Nameexact_genome_1512568488_44_4547_2
Workunit2594075
Created7 Dec 2017, 12:14:12 UTC
Sent7 Dec 2017, 12:19:38 UTC
Report deadline11 Dec 2017, 9:13:20 UTC
Received7 Dec 2017, 14:20:14 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time2 hours 0 min 15 sec
CPU time1 hours 59 min 56 sec
Validate stateValid
Credit967.66
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.35 MB
Peak swap size157.15 MB
Peak disk usage1.67 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0786836818, output_fired_time: 0.0000000000, propagate_forward_time: 4.9498510361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4181938171
validation[          , genome  4547] predictions:    9557/  10000 (95.57%), best:    9595/10000 (95.95%), error:      1554.96716, best error:      1384.10901 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 65.6462249756s, input_fired_time: 0.6332926750, output_fired_time: 0.5947642326, propagate_forward_time: 24.5497703552, propagate_backward_time: 37.4967384338, weight_update_time: 0.1185470074, other_time: 2.3716583252
epoch time: 5.4240293503s, input_fired_time: 0.0789371058, output_fired_time: 0.0000000000, propagate_forward_time: 4.9205069542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4245853424
validation[          , genome  4547] predictions:    9583/  10000 (95.83%), best:    9595/10000 (95.95%), error:      1389.99329, best error:      1384.10901 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 65.4311294556s, input_fired_time: 0.6295203567, output_fired_time: 0.5956422091, propagate_forward_time: 24.4747600555, propagate_backward_time: 37.3888931274, weight_update_time: 0.1183831766, other_time: 2.3423156738
epoch time: 5.4506206512s, input_fired_time: 0.0786278471, output_fired_time: 0.0000000000, propagate_forward_time: 4.9504418373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215507507
validation[          , genome  4547] predictions:    9582/  10000 (95.82%), best:    9582/10000 (95.82%), error:      1378.47717, best error:      1378.47717 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 65.0414810181s, input_fired_time: 0.6294911504, output_fired_time: 0.5894377232, propagate_forward_time: 24.3616161346, propagate_backward_time: 37.1153221130, weight_update_time: 0.1176883653, other_time: 2.3456077576
epoch time: 5.4233889580s, input_fired_time: 0.0780144855, output_fired_time: 0.0000000000, propagate_forward_time: 4.9274291992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4179453850
validation[          , genome  4547] predictions:    9606/  10000 (96.06%), best:    9606/10000 (96.06%), error:      1358.25806, best error:      1358.25806 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 65.3711242676s, input_fired_time: 0.6336547136, output_fired_time: 0.5930398107, propagate_forward_time: 24.4611701965, propagate_backward_time: 37.3222923279, weight_update_time: 0.1185608208, other_time: 2.3609695435
epoch time: 5.4119758606s, input_fired_time: 0.0773657858, output_fired_time: 0.0000000000, propagate_forward_time: 4.9199266434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4146833420
validation[          , genome  4547] predictions:    9189/  10000 (91.89%), best:    9606/10000 (96.06%), error:      2510.90942, best error:      1358.25806 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 65.6244277954s, input_fired_time: 0.6326301694, output_fired_time: 0.5965046883, propagate_forward_time: 24.5862903595, propagate_backward_time: 37.4644584656, weight_update_time: 0.1186120063, other_time: 2.3445472717
epoch time: 5.4675583839s, input_fired_time: 0.0794455111, output_fired_time: 0.0000000000, propagate_forward_time: 4.9573020935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4308109283
validation[          , genome  4547] predictions:    9546/  10000 (95.46%), best:    9606/10000 (96.06%), error:      1491.88477, best error:      1358.25806 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 65.4438705444s, input_fired_time: 0.6321292520, output_fired_time: 0.5961202383, propagate_forward_time: 24.4556350708, propagate_backward_time: 37.4048652649, weight_update_time: 0.1183381081, other_time: 2.3551216125
epoch time: 5.4542183876s, input_fired_time: 0.0796380192, output_fired_time: 0.0000000000, propagate_forward_time: 4.9466743469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4279060364
validation[          , genome  4547] predictions:    9601/  10000 (96.01%), best:    9606/10000 (96.06%), error:      1369.60669, best error:      1358.25806 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 65.8339233398s, input_fired_time: 0.6364407539, output_fired_time: 0.5968073606, propagate_forward_time: 24.6237602234, propagate_backward_time: 37.6067008972, weight_update_time: 0.1193800122, other_time: 2.3702087402
epoch time: 5.4027185440s, input_fired_time: 0.0792571083, output_fired_time: 0.0000000000, propagate_forward_time: 4.9010648727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4223966599
validation[          , genome  4547] predictions:    9576/  10000 (95.76%), best:    9606/10000 (96.06%), error:      1422.51514, best error:      1358.25806 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 65.7039337158s, input_fired_time: 0.6354888082, output_fired_time: 0.5954493284, propagate_forward_time: 24.6221904755, propagate_backward_time: 37.5009765625, weight_update_time: 0.1191552356, other_time: 2.3498229980
epoch time: 5.4320726395s, input_fired_time: 0.0784184635, output_fired_time: 0.0000000000, propagate_forward_time: 4.9364519119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4172024727
validation[          , genome  4547] predictions:    9539/  10000 (95.39%), best:    9606/10000 (96.06%), error:      1535.51965, best error:      1358.25806 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 65.2632369995s, input_fired_time: 0.6349195242, output_fired_time: 0.5922470689, propagate_forward_time: 24.4059410095, propagate_backward_time: 37.2690620422, weight_update_time: 0.1182285622, other_time: 2.3610687256
epoch time: 5.4690179825s, input_fired_time: 0.0792171508, output_fired_time: 0.0000000000, propagate_forward_time: 4.9705610275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4192399979
validation[          , genome  4547] predictions:    9594/  10000 (95.94%), best:    9606/10000 (96.06%), error:      1360.28394, best error:      1358.25806 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 65.1771850586s, input_fired_time: 0.6346560121, output_fired_time: 0.5911020041, propagate_forward_time: 24.4122333527, propagate_backward_time: 37.1776657104, weight_update_time: 0.1180462688, other_time: 2.3615264893
epoch time: 5.3446679115s, input_fired_time: 0.0791321695, output_fired_time: 0.0000000000, propagate_forward_time: 4.8390727043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4264631271
