation[          , genome  3679] predictions:    9560/  10000 (95.60%), best:    9574/10000 (95.74%), error:      1533.01770, best error:      1454.70667 on epoch:    49, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 58.1995353699s, input_fired_time: 0.5252515674, output_fired_time: 0.4579400420, propagate_forward_time: 21.5701789856, propagate_backward_time: 33.2035865784, weight_update_time: 0.1075773388, other_time: 2.4425773621
epoch time: 5.9685087204s, input_fired_time: 0.0717627332, output_fired_time: 0.0000000000, propagate_forward_time: 5.4369740486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4597721100
validation[          , genome  3679] predictions:    9557/  10000 (95.57%), best:    9574/10000 (95.74%), error:      1500.79578, best error:      1454.70667 on epoch:    49, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 58.5554809570s, input_fired_time: 0.5277881622, output_fired_time: 0.4603029490, propagate_forward_time: 20.6115474701, propagate_backward_time: 34.4808616638, weight_update_time: 0.1089074686, other_time: 2.4749794006
epoch time: 4.6585369110s, input_fired_time: 0.0682073981, output_fired_time: 0.0000000000, propagate_forward_time: 4.1527686119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4375610352
validation[          , genome  3679] predictions:    9564/  10000 (95.64%), best:    9574/10000 (95.74%), error:      1455.68274, best error:      1454.70667 on epoch:    49, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 58.5448532104s, input_fired_time: 0.5272484422, output_fired_time: 0.4605636001, propagate_forward_time: 21.6660823822, propagate_backward_time: 33.4274635315, weight_update_time: 0.1081221551, other_time: 2.4634971619
epoch time: 4.5278372765s, input_fired_time: 0.0671215579, output_fired_time: 0.0000000000, propagate_forward_time: 4.0329813957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4277343750
validation[          , genome  3679] predictions:    9548/  10000 (95.48%), best:    9574/10000 (95.74%), error:      1501.89160, best error:      1454.70667 on epoch:    49, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 58.7857666016s, input_fired_time: 0.5278736353, output_fired_time: 0.4633905590, propagate_forward_time: 21.8051528931, propagate_backward_time: 33.5229377747, weight_update_time: 0.1084853411, other_time: 2.4664115906
epoch time: 4.5250535011s, input_fired_time: 0.0666890517, output_fired_time: 0.0000000000, propagate_forward_time: 4.0318164825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4265480042
validation[          , genome  3679] predictions:    9485/  10000 (94.85%), best:    9574/10000 (95.74%), error:      1679.76514, best error:      1454.70667 on epoch:    49, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 58.6343688965s, input_fired_time: 0.5279964209, output_fired_time: 0.4603806138, propagate_forward_time: 23.6984386444, propagate_backward_time: 31.4805698395, weight_update_time: 0.1087545604, other_time: 2.4669857025
epoch time: 4.6041460037s, input_fired_time: 0.0681390166, output_fired_time: 0.0000000000, propagate_forward_time: 4.0998015404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4362053871
validation[          , genome  3679] predictions:    9526/  10000 (95.26%), best:    9574/10000 (95.74%), error:      1560.69531, best error:      1454.70667 on epoch:    49, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 58.5541801453s, input_fired_time: 0.5294887424, output_fired_time: 0.4615260363, propagate_forward_time: 21.6763534546, propagate_backward_time: 33.4113998413, weight_update_time: 0.1088928580, other_time: 2.4754142761
epoch time: 5.7394323349s, input_fired_time: 0.0697868913, output_fired_time: 0.0000000000, propagate_forward_time: 5.2234287262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4462165833
validation[          , genome  3679] predictions:    9519/  10000 (95.19%), best:    9574/10000 (95.74%), error:      1620.61597, best error:      1454.70667 on epoch:    49, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 64.8198699951s, input_fired_time: 0.5482225418, output_fired_time: 2.5419483185, propagate_forward_time: 23.0485477448, propagate_backward_time: 35.9845619202, weight_update_time: 0.1117264107, other_time: 2.6965904236
epoch time: 4.5831837654s, input_fired_time: 0.0679855645, output_fired_time: 0.0000000000, propagate_forward_time: 4.0744848251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4407134056
validation[          , genome  3679] predictions:    9553/  10000 (95.53%), best:    9574/10000 (95.74%), error:      1496.45435, best error:      1454.70667 on epoch:    49, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 77.0124282837s, input_fired_time: 0.6841142178, output_fired_time: 0.6240709424, propagate_forward_time: 30.1521301270, propagate_backward_time: 42.3978080750, weight_update_time: 0.1244880036, other_time: 3.1543083191
epoch time: 4.6557059288s, input_fired_time: 0.0672432110, output_fired_time: 0.0000000000, propagate_forward_time: 4.1618747711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4265880585
validation[          , genome  3679] predictions:    9559/  10000 (95.59%), best:    9574/10000 (95.74%), error:      1501.14746, best error:      1454.70667 on epoch:    49, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 58.6110687256s, input_fired_time: 0.5280308723, output_fired_time: 0.4595997632, propagate_forward_time: 22.7160377502, propagate_backward_time: 32.4259147644, weight_update_time: 0.1083964109, other_time: 2.4814872742
epoch time: 4.5061678886s, input_fired_time: 0.0663518533, output_fired_time: 0.0000000000, propagate_forward_time: 4.0215997696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4182162285
validation[          , genome  3679] predictions:    9553/  10000 (95.53%), best:    9574/10000 (95.74%), error:      1517.30090, best error:      1454.70667 on epoch:    49, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 68.5077133179s, input_fired_time: 0.5825800896, output_fired_time: 0.5360576510, propagate_forward_time: 25.1818447113, propagate_backward_time: 39.3169174194, weight_update_time: 0.1418246478, other_time: 2.8903121948
