Nameexact_genome_1512568488_41_3533_0
Workunit2588925
Created7 Dec 2017, 5:17:37 UTC
Sent7 Dec 2017, 5:20:38 UTC
Report deadline10 Dec 2017, 22:30:19 UTC
Received7 Dec 2017, 7:17:46 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time1 hours 56 min 45 sec
CPU time1 hours 56 min 23 sec
Validate stateValid
Credit928.77
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.30 MB
Peak swap size156.11 MB
Peak disk usage1.50 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
_time: 0.0000000000, propagate_forward_time: 4.8608937263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4279317856
validation[          , genome  3533] predictions:    9332/  10000 (93.32%), best:    9494/10000 (94.94%), error:      2175.89160, best error:      1769.15527 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 62.5297279358s, input_fired_time: 0.6256534457, output_fired_time: 0.5634481907, propagate_forward_time: 23.8271541595, propagate_backward_time: 35.1475410461, weight_update_time: 0.1206882372, other_time: 2.3659324646
epoch time: 5.3859362602s, input_fired_time: 0.0813409239, output_fired_time: 0.0000000000, propagate_forward_time: 4.8726954460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4319000244
validation[          , genome  3533] predictions:    9471/  10000 (94.71%), best:    9494/10000 (94.94%), error:      1843.65857, best error:      1769.15527 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 63.3243904114s, input_fired_time: 0.6300861239, output_fired_time: 0.5726746321, propagate_forward_time: 24.0484542847, propagate_backward_time: 35.6690406799, weight_update_time: 0.1215560436, other_time: 2.4041366577
epoch time: 5.2308716774s, input_fired_time: 0.0796733648, output_fired_time: 0.0000000000, propagate_forward_time: 4.7153897285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4358086586
validation[          , genome  3533] predictions:    9360/  10000 (93.60%), best:    9494/10000 (94.94%), error:      2241.70776, best error:      1769.15527 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 63.6226844788s, input_fired_time: 0.6330005527, output_fired_time: 0.5723171830, propagate_forward_time: 24.2117652893, propagate_backward_time: 35.8060646057, weight_update_time: 0.1223230287, other_time: 2.3995361328
epoch time: 5.3648738861s, input_fired_time: 0.0799395815, output_fired_time: 0.0000000000, propagate_forward_time: 4.8614783287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4234561920
validation[          , genome  3533] predictions:    9272/  10000 (92.72%), best:    9494/10000 (94.94%), error:      2548.21362, best error:      1769.15527 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 63.2855110168s, input_fired_time: 0.6325564384, output_fired_time: 0.5690605640, propagate_forward_time: 24.0515499115, propagate_backward_time: 35.6199417114, weight_update_time: 0.1221504733, other_time: 2.4123992920
epoch time: 5.3836622238s, input_fired_time: 0.0799406096, output_fired_time: 0.0000000000, propagate_forward_time: 4.8785705566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4251508713
validation[          , genome  3533] predictions:    9505/  10000 (95.05%), best:    9505/10000 (95.05%), error:      1689.14783, best error:      1689.14783 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 63.0767173767s, input_fired_time: 0.6296405792, output_fired_time: 0.5678462982, propagate_forward_time: 23.9787940979, propagate_backward_time: 35.4799804688, weight_update_time: 0.1222047433, other_time: 2.4204521179
epoch time: 5.4079942703s, input_fired_time: 0.0810716227, output_fired_time: 0.0000000000, propagate_forward_time: 4.8892240524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4376983643
validation[          , genome  3533] predictions:    9459/  10000 (94.59%), best:    9505/10000 (95.05%), error:      1810.73267, best error:      1689.14783 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 63.7876434326s, input_fired_time: 0.6325415969, output_fired_time: 0.5752130151, propagate_forward_time: 24.2889957428, propagate_backward_time: 35.8913269043, weight_update_time: 0.1225273386, other_time: 2.3995666504
epoch time: 5.3774118423s, input_fired_time: 0.0794475377, output_fired_time: 0.0000000000, propagate_forward_time: 4.8703060150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4276580811
validation[          , genome  3533] predictions:    9308/  10000 (93.08%), best:    9505/10000 (95.05%), error:      2334.93823, best error:      1689.14783 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 63.7246513367s, input_fired_time: 0.6303348541, output_fired_time: 0.5739429593, propagate_forward_time: 24.2753086090, propagate_backward_time: 35.8652000427, weight_update_time: 0.1219139397, other_time: 2.3798637390