validation[          , genome  4547] predictions:    9491/  10000 (94.91%), best:    9606/10000 (96.06%), error:      1641.97986, best error:      1358.25806 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 65.5338973999s, input_fired_time: 0.6363411546, output_fired_time: 0.5955380797, propagate_forward_time: 24.5256252289, propagate_backward_time: 37.4156990051, weight_update_time: 0.1184451133, other_time: 2.3606910706
epoch time: 5.4439253807s, input_fired_time: 0.0793789625, output_fired_time: 0.0000000000, propagate_forward_time: 4.9382596016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4262866974
validation[          , genome  4547] predictions:    9603/  10000 (96.03%), best:    9603/10000 (96.03%), error:      1322.17090, best error:      1322.17090 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 65.6688461304s, input_fired_time: 0.6360372901, output_fired_time: 0.5952763557, propagate_forward_time: 24.5644950867, propagate_backward_time: 37.5294075012, weight_update_time: 0.1184133515, other_time: 2.3436279297
epoch time: 5.2831449509s, input_fired_time: 0.0778414160, output_fired_time: 0.0000000000, propagate_forward_time: 4.7871809006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4181227684
validation[          , genome  4547] predictions:    9584/  10000 (95.84%), best:    9603/10000 (96.03%), error:      1361.92554, best error:      1322.17090 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 65.1316070557s, input_fired_time: 0.6354255676, output_fired_time: 0.5930897593, propagate_forward_time: 24.2950534821, propagate_backward_time: 37.2428436279, weight_update_time: 0.1184369400, other_time: 2.3651962280
epoch time: 5.1307549477s, input_fired_time: 0.0763053969, output_fired_time: 0.0000000000, propagate_forward_time: 4.6376557350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4167938232
validation[          , genome  4547] predictions:    9604/  10000 (96.04%), best:    9603/10000 (96.03%), error:      1349.05298, best error:      1322.17090 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 64.9595870972s, input_fired_time: 0.6361021399, output_fired_time: 0.5905233622, propagate_forward_time: 24.3417587280, propagate_backward_time: 37.0295448303, weight_update_time: 0.1179756597, other_time: 2.3616600037
epoch time: 5.4144420624s, input_fired_time: 0.0793743730, output_fired_time: 0.0000000000, propagate_forward_time: 4.9215440750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4135236740
validation[          , genome  4547] predictions:    9577/  10000 (95.77%), best:    9603/10000 (96.03%), error:      1415.43054, best error:      1322.17090 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 65.5580139160s, input_fired_time: 0.6380874515, output_fired_time: 0.5965580344, propagate_forward_time: 24.5766353607, propagate_backward_time: 37.4020309448, weight_update_time: 0.1183662862, other_time: 2.3447036743
epoch time: 5.3288998604s, input_fired_time: 0.0785367116, output_fired_time: 0.0000000000, propagate_forward_time: 4.8319802284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4183831215
validation[          , genome  4547] predictions:    9590/  10000 (95.90%), best:    9603/10000 (96.03%), error:      1380.23462, best error:      1322.17090 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 65.5229797363s, input_fired_time: 0.6361501217, output_fired_time: 0.5992722511, propagate_forward_time: 24.5278968811, propagate_backward_time: 37.4073371887, weight_update_time: 0.1183206961, other_time: 2.3523254395
epoch time: 5.2583966255s, input_fired_time: 0.0781332701, output_fired_time: 0.0000000000, propagate_forward_time: 4.7700009346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4102625847
validation[          , genome  4547] predictions:    9602/  10000 (96.02%), best:    9603/10000 (96.03%), error:      1352.33826, best error:      1322.17090 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 65.6922912598s, input_fired_time: 0.6391045451, output_fired_time: 0.5973581076, propagate_forward_time: 24.6056976318, propagate_backward_time: 37.5046997070, weight_update_time: 0.1183294132, other_time: 2.3454284668
epoch time: 5.2093949318s, input_fired_time: 0.0770585686, output_fired_time: 0.0000000000, propagate_forward_time: 4.7183899879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4139461517
validation[          , genome  4547] predictions:    9565/  10000 (95.65%), best:    9603/10000 (96.03%), error:      1377.35034, best error:      1322.17090 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 65.7827682495s, input_fired_time: 0.6398957968, output_fired_time: 0.5977038741, propagate_forward_time: 24.5996150970, propagate_backward_time: 37.5933303833, weight_update_time: 0.1187953353, other_time: 2.3522262573
epoch time: 5.3666768074s, input_fired_time: 0.0788505524, output_fired_time: 0.0000000000, propagate_forward_time: 4.8661894798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4216365814
validation[          , genome  4547] predictions:    9607/  10000 (96.07%), best:    9603/10000 (96.03%), error:      1343.12476, best error:      1322.17090 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 65.3782348633s, input_fired_time: 0.6371773481, output_fired_time: 0.5958659053, propagate_forward_time: 24.4817295074, propagate_backward_time: 37.3287429810, weight_update_time: 0.1179428324, other_time: 2.3347244263
epoch time: 5.3785223961s, input_fired_time: 0.0795658305, output_fired_time: 0.0000000000, propagate_forward_time: 4.8830213547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4159350395
validation[          , genome  4547] predictions:    9535/  10000 (95.35%), best:    9603/10000 (96.03%), error:      1557.95105, best error:      1322.17090 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 65.5137481689s, input_fired_time: 0.6390100121, output_fired_time: 0.5925434232, propagate_forward_time: 24.5032520294, propagate_backward_time: 37.4130096436, weight_update_time: 0.1189371124, other_time: 2.3659362793
epoch time: 5.4470238686s, input_fired_time: 0.0800962672, output_fired_time: 0.0000000000, propagate_forward_time: 4.9404768944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4264507294
validation[          , genome  4547] predictions:    9631/  10000 (96.31%), best:    9631/10000 (96.31%), error:      1257.41870, best error:      1257.41870 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 65.4877853394s, input_fired_time: 0.6390005946, output_fired_time: 0.5943821073, propagate_forward_time: 24.4493465424, propagate_backward_time: 37.4448509216, weight_update_time: 0.1183723882, other_time: 2.3602027893
epoch time: 5.4240832329s, input_fired_time: 0.0795345977, output_fired_time: 0.0000000000, propagate_forward_time: 4.9230537415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4214949608
