Nameexact_genome_1512568488_42_6969_1
Workunit2606046
Created7 Dec 2017, 22:56:09 UTC
Sent7 Dec 2017, 23:00:30 UTC
Report deadline19 Dec 2017, 1:20:31 UTC
Received9 Dec 2017, 15:45:10 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time6 hours 23 min 33 sec
CPU time6 hours 18 min 11 sec
Validate stateValid
Credit2,774.31
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size159.89 MB
Peak swap size158.32 MB
Peak disk usage3.08 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
769.20459 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 206.2863922119s, input_fired_time: 2.4418878555, output_fired_time: 2.4967160225, propagate_forward_time: 77.3721237183, propagate_backward_time: 120.0332565308, weight_update_time: 0.2853679657, other_time: 3.9423980713
epoch time: 16.2869701385s, input_fired_time: 0.3010360301, output_fired_time: 0.0000000000, propagate_forward_time: 15.2902545929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6956796646
validation[          , genome  6969] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       751.58380, best error:       751.58380 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 205.6739654541s, input_fired_time: 2.4481842518, output_fired_time: 2.4928262234, propagate_forward_time: 76.9922943115, propagate_backward_time: 119.7937850952, weight_update_time: 0.2865829468, other_time: 3.9468765259
epoch time: 16.3484649658s, input_fired_time: 0.3066324592, output_fired_time: 0.0000000000, propagate_forward_time: 15.3380651474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7037668228
validation[          , genome  6969] predictions:    9759/  10000 (97.59%), best:    9775/10000 (97.75%), error:       763.64758, best error:       751.58380 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 206.8047790527s, input_fired_time: 2.4595782757, output_fired_time: 2.5062201023, propagate_forward_time: 77.4120635986, propagate_backward_time: 120.4652938843, weight_update_time: 0.2888773382, other_time: 3.9616165161
epoch time: 16.4604129791s, input_fired_time: 0.3067429066, output_fired_time: 0.0000000000, propagate_forward_time: 15.4472885132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7063808441
validation[          , genome  6969] predictions:    9755/  10000 (97.55%), best:    9775/10000 (97.75%), error:       806.83557, best error:       751.58380 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 207.2146148682s, input_fired_time: 2.4600615501, output_fired_time: 2.5081772804, propagate_forward_time: 77.6454086304, propagate_backward_time: 120.6340637207, weight_update_time: 0.2896509767, other_time: 3.9668960571
epoch time: 16.3401870728s, input_fired_time: 0.3035989106, output_fired_time: 0.0000000000, propagate_forward_time: 15.3391027451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6974859238
validation[          , genome  6969] predictions:    9754/  10000 (97.54%), best:    9775/10000 (97.75%), error:       808.38721, best error:       751.58380 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 206.5081634521s, input_fired_time: 2.4645230770, output_fired_time: 2.5062441826, propagate_forward_time: 77.3560867310, propagate_backward_time: 120.2215194702, weight_update_time: 0.2857518792, other_time: 3.9597930908
epoch time: 15.9750051498s, input_fired_time: 0.3036083877, output_fired_time: 0.0000000000, propagate_forward_time: 14.9832677841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6881294250
validation[          , genome  6969] predictions:    9729/  10000 (97.29%), best:    9775/10000 (97.75%), error:       957.22687, best error:       751.58380 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 205.7915802002s, input_fired_time: 2.4472374916, output_fired_time: 2.4868566990, propagate_forward_time: 76.7185516357, propagate_backward_time: 120.1917495728, weight_update_time: 0.2868540287, other_time: 3.9471817017
epoch time: 16.7411060333s, input_fired_time: 0.3123468459, output_fired_time: 0.0000000000, propagate_forward_time: 15.7280941010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7006645203
validation[          , genome  6969] predictions:    9739/  10000 (97.39%), best:    9775/10000 (97.75%), error:       841.97852, best error:       751.58380 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 207.6346282959s, input_fired_time: 2.4571530819, output_fired_time: 2.5294389725, propagate_forward_time: 77.4570465088, propagate_backward_time: 121.2260894775, weight_update_time: 0.2865002453, other_time: 3.9649047852
epoch time: 16.6999473572s, input_fired_time: 0.3107850850, output_fired_time: 0.0000000000, propagate_forward_time: 15.6912078857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6979541779
validation[          , genome  6969] predictions:    9709/  10000 (97.09%), best:    9775/10000 (97.75%), error:       905.53217, best error:       751.58380 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 204.6527099609s, input_fired_time: 2.4449100494, output_fired_time: 2.4885892868, propagate_forward_time: 76.5301208496, propagate_backward_time: 119.2612762451, weight_update_time: 0.2850626409, other_time: 3.9278106689
epoch time: 16.1530475616s, input_fired_time: 0.3061583638, output_fired_time: 0.0000000000, propagate_forward_time: 15.1479873657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6989021301
validation[          , genome  6969] predictions:    9762/  10000 (97.62%), best:    9775/10000 (97.75%), error:       773.69293, best error:       751.58380 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 206.0999908447s, input_fired_time: 2.4642500877, output_fired_time: 2.4902281761, propagate_forward_time: 77.0724334717, propagate_backward_time: 120.1369247437, weight_update_time: 0.2859622538, other_time: 3.9361495972
epoch time: 16.2352905273s, input_fired_time: 0.3082257211, output_fired_time: 0.0000000000, propagate_forward_time: 15.2170877457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7099771500
validation[          , genome  6969] predictions:    9647/  10000 (96.47%), best:    9775/10000 (97.75%), error:      1104.88416, best error:       751.58380 on epoch:    15, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 205.3447875977s, input_fired_time: 2.4588310719, output_fired_time: 2.4868111610, propagate_forward_time: 76.7207870483, propagate_backward_time: 119.7312850952, weight_update_time: 0.2856768668, other_time: 3.9470672607
epoch time: 16.4552021027s, input_fired_time: 0.3120249808, output_fired_time: 0.0000000000, propagate_forward_time: 15.4413328171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7018442154
validation[          , genome  6969] predictions:    9751/  10000 (97.51%), best:    9775/10000 (97.75%), error:       836.62134, best error:       751.58380 on epoch:    15, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 204.4403991699s, input_fired_time: 2.4436101913, output_fired_time: 2.4480960369, propagate_forward_time: 76.2364578247, propagate_backward_time: 119.3753280640, weight_update_time: 0.2876433730, other_time: 3.9369201660
