Nameexact_genome_1512568488_43_7142_1
Workunit2606968
Created8 Dec 2017, 0:03:04 UTC
Sent8 Dec 2017, 0:10:38 UTC
Report deadline18 Dec 2017, 3:58:53 UTC
Received8 Dec 2017, 3:42:12 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53799
Run time2 hours 47 min 17 sec
CPU time2 hours 46 min 36 sec
Validate stateValid
Credit2,539.63
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

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

epoch time: 90.6918334961s, input_fired_time: 0.9970973134, output_fired_time: 0.6169669628, propagate_forward_time: 36.2422409058, propagate_backward_time: 50.9175643921, weight_update_time: 0.0951198936, other_time: 1.9179611206
epoch time: 7.8374462128s, input_fired_time: 0.1074702293, output_fired_time: 0.0000000000, propagate_forward_time: 7.3606510162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3693251610
validation[          , genome  7142] predictions:    9749/  10000 (97.49%), best:    9742/10000 (97.42%), error:       888.86224, best error:       873.47388 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 91.2685928345s, input_fired_time: 1.0167359114, output_fired_time: 0.6228628159, propagate_forward_time: 36.4164047241, propagate_backward_time: 51.2460021973, weight_update_time: 0.0955900252, other_time: 1.9665832520
epoch time: 7.6721711159s, input_fired_time: 0.1054143235, output_fired_time: 0.0000000000, propagate_forward_time: 7.2294387817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3373179436
validation[          , genome  7142] predictions:    9726/  10000 (97.26%), best:    9742/10000 (97.42%), error:       928.81305, best error:       873.47388 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 91.6909713745s, input_fired_time: 1.0138027668, output_fired_time: 0.6275749207, propagate_forward_time: 36.5804862976, propagate_backward_time: 51.4931831360, weight_update_time: 0.0964373872, other_time: 1.9759216309
epoch time: 7.7484188080s, input_fired_time: 0.1066040397, output_fired_time: 0.0000000000, propagate_forward_time: 7.3073296547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3344850540
validation[          , genome  7142] predictions:    9724/  10000 (97.24%), best:    9742/10000 (97.42%), error:       971.77759, best error:       873.47388 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 90.9263992310s, input_fired_time: 1.0318112373, output_fired_time: 0.6186252236, propagate_forward_time: 36.2515335083, propagate_backward_time: 51.0925598145, weight_update_time: 0.0955136493, other_time: 1.9318695068
epoch time: 7.7602014542s, input_fired_time: 0.1082334444, output_fired_time: 0.0000000000, propagate_forward_time: 7.3125276566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3394403458
validation[          , genome  7142] predictions:    9707/  10000 (97.07%), best:    9742/10000 (97.42%), error:       919.44489, best error:       873.47388 on epoch:     9, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 91.4459686279s, input_fired_time: 1.0373177528, output_fired_time: 0.6204626560, propagate_forward_time: 36.3391113281, propagate_backward_time: 51.5086441040, weight_update_time: 0.0953187048, other_time: 1.9404373169
epoch time: 7.6452207565s, input_fired_time: 0.1054435968, output_fired_time: 0.0000000000, propagate_forward_time: 7.2045640945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3352131844
validation[          , genome  7142] predictions:    9712/  10000 (97.12%), best:    9742/10000 (97.42%), error:       976.81744, best error:       873.47388 on epoch:     9, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 90.8636093140s, input_fired_time: 1.0048128366, output_fired_time: 0.6176552773, propagate_forward_time: 36.2586555481, propagate_backward_time: 51.0730667114, weight_update_time: 0.0942655727, other_time: 1.9094200134
epoch time: 7.7402520180s, input_fired_time: 0.1058582067, output_fired_time: 0.0000000000, propagate_forward_time: 7.2949404716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3394532204
validation[          , genome  7142] predictions:    9699/  10000 (96.99%), best:    9742/10000 (97.42%), error:       984.92938, best error:       873.47388 on epoch:     9, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 93.0148696899s, input_fired_time: 1.0166910887, output_fired_time: 0.6289609075, propagate_forward_time: 36.9742965698, propagate_backward_time: 52.3993988037, weight_update_time: 0.0949740261, other_time: 1.9955215454
epoch time: 8.5386247635s, input_fired_time: 0.1178373471, output_fired_time: 0.0000000000, propagate_forward_time: 7.9335880280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4871997833
validation[          , genome  7142] predictions:    9740/  10000 (97.40%), best:    9742/10000 (97.42%), error:       882.04663, best error:       873.47388 on epoch:     9, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 92.3558807373s, input_fired_time: 1.0123225451, output_fired_time: 0.6389561892, propagate_forward_time: 36.7342033386, propagate_backward_time: 52.0059318542, weight_update_time: 0.0928267613, other_time: 1.9644699097
epoch time: 7.8184046745s, input_fired_time: 0.1075942144, output_fired_time: 0.0000000000, propagate_forward_time: 7.3650784492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3457322121
validation[          , genome  7142] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       856.63336, best error:       856.63336 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 92.1792449951s, input_fired_time: 1.0089679956, output_fired_time: 0.6242029667, propagate_forward_time: 36.7184295654, propagate_backward_time: 51.9006729126, weight_update_time: 0.0919460133, other_time: 1.9269714355
epoch time: 7.7053709030s, input_fired_time: 0.1041705608, output_fired_time: 0.0000000000, propagate_forward_time: 7.2678580284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3333420753
validation[          , genome  7142] predictions:    9729/  10000 (97.29%), best:    9749/10000 (97.49%), error:       933.54742, best error:       856.63336 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 91.2475128174s, input_fired_time: 1.0058151484, output_fired_time: 0.6178727746, propagate_forward_time: 36.4065742493, propagate_backward_time: 51.2756385803, weight_update_time: 0.0940302014, other_time: 1.9416122437
epoch time: 7.7836589813s, input_fired_time: 0.1066792384, output_fired_time: 0.0000000000, propagate_forward_time: 7.3381314278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3388481140
validation[          , genome  7142] predictions:    9747/  10000 (97.47%), best:    9749/10000 (97.49%), error:       867.34338, best error:       856.63336 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 92.1181259155s, input_fired_time: 1.0192095041, output_fired_time: 0.6227036715, propagate_forward_time: 36.7111816406, propagate_backward_time: 51.8407592773, weight_update_time: 0.0914934129, other_time: 1.9242706299