validation[          , genome  4547] predictions:    9568/  10000 (95.68%), best:    9631/10000 (96.31%), error:      1442.19934, best error:      1257.41870 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 65.2906570435s, input_fired_time: 0.6368830204, output_fired_time: 0.5945205092, propagate_forward_time: 24.4276638031, propagate_backward_time: 37.2847366333, weight_update_time: 0.1181066930, other_time: 2.3468475342
epoch time: 5.4450292587s, input_fired_time: 0.0805626959, output_fired_time: 0.0000000000, propagate_forward_time: 4.9371266365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4273400307
validation[          , genome  4547] predictions:    9654/  10000 (96.54%), best:    9654/10000 (96.54%), error:      1219.19666, best error:      1219.19666 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 65.4888916016s, input_fired_time: 0.6399175525, output_fired_time: 0.5938946605, propagate_forward_time: 24.4795856476, propagate_backward_time: 37.4141960144, weight_update_time: 0.1187133715, other_time: 2.3613014221
epoch time: 5.3853302002s, input_fired_time: 0.0799027458, output_fired_time: 0.0000000000, propagate_forward_time: 4.8819355965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4234919548
validation[          , genome  4547] predictions:    9587/  10000 (95.87%), best:    9654/10000 (96.54%), error:      1422.11365, best error:      1219.19666 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 65.6694946289s, input_fired_time: 0.6408993006, output_fired_time: 0.5965920091, propagate_forward_time: 24.5261592865, propagate_backward_time: 37.5323829651, weight_update_time: 0.1189566031, other_time: 2.3734550476
epoch time: 5.4079775810s, input_fired_time: 0.0795776024, output_fired_time: 0.0000000000, propagate_forward_time: 4.9123601913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4160399437
validation[          , genome  4547] predictions:    9587/  10000 (95.87%), best:    9654/10000 (96.54%), error:      1349.35950, best error:      1219.19666 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 65.5078048706s, input_fired_time: 0.6410853267, output_fired_time: 0.5937200785, propagate_forward_time: 24.5439071655, propagate_backward_time: 37.3798027039, weight_update_time: 0.1184236109, other_time: 2.3492927551
epoch time: 5.3971309662s, input_fired_time: 0.0806814656, output_fired_time: 0.0000000000, propagate_forward_time: 4.8926868439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4237627983
validation[          , genome  4547] predictions:    9614/  10000 (96.14%), best:    9654/10000 (96.54%), error:      1253.40063, best error:      1219.19666 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 65.0081176758s, input_fired_time: 0.6404064894, output_fired_time: 0.5899723172, propagate_forward_time: 24.2724895477, propagate_backward_time: 37.1426773071, weight_update_time: 0.1181250960, other_time: 2.3625717163
epoch time: 5.3242573738s, input_fired_time: 0.0794276223, output_fired_time: 0.0000000000, propagate_forward_time: 4.8270535469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4177761078
validation[          , genome  4547] predictions:    9625/  10000 (96.25%), best:    9654/10000 (96.54%), error:      1282.22546, best error:      1219.19666 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 65.4809951782s, input_fired_time: 0.6414318085, output_fired_time: 0.5941110849, propagate_forward_time: 24.5476398468, propagate_backward_time: 37.3345298767, weight_update_time: 0.1185664609, other_time: 2.3632850647
epoch time: 5.4321374893s, input_fired_time: 0.0808094889, output_fired_time: 0.0000000000, propagate_forward_time: 4.9297809601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215469360
validation[          , genome  4547] predictions:    9610/  10000 (96.10%), best:    9654/10000 (96.54%), error:      1295.23877, best error:      1219.19666 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 65.7524795532s, input_fired_time: 0.6431695819, output_fired_time: 0.5952236056, propagate_forward_time: 24.6126117706, propagate_backward_time: 37.5290603638, weight_update_time: 0.1193344593, other_time: 2.3724136353
epoch time: 5.4521565437s, input_fired_time: 0.0810158178, output_fired_time: 0.0000000000, propagate_forward_time: 4.9530658722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4180750847
validation[          , genome  4547] predictions:    9607/  10000 (96.07%), best:    9654/10000 (96.54%), error:      1301.03540, best error:      1219.19666 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 65.3209991455s, input_fired_time: 0.6399533153, output_fired_time: 0.5924977064, propagate_forward_time: 24.4545440674, propagate_backward_time: 37.2901382446, weight_update_time: 0.1181691438, other_time: 2.3438644409
epoch time: 5.4017653465s, input_fired_time: 0.0804331824, output_fired_time: 0.0000000000, propagate_forward_time: 4.8999028206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4214291573
validation[          , genome  4547] predictions:    9616/  10000 (96.16%), best:    9654/10000 (96.54%), error:      1300.55115, best error:      1219.19666 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 65.6872711182s, input_fired_time: 0.6435257792, output_fired_time: 0.5961464047, propagate_forward_time: 24.5810375214, propagate_backward_time: 37.4939079285, weight_update_time: 0.1188618764, other_time: 2.3726539612
epoch time: 5.3353052139s, input_fired_time: 0.0797726884, output_fired_time: 0.0000000000, propagate_forward_time: 4.8316822052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4238505363
validation[          , genome  4547] predictions:    9626/  10000 (96.26%), best:    9626/10000 (96.26%), error:      1217.79651, best error:      1217.79651 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 65.5689926147s, input_fired_time: 0.6428206563, output_fired_time: 0.5966612101, propagate_forward_time: 24.4829750061, propagate_backward_time: 37.4853439331, weight_update_time: 0.1185807884, other_time: 2.3611869812
epoch time: 5.4468870163s, input_fired_time: 0.0803077221, output_fired_time: 0.0000000000, propagate_forward_time: 4.9486894608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4178895950
validation[          , genome  4547] predictions:    9581/  10000 (95.81%), best:    9626/10000 (96.26%), error:      1312.28210, best error:      1217.79651 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 65.6836624146s, input_fired_time: 0.6435667872, output_fired_time: 0.5957708955, propagate_forward_time: 24.5642871857, propagate_backward_time: 37.5159492493, weight_update_time: 0.1190420985, other_time: 2.3640861511
epoch time: 5.4512214661s, input_fired_time: 0.0810209364, output_fired_time: 0.0000000000, propagate_forward_time: 4.9556155205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4145851135
validation[          , genome  4547] predictions:    9608/  10000 (96.08%), best:    9626/10000 (96.26%), error:      1331.97852, best error:      1217.79651 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 64.5664520264s, input_fired_time: 0.6398418546, output_fired_time: 0.5870546699, propagate_forward_time: 24.1746902466, propagate_backward_time: 36.8225326538, weight_update_time: 0.1169009581, other_time: 2.3423309326