epoch time: 16.4053153992s, input_fired_time: 0.3093631268, output_fired_time: 0.0000000000, propagate_forward_time: 15.3836736679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7122793198
validation[          , genome  6969] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       743.46301, best error:       743.46301 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 206.3563385010s, input_fired_time: 2.4554255009, output_fired_time: 2.5002291203, propagate_forward_time: 76.6457901001, propagate_backward_time: 120.7874526978, weight_update_time: 0.2860242128, other_time: 3.9674377441
epoch time: 16.4909362793s, input_fired_time: 0.3108889461, output_fired_time: 0.0000000000, propagate_forward_time: 15.4754076004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7046403885
validation[          , genome  6969] predictions:    9756/  10000 (97.56%), best:    9782/10000 (97.82%), error:       768.60199, best error:       743.46301 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 206.9502716064s, input_fired_time: 2.4660995007, output_fired_time: 2.5027668476, propagate_forward_time: 77.1982345581, propagate_backward_time: 120.8266296387, weight_update_time: 0.2871460319, other_time: 3.9565505981
epoch time: 16.4478950500s, input_fired_time: 0.3071840703, output_fired_time: 0.0000000000, propagate_forward_time: 15.4535303116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6871805191
validation[          , genome  6969] predictions:    9760/  10000 (97.60%), best:    9782/10000 (97.82%), error:       746.50500, best error:       743.46301 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 206.0598907471s, input_fired_time: 2.4523832798, output_fired_time: 2.4827764034, propagate_forward_time: 76.7618865967, propagate_backward_time: 120.4066162109, weight_update_time: 0.2866621912, other_time: 3.9562377930
epoch time: 16.1075363159s, input_fired_time: 0.3095898330, output_fired_time: 0.0000000000, propagate_forward_time: 15.1031007767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6948461533
validation[          , genome  6969] predictions:    9778/  10000 (97.78%), best:    9782/10000 (97.82%), error:       746.76886, best error:       743.46301 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 206.3414916992s, input_fired_time: 2.4638338089, output_fired_time: 2.4992382526, propagate_forward_time: 76.8752899170, propagate_backward_time: 120.5461120605, weight_update_time: 0.2867254317, other_time: 3.9570159912
epoch time: 16.6860141754s, input_fired_time: 0.3148706257, output_fired_time: 0.0000000000, propagate_forward_time: 15.6696577072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7014856339
validation[          , genome  6969] predictions:    9763/  10000 (97.63%), best:    9782/10000 (97.82%), error:       813.43134, best error:       743.46301 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 205.9054412842s, input_fired_time: 2.4639108181, output_fired_time: 2.4937658310, propagate_forward_time: 76.9866867065, propagate_backward_time: 120.0234909058, weight_update_time: 0.2863704264, other_time: 3.9375915527
epoch time: 16.2865276337s, input_fired_time: 0.3045067489, output_fired_time: 0.0000000000, propagate_forward_time: 15.2788438797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7031774521
validation[          , genome  6969] predictions:    9774/  10000 (97.74%), best:    9782/10000 (97.82%), error:       760.74597, best error:       743.46301 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 206.6760406494s, input_fired_time: 2.4654672146, output_fired_time: 2.4969031811, propagate_forward_time: 77.0917816162, propagate_backward_time: 120.6699371338, weight_update_time: 0.2850893438, other_time: 3.9519500732
epoch time: 16.8439292908s, input_fired_time: 0.3133043945, output_fired_time: 0.0000000000, propagate_forward_time: 15.8303089142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7003154755
validation[          , genome  6969] predictions:    9769/  10000 (97.69%), best:    9782/10000 (97.82%), error:       792.69427, best error:       743.46301 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 205.6170196533s, input_fired_time: 2.4529554844, output_fired_time: 2.4772968292, propagate_forward_time: 76.7656860352, propagate_backward_time: 119.9821166992, weight_update_time: 0.2881742716, other_time: 3.9389648438
epoch time: 16.4159965515s, input_fired_time: 0.3078990281, output_fired_time: 0.0000000000, propagate_forward_time: 15.4090614319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6990356445
validation[          , genome  6969] predictions:    9743/  10000 (97.43%), best:    9782/10000 (97.82%), error:       829.01532, best error:       743.46301 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 205.5406494141s, input_fired_time: 2.4588963985, output_fired_time: 2.4857919216, propagate_forward_time: 76.4446868896, propagate_backward_time: 120.2290039063, weight_update_time: 0.2842683792, other_time: 3.9222717285
epoch time: 16.6469154358s, input_fired_time: 0.3078857064, output_fired_time: 0.0000000000, propagate_forward_time: 15.6397886276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6992406845
validation[          , genome  6969] predictions:    9716/  10000 (97.16%), best:    9782/10000 (97.82%), error:       944.90918, best error:       743.46301 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 208.1081695557s, input_fired_time: 2.4731519222, output_fired_time: 2.5177705288, propagate_forward_time: 77.6586761475, propagate_backward_time: 121.5389785767, weight_update_time: 0.2854437828, other_time: 3.9195938110
epoch time: 16.3690567017s, input_fired_time: 0.3085027039, output_fired_time: 0.0000000000, propagate_forward_time: 15.3635826111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6969718933
validation[          , genome  6969] predictions:    9758/  10000 (97.58%), best:    9782/10000 (97.82%), error:       800.27643, best error:       743.46301 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 205.8528594971s, input_fired_time: 2.4668023586, output_fired_time: 2.4695119858, propagate_forward_time: 76.7840042114, propagate_backward_time: 120.1921157837, weight_update_time: 0.2867718935, other_time: 3.9404296875
epoch time: 16.6547298431s, input_fired_time: 0.3162581623, output_fired_time: 0.0000000000, propagate_forward_time: 15.6256723404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7128000259
validation[          , genome  6969] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       732.40802, best error:       732.40802 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 206.6139678955s, input_fired_time: 2.4750871658, output_fired_time: 2.4964702129, propagate_forward_time: 76.9502716064, propagate_backward_time: 120.7536392212, weight_update_time: 0.2869929075, other_time: 3.9384994507