epoch time: 7.7729783058s, input_fired_time: 0.1073867828, output_fired_time: 0.0000000000, propagate_forward_time: 7.3168692589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3487224579
validation[          , genome  7142] predictions:    9734/  10000 (97.34%), best:    9749/10000 (97.49%), error:       877.62347, best error:       856.63336 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 91.9479980469s, input_fired_time: 1.0119637251, output_fired_time: 0.6216902733, propagate_forward_time: 36.6728591919, propagate_backward_time: 51.6782379150, weight_update_time: 0.1002643779, other_time: 1.9632492065
epoch time: 7.8325514793s, input_fired_time: 0.1084569842, output_fired_time: 0.0000000000, propagate_forward_time: 7.3697733879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3543210030
validation[          , genome  7142] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       847.45813, best error:       847.45813 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 91.6080093384s, input_fired_time: 1.0120720863, output_fired_time: 0.6191334128, propagate_forward_time: 36.4886665344, propagate_backward_time: 51.5479393005, weight_update_time: 0.0929673389, other_time: 1.9402008057
epoch time: 7.6472926140s, input_fired_time: 0.1059367210, output_fired_time: 0.0000000000, propagate_forward_time: 7.2065949440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3347611427
validation[          , genome  7142] predictions:    9699/  10000 (96.99%), best:    9762/10000 (97.62%), error:      1046.08069, best error:       847.45813 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 90.8752899170s, input_fired_time: 1.0115004778, output_fired_time: 0.6172617674, propagate_forward_time: 36.2410888672, propagate_backward_time: 51.0898475647, weight_update_time: 0.0945993215, other_time: 1.9155921936
epoch time: 7.7962594032s, input_fired_time: 0.1054192483, output_fired_time: 0.0000000000, propagate_forward_time: 7.3366403580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3541998863
validation[          , genome  7142] predictions:    9746/  10000 (97.46%), best:    9762/10000 (97.62%), error:       896.00647, best error:       847.45813 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 90.8279495239s, input_fired_time: 1.0098600388, output_fired_time: 0.6199421883, propagate_forward_time: 36.2696151733, propagate_backward_time: 51.0092353821, weight_update_time: 0.0955220312, other_time: 1.9193000793
epoch time: 7.8182611465s, input_fired_time: 0.1058906615, output_fired_time: 0.0000000000, propagate_forward_time: 7.3724141121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3399562836
validation[          , genome  7142] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       837.22717, best error:       837.22717 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 91.6394500732s, input_fired_time: 1.0184586048, output_fired_time: 0.6202611923, propagate_forward_time: 36.5976867676, propagate_backward_time: 51.4892997742, weight_update_time: 0.0928906873, other_time: 1.9137458801
epoch time: 7.7214126587s, input_fired_time: 0.1082535312, output_fired_time: 0.0000000000, propagate_forward_time: 7.2756028175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3375563622
validation[          , genome  7142] predictions:    9706/  10000 (97.06%), best:    9758/10000 (97.58%), error:       935.42059, best error:       837.22717 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 92.5606002808s, input_fired_time: 1.0264858007, output_fired_time: 0.6268454194, propagate_forward_time: 36.8559417725, propagate_backward_time: 52.0810585022, weight_update_time: 0.0946806073, other_time: 1.9702644348
epoch time: 7.8680400848s, input_fired_time: 0.1108263507, output_fired_time: 0.0000000000, propagate_forward_time: 7.3993310928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3578824997
validation[          , genome  7142] predictions:    9738/  10000 (97.38%), best:    9758/10000 (97.58%), error:       849.54089, best error:       837.22717 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 91.6405715942s, input_fired_time: 1.0147944689, output_fired_time: 0.6217278838, propagate_forward_time: 36.5846176147, propagate_backward_time: 51.4807128906, weight_update_time: 0.0936721042, other_time: 1.9387207031
epoch time: 7.9449725151s, input_fired_time: 0.1103641689, output_fired_time: 0.0000000000, propagate_forward_time: 7.4663100243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3682985306
validation[          , genome  7142] predictions:    9730/  10000 (97.30%), best:    9758/10000 (97.58%), error:       920.72888, best error:       837.22717 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 92.7205123901s, input_fired_time: 1.0261359215, output_fired_time: 0.6241167784, propagate_forward_time: 36.9848976135, propagate_backward_time: 52.1304473877, weight_update_time: 0.0937139615, other_time: 1.9549140930
epoch time: 8.0090312958s, input_fired_time: 0.1203788742, output_fired_time: 0.0000000000, propagate_forward_time: 7.5142326355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3744196892
validation[          , genome  7142] predictions:    9708/  10000 (97.08%), best:    9758/10000 (97.58%), error:       998.56873, best error:       837.22717 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 93.2322082520s, input_fired_time: 1.0371894836, output_fired_time: 0.6291509271, propagate_forward_time: 37.0333023071, propagate_backward_time: 52.5175247192, weight_update_time: 0.0927594304, other_time: 2.0150451660
epoch time: 7.7648153305s, input_fired_time: 0.1091429293, output_fired_time: 0.0000000000, propagate_forward_time: 7.3143010139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3413715363
validation[          , genome  7142] predictions:    9743/  10000 (97.43%), best:    9758/10000 (97.58%), error:       876.44434, best error:       837.22717 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 91.9981079102s, input_fired_time: 1.0232499838, output_fired_time: 0.6275981665, propagate_forward_time: 36.6825065613, propagate_backward_time: 51.7023468018, weight_update_time: 0.0947338194, other_time: 1.9624061584
epoch time: 7.7238864899s, input_fired_time: 0.1083893925, output_fired_time: 0.0000000000, propagate_forward_time: 7.2814173698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3340797424
validation[          , genome  7142] predictions:    9744/  10000 (97.44%), best:    9758/10000 (97.58%), error:       839.90424, best error:       837.22717 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 93.4385452271s, input_fired_time: 1.0620828867, output_fired_time: 0.6262398958, propagate_forward_time: 37.1445884705, propagate_backward_time: 52.5598831177, weight_update_time: 0.0961856619, other_time: 2.0457496643
epoch time: 7.6515622139s, input_fired_time: 0.1075196415, output_fired_time: 0.0000000000, propagate_forward_time: 7.2101202011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3339223862