epoch time: 5.3763537407s, input_fired_time: 0.0804341882, output_fired_time: 0.0000000000, propagate_forward_time: 4.8656735420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4302458763
validation[          , genome  3533] predictions:    9376/  10000 (93.76%), best:    9505/10000 (95.05%), error:      2123.40674, best error:      1689.14783 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 63.8053817749s, input_fired_time: 0.6303685904, output_fired_time: 0.5730561614, propagate_forward_time: 24.3283824921, propagate_backward_time: 35.8807792664, weight_update_time: 0.1227899119, other_time: 2.3927955627
epoch time: 5.3662576675s, input_fired_time: 0.0792893395, output_fired_time: 0.0000000000, propagate_forward_time: 4.8680987358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4188694954
validation[          , genome  3533] predictions:    9497/  10000 (94.97%), best:    9505/10000 (95.05%), error:      1706.29688, best error:      1689.14783 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 63.8836135864s, input_fired_time: 0.6353594065, output_fired_time: 0.5746139884, propagate_forward_time: 24.3277873993, propagate_backward_time: 35.9273109436, weight_update_time: 0.1235646009, other_time: 2.4185371399
epoch time: 5.3820858002s, input_fired_time: 0.0805432275, output_fired_time: 0.0000000000, propagate_forward_time: 4.8803153038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4212274551
validation[          , genome  3533] predictions:    9498/  10000 (94.98%), best:    9505/10000 (95.05%), error:      1778.08716, best error:      1689.14783 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 63.6560707092s, input_fired_time: 0.6288102865, output_fired_time: 0.5737589002, propagate_forward_time: 24.2558174133, propagate_backward_time: 35.8195838928, weight_update_time: 0.1217505857, other_time: 2.3781013489
epoch time: 5.4018850327s, input_fired_time: 0.0819461048, output_fired_time: 0.0000000000, propagate_forward_time: 4.8863787651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4335603714
validation[          , genome  3533] predictions:    9200/  10000 (92.00%), best:    9505/10000 (95.05%), error:      2604.13940, best error:      1689.14783 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 63.6700744629s, input_fired_time: 0.6309558153, output_fired_time: 0.5727356672, propagate_forward_time: 24.2769775391, propagate_backward_time: 35.7957305908, weight_update_time: 0.1229937524, other_time: 2.3936767578
epoch time: 5.1942749023s, input_fired_time: 0.0791792497, output_fired_time: 0.0000000000, propagate_forward_time: 4.6924886703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4226069450
validation[          , genome  3533] predictions:    9339/  10000 (93.39%), best:    9505/10000 (95.05%), error:      2258.92603, best error:      1689.14783 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 64.0644454956s, input_fired_time: 0.6353595257, output_fired_time: 0.5767062306, propagate_forward_time: 24.4063377380, propagate_backward_time: 36.0204353333, weight_update_time: 0.1242834851, other_time: 2.4256057739
epoch time: 5.3923621178s, input_fired_time: 0.0802171081, output_fired_time: 0.0000000000, propagate_forward_time: 4.8800234795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4321217537
validation[          , genome  3533] predictions:    9462/  10000 (94.62%), best:    9505/10000 (95.05%), error:      1812.89539, best error:      1689.14783 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 63.3644065857s, input_fired_time: 0.6315040588, output_fired_time: 0.5692583919, propagate_forward_time: 24.1307258606, propagate_backward_time: 35.6049156189, weight_update_time: 0.1245681718, other_time: 2.4280014038
epoch time: 5.3649315834s, input_fired_time: 0.0788413361, output_fired_time: 0.0000000000, propagate_forward_time: 4.8634867668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4226036072
validation[          , genome  3533] predictions:    9429/  10000 (94.29%), best:    9505/10000 (95.05%), error:      1892.53174, best error:      1689.14783 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 63.5160293579s, input_fired_time: 0.6321198344, output_fired_time: 0.5727394819, propagate_forward_time: 24.1995449066, propagate_backward_time: 35.6989021301, weight_update_time: 0.1232809797, other_time: 2.4127235413
epoch time: 5.3596386909s, input_fired_time: 0.0813737065, output_fired_time: 0.0000000000, propagate_forward_time: 4.8416624069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4366025925