epoch time: 16.6736965179s, input_fired_time: 0.3113727570, output_fired_time: 0.0000000000, propagate_forward_time: 15.6611566544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7011671066
validation[          , genome  6969] predictions:    9776/  10000 (97.76%), best:    9772/10000 (97.72%), error:       741.94513, best error:       732.40802 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 207.5982666016s, input_fired_time: 2.4831378460, output_fired_time: 2.4900107384, propagate_forward_time: 77.2428817749, propagate_backward_time: 121.4348144531, weight_update_time: 0.2860879302, other_time: 3.9474258423
epoch time: 16.1687698364s, input_fired_time: 0.3098760843, output_fired_time: 0.0000000000, propagate_forward_time: 15.1629343033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6959590912
validation[          , genome  6969] predictions:    9753/  10000 (97.53%), best:    9772/10000 (97.72%), error:       794.45361, best error:       732.40802 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 207.4863433838s, input_fired_time: 2.4803636074, output_fired_time: 2.5101165771, propagate_forward_time: 77.1038360596, propagate_backward_time: 121.4200973511, weight_update_time: 0.2895750403, other_time: 3.9719314575
epoch time: 16.0910034180s, input_fired_time: 0.3047844470, output_fired_time: 0.0000000000, propagate_forward_time: 15.0967016220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6895170212
validation[          , genome  6969] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       747.74445, best error:       732.40802 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 207.3263549805s, input_fired_time: 2.4729328156, output_fired_time: 2.4911026955, propagate_forward_time: 77.1515731812, propagate_backward_time: 121.2719421387, weight_update_time: 0.2858693004, other_time: 3.9388046265
epoch time: 16.5099029541s, input_fired_time: 0.3132299483, output_fired_time: 0.0000000000, propagate_forward_time: 15.4995737076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6970987320
validation[          , genome  6969] predictions:    9677/  10000 (96.77%), best:    9772/10000 (97.72%), error:      1051.22290, best error:       732.40802 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 205.9908599854s, input_fired_time: 2.4662148952, output_fired_time: 2.4779090881, propagate_forward_time: 76.6710510254, propagate_backward_time: 120.4446411133, weight_update_time: 0.2844691277, other_time: 3.9310455322
epoch time: 16.4063854218s, input_fired_time: 0.3101636469, output_fired_time: 0.0000000000, propagate_forward_time: 15.3925189972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7037029266
validation[          , genome  6969] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       715.65521, best error:       715.65521 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 206.9072570801s, input_fired_time: 2.4806058407, output_fired_time: 2.4976506233, propagate_forward_time: 77.1777343750, propagate_backward_time: 120.7969589233, weight_update_time: 0.2896244824, other_time: 3.9543075562
epoch time: 15.8391685486s, input_fired_time: 0.3028390110, output_fired_time: 0.0000000000, propagate_forward_time: 14.8515310287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6847982407
validation[          , genome  6969] predictions:    9689/  10000 (96.89%), best:    9784/10000 (97.84%), error:       966.96283, best error:       715.65521 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 205.8831024170s, input_fired_time: 2.4684205055, output_fired_time: 2.4758470058, propagate_forward_time: 76.4823913574, propagate_backward_time: 120.5287094116, weight_update_time: 0.2823265791, other_time: 3.9277420044
epoch time: 16.4804382324s, input_fired_time: 0.3105572164, output_fired_time: 0.0000000000, propagate_forward_time: 15.4643049240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7055768967
validation[          , genome  6969] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       677.63568, best error:       677.63568 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 206.3312683105s, input_fired_time: 2.4710032940, output_fired_time: 2.4738464355, propagate_forward_time: 76.9503784180, propagate_backward_time: 120.5098114014, weight_update_time: 0.2836824656, other_time: 3.9262237549
epoch time: 16.6718864441s, input_fired_time: 0.3133795857, output_fired_time: 0.0000000000, propagate_forward_time: 15.6538743973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7046327591
validation[          , genome  6969] predictions:    9776/  10000 (97.76%), best:    9793/10000 (97.93%), error:       697.15741, best error:       677.63568 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 208.5382232666s, input_fired_time: 2.4924569130, output_fired_time: 2.5160799026, propagate_forward_time: 77.5224075317, propagate_backward_time: 122.0601730347, weight_update_time: 0.2892804742, other_time: 3.9470977783
epoch time: 16.3703060150s, input_fired_time: 0.3116452396, output_fired_time: 0.0000000000, propagate_forward_time: 15.3654165268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6932439804
validation[          , genome  6969] predictions:    9781/  10000 (97.81%), best:    9793/10000 (97.93%), error:       701.72052, best error:       677.63568 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 208.6972503662s, input_fired_time: 2.4802470207, output_fired_time: 2.4910693169, propagate_forward_time: 77.6737670898, propagate_backward_time: 122.1237030029, weight_update_time: 0.2872774601, other_time: 3.9284667969
epoch time: 16.4529743195s, input_fired_time: 0.3140007257, output_fired_time: 0.0000000000, propagate_forward_time: 15.4351615906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7038116455
validation[          , genome  6969] predictions:    9785/  10000 (97.85%), best:    9793/10000 (97.93%), error:       684.48944, best error:       677.63568 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 206.8574371338s, input_fired_time: 2.4699046612, output_fired_time: 2.4820418358, propagate_forward_time: 76.8199691772, propagate_backward_time: 121.1287002563, weight_update_time: 0.2847365439, other_time: 3.9568176270
epoch time: 16.3774166107s, input_fired_time: 0.3113006651, output_fired_time: 0.0000000000, propagate_forward_time: 15.3548650742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7112512589
validation[          , genome  6969] predictions:    9765/  10000 (97.65%), best:    9793/10000 (97.93%), error:       770.02802, best error:       677.63568 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 208.3507995605s, input_fired_time: 2.4943177700, output_fired_time: 2.5122480392, propagate_forward_time: 77.5652923584, propagate_backward_time: 121.8323287964, weight_update_time: 0.2881521583, other_time: 3.9466018677
epoch time: 16.0660305023s, input_fired_time: 0.3067357540, output_fired_time: 0.0000000000, propagate_forward_time: 15.0637502670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6955442429
