Nameexact_genome_1512568488_45_3863_1
Workunit2590510
Created7 Dec 2017, 6:58:18 UTC
Sent7 Dec 2017, 7:01:45 UTC
Report deadline10 Dec 2017, 9:00:21 UTC
Received7 Dec 2017, 8:39:07 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time1 hours 36 min 57 sec
CPU time1 hours 36 min 33 sec
Validate stateValid
Credit770.59
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.28 MB
Peak swap size156.99 MB
Peak disk usage1.72 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0625694618, output_fired_time: 0.0000000000, propagate_forward_time: 3.8313736916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4116349220
validation[          , genome  3863] predictions:    9490/  10000 (94.90%), best:    9535/10000 (95.35%), error:      1571.85925, best error:      1560.70093 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 53.0564880371s, input_fired_time: 0.5076315999, output_fired_time: 0.4599004686, propagate_forward_time: 20.0267066956, propagate_backward_time: 29.6336650848, weight_update_time: 0.1200943589, other_time: 2.4285831451
epoch time: 4.4253954887s, input_fired_time: 0.0631408766, output_fired_time: 0.0000000000, propagate_forward_time: 3.9499521255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4123024940
validation[          , genome  3863] predictions:    9436/  10000 (94.36%), best:    9535/10000 (95.35%), error:      1799.48438, best error:      1560.70093 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 52.8128814697s, input_fired_time: 0.5073971152, output_fired_time: 0.4582458436, propagate_forward_time: 19.8995952606, propagate_backward_time: 29.5478935242, weight_update_time: 0.1198224276, other_time: 2.3997516632
epoch time: 4.3888053894s, input_fired_time: 0.0635074601, output_fired_time: 0.0000000000, propagate_forward_time: 3.9095718861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4157259464
validation[          , genome  3863] predictions:    9504/  10000 (95.04%), best:    9535/10000 (95.35%), error:      1595.86621, best error:      1560.70093 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 52.1369285583s, input_fired_time: 0.4995452762, output_fired_time: 0.4500310421, propagate_forward_time: 19.5962848663, propagate_backward_time: 29.2185573578, weight_update_time: 0.1182470024, other_time: 2.3725090027
epoch time: 4.4307622910s, input_fired_time: 0.0632781088, output_fired_time: 0.0000000000, propagate_forward_time: 3.9559535980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4115304947
validation[          , genome  3863] predictions:    9502/  10000 (95.02%), best:    9535/10000 (95.35%), error:      1583.57703, best error:      1560.70093 on epoch:     9, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 52.7954177856s, input_fired_time: 0.5080211163, output_fired_time: 0.4568549097, propagate_forward_time: 19.8676033020, propagate_backward_time: 29.5311527252, weight_update_time: 0.1206083894, other_time: 2.4317836761
epoch time: 4.4582700729s, input_fired_time: 0.0633031577, output_fired_time: 0.0000000000, propagate_forward_time: 3.9820771217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4128899574
validation[          , genome  3863] predictions:    9454/  10000 (94.54%), best:    9535/10000 (95.35%), error:      1759.26758, best error:      1560.70093 on epoch:     9, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 52.6342430115s, input_fired_time: 0.5085371733, output_fired_time: 0.4561783373, propagate_forward_time: 19.7610626221, propagate_backward_time: 29.4685916901, weight_update_time: 0.1204465777, other_time: 2.4398746490
epoch time: 4.3387684822s, input_fired_time: 0.0630399883, output_fired_time: 0.0000000000, propagate_forward_time: 3.8595719337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4161567688
validation[          , genome  3863] predictions:    9508/  10000 (95.08%), best:    9508/10000 (95.08%), error:      1541.68335, best error:      1541.68335 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 52.3914947510s, input_fired_time: 0.5077407360, output_fired_time: 0.4545662999, propagate_forward_time: 19.7451190948, propagate_backward_time: 29.2673778534, weight_update_time: 0.1200574413, other_time: 2.4166908264
epoch time: 4.4632863998s, input_fired_time: 0.0638633221, output_fired_time: 0.0000000000, propagate_forward_time: 3.9831936359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4162294865
validation[          , genome  3863] predictions:    9521/  10000 (95.21%), best:    9521/10000 (95.21%), error:      1512.28564, best error:      1512.28564 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 52.8672752380s, input_fired_time: 0.5061396956, output_fired_time: 0.4577359557, propagate_forward_time: 19.9285144806, propagate_backward_time: 29.5743675232, weight_update_time: 0.1200507879, other_time: 2.4005184174
epoch time: 4.4928212166s, input_fired_time: 0.0650695860, output_fired_time: 0.0000000000, propagate_forward_time: 4.0074453354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4203062057
validation[          , genome  3863] predictions:    9548/  10000 (95.48%), best:    9548/10000 (95.48%), error:      1472.61047, best error:      1472.61047 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 52.0206680298s, input_fired_time: 0.5032186508, output_fired_time: 0.4510548711, propagate_forward_time: 19.5531463623, propagate_backward_time: 29.1135025024, weight_update_time: 0.1189581826, other_time: 2.3997459412
epoch time: 4.4478306770s, input_fired_time: 0.0640430078, output_fired_time: 0.0000000000, propagate_forward_time: 3.9652969837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4184906483
validation[          , genome  3863] predictions:    9433/  10000 (94.33%), best:    9548/10000 (95.48%), error:      1738.96326, best error:      1472.61047 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 52.1013679504s, input_fired_time: 0.5053290129, output_fired_time: 0.4536491036, propagate_forward_time: 19.5729064941, propagate_backward_time: 29.1477603912, weight_update_time: 0.1199914441, other_time: 2.4217243195
epoch time: 4.3662571907s, input_fired_time: 0.0640988350, output_fired_time: 0.0000000000, propagate_forward_time: 3.8885972500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4135611057
validation[          , genome  3863] predictions:    9526/  10000 (95.26%), best:    9548/10000 (95.48%), error:      1504.82727, best error:      1472.61047 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 52.7008590698s, input_fired_time: 0.5079752803, output_fired_time: 0.4563710690, propagate_forward_time: 19.8439044952, propagate_backward_time: 29.4818496704, weight_update_time: 0.1198541820, other_time: 2.4107570648
epoch time: 4.3184165955s, input_fired_time: 0.0653982684, output_fired_time: 0.0000000000, propagate_forward_time: 3.7884919643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4645264149
