Nameexact_genome_1512568488_42_6526_0
Workunit2603843
Created7 Dec 2017, 20:16:34 UTC
Sent7 Dec 2017, 20:21:49 UTC
Report deadline12 Dec 2017, 16:24:42 UTC
Received8 Dec 2017, 6:01:22 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID47445
Run time1 hours 57 min 29 sec
CPU time1 hours 54 min 24 sec
Validate stateValid
Credit1,208.83
Device peak FLOPS4.50 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size123.85 MB
Peak swap size2,589.43 MB
Peak disk usage1.27 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 64.3028640747s, input_fired_time: 0.5907814503, output_fired_time: 0.4084281623, propagate_forward_time: 22.1138420105, propagate_backward_time: 39.4219894409, weight_update_time: 0.1037206799, other_time: 1.7678222656
epoch time: 4.8359456062s, input_fired_time: 0.0781363025, output_fired_time: 0.0000000000, propagate_forward_time: 4.4324240685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3253850937
validation[          , genome  6526] predictions:    9633/  10000 (96.33%), best:    9656/10000 (96.56%), error:      1212.46533, best error:      1141.02002 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 64.4199371338s, input_fired_time: 0.5745556355, output_fired_time: 0.4058737159, propagate_forward_time: 22.1621589661, propagate_backward_time: 39.4796562195, weight_update_time: 0.1004616320, other_time: 1.7976951599
epoch time: 4.7892546654s, input_fired_time: 0.0767101794, output_fired_time: 0.0000000000, propagate_forward_time: 4.3873972893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3251471519
validation[          , genome  6526] predictions:    9632/  10000 (96.32%), best:    9656/10000 (96.56%), error:      1264.28699, best error:      1141.02002 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 64.2724609375s, input_fired_time: 0.5859741569, output_fired_time: 0.4108852148, propagate_forward_time: 22.1179332733, propagate_backward_time: 39.3766593933, weight_update_time: 0.1005978137, other_time: 1.7810096741
epoch time: 4.8542103767s, input_fired_time: 0.0729267150, output_fired_time: 0.0000000000, propagate_forward_time: 4.4606337547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3206501007
validation[          , genome  6526] predictions:    9649/  10000 (96.49%), best:    9649/10000 (96.49%), error:      1138.47974, best error:      1138.47974 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 64.5008316040s, input_fired_time: 0.5855988264, output_fired_time: 0.4105138183, propagate_forward_time: 22.2664318085, propagate_backward_time: 39.4593887329, weight_update_time: 0.1004668772, other_time: 1.7789001465
epoch time: 4.8462429047s, input_fired_time: 0.0778637081, output_fired_time: 0.0000000000, propagate_forward_time: 4.4483151436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3200640678
validation[          , genome  6526] predictions:    9611/  10000 (96.11%), best:    9649/10000 (96.49%), error:      1292.50623, best error:      1138.47974 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 64.3615951538s, input_fired_time: 0.5750683546, output_fired_time: 0.4157384932, propagate_forward_time: 22.1230335236, propagate_backward_time: 39.4779586792, weight_update_time: 0.1023550779, other_time: 1.7697982788
epoch time: 4.8285312653s, input_fired_time: 0.0724237487, output_fired_time: 0.0000000000, propagate_forward_time: 4.4278330803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3282742500
validation[          , genome  6526] predictions:    9651/  10000 (96.51%), best:    9651/10000 (96.51%), error:      1136.43311, best error:      1136.43311 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 64.3839797974s, input_fired_time: 0.5717477202, output_fired_time: 0.4134145081, propagate_forward_time: 22.1473636627, propagate_backward_time: 39.4828681946, weight_update_time: 0.1013836041, other_time: 1.7685890198
epoch time: 4.8131518364s, input_fired_time: 0.0758966580, output_fired_time: 0.0000000000, propagate_forward_time: 4.4108977318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3263573647
validation[          , genome  6526] predictions:    9520/  10000 (95.20%), best:    9651/10000 (96.51%), error:      1611.96582, best error:      1136.43311 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 64.3690795898s, input_fired_time: 0.5680200458, output_fired_time: 0.4166643023, propagate_forward_time: 22.1844692230, propagate_backward_time: 39.4323348999, weight_update_time: 0.0974197164, other_time: 1.7675933838
epoch time: 4.8447718620s, input_fired_time: 0.0726735815, output_fired_time: 0.0000000000, propagate_forward_time: 4.4421362877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3299617767
validation[          , genome  6526] predictions:    9536/  10000 (95.36%), best:    9651/10000 (96.51%), error:      1520.55322, best error:      1136.43311 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 64.2712249756s, input_fired_time: 0.5618178844, output_fired_time: 0.4040587842, propagate_forward_time: 22.1368026733, propagate_backward_time: 39.3802680969, weight_update_time: 0.1014160141, other_time: 1.7882766724
epoch time: 4.8547549248s, input_fired_time: 0.0762140155, output_fired_time: 0.0000000000, propagate_forward_time: 4.4568362236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3217048645
validation[          , genome  6526] predictions:    9633/  10000 (96.33%), best:    9651/10000 (96.51%), error:      1312.68970, best error:      1136.43311 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 64.4377059937s, input_fired_time: 0.5644699931, output_fired_time: 0.4113661647, propagate_forward_time: 22.1251544952, propagate_backward_time: 39.5751037598, weight_update_time: 0.1005852222, other_time: 1.7616119385
epoch time: 4.8042402267s, input_fired_time: 0.0770949647, output_fired_time: 0.0000000000, propagate_forward_time: 4.4064807892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3206644058
validation[          , genome  6526] predictions:    9569/  10000 (95.69%), best:    9651/10000 (96.51%), error:      1327.01477, best error:      1136.43311 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 64.4754714966s, input_fired_time: 0.5602529645, output_fired_time: 0.4167149663, propagate_forward_time: 22.1985778809, propagate_backward_time: 39.5371932983, weight_update_time: 0.1011310294, other_time: 1.7627334595
epoch time: 4.8779792786s, input_fired_time: 0.0758555382, output_fired_time: 0.0000000000, propagate_forward_time: 4.4634003639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3387231827
validation[          , genome  6526] predictions:    9662/  10000 (96.62%), best:    9651/10000 (96.51%), error:      1186.00537, best error:      1136.43311 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 64.5058441162s, input_fired_time: 0.5801726580, output_fired_time: 0.4100165665, propagate_forward_time: 22.1666164398, propagate_backward_time: 39.5541610718, weight_update_time: 0.0978645533, other_time: 1.7948760986
