Nameexact_genome_1512568488_45_7086_1
Workunit2606693
Created7 Dec 2017, 23:49:15 UTC
Sent7 Dec 2017, 23:52:36 UTC
Report deadline17 Dec 2017, 10:06:05 UTC
Received8 Dec 2017, 16:16:48 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time5 hours 38 min 49 sec
CPU time4 hours 41 min 44 sec
Validate stateValid
Credit2,356.51
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.32 MB
Peak swap size159.42 MB
Peak disk usage2.22 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
10000 (97.43%), error:       873.89404, best error:       845.46936 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 147.8880310059s, input_fired_time: 1.6868547201, output_fired_time: 1.4835931063, propagate_forward_time: 55.4235229492, propagate_backward_time: 86.0878143311, weight_update_time: 0.2074639946, other_time: 3.2062377930
epoch time: 11.3871431351s, input_fired_time: 0.2056878507, output_fired_time: 0.0000000000, propagate_forward_time: 10.5917224884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5897331238
validation[          , genome  7086] predictions:    9715/  10000 (97.15%), best:    9743/10000 (97.43%), error:       930.81451, best error:       845.46936 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 149.4166870117s, input_fired_time: 1.7267835140, output_fired_time: 1.5350718498, propagate_forward_time: 56.1906661987, propagate_backward_time: 86.8138656616, weight_update_time: 0.1652957499, other_time: 3.1503143311
epoch time: 13.2711391449s, input_fired_time: 0.2148005217, output_fired_time: 0.0000000000, propagate_forward_time: 12.3001594543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7561788559
validation[          , genome  7086] predictions:    9704/  10000 (97.04%), best:    9743/10000 (97.43%), error:       946.23267, best error:       845.46936 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 154.9388732910s, input_fired_time: 1.8090207577, output_fired_time: 1.6003823280, propagate_forward_time: 58.0856056213, propagate_backward_time: 90.2503814697, weight_update_time: 0.1649122238, other_time: 3.1934814453
epoch time: 13.9861688614s, input_fired_time: 0.3580775559, output_fired_time: 0.0000000000, propagate_forward_time: 12.8463268280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7817640305
validation[          , genome  7086] predictions:    9743/  10000 (97.43%), best:    9743/10000 (97.43%), error:       900.49622, best error:       845.46936 on epoch:     9, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 153.9533996582s, input_fired_time: 1.7208876610, output_fired_time: 1.6358522177, propagate_forward_time: 57.9095001221, propagate_backward_time: 89.5440597534, weight_update_time: 0.1646721661, other_time: 3.1431045532
epoch time: 12.4421024323s, input_fired_time: 0.2141425610, output_fired_time: 0.0000000000, propagate_forward_time: 11.6653223038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5626373291
validation[          , genome  7086] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       743.84534, best error:       743.84534 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 145.6942443848s, input_fired_time: 1.7191734314, output_fired_time: 1.4870229959, propagate_forward_time: 54.4168319702, propagate_backward_time: 84.9804916382, weight_update_time: 0.1615303904, other_time: 3.0907135010
epoch time: 13.3392906189s, input_fired_time: 0.2678306103, output_fired_time: 0.0000000000, propagate_forward_time: 12.3951406479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6763191223
validation[          , genome  7086] predictions:    9706/  10000 (97.06%), best:    9775/10000 (97.75%), error:       910.27728, best error:       743.84534 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 158.5314331055s, input_fired_time: 1.8449771404, output_fired_time: 1.5880793333, propagate_forward_time: 59.3345413208, propagate_backward_time: 92.3093566895, weight_update_time: 0.1626502275, other_time: 3.4544906616
epoch time: 12.0031766891s, input_fired_time: 0.2158061415, output_fired_time: 0.0000000000, propagate_forward_time: 11.2205438614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5668268204
validation[          , genome  7086] predictions:    9716/  10000 (97.16%), best:    9775/10000 (97.75%), error:       900.59222, best error:       743.84534 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 148.9779052734s, input_fired_time: 1.8020446301, output_fired_time: 1.5384986401, propagate_forward_time: 55.6802787781, propagate_backward_time: 86.7307128906, weight_update_time: 0.1637956053, other_time: 3.2263641357
epoch time: 15.8839635849s, input_fired_time: 0.2997210920, output_fired_time: 0.0000000000, propagate_forward_time: 14.6589574814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9252853394
validation[          , genome  7086] predictions:    9756/  10000 (97.56%), best:    9775/10000 (97.75%), error:       823.04449, best error:       743.84534 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 147.7762145996s, input_fired_time: 1.7215930223, output_fired_time: 1.5241779089, propagate_forward_time: 55.4580726624, propagate_backward_time: 85.9219741821, weight_update_time: 0.1653622985, other_time: 3.1503982544
epoch time: 12.1519069672s, input_fired_time: 0.2143145800, output_fired_time: 0.0000000000, propagate_forward_time: 11.3786096573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5589828491
validation[          , genome  7086] predictions:    9728/  10000 (97.28%), best:    9775/10000 (97.75%), error:       866.06189, best error:       743.84534 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 155.8186340332s, input_fired_time: 1.8956435919, output_fired_time: 1.6130417585, propagate_forward_time: 58.8623542786, propagate_backward_time: 90.0975341797, weight_update_time: 0.1687962860, other_time: 3.3500671387
epoch time: 12.0509757996s, input_fired_time: 0.2167839557, output_fired_time: 0.0000000000, propagate_forward_time: 11.2671232224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5670690536
validation[          , genome  7086] predictions:    9729/  10000 (97.29%), best:    9775/10000 (97.75%), error:       856.35028, best error:       743.84534 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 152.4568176270s, input_fired_time: 1.8288350105, output_fired_time: 1.5402984619, propagate_forward_time: 57.4008789063, propagate_backward_time: 88.5458755493, weight_update_time: 0.1673888564, other_time: 3.1409225464
epoch time: 11.0695095062s, input_fired_time: 0.2052388042, output_fired_time: 0.0000000000, propagate_forward_time: 10.3273878098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5368833542
validation[          , genome  7086] predictions:    9758/  10000 (97.58%), best:    9775/10000 (97.75%), error:       810.10388, best error:       743.84534 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 158.0180969238s, input_fired_time: 1.7533105612, output_fired_time: 1.5659786463, propagate_forward_time: 59.3146362305, propagate_backward_time: 92.1678085327, weight_update_time: 0.1688138396, other_time: 3.2163619995