epoch time: 5.1809091568s, input_fired_time: 0.0773847103, output_fired_time: 0.0000000000, propagate_forward_time: 4.6850237846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4185004234
validation[          , genome  4547] predictions:    9642/  10000 (96.42%), best:    9642/10000 (96.42%), error:      1216.76270, best error:      1216.76270 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 65.7083969116s, input_fired_time: 0.6446663141, output_fired_time: 0.5985441208, propagate_forward_time: 24.6383094788, propagate_backward_time: 37.4803886414, weight_update_time: 0.1188823879, other_time: 2.3464889526
epoch time: 5.3617110252s, input_fired_time: 0.0794153139, output_fired_time: 0.0000000000, propagate_forward_time: 4.8656182289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4166774750
validation[          , genome  4547] predictions:    9637/  10000 (96.37%), best:    9642/10000 (96.42%), error:      1237.60559, best error:      1216.76270 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 65.4111099243s, input_fired_time: 0.6435521245, output_fired_time: 0.5911317468, propagate_forward_time: 24.4689235687, propagate_backward_time: 37.3406753540, weight_update_time: 0.1184522957, other_time: 2.3668212891
epoch time: 5.2503304482s, input_fired_time: 0.0807961747, output_fired_time: 0.0000000000, propagate_forward_time: 4.7219171524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4476170540
validation[          , genome  4547] predictions:    9583/  10000 (95.83%), best:    9642/10000 (96.42%), error:      1398.22205, best error:      1216.76270 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 65.6888351440s, input_fired_time: 0.6436071396, output_fired_time: 0.5965927243, propagate_forward_time: 24.5827369690, propagate_backward_time: 37.5154953003, weight_update_time: 0.1181399375, other_time: 2.3503990173
epoch time: 5.3661594391s, input_fired_time: 0.0807147697, output_fired_time: 0.0000000000, propagate_forward_time: 4.8716659546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4137787819
validation[          , genome  4547] predictions:    9641/  10000 (96.41%), best:    9642/10000 (96.42%), error:      1224.76733, best error:      1216.76270 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 64.9035186768s, input_fired_time: 0.6411667466, output_fired_time: 0.5855592489, propagate_forward_time: 24.2624053955, propagate_backward_time: 37.0562057495, weight_update_time: 0.1178706735, other_time: 2.3581809998
epoch time: 5.3581371307s, input_fired_time: 0.0806773826, output_fired_time: 0.0000000000, propagate_forward_time: 4.8561182022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4213414192
validation[          , genome  4547] predictions:    9638/  10000 (96.38%), best:    9642/10000 (96.42%), error:      1243.02478, best error:      1216.76270 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 65.3765792847s, input_fired_time: 0.6445862651, output_fired_time: 0.5920915008, propagate_forward_time: 24.4867477417, propagate_backward_time: 37.2914543152, weight_update_time: 0.1182986721, other_time: 2.3616981506
epoch time: 5.4217987061s, input_fired_time: 0.0817177966, output_fired_time: 0.0000000000, propagate_forward_time: 4.9129223824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4271583557
validation[          , genome  4547] predictions:    9624/  10000 (96.24%), best:    9642/10000 (96.42%), error:      1236.95935, best error:      1216.76270 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 65.7146911621s, input_fired_time: 0.6483584046, output_fired_time: 0.5972560048, propagate_forward_time: 24.6369552612, propagate_backward_time: 37.4558677673, weight_update_time: 0.1191286519, other_time: 2.3762474060
epoch time: 5.4710288048s, input_fired_time: 0.0809256956, output_fired_time: 0.0000000000, propagate_forward_time: 4.9699487686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4201545715
validation[          , genome  4547] predictions:    9613/  10000 (96.13%), best:    9642/10000 (96.42%), error:      1255.61938, best error:      1216.76270 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 65.2758102417s, input_fired_time: 0.6407364607, output_fired_time: 0.5927959681, propagate_forward_time: 24.3743877411, propagate_backward_time: 37.3245506287, weight_update_time: 0.1182520986, other_time: 2.3433341980
epoch time: 5.4074053764s, input_fired_time: 0.0810362995, output_fired_time: 0.0000000000, propagate_forward_time: 4.9063248634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4200444221
validation[          , genome  4547] predictions:    9609/  10000 (96.09%), best:    9642/10000 (96.42%), error:      1332.06348, best error:      1216.76270 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 65.2180099487s, input_fired_time: 0.6446574330, output_fired_time: 0.5921819210, propagate_forward_time: 24.3936080933, propagate_backward_time: 37.2174644470, weight_update_time: 0.1189141124, other_time: 2.3700942993
epoch time: 5.3158888817s, input_fired_time: 0.0801858678, output_fired_time: 0.0000000000, propagate_forward_time: 4.8087644577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4269385338
validation[          , genome  4547] predictions:    9606/  10000 (96.06%), best:    9642/10000 (96.42%), error:      1293.89001, best error:      1216.76270 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 65.3969802856s, input_fired_time: 0.6445496678, output_fired_time: 0.5944958329, propagate_forward_time: 24.5157241821, propagate_backward_time: 37.2935600281, weight_update_time: 0.1178613976, other_time: 2.3486518860
epoch time: 5.4233222008s, input_fired_time: 0.0813563094, output_fired_time: 0.0000000000, propagate_forward_time: 4.9189848900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4229807854
validation[          , genome  4547] predictions:    9620/  10000 (96.20%), best:    9642/10000 (96.42%), error:      1270.51636, best error:      1216.76270 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 65.3662185669s, input_fired_time: 0.6446600556, output_fired_time: 0.5940811038, propagate_forward_time: 24.4427566528, propagate_backward_time: 37.3173828125, weight_update_time: 0.1184087470, other_time: 2.3673400879
epoch time: 5.4619617462s, input_fired_time: 0.0816496983, output_fired_time: 0.0000000000, propagate_forward_time: 4.9561100006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4242019653
validation[          , genome  4547] predictions:    9580/  10000 (95.80%), best:    9642/10000 (96.42%), error:      1377.50391, best error:      1216.76270 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 65.5042419434s, input_fired_time: 0.6447215676, output_fired_time: 0.5967431664, propagate_forward_time: 24.5360355377, propagate_backward_time: 37.3917617798, weight_update_time: 0.1180493236, other_time: 2.3349838257