epoch time: 7.4382581711s, input_fired_time: 0.1143546104, output_fired_time: 0.0000000000, propagate_forward_time: 6.6497015953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6742019653
validation[          , genome  3679] predictions:    9532/  10000 (95.32%), best:    9574/10000 (95.74%), error:      1597.62451, best error:      1454.70667 on epoch:    49, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 66.4057388306s, input_fired_time: 0.6037158966, output_fired_time: 0.5217093229, propagate_forward_time: 25.2937107086, propagate_backward_time: 37.2496795654, weight_update_time: 0.1177999377, other_time: 2.7369308472
epoch time: 5.1267695427s, input_fired_time: 0.0669402480, output_fired_time: 0.0000000000, propagate_forward_time: 4.5961627960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4636664391
validation[          , genome  3679] predictions:    9518/  10000 (95.18%), best:    9574/10000 (95.74%), error:      1601.36365, best error:      1454.70667 on epoch:    49, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 58.7303352356s, input_fired_time: 0.5285861492, output_fired_time: 0.4628511667, propagate_forward_time: 22.7995738983, propagate_backward_time: 32.4809265137, weight_update_time: 0.1080576479, other_time: 2.4583969116
epoch time: 4.4711127281s, input_fired_time: 0.0662409291, output_fired_time: 0.0000000000, propagate_forward_time: 3.9812333584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4236385822
validation[          , genome  3679] predictions:    9565/  10000 (95.65%), best:    9574/10000 (95.74%), error:      1522.92798, best error:      1454.70667 on epoch:    49, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 58.2976837158s, input_fired_time: 1.5374004841, output_fired_time: 0.4595543146, propagate_forward_time: 20.5156688690, propagate_backward_time: 33.3202095032, weight_update_time: 0.1082527414, other_time: 2.4648551941
epoch time: 4.5815482140s, input_fired_time: 0.0686487630, output_fired_time: 0.0000000000, propagate_forward_time: 4.0722846985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4406147003
validation[          , genome  3679] predictions:    9546/  10000 (95.46%), best:    9574/10000 (95.74%), error:      1550.60217, best error:      1454.70667 on epoch:    49, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 58.0605735779s, input_fired_time: 0.5307844877, output_fired_time: 0.4571528137, propagate_forward_time: 20.5489540100, propagate_backward_time: 34.0424118042, weight_update_time: 0.1095579565, other_time: 2.4812698364
epoch time: 4.5952816010s, input_fired_time: 0.0675559565, output_fired_time: 0.0000000000, propagate_forward_time: 4.0959386826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4317870140
validation[          , genome  3679] predictions:    9541/  10000 (95.41%), best:    9574/10000 (95.74%), error:      1578.69104, best error:      1454.70667 on epoch:    49, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 68.1476287842s, input_fired_time: 0.5996995568, output_fired_time: 0.5108416080, propagate_forward_time: 24.0358600616, propagate_backward_time: 40.1179428101, weight_update_time: 0.1224992648, other_time: 2.8832855225
epoch time: 4.5586729050s, input_fired_time: 0.0674567521, output_fired_time: 0.0000000000, propagate_forward_time: 4.0612912178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4299249649
validation[          , genome  3679] predictions:    9538/  10000 (95.38%), best:    9574/10000 (95.74%), error:      1564.97070, best error:      1454.70667 on epoch:    49, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 58.5299568176s, input_fired_time: 0.5305318832, output_fired_time: 0.4609373808, propagate_forward_time: 21.6434345245, propagate_backward_time: 33.4296913147, weight_update_time: 0.1084711254, other_time: 2.4653587341
epoch time: 4.4532842636s, input_fired_time: 0.0654267296, output_fired_time: 0.0000000000, propagate_forward_time: 3.9716117382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4162456989
validation[          , genome  3679] predictions:    9541/  10000 (95.41%), best:    9574/10000 (95.74%), error:      1548.49634, best error:      1454.70667 on epoch:    49, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 58.2443618774s, input_fired_time: 0.5284253955, output_fired_time: 0.4575617313, propagate_forward_time: 21.5452785492, propagate_backward_time: 33.2470741272, weight_update_time: 0.1078465283, other_time: 2.4660224915
epoch time: 4.5942006111s, input_fired_time: 0.0675682202, output_fired_time: 0.0000000000, propagate_forward_time: 4.0930247307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4336075783
validation[          , genome  3679] predictions:    9566/  10000 (95.66%), best:    9574/10000 (95.74%), error:      1508.51270, best error:      1454.70667 on epoch:    49, 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: 25.1417255402s, input_fired_time: 0.3320904970, output_fired_time: 0.0000000000, propagate_forward_time: 22.5129356384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2966995239
best training[          , genome  3679] predictions:   48579/  50000 (97.16%), best:    9574/10000 (95.74%), error:      5364.10010, best error:      1454.70667 on epoch:    49, 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: 4.5310244560s, input_fired_time: 0.0657566190, output_fired_time: 0.0000000000, propagate_forward_time: 4.0319962502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4332714081
   testing[          , genome  3679] predictions:    9639/  10000 (96.39%), best:    9574/10000 (95.74%), error:      1280.77783, best error:      1454.70667 on epoch:    49, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:18:40 (10964): called boinc_finish(0)

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