epoch time: 4.8455243111s, input_fired_time: 0.0720413551, output_fired_time: 0.0000000000, propagate_forward_time: 4.4564499855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3170328140
validation[          , genome  6526] predictions:    9635/  10000 (96.35%), best:    9651/10000 (96.51%), error:      1218.53101, best error:      1136.43311 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 64.5642318726s, input_fired_time: 0.5668408871, output_fired_time: 0.4084784389, propagate_forward_time: 22.2710628510, propagate_backward_time: 39.5515823364, weight_update_time: 0.0985421538, other_time: 1.7662658691
epoch time: 4.8570213318s, input_fired_time: 0.0738561228, output_fired_time: 0.0000000000, propagate_forward_time: 4.4608421326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3223228455
validation[          , genome  6526] predictions:    9637/  10000 (96.37%), best:    9651/10000 (96.51%), error:      1196.13135, best error:      1136.43311 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 64.3565063477s, input_fired_time: 0.5597012043, output_fired_time: 0.4133368134, propagate_forward_time: 22.1255187988, propagate_backward_time: 39.4933128357, weight_update_time: 0.0980987176, other_time: 1.7646369934
epoch time: 4.8373622894s, input_fired_time: 0.0765806660, output_fired_time: 0.0000000000, propagate_forward_time: 4.4366660118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3241157532
validation[          , genome  6526] predictions:    9570/  10000 (95.70%), best:    9651/10000 (96.51%), error:      1382.86377, best error:      1136.43311 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 64.4688568115s, input_fired_time: 0.5747421980, output_fired_time: 0.4179543257, propagate_forward_time: 22.2678394318, propagate_backward_time: 39.4437141418, weight_update_time: 0.0982504189, other_time: 1.7646064758
epoch time: 4.8171977997s, input_fired_time: 0.0790297911, output_fired_time: 0.0000000000, propagate_forward_time: 4.4207577705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3174104691
validation[          , genome  6526] predictions:    9660/  10000 (96.60%), best:    9651/10000 (96.51%), error:      1218.92871, best error:      1136.43311 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 64.3606719971s, input_fired_time: 0.5651552677, output_fired_time: 0.4096335769, propagate_forward_time: 22.2433834076, propagate_backward_time: 39.3788795471, weight_update_time: 0.1012054682, other_time: 1.7636222839
epoch time: 4.8241777420s, input_fired_time: 0.0763291270, output_fired_time: 0.0000000000, propagate_forward_time: 4.4302735329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3175749779
validation[          , genome  6526] predictions:    9674/  10000 (96.74%), best:    9674/10000 (96.74%), error:      1091.84509, best error:      1091.84509 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 64.7308425903s, input_fired_time: 0.5590707064, output_fired_time: 0.4288196564, propagate_forward_time: 22.2449264526, propagate_backward_time: 39.7046966553, weight_update_time: 0.1013483033, other_time: 1.7933273315
epoch time: 4.8429093361s, input_fired_time: 0.0731837824, output_fired_time: 0.0000000000, propagate_forward_time: 4.4463763237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3233489990
validation[          , genome  6526] predictions:    9656/  10000 (96.56%), best:    9674/10000 (96.74%), error:      1107.33484, best error:      1091.84509 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 64.3965530396s, input_fired_time: 0.5724429488, output_fired_time: 0.4110334814, propagate_forward_time: 22.0619964600, propagate_backward_time: 39.5752944946, weight_update_time: 0.0980437249, other_time: 1.7757873535
epoch time: 4.8565230370s, input_fired_time: 0.0749556422, output_fired_time: 0.0000000000, propagate_forward_time: 4.4567146301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3248529434
validation[          , genome  6526] predictions:    9631/  10000 (96.31%), best:    9674/10000 (96.74%), error:      1236.75427, best error:      1091.84509 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 64.3075561523s, input_fired_time: 0.5653687716, output_fired_time: 0.4031638503, propagate_forward_time: 22.1248054504, propagate_backward_time: 39.4500923157, weight_update_time: 0.1019270420, other_time: 1.7641258240
epoch time: 4.8839092255s, input_fired_time: 0.0767209083, output_fired_time: 0.0000000000, propagate_forward_time: 4.4877505302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3194379807
validation[          , genome  6526] predictions:    9662/  10000 (96.62%), best:    9674/10000 (96.74%), error:      1103.62024, best error:      1091.84509 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 64.4969024658s, input_fired_time: 0.5608820915, output_fired_time: 0.4078263342, propagate_forward_time: 22.2306079865, propagate_backward_time: 39.5321578979, weight_update_time: 0.1003196165, other_time: 1.7654266357
epoch time: 4.7849626541s, input_fired_time: 0.0717866346, output_fired_time: 0.0000000000, propagate_forward_time: 4.3931484222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3200278282
validation[          , genome  6526] predictions:    9612/  10000 (96.12%), best:    9674/10000 (96.74%), error:      1295.55688, best error:      1091.84509 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 64.6212997437s, input_fired_time: 0.5642576814, output_fired_time: 0.4125326872, propagate_forward_time: 22.1919460297, propagate_backward_time: 39.6842498779, weight_update_time: 0.0992766991, other_time: 1.7683181763
epoch time: 4.8077669144s, input_fired_time: 0.0714691505, output_fired_time: 0.0000000000, propagate_forward_time: 4.4159770012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3203206062
validation[          , genome  6526] predictions:    9673/  10000 (96.73%), best:    9674/10000 (96.74%), error:      1126.66968, best error:      1091.84509 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 64.6057281494s, input_fired_time: 0.5585452914, output_fired_time: 0.4120748341, propagate_forward_time: 22.2318000793, propagate_backward_time: 39.5975608826, weight_update_time: 0.1041886061, other_time: 1.8057441711
epoch time: 4.8227620125s, input_fired_time: 0.0737787858, output_fired_time: 0.0000000000, propagate_forward_time: 4.4254193306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3235640526
validation[          , genome  6526] predictions:    9646/  10000 (96.46%), best:    9674/10000 (96.74%), error:      1150.53809, best error:      1091.84509 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 64.4213333130s, input_fired_time: 0.5601117611, output_fired_time: 0.4137524664, propagate_forward_time: 22.2008457184, propagate_backward_time: 39.4844932556, weight_update_time: 0.1001149416, other_time: 1.7621269226
epoch time: 4.8082404137s, input_fired_time: 0.0723431855, output_fired_time: 0.0000000000, propagate_forward_time: 4.4182219505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3176751137