epoch time: 5.4315891266s, input_fired_time: 0.0810260549, output_fired_time: 0.0000000000, propagate_forward_time: 4.9333701134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4171929359
validation[          , genome  4547] predictions:    9613/  10000 (96.13%), best:    9642/10000 (96.42%), error:      1277.83972, best error:      1216.76270 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 65.7544021606s, input_fired_time: 0.6479353905, output_fired_time: 0.5972803235, propagate_forward_time: 24.5760612488, propagate_backward_time: 37.5471496582, weight_update_time: 0.1191024855, other_time: 2.3859748840
epoch time: 5.4374823570s, input_fired_time: 0.0815897956, output_fired_time: 0.0000000000, propagate_forward_time: 4.9322280884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4236645699
validation[          , genome  4547] predictions:    9530/  10000 (95.30%), best:    9642/10000 (96.42%), error:      1534.08533, best error:      1216.76270 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 65.7727584839s, input_fired_time: 0.6481614113, output_fired_time: 0.6002586484, propagate_forward_time: 24.5194034576, propagate_backward_time: 37.5979194641, weight_update_time: 0.1193042696, other_time: 2.4070167542
epoch time: 5.4361357689s, input_fired_time: 0.0809979141, output_fired_time: 0.0000000000, propagate_forward_time: 4.9368968010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4182410240
validation[          , genome  4547] predictions:    9520/  10000 (95.20%), best:    9642/10000 (96.42%), error:      1563.40845, best error:      1216.76270 on epoch:    47, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 65.6629486084s, input_fired_time: 0.6483138800, output_fired_time: 0.5953900218, propagate_forward_time: 24.5943412781, propagate_backward_time: 37.4580688477, weight_update_time: 0.1189125851, other_time: 2.3668327332
epoch time: 5.4924077988s, input_fired_time: 0.0817228779, output_fired_time: 0.0000000000, propagate_forward_time: 4.9902482033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4204368591
validation[          , genome  4547] predictions:    9514/  10000 (95.14%), best:    9642/10000 (96.42%), error:      1541.69507, best error:      1216.76270 on epoch:    47, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 65.6543655396s, input_fired_time: 0.6474040151, output_fired_time: 0.5963448286, propagate_forward_time: 24.5929832458, propagate_backward_time: 37.4635887146, weight_update_time: 0.1184645593, other_time: 2.3540420532
epoch time: 5.2250056267s, input_fired_time: 0.0794444978, output_fired_time: 0.0000000000, propagate_forward_time: 4.7342457771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4113154411
validation[          , genome  4547] predictions:    9583/  10000 (95.83%), best:    9642/10000 (96.42%), error:      1320.53125, best error:      1216.76270 on epoch:    47, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 65.8305053711s, input_fired_time: 0.6495624781, output_fired_time: 0.5964769125, propagate_forward_time: 24.6539497375, propagate_backward_time: 37.5686607361, weight_update_time: 0.1193764582, other_time: 2.3618621826
epoch time: 5.4275903702s, input_fired_time: 0.0819461197, output_fired_time: 0.0000000000, propagate_forward_time: 4.9185247421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4271197319
validation[          , genome  4547] predictions:    9614/  10000 (96.14%), best:    9642/10000 (96.42%), error:      1275.73865, best error:      1216.76270 on epoch:    47, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 65.4973220825s, input_fired_time: 0.6486980915, output_fired_time: 0.5950788856, propagate_forward_time: 24.4628086090, propagate_backward_time: 37.4149360657, weight_update_time: 0.1186274067, other_time: 2.3758049011
epoch time: 5.3456397057s, input_fired_time: 0.0803855360, output_fired_time: 0.0000000000, propagate_forward_time: 4.8482556343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4169983864
validation[          , genome  4547] predictions:    9576/  10000 (95.76%), best:    9642/10000 (96.42%), error:      1496.07629, best error:      1216.76270 on epoch:    47, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 64.9600601196s, input_fired_time: 0.6449844241, output_fired_time: 0.5886899829, propagate_forward_time: 24.3136692047, propagate_backward_time: 37.0650444031, weight_update_time: 0.1176381931, other_time: 2.3476753235
epoch time: 5.4071784019s, input_fired_time: 0.0818990394, output_fired_time: 0.0000000000, propagate_forward_time: 4.9080038071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4172754288
validation[          , genome  4547] predictions:    9613/  10000 (96.13%), best:    9642/10000 (96.42%), error:      1270.42493, best error:      1216.76270 on epoch:    47, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 65.3764419556s, input_fired_time: 0.6459898949, output_fired_time: 0.5932394862, propagate_forward_time: 24.4377098083, propagate_backward_time: 37.3655967712, weight_update_time: 0.1181557998, other_time: 2.3339080811
epoch time: 5.3358936310s, input_fired_time: 0.0809252188, output_fired_time: 0.0000000000, propagate_forward_time: 4.8428406715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4121279716
validation[          , genome  4547] predictions:    9637/  10000 (96.37%), best:    9642/10000 (96.42%), error:      1267.31860, best error:      1216.76270 on epoch:    47, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 64.9103851318s, input_fired_time: 0.6472004056, output_fired_time: 0.5904737115, propagate_forward_time: 24.2939109802, propagate_backward_time: 37.0183639526, weight_update_time: 0.1184267327, other_time: 2.3604354858
epoch time: 5.4399485588s, input_fired_time: 0.0821596235, output_fired_time: 0.0000000000, propagate_forward_time: 4.9380269051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4197621346
validation[          , genome  4547] predictions:    9644/  10000 (96.44%), best:    9644/10000 (96.44%), error:      1201.24634, best error:      1201.24634 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 64.7794494629s, input_fired_time: 0.6441038251, output_fired_time: 0.5881783962, propagate_forward_time: 24.1549377441, propagate_backward_time: 37.0430183411, weight_update_time: 0.1173243597, other_time: 2.3492126465
epoch time: 5.4369301796s, input_fired_time: 0.0818478316, output_fired_time: 0.0000000000, propagate_forward_time: 4.9308953285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4241871834
validation[          , genome  4547] predictions:    9607/  10000 (96.07%), best:    9644/10000 (96.44%), error:      1239.92017, best error:      1201.24634 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 65.5297775269s, input_fired_time: 0.6496089697, output_fired_time: 0.5937396288, propagate_forward_time: 24.5325679779, propagate_backward_time: 37.3870773315, weight_update_time: 0.1187481731, other_time: 2.3667755127