epoch time: 13.4433546066s, input_fired_time: 0.2167548239, output_fired_time: 0.0000000000, propagate_forward_time: 12.6525058746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5740938187
validation[          , genome  7086] predictions:    9744/  10000 (97.44%), best:    9775/10000 (97.75%), error:       873.03149, best error:       743.84534 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 149.8527069092s, input_fired_time: 1.7034409046, output_fired_time: 1.6241251230, propagate_forward_time: 56.0928001404, propagate_backward_time: 87.2453231812, weight_update_time: 0.1627767235, other_time: 3.1870040894
epoch time: 13.5233812332s, input_fired_time: 0.2261409611, output_fired_time: 0.0000000000, propagate_forward_time: 12.7125902176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5846500397
validation[          , genome  7086] predictions:    9774/  10000 (97.74%), best:    9775/10000 (97.75%), error:       757.65588, best error:       743.84534 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 155.5100250244s, input_fired_time: 1.7796593904, output_fired_time: 1.6759321690, propagate_forward_time: 58.0837402344, propagate_backward_time: 90.6790924072, weight_update_time: 0.2290193141, other_time: 3.2915954590
epoch time: 14.3917074203s, input_fired_time: 0.2690318525, output_fired_time: 0.0000000000, propagate_forward_time: 13.5467023849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5759735107
validation[          , genome  7086] predictions:    9752/  10000 (97.52%), best:    9775/10000 (97.75%), error:       862.79181, best error:       743.84534 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 155.4328765869s, input_fired_time: 1.9121063948, output_fired_time: 1.5836143494, propagate_forward_time: 58.8799362183, propagate_backward_time: 89.9424514771, weight_update_time: 0.1658574641, other_time: 3.1147613525
epoch time: 13.2479171753s, input_fired_time: 0.2220489830, output_fired_time: 0.0000000000, propagate_forward_time: 12.4486541748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5772142410
validation[          , genome  7086] predictions:    9725/  10000 (97.25%), best:    9775/10000 (97.75%), error:       866.55756, best error:       743.84534 on epoch:    18, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 154.5154724121s, input_fired_time: 1.8583856821, output_fired_time: 1.5335441828, propagate_forward_time: 58.1589355469, propagate_backward_time: 89.7947387695, weight_update_time: 0.1659690291, other_time: 3.1698760986
epoch time: 18.3279743195s, input_fired_time: 0.2391705960, output_fired_time: 0.0000000000, propagate_forward_time: 17.2230224609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8657817841
validation[          , genome  7086] predictions:    9769/  10000 (97.69%), best:    9775/10000 (97.75%), error:       758.21783, best error:       743.84534 on epoch:    18, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 232.6425628662s, input_fired_time: 2.5493581295, output_fired_time: 3.0433423519, propagate_forward_time: 88.4325332642, propagate_backward_time: 134.1587829590, weight_update_time: 0.1850985736, other_time: 4.4585571289
epoch time: 19.7981777191s, input_fired_time: 0.2372182906, output_fired_time: 0.0000000000, propagate_forward_time: 18.6786880493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8822708130
validation[          , genome  7086] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       700.92419, best error:       700.92419 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 240.3979492188s, input_fired_time: 2.7060284615, output_fired_time: 1.8057589531, propagate_forward_time: 89.1357955933, propagate_backward_time: 141.7407379150, weight_update_time: 0.1847954541, other_time: 5.0096282959
epoch time: 18.3571510315s, input_fired_time: 0.2378398478, output_fired_time: 0.0000000000, propagate_forward_time: 16.7527961731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3665142059
validation[          , genome  7086] predictions:    9782/  10000 (97.82%), best:    9793/10000 (97.93%), error:       722.08661, best error:       700.92419 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 248.9730224609s, input_fired_time: 2.0162649155, output_fired_time: 2.6373701096, propagate_forward_time: 97.2329025269, propagate_backward_time: 142.0066986084, weight_update_time: 0.4347923994, other_time: 5.0797882080
epoch time: 21.8820075989s, input_fired_time: 0.2856931388, output_fired_time: 0.0000000000, propagate_forward_time: 20.5582714081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0380439758
validation[          , genome  7086] predictions:    9734/  10000 (97.34%), best:    9793/10000 (97.93%), error:       867.93561, best error:       700.92419 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 246.9981079102s, input_fired_time: 1.9542671442, output_fired_time: 1.9336872101, propagate_forward_time: 93.5811614990, propagate_backward_time: 144.2541503906, weight_update_time: 0.2317361087, other_time: 5.2748413086
epoch time: 21.1108226776s, input_fired_time: 0.3629770577, output_fired_time: 0.0000000000, propagate_forward_time: 19.9929485321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7548961639
validation[          , genome  7086] predictions:    9764/  10000 (97.64%), best:    9793/10000 (97.93%), error:       775.51392, best error:       700.92419 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 248.3364410400s, input_fired_time: 2.7292995453, output_fired_time: 2.3010315895, propagate_forward_time: 94.3381042480, propagate_backward_time: 143.9326171875, weight_update_time: 0.2414608747, other_time: 5.0354003906
epoch time: 19.4911746979s, input_fired_time: 0.7855730653, output_fired_time: 0.0000000000, propagate_forward_time: 17.8397827148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8658180237
validation[          , genome  7086] predictions:    9731/  10000 (97.31%), best:    9793/10000 (97.93%), error:       844.88135, best error:       700.92419 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 261.5132446289s, input_fired_time: 2.6602942944, output_fired_time: 3.2898042202, propagate_forward_time: 99.4514160156, propagate_backward_time: 150.8390808105, weight_update_time: 0.1881890297, other_time: 5.2726287842
epoch time: 22.8896312714s, input_fired_time: 0.6119879484, output_fired_time: 0.0000000000, propagate_forward_time: 21.3331451416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9444980621
validation[          , genome  7086] predictions:    9723/  10000 (97.23%), best:    9793/10000 (97.93%), error:       929.74023, best error:       700.92419 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 237.4918365479s, input_fired_time: 2.2997779846, output_fired_time: 2.3344390392, propagate_forward_time: 90.7962570190, propagate_backward_time: 136.9728088379, weight_update_time: 0.7101314664, other_time: 5.0885620117