validation[          , genome  3863] predictions:    9568/  10000 (95.68%), best:    9568/10000 (95.68%), error:      1402.50208, best error:      1402.50208 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 52.4196548462s, input_fired_time: 0.5077205896, output_fired_time: 0.4553465247, propagate_forward_time: 19.6683788300, propagate_backward_time: 29.3493804932, weight_update_time: 0.1204701513, other_time: 2.4388294220
epoch time: 4.3840198517s, input_fired_time: 0.0628142059, output_fired_time: 0.0000000000, propagate_forward_time: 3.9108495712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4103560448
validation[          , genome  3863] predictions:    9528/  10000 (95.28%), best:    9568/10000 (95.68%), error:      1461.87317, best error:      1402.50208 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 52.0940742493s, input_fired_time: 0.5074611902, output_fired_time: 0.4556951523, propagate_forward_time: 19.5333786011, propagate_backward_time: 29.1756210327, weight_update_time: 0.1197840571, other_time: 2.4219169617
epoch time: 4.4444942474s, input_fired_time: 0.0640005022, output_fired_time: 0.0000000000, propagate_forward_time: 3.9657545090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4147391319
validation[          , genome  3863] predictions:    9517/  10000 (95.17%), best:    9568/10000 (95.68%), error:      1564.43018, best error:      1402.50208 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 52.5708160400s, input_fired_time: 0.5121028423, output_fired_time: 0.4561826587, propagate_forward_time: 19.7824993134, propagate_backward_time: 29.3621845245, weight_update_time: 0.1213026568, other_time: 2.4578437805
epoch time: 4.4879636765s, input_fired_time: 0.0661217347, output_fired_time: 0.0000000000, propagate_forward_time: 3.9961149693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4257271290
validation[          , genome  3863] predictions:    9517/  10000 (95.17%), best:    9568/10000 (95.68%), error:      1513.19775, best error:      1402.50208 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 52.6286582947s, input_fired_time: 0.5094609261, output_fired_time: 0.4580653310, propagate_forward_time: 19.7893524170, propagate_backward_time: 29.4520473480, weight_update_time: 0.1202453747, other_time: 2.4197330475
epoch time: 4.4802002907s, input_fired_time: 0.0650941581, output_fired_time: 0.0000000000, propagate_forward_time: 3.9891397953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4259665012
validation[          , genome  3863] predictions:    9554/  10000 (95.54%), best:    9568/10000 (95.68%), error:      1436.60828, best error:      1402.50208 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 51.7349281311s, input_fired_time: 0.5062655210, output_fired_time: 0.4504938424, propagate_forward_time: 19.4454917908, propagate_backward_time: 28.9185142517, weight_update_time: 0.1197225973, other_time: 2.4141654968
epoch time: 4.3963513374s, input_fired_time: 0.0636702850, output_fired_time: 0.0000000000, propagate_forward_time: 3.9209759235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4117052555
validation[          , genome  3863] predictions:    9571/  10000 (95.71%), best:    9568/10000 (95.68%), error:      1434.97473, best error:      1402.50208 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 52.2151260376s, input_fired_time: 0.5093044639, output_fired_time: 0.4528754652, propagate_forward_time: 19.6143112183, propagate_backward_time: 29.1936416626, weight_update_time: 0.1208265275, other_time: 2.4449920654
epoch time: 4.5109519958s, input_fired_time: 0.0669368282, output_fired_time: 0.0000000000, propagate_forward_time: 4.0080966949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4359183311
validation[          , genome  3863] predictions:    9567/  10000 (95.67%), best:    9568/10000 (95.68%), error:      1478.86914, best error:      1402.50208 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 52.7912101746s, input_fired_time: 0.5148234963, output_fired_time: 0.4577947855, propagate_forward_time: 19.8733520508, propagate_backward_time: 29.4909496307, weight_update_time: 0.1214316860, other_time: 2.4542903900
epoch time: 4.4247789383s, input_fired_time: 0.0654120892, output_fired_time: 0.0000000000, propagate_forward_time: 3.9348399639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4245269299
validation[          , genome  3863] predictions:    9489/  10000 (94.89%), best:    9568/10000 (95.68%), error:      1568.41614, best error:      1402.50208 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 52.7972030640s, input_fired_time: 0.5161158442, output_fired_time: 0.4609855711, propagate_forward_time: 19.8759441376, propagate_backward_time: 29.4564838409, weight_update_time: 0.1223957911, other_time: 2.4876708984
epoch time: 4.4870409966s, input_fired_time: 0.0659215376, output_fired_time: 0.0000000000, propagate_forward_time: 3.9953043461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4258153439
validation[          , genome  3863] predictions:    9560/  10000 (95.60%), best:    9568/10000 (95.68%), error:      1414.05713, best error:      1402.50208 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 52.4198837280s, input_fired_time: 0.5116640329, output_fired_time: 0.4540480971, propagate_forward_time: 19.6987953186, propagate_backward_time: 29.3133850098, weight_update_time: 0.1208024248, other_time: 2.4419898987
epoch time: 4.3405008316s, input_fired_time: 0.0636841133, output_fired_time: 0.0000000000, propagate_forward_time: 3.8631377220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4136791229
validation[          , genome  3863] predictions:    9374/  10000 (93.74%), best:    9568/10000 (95.68%), error:      2074.05054, best error:      1402.50208 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 52.5547828674s, input_fired_time: 0.5144407749, output_fired_time: 0.4572830200, propagate_forward_time: 19.7606449127, propagate_backward_time: 29.3738899231, weight_update_time: 0.1210364103, other_time: 2.4485225677
epoch time: 4.4843125343s, input_fired_time: 0.0660418570, output_fired_time: 0.0000000000, propagate_forward_time: 3.9899957180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4282748699
validation[          , genome  3863] predictions:    9581/  10000 (95.81%), best:    9568/10000 (95.68%), error:      1409.54089, best error:      1402.50208 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 52.8264198303s, input_fired_time: 0.5139460564, output_fired_time: 0.4573238790, propagate_forward_time: 19.8950328827, propagate_backward_time: 29.5361900330, weight_update_time: 0.1209468022, other_time: 2.4239253998
epoch time: 4.4644556046s, input_fired_time: 0.0652518719, output_fired_time: 0.0000000000, propagate_forward_time: 3.9713573456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278464317