validation[          , genome  6526] predictions:    9671/  10000 (96.71%), best:    9674/10000 (96.74%), error:      1107.83740, best error:      1091.84509 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 64.5483093262s, input_fired_time: 0.5685398579, output_fired_time: 0.4142548144, propagate_forward_time: 22.2009544373, propagate_backward_time: 39.5870819092, weight_update_time: 0.0988428220, other_time: 1.7774810791
epoch time: 4.7981619835s, input_fired_time: 0.0748311877, output_fired_time: 0.0000000000, propagate_forward_time: 4.3899860382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3333449364
validation[          , genome  6526] predictions:    9654/  10000 (96.54%), best:    9674/10000 (96.74%), error:      1194.63489, best error:      1091.84509 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 64.5701828003s, input_fired_time: 0.5595674515, output_fired_time: 0.4181039929, propagate_forward_time: 22.2074985504, propagate_backward_time: 39.6090469360, weight_update_time: 0.1033958569, other_time: 1.7759628296
epoch time: 4.8211874962s, input_fired_time: 0.0753366128, output_fired_time: 0.0000000000, propagate_forward_time: 4.4248085022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3210425377
validation[          , genome  6526] predictions:    9665/  10000 (96.65%), best:    9674/10000 (96.74%), error:      1140.11584, best error:      1091.84509 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 64.5652694702s, input_fired_time: 0.5606059432, output_fired_time: 0.4143168032, propagate_forward_time: 22.2562484741, propagate_backward_time: 39.5768089294, weight_update_time: 0.0988310352, other_time: 1.7572860718
epoch time: 4.8513035774s, input_fired_time: 0.0721779913, output_fired_time: 0.0000000000, propagate_forward_time: 4.4593811035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3197445869
validation[          , genome  6526] predictions:    9677/  10000 (96.77%), best:    9674/10000 (96.74%), error:      1103.40369, best error:      1091.84509 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 64.5545654297s, input_fired_time: 0.5622330904, output_fired_time: 0.4086586535, propagate_forward_time: 22.1999549866, propagate_backward_time: 39.6196746826, weight_update_time: 0.0977823511, other_time: 1.7640457153
epoch time: 4.8436336517s, input_fired_time: 0.0746808797, output_fired_time: 0.0000000000, propagate_forward_time: 4.4357976913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3331551552
validation[          , genome  6526] predictions:    9623/  10000 (96.23%), best:    9674/10000 (96.74%), error:      1288.45459, best error:      1091.84509 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 64.3984069824s, input_fired_time: 0.5657248497, output_fired_time: 0.4103980958, propagate_forward_time: 22.1593284607, propagate_backward_time: 39.5012817383, weight_update_time: 0.0999082774, other_time: 1.7616767883
epoch time: 4.8020925522s, input_fired_time: 0.0714921430, output_fired_time: 0.0000000000, propagate_forward_time: 4.4097337723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3208665848
validation[          , genome  6526] predictions:    9658/  10000 (96.58%), best:    9674/10000 (96.74%), error:      1123.66174, best error:      1091.84509 on epoch:    28, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 64.5270996094s, input_fired_time: 0.5659482479, output_fired_time: 0.4090741873, propagate_forward_time: 22.1997928619, propagate_backward_time: 39.5814743042, weight_update_time: 0.0999775231, other_time: 1.7708129883
epoch time: 4.8562717438s, input_fired_time: 0.0757564530, output_fired_time: 0.0000000000, propagate_forward_time: 4.4528436661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3276715279
validation[          , genome  6526] predictions:    9650/  10000 (96.50%), best:    9674/10000 (96.74%), error:      1154.62622, best error:      1091.84509 on epoch:    28, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 64.8075332642s, input_fired_time: 0.5766774416, output_fired_time: 0.4106642604, propagate_forward_time: 22.2779636383, propagate_backward_time: 39.7411766052, weight_update_time: 0.1025857478, other_time: 1.8010520935
epoch time: 4.8789176941s, input_fired_time: 0.0723736137, output_fired_time: 0.0000000000, propagate_forward_time: 4.4842586517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3222856522
validation[          , genome  6526] predictions:    9663/  10000 (96.63%), best:    9674/10000 (96.74%), error:      1102.04150, best error:      1091.84509 on epoch:    28, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 64.5753021240s, input_fired_time: 0.5761476159, output_fired_time: 0.4089235067, propagate_forward_time: 22.2086029053, propagate_backward_time: 39.6099739075, weight_update_time: 0.0987648889, other_time: 1.7716522217
epoch time: 4.8422942162s, input_fired_time: 0.0748529285, output_fired_time: 0.0000000000, propagate_forward_time: 4.4485383034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3189029694
validation[          , genome  6526] predictions:    9656/  10000 (96.56%), best:    9674/10000 (96.74%), error:      1183.16919, best error:      1091.84509 on epoch:    28, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 64.6408691406s, input_fired_time: 0.5703752637, output_fired_time: 0.4155739546, propagate_forward_time: 22.2599277496, propagate_backward_time: 39.6098365784, weight_update_time: 0.0989076495, other_time: 1.7851600647
epoch time: 4.8715991974s, input_fired_time: 0.0813904703, output_fired_time: 0.0000000000, propagate_forward_time: 4.4696302414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3205785751
validation[          , genome  6526] predictions:    9624/  10000 (96.24%), best:    9674/10000 (96.74%), error:      1237.28198, best error:      1091.84509 on epoch:    28, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 64.4913253784s, input_fired_time: 0.5595496297, output_fired_time: 0.4088911712, propagate_forward_time: 22.1488075256, propagate_backward_time: 39.5842552185, weight_update_time: 0.0991521701, other_time: 1.7898216248
epoch time: 4.8228907585s, input_fired_time: 0.0739710033, output_fired_time: 0.0000000000, propagate_forward_time: 4.4274711609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3214488029
validation[          , genome  6526] predictions:    9673/  10000 (96.73%), best:    9673/10000 (96.73%), error:      1069.17212, best error:      1069.17212 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 64.6017456055s, input_fired_time: 0.5747247338, output_fired_time: 0.4110713005, propagate_forward_time: 22.2438564301, propagate_backward_time: 39.5827522278, weight_update_time: 0.0983465314, other_time: 1.7893409729
epoch time: 4.8236203194s, input_fired_time: 0.0745355561, output_fired_time: 0.0000000000, propagate_forward_time: 4.4271073341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3219776154