epoch time: 13.4125528336s, input_fired_time: 0.2074035257, output_fired_time: 0.0000000000, propagate_forward_time: 12.6016082764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6035413742
validation[          , genome  7086] predictions:    9697/  10000 (96.97%), best:    9793/10000 (97.93%), error:      1009.41235, best error:       700.92419 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 152.7729949951s, input_fired_time: 1.7359299660, output_fired_time: 1.6144007444, propagate_forward_time: 57.1662216187, propagate_backward_time: 89.0967941284, weight_update_time: 0.1660791337, other_time: 3.1596527100
epoch time: 11.5967874527s, input_fired_time: 0.2094070762, output_fired_time: 0.0000000000, propagate_forward_time: 10.8404893875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5468912125
validation[          , genome  7086] predictions:    9761/  10000 (97.61%), best:    9793/10000 (97.93%), error:       786.25421, best error:       700.92419 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 154.2153015137s, input_fired_time: 1.7573291063, output_fired_time: 1.5513986349, propagate_forward_time: 58.2465209961, propagate_backward_time: 89.5108184814, weight_update_time: 0.1682802588, other_time: 3.1492462158
epoch time: 12.6791486740s, input_fired_time: 0.2201592028, output_fired_time: 0.0000000000, propagate_forward_time: 11.8852052689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5737838745
validation[          , genome  7086] predictions:    9750/  10000 (97.50%), best:    9793/10000 (97.93%), error:       798.14301, best error:       700.92419 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 162.3909606934s, input_fired_time: 1.8425620794, output_fired_time: 1.5807731152, propagate_forward_time: 60.9085960388, propagate_backward_time: 94.5494232178, weight_update_time: 0.1694055796, other_time: 3.5095977783
epoch time: 28.5945434570s, input_fired_time: 0.5512462854, output_fired_time: 0.0000000000, propagate_forward_time: 26.2066707611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8366260529
validation[          , genome  7086] predictions:    9778/  10000 (97.78%), best:    9793/10000 (97.93%), error:       730.82275, best error:       700.92419 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 253.7269744873s, input_fired_time: 2.9890704155, output_fired_time: 3.4020035267, propagate_forward_time: 94.4393463135, propagate_backward_time: 147.1436462402, weight_update_time: 0.1848798394, other_time: 5.7528991699
epoch time: 19.1522521973s, input_fired_time: 0.2383478135, output_fired_time: 0.0000000000, propagate_forward_time: 17.7970161438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1168880463
validation[          , genome  7086] predictions:    9767/  10000 (97.67%), best:    9793/10000 (97.93%), error:       758.36383, best error:       700.92419 on epoch:    30, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 238.5567932129s, input_fired_time: 2.3498680592, output_fired_time: 2.2341949940, propagate_forward_time: 90.4895401001, propagate_backward_time: 138.0780944824, weight_update_time: 0.4348527193, other_time: 5.4050903320
epoch time: 21.0810718536s, input_fired_time: 0.3156455755, output_fired_time: 0.0000000000, propagate_forward_time: 19.8053722382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9600543976
validation[          , genome  7086] predictions:    9747/  10000 (97.47%), best:    9793/10000 (97.93%), error:       852.20776, best error:       700.92419 on epoch:    30, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 241.3924560547s, input_fired_time: 2.7901651859, output_fired_time: 2.3660542965, propagate_forward_time: 92.6475753784, propagate_backward_time: 138.9148864746, weight_update_time: 0.1866053641, other_time: 4.6737670898
epoch time: 18.8582210541s, input_fired_time: 0.4891577065, output_fired_time: 0.0000000000, propagate_forward_time: 17.2201633453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1488990784
validation[          , genome  7086] predictions:    9780/  10000 (97.80%), best:    9793/10000 (97.93%), error:       702.97699, best error:       700.92419 on epoch:    30, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 234.6845092773s, input_fired_time: 2.2440102100, output_fired_time: 2.2759215832, propagate_forward_time: 88.2994079590, propagate_backward_time: 137.4867095947, weight_update_time: 0.1851681769, other_time: 4.3784637451
epoch time: 20.0009536743s, input_fired_time: 0.2391787320, output_fired_time: 0.0000000000, propagate_forward_time: 19.0053977966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7563762665
validation[          , genome  7086] predictions:    9763/  10000 (97.63%), best:    9793/10000 (97.93%), error:       796.78955, best error:       700.92419 on epoch:    30, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 236.0738067627s, input_fired_time: 2.8088755608, output_fired_time: 2.6372892857, propagate_forward_time: 90.6136550903, propagate_backward_time: 136.1799926758, weight_update_time: 0.1846950650, other_time: 3.8340148926
epoch time: 22.0793972015s, input_fired_time: 0.2384859622, output_fired_time: 0.0000000000, propagate_forward_time: 20.8516807556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9892311096
validation[          , genome  7086] predictions:    9791/  10000 (97.91%), best:    9793/10000 (97.93%), error:       721.77740, best error:       700.92419 on epoch:    30, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 261.4771728516s, input_fired_time: 3.4191839695, output_fired_time: 2.5609714985, propagate_forward_time: 101.3037719727, propagate_backward_time: 148.8970947266, weight_update_time: 0.1851133853, other_time: 5.2961425781
epoch time: 21.1108608246s, input_fired_time: 0.3327486813, output_fired_time: 0.0000000000, propagate_forward_time: 20.1128387451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6652736664
validation[          , genome  7086] predictions:    9725/  10000 (97.25%), best:    9793/10000 (97.93%), error:       854.69537, best error:       700.92419 on epoch:    30, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 252.6204376221s, input_fired_time: 3.1317923069, output_fired_time: 2.4172329903, propagate_forward_time: 95.6556777954, propagate_backward_time: 146.5356903076, weight_update_time: 0.1848717332, other_time: 4.8800506592
epoch time: 18.3740787506s, input_fired_time: 0.2417009473, output_fired_time: 0.0000000000, propagate_forward_time: 17.5156745911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6167030334
validation[          , genome  7086] predictions:    9785/  10000 (97.85%), best:    9793/10000 (97.93%), error:       725.93805, best error:       700.92419 on epoch:    30, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 232.0173034668s, input_fired_time: 2.7471704483, output_fired_time: 1.7957661152, propagate_forward_time: 88.1514663696, propagate_backward_time: 134.3538360596, weight_update_time: 0.1854405403, other_time: 4.9690704346