validation[          , genome  3863] predictions:    9589/  10000 (95.89%), best:    9589/10000 (95.89%), error:      1329.45935, best error:      1329.45935 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 52.7668914795s, input_fired_time: 0.5144636035, output_fired_time: 0.4573661685, propagate_forward_time: 19.8936023712, propagate_backward_time: 29.4552688599, weight_update_time: 0.1216395795, other_time: 2.4461879730
epoch time: 4.5051383972s, input_fired_time: 0.0665850788, output_fired_time: 0.0000000000, propagate_forward_time: 4.0057725906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4327807426
validation[          , genome  3863] predictions:    9561/  10000 (95.61%), best:    9589/10000 (95.89%), error:      1430.11218, best error:      1329.45935 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 52.2617073059s, input_fired_time: 0.5108881593, output_fired_time: 0.4536078870, propagate_forward_time: 19.6325988770, propagate_backward_time: 29.2306518555, weight_update_time: 0.1208904684, other_time: 2.4339599609
epoch time: 4.4764904976s, input_fired_time: 0.0651463717, output_fired_time: 0.0000000000, propagate_forward_time: 3.9947464466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4165976048
validation[          , genome  3863] predictions:    9562/  10000 (95.62%), best:    9589/10000 (95.89%), error:      1439.45972, best error:      1329.45935 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 52.4064865112s, input_fired_time: 0.5117271543, output_fired_time: 0.4557422101, propagate_forward_time: 19.6879158020, propagate_backward_time: 29.3163204193, weight_update_time: 0.1207819656, other_time: 2.4347820282
epoch time: 4.4015622139s, input_fired_time: 0.0644372404, output_fired_time: 0.0000000000, propagate_forward_time: 3.9213523865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4157724380
validation[          , genome  3863] predictions:    9397/  10000 (93.97%), best:    9589/10000 (95.89%), error:      1923.60742, best error:      1329.45935 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 52.3406524658s, input_fired_time: 0.5115662813, output_fired_time: 0.4540540874, propagate_forward_time: 19.6881065369, propagate_backward_time: 29.2639236450, weight_update_time: 0.1205935404, other_time: 2.4230003357
epoch time: 4.4635291100s, input_fired_time: 0.0649026558, output_fired_time: 0.0000000000, propagate_forward_time: 3.9751276970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4234986305
validation[          , genome  3863] predictions:    9593/  10000 (95.93%), best:    9589/10000 (95.89%), error:      1346.81335, best error:      1329.45935 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 52.6558265686s, input_fired_time: 0.5168146491, output_fired_time: 0.4587263763, propagate_forward_time: 19.8104629517, propagate_backward_time: 29.4187717438, weight_update_time: 0.1215899140, other_time: 2.4510517120
epoch time: 4.4526309967s, input_fired_time: 0.0643041283, output_fired_time: 0.0000000000, propagate_forward_time: 3.9803526402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4079740047
validation[          , genome  3863] predictions:    9473/  10000 (94.73%), best:    9589/10000 (95.89%), error:      1676.72607, best error:      1329.45935 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 52.7108612061s, input_fired_time: 0.5177151561, output_fired_time: 0.4580152631, propagate_forward_time: 19.7718353271, propagate_backward_time: 29.4553031921, weight_update_time: 0.1222006977, other_time: 2.5079917908
epoch time: 4.2470979691s, input_fired_time: 0.0630445927, output_fired_time: 0.0000000000, propagate_forward_time: 3.7819540501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4020993710
validation[          , genome  3863] predictions:    9581/  10000 (95.81%), best:    9589/10000 (95.89%), error:      1354.66479, best error:      1329.45935 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 52.8560981750s, input_fired_time: 0.5190994740, output_fired_time: 0.4588121176, propagate_forward_time: 19.8794879913, propagate_backward_time: 29.5206108093, weight_update_time: 0.1225304231, other_time: 2.4780864716
epoch time: 4.4189748764s, input_fired_time: 0.0657464340, output_fired_time: 0.0000000000, propagate_forward_time: 3.9196267128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4336018562
validation[          , genome  3863] predictions:    9551/  10000 (95.51%), best:    9589/10000 (95.89%), error:      1430.60022, best error:      1329.45935 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 52.1682853699s, input_fired_time: 0.5107924342, output_fired_time: 0.4543002844, propagate_forward_time: 19.6289882660, propagate_backward_time: 29.1653289795, weight_update_time: 0.1191322878, other_time: 2.4088764191
epoch time: 4.4634842873s, input_fired_time: 0.0663920492, output_fired_time: 0.0000000000, propagate_forward_time: 3.9714047909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4256875515
validation[          , genome  3863] predictions:    9523/  10000 (95.23%), best:    9589/10000 (95.89%), error:      1478.61877, best error:      1329.45935 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 52.9071655273s, input_fired_time: 0.5184955597, output_fired_time: 0.4614766240, propagate_forward_time: 19.8974246979, propagate_backward_time: 29.5626163483, weight_update_time: 0.1218837649, other_time: 2.4671535492
epoch time: 4.4671177864s, input_fired_time: 0.0656839758, output_fired_time: 0.0000000000, propagate_forward_time: 3.9855196476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4159142971
validation[          , genome  3863] predictions:    9578/  10000 (95.78%), best:    9589/10000 (95.89%), error:      1352.33997, best error:      1329.45935 on epoch:    35, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 52.8348121643s, input_fired_time: 0.5143582821, output_fired_time: 0.4575971663, propagate_forward_time: 19.8893775940, propagate_backward_time: 29.5563354492, weight_update_time: 0.1200241670, other_time: 2.4171447754
epoch time: 4.4212999344s, input_fired_time: 0.0657269731, output_fired_time: 0.0000000000, propagate_forward_time: 3.9365532398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4190199375
validation[          , genome  3863] predictions:    9561/  10000 (95.61%), best:    9589/10000 (95.89%), error:      1401.94897, best error:      1329.45935 on epoch:    35, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 52.5491676331s, input_fired_time: 0.5149551034, output_fired_time: 0.4579260647, propagate_forward_time: 19.7862415314, propagate_backward_time: 29.3452415466, weight_update_time: 0.1213451698, other_time: 2.4448032379
epoch time: 4.3953452110s, input_fired_time: 0.0645765290, output_fired_time: 0.0000000000, propagate_forward_time: 3.9163465500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4144220352
validation[          , genome  3863] predictions:    9557/  10000 (95.57%), best:    9589/10000 (95.89%), error:      1380.58569, best error:      1329.45935 on epoch:    35, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 52.5979576111s, input_fired_time: 0.5163373351, output_fired_time: 0.4561478198, propagate_forward_time: 19.7521533966, propagate_backward_time: 29.4303531647, weight_update_time: 0.1208618134, other_time: 2.4429664612