validation[          , genome  6526] predictions:    9701/  10000 (97.01%), best:    9701/10000 (97.01%), error:      1032.14746, best error:      1032.14746 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 64.5355377197s, input_fired_time: 0.5610861182, output_fired_time: 0.4121317863, propagate_forward_time: 22.1082839966, propagate_backward_time: 39.6652069092, weight_update_time: 0.1010136232, other_time: 1.7888298035
epoch time: 4.8462166786s, input_fired_time: 0.0737246946, output_fired_time: 0.0000000000, propagate_forward_time: 4.4506769180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3218150139
validation[          , genome  6526] predictions:    9661/  10000 (96.61%), best:    9701/10000 (97.01%), error:      1136.68140, best error:      1032.14746 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 64.4782714844s, input_fired_time: 0.5628564358, output_fired_time: 0.4044670761, propagate_forward_time: 22.1907920837, propagate_backward_time: 39.5434913635, weight_update_time: 0.1001967490, other_time: 1.7766647339
epoch time: 4.8549671173s, input_fired_time: 0.0775360018, output_fired_time: 0.0000000000, propagate_forward_time: 4.4544901848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3229408264
validation[          , genome  6526] predictions:    9635/  10000 (96.35%), best:    9701/10000 (97.01%), error:      1271.42822, best error:      1032.14746 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 64.7442855835s, input_fired_time: 0.5665119886, output_fired_time: 0.4084514976, propagate_forward_time: 22.2556018829, propagate_backward_time: 39.7429580688, weight_update_time: 0.0986071154, other_time: 1.7707595825
epoch time: 4.8389582634s, input_fired_time: 0.0783653930, output_fired_time: 0.0000000000, propagate_forward_time: 4.4365253448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3240675926
validation[          , genome  6526] predictions:    9602/  10000 (96.02%), best:    9701/10000 (97.01%), error:      1315.28162, best error:      1032.14746 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 64.6871871948s, input_fired_time: 0.5600977540, output_fired_time: 0.4091592133, propagate_forward_time: 22.2081241608, propagate_backward_time: 39.7515220642, weight_update_time: 0.0977780819, other_time: 1.7582817078
epoch time: 4.7984957695s, input_fired_time: 0.0795459971, output_fired_time: 0.0000000000, propagate_forward_time: 4.4014387131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3175110817
validation[          , genome  6526] predictions:    9643/  10000 (96.43%), best:    9701/10000 (97.01%), error:      1222.10632, best error:      1032.14746 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 64.7214965820s, input_fired_time: 0.5708125830, output_fired_time: 0.4064231515, propagate_forward_time: 22.2261486053, propagate_backward_time: 39.7583351135, weight_update_time: 0.0982780308, other_time: 1.7597770691
epoch time: 4.8443045616s, input_fired_time: 0.0774853304, output_fired_time: 0.0000000000, propagate_forward_time: 4.4507288933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3160901070
validation[          , genome  6526] predictions:    9694/  10000 (96.94%), best:    9701/10000 (97.01%), error:      1033.89832, best error:      1032.14746 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 64.5114974976s, input_fired_time: 0.5678213239, output_fired_time: 0.4137633741, propagate_forward_time: 22.1840686798, propagate_backward_time: 39.5698432922, weight_update_time: 0.1002196819, other_time: 1.7759971619
epoch time: 4.8308959007s, input_fired_time: 0.0735104829, output_fired_time: 0.0000000000, propagate_forward_time: 4.4365749359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3208103180
validation[          , genome  6526] predictions:    9667/  10000 (96.67%), best:    9701/10000 (97.01%), error:      1122.99890, best error:      1032.14746 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 64.5178146362s, input_fired_time: 0.5719836354, output_fired_time: 0.4165738523, propagate_forward_time: 22.1497516632, propagate_backward_time: 39.6173286438, weight_update_time: 0.1001391262, other_time: 1.7621803284
epoch time: 4.8100147247s, input_fired_time: 0.0714609772, output_fired_time: 0.0000000000, propagate_forward_time: 4.4184193611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3201341629
validation[          , genome  6526] predictions:    9667/  10000 (96.67%), best:    9701/10000 (97.01%), error:      1067.45837, best error:      1032.14746 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 64.6648788452s, input_fired_time: 0.5763532519, output_fired_time: 0.4173310101, propagate_forward_time: 22.2178668976, propagate_backward_time: 39.6899147034, weight_update_time: 0.0978463814, other_time: 1.7634086609
epoch time: 4.8142328262s, input_fired_time: 0.0731844008, output_fired_time: 0.0000000000, propagate_forward_time: 4.4212484360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3197999001
validation[          , genome  6526] predictions:    9649/  10000 (96.49%), best:    9701/10000 (97.01%), error:      1181.05249, best error:      1032.14746 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 64.7471542358s, input_fired_time: 0.5712270737, output_fired_time: 0.4147784114, propagate_forward_time: 22.2380714417, propagate_backward_time: 39.7615661621, weight_update_time: 0.0996761844, other_time: 1.7615089417
epoch time: 4.7398157120s, input_fired_time: 0.0764153227, output_fired_time: 0.0000000000, propagate_forward_time: 4.3410220146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3223781586
validation[          , genome  6526] predictions:    9689/  10000 (96.89%), best:    9701/10000 (97.01%), error:      1050.27356, best error:      1032.14746 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 64.7747116089s, input_fired_time: 0.5705345273, output_fired_time: 0.4066333175, propagate_forward_time: 22.2735843658, propagate_backward_time: 39.7646446228, weight_update_time: 0.0982789397, other_time: 1.7593193054
epoch time: 4.8382124901s, input_fired_time: 0.0746781379, output_fired_time: 0.0000000000, propagate_forward_time: 4.4438796043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3196549416
validation[          , genome  6526] predictions:    9678/  10000 (96.78%), best:    9701/10000 (97.01%), error:      1056.06653, best error:      1032.14746 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 64.5001678467s, input_fired_time: 0.5682043433, output_fired_time: 0.4074238241, propagate_forward_time: 22.1813602448, propagate_backward_time: 39.5715675354, weight_update_time: 0.1047989875, other_time: 1.7716102600
epoch time: 4.8611211777s, input_fired_time: 0.0755825341, output_fired_time: 0.0000000000, propagate_forward_time: 4.4613246918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3242139816