validation[          , genome  6969] predictions:    9783/  10000 (97.83%), best:    9793/10000 (97.93%), error:       726.69647, best error:       677.63568 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 207.1279144287s, input_fired_time: 2.4744346142, output_fired_time: 2.4868347645, propagate_forward_time: 76.7875747681, propagate_backward_time: 121.4476776123, weight_update_time: 0.2848452032, other_time: 3.9313888550
epoch time: 16.1572151184s, input_fired_time: 0.3099834025, output_fired_time: 0.0000000000, propagate_forward_time: 15.1392526627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7079792023
validation[          , genome  6969] predictions:    9789/  10000 (97.89%), best:    9793/10000 (97.93%), error:       690.66534, best error:       677.63568 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 206.8048248291s, input_fired_time: 2.4890758991, output_fired_time: 2.4959089756, propagate_forward_time: 76.7781295776, propagate_backward_time: 121.0851135254, weight_update_time: 0.2869907916, other_time: 3.9565963745
epoch time: 16.3943099976s, input_fired_time: 0.3121802807, output_fired_time: 0.0000000000, propagate_forward_time: 15.3813838959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7007465363
validation[          , genome  6969] predictions:    9774/  10000 (97.74%), best:    9793/10000 (97.93%), error:       737.21820, best error:       677.63568 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 206.3686065674s, input_fired_time: 2.4712023735, output_fired_time: 2.4805393219, propagate_forward_time: 76.5459136963, propagate_backward_time: 120.9262084961, weight_update_time: 0.2881950140, other_time: 3.9447326660
epoch time: 16.5431823730s, input_fired_time: 0.3133844733, output_fired_time: 0.0000000000, propagate_forward_time: 15.5406494141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6891479492
validation[          , genome  6969] predictions:    9777/  10000 (97.77%), best:    9793/10000 (97.93%), error:       743.89911, best error:       677.63568 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 207.0175628662s, input_fired_time: 2.4778831005, output_fired_time: 2.4918277264, propagate_forward_time: 76.9323654175, propagate_backward_time: 121.1776733398, weight_update_time: 0.2867996693, other_time: 3.9378128052
epoch time: 16.1782436371s, input_fired_time: 0.3102789521, output_fired_time: 0.0000000000, propagate_forward_time: 15.1626729965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7052917480
validation[          , genome  6969] predictions:    9803/  10000 (98.03%), best:    9803/10000 (98.03%), error:       640.93030, best error:       640.93030 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 207.6317901611s, input_fired_time: 2.4943983555, output_fired_time: 2.4861743450, propagate_forward_time: 77.3126754761, propagate_backward_time: 121.4363403320, weight_update_time: 0.2862557769, other_time: 3.9021987915
epoch time: 16.5592365265s, input_fired_time: 0.3195117116, output_fired_time: 0.0000000000, propagate_forward_time: 15.5425090790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6972160339
validation[          , genome  6969] predictions:    9763/  10000 (97.63%), best:    9803/10000 (98.03%), error:       751.70740, best error:       640.93030 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 208.2083587646s, input_fired_time: 2.4796528816, output_fired_time: 2.4919550419, propagate_forward_time: 77.2815780640, propagate_backward_time: 122.0392913818, weight_update_time: 0.2889122665, other_time: 3.9158706665
epoch time: 16.3929214478s, input_fired_time: 0.3129762709, output_fired_time: 0.0000000000, propagate_forward_time: 15.3939113617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6860332489
validation[          , genome  6969] predictions:    9716/  10000 (97.16%), best:    9803/10000 (98.03%), error:       948.43018, best error:       640.93030 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 207.8995666504s, input_fired_time: 2.4938693047, output_fired_time: 2.5016183853, propagate_forward_time: 77.1505050659, propagate_backward_time: 121.8083724976, weight_update_time: 0.2862834036, other_time: 3.9452056885
epoch time: 16.5417671204s, input_fired_time: 0.3154474497, output_fired_time: 0.0000000000, propagate_forward_time: 15.5281820297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6981382370
validation[          , genome  6969] predictions:    9779/  10000 (97.79%), best:    9803/10000 (98.03%), error:       696.30688, best error:       640.93030 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 206.2563629150s, input_fired_time: 2.4820349216, output_fired_time: 2.4769330025, propagate_forward_time: 76.8042144775, propagate_backward_time: 120.5787734985, weight_update_time: 0.2806815505, other_time: 3.9144058228
epoch time: 16.9765911102s, input_fired_time: 0.3175803423, output_fired_time: 0.0000000000, propagate_forward_time: 15.9577255249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7012844086
validation[          , genome  6969] predictions:    9769/  10000 (97.69%), best:    9803/10000 (98.03%), error:       756.32532, best error:       640.93030 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 208.4983520508s, input_fired_time: 2.5003972054, output_fired_time: 2.4928252697, propagate_forward_time: 77.7393569946, propagate_backward_time: 121.8272857666, weight_update_time: 0.2869083881, other_time: 3.9384841919
epoch time: 16.7452831268s, input_fired_time: 0.3167082965, output_fired_time: 0.0000000000, propagate_forward_time: 15.7336921692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6948833466
validation[          , genome  6969] predictions:    9787/  10000 (97.87%), best:    9803/10000 (98.03%), error:       671.86438, best error:       640.93030 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 208.4220886230s, input_fired_time: 2.4944469929, output_fired_time: 2.4925582409, propagate_forward_time: 77.3390426636, propagate_backward_time: 122.1474533081, weight_update_time: 0.2869987488, other_time: 3.9485931396
epoch time: 16.2539806366s, input_fired_time: 0.3144128323, output_fired_time: 0.0000000000, propagate_forward_time: 15.2345523834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7050151825
validation[          , genome  6969] predictions:    9761/  10000 (97.61%), best:    9803/10000 (98.03%), error:       794.03973, best error:       640.93030 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 207.2597351074s, input_fired_time: 2.4839961529, output_fired_time: 2.4878172874, propagate_forward_time: 76.8713912964, propagate_backward_time: 121.4777297974, weight_update_time: 0.2873034775, other_time: 3.9387969971
epoch time: 16.3919544220s, input_fired_time: 0.3157671392, output_fired_time: 0.0000000000, propagate_forward_time: 15.3742723465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7019147873