epoch time: 4.3650159836s, input_fired_time: 0.0651760623, output_fired_time: 0.0000000000, propagate_forward_time: 3.8840022087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4158377647
validation[          , genome  3863] predictions:    9564/  10000 (95.64%), best:    9589/10000 (95.89%), error:      1393.48743, best error:      1329.45935 on epoch:    35, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 52.1450042725s, input_fired_time: 0.5122268796, output_fired_time: 0.4512653649, propagate_forward_time: 19.5770778656, propagate_backward_time: 29.1800308228, weight_update_time: 0.1204608977, other_time: 2.4244022369
epoch time: 4.3146948814s, input_fired_time: 0.0640609339, output_fired_time: 0.0000000000, propagate_forward_time: 3.8376271725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4130065441
validation[          , genome  3863] predictions:    9578/  10000 (95.78%), best:    9589/10000 (95.89%), error:      1431.00354, best error:      1329.45935 on epoch:    35, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 52.0435180664s, input_fired_time: 0.5157113075, output_fired_time: 0.4529982507, propagate_forward_time: 19.5697250366, propagate_backward_time: 29.0735416412, weight_update_time: 0.1201588511, other_time: 2.4315395355
epoch time: 4.1694192886s, input_fired_time: 0.0627824813, output_fired_time: 0.0000000000, propagate_forward_time: 3.7115077972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3951292038
validation[          , genome  3863] predictions:    9587/  10000 (95.87%), best:    9589/10000 (95.89%), error:      1331.95227, best error:      1329.45935 on epoch:    35, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 52.5130081177s, input_fired_time: 0.5161727667, output_fired_time: 0.4553070366, propagate_forward_time: 19.7574157715, propagate_backward_time: 29.3852424622, weight_update_time: 0.1195362285, other_time: 2.3988685608
epoch time: 4.3963727951s, input_fired_time: 0.0664965063, output_fired_time: 0.0000000000, propagate_forward_time: 3.9031693935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4267070293
validation[          , genome  3863] predictions:    9535/  10000 (95.35%), best:    9589/10000 (95.89%), error:      1513.73291, best error:      1329.45935 on epoch:    35, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 52.7247734070s, input_fired_time: 0.5178807974, output_fired_time: 0.4589459002, propagate_forward_time: 19.8336257935, propagate_backward_time: 29.4758663177, weight_update_time: 0.1208449453, other_time: 2.4384555817
epoch time: 4.4969730377s, input_fired_time: 0.0665042028, output_fired_time: 0.0000000000, propagate_forward_time: 4.0066561699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4238128662
validation[          , genome  3863] predictions:    9501/  10000 (95.01%), best:    9589/10000 (95.89%), error:      1527.41309, best error:      1329.45935 on epoch:    35, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 52.7167205811s, input_fired_time: 0.5195941329, output_fired_time: 0.4581878781, propagate_forward_time: 19.7980785370, propagate_backward_time: 29.4893608093, weight_update_time: 0.1213850528, other_time: 2.4515018463
epoch time: 4.4222645760s, input_fired_time: 0.0666665211, output_fired_time: 0.0000000000, propagate_forward_time: 3.9233322144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4322657585
validation[          , genome  3863] predictions:    9590/  10000 (95.90%), best:    9590/10000 (95.90%), error:      1323.27917, best error:      1323.27917 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 52.2561950684s, input_fired_time: 0.5184957981, output_fired_time: 0.4558445811, propagate_forward_time: 19.6456928253, propagate_backward_time: 29.1570987701, weight_update_time: 0.1213169768, other_time: 2.4790611267
epoch time: 4.4883661270s, input_fired_time: 0.0670924783, output_fired_time: 0.0000000000, propagate_forward_time: 3.9964478016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4248259068
validation[          , genome  3863] predictions:    9502/  10000 (95.02%), best:    9590/10000 (95.90%), error:      1612.16602, best error:      1323.27917 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 52.3355865479s, input_fired_time: 0.5176893473, output_fired_time: 0.4565667510, propagate_forward_time: 19.6322975159, propagate_backward_time: 29.2913150787, weight_update_time: 0.1206078827, other_time: 2.4377193451
epoch time: 4.4582810402s, input_fired_time: 0.0671887249, output_fired_time: 0.0000000000, propagate_forward_time: 3.9591562748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4319360256
validation[          , genome  3863] predictions:    9565/  10000 (95.65%), best:    9590/10000 (95.90%), error:      1381.33386, best error:      1323.27917 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 52.7364540100s, input_fired_time: 0.5257464647, output_fired_time: 0.4593815804, propagate_forward_time: 19.8161010742, propagate_backward_time: 29.4456501007, weight_update_time: 0.1228575781, other_time: 2.4895763397
epoch time: 4.4406199455s, input_fired_time: 0.0654013455, output_fired_time: 0.0000000000, propagate_forward_time: 3.9523420334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4228763580
validation[          , genome  3863] predictions:    9498/  10000 (94.98%), best:    9590/10000 (95.90%), error:      1600.18091, best error:      1323.27917 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 52.3336181641s, input_fired_time: 0.5211834908, output_fired_time: 0.4581585824, propagate_forward_time: 19.6333789825, propagate_backward_time: 29.2502079010, weight_update_time: 0.1218638420, other_time: 2.4706878662
epoch time: 4.4895009995s, input_fired_time: 0.0684856176, output_fired_time: 0.0000000000, propagate_forward_time: 3.9908680916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4301471710
validation[          , genome  3863] predictions:    9558/  10000 (95.58%), best:    9590/10000 (95.90%), error:      1395.28735, best error:      1323.27917 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 52.7918891907s, input_fired_time: 0.5261075497, output_fired_time: 0.4603921771, propagate_forward_time: 19.8409233093, propagate_backward_time: 29.4478321075, weight_update_time: 0.1230751798, other_time: 2.5166339874
epoch time: 4.5097718239s, input_fired_time: 0.0672527477, output_fired_time: 0.0000000000, propagate_forward_time: 4.0180172920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4245018959
validation[          , genome  3863] predictions:    9584/  10000 (95.84%), best:    9590/10000 (95.90%), error:      1355.55603, best error:      1323.27917 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 52.8926963806s, input_fired_time: 0.5280417800, output_fired_time: 0.4619932771, propagate_forward_time: 19.8535842896, propagate_backward_time: 29.5106697083, weight_update_time: 0.1240689903, other_time: 2.5384063721