epoch time: 18.2232189178s, input_fired_time: 0.2403507531, output_fired_time: 0.0000000000, propagate_forward_time: 16.8660697937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1167984009
validation[          , genome  7086] predictions:    9736/  10000 (97.36%), best:    9793/10000 (97.93%), error:       833.63464, best error:       700.92419 on epoch:    30, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 222.8736724854s, input_fired_time: 2.2900233269, output_fired_time: 2.7802813053, propagate_forward_time: 84.4392776489, propagate_backward_time: 128.1307678223, weight_update_time: 0.1825814843, other_time: 5.2333068848
epoch time: 12.6869926453s, input_fired_time: 0.2253729552, output_fired_time: 0.0000000000, propagate_forward_time: 11.8175411224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6440782547
validation[          , genome  7086] predictions:    9763/  10000 (97.63%), best:    9793/10000 (97.93%), error:       762.70758, best error:       700.92419 on epoch:    30, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 152.3575439453s, input_fired_time: 1.8596394062, output_fired_time: 1.6581357718, propagate_forward_time: 57.1052894592, propagate_backward_time: 88.4152908325, weight_update_time: 0.1816237867, other_time: 3.3191909790
epoch time: 12.1370964050s, input_fired_time: 0.2217259407, output_fired_time: 0.0000000000, propagate_forward_time: 11.3460931778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5692777634
validation[          , genome  7086] predictions:    9804/  10000 (98.04%), best:    9804/10000 (98.04%), error:       680.29541, best error:       680.29541 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 149.0744476318s, input_fired_time: 1.8213982582, output_fired_time: 1.5258836746, propagate_forward_time: 55.8265266418, propagate_backward_time: 86.7894668579, weight_update_time: 0.1648380011, other_time: 3.1111831665
epoch time: 11.0847005844s, input_fired_time: 0.2093117982, output_fired_time: 0.0000000000, propagate_forward_time: 10.3374252319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5379638672
validation[          , genome  7086] predictions:    9788/  10000 (97.88%), best:    9804/10000 (98.04%), error:       736.11682, best error:       680.29541 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 156.2895812988s, input_fired_time: 1.8399083614, output_fired_time: 1.6292326450, propagate_forward_time: 58.5975570679, propagate_backward_time: 90.9518203735, weight_update_time: 0.1675582826, other_time: 3.2710723877
epoch time: 12.6647148132s, input_fired_time: 0.2282622010, output_fired_time: 0.0000000000, propagate_forward_time: 11.8492078781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5872449875
validation[          , genome  7086] predictions:    9772/  10000 (97.72%), best:    9804/10000 (98.04%), error:       707.59863, best error:       680.29541 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 160.9441528320s, input_fired_time: 1.8597786427, output_fired_time: 1.6753491163, propagate_forward_time: 60.6000671387, propagate_backward_time: 93.4207611084, weight_update_time: 0.1733269989, other_time: 3.3881988525
epoch time: 12.5037708282s, input_fired_time: 0.2412288487, output_fired_time: 0.0000000000, propagate_forward_time: 11.6827125549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5798292160
validation[          , genome  7086] predictions:    9769/  10000 (97.69%), best:    9804/10000 (98.04%), error:       745.28973, best error:       680.29541 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 160.6292572021s, input_fired_time: 1.8959295750, output_fired_time: 1.7758893967, propagate_forward_time: 60.0894279480, propagate_backward_time: 93.5668716431, weight_update_time: 0.1674400121, other_time: 3.3011245728
epoch time: 11.5082931519s, input_fired_time: 0.2130643278, output_fired_time: 0.0000000000, propagate_forward_time: 10.7462768555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5489521027
validation[          , genome  7086] predictions:    9763/  10000 (97.63%), best:    9804/10000 (98.04%), error:       760.64056, best error:       680.29541 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 155.9538879395s, input_fired_time: 1.7940759659, output_fired_time: 1.5941029787, propagate_forward_time: 58.8438453674, propagate_backward_time: 90.4278335571, weight_update_time: 0.2027306408, other_time: 3.2940292358
epoch time: 14.0141458511s, input_fired_time: 0.2687021792, output_fired_time: 0.0000000000, propagate_forward_time: 13.1294841766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6159591675
validation[          , genome  7086] predictions:    9781/  10000 (97.81%), best:    9804/10000 (98.04%), error:       713.65741, best error:       680.29541 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 162.0333709717s, input_fired_time: 1.8796933889, output_fired_time: 1.6811181307, propagate_forward_time: 60.8296623230, propagate_backward_time: 94.3581848145, weight_update_time: 0.1708893776, other_time: 3.2846984863
epoch time: 13.6864137650s, input_fired_time: 0.2317090631, output_fired_time: 0.0000000000, propagate_forward_time: 12.8621473312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5925569534
validation[          , genome  7086] predictions:    9779/  10000 (97.79%), best:    9804/10000 (98.04%), error:       696.96710, best error:       680.29541 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 163.5476837158s, input_fired_time: 1.9055905342, output_fired_time: 1.7339501381, propagate_forward_time: 61.6501502991, propagate_backward_time: 94.8354263306, weight_update_time: 0.1741581261, other_time: 3.4225692749
epoch time: 13.1050682068s, input_fired_time: 0.2314172685, output_fired_time: 0.0000000000, propagate_forward_time: 12.2064266205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6672239304
validation[          , genome  7086] predictions:    9799/  10000 (97.99%), best:    9804/10000 (98.04%), error:       704.97058, best error:       680.29541 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 153.1888732910s, input_fired_time: 1.7760339975, output_fired_time: 1.6292967796, propagate_forward_time: 57.5188407898, propagate_backward_time: 89.0453720093, weight_update_time: 0.1694348007, other_time: 3.2193222046
epoch time: 12.3025274277s, input_fired_time: 0.2221064270, output_fired_time: 0.0000000000, propagate_forward_time: 11.5071725845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5732488632
validation[          , genome  7086] predictions:    9795/  10000 (97.95%), best:    9804/10000 (98.04%), error:       713.96790, best error:       680.29541 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 159.6862792969s, input_fired_time: 1.7895830870, output_fired_time: 1.5823801756, propagate_forward_time: 60.1452331543, propagate_backward_time: 92.8109970093, weight_update_time: 0.1701777130, other_time: 3.3580856323