validation[          , genome  6969] predictions:    9775/  10000 (97.75%), best:    9803/10000 (98.03%), error:       689.78809, best error:       640.93030 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 207.9824523926s, input_fired_time: 2.4937880039, output_fired_time: 2.4938359261, propagate_forward_time: 77.4451599121, propagate_backward_time: 121.6039276123, weight_update_time: 0.2864803672, other_time: 3.9457397461
epoch time: 16.1909065247s, input_fired_time: 0.3128137887, output_fired_time: 0.0000000000, propagate_forward_time: 15.1897344589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6883583069
validation[          , genome  6969] predictions:    9759/  10000 (97.59%), best:    9803/10000 (98.03%), error:       743.58307, best error:       640.93030 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 208.5457458496s, input_fired_time: 2.4979586601, output_fired_time: 2.5094406605, propagate_forward_time: 77.4843444824, propagate_backward_time: 122.1261367798, weight_update_time: 0.2864044607, other_time: 3.9278640747
epoch time: 16.7331905365s, input_fired_time: 0.3150250316, output_fired_time: 0.0000000000, propagate_forward_time: 15.7238874435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6942777634
validation[          , genome  6969] predictions:    9768/  10000 (97.68%), best:    9803/10000 (98.03%), error:       743.89594, best error:       640.93030 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 207.5749053955s, input_fired_time: 2.4847261906, output_fired_time: 2.4962642193, propagate_forward_time: 76.8420410156, propagate_backward_time: 121.8148880005, weight_update_time: 0.2878374159, other_time: 3.9369888306
epoch time: 16.2746124268s, input_fired_time: 0.3116781414, output_fired_time: 0.0000000000, propagate_forward_time: 15.2684488297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6944856644
validation[          , genome  6969] predictions:    9795/  10000 (97.95%), best:    9803/10000 (98.03%), error:       659.00226, best error:       640.93030 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 207.1450195313s, input_fired_time: 2.4850528240, output_fired_time: 2.4758284092, propagate_forward_time: 76.6452713013, propagate_backward_time: 121.6118774414, weight_update_time: 0.2853294611, other_time: 3.9269943237
epoch time: 16.6821136475s, input_fired_time: 0.3124359250, output_fired_time: 0.0000000000, propagate_forward_time: 15.6743097305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6953687668
validation[          , genome  6969] predictions:    9762/  10000 (97.62%), best:    9803/10000 (98.03%), error:       758.92267, best error:       640.93030 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 205.4162445068s, input_fired_time: 2.4742562771, output_fired_time: 2.4533302784, propagate_forward_time: 76.2092666626, propagate_backward_time: 120.3691787720, weight_update_time: 0.2805286348, other_time: 3.9102172852
epoch time: 16.5268459320s, input_fired_time: 0.3246142566, output_fired_time: 0.0000000000, propagate_forward_time: 15.5018987656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7003335953
validation[          , genome  6969] predictions:    9699/  10000 (96.99%), best:    9803/10000 (98.03%), error:       952.24896, best error:       640.93030 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 207.1586303711s, input_fired_time: 2.4871571064, output_fired_time: 2.4944348335, propagate_forward_time: 76.8729934692, propagate_backward_time: 121.4136199951, weight_update_time: 0.2818952799, other_time: 3.8904342651
epoch time: 16.3935451508s, input_fired_time: 0.3182227314, output_fired_time: 0.0000000000, propagate_forward_time: 15.3805179596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6948051453
validation[          , genome  6969] predictions:    9755/  10000 (97.55%), best:    9803/10000 (98.03%), error:       853.77075, best error:       640.93030 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 208.4397888184s, input_fired_time: 2.4933953285, output_fired_time: 2.5067865849, propagate_forward_time: 77.5399703979, propagate_backward_time: 121.9567031860, weight_update_time: 0.2866144776, other_time: 3.9429321289
epoch time: 16.7459392548s, input_fired_time: 0.3178479970, output_fired_time: 0.0000000000, propagate_forward_time: 15.7379636765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6901273727
validation[          , genome  6969] predictions:    9796/  10000 (97.96%), best:    9803/10000 (98.03%), error:       675.01733, best error:       640.93030 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 209.0686187744s, input_fired_time: 2.4930417538, output_fired_time: 2.5182631016, propagate_forward_time: 77.8161315918, propagate_backward_time: 122.3135604858, weight_update_time: 0.2865028381, other_time: 3.9276199341
epoch time: 16.7564353943s, input_fired_time: 0.3216159940, output_fired_time: 0.0000000000, propagate_forward_time: 15.7293195724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7055006027
validation[          , genome  6969] predictions:    9743/  10000 (97.43%), best:    9803/10000 (98.03%), error:       849.97473, best error:       640.93030 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 209.5085601807s, input_fired_time: 2.5129375458, output_fired_time: 2.5164542198, propagate_forward_time: 77.8074722290, propagate_backward_time: 122.7346954346, weight_update_time: 0.2864151001, other_time: 3.9370040894
epoch time: 16.4253444672s, input_fired_time: 0.3166477084, output_fired_time: 0.0000000000, propagate_forward_time: 15.4094953537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6992006302
validation[          , genome  6969] predictions:    9742/  10000 (97.42%), best:    9803/10000 (98.03%), error:       798.74573, best error:       640.93030 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 208.3034362793s, input_fired_time: 2.4934797287, output_fired_time: 2.4939293861, propagate_forward_time: 77.3385620117, propagate_backward_time: 122.0453186035, weight_update_time: 0.2865558863, other_time: 3.9321441650
epoch time: 16.6132793427s, input_fired_time: 0.3187756538, output_fired_time: 0.0000000000, propagate_forward_time: 15.6002635956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6942405701
validation[          , genome  6969] predictions:    9774/  10000 (97.74%), best:    9803/10000 (98.03%), error:       709.90808, best error:       640.93030 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 209.1837310791s, input_fired_time: 2.5115084648, output_fired_time: 2.5070681572, propagate_forward_time: 77.6524047852, propagate_backward_time: 122.5692367554, weight_update_time: 0.2887689471, other_time: 3.9435195923
epoch time: 16.1407203674s, input_fired_time: 0.3115161955, output_fired_time: 0.0000000000, propagate_forward_time: 15.1369428635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6922616959