epoch time: 4.4980764389s, input_fired_time: 0.0683919266, output_fired_time: 0.0000000000, propagate_forward_time: 3.9845736027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4451110363
validation[          , genome  3863] predictions:    9552/  10000 (95.52%), best:    9590/10000 (95.90%), error:      1420.86499, best error:      1323.27917 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 52.2605628967s, input_fired_time: 0.5224254131, output_fired_time: 0.4552476406, propagate_forward_time: 19.6630363464, propagate_backward_time: 29.1594886780, weight_update_time: 0.1206508726, other_time: 2.4603652954
epoch time: 4.4924788475s, input_fired_time: 0.0687590465, output_fired_time: 0.0000000000, propagate_forward_time: 3.9811577797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4425621033
validation[          , genome  3863] predictions:    9573/  10000 (95.73%), best:    9590/10000 (95.90%), error:      1387.55371, best error:      1323.27917 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 53.0699310303s, input_fired_time: 0.5288577080, output_fired_time: 0.4618489742, propagate_forward_time: 19.8815364838, propagate_backward_time: 29.6549930573, weight_update_time: 0.1240234151, other_time: 2.5426921844
epoch time: 4.4611134529s, input_fired_time: 0.0682291240, output_fired_time: 0.0000000000, propagate_forward_time: 3.9482078552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4446763992
validation[          , genome  3863] predictions:    9583/  10000 (95.83%), best:    9590/10000 (95.90%), error:      1374.92200, best error:      1323.27917 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 52.9697914124s, input_fired_time: 0.5292003751, output_fired_time: 0.4651497006, propagate_forward_time: 19.8656768799, propagate_backward_time: 29.5923271179, weight_update_time: 0.1234069914, other_time: 2.5174369812
epoch time: 4.5216560364s, input_fired_time: 0.0698214397, output_fired_time: 0.0000000000, propagate_forward_time: 4.0067782402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4450564384
validation[          , genome  3863] predictions:    9590/  10000 (95.90%), best:    9590/10000 (95.90%), error:      1328.15247, best error:      1323.27917 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 52.6593399048s, input_fired_time: 0.5277199149, output_fired_time: 0.4610631466, propagate_forward_time: 19.7762336731, propagate_backward_time: 29.4012393951, weight_update_time: 0.1230813339, other_time: 2.4930820465
epoch time: 4.4643754959s, input_fired_time: 0.0676090643, output_fired_time: 0.0000000000, propagate_forward_time: 3.9641797543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4325869083
validation[          , genome  3863] predictions:    9549/  10000 (95.49%), best:    9590/10000 (95.90%), error:      1456.20337, best error:      1323.27917 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 52.3280906677s, input_fired_time: 0.5248758197, output_fired_time: 0.4569740295, propagate_forward_time: 19.6385612488, propagate_backward_time: 29.2248344421, weight_update_time: 0.1221582070, other_time: 2.4828453064
epoch time: 4.4207811356s, input_fired_time: 0.0662271902, output_fired_time: 0.0000000000, propagate_forward_time: 3.9347875118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4197666645
validation[          , genome  3863] predictions:    9587/  10000 (95.87%), best:    9590/10000 (95.90%), error:      1348.11462, best error:      1323.27917 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 52.7981300354s, input_fired_time: 0.5290710926, output_fired_time: 0.4605001211, propagate_forward_time: 19.8371887207, propagate_backward_time: 29.4518413544, weight_update_time: 0.1234735548, other_time: 2.5195293427
epoch time: 4.5142912865s, input_fired_time: 0.0686873719, output_fired_time: 0.0000000000, propagate_forward_time: 4.0143628120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4312410355
validation[          , genome  3863] predictions:    9547/  10000 (95.47%), best:    9590/10000 (95.90%), error:      1481.29553, best error:      1323.27917 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 52.0137252808s, input_fired_time: 0.5181900263, output_fired_time: 0.4527262449, propagate_forward_time: 19.4843311310, propagate_backward_time: 29.0905056000, weight_update_time: 0.1215904132, other_time: 2.4679756165
epoch time: 4.4801325798s, input_fired_time: 0.0687810630, output_fired_time: 0.0000000000, propagate_forward_time: 3.9704043865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4409472942
validation[          , genome  3863] predictions:    9544/  10000 (95.44%), best:    9590/10000 (95.90%), error:      1505.13611, best error:      1323.27917 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 53.0496673584s, input_fired_time: 0.5329516530, output_fired_time: 0.4632406831, propagate_forward_time: 19.9012260437, propagate_backward_time: 29.6132698059, weight_update_time: 0.1248195916, other_time: 2.5389785767
epoch time: 4.4584164619s, input_fired_time: 0.0678558722, output_fired_time: 0.0000000000, propagate_forward_time: 3.9581198692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4324407578
validation[          , genome  3863] predictions:    9547/  10000 (95.47%), best:    9590/10000 (95.90%), error:      1413.38843, best error:      1323.27917 on epoch:    52, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 52.9168205261s, input_fired_time: 0.5290035605, output_fired_time: 0.4628118277, propagate_forward_time: 19.8783683777, propagate_backward_time: 29.5368728638, weight_update_time: 0.1241150871, other_time: 2.5097656250
epoch time: 4.4275517464s, input_fired_time: 0.0675901473, output_fired_time: 0.0000000000, propagate_forward_time: 3.9285256863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4314358234
validation[          , genome  3863] predictions:    9564/  10000 (95.64%), best:    9590/10000 (95.90%), error:      1374.00684, best error:      1323.27917 on epoch:    52, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 52.3698959351s, input_fired_time: 0.5271961689, output_fired_time: 0.4578605294, propagate_forward_time: 19.5782852173, propagate_backward_time: 29.3109359741, weight_update_time: 0.1224613190, other_time: 2.4956207275
epoch time: 4.2462611198s, input_fired_time: 0.0657612756, output_fired_time: 0.0000000000, propagate_forward_time: 3.7677180767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4127819538
validation[          , genome  3863] predictions:    9518/  10000 (95.18%), best:    9590/10000 (95.90%), error:      1498.57556, best error:      1323.27917 on epoch:    52, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 52.5352325439s, input_fired_time: 0.5320018530, output_fired_time: 0.4580259919, propagate_forward_time: 19.6810569763, propagate_backward_time: 29.3145923615, weight_update_time: 0.1234632581, other_time: 2.5495548248