validation[          , genome  7142] predictions:    9682/  10000 (96.82%), best:    9758/10000 (97.58%), error:      1073.51196, best error:       837.22717 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 91.0751495361s, input_fired_time: 1.0298228264, output_fired_time: 0.6191207170, propagate_forward_time: 36.3291435242, propagate_backward_time: 51.1510848999, weight_update_time: 0.0971208364, other_time: 1.9459800720
epoch time: 7.7098112106s, input_fired_time: 0.1082270667, output_fired_time: 0.0000000000, propagate_forward_time: 7.2667436600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3348402977
validation[          , genome  7142] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       818.77130, best error:       818.77130 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 90.6288909912s, input_fired_time: 1.0282411575, output_fired_time: 0.6192896366, propagate_forward_time: 36.1629180908, propagate_backward_time: 50.9129104614, weight_update_time: 0.0964652151, other_time: 1.9055252075
epoch time: 7.7877383232s, input_fired_time: 0.1087739021, output_fired_time: 0.0000000000, propagate_forward_time: 7.3406419754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3383226395
validation[          , genome  7142] predictions:    9726/  10000 (97.26%), best:    9770/10000 (97.70%), error:       895.81512, best error:       818.77130 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 90.9255065918s, input_fired_time: 1.0114384890, output_fired_time: 0.6155539751, propagate_forward_time: 36.3181190491, propagate_backward_time: 51.0749015808, weight_update_time: 0.0946665332, other_time: 1.9054946899
epoch time: 7.6855049133s, input_fired_time: 0.1093807667, output_fired_time: 0.0000000000, propagate_forward_time: 7.2394542694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3366699219
validation[          , genome  7142] predictions:    9716/  10000 (97.16%), best:    9770/10000 (97.70%), error:       910.61462, best error:       818.77130 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 91.1816558838s, input_fired_time: 1.0208628178, output_fired_time: 0.6175286174, propagate_forward_time: 36.3706970215, propagate_backward_time: 51.2475814819, weight_update_time: 0.0941846296, other_time: 1.9249801636
epoch time: 7.6690373421s, input_fired_time: 0.1077196077, output_fired_time: 0.0000000000, propagate_forward_time: 7.2270903587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3342275620
validation[          , genome  7142] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       811.94568, best error:       811.94568 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 91.8746719360s, input_fired_time: 1.0153802633, output_fired_time: 0.6470107436, propagate_forward_time: 36.6052627563, propagate_backward_time: 51.6808547974, weight_update_time: 0.0942167193, other_time: 1.9261627197
epoch time: 7.7307662964s, input_fired_time: 0.1115937456, output_fired_time: 0.0000000000, propagate_forward_time: 7.2712306976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3479418755
validation[          , genome  7142] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       805.73090, best error:       805.73090 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 90.9268188477s, input_fired_time: 1.0077494383, output_fired_time: 0.6153531075, propagate_forward_time: 36.2539825439, propagate_backward_time: 51.1571693420, weight_update_time: 0.0936294198, other_time: 1.8925590515
epoch time: 7.6861028671s, input_fired_time: 0.1045990884, output_fired_time: 0.0000000000, propagate_forward_time: 7.2448086739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3366951942
validation[          , genome  7142] predictions:    9739/  10000 (97.39%), best:    9766/10000 (97.66%), error:       890.91278, best error:       805.73090 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 90.7488250732s, input_fired_time: 1.0056618452, output_fired_time: 0.6171116829, propagate_forward_time: 36.1799736023, propagate_backward_time: 51.0658988953, weight_update_time: 0.0914891437, other_time: 1.8801803589
epoch time: 7.8037104607s, input_fired_time: 0.1084016263, output_fired_time: 0.0000000000, propagate_forward_time: 7.3494358063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3458728790
validation[          , genome  7142] predictions:    9659/  10000 (96.59%), best:    9766/10000 (97.66%), error:      1146.03796, best error:       805.73090 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 91.1394958496s, input_fired_time: 1.0022677183, output_fired_time: 0.6177826524, propagate_forward_time: 36.3866996765, propagate_backward_time: 51.2185096741, weight_update_time: 0.0912207812, other_time: 1.9142379761
epoch time: 7.7261147499s, input_fired_time: 0.1089238748, output_fired_time: 0.0000000000, propagate_forward_time: 7.2780537605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3391370773
validation[          , genome  7142] predictions:    9711/  10000 (97.11%), best:    9766/10000 (97.66%), error:       957.62170, best error:       805.73090 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 91.5439376831s, input_fired_time: 1.0243916512, output_fired_time: 0.6184294224, propagate_forward_time: 36.6078491211, propagate_backward_time: 51.3667755127, weight_update_time: 0.0945195779, other_time: 1.9264907837
epoch time: 7.6796946526s, input_fired_time: 0.1057377011, output_fired_time: 0.0000000000, propagate_forward_time: 7.2435479164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3304090500
validation[          , genome  7142] predictions:    9768/  10000 (97.68%), best:    9766/10000 (97.66%), error:       817.40552, best error:       805.73090 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 91.0506286621s, input_fired_time: 1.0033308268, output_fired_time: 0.6162651777, propagate_forward_time: 36.3163681030, propagate_backward_time: 51.2276306152, weight_update_time: 0.0911326930, other_time: 1.8870315552
epoch time: 7.7205514908s, input_fired_time: 0.1079403237, output_fired_time: 0.0000000000, propagate_forward_time: 7.2789654732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3336458206
validation[          , genome  7142] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       776.44238, best error:       776.44238 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 90.5499267578s, input_fired_time: 1.0034642220, output_fired_time: 0.6228959560, propagate_forward_time: 36.1271820068, propagate_backward_time: 50.9153823853, weight_update_time: 0.0917263106, other_time: 1.8810043335
epoch time: 7.7059955597s, input_fired_time: 0.1079096273, output_fired_time: 0.0000000000, propagate_forward_time: 7.2617554665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3363304138