validation[          , genome  6969] predictions:    9756/  10000 (97.56%), best:    9803/10000 (98.03%), error:       791.08075, best error:       640.93030 on epoch:    51, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 207.0446472168s, input_fired_time: 2.4901757240, output_fired_time: 2.4925193787, propagate_forward_time: 77.0370635986, propagate_backward_time: 121.1069564819, weight_update_time: 0.2832013071, other_time: 3.9179306030
epoch time: 16.3426647186s, input_fired_time: 0.3132340908, output_fired_time: 0.0000000000, propagate_forward_time: 15.3299264908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6995038986
validation[          , genome  6969] predictions:    9741/  10000 (97.41%), best:    9803/10000 (98.03%), error:       842.43268, best error:       640.93030 on epoch:    51, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 208.2371215820s, input_fired_time: 2.5058281422, output_fired_time: 2.4957938194, propagate_forward_time: 77.3136444092, propagate_backward_time: 121.9803237915, weight_update_time: 0.2883159816, other_time: 3.9415359497
epoch time: 16.5362491608s, input_fired_time: 0.3219734430, output_fired_time: 0.0000000000, propagate_forward_time: 15.5114316940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7028436661
validation[          , genome  6969] predictions:    9783/  10000 (97.83%), best:    9803/10000 (98.03%), error:       654.71661, best error:       640.93030 on epoch:    51, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 208.7190856934s, input_fired_time: 2.5064785480, output_fired_time: 2.4967129230, propagate_forward_time: 77.7088699341, propagate_backward_time: 122.0726165771, weight_update_time: 0.2913682759, other_time: 3.9343948364
epoch time: 15.9907665253s, input_fired_time: 0.3131994009, output_fired_time: 0.0000000000, propagate_forward_time: 14.9867506027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6908168793
validation[          , genome  6969] predictions:    9792/  10000 (97.92%), best:    9803/10000 (98.03%), error:       704.76398, best error:       640.93030 on epoch:    51, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 209.0175781250s, input_fired_time: 2.5054485798, output_fired_time: 2.5051467419, propagate_forward_time: 77.6375427246, propagate_backward_time: 122.4558486938, weight_update_time: 0.2870798111, other_time: 3.9135971069
epoch time: 16.1606140137s, input_fired_time: 0.3085979223, output_fired_time: 0.0000000000, propagate_forward_time: 15.1592702866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6927461624
validation[          , genome  6969] predictions:    9792/  10000 (97.92%), best:    9803/10000 (98.03%), error:       681.54773, best error:       640.93030 on epoch:    51, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 209.8582611084s, input_fired_time: 2.5060303211, output_fired_time: 2.5073113441, propagate_forward_time: 77.9374847412, propagate_backward_time: 122.9735031128, weight_update_time: 0.2868545651, other_time: 3.9339370728
epoch time: 16.7533454895s, input_fired_time: 0.3190388680, output_fired_time: 0.0000000000, propagate_forward_time: 15.7367305756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6975765228
validation[          , genome  6969] predictions:    9793/  10000 (97.93%), best:    9803/10000 (98.03%), error:       664.10931, best error:       640.93030 on epoch:    51, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 208.0813598633s, input_fired_time: 2.5011155605, output_fired_time: 2.4873747826, propagate_forward_time: 77.2771682739, propagate_backward_time: 121.8790893555, weight_update_time: 0.2879526913, other_time: 3.9366073608
epoch time: 16.4475040436s, input_fired_time: 0.3186844885, output_fired_time: 0.0000000000, propagate_forward_time: 15.4320850372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6967353821
validation[          , genome  6969] predictions:    9773/  10000 (97.73%), best:    9803/10000 (98.03%), error:       714.52515, best error:       640.93030 on epoch:    51, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 208.5879669189s, input_fired_time: 2.5065183640, output_fired_time: 2.4917860031, propagate_forward_time: 77.6257705688, propagate_backward_time: 122.0426483154, weight_update_time: 0.2865011394, other_time: 3.9212417603
epoch time: 16.3569374084s, input_fired_time: 0.3174966872, output_fired_time: 0.0000000000, propagate_forward_time: 15.3360061646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7034339905
validation[          , genome  6969] predictions:    9710/  10000 (97.10%), best:    9803/10000 (98.03%), error:       880.51282, best error:       640.93030 on epoch:    51, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 207.5248565674s, input_fired_time: 2.4940779209, output_fired_time: 2.4882006645, propagate_forward_time: 77.0457534790, propagate_backward_time: 121.5861206055, weight_update_time: 0.2853044868, other_time: 3.9106979370
epoch time: 16.6851234436s, input_fired_time: 0.3229786456, output_fired_time: 0.0000000000, propagate_forward_time: 15.6745586395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6875858307
validation[          , genome  6969] predictions:    9778/  10000 (97.78%), best:    9803/10000 (98.03%), error:       760.71045, best error:       640.93030 on epoch:    51, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 209.1542053223s, input_fired_time: 2.5112717152, output_fired_time: 2.5036416054, propagate_forward_time: 77.5412521362, propagate_backward_time: 122.6716766357, weight_update_time: 0.2888270915, other_time: 3.9263534546
epoch time: 16.6122131348s, input_fired_time: 0.3198041022, output_fired_time: 0.0000000000, propagate_forward_time: 15.5955686569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6968412399
validation[          , genome  6969] predictions:    9802/  10000 (98.02%), best:    9803/10000 (98.03%), error:       647.56757, best error:       640.93030 on epoch:    51, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 210.5157775879s, input_fired_time: 2.5189769268, output_fired_time: 2.5177652836, propagate_forward_time: 77.9903564453, propagate_backward_time: 123.5460205078, weight_update_time: 0.2896684706, other_time: 3.9426574707
epoch time: 16.7571678162s, input_fired_time: 0.3215430081, output_fired_time: 0.0000000000, propagate_forward_time: 15.7416553497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6939697266
validation[          , genome  6969] predictions:    9810/  10000 (98.10%), best:    9810/10000 (98.10%), error:       627.83478, best error:       627.83478 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 209.2041473389s, input_fired_time: 2.5038859844, output_fired_time: 2.4994235039, propagate_forward_time: 77.4901962280, propagate_backward_time: 122.7766494751, weight_update_time: 0.2896908522, other_time: 3.9339904785
epoch time: 16.2251434326s, input_fired_time: 0.3158414364, output_fired_time: 0.0000000000, propagate_forward_time: 15.2197427750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6895589828