epoch time: 4.4237070084s, input_fired_time: 0.0665471926, output_fired_time: 0.0000000000, propagate_forward_time: 3.9319660664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4251935482
validation[          , genome  3863] predictions:    9561/  10000 (95.61%), best:    9590/10000 (95.90%), error:      1410.40991, best error:      1323.27917 on epoch:    52, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 51.4367561340s, input_fired_time: 0.5188933611, output_fired_time: 0.4495484829, propagate_forward_time: 19.2496452332, propagate_backward_time: 28.8005752563, weight_update_time: 0.1194901392, other_time: 2.4180946350
epoch time: 4.4006185532s, input_fired_time: 0.0694056749, output_fired_time: 0.0000000000, propagate_forward_time: 3.8888785839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4423344135
validation[          , genome  3863] predictions:    9568/  10000 (95.68%), best:    9590/10000 (95.90%), error:      1381.63379, best error:      1323.27917 on epoch:    52, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 52.8007659912s, input_fired_time: 0.5314003229, output_fired_time: 0.4600444436, propagate_forward_time: 19.8612880707, propagate_backward_time: 29.4671611786, weight_update_time: 0.1230163202, other_time: 2.4808731079
epoch time: 4.4880456924s, input_fired_time: 0.0691317543, output_fired_time: 0.0000000000, propagate_forward_time: 3.9889080524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4300057888
validation[          , genome  3863] predictions:    9565/  10000 (95.65%), best:    9590/10000 (95.90%), error:      1443.62781, best error:      1323.27917 on epoch:    52, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 53.0320320129s, input_fired_time: 0.5322744250, output_fired_time: 0.4619403481, propagate_forward_time: 19.9208717346, propagate_backward_time: 29.5942859650, weight_update_time: 0.1238903031, other_time: 2.5226573944
epoch time: 4.5316634178s, input_fired_time: 0.0702110678, output_fired_time: 0.0000000000, propagate_forward_time: 4.0157222748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4457302094
validation[          , genome  3863] predictions:    9577/  10000 (95.77%), best:    9590/10000 (95.90%), error:      1333.67151, best error:      1323.27917 on epoch:    52, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 52.7357292175s, input_fired_time: 0.5342742801, output_fired_time: 0.4595968425, propagate_forward_time: 19.8109874725, propagate_backward_time: 29.4240455627, weight_update_time: 0.1230086088, other_time: 2.5068225861
epoch time: 4.4868111610s, input_fired_time: 0.0667478889, output_fired_time: 0.0000000000, propagate_forward_time: 4.0012350082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4188284874
validation[          , genome  3863] predictions:    9583/  10000 (95.83%), best:    9590/10000 (95.90%), error:      1353.96960, best error:      1323.27917 on epoch:    52, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 52.6853179932s, input_fired_time: 0.5292443037, output_fired_time: 0.4591458142, propagate_forward_time: 19.7594470978, propagate_backward_time: 29.4389247894, weight_update_time: 0.1234678850, other_time: 2.4985580444
epoch time: 4.2344560623s, input_fired_time: 0.0650152862, output_fired_time: 0.0000000000, propagate_forward_time: 3.7588682175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4105725288
validation[          , genome  3863] predictions:    9574/  10000 (95.74%), best:    9574/10000 (95.74%), error:      1322.97815, best error:      1322.97815 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 52.4874954224s, input_fired_time: 0.5327584147, output_fired_time: 0.4580986798, propagate_forward_time: 19.6853523254, propagate_backward_time: 29.2899665833, weight_update_time: 0.1230751947, other_time: 2.5213203430
epoch time: 4.5133938789s, input_fired_time: 0.0693130195, output_fired_time: 0.0000000000, propagate_forward_time: 4.0127992630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4312815666
validation[          , genome  3863] predictions:    9594/  10000 (95.94%), best:    9594/10000 (95.94%), error:      1308.05078, best error:      1308.05078 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 52.8155059814s, input_fired_time: 0.5327379704, output_fired_time: 0.4612940550, propagate_forward_time: 19.8468990326, propagate_backward_time: 29.4887104034, weight_update_time: 0.1227034926, other_time: 2.4858665466
epoch time: 4.4931745529s, input_fired_time: 0.0690872148, output_fired_time: 0.0000000000, propagate_forward_time: 3.9938945770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4301929474
validation[          , genome  3863] predictions:    9568/  10000 (95.68%), best:    9594/10000 (95.94%), error:      1372.46790, best error:      1308.05078 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 52.9209823608s, input_fired_time: 0.5297298431, output_fired_time: 0.4608287215, propagate_forward_time: 19.8861141205, propagate_backward_time: 29.5745811462, weight_update_time: 0.1224096045, other_time: 2.4697303772
epoch time: 4.5159506798s, input_fired_time: 0.0687201247, output_fired_time: 0.0000000000, propagate_forward_time: 4.0107011795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4365291595
validation[          , genome  3863] predictions:    9580/  10000 (95.80%), best:    9594/10000 (95.94%), error:      1320.84131, best error:      1308.05078 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 52.4061737061s, input_fired_time: 0.5284506679, output_fired_time: 0.4558549225, propagate_forward_time: 19.6655540466, propagate_backward_time: 29.2764110565, weight_update_time: 0.1232011542, other_time: 2.4799022675
epoch time: 4.3514595032s, input_fired_time: 0.0662435666, output_fired_time: 0.0000000000, propagate_forward_time: 3.8647785187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4204373360
validation[          , genome  3863] predictions:    9520/  10000 (95.20%), best:    9594/10000 (95.94%), error:      1515.34387, best error:      1308.05078 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 52.4498291016s, input_fired_time: 0.5307235122, output_fired_time: 0.4589027166, propagate_forward_time: 19.6469478607, propagate_backward_time: 29.3015041351, weight_update_time: 0.1233645380, other_time: 2.5117492676
epoch time: 4.4444980621s, input_fired_time: 0.0683698952, output_fired_time: 0.0000000000, propagate_forward_time: 3.9465796947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4295485020
validation[          , genome  3863] predictions:    9553/  10000 (95.53%), best:    9594/10000 (95.94%), error:      1445.72449, best error:      1308.05078 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 52.6312484741s, input_fired_time: 0.5297017694, output_fired_time: 0.4580663443, propagate_forward_time: 19.7118072510, propagate_backward_time: 29.4301528931, weight_update_time: 0.1229082793, other_time: 2.5015220642