validation[          , genome  7142] predictions:    9753/  10000 (97.53%), best:    9768/10000 (97.68%), error:       819.72150, best error:       776.44238 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 90.8767395020s, input_fired_time: 1.0152856112, output_fired_time: 0.6237331033, propagate_forward_time: 36.3026695251, propagate_backward_time: 51.0196762085, weight_update_time: 0.0943740681, other_time: 1.9153709412
epoch time: 7.6624832153s, input_fired_time: 0.1051874161, output_fired_time: 0.0000000000, propagate_forward_time: 7.2263889313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3309068680
validation[          , genome  7142] predictions:    9752/  10000 (97.52%), best:    9768/10000 (97.68%), error:       830.36981, best error:       776.44238 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 90.5654754639s, input_fired_time: 1.0192612410, output_fired_time: 0.6166293621, propagate_forward_time: 36.1349678040, propagate_backward_time: 50.8786582947, weight_update_time: 0.0943322852, other_time: 1.9159545898
epoch time: 7.7228884697s, input_fired_time: 0.1127529889, output_fired_time: 0.0000000000, propagate_forward_time: 7.2667737007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3433618546
validation[          , genome  7142] predictions:    9761/  10000 (97.61%), best:    9768/10000 (97.68%), error:       780.30157, best error:       776.44238 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 91.2518234253s, input_fired_time: 1.0310685635, output_fired_time: 0.6154899597, propagate_forward_time: 36.4241294861, propagate_backward_time: 51.2795524597, weight_update_time: 0.0931724533, other_time: 1.9015884399
epoch time: 7.6581873894s, input_fired_time: 0.1049206108, output_fired_time: 0.0000000000, propagate_forward_time: 7.2249045372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3283624649
validation[          , genome  7142] predictions:    9730/  10000 (97.30%), best:    9768/10000 (97.68%), error:       864.73517, best error:       776.44238 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 91.4634323120s, input_fired_time: 1.0269243717, output_fired_time: 0.6535945535, propagate_forward_time: 36.4899330139, propagate_backward_time: 51.3392677307, weight_update_time: 0.0945518464, other_time: 1.9537124634
epoch time: 7.6499772072s, input_fired_time: 0.1077637747, output_fired_time: 0.0000000000, propagate_forward_time: 7.2068576813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3353557587
validation[          , genome  7142] predictions:    9758/  10000 (97.58%), best:    9768/10000 (97.68%), error:       790.41608, best error:       776.44238 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 90.6703186035s, input_fired_time: 1.0438617468, output_fired_time: 0.6146983504, propagate_forward_time: 36.1939201355, propagate_backward_time: 50.8960342407, weight_update_time: 0.0934613347, other_time: 1.9218025208
epoch time: 7.6945624352s, input_fired_time: 0.1110102534, output_fired_time: 0.0000000000, propagate_forward_time: 7.2433557510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3401966095
validation[          , genome  7142] predictions:    9777/  10000 (97.77%), best:    9768/10000 (97.68%), error:       778.07892, best error:       776.44238 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 90.7522583008s, input_fired_time: 1.0095522404, output_fired_time: 0.6431918740, propagate_forward_time: 36.2112998962, propagate_backward_time: 50.9921836853, weight_update_time: 0.0923334286, other_time: 1.8960342407
epoch time: 7.8052396774s, input_fired_time: 0.1084003374, output_fired_time: 0.0000000000, propagate_forward_time: 7.3609809875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3358583450
validation[          , genome  7142] predictions:    9740/  10000 (97.40%), best:    9768/10000 (97.68%), error:       888.95312, best error:       776.44238 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 90.6018447876s, input_fired_time: 1.0072448254, output_fired_time: 0.6157676578, propagate_forward_time: 36.1293525696, propagate_backward_time: 50.9610176086, weight_update_time: 0.0921999812, other_time: 1.8884582520
epoch time: 7.7196340561s, input_fired_time: 0.1111728922, output_fired_time: 0.0000000000, propagate_forward_time: 7.2678556442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3406057358
validation[          , genome  7142] predictions:    9754/  10000 (97.54%), best:    9768/10000 (97.68%), error:       829.93079, best error:       776.44238 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 91.4297103882s, input_fired_time: 1.0323131084, output_fired_time: 0.6197016835, propagate_forward_time: 36.3947372437, propagate_backward_time: 51.4554557800, weight_update_time: 0.0943594426, other_time: 1.9275016785
epoch time: 7.7296862602s, input_fired_time: 0.1099249125, output_fired_time: 0.0000000000, propagate_forward_time: 7.2857799530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3339815140
validation[          , genome  7142] predictions:    9732/  10000 (97.32%), best:    9768/10000 (97.68%), error:       852.81201, best error:       776.44238 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 91.3052215576s, input_fired_time: 1.0362036228, output_fired_time: 0.6180872917, propagate_forward_time: 36.4427871704, propagate_backward_time: 51.3076820374, weight_update_time: 0.0949249789, other_time: 1.9004631042
epoch time: 7.6627812386s, input_fired_time: 0.1084750295, output_fired_time: 0.0000000000, propagate_forward_time: 7.2203435898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3339624405
validation[          , genome  7142] predictions:    9739/  10000 (97.39%), best:    9768/10000 (97.68%), error:       880.98669, best error:       776.44238 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 90.8260498047s, input_fired_time: 1.0424830914, output_fired_time: 0.6184565425, propagate_forward_time: 36.1953277588, propagate_backward_time: 51.0621490479, weight_update_time: 0.0960394666, other_time: 1.9076385498
epoch time: 7.7767729759s, input_fired_time: 0.1104967892, output_fired_time: 0.0000000000, propagate_forward_time: 7.3255681992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3407077789
validation[          , genome  7142] predictions:    9739/  10000 (97.39%), best:    9768/10000 (97.68%), error:       886.44122, best error:       776.44238 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 91.3777160645s, input_fired_time: 1.0224301815, output_fired_time: 0.6195181012, propagate_forward_time: 36.4398269653, propagate_backward_time: 51.3715286255, weight_update_time: 0.0942314565, other_time: 1.9244155884
epoch time: 7.7488155365s, input_fired_time: 0.1097811460, output_fired_time: 0.0000000000, propagate_forward_time: 7.3056020737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3334321976
validation[          , genome  7142] predictions:    9727/  10000 (97.27%), best:    9768/10000 (97.68%), error:       901.88177, best error:       776.44238 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 91.1694488525s, input_fired_time: 1.0192661285, output_fired_time: 0.6166333556, propagate_forward_time: 36.4434471130, propagate_backward_time: 51.1937675476, weight_update_time: 0.0926516056, other_time: 1.8963394165