validation[          , genome  6969] predictions:    9810/  10000 (98.10%), best:    9810/10000 (98.10%), error:       624.81189, best error:       624.81189 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 208.8461151123s, input_fired_time: 2.5172557831, output_fired_time: 2.4953796864, propagate_forward_time: 77.5047836304, propagate_backward_time: 122.4087753296, weight_update_time: 0.2879688442, other_time: 3.9199218750
epoch time: 16.6000823975s, input_fired_time: 0.3218002915, output_fired_time: 0.0000000000, propagate_forward_time: 15.5845680237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6937141418
validation[          , genome  6969] predictions:    9794/  10000 (97.94%), best:    9810/10000 (98.10%), error:       696.88434, best error:       624.81189 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 209.4776000977s, input_fired_time: 2.5201704502, output_fired_time: 2.5048756599, propagate_forward_time: 77.7732009888, propagate_backward_time: 122.7478256226, weight_update_time: 0.2872774005, other_time: 3.9315185547
epoch time: 16.4867668152s, input_fired_time: 0.3202118576, output_fired_time: 0.0000000000, propagate_forward_time: 15.4704017639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6961536407
validation[          , genome  6969] predictions:    9745/  10000 (97.45%), best:    9810/10000 (98.10%), error:       803.56030, best error:       624.81189 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 206.9432067871s, input_fired_time: 2.4873340130, output_fired_time: 2.4797980785, propagate_forward_time: 76.7483062744, propagate_backward_time: 121.3119583130, weight_update_time: 0.2871790230, other_time: 3.9158096313
epoch time: 16.7582454681s, input_fired_time: 0.3209806681, output_fired_time: 0.0000000000, propagate_forward_time: 15.7387409210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6985244751
validation[          , genome  6969] predictions:    9778/  10000 (97.78%), best:    9810/10000 (98.10%), error:       671.58899, best error:       624.81189 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 209.0446777344s, input_fired_time: 2.5212399960, output_fired_time: 2.5030939579, propagate_forward_time: 77.6628417969, propagate_backward_time: 122.4320602417, weight_update_time: 0.2870227695, other_time: 3.9254379272
epoch time: 16.5910758972s, input_fired_time: 0.3237167597, output_fired_time: 0.0000000000, propagate_forward_time: 15.5643205643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7030382156
validation[          , genome  6969] predictions:    9776/  10000 (97.76%), best:    9810/10000 (98.10%), error:       719.02252, best error:       624.81189 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 208.2348632813s, input_fired_time: 2.5111122131, output_fired_time: 2.4934229851, propagate_forward_time: 77.2056274414, propagate_backward_time: 122.0800933838, weight_update_time: 0.2894249558, other_time: 3.9446105957
epoch time: 16.5981769562s, input_fired_time: 0.3208422065, output_fired_time: 0.0000000000, propagate_forward_time: 15.5832490921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6940851212
validation[          , genome  6969] predictions:    9743/  10000 (97.43%), best:    9810/10000 (98.10%), error:       827.37164, best error:       624.81189 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 206.8813781738s, input_fired_time: 2.5053520203, output_fired_time: 2.4789402485, propagate_forward_time: 76.7285079956, propagate_backward_time: 121.2369308472, weight_update_time: 0.2846253216, other_time: 3.9316406250
epoch time: 16.6171798706s, input_fired_time: 0.3241579533, output_fired_time: 0.0000000000, propagate_forward_time: 15.5941390991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6988830566
validation[          , genome  6969] predictions:    9801/  10000 (98.01%), best:    9810/10000 (98.10%), error:       668.81042, best error:       624.81189 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 208.8263549805s, input_fired_time: 2.5115511417, output_fired_time: 2.5052268505, propagate_forward_time: 77.3570098877, propagate_backward_time: 122.5292129517, weight_update_time: 0.2855861187, other_time: 3.9233474731
epoch time: 16.5927772522s, input_fired_time: 0.3197991848, output_fired_time: 0.0000000000, propagate_forward_time: 15.5667934418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7061843872
validation[          , genome  6969] predictions:    9762/  10000 (97.62%), best:    9810/10000 (98.10%), error:       732.69537, best error:       624.81189 on epoch:    80, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 208.5926666260s, input_fired_time: 2.5124166012, output_fired_time: 2.4967489243, propagate_forward_time: 77.4623870850, propagate_backward_time: 122.2064437866, weight_update_time: 0.2865599990, other_time: 3.9146652222
epoch time: 16.4755611420s, input_fired_time: 0.3191056550, output_fired_time: 0.0000000000, propagate_forward_time: 15.4533529282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7031030655
validation[          , genome  6969] predictions:    9781/  10000 (97.81%), best:    9810/10000 (98.10%), error:       756.12469, best error:       624.81189 on epoch:    80, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 209.6354217529s, input_fired_time: 2.5229454041, output_fired_time: 2.5076799393, propagate_forward_time: 77.7280960083, propagate_backward_time: 122.9450912476, weight_update_time: 0.2879304588, other_time: 3.9316101074
epoch time: 16.6959342957s, input_fired_time: 0.3185120821, output_fired_time: 0.0000000000, propagate_forward_time: 15.6809597015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6964626312
validation[          , genome  6969] predictions:    9773/  10000 (97.73%), best:    9810/10000 (98.10%), error:       682.40259, best error:       624.81189 on epoch:    80, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 207.9870758057s, input_fired_time: 2.5034637451, output_fired_time: 2.4950182438, propagate_forward_time: 76.9723892212, propagate_backward_time: 122.0813446045, weight_update_time: 0.2864229679, other_time: 3.9348526001
epoch time: 16.4118461609s, input_fired_time: 0.3160263300, output_fired_time: 0.0000000000, propagate_forward_time: 15.4053649902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6904544830
validation[          , genome  6969] predictions:    9805/  10000 (98.05%), best:    9810/10000 (98.10%), error:       656.04993, best error:       624.81189 on epoch:    80, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 207.5636901855s, input_fired_time: 2.5180184841, output_fired_time: 2.4818468094, propagate_forward_time: 77.1913375854, propagate_backward_time: 121.4680709839, weight_update_time: 0.2887999117, other_time: 3.9044189453
epoch time: 16.4523563385s, input_fired_time: 0.3173884749, output_fired_time: 0.0000000000, propagate_forward_time: 15.4387283325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6962394714