epoch time: 4.4837875366s, input_fired_time: 0.0677007288, output_fired_time: 0.0000000000, propagate_forward_time: 3.9950871468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4209995270
validation[          , genome  3863] predictions:    9585/  10000 (95.85%), best:    9594/10000 (95.94%), error:      1374.78064, best error:      1308.05078 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 52.1972694397s, input_fired_time: 0.5284833908, output_fired_time: 0.4585555196, propagate_forward_time: 19.4838504791, propagate_backward_time: 29.2239627838, weight_update_time: 0.1231335923, other_time: 2.5024147034
epoch time: 4.5323295593s, input_fired_time: 0.0708438978, output_fired_time: 0.0000000000, propagate_forward_time: 4.0097079277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4517779350
validation[          , genome  3863] predictions:    9549/  10000 (95.49%), best:    9594/10000 (95.94%), error:      1429.42468, best error:      1308.05078 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 52.5121002197s, input_fired_time: 0.5315734744, output_fired_time: 0.4572780430, propagate_forward_time: 19.7031822205, propagate_backward_time: 29.3366298676, weight_update_time: 0.1225130111, other_time: 2.4834346771
epoch time: 4.5035829544s, input_fired_time: 0.0683422685, output_fired_time: 0.0000000000, propagate_forward_time: 4.0064425468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4287981987
validation[          , genome  3863] predictions:    9582/  10000 (95.82%), best:    9594/10000 (95.94%), error:      1407.06409, best error:      1308.05078 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 52.4440841675s, input_fired_time: 0.5297095180, output_fired_time: 0.4565845132, propagate_forward_time: 19.6609840393, propagate_backward_time: 29.3289966583, weight_update_time: 0.1216242015, other_time: 2.4678096771
epoch time: 4.3975372314s, input_fired_time: 0.0685455352, output_fired_time: 0.0000000000, propagate_forward_time: 3.8924660683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4365258217
validation[          , genome  3863] predictions:    9462/  10000 (94.62%), best:    9594/10000 (95.94%), error:      1697.49084, best error:      1308.05078 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 53.0543212891s, input_fired_time: 0.5392438173, output_fired_time: 0.4638529420, propagate_forward_time: 19.9264793396, propagate_backward_time: 29.5757045746, weight_update_time: 0.1250924766, other_time: 2.5490398407
epoch time: 4.5071797371s, input_fired_time: 0.0710860789, output_fired_time: 0.0000000000, propagate_forward_time: 3.9809124470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4551813602
validation[          , genome  3863] predictions:    9600/  10000 (96.00%), best:    9600/10000 (96.00%), error:      1290.03809, best error:      1290.03809 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 53.0813026428s, input_fired_time: 0.5285284519, output_fired_time: 0.4595446289, propagate_forward_time: 20.0316658020, propagate_backward_time: 29.6596927643, weight_update_time: 0.1199227348, other_time: 2.4018688202
epoch time: 4.5413980484s, input_fired_time: 0.0704337880, output_fired_time: 0.0000000000, propagate_forward_time: 4.0283865929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4425778389
validation[          , genome  3863] predictions:    9593/  10000 (95.93%), best:    9600/10000 (96.00%), error:      1327.59399, best error:      1290.03809 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 52.5975799561s, input_fired_time: 0.5276072621, output_fired_time: 0.4574957192, propagate_forward_time: 19.8303413391, propagate_backward_time: 29.3620643616, weight_update_time: 0.1190226972, other_time: 2.4200706482
epoch time: 4.4922885895s, input_fired_time: 0.0688220188, output_fired_time: 0.0000000000, propagate_forward_time: 3.9948866367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4285800457
validation[          , genome  3863] predictions:    9569/  10000 (95.69%), best:    9600/10000 (96.00%), error:      1331.46643, best error:      1290.03809 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 52.6731987000s, input_fired_time: 0.5296580195, output_fired_time: 0.4586263299, propagate_forward_time: 19.8570842743, propagate_backward_time: 29.4151554108, weight_update_time: 0.1192705631, other_time: 2.4126739502
epoch time: 4.5298099518s, input_fired_time: 0.0676751286, output_fired_time: 0.0000000000, propagate_forward_time: 4.0534086227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4087262154
validation[          , genome  3863] predictions:    9583/  10000 (95.83%), best:    9600/10000 (96.00%), error:      1368.37463, best error:      1290.03809 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 53.7200775146s, input_fired_time: 0.5358201265, output_fired_time: 0.4661696255, propagate_forward_time: 20.2984733582, propagate_backward_time: 30.0111045837, weight_update_time: 0.1198296472, other_time: 2.4085083008
epoch time: 4.6453890800s, input_fired_time: 0.0707773343, output_fired_time: 0.0000000000, propagate_forward_time: 4.1335606575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4410510063
validation[          , genome  3863] predictions:    9581/  10000 (95.81%), best:    9600/10000 (96.00%), error:      1351.60547, best error:      1290.03809 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 53.4336700439s, input_fired_time: 0.5369137526, output_fired_time: 0.4633170366, propagate_forward_time: 20.1194477081, propagate_backward_time: 29.8886508942, weight_update_time: 0.1199637651, other_time: 2.4253368378
epoch time: 4.4999976158s, input_fired_time: 0.0689627975, output_fired_time: 0.0000000000, propagate_forward_time: 4.0029468536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4280881882
validation[          , genome  3863] predictions:    9578/  10000 (95.78%), best:    9600/10000 (96.00%), error:      1395.30481, best error:      1290.03809 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 52.9139022827s, input_fired_time: 0.5335173607, output_fired_time: 0.4580247402, propagate_forward_time: 19.9056606293, propagate_backward_time: 29.6214733124, weight_update_time: 0.1193606481, other_time: 2.3952274323
epoch time: 4.4955868721s, input_fired_time: 0.0686371773, output_fired_time: 0.0000000000, propagate_forward_time: 4.0014967918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4254527092
validation[          , genome  3863] predictions:    9592/  10000 (95.92%), best:    9600/10000 (96.00%), error:      1310.00586, best error:      1290.03809 on epoch:    84, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 53.5928916931s, input_fired_time: 0.5461498499, output_fired_time: 0.4645082653, propagate_forward_time: 20.1887378693, propagate_backward_time: 29.9596195221, weight_update_time: 0.1206784919, other_time: 2.4338741302
epoch time: 4.5070571899s, input_fired_time: 0.0678732768, output_fired_time: 0.0000000000, propagate_forward_time: 4.0254006386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4137830734