epoch time: 5.4214301109s, input_fired_time: 0.0818488449, output_fired_time: 0.0000000000, propagate_forward_time: 4.9208321571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4187493324
validation[          , genome  4547] predictions:    9644/  10000 (96.44%), best:    9644/10000 (96.44%), error:      1239.94604, best error:      1201.24634 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 65.6792297363s, input_fired_time: 0.6495970488, output_fired_time: 0.5974807739, propagate_forward_time: 24.5891304016, propagate_backward_time: 37.5008201599, weight_update_time: 0.1185081080, other_time: 2.3422012329
epoch time: 5.4470057487s, input_fired_time: 0.0829117522, output_fired_time: 0.0000000000, propagate_forward_time: 4.9408192635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4232745171
validation[          , genome  4547] predictions:    9526/  10000 (95.26%), best:    9644/10000 (96.44%), error:      1594.14624, best error:      1201.24634 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 65.6208648682s, input_fired_time: 0.6506636143, output_fired_time: 0.5962696075, propagate_forward_time: 24.5493144989, propagate_backward_time: 37.4709815979, weight_update_time: 0.1186258569, other_time: 2.3536338806
epoch time: 5.4241447449s, input_fired_time: 0.0816634893, output_fired_time: 0.0000000000, propagate_forward_time: 4.9257540703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4167270660
validation[          , genome  4547] predictions:    9624/  10000 (96.24%), best:    9644/10000 (96.44%), error:      1284.06714, best error:      1201.24634 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 65.4663772583s, input_fired_time: 0.6505464315, output_fired_time: 0.5935372710, propagate_forward_time: 24.4925327301, propagate_backward_time: 37.3506736755, weight_update_time: 0.1188362762, other_time: 2.3790931702
epoch time: 5.4820804596s, input_fired_time: 0.0832931995, output_fired_time: 0.0000000000, propagate_forward_time: 4.9706521034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4281353951
validation[          , genome  4547] predictions:    9620/  10000 (96.20%), best:    9644/10000 (96.44%), error:      1290.00061, best error:      1201.24634 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 65.6190948486s, input_fired_time: 0.6512833834, output_fired_time: 0.5969066024, propagate_forward_time: 24.6170024872, propagate_backward_time: 37.3916435242, weight_update_time: 0.1190164760, other_time: 2.3622550964
epoch time: 5.3774423599s, input_fired_time: 0.0813189298, output_fired_time: 0.0000000000, propagate_forward_time: 4.8786387444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4174847603
validation[          , genome  4547] predictions:    9615/  10000 (96.15%), best:    9644/10000 (96.44%), error:      1300.65039, best error:      1201.24634 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 65.7269439697s, input_fired_time: 0.6523298025, output_fired_time: 0.5946686268, propagate_forward_time: 24.5849628448, propagate_backward_time: 37.5311317444, weight_update_time: 0.1189059168, other_time: 2.3638572693
epoch time: 5.4164032936s, input_fired_time: 0.0819937512, output_fired_time: 0.0000000000, propagate_forward_time: 4.9147830009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4196267128
validation[          , genome  4547] predictions:    9619/  10000 (96.19%), best:    9644/10000 (96.44%), error:      1272.10107, best error:      1201.24634 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 65.6116409302s, input_fired_time: 0.6517654061, output_fired_time: 0.5967989564, propagate_forward_time: 24.5334243774, propagate_backward_time: 37.4794883728, weight_update_time: 0.1186924055, other_time: 2.3501625061
epoch time: 5.2038455009s, input_fired_time: 0.0802181140, output_fired_time: 0.0000000000, propagate_forward_time: 4.7109971046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4126300812
validation[          , genome  4547] predictions:    9616/  10000 (96.16%), best:    9644/10000 (96.44%), error:      1224.90894, best error:      1201.24634 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 65.2933273315s, input_fired_time: 0.6504596472, output_fired_time: 0.5935934782, propagate_forward_time: 24.3922138214, propagate_backward_time: 37.3127822876, weight_update_time: 0.1180114448, other_time: 2.3442840576
epoch time: 5.4801373482s, input_fired_time: 0.0834560022, output_fired_time: 0.0000000000, propagate_forward_time: 4.9705777168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4261035919
validation[          , genome  4547] predictions:    9580/  10000 (95.80%), best:    9644/10000 (96.44%), error:      1405.10864, best error:      1201.24634 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 65.3937149048s, input_fired_time: 0.6527772546, output_fired_time: 0.5945884585, propagate_forward_time: 24.4307689667, propagate_backward_time: 37.3410682678, weight_update_time: 0.1186678261, other_time: 2.3745079041
epoch time: 5.3299698830s, input_fired_time: 0.0817833021, output_fired_time: 0.0000000000, propagate_forward_time: 4.8274369240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4207496643
validation[          , genome  4547] predictions:    9639/  10000 (96.39%), best:    9644/10000 (96.44%), error:      1211.75378, best error:      1201.24634 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 65.5651397705s, input_fired_time: 0.6506526470, output_fired_time: 0.5947263837, propagate_forward_time: 24.5205383301, propagate_backward_time: 37.4577598572, weight_update_time: 0.1185209006, other_time: 2.3414649963
epoch time: 5.3591032028s, input_fired_time: 0.0811422691, output_fired_time: 0.0000000000, propagate_forward_time: 4.8661355972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4118251801
validation[          , genome  4547] predictions:    9634/  10000 (96.34%), best:    9644/10000 (96.44%), error:      1219.24585, best error:      1201.24634 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 65.3984985352s, input_fired_time: 0.6515342593, output_fired_time: 0.5940674543, propagate_forward_time: 24.4497108459, propagate_backward_time: 37.3453598022, weight_update_time: 0.1188173294, other_time: 2.3578224182
epoch time: 5.4227104187s, input_fired_time: 0.0827166513, output_fired_time: 0.0000000000, propagate_forward_time: 4.9201922417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4198017120
validation[          , genome  4547] predictions:    9622/  10000 (96.22%), best:    9644/10000 (96.44%), error:      1243.24377, best error:      1201.24634 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 65.4574432373s, input_fired_time: 0.6532444358, output_fired_time: 0.5951951742, propagate_forward_time: 24.5169086456, propagate_backward_time: 37.3413467407, weight_update_time: 0.1186309531, other_time: 2.3507537842
epoch time: 5.4170899391s, input_fired_time: 0.0821007490, output_fired_time: 0.0000000000, propagate_forward_time: 4.9186587334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4163303375