validation[          , genome  6526] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:      1026.95740, best error:      1026.95740 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 64.4213638306s, input_fired_time: 0.5803533792, output_fired_time: 0.4170138538, propagate_forward_time: 22.1217346191, propagate_backward_time: 39.5309181213, weight_update_time: 0.0995874703, other_time: 1.7713432312
epoch time: 4.8305444717s, input_fired_time: 0.0731363520, output_fired_time: 0.0000000000, propagate_forward_time: 4.4372763634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3201317787
validation[          , genome  6526] predictions:    9643/  10000 (96.43%), best:    9696/10000 (96.96%), error:      1139.45618, best error:      1026.95740 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 64.6588592529s, input_fired_time: 0.5714046955, output_fired_time: 0.4127386212, propagate_forward_time: 22.1708469391, propagate_backward_time: 39.7265281677, weight_update_time: 0.1005917862, other_time: 1.7773399353
epoch time: 4.7877044678s, input_fired_time: 0.0765617490, output_fired_time: 0.0000000000, propagate_forward_time: 4.3887748718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3223676682
validation[          , genome  6526] predictions:    9702/  10000 (97.02%), best:    9702/10000 (97.02%), error:       995.38257, best error:       995.38257 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 65.0201950073s, input_fired_time: 0.5779024363, output_fired_time: 0.4121014476, propagate_forward_time: 22.2862911224, propagate_backward_time: 39.9689216614, weight_update_time: 0.1040679291, other_time: 1.7749748230
epoch time: 4.8212609291s, input_fired_time: 0.0787273347, output_fired_time: 0.0000000000, propagate_forward_time: 4.4139642715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3285694122
validation[          , genome  6526] predictions:    9655/  10000 (96.55%), best:    9702/10000 (97.02%), error:      1181.87805, best error:       995.38257 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 64.6017379761s, input_fired_time: 0.5680952072, output_fired_time: 0.4229861200, propagate_forward_time: 22.2332820892, propagate_backward_time: 39.6015052795, weight_update_time: 0.1005700678, other_time: 1.7758750916
epoch time: 4.8479003906s, input_fired_time: 0.0745697245, output_fired_time: 0.0000000000, propagate_forward_time: 4.4470081329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3263225555
validation[          , genome  6526] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       979.09607, best error:       979.09607 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 64.5433654785s, input_fired_time: 0.5822519660, output_fired_time: 0.4107100368, propagate_forward_time: 22.1834392548, propagate_backward_time: 39.5976676941, weight_update_time: 0.0981345773, other_time: 1.7692985535
epoch time: 4.8912725449s, input_fired_time: 0.0741501227, output_fired_time: 0.0000000000, propagate_forward_time: 4.4887042046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3284182549
validation[          , genome  6526] predictions:    9669/  10000 (96.69%), best:    9719/10000 (97.19%), error:      1103.66846, best error:       979.09607 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 64.6384201050s, input_fired_time: 0.5812677145, output_fired_time: 0.4049245715, propagate_forward_time: 22.1762332916, propagate_backward_time: 39.6976165771, weight_update_time: 0.1013952568, other_time: 1.7783737183
epoch time: 4.8479633331s, input_fired_time: 0.0741174966, output_fired_time: 0.0000000000, propagate_forward_time: 4.4515767097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3222689629
validation[          , genome  6526] predictions:    9651/  10000 (96.51%), best:    9719/10000 (97.19%), error:      1161.50293, best error:       979.09607 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 64.6848678589s, input_fired_time: 0.5768917203, output_fired_time: 0.4197939634, propagate_forward_time: 22.1593456268, propagate_backward_time: 39.7498283386, weight_update_time: 0.0992066711, other_time: 1.7790107727
epoch time: 4.8327569962s, input_fired_time: 0.0768944398, output_fired_time: 0.0000000000, propagate_forward_time: 4.4312200546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3246426582
validation[          , genome  6526] predictions:    9648/  10000 (96.48%), best:    9719/10000 (97.19%), error:      1175.05627, best error:       979.09607 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 64.6178207397s, input_fired_time: 0.5751225948, output_fired_time: 0.4063566029, propagate_forward_time: 22.1679573059, propagate_backward_time: 39.6904983521, weight_update_time: 0.0988445655, other_time: 1.7778892517
epoch time: 4.8441419601s, input_fired_time: 0.0757023171, output_fired_time: 0.0000000000, propagate_forward_time: 4.4365963936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3318433762
validation[          , genome  6526] predictions:    9636/  10000 (96.36%), best:    9719/10000 (97.19%), error:      1200.73584, best error:       979.09607 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 64.6126251221s, input_fired_time: 0.5754398108, output_fired_time: 0.4093492031, propagate_forward_time: 22.2151699066, propagate_backward_time: 39.6401901245, weight_update_time: 0.1024584994, other_time: 1.7724761963
epoch time: 4.7130393982s, input_fired_time: 0.0727966130, output_fired_time: 0.0000000000, propagate_forward_time: 4.3116455078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3285970688
validation[          , genome  6526] predictions:    9690/  10000 (96.90%), best:    9719/10000 (97.19%), error:      1029.58838, best error:       979.09607 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 64.6497039795s, input_fired_time: 0.5743054748, output_fired_time: 0.4129982293, propagate_forward_time: 22.1798877716, propagate_backward_time: 39.7096290588, weight_update_time: 0.1018065736, other_time: 1.7728843689
epoch time: 4.8599686623s, input_fired_time: 0.0733555034, output_fired_time: 0.0000000000, propagate_forward_time: 4.4630789757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3235340118
validation[          , genome  6526] predictions:    9659/  10000 (96.59%), best:    9719/10000 (97.19%), error:      1165.39526, best error:       979.09607 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 64.6659698486s, input_fired_time: 0.5745108128, output_fired_time: 0.4122876525, propagate_forward_time: 22.2123985291, propagate_backward_time: 39.6860275269, weight_update_time: 0.0982858464, other_time: 1.7807464600
epoch time: 4.8507947922s, input_fired_time: 0.0750807747, output_fired_time: 0.0000000000, propagate_forward_time: 4.4501824379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3255314827
validation[          , genome  6526] predictions:    9393/  10000 (93.93%), best:    9719/10000 (97.19%), error:      2181.10767, best error:       979.09607 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 64.5172805786s, input_fired_time: 0.5760633945, output_fired_time: 0.4053930044, propagate_forward_time: 22.1459808350, propagate_backward_time: 39.6201705933, weight_update_time: 0.0988159403, other_time: 1.7696723938