validation[          , genome  3863] predictions:    9553/  10000 (95.53%), best:    9600/10000 (96.00%), error:      1408.74841, best error:      1290.03809 on epoch:    84, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 53.1384544373s, input_fired_time: 0.5347626209, output_fired_time: 0.4595642388, propagate_forward_time: 20.0097694397, propagate_backward_time: 29.6834392548, weight_update_time: 0.1217153445, other_time: 2.4509181976
epoch time: 4.5367150307s, input_fired_time: 0.0702474117, output_fired_time: 0.0000000000, propagate_forward_time: 4.0375971794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4288706779
validation[          , genome  3863] predictions:    9586/  10000 (95.86%), best:    9600/10000 (96.00%), error:      1340.73254, best error:      1290.03809 on epoch:    84, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 53.2355918884s, input_fired_time: 0.5350103378, output_fired_time: 0.4608508646, propagate_forward_time: 19.9964981079, propagate_backward_time: 29.8032627106, weight_update_time: 0.1269716173, other_time: 2.4399700165
epoch time: 4.5031337738s, input_fired_time: 0.0694430545, output_fired_time: 0.0000000000, propagate_forward_time: 4.0030059814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4306845665
validation[          , genome  3863] predictions:    9539/  10000 (95.39%), best:    9600/10000 (96.00%), error:      1406.69873, best error:      1290.03809 on epoch:    84, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 52.2983665466s, input_fired_time: 0.5296368599, output_fired_time: 0.4525979757, propagate_forward_time: 19.6540718079, propagate_backward_time: 29.2861156464, weight_update_time: 0.1179178208, other_time: 2.3759441376
epoch time: 4.4595589638s, input_fired_time: 0.0684743449, output_fired_time: 0.0000000000, propagate_forward_time: 3.9734001160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4176845551
validation[          , genome  3863] predictions:    9532/  10000 (95.32%), best:    9600/10000 (96.00%), error:      1504.59045, best error:      1290.03809 on epoch:    84, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 52.7855834961s, input_fired_time: 0.5297240019, output_fired_time: 0.4591834545, propagate_forward_time: 19.8476715088, propagate_backward_time: 29.5325450897, weight_update_time: 0.1190467626, other_time: 2.4164600372
epoch time: 4.3447136879s, input_fired_time: 0.0672639981, output_fired_time: 0.0000000000, propagate_forward_time: 3.8642504215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4131991863
validation[          , genome  3863] predictions:    9595/  10000 (95.95%), best:    9600/10000 (96.00%), error:      1323.81177, best error:      1290.03809 on epoch:    84, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 52.4813003540s, input_fired_time: 0.5290293097, output_fired_time: 0.4563429356, propagate_forward_time: 19.7190380096, propagate_backward_time: 29.3736133575, weight_update_time: 0.1183561087, other_time: 2.4032745361
epoch time: 4.4695801735s, input_fired_time: 0.0687917918, output_fired_time: 0.0000000000, propagate_forward_time: 3.9840958118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4166924953
validation[          , genome  3863] predictions:    9587/  10000 (95.87%), best:    9600/10000 (96.00%), error:      1331.20361, best error:      1290.03809 on epoch:    84, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 52.8240127563s, input_fired_time: 0.5311459303, output_fired_time: 0.4564519227, propagate_forward_time: 19.9077243805, propagate_backward_time: 29.5249881744, weight_update_time: 0.1193242669, other_time: 2.4037017822
epoch time: 4.4203877449s, input_fired_time: 0.0674406290, output_fired_time: 0.0000000000, propagate_forward_time: 3.9417304993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4112167358
validation[          , genome  3863] predictions:    9550/  10000 (95.50%), best:    9600/10000 (96.00%), error:      1420.52295, best error:      1290.03809 on epoch:    84, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 52.5440788269s, input_fired_time: 0.5268067122, output_fired_time: 0.4542502165, propagate_forward_time: 19.7213249207, propagate_backward_time: 29.4721794128, weight_update_time: 0.1180396080, other_time: 2.3695182800
epoch time: 4.4870834351s, input_fired_time: 0.0692223981, output_fired_time: 0.0000000000, propagate_forward_time: 3.9925272465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4253337383
validation[          , genome  3863] predictions:    9585/  10000 (95.85%), best:    9600/10000 (96.00%), error:      1337.47241, best error:      1290.03809 on epoch:    84, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 52.6407546997s, input_fired_time: 0.5309903026, output_fired_time: 0.4591278434, propagate_forward_time: 19.8399963379, propagate_backward_time: 29.4178104401, weight_update_time: 0.1188992932, other_time: 2.3928279877
epoch time: 4.4432330132s, input_fired_time: 0.0684564263, output_fired_time: 0.0000000000, propagate_forward_time: 3.9536709785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211053848
validation[          , genome  3863] predictions:    9561/  10000 (95.61%), best:    9600/10000 (96.00%), error:      1443.91760, best error:      1290.03809 on epoch:    84, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 52.6652488708s, input_fired_time: 0.5315861106, output_fired_time: 0.4581555724, propagate_forward_time: 19.8284854889, propagate_backward_time: 29.4487228394, weight_update_time: 0.1184277907, other_time: 2.3982982635
epoch time: 4.4505338669s, input_fired_time: 0.0691035911, output_fired_time: 0.0000000000, propagate_forward_time: 3.9519035816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4295265675
validation[          , genome  3863] predictions:    9582/  10000 (95.82%), best:    9600/10000 (96.00%), error:      1318.08423, best error:      1290.03809 on epoch:    84, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 22.6279964447s, input_fired_time: 0.3464256525, output_fired_time: 0.0000000000, propagate_forward_time: 19.9894504547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2921199799
best training[          , genome  3863] predictions:   48838/  50000 (97.68%), best:    9600/10000 (96.00%), error:      4157.04346, best error:      1290.03809 on epoch:    84, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 4.4520020485s, input_fired_time: 0.0666915774, output_fired_time: 0.0000000000, propagate_forward_time: 3.9717557430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4135549068
   testing[          , genome  3863] predictions:    9632/  10000 (96.32%), best:    9600/10000 (96.00%), error:      1233.24268, best error:      1290.03809 on epoch:    84, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:38:45 (5332): called boinc_finish(0)

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