epoch time: 12.6142129898s, input_fired_time: 0.2817966938, output_fired_time: 0.0000000000, propagate_forward_time: 11.7666959763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5657205582
validation[          , genome  7086] predictions:    9776/  10000 (97.76%), best:    9804/10000 (98.04%), error:       781.74213, best error:       680.29541 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 162.8119201660s, input_fired_time: 1.8734775782, output_fired_time: 1.6904668808, propagate_forward_time: 61.3589057922, propagate_backward_time: 94.3508148193, weight_update_time: 0.1760733873, other_time: 3.5382690430
epoch time: 13.8509235382s, input_fired_time: 0.2190378755, output_fired_time: 0.0000000000, propagate_forward_time: 13.0102643967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6216211319
validation[          , genome  7086] predictions:    9752/  10000 (97.52%), best:    9804/10000 (98.04%), error:       790.32349, best error:       680.29541 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 160.6433258057s, input_fired_time: 1.8219392300, output_fired_time: 1.6696186066, propagate_forward_time: 60.2091178894, propagate_backward_time: 93.5004272461, weight_update_time: 0.1738973260, other_time: 3.4422149658
epoch time: 12.2388038635s, input_fired_time: 0.2221477926, output_fired_time: 0.0000000000, propagate_forward_time: 11.4472274780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5694284439
validation[          , genome  7086] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       665.80115, best error:       665.80115 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 158.1385498047s, input_fired_time: 1.8090168238, output_fired_time: 1.7300038338, propagate_forward_time: 59.6862716675, propagate_backward_time: 91.6865615845, weight_update_time: 0.1732467115, other_time: 3.2266845703
epoch time: 12.7054872513s, input_fired_time: 0.2231022716, output_fired_time: 0.0000000000, propagate_forward_time: 11.9130992889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5692853928
validation[          , genome  7086] predictions:    9772/  10000 (97.72%), best:    9793/10000 (97.93%), error:       732.20313, best error:       665.80115 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 161.8729858398s, input_fired_time: 1.7984737158, output_fired_time: 1.6547048092, propagate_forward_time: 61.2694702148, propagate_backward_time: 93.8083877563, weight_update_time: 0.1717085987, other_time: 3.3419418335
epoch time: 13.0201539993s, input_fired_time: 0.2175028920, output_fired_time: 0.0000000000, propagate_forward_time: 12.2038974762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5987539291
validation[          , genome  7086] predictions:    9779/  10000 (97.79%), best:    9793/10000 (97.93%), error:       746.43335, best error:       665.80115 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 159.5475463867s, input_fired_time: 1.8238562346, output_fired_time: 1.6263216734, propagate_forward_time: 60.1672210693, propagate_backward_time: 92.5509414673, weight_update_time: 0.1749260575, other_time: 3.3792037964
epoch time: 13.1063079834s, input_fired_time: 0.2329993546, output_fired_time: 0.0000000000, propagate_forward_time: 12.2857074738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5876007080
validation[          , genome  7086] predictions:    9744/  10000 (97.44%), best:    9793/10000 (97.93%), error:       842.00952, best error:       665.80115 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 159.7619018555s, input_fired_time: 1.8195425272, output_fired_time: 1.6098272800, propagate_forward_time: 60.1666564941, propagate_backward_time: 92.8087463379, weight_update_time: 0.1730955839, other_time: 3.3571166992
epoch time: 13.9598646164s, input_fired_time: 0.3149542511, output_fired_time: 0.0000000000, propagate_forward_time: 13.0389642715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6059465408
validation[          , genome  7086] predictions:    9759/  10000 (97.59%), best:    9793/10000 (97.93%), error:       828.03912, best error:       665.80115 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 159.9419555664s, input_fired_time: 2.0004680157, output_fired_time: 1.6840068102, propagate_forward_time: 60.0140571594, propagate_backward_time: 92.8490982056, weight_update_time: 0.1708401740, other_time: 3.3943252563
epoch time: 12.0817527771s, input_fired_time: 0.2237785012, output_fired_time: 0.0000000000, propagate_forward_time: 11.2905149460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5674591064
validation[          , genome  7086] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       660.57959, best error:       660.57959 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 157.9759979248s, input_fired_time: 1.7968128920, output_fired_time: 1.5862333775, propagate_forward_time: 59.3740043640, propagate_backward_time: 91.8854980469, weight_update_time: 0.1705591828, other_time: 3.3334503174
epoch time: 12.1764841080s, input_fired_time: 0.2231795490, output_fired_time: 0.0000000000, propagate_forward_time: 11.3864936829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5668106079
validation[          , genome  7086] predictions:    9784/  10000 (97.84%), best:    9796/10000 (97.96%), error:       686.88409, best error:       660.57959 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 155.9498291016s, input_fired_time: 1.8790328503, output_fired_time: 1.6810204983, propagate_forward_time: 58.6980972290, propagate_backward_time: 90.5246429443, weight_update_time: 0.1694266647, other_time: 3.1670455933
epoch time: 11.2379436493s, input_fired_time: 0.2126045376, output_fired_time: 0.0000000000, propagate_forward_time: 10.4846630096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5406761169
validation[          , genome  7086] predictions:    9768/  10000 (97.68%), best:    9796/10000 (97.96%), error:       748.06165, best error:       660.57959 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 152.2156677246s, input_fired_time: 1.8856511116, output_fired_time: 1.4903115034, propagate_forward_time: 57.1378364563, propagate_backward_time: 88.5556793213, weight_update_time: 0.1622656882, other_time: 3.1461944580
epoch time: 11.2437448502s, input_fired_time: 0.2141522914, output_fired_time: 0.0000000000, propagate_forward_time: 10.4876108170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5419816971
validation[          , genome  7086] predictions:    9778/  10000 (97.78%), best:    9796/10000 (97.96%), error:       730.70221, best error:       660.57959 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 178.4329071045s, input_fired_time: 2.3919820786, output_fired_time: 1.6761610508, propagate_forward_time: 67.2154617310, propagate_backward_time: 102.9428482056, weight_update_time: 0.1695765853, other_time: 4.2064514160