epoch time: 7.6643505096s, input_fired_time: 0.1099241823, output_fired_time: 0.0000000000, propagate_forward_time: 7.2175540924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3368721008
validation[          , genome  7142] predictions:    9704/  10000 (97.04%), best:    9768/10000 (97.68%), error:       979.45233, best error:       776.44238 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 91.1779632568s, input_fired_time: 1.0198947191, output_fired_time: 0.6185367107, propagate_forward_time: 36.4415969849, propagate_backward_time: 51.1934127808, weight_update_time: 0.0911025628, other_time: 1.9045181274
epoch time: 7.7142601013s, input_fired_time: 0.1082799882, output_fired_time: 0.0000000000, propagate_forward_time: 7.2718887329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3340911865
validation[          , genome  7142] predictions:    9757/  10000 (97.57%), best:    9768/10000 (97.68%), error:       812.12744, best error:       776.44238 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 90.8417816162s, input_fired_time: 1.0164256096, output_fired_time: 0.6150834560, propagate_forward_time: 36.3030776978, propagate_backward_time: 51.0169792175, weight_update_time: 0.0927340984, other_time: 1.8902168274
epoch time: 7.7441906929s, input_fired_time: 0.1096567512, output_fired_time: 0.0000000000, propagate_forward_time: 7.3004755974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3340582848
validation[          , genome  7142] predictions:    9743/  10000 (97.43%), best:    9768/10000 (97.68%), error:       832.42365, best error:       776.44238 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 90.6048202515s, input_fired_time: 1.0288207531, output_fired_time: 0.6160672903, propagate_forward_time: 36.1944351196, propagate_backward_time: 50.8482398987, weight_update_time: 0.0961031467, other_time: 1.9172554016
epoch time: 7.9033889771s, input_fired_time: 0.1076982543, output_fired_time: 0.0000000000, propagate_forward_time: 7.4501247406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3455657959
validation[          , genome  7142] predictions:    9749/  10000 (97.49%), best:    9768/10000 (97.68%), error:       804.79596, best error:       776.44238 on epoch:    45, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 91.2510299683s, input_fired_time: 1.0108503103, output_fired_time: 0.6155871749, propagate_forward_time: 36.4483413696, propagate_backward_time: 51.2942237854, weight_update_time: 0.0908865035, other_time: 1.8820304871
epoch time: 7.6879978180s, input_fired_time: 0.1074884757, output_fired_time: 0.0000000000, propagate_forward_time: 7.2484569550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3320522308
validation[          , genome  7142] predictions:    9762/  10000 (97.62%), best:    9768/10000 (97.68%), error:       779.26801, best error:       776.44238 on epoch:    45, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 90.7924499512s, input_fired_time: 1.0092762709, output_fired_time: 0.6138536930, propagate_forward_time: 36.2802696228, propagate_backward_time: 51.0223083496, weight_update_time: 0.0911618620, other_time: 1.8667411804
epoch time: 7.6598677635s, input_fired_time: 0.1093376726, output_fired_time: 0.0000000000, propagate_forward_time: 7.2159585953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3345713615
validation[          , genome  7142] predictions:    9744/  10000 (97.44%), best:    9768/10000 (97.68%), error:       852.79608, best error:       776.44238 on epoch:    45, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 90.7489318848s, input_fired_time: 1.0108444691, output_fired_time: 0.6370955706, propagate_forward_time: 36.1901130676, propagate_backward_time: 51.0346107483, weight_update_time: 0.0915628076, other_time: 1.8762741089
epoch time: 7.8764324188s, input_fired_time: 0.1091900691, output_fired_time: 0.0000000000, propagate_forward_time: 7.4330286980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3342137337
validation[          , genome  7142] predictions:    9695/  10000 (96.95%), best:    9768/10000 (97.68%), error:       996.28101, best error:       776.44238 on epoch:    45, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 90.8838882446s, input_fired_time: 1.0368970633, output_fired_time: 0.6145236492, propagate_forward_time: 36.1829681396, propagate_backward_time: 51.1518211365, weight_update_time: 0.0921756923, other_time: 1.8976783752
epoch time: 7.6609997749s, input_fired_time: 0.1096151248, output_fired_time: 0.0000000000, propagate_forward_time: 7.2169575691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3344268799
validation[          , genome  7142] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       757.47858, best error:       757.47858 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 91.1613693237s, input_fired_time: 1.0124266148, output_fired_time: 0.6142066717, propagate_forward_time: 36.4147109985, propagate_backward_time: 51.2015953064, weight_update_time: 0.0920407400, other_time: 1.9184303284
epoch time: 7.6502199173s, input_fired_time: 0.1094588041, output_fired_time: 0.0000000000, propagate_forward_time: 7.2047820091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3359789848
validation[          , genome  7142] predictions:    9725/  10000 (97.25%), best:    9781/10000 (97.81%), error:       916.21814, best error:       757.47858 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 90.7984771729s, input_fired_time: 1.0195375681, output_fired_time: 0.6170188785, propagate_forward_time: 36.2489776611, propagate_backward_time: 51.0159416199, weight_update_time: 0.0930996686, other_time: 1.8969993591
epoch time: 7.6875000000s, input_fired_time: 0.1077526212, output_fired_time: 0.0000000000, propagate_forward_time: 7.2466516495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3330955505
validation[          , genome  7142] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       754.87946, best error:       754.87946 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 90.5943832397s, input_fired_time: 1.0253463984, output_fired_time: 0.6145392060, propagate_forward_time: 36.1050796509, propagate_backward_time: 50.9544563293, weight_update_time: 0.0937911868, other_time: 1.8949623108
epoch time: 7.7282772064s, input_fired_time: 0.1097207144, output_fired_time: 0.0000000000, propagate_forward_time: 7.2855753899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3329811096
validation[          , genome  7142] predictions:    9744/  10000 (97.44%), best:    9766/10000 (97.66%), error:       852.65222, best error:       754.87946 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 91.0020370483s, input_fired_time: 1.0409694910, output_fired_time: 0.6150156260, propagate_forward_time: 36.3620719910, propagate_backward_time: 51.0706367493, weight_update_time: 0.0945316479, other_time: 1.9133453369