validation[          , genome  6969] predictions:    9777/  10000 (97.77%), best:    9810/10000 (98.10%), error:       683.76807, best error:       624.81189 on epoch:    80, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 205.6722717285s, input_fired_time: 2.4980134964, output_fired_time: 2.4619362354, propagate_forward_time: 76.2940139771, propagate_backward_time: 120.5162506104, weight_update_time: 0.2837815881, other_time: 3.9020614624
epoch time: 16.3643112183s, input_fired_time: 0.3212482333, output_fired_time: 0.0000000000, propagate_forward_time: 15.3413639069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7016983032
validation[          , genome  6969] predictions:    9792/  10000 (97.92%), best:    9810/10000 (98.10%), error:       685.32495, best error:       624.81189 on epoch:    80, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 210.2006225586s, input_fired_time: 2.5259525776, output_fired_time: 2.5196170807, propagate_forward_time: 78.1053848267, propagate_backward_time: 123.1072006226, weight_update_time: 0.2916540504, other_time: 3.9424591064
epoch time: 15.8124618530s, input_fired_time: 0.3078558743, output_fired_time: 0.0000000000, propagate_forward_time: 14.8330831528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6715230942
validation[          , genome  6969] predictions:    9762/  10000 (97.62%), best:    9810/10000 (98.10%), error:       745.47650, best error:       624.81189 on epoch:    80, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 208.2633666992s, input_fired_time: 2.5272002220, output_fired_time: 2.5082297325, propagate_forward_time: 77.1410064697, propagate_backward_time: 122.1555099487, weight_update_time: 0.2864528894, other_time: 3.9314193726
epoch time: 16.4662704468s, input_fired_time: 0.3218265176, output_fired_time: 0.0000000000, propagate_forward_time: 15.4463281631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6981153488
validation[          , genome  6969] predictions:    9768/  10000 (97.68%), best:    9810/10000 (98.10%), error:       719.09583, best error:       624.81189 on epoch:    80, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 208.9924163818s, input_fired_time: 2.5301351547, output_fired_time: 2.4912114143, propagate_forward_time: 77.5576858521, propagate_backward_time: 122.4746093750, weight_update_time: 0.2922804058, other_time: 3.9387741089
epoch time: 16.5326099396s, input_fired_time: 0.3233806789, output_fired_time: 0.0000000000, propagate_forward_time: 15.5189294815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6902990341
validation[          , genome  6969] predictions:    9764/  10000 (97.64%), best:    9810/10000 (98.10%), error:       800.81476, best error:       624.81189 on epoch:    80, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 208.8701019287s, input_fired_time: 2.5307171345, output_fired_time: 2.5066440105, propagate_forward_time: 77.6011657715, propagate_backward_time: 122.2856369019, weight_update_time: 0.2895278037, other_time: 3.9459457397
epoch time: 16.3371791840s, input_fired_time: 0.3191870451, output_fired_time: 0.0000000000, propagate_forward_time: 15.3154888153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7025032043
validation[          , genome  6969] predictions:    9729/  10000 (97.29%), best:    9810/10000 (98.10%), error:       809.54944, best error:       624.81189 on epoch:    80, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 209.1861877441s, input_fired_time: 2.5315096378, output_fired_time: 2.4995687008, propagate_forward_time: 77.5727005005, propagate_backward_time: 122.6406478882, weight_update_time: 0.2883871794, other_time: 3.9417572021
epoch time: 16.4549713135s, input_fired_time: 0.3212433457, output_fired_time: 0.0000000000, propagate_forward_time: 15.4335556030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7001724243
validation[          , genome  6969] predictions:    9778/  10000 (97.78%), best:    9810/10000 (98.10%), error:       720.00104, best error:       624.81189 on epoch:    80, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 208.6255035400s, input_fired_time: 2.5211372375, output_fired_time: 2.4896800518, propagate_forward_time: 77.3269577026, propagate_backward_time: 122.3509368896, weight_update_time: 0.2903773189, other_time: 3.9367904663
epoch time: 16.2200660706s, input_fired_time: 0.3197733760, output_fired_time: 0.0000000000, propagate_forward_time: 15.1982526779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7020397186
validation[          , genome  6969] predictions:    9765/  10000 (97.65%), best:    9810/10000 (98.10%), error:       758.69684, best error:       624.81189 on epoch:    80, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 208.5669555664s, input_fired_time: 2.5207469463, output_fired_time: 2.4872386456, propagate_forward_time: 77.3693542480, propagate_backward_time: 122.2588653564, weight_update_time: 0.2887750566, other_time: 3.9307403564
epoch time: 16.7072448730s, input_fired_time: 0.3204357922, output_fired_time: 0.0000000000, propagate_forward_time: 15.6853151321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7014932632
validation[          , genome  6969] predictions:    9788/  10000 (97.88%), best:    9810/10000 (98.10%), error:       685.24445, best error:       624.81189 on epoch:    80, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 207.8087158203s, input_fired_time: 2.5195546150, output_fired_time: 2.4819455147, propagate_forward_time: 77.1144256592, propagate_backward_time: 121.7567062378, weight_update_time: 0.2880837321, other_time: 3.9360733032
epoch time: 15.3590145111s, input_fired_time: 0.3059905469, output_fired_time: 0.0000000000, propagate_forward_time: 14.3782463074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6747779846
validation[          , genome  6969] predictions:    9787/  10000 (97.87%), best:    9810/10000 (98.10%), error:       705.34113, best error:       624.81189 on epoch:    80, 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: 82.8622055054s, input_fired_time: 1.6141641140, output_fired_time: 0.0000000000, propagate_forward_time: 77.6786880493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5693511963
best training[          , genome  6969] predictions:   49858/  50000 (99.72%), best:    9810/10000 (98.10%), error:       736.70300, best error:       624.81189 on epoch:    80, 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: 16.6793270111s, input_fired_time: 0.3225134313, output_fired_time: 0.0000000000, propagate_forward_time: 15.6560955048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7007179260
   testing[          , genome  6969] predictions:    9822/  10000 (98.22%), best:    9810/10000 (98.10%), error:       558.07404, best error:       624.81189 on epoch:    80, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:44:34 (3624): called boinc_finish(0)

</stderr_txt>
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