epoch time: 20.9503402710s, input_fired_time: 0.2445507348, output_fired_time: 0.0000000000, propagate_forward_time: 19.7292709351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9765186310
validation[          , genome  7086] predictions:    9763/  10000 (97.63%), best:    9796/10000 (97.96%), error:       749.04016, best error:       660.57959 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 250.8533172607s, input_fired_time: 2.8284287453, output_fired_time: 2.2028841972, propagate_forward_time: 94.5306167603, propagate_backward_time: 146.2162170410, weight_update_time: 0.2790125906, other_time: 5.0751647949
epoch time: 19.8683319092s, input_fired_time: 0.7447923422, output_fired_time: 0.0000000000, propagate_forward_time: 18.0039100647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1196289063
validation[          , genome  7086] predictions:    9717/  10000 (97.17%), best:    9796/10000 (97.96%), error:       887.81799, best error:       660.57959 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 249.0073699951s, input_fired_time: 3.7354667187, output_fired_time: 3.0239131451, propagate_forward_time: 92.9972763062, propagate_backward_time: 145.4702301025, weight_update_time: 0.1845967770, other_time: 3.7804718018
epoch time: 19.9970607758s, input_fired_time: 0.5095754862, output_fired_time: 0.0000000000, propagate_forward_time: 18.7795867920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7078990936
validation[          , genome  7086] predictions:    9786/  10000 (97.86%), best:    9796/10000 (97.96%), error:       714.81787, best error:       660.57959 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 246.6007385254s, input_fired_time: 2.9055519104, output_fired_time: 1.7252341509, propagate_forward_time: 92.3813705444, propagate_backward_time: 144.4822540283, weight_update_time: 0.4346256852, other_time: 5.1063385010
epoch time: 19.7368602753s, input_fired_time: 0.3369640410, output_fired_time: 0.0000000000, propagate_forward_time: 18.5362205505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8636760712
validation[          , genome  7086] predictions:    9785/  10000 (97.85%), best:    9796/10000 (97.96%), error:       681.74799, best error:       660.57959 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 244.1781005859s, input_fired_time: 3.1749858856, output_fired_time: 2.0087623596, propagate_forward_time: 92.2781448364, propagate_backward_time: 141.8446502686, weight_update_time: 0.4348349571, other_time: 4.8715667725
epoch time: 19.5869903564s, input_fired_time: 0.2434048504, output_fired_time: 0.0000000000, propagate_forward_time: 18.6207199097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7228660583
validation[          , genome  7086] predictions:    9762/  10000 (97.62%), best:    9796/10000 (97.96%), error:       773.80194, best error:       660.57959 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 247.8176269531s, input_fired_time: 3.0142061710, output_fired_time: 2.0859034061, propagate_forward_time: 92.8613967896, propagate_backward_time: 144.2167205811, weight_update_time: 0.1847262830, other_time: 5.6393890381
epoch time: 18.1116218567s, input_fired_time: 0.4948805273, output_fired_time: 0.0000000000, propagate_forward_time: 16.7505054474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8662357330
validation[          , genome  7086] predictions:    9802/  10000 (98.02%), best:    9796/10000 (97.96%), error:       686.13367, best error:       660.57959 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 240.3267211914s, input_fired_time: 2.4074287415, output_fired_time: 1.8348411322, propagate_forward_time: 91.2763214111, propagate_backward_time: 140.1858367920, weight_update_time: 0.1849300414, other_time: 4.6222991943
epoch time: 18.2817764282s, input_fired_time: 0.4942879677, output_fired_time: 0.0000000000, propagate_forward_time: 16.9227790833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8647098541
validation[          , genome  7086] predictions:    9768/  10000 (97.68%), best:    9796/10000 (97.96%), error:       756.69696, best error:       660.57959 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 240.6978759766s, input_fired_time: 2.7492995262, output_fired_time: 2.8319478035, propagate_forward_time: 91.1793060303, propagate_backward_time: 139.6694946289, weight_update_time: 0.1913706511, other_time: 4.2678222656
epoch time: 21.9954242706s, input_fired_time: 0.2447729260, output_fired_time: 0.0000000000, propagate_forward_time: 21.0415344238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7091159821
validation[          , genome  7086] predictions:    9804/  10000 (98.04%), best:    9804/10000 (98.04%), error:       649.43909, best error:       649.43909 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 327.1527709961s, input_fired_time: 4.3634505272, output_fired_time: 3.2411346436, propagate_forward_time: 124.8686294556, propagate_backward_time: 188.3583068848, weight_update_time: 0.4034793377, other_time: 6.3212280273
epoch time: 27.9285488129s, input_fired_time: 0.6354372501, output_fired_time: 0.0000000000, propagate_forward_time: 26.3636493683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9294624329
validation[          , genome  7086] predictions:    9787/  10000 (97.87%), best:    9804/10000 (98.04%), error:       731.45905, best error:       649.43909 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 255.0840148926s, input_fired_time: 3.4409925938, output_fired_time: 2.8937671185, propagate_forward_time: 93.7794189453, propagate_backward_time: 149.9779663086, weight_update_time: 0.3973660469, other_time: 4.9918670654
epoch time: 12.0512666702s, input_fired_time: 0.2232071459, output_fired_time: 0.0000000000, propagate_forward_time: 11.2618417740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5662174225
validation[          , genome  7086] predictions:    9720/  10000 (97.20%), best:    9804/10000 (98.04%), error:       949.63702, best error:       649.43909 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 164.6849670410s, input_fired_time: 1.9270561934, output_fired_time: 1.6079860926, propagate_forward_time: 61.8440971375, propagate_backward_time: 95.9711761475, weight_update_time: 0.1733587831, other_time: 3.3346405029
epoch time: 13.9612293243s, input_fired_time: 0.3261436224, output_fired_time: 0.0000000000, propagate_forward_time: 12.9794816971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6556043625
validation[          , genome  7086] predictions:    9784/  10000 (97.84%), best:    9804/10000 (98.04%), error:       683.71417, best error:       649.43909 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 163.1422119141s, input_fired_time: 1.8276053667, output_fired_time: 1.8170603514, propagate_forward_time: 61.1278839111, propagate_backward_time: 95.1421966553, weight_update_time: 0.1734432131, other_time: 3.2274627686
epoch time: 13.1510076523s, input_fired_time: 0.2343647927, output_fired_time: 0.0000000000, propagate_forward_time: 12.3285017014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5881414413