epoch time: 7.6737112999s, input_fired_time: 0.1104596034, output_fired_time: 0.0000000000, propagate_forward_time: 7.2288212776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3344302177
validation[          , genome  7142] predictions:    9770/  10000 (97.70%), best:    9766/10000 (97.66%), error:       784.91852, best error:       754.87946 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 90.4192733765s, input_fired_time: 1.0322271585, output_fired_time: 0.6140660644, propagate_forward_time: 36.0744094849, propagate_backward_time: 50.7974624634, weight_update_time: 0.0960434303, other_time: 1.9011077881
epoch time: 7.6680111885s, input_fired_time: 0.1115318835, output_fired_time: 0.0000000000, propagate_forward_time: 7.2202973366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3361821175
validation[          , genome  7142] predictions:    9765/  10000 (97.65%), best:    9766/10000 (97.66%), error:       768.78137, best error:       754.87946 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 91.0207977295s, input_fired_time: 1.0214087963, output_fired_time: 0.6157509685, propagate_forward_time: 36.3589057922, propagate_backward_time: 51.1444396973, weight_update_time: 0.0919253081, other_time: 1.8802909851
epoch time: 7.7817196846s, input_fired_time: 0.1308674663, output_fired_time: 0.0000000000, propagate_forward_time: 7.3171744347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3336777687
validation[          , genome  7142] predictions:    9789/  10000 (97.89%), best:    9766/10000 (97.66%), error:       759.31042, best error:       754.87946 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 90.7661361694s, input_fired_time: 1.0410251617, output_fired_time: 0.6149773002, propagate_forward_time: 36.2858734131, propagate_backward_time: 50.8901100159, weight_update_time: 0.1041710526, other_time: 1.9341545105
epoch time: 7.6500859261s, input_fired_time: 0.1109830737, output_fired_time: 0.0000000000, propagate_forward_time: 7.2064547539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3326482773
validation[          , genome  7142] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       743.08350, best error:       743.08350 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 90.7245025635s, input_fired_time: 1.0332384109, output_fired_time: 0.6165205240, propagate_forward_time: 36.1742553711, propagate_backward_time: 51.0154113770, weight_update_time: 0.0934318453, other_time: 1.8850708008
epoch time: 7.7189979553s, input_fired_time: 0.1113972813, output_fired_time: 0.0000000000, propagate_forward_time: 7.2728981972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3347024918
validation[          , genome  7142] predictions:    9763/  10000 (97.63%), best:    9774/10000 (97.74%), error:       791.73730, best error:       743.08350 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 90.5948486328s, input_fired_time: 1.0232355595, output_fired_time: 0.6141651273, propagate_forward_time: 36.1138916016, propagate_backward_time: 50.9320373535, weight_update_time: 0.0937553346, other_time: 1.9115142822
epoch time: 7.7758111954s, input_fired_time: 0.1105932444, output_fired_time: 0.0000000000, propagate_forward_time: 7.3325700760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3326478004
validation[          , genome  7142] predictions:    9703/  10000 (97.03%), best:    9774/10000 (97.74%), error:      1015.26715, best error:       743.08350 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 90.6559829712s, input_fired_time: 1.0168029070, output_fired_time: 0.6149545312, propagate_forward_time: 36.1039352417, propagate_backward_time: 51.0428810120, weight_update_time: 0.0951486081, other_time: 1.8774147034
epoch time: 7.6849188805s, input_fired_time: 0.1077555567, output_fired_time: 0.0000000000, propagate_forward_time: 7.2488441467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3283190727
validation[          , genome  7142] predictions:    9770/  10000 (97.70%), best:    9774/10000 (97.74%), error:       817.95465, best error:       743.08350 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 92.0421752930s, input_fired_time: 1.0452357531, output_fired_time: 0.6211885810, propagate_forward_time: 36.6803970337, propagate_backward_time: 51.7610588074, weight_update_time: 0.0943992436, other_time: 1.9342994690
epoch time: 7.7094268799s, input_fired_time: 0.1075203493, output_fired_time: 0.0000000000, propagate_forward_time: 7.2666897774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3352165222
validation[          , genome  7142] predictions:    9754/  10000 (97.54%), best:    9774/10000 (97.74%), error:       823.76074, best error:       743.08350 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 90.8280334473s, input_fired_time: 1.0218015909, output_fired_time: 0.6148370504, propagate_forward_time: 36.2537040710, propagate_backward_time: 51.0757522583, weight_update_time: 0.0906958058, other_time: 1.8619346619
epoch time: 7.6849617958s, input_fired_time: 0.1089555770, output_fired_time: 0.0000000000, propagate_forward_time: 7.2461042404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3299021721
validation[          , genome  7142] predictions:    9739/  10000 (97.39%), best:    9774/10000 (97.74%), error:       856.04730, best error:       743.08350 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 90.8340530396s, input_fired_time: 1.0343420506, output_fired_time: 0.6209278107, propagate_forward_time: 36.2200088501, propagate_backward_time: 51.0663642883, weight_update_time: 0.0947825834, other_time: 1.8924140930
epoch time: 7.6660418510s, input_fired_time: 0.1086667106, output_fired_time: 0.0000000000, propagate_forward_time: 7.2259202003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3314547539
validation[          , genome  7142] predictions:    9752/  10000 (97.52%), best:    9774/10000 (97.74%), error:       853.06891, best error:       743.08350 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 90.7563858032s, input_fired_time: 1.0267380476, output_fired_time: 0.6137261987, propagate_forward_time: 36.2440223694, propagate_backward_time: 50.9867057800, weight_update_time: 0.0923879072, other_time: 1.8851928711
epoch time: 7.6678018570s, input_fired_time: 0.1105371788, output_fired_time: 0.0000000000, propagate_forward_time: 7.2239375114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3333272934
validation[          , genome  7142] predictions:    9667/  10000 (96.67%), best:    9774/10000 (97.74%), error:      1090.03528, best error:       743.08350 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 90.9774475098s, input_fired_time: 1.0324604511, output_fired_time: 0.6145418286, propagate_forward_time: 36.2751045227, propagate_backward_time: 51.1600532532, weight_update_time: 0.0942041948, other_time: 1.8952865601