epoch time: 4.8380885124s, input_fired_time: 0.0825600922, output_fired_time: 0.0000000000, propagate_forward_time: 4.4378991127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3176293373
validation[          , genome  6526] predictions:    9675/  10000 (96.75%), best:    9719/10000 (97.19%), error:      1065.42346, best error:       979.09607 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 64.6759948730s, input_fired_time: 0.5705661774, output_fired_time: 0.4115467370, propagate_forward_time: 22.2046108246, propagate_backward_time: 39.7212104797, weight_update_time: 0.1007254720, other_time: 1.7680625916
epoch time: 4.8374986649s, input_fired_time: 0.0725145563, output_fired_time: 0.0000000000, propagate_forward_time: 4.4364113808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3285727501
validation[          , genome  6526] predictions:    9524/  10000 (95.24%), best:    9719/10000 (97.19%), error:      1681.70105, best error:       979.09607 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 64.4867553711s, input_fired_time: 0.5669682026, output_fired_time: 0.4112079442, propagate_forward_time: 22.0899620056, propagate_backward_time: 39.6516342163, weight_update_time: 0.0982281119, other_time: 1.7669830322
epoch time: 4.8376274109s, input_fired_time: 0.0777006447, output_fired_time: 0.0000000000, propagate_forward_time: 4.4333076477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3266191483
validation[          , genome  6526] predictions:    9651/  10000 (96.51%), best:    9719/10000 (97.19%), error:      1139.96509, best error:       979.09607 on epoch:    61, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 65.0186996460s, input_fired_time: 0.5783674717, output_fired_time: 0.4064419270, propagate_forward_time: 22.2930488586, propagate_backward_time: 39.9595031738, weight_update_time: 0.0994148180, other_time: 1.7813377380
epoch time: 4.7973885536s, input_fired_time: 0.0742124245, output_fired_time: 0.0000000000, propagate_forward_time: 4.4047212601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3184547424
validation[          , genome  6526] predictions:    9673/  10000 (96.73%), best:    9719/10000 (97.19%), error:      1067.52283, best error:       979.09607 on epoch:    61, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 64.5975265503s, input_fired_time: 0.5790917277, output_fired_time: 0.4117187858, propagate_forward_time: 22.2035083771, propagate_backward_time: 39.6292304993, weight_update_time: 0.1002732366, other_time: 1.7739753723
epoch time: 4.8703145981s, input_fired_time: 0.0740860179, output_fired_time: 0.0000000000, propagate_forward_time: 4.4672594070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3289690018
validation[          , genome  6526] predictions:    9678/  10000 (96.78%), best:    9719/10000 (97.19%), error:      1139.86755, best error:       979.09607 on epoch:    61, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 64.3944473267s, input_fired_time: 0.5851378441, output_fired_time: 0.4161900282, propagate_forward_time: 22.0980606079, propagate_backward_time: 39.5250549316, weight_update_time: 0.0998727083, other_time: 1.7700042725
epoch time: 4.8275384903s, input_fired_time: 0.0797295943, output_fired_time: 0.0000000000, propagate_forward_time: 4.4299688339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3178400993
validation[          , genome  6526] predictions:    9701/  10000 (97.01%), best:    9719/10000 (97.19%), error:       994.28381, best error:       979.09607 on epoch:    61, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 64.5794296265s, input_fired_time: 0.5824713111, output_fired_time: 0.4180792570, propagate_forward_time: 22.2047367096, propagate_backward_time: 39.6166191101, weight_update_time: 0.0982885435, other_time: 1.7575263977
epoch time: 4.8293108940s, input_fired_time: 0.0745246187, output_fired_time: 0.0000000000, propagate_forward_time: 4.4299750328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3248114586
validation[          , genome  6526] predictions:    9686/  10000 (96.86%), best:    9719/10000 (97.19%), error:      1062.57922, best error:       979.09607 on epoch:    61, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 64.5049057007s, input_fired_time: 0.5746153593, output_fired_time: 0.4130509794, propagate_forward_time: 22.1682243347, propagate_backward_time: 39.5842971802, weight_update_time: 0.0980083793, other_time: 1.7647171021
epoch time: 5.0053815842s, input_fired_time: 0.0780777037, output_fired_time: 0.0000000000, propagate_forward_time: 4.5947780609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3325257301
validation[          , genome  6526] predictions:    9662/  10000 (96.62%), best:    9719/10000 (97.19%), error:      1100.60498, best error:       979.09607 on epoch:    61, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 64.6229553223s, input_fired_time: 0.5689527392, output_fired_time: 0.4112609029, propagate_forward_time: 22.1812572479, propagate_backward_time: 39.6975288391, weight_update_time: 0.0974841937, other_time: 1.7639503479
epoch time: 4.8231906891s, input_fired_time: 0.0776565969, output_fired_time: 0.0000000000, propagate_forward_time: 4.4222397804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3232941628
validation[          , genome  6526] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:       972.95953, best error:       972.95953 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 64.6061553955s, input_fired_time: 0.5769835114, output_fired_time: 0.4097365439, propagate_forward_time: 22.2859745026, propagate_backward_time: 39.5626602173, weight_update_time: 0.0978196338, other_time: 1.7708053589
epoch time: 4.8302149773s, input_fired_time: 0.0759571269, output_fired_time: 0.0000000000, propagate_forward_time: 4.4344291687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3198285103
validation[          , genome  6526] predictions:    9664/  10000 (96.64%), best:    9697/10000 (96.97%), error:      1199.36841, best error:       972.95953 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 64.4878768921s, input_fired_time: 0.5778219104, output_fired_time: 0.4178125858, propagate_forward_time: 22.1553859711, propagate_backward_time: 39.5575218201, weight_update_time: 0.0982653201, other_time: 1.7793312073
epoch time: 4.7982473373s, input_fired_time: 0.0759881586, output_fired_time: 0.0000000000, propagate_forward_time: 4.3975086212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3247504234
validation[          , genome  6526] predictions:    9675/  10000 (96.75%), best:    9697/10000 (96.97%), error:      1089.81824, best error:       972.95953 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 64.9359970093s, input_fired_time: 0.6010283828, output_fired_time: 0.4141464829, propagate_forward_time: 22.2444820404, propagate_backward_time: 39.9007415771, weight_update_time: 0.0984490067, other_time: 1.7755966187