validation[          , genome  4547] predictions:    9637/  10000 (96.37%), best:    9644/10000 (96.44%), error:      1222.52319, best error:      1201.24634 on epoch:    67, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 65.4464492798s, input_fired_time: 0.6537788510, output_fired_time: 0.5947566032, propagate_forward_time: 24.4707603455, propagate_backward_time: 37.3742485046, weight_update_time: 0.1186002418, other_time: 2.3529052734
epoch time: 5.4429740906s, input_fired_time: 0.0825651214, output_fired_time: 0.0000000000, propagate_forward_time: 4.9397244453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4206843376
validation[          , genome  4547] predictions:    9559/  10000 (95.59%), best:    9644/10000 (96.44%), error:      1494.38440, best error:      1201.24634 on epoch:    67, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 65.1989059448s, input_fired_time: 0.6495813131, output_fired_time: 0.5923746824, propagate_forward_time: 24.3523807526, propagate_backward_time: 37.2495880127, weight_update_time: 0.1179914623, other_time: 2.3549804688
epoch time: 5.5013031960s, input_fired_time: 0.0842767432, output_fired_time: 0.0000000000, propagate_forward_time: 4.9917321205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4252943993
validation[          , genome  4547] predictions:    9652/  10000 (96.52%), best:    9644/10000 (96.44%), error:      1234.71045, best error:      1201.24634 on epoch:    67, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 65.5915069580s, input_fired_time: 0.6520248652, output_fired_time: 0.5947616100, propagate_forward_time: 24.5327453613, propagate_backward_time: 37.4717597961, weight_update_time: 0.1185418889, other_time: 2.3402137756
epoch time: 5.3796224594s, input_fired_time: 0.0818631873, output_fired_time: 0.0000000000, propagate_forward_time: 4.8784337044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4193253517
validation[          , genome  4547] predictions:    9650/  10000 (96.50%), best:    9650/10000 (96.50%), error:      1200.55420, best error:      1200.55420 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 65.4716567993s, input_fired_time: 0.6540088654, output_fired_time: 0.5959489346, propagate_forward_time: 24.4713230133, propagate_backward_time: 37.4209136963, weight_update_time: 0.1180570424, other_time: 2.3294677734
epoch time: 5.4391407967s, input_fired_time: 0.0825349316, output_fired_time: 0.0000000000, propagate_forward_time: 4.9376091957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4189968109
validation[          , genome  4547] predictions:    9607/  10000 (96.07%), best:    9650/10000 (96.50%), error:      1305.84448, best error:      1200.55420 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 65.5221633911s, input_fired_time: 0.6554413438, output_fired_time: 0.5944066048, propagate_forward_time: 24.5008621216, propagate_backward_time: 37.4052467346, weight_update_time: 0.1189366505, other_time: 2.3662071228
epoch time: 5.4322280884s, input_fired_time: 0.0827560946, output_fired_time: 0.0000000000, propagate_forward_time: 4.9310283661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4184436798
validation[          , genome  4547] predictions:    9618/  10000 (96.18%), best:    9650/10000 (96.50%), error:      1295.68213, best error:      1200.55420 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 65.6130905151s, input_fired_time: 0.6528548002, output_fired_time: 0.5966681242, propagate_forward_time: 24.5056552887, propagate_backward_time: 37.5110397339, weight_update_time: 0.1186417341, other_time: 2.3468780518
epoch time: 5.4423160553s, input_fired_time: 0.0831866935, output_fired_time: 0.0000000000, propagate_forward_time: 4.9397096634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4194197655
validation[          , genome  4547] predictions:    9593/  10000 (95.93%), best:    9650/10000 (96.50%), error:      1350.94543, best error:      1200.55420 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 65.6361236572s, input_fired_time: 0.6555659771, output_fired_time: 0.5963010192, propagate_forward_time: 24.5590686798, propagate_backward_time: 37.4728546143, weight_update_time: 0.1186632365, other_time: 2.3523406982
epoch time: 5.4368991852s, input_fired_time: 0.0827566236, output_fired_time: 0.0000000000, propagate_forward_time: 4.9329457283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211969376
validation[          , genome  4547] predictions:    9652/  10000 (96.52%), best:    9652/10000 (96.52%), error:      1186.50122, best error:      1186.50122 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 65.6670913696s, input_fired_time: 0.6543403268, output_fired_time: 0.5968564749, propagate_forward_time: 24.5905284882, propagate_backward_time: 37.4841537476, weight_update_time: 0.1182561666, other_time: 2.3412094116
epoch time: 5.4203586578s, input_fired_time: 0.0818616450, output_fired_time: 0.0000000000, propagate_forward_time: 4.9262647629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4122323990
validation[          , genome  4547] predictions:    9559/  10000 (95.59%), best:    9652/10000 (96.52%), error:      1415.29651, best error:      1186.50122 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 65.5355224609s, input_fired_time: 0.6564257145, output_fired_time: 0.5943691730, propagate_forward_time: 24.4508762360, propagate_backward_time: 37.4866523743, weight_update_time: 0.1185849011, other_time: 2.3472023010
epoch time: 5.4388713837s, input_fired_time: 0.0826373175, output_fired_time: 0.0000000000, propagate_forward_time: 4.9379749298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4182591438
validation[          , genome  4547] predictions:    9638/  10000 (96.38%), best:    9652/10000 (96.52%), error:      1222.24426, best error:      1186.50122 on epoch:    87, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 65.3823928833s, input_fired_time: 0.6538531184, output_fired_time: 0.5938156247, propagate_forward_time: 24.4748725891, propagate_backward_time: 37.3069038391, weight_update_time: 0.1181302220, other_time: 2.3529434204
epoch time: 5.2852783203s, input_fired_time: 0.0824586079, output_fired_time: 0.0000000000, propagate_forward_time: 4.7800397873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227800369
validation[          , genome  4547] predictions:    9546/  10000 (95.46%), best:    9652/10000 (96.52%), error:      1434.83020, best error:      1186.50122 on epoch:    87, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 65.9421463013s, input_fired_time: 0.6581888199, output_fired_time: 0.5996817946, propagate_forward_time: 24.6582298279, propagate_backward_time: 37.6702308655, weight_update_time: 0.1188674942, other_time: 2.3558197021
epoch time: 5.4134821892s, input_fired_time: 0.0829644799, output_fired_time: 0.0000000000, propagate_forward_time: 4.9114012718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4191164970