validation[          , genome  7086] predictions:    9773/  10000 (97.73%), best:    9804/10000 (98.04%), error:       779.17755, best error:       649.43909 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 157.6882324219s, input_fired_time: 1.8143585920, output_fired_time: 1.5945608616, propagate_forward_time: 59.1430320740, propagate_backward_time: 91.9425277710, weight_update_time: 0.1712963879, other_time: 3.1937484741
epoch time: 13.8399677277s, input_fired_time: 0.3841798306, output_fired_time: 0.0000000000, propagate_forward_time: 12.8829975128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5727901459
validation[          , genome  7086] predictions:    9769/  10000 (97.69%), best:    9804/10000 (98.04%), error:       781.59442, best error:       649.43909 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 162.5872955322s, input_fired_time: 1.8695671558, output_fired_time: 1.5823451281, propagate_forward_time: 61.1019020081, propagate_backward_time: 94.7127380371, weight_update_time: 0.1708161086, other_time: 3.3207397461
epoch time: 14.6819972992s, input_fired_time: 0.2339670658, output_fired_time: 0.0000000000, propagate_forward_time: 13.7493696213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6986608505
validation[          , genome  7086] predictions:    9769/  10000 (97.69%), best:    9804/10000 (98.04%), error:       770.09924, best error:       649.43909 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 154.8962707520s, input_fired_time: 1.9351719618, output_fired_time: 1.5579837561, propagate_forward_time: 58.5387649536, propagate_backward_time: 89.7239990234, weight_update_time: 0.1676688790, other_time: 3.1403579712
epoch time: 12.5111713409s, input_fired_time: 0.2160355151, output_fired_time: 0.0000000000, propagate_forward_time: 11.7479372025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5471982956
validation[          , genome  7086] predictions:    9682/  10000 (96.82%), best:    9804/10000 (98.04%), error:      1072.50110, best error:       649.43909 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 157.5461883545s, input_fired_time: 1.7710700035, output_fired_time: 1.5357977152, propagate_forward_time: 59.0185775757, propagate_backward_time: 91.8646545410, weight_update_time: 0.1648497880, other_time: 3.3560867310
epoch time: 12.7653188705s, input_fired_time: 0.2294679880, output_fired_time: 0.0000000000, propagate_forward_time: 11.9622097015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5736408234
validation[          , genome  7086] predictions:    9800/  10000 (98.00%), best:    9804/10000 (98.04%), error:       686.80957, best error:       649.43909 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 155.5985107422s, input_fired_time: 1.9458594322, output_fired_time: 1.5363664627, propagate_forward_time: 58.2600708008, propagate_backward_time: 90.7498168945, weight_update_time: 0.1656628251, other_time: 3.1063995361
epoch time: 12.7295761108s, input_fired_time: 0.2291950583, output_fired_time: 0.0000000000, propagate_forward_time: 11.9307680130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5696134567
validation[          , genome  7086] predictions:    9777/  10000 (97.77%), best:    9804/10000 (98.04%), error:       744.18231, best error:       649.43909 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 153.9656677246s, input_fired_time: 1.8721987009, output_fired_time: 1.5387485027, propagate_forward_time: 57.9770622253, propagate_backward_time: 89.3132476807, weight_update_time: 0.1666775793, other_time: 3.2644195557
epoch time: 11.5502443314s, input_fired_time: 0.2136884183, output_fired_time: 0.0000000000, propagate_forward_time: 10.8006095886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5359458923
validation[          , genome  7086] predictions:    9749/  10000 (97.49%), best:    9804/10000 (98.04%), error:       783.52026, best error:       649.43909 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 153.9073333740s, input_fired_time: 1.8301306963, output_fired_time: 1.5192449093, propagate_forward_time: 57.9491653442, propagate_backward_time: 89.1473083496, weight_update_time: 0.2894260585, other_time: 3.4614944458
epoch time: 12.7970571518s, input_fired_time: 0.2225211412, output_fired_time: 0.0000000000, propagate_forward_time: 11.8900423050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6844940186
validation[          , genome  7086] predictions:    9729/  10000 (97.29%), best:    9804/10000 (98.04%), error:       873.80682, best error:       649.43909 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 152.7049713135s, input_fired_time: 1.7716814280, output_fired_time: 1.5238226652, propagate_forward_time: 57.3603706360, propagate_backward_time: 88.8412170410, weight_update_time: 0.1641108841, other_time: 3.2078857422
epoch time: 12.8770456314s, input_fired_time: 0.2235332876, output_fired_time: 0.0000000000, propagate_forward_time: 12.0985565186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5549554825
validation[          , genome  7086] predictions:    9760/  10000 (97.60%), best:    9804/10000 (98.04%), error:       724.26752, best error:       649.43909 on epoch:    76, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 157.6884460449s, input_fired_time: 1.9135487080, output_fired_time: 1.5288088322, propagate_forward_time: 59.1960372925, propagate_backward_time: 91.9483718872, weight_update_time: 0.1642972529, other_time: 3.1016845703
epoch time: 12.2510261536s, input_fired_time: 0.4001790285, output_fired_time: 0.0000000000, propagate_forward_time: 11.3125190735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5383281708
validation[          , genome  7086] predictions:    9769/  10000 (97.69%), best:    9804/10000 (98.04%), error:       741.50879, best error:       649.43909 on epoch:    76, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 151.8052673340s, input_fired_time: 1.7717226744, output_fired_time: 1.6456973553, propagate_forward_time: 57.0207443237, propagate_backward_time: 88.1728363037, weight_update_time: 0.1648400277, other_time: 3.1942672729
epoch time: 11.5933694839s, input_fired_time: 0.2209579051, output_fired_time: 0.0000000000, propagate_forward_time: 10.8150825500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5573291779
validation[          , genome  7086] predictions:    9794/  10000 (97.94%), best:    9804/10000 (98.04%), error:       681.35944, best error:       649.43909 on epoch:    76, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 151.1007995605s, input_fired_time: 1.9030208588, output_fired_time: 1.5012437105, propagate_forward_time: 56.4629516602, propagate_backward_time: 88.0584640503, weight_update_time: 0.1635661870, other_time: 3.1751174927
epoch time: 13.2572832108s, input_fired_time: 0.2339367867, output_fired_time: 0.0000000000, propagate_forward_time: 12.3482675552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6750783920