epoch time: 4.8879394531s, input_fired_time: 0.0777285770, output_fired_time: 0.0000000000, propagate_forward_time: 4.4874129295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3227977753
validation[          , genome  6526] predictions:    9637/  10000 (96.37%), best:    9697/10000 (96.97%), error:      1228.77795, best error:       972.95953 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 64.5330963135s, input_fired_time: 0.5764355659, output_fired_time: 0.4123127759, propagate_forward_time: 22.1276416779, propagate_backward_time: 39.6148719788, weight_update_time: 0.0991947129, other_time: 1.8018379211
epoch time: 4.8408846855s, input_fired_time: 0.0762660727, output_fired_time: 0.0000000000, propagate_forward_time: 4.4387588501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3258595467
validation[          , genome  6526] predictions:    9684/  10000 (96.84%), best:    9697/10000 (96.97%), error:      1082.90771, best error:       972.95953 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 64.7040710449s, input_fired_time: 0.5825356245, output_fired_time: 0.4132178128, propagate_forward_time: 22.1786842346, propagate_backward_time: 39.7631874084, weight_update_time: 0.1018820405, other_time: 1.7664451599
epoch time: 4.8595356941s, input_fired_time: 0.0812480003, output_fired_time: 0.0000000000, propagate_forward_time: 4.4581637383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3201241493
validation[          , genome  6526] predictions:    9691/  10000 (96.91%), best:    9697/10000 (96.97%), error:      1019.03802, best error:       972.95953 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 64.6322402954s, input_fired_time: 0.5851968527, output_fired_time: 0.4136421680, propagate_forward_time: 22.2809410095, propagate_backward_time: 39.5877990723, weight_update_time: 0.1029083058, other_time: 1.7646598816
epoch time: 4.8278598785s, input_fired_time: 0.0811264738, output_fired_time: 0.0000000000, propagate_forward_time: 4.4299082756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3168249130
validation[          , genome  6526] predictions:    9657/  10000 (96.57%), best:    9697/10000 (96.97%), error:      1157.69141, best error:       972.95953 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 64.8069458008s, input_fired_time: 0.5770825744, output_fired_time: 0.4123690128, propagate_forward_time: 22.3134765625, propagate_backward_time: 39.7333259583, weight_update_time: 0.0997980386, other_time: 1.7706947327
epoch time: 4.8139529228s, input_fired_time: 0.0747804865, output_fired_time: 0.0000000000, propagate_forward_time: 4.4097237587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3294487000
validation[          , genome  6526] predictions:    9702/  10000 (97.02%), best:    9702/10000 (97.02%), error:       962.55640, best error:       962.55640 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 64.5827713013s, input_fired_time: 0.5784994960, output_fired_time: 0.4199154079, propagate_forward_time: 22.1364822388, propagate_backward_time: 39.6593666077, weight_update_time: 0.0982027128, other_time: 1.7885093689
epoch time: 4.8488655090s, input_fired_time: 0.0825076252, output_fired_time: 0.0000000000, propagate_forward_time: 4.4485349655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3178229332
validation[          , genome  6526] predictions:    9660/  10000 (96.60%), best:    9702/10000 (97.02%), error:      1161.65112, best error:       962.55640 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 64.7077789307s, input_fired_time: 0.5733758807, output_fired_time: 0.4092554450, propagate_forward_time: 22.2314987183, propagate_backward_time: 39.7283630371, weight_update_time: 0.1016062200, other_time: 1.7652816772
epoch time: 4.8357882500s, input_fired_time: 0.0785847232, output_fired_time: 0.0000000000, propagate_forward_time: 4.4289498329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3282537460
validation[          , genome  6526] predictions:    9629/  10000 (96.29%), best:    9702/10000 (97.02%), error:      1238.64343, best error:       962.55640 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 64.7705993652s, input_fired_time: 0.5934300423, output_fired_time: 0.4123619497, propagate_forward_time: 22.1922359467, propagate_backward_time: 39.7998199463, weight_update_time: 0.1022662744, other_time: 1.7727508545
epoch time: 4.9130339622s, input_fired_time: 0.0771564841, output_fired_time: 0.0000000000, propagate_forward_time: 4.5069837570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3288936615
validation[          , genome  6526] predictions:    9643/  10000 (96.43%), best:    9702/10000 (97.02%), error:      1223.80359, best error:       962.55640 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 64.5732345581s, input_fired_time: 0.5793378949, output_fired_time: 0.4095338881, propagate_forward_time: 22.1939048767, propagate_backward_time: 39.6177368164, weight_update_time: 0.1060680598, other_time: 1.7727203369
epoch time: 4.9057683945s, input_fired_time: 0.0806915164, output_fired_time: 0.0000000000, propagate_forward_time: 4.5005421638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3245348930
validation[          , genome  6526] predictions:    9663/  10000 (96.63%), best:    9702/10000 (97.02%), error:      1118.29089, best error:       962.55640 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 64.7557754517s, input_fired_time: 0.5827052593, output_fired_time: 0.4195012450, propagate_forward_time: 22.2185134888, propagate_backward_time: 39.7619819641, weight_update_time: 0.1030406728, other_time: 1.7730751038
epoch time: 4.8401560783s, input_fired_time: 0.0770735070, output_fired_time: 0.0000000000, propagate_forward_time: 4.4432516098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3198308945
validation[          , genome  6526] predictions:    9687/  10000 (96.87%), best:    9702/10000 (97.02%), error:      1015.11169, best error:       962.55640 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 64.5809249878s, input_fired_time: 0.5748147964, output_fired_time: 0.4082811475, propagate_forward_time: 22.1509494781, propagate_backward_time: 39.6561470032, weight_update_time: 0.0977254659, other_time: 1.7907371521
epoch time: 4.7851772308s, input_fired_time: 0.0758747309, output_fired_time: 0.0000000000, propagate_forward_time: 4.3877615929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3215408325
validation[          , genome  6526] predictions:    9676/  10000 (96.76%), best:    9702/10000 (97.02%), error:      1033.54187, best error:       962.55640 on epoch:    84, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 64.5931777954s, input_fired_time: 0.5830612183, output_fired_time: 0.4153345823, propagate_forward_time: 22.1858024597, propagate_backward_time: 39.6271858215, weight_update_time: 0.0980372205, other_time: 1.7817955017
epoch time: 4.8732032776s, input_fired_time: 0.0779102668, output_fired_time: 0.0000000000, propagate_forward_time: 4.4753808975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3199119568