epoch time: 7.6681556702s, input_fired_time: 0.1104079410, output_fired_time: 0.0000000000, propagate_forward_time: 7.2258276939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3319201469
validation[          , genome  7142] predictions:    9768/  10000 (97.68%), best:    9774/10000 (97.74%), error:       811.60962, best error:       743.08350 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 90.8258590698s, input_fired_time: 1.0430212021, output_fired_time: 0.6200504303, propagate_forward_time: 36.2801437378, propagate_backward_time: 50.9769706726, weight_update_time: 0.0948810726, other_time: 1.9056739807
epoch time: 7.6923804283s, input_fired_time: 0.1091450974, output_fired_time: 0.0000000000, propagate_forward_time: 7.2511148453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3321204185
validation[          , genome  7142] predictions:    9764/  10000 (97.64%), best:    9774/10000 (97.74%), error:       759.74023, best error:       743.08350 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 90.8181381226s, input_fired_time: 1.0450953245, output_fired_time: 0.6141600013, propagate_forward_time: 36.1769218445, propagate_backward_time: 51.0866928101, weight_update_time: 0.0943834260, other_time: 1.8952674866
epoch time: 7.6827945709s, input_fired_time: 0.1126743034, output_fired_time: 0.0000000000, propagate_forward_time: 7.2357487679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3343715668
validation[          , genome  7142] predictions:    9716/  10000 (97.16%), best:    9774/10000 (97.74%), error:       926.67419, best error:       743.08350 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 90.8570632935s, input_fired_time: 1.0325256586, output_fired_time: 0.6133118868, propagate_forward_time: 36.3127517700, propagate_backward_time: 51.0094490051, weight_update_time: 0.0929269940, other_time: 1.8890266418
epoch time: 7.7372727394s, input_fired_time: 0.1104199365, output_fired_time: 0.0000000000, propagate_forward_time: 7.2944927216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3323602676
validation[          , genome  7142] predictions:    9760/  10000 (97.60%), best:    9774/10000 (97.74%), error:       805.00818, best error:       743.08350 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 90.7233352661s, input_fired_time: 1.0323908329, output_fired_time: 0.6154887080, propagate_forward_time: 36.1879653931, propagate_backward_time: 50.9936523438, weight_update_time: 0.0929811597, other_time: 1.8938369751
epoch time: 7.6557126045s, input_fired_time: 0.1090314910, output_fired_time: 0.0000000000, propagate_forward_time: 7.2171030045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3295779228
validation[          , genome  7142] predictions:    9757/  10000 (97.57%), best:    9774/10000 (97.74%), error:       812.17651, best error:       743.08350 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 90.6099548340s, input_fired_time: 1.0206954479, output_fired_time: 0.6142985821, propagate_forward_time: 36.1226844788, propagate_backward_time: 50.9838981628, weight_update_time: 0.0907611847, other_time: 1.8683776855
epoch time: 7.7019524574s, input_fired_time: 0.1155367419, output_fired_time: 0.0000000000, propagate_forward_time: 7.2497744560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3366413116
validation[          , genome  7142] predictions:    9760/  10000 (97.60%), best:    9774/10000 (97.74%), error:       793.02466, best error:       743.08350 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 90.8210525513s, input_fired_time: 1.0473068953, output_fired_time: 0.6150032878, propagate_forward_time: 36.2001533508, propagate_backward_time: 51.0458412170, weight_update_time: 0.0956054702, other_time: 1.9127426147
epoch time: 7.7128305435s, input_fired_time: 0.1180415526, output_fired_time: 0.0000000000, propagate_forward_time: 7.2628870010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3319020271
validation[          , genome  7142] predictions:    9768/  10000 (97.68%), best:    9774/10000 (97.74%), error:       751.02374, best error:       743.08350 on epoch:    72, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 90.9877548218s, input_fired_time: 1.0488742590, output_fired_time: 0.6144140959, propagate_forward_time: 36.2464065552, propagate_backward_time: 51.1696968079, weight_update_time: 0.0948714316, other_time: 1.9083671570
epoch time: 7.6480259895s, input_fired_time: 0.1126052961, output_fired_time: 0.0000000000, propagate_forward_time: 7.2025818825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3328390121
validation[          , genome  7142] predictions:    9770/  10000 (97.70%), best:    9774/10000 (97.74%), error:       794.37390, best error:       743.08350 on epoch:    72, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 90.7736511230s, input_fired_time: 1.0300372839, output_fired_time: 0.6131785512, propagate_forward_time: 36.2414360046, propagate_backward_time: 50.9995689392, weight_update_time: 0.0927010849, other_time: 1.8894271851
epoch time: 7.6821055412s, input_fired_time: 0.1126570925, output_fired_time: 0.0000000000, propagate_forward_time: 7.2357826233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3336658478
validation[          , genome  7142] predictions:    9763/  10000 (97.63%), best:    9774/10000 (97.74%), error:       807.17975, best error:       743.08350 on epoch:    72, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 91.0221328735s, input_fired_time: 1.0512619019, output_fired_time: 0.6250032783, propagate_forward_time: 36.2416687012, propagate_backward_time: 51.1787948608, weight_update_time: 0.0954940915, other_time: 1.9254074097
epoch time: 7.6984605789s, input_fired_time: 0.1140899062, output_fired_time: 0.0000000000, propagate_forward_time: 7.2462897301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3380808830
validation[          , genome  7142] predictions:    9737/  10000 (97.37%), best:    9774/10000 (97.74%), error:       838.55853, best error:       743.08350 on epoch:    72, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 90.6962356567s, input_fired_time: 1.0354562998, output_fired_time: 0.6149698496, propagate_forward_time: 36.2480354309, propagate_backward_time: 50.8928794861, weight_update_time: 0.0931795239, other_time: 1.9048995972
epoch time: 7.7382493019s, input_fired_time: 0.1140383407, output_fired_time: 0.0000000000, propagate_forward_time: 7.2875089645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3367018700
validation[          , genome  7142] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       778.03546, best error:       743.08350 on epoch:    72, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 90.8756790161s, input_fired_time: 1.0279901028, output_fired_time: 0.6163763404, propagate_forward_time: 36.2302894592, propagate_backward_time: 51.1081275940, weight_update_time: 0.0922746956, other_time: 1.8928909302
epoch time: 7.6530361176s, input_fired_time: 0.1089054346, output_fired_time: 0.0000000000, propagate_forward_time: 7.2156147957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3285160065