validation[          , genome  4547] predictions:    9474/  10000 (94.74%), best:    9652/10000 (96.52%), error:      1659.39490, best error:      1186.50122 on epoch:    87, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 65.2668533325s, input_fired_time: 0.6540274024, output_fired_time: 0.5925831199, propagate_forward_time: 24.4154357910, propagate_backward_time: 37.2449607849, weight_update_time: 0.1183442622, other_time: 2.3598442078
epoch time: 5.4627480507s, input_fired_time: 0.0838953182, output_fired_time: 0.0000000000, propagate_forward_time: 4.9592967033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4195561409
validation[          , genome  4547] predictions:    9608/  10000 (96.08%), best:    9652/10000 (96.52%), error:      1311.52295, best error:      1186.50122 on epoch:    87, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 65.0002365112s, input_fired_time: 0.6525024772, output_fired_time: 0.5912865996, propagate_forward_time: 24.2713050842, propagate_backward_time: 37.1404838562, weight_update_time: 0.1182111353, other_time: 2.3446578979
epoch time: 5.3461470604s, input_fired_time: 0.0825118795, output_fired_time: 0.0000000000, propagate_forward_time: 4.8502573967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4133777618
validation[          , genome  4547] predictions:    9625/  10000 (96.25%), best:    9652/10000 (96.52%), error:      1259.36414, best error:      1186.50122 on epoch:    87, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 65.1331329346s, input_fired_time: 0.6541236043, output_fired_time: 0.5925352573, propagate_forward_time: 24.4196033478, propagate_backward_time: 37.1360359192, weight_update_time: 0.1174840778, other_time: 2.3308372498
epoch time: 5.2974777222s, input_fired_time: 0.0823162794, output_fired_time: 0.0000000000, propagate_forward_time: 4.7990736961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4160876274
validation[          , genome  4547] predictions:    9601/  10000 (96.01%), best:    9652/10000 (96.52%), error:      1350.96704, best error:      1186.50122 on epoch:    87, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 65.4413833618s, input_fired_time: 0.6566695571, output_fired_time: 0.5953712463, propagate_forward_time: 24.4634895325, propagate_backward_time: 37.3788070679, weight_update_time: 0.1186406836, other_time: 2.3470497131
epoch time: 5.4114189148s, input_fired_time: 0.0832066536, output_fired_time: 0.0000000000, propagate_forward_time: 4.9124326706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4157795906
validation[          , genome  4547] predictions:    9576/  10000 (95.76%), best:    9652/10000 (96.52%), error:      1345.22974, best error:      1186.50122 on epoch:    87, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 65.4821701050s, input_fired_time: 0.6542029977, output_fired_time: 0.5978913903, propagate_forward_time: 24.4847087860, propagate_backward_time: 37.4215927124, weight_update_time: 0.1180380657, other_time: 2.3237686157
epoch time: 5.4428153038s, input_fired_time: 0.0843673497, output_fired_time: 0.0000000000, propagate_forward_time: 4.9346575737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4237904549
validation[          , genome  4547] predictions:    9599/  10000 (95.99%), best:    9652/10000 (96.52%), error:      1285.93469, best error:      1186.50122 on epoch:    87, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 65.0776519775s, input_fired_time: 0.6544321775, output_fired_time: 0.5917222500, propagate_forward_time: 24.3691158295, propagate_backward_time: 37.1221313477, weight_update_time: 0.1177211627, other_time: 2.3402481079
epoch time: 5.4272375107s, input_fired_time: 0.0837176517, output_fired_time: 0.0000000000, propagate_forward_time: 4.9207835197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227361679
validation[          , genome  4547] predictions:    9633/  10000 (96.33%), best:    9652/10000 (96.52%), error:      1221.30249, best error:      1186.50122 on epoch:    87, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 65.5804595947s, input_fired_time: 0.6587114930, output_fired_time: 0.5938075781, propagate_forward_time: 24.5249958038, propagate_backward_time: 37.4464111328, weight_update_time: 0.1187062189, other_time: 2.3565292358
epoch time: 5.4511270523s, input_fired_time: 0.0839050338, output_fired_time: 0.0000000000, propagate_forward_time: 4.9462547302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4209671021
validation[          , genome  4547] predictions:    9625/  10000 (96.25%), best:    9652/10000 (96.52%), error:      1268.28845, best error:      1186.50122 on epoch:    87, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 65.8006057739s, input_fired_time: 0.6618434191, output_fired_time: 0.5998348594, propagate_forward_time: 24.6081714630, propagate_backward_time: 37.5601806641, weight_update_time: 0.1190149486, other_time: 2.3705749512
epoch time: 5.3199615479s, input_fired_time: 0.0819015726, output_fired_time: 0.0000000000, propagate_forward_time: 4.8193020821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4187579155
validation[          , genome  4547] predictions:    9615/  10000 (96.15%), best:    9652/10000 (96.52%), error:      1321.93518, best error:      1186.50122 on epoch:    87, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 65.3914947510s, input_fired_time: 0.6593685150, output_fired_time: 0.5942387581, propagate_forward_time: 24.5090465546, propagate_backward_time: 37.2760620117, weight_update_time: 0.1181578636, other_time: 2.3527755737
epoch time: 5.4216499329s, input_fired_time: 0.0845967233, output_fired_time: 0.0000000000, propagate_forward_time: 4.9125127792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4245405197
validation[          , genome  4547] predictions:    9579/  10000 (95.79%), best:    9652/10000 (96.52%), error:      1325.77039, best error:      1186.50122 on epoch:    87, 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: 27.0740222931s, input_fired_time: 0.4126330018, output_fired_time: 0.0000000000, propagate_forward_time: 24.4815158844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1798725128
best training[          , genome  4547] predictions:   49098/  50000 (98.20%), best:    9652/10000 (96.52%), error:      3394.08154, best error:      1186.50122 on epoch:    87, 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: 5.3202219009s, input_fired_time: 0.0814130977, output_fired_time: 0.0000000000, propagate_forward_time: 4.8237724304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4150362015
   testing[          , genome  4547] predictions:    9685/  10000 (96.85%), best:    9652/10000 (96.52%), error:      1101.89612, best error:      1186.50122 on epoch:    87, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:19:57 (7180): called boinc_finish(0)

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