validation[          , genome  6526] predictions:    9681/  10000 (96.81%), best:    9702/10000 (97.02%), error:      1062.87524, best error:       962.55640 on epoch:    84, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 64.5773391724s, input_fired_time: 0.5975269079, output_fired_time: 0.4090514481, propagate_forward_time: 22.2091464996, propagate_backward_time: 39.6065444946, weight_update_time: 0.0981742367, other_time: 1.7550735474
epoch time: 4.8419628143s, input_fired_time: 0.0785231590, output_fired_time: 0.0000000000, propagate_forward_time: 4.4366936684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3267459869
validation[          , genome  6526] predictions:    9634/  10000 (96.34%), best:    9702/10000 (97.02%), error:      1236.58557, best error:       962.55640 on epoch:    84, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 64.6746520996s, input_fired_time: 0.5813767910, output_fired_time: 0.4112330973, propagate_forward_time: 22.2055912018, propagate_backward_time: 39.7058944702, weight_update_time: 0.0996894464, other_time: 1.7705612183
epoch time: 4.8394894600s, input_fired_time: 0.0785450265, output_fired_time: 0.0000000000, propagate_forward_time: 4.4342713356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3266730309
validation[          , genome  6526] predictions:    9625/  10000 (96.25%), best:    9702/10000 (97.02%), error:      1198.44043, best error:       962.55640 on epoch:    84, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 65.0084686279s, input_fired_time: 0.5929383636, output_fired_time: 0.4075951874, propagate_forward_time: 22.3042774200, propagate_backward_time: 39.9228973389, weight_update_time: 0.1001921147, other_time: 1.7807617188
epoch time: 4.8199930191s, input_fired_time: 0.0766261294, output_fired_time: 0.0000000000, propagate_forward_time: 4.4139461517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3294205666
validation[          , genome  6526] predictions:    9652/  10000 (96.52%), best:    9702/10000 (97.02%), error:      1197.72412, best error:       962.55640 on epoch:    84, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 64.6204528809s, input_fired_time: 0.5863893032, output_fired_time: 0.4102325439, propagate_forward_time: 22.2102489471, propagate_backward_time: 39.6391105652, weight_update_time: 0.1031926870, other_time: 1.7744712830
epoch time: 4.8140988350s, input_fired_time: 0.0770145133, output_fired_time: 0.0000000000, propagate_forward_time: 4.4135022163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3235821724
validation[          , genome  6526] predictions:    9662/  10000 (96.62%), best:    9702/10000 (97.02%), error:      1157.13733, best error:       962.55640 on epoch:    84, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 64.6363143921s, input_fired_time: 0.5828648210, output_fired_time: 0.4099960923, propagate_forward_time: 22.1783943176, propagate_backward_time: 39.6933860779, weight_update_time: 0.0979722515, other_time: 1.7716751099
epoch time: 4.8299064636s, input_fired_time: 0.0789465010, output_fired_time: 0.0000000000, propagate_forward_time: 4.4260864258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3248734474
validation[          , genome  6526] predictions:    9705/  10000 (97.05%), best:    9702/10000 (97.02%), error:       988.02765, best error:       962.55640 on epoch:    84, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 64.6099472046s, input_fired_time: 0.5871937275, output_fired_time: 0.4064775109, propagate_forward_time: 22.1378936768, propagate_backward_time: 39.7166290283, weight_update_time: 0.0996842608, other_time: 1.7617492676
epoch time: 4.8493909836s, input_fired_time: 0.0807344541, output_fired_time: 0.0000000000, propagate_forward_time: 4.4452123642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3234443665
validation[          , genome  6526] predictions:    9696/  10000 (96.96%), best:    9702/10000 (97.02%), error:      1042.81494, best error:       962.55640 on epoch:    84, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 64.8845901489s, input_fired_time: 0.5874374509, output_fired_time: 0.4165723622, propagate_forward_time: 22.2836914062, propagate_backward_time: 39.8196449280, weight_update_time: 0.0979597643, other_time: 1.7772407532
epoch time: 4.8255705833s, input_fired_time: 0.0751026794, output_fired_time: 0.0000000000, propagate_forward_time: 4.4242129326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3262548447
validation[          , genome  6526] predictions:    9575/  10000 (95.75%), best:    9702/10000 (97.02%), error:      1485.79077, best error:       962.55640 on epoch:    84, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 64.6656265259s, input_fired_time: 0.5793510079, output_fired_time: 0.4065157771, propagate_forward_time: 22.2566890717, propagate_backward_time: 39.6598854065, weight_update_time: 0.0992801934, other_time: 1.7631797791
epoch time: 4.8623580933s, input_fired_time: 0.0747064203, output_fired_time: 0.0000000000, propagate_forward_time: 4.4553899765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3322615623
validation[          , genome  6526] predictions:    9654/  10000 (96.54%), best:    9702/10000 (97.02%), error:      1190.87280, best error:       962.55640 on epoch:    84, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 64.6165542603s, input_fired_time: 0.5794925094, output_fired_time: 0.4089467525, propagate_forward_time: 22.1602077484, propagate_backward_time: 39.6969261169, weight_update_time: 0.0980501473, other_time: 1.7709846497
epoch time: 4.8509163857s, input_fired_time: 0.0797937959, output_fired_time: 0.0000000000, propagate_forward_time: 4.4411582947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3299641609
validation[          , genome  6526] predictions:    9690/  10000 (96.90%), best:    9702/10000 (97.02%), error:      1013.60840, best error:       962.55640 on epoch:    84, 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: 24.2249221802s, input_fired_time: 0.3849982321, output_fired_time: 0.0000000000, propagate_forward_time: 22.1903591156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6495647430
best training[          , genome  6526] predictions:   49391/  50000 (98.78%), best:    9702/10000 (97.02%), error:      2396.23779, best error:       962.55640 on epoch:    84, 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: 4.8596978188s, input_fired_time: 0.0760624930, output_fired_time: 0.0000000000, propagate_forward_time: 4.4594554901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3241796494
   testing[          , genome  6526] predictions:    9744/  10000 (97.44%), best:    9702/10000 (97.02%), error:       855.29285, best error:       962.55640 on epoch:    84, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:48:08 (94060): called boinc_finish(0)

</stderr_txt>
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