validation[          , genome  7142] predictions:    9704/  10000 (97.04%), best:    9774/10000 (97.74%), error:      1015.51276, best error:       743.08350 on epoch:    72, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 91.0374221802s, input_fired_time: 1.0665560961, output_fired_time: 0.6136766672, propagate_forward_time: 36.3376770020, propagate_backward_time: 51.1247253418, weight_update_time: 0.0932034850, other_time: 1.8947830200
epoch time: 7.7674674988s, input_fired_time: 0.1124749184, output_fired_time: 0.0000000000, propagate_forward_time: 7.3072948456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3476977348
validation[          , genome  7142] predictions:    9762/  10000 (97.62%), best:    9774/10000 (97.74%), error:       802.80646, best error:       743.08350 on epoch:    72, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 90.8371810913s, input_fired_time: 1.0422705412, output_fired_time: 0.6175632477, propagate_forward_time: 36.1938056946, propagate_backward_time: 51.0681228638, weight_update_time: 0.0950144604, other_time: 1.9154243469
epoch time: 7.7699460983s, input_fired_time: 0.1139376163, output_fired_time: 0.0000000000, propagate_forward_time: 7.3037772179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3522315025
validation[          , genome  7142] predictions:    9766/  10000 (97.66%), best:    9774/10000 (97.74%), error:       818.91266, best error:       743.08350 on epoch:    72, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 90.8392639160s, input_fired_time: 1.0352923870, output_fired_time: 0.6145602465, propagate_forward_time: 36.2742881775, propagate_backward_time: 51.0059967041, weight_update_time: 0.0937141627, other_time: 1.9091224670
epoch time: 7.6784753799s, input_fired_time: 0.1100371480, output_fired_time: 0.0000000000, propagate_forward_time: 7.2389016151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3295364380
validation[          , genome  7142] predictions:    9770/  10000 (97.70%), best:    9774/10000 (97.74%), error:       788.64795, best error:       743.08350 on epoch:    72, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 90.8041839600s, input_fired_time: 1.0433264971, output_fired_time: 0.6198499799, propagate_forward_time: 36.2455902100, propagate_backward_time: 50.9777641296, weight_update_time: 0.0953748897, other_time: 1.9176521301
epoch time: 7.6724171638s, input_fired_time: 0.1137613654, output_fired_time: 0.0000000000, propagate_forward_time: 7.2180137634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3406419754
validation[          , genome  7142] predictions:    9749/  10000 (97.49%), best:    9774/10000 (97.74%), error:       816.85846, best error:       743.08350 on epoch:    72, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 91.0327529907s, input_fired_time: 1.0447601080, output_fired_time: 0.6253830194, propagate_forward_time: 36.2771606445, propagate_backward_time: 51.1905708313, weight_update_time: 0.0923587307, other_time: 1.8948783875
epoch time: 7.7445001602s, input_fired_time: 0.1148486733, output_fired_time: 0.0000000000, propagate_forward_time: 7.2920279503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3376235962
validation[          , genome  7142] predictions:    9767/  10000 (97.67%), best:    9774/10000 (97.74%), error:       775.32520, best error:       743.08350 on epoch:    72, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 90.8151702881s, input_fired_time: 1.0384608507, output_fired_time: 0.6147236228, propagate_forward_time: 36.2597045898, propagate_backward_time: 50.9840736389, weight_update_time: 0.0943628326, other_time: 1.9182090759
epoch time: 7.6934208870s, input_fired_time: 0.1117470115, output_fired_time: 0.0000000000, propagate_forward_time: 7.2398424149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3418316841
validation[          , genome  7142] predictions:    9787/  10000 (97.87%), best:    9774/10000 (97.74%), error:       785.73730, best error:       743.08350 on epoch:    72, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 90.6554946899s, input_fired_time: 1.0524141788, output_fired_time: 0.6168544888, propagate_forward_time: 36.1671409607, propagate_backward_time: 50.9033966064, weight_update_time: 0.0958673656, other_time: 1.9156913757
epoch time: 7.7274346352s, input_fired_time: 0.1122259721, output_fired_time: 0.0000000000, propagate_forward_time: 7.2820582390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3331503868
validation[          , genome  7142] predictions:    9784/  10000 (97.84%), best:    9774/10000 (97.74%), error:       751.26898, best error:       743.08350 on epoch:    72, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 90.8454132080s, input_fired_time: 1.0415972471, output_fired_time: 0.6170406342, propagate_forward_time: 36.1808090210, propagate_backward_time: 51.1132316589, weight_update_time: 0.0944880098, other_time: 1.8927345276
epoch time: 7.7321867943s, input_fired_time: 0.1119228601, output_fired_time: 0.0000000000, propagate_forward_time: 7.2913875580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3288764954
validation[          , genome  7142] predictions:    9755/  10000 (97.55%), best:    9774/10000 (97.74%), error:       828.58948, best error:       743.08350 on epoch:    72, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 91.1168212891s, input_fired_time: 1.0489519835, output_fired_time: 0.6163014770, propagate_forward_time: 36.4312858582, propagate_backward_time: 51.1383361816, weight_update_time: 0.0914867893, other_time: 1.8819465637
epoch time: 7.6910133362s, input_fired_time: 0.1113603041, output_fired_time: 0.0000000000, propagate_forward_time: 7.2453055382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3343477249
validation[          , genome  7142] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       776.53589, best error:       743.08350 on epoch:    72, 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: 38.5126647949s, input_fired_time: 0.5694164634, output_fired_time: 0.0000000000, propagate_forward_time: 36.2211494446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7220993042
best training[          , genome  7142] predictions:   49684/  50000 (99.37%), best:    9774/10000 (97.74%), error:      1272.97595, best error:       743.08350 on epoch:    72, 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: 7.6359176636s, input_fired_time: 0.1097795144, output_fired_time: 0.0000000000, propagate_forward_time: 7.1897044182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3364338875
   testing[          , genome  7142] predictions:    9797/  10000 (97.97%), best:    9774/10000 (97.74%), error:       678.39746, best error:       743.08350 on epoch:    72, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
03:15:12 (17122): called boinc_finish(0)

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