validation[          , genome  7086] predictions:    9792/  10000 (97.92%), best:    9804/10000 (98.04%), error:       720.70709, best error:       649.43909 on epoch:    76, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 155.1483306885s, input_fired_time: 2.1297595501, output_fired_time: 1.7403881550, propagate_forward_time: 57.6568946838, propagate_backward_time: 90.2690429688, weight_update_time: 0.1659388542, other_time: 3.3522491455
epoch time: 12.2246131897s, input_fired_time: 0.2144533545, output_fired_time: 0.0000000000, propagate_forward_time: 11.3366794586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6734800339
validation[          , genome  7086] predictions:    9778/  10000 (97.78%), best:    9804/10000 (98.04%), error:       727.47180, best error:       649.43909 on epoch:    76, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 159.4951477051s, input_fired_time: 2.0047154427, output_fired_time: 1.7124344110, propagate_forward_time: 59.5504684448, propagate_backward_time: 93.1437225342, weight_update_time: 0.1639045924, other_time: 3.0838088989
epoch time: 12.6033535004s, input_fired_time: 0.2175264508, output_fired_time: 0.0000000000, propagate_forward_time: 11.8548240662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5310029984
validation[          , genome  7086] predictions:    9778/  10000 (97.78%), best:    9804/10000 (98.04%), error:       768.80890, best error:       649.43909 on epoch:    76, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 151.2520751953s, input_fired_time: 1.7702772617, output_fired_time: 1.6110488176, propagate_forward_time: 56.8883476257, propagate_backward_time: 87.8915634155, weight_update_time: 0.1642768830, other_time: 3.0908279419
epoch time: 11.9372444153s, input_fired_time: 0.2129680365, output_fired_time: 0.0000000000, propagate_forward_time: 11.1917505264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5325260162
validation[          , genome  7086] predictions:    9774/  10000 (97.74%), best:    9804/10000 (98.04%), error:       759.61761, best error:       649.43909 on epoch:    76, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 153.2956542969s, input_fired_time: 1.9791502953, output_fired_time: 1.5110322237, propagate_forward_time: 58.4127388000, propagate_backward_time: 88.3082427979, weight_update_time: 0.1625160426, other_time: 3.0844879150
epoch time: 11.1101264954s, input_fired_time: 0.2153032571, output_fired_time: 0.0000000000, propagate_forward_time: 10.3592710495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5355520248
validation[          , genome  7086] predictions:    9798/  10000 (97.98%), best:    9804/10000 (98.04%), error:       713.56934, best error:       649.43909 on epoch:    76, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 154.0558929443s, input_fired_time: 1.9626730680, output_fired_time: 1.6109141111, propagate_forward_time: 57.2141647339, propagate_backward_time: 90.0879669189, weight_update_time: 0.1640090197, other_time: 3.1801681519
epoch time: 12.2569608688s, input_fired_time: 0.2285745144, output_fired_time: 0.0000000000, propagate_forward_time: 11.4594125748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5689735413
validation[          , genome  7086] predictions:    9781/  10000 (97.81%), best:    9804/10000 (98.04%), error:       738.57635, best error:       649.43909 on epoch:    76, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 151.8266448975s, input_fired_time: 1.8918678761, output_fired_time: 1.5536882877, propagate_forward_time: 57.0504837036, propagate_backward_time: 88.1951293945, weight_update_time: 0.1671927571, other_time: 3.1354751587
epoch time: 12.1548948288s, input_fired_time: 0.2250042707, output_fired_time: 0.0000000000, propagate_forward_time: 11.3686876297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5612030029
validation[          , genome  7086] predictions:    9770/  10000 (97.70%), best:    9804/10000 (98.04%), error:       728.36035, best error:       649.43909 on epoch:    76, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 155.5639648438s, input_fired_time: 1.8560993671, output_fired_time: 1.5490553379, propagate_forward_time: 58.5237312317, propagate_backward_time: 90.4871444702, weight_update_time: 0.1666469425, other_time: 3.1479415894
epoch time: 13.6207790375s, input_fired_time: 0.2284972072, output_fired_time: 0.0000000000, propagate_forward_time: 12.6841802597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7081012726
validation[          , genome  7086] predictions:    9768/  10000 (97.68%), best:    9804/10000 (98.04%), error:       747.13855, best error:       649.43909 on epoch:    76, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 154.5177764893s, input_fired_time: 1.8717576265, output_fired_time: 1.7632082701, propagate_forward_time: 58.0149612427, propagate_backward_time: 89.6126708984, weight_update_time: 0.1654631793, other_time: 3.2551651001
epoch time: 14.8512582779s, input_fired_time: 0.2748052180, output_fired_time: 0.0000000000, propagate_forward_time: 13.8737421036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7027111053
validation[          , genome  7086] predictions:    9769/  10000 (97.69%), best:    9804/10000 (98.04%), error:       767.54419, best error:       649.43909 on epoch:    76, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 157.9287567139s, input_fired_time: 1.8149368763, output_fired_time: 1.5672043562, propagate_forward_time: 59.3241653442, propagate_backward_time: 92.0107345581, weight_update_time: 0.1695274860, other_time: 3.2117156982
epoch time: 12.3526630402s, input_fired_time: 0.2233351618, output_fired_time: 0.0000000000, propagate_forward_time: 11.4816293716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6476984024
validation[          , genome  7086] predictions:    9759/  10000 (97.59%), best:    9804/10000 (98.04%), error:       764.88593, best error:       649.43909 on epoch:    76, 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: 61.7008972168s, input_fired_time: 1.2508388758, output_fired_time: 0.0000000000, propagate_forward_time: 57.4934120178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9566459656
best training[          , genome  7086] predictions:   49790/  50000 (99.58%), best:    9804/10000 (98.04%), error:       931.01160, best error:       649.43909 on epoch:    76, 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: 12.4585666656s, input_fired_time: 0.2199784070, output_fired_time: 0.0000000000, propagate_forward_time: 11.6760654449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5625228882
   testing[          , genome  7086] predictions:    9800/  10000 (98.00%), best:    9804/10000 (98.04%), error:       659.78632, best error:       649.43909 on epoch:    76, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:27:29 (4624): called boinc_finish(0)

</stderr_txt>
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