validation[          , genome  3533] predictions:    9544/  10000 (95.44%), best:    9544/10000 (95.44%), error:      1610.75293, best error:      1610.75293 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 62.7410926819s, input_fired_time: 0.6294401288, output_fired_time: 0.5650771856, propagate_forward_time: 23.8699703217, propagate_backward_time: 35.2923278809, weight_update_time: 0.1213947535, other_time: 2.3842773438
epoch time: 5.4029660225s, input_fired_time: 0.0809497759, output_fired_time: 0.0000000000, propagate_forward_time: 4.8879184723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4340977669
validation[          , genome  3533] predictions:    9540/  10000 (95.40%), best:    9540/10000 (95.40%), error:      1569.11877, best error:      1569.11877 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 62.9458923340s, input_fired_time: 0.6260361075, output_fired_time: 0.5663301945, propagate_forward_time: 23.8724975586, propagate_backward_time: 35.4736862183, weight_update_time: 0.1225411221, other_time: 2.4073410034
epoch time: 5.3629789352s, input_fired_time: 0.0796841085, output_fired_time: 0.0000000000, propagate_forward_time: 4.8656668663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4176278114
validation[          , genome  3533] predictions:    9472/  10000 (94.72%), best:    9540/10000 (95.40%), error:      1809.03735, best error:      1569.11877 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 63.4891128540s, input_fired_time: 0.6309868097, output_fired_time: 0.5721100569, propagate_forward_time: 24.1472091675, propagate_backward_time: 35.7469406128, weight_update_time: 0.1218217686, other_time: 2.3918685913
epoch time: 5.2596020699s, input_fired_time: 0.0806993842, output_fired_time: 0.0000000000, propagate_forward_time: 4.7529621124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4259405136
validation[          , genome  3533] predictions:    9494/  10000 (94.94%), best:    9540/10000 (95.40%), error:      1767.41235, best error:      1569.11877 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 63.9521751404s, input_fired_time: 0.6353310347, output_fired_time: 0.5748038292, propagate_forward_time: 24.3482131958, propagate_backward_time: 35.9761543274, weight_update_time: 0.1237289459, other_time: 2.4176750183
epoch time: 5.3390932083s, input_fired_time: 0.0800322592, output_fired_time: 0.0000000000, propagate_forward_time: 4.8364353180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4226255417
validation[          , genome  3533] predictions:    9538/  10000 (95.38%), best:    9540/10000 (95.40%), error:      1654.49622, best error:      1569.11877 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 62.8648872375s, input_fired_time: 0.6289771199, output_fired_time: 0.5682753325, propagate_forward_time: 23.8984527588, propagate_backward_time: 35.3767280579, weight_update_time: 0.1212518811, other_time: 2.3924522400
epoch time: 5.3420748711s, input_fired_time: 0.0806174576, output_fired_time: 0.0000000000, propagate_forward_time: 4.8319234848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4295339584
validation[          , genome  3533] predictions:    9248/  10000 (92.48%), best:    9540/10000 (95.40%), error:      2484.18408, best error:      1569.11877 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 63.4011306763s, input_fired_time: 0.6323902607, output_fired_time: 0.5733357668, propagate_forward_time: 24.1279144287, propagate_backward_time: 35.6665878296, weight_update_time: 0.1217249706, other_time: 2.4009017944
epoch time: 5.3995103836s, input_fired_time: 0.0799544305, output_fired_time: 0.0000000000, propagate_forward_time: 4.9063949585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4131608009
validation[          , genome  3533] predictions:    9488/  10000 (94.88%), best:    9540/10000 (95.40%), error:      1763.66882, best error:      1569.11877 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 63.0104179382s, input_fired_time: 0.6286715865, output_fired_time: 0.5671830177, propagate_forward_time: 23.9300041199, propagate_backward_time: 35.4786453247, weight_update_time: 0.1229066849, other_time: 2.4059143066
epoch time: 5.3553104401s, input_fired_time: 0.0804152414, output_fired_time: 0.0000000000, propagate_forward_time: 4.8497891426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4251060486
validation[          , genome  3533] predictions:    9499/  10000 (94.99%), best:    9540/10000 (95.40%), error:      1723.52319, best error:      1569.11877 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 63.1756973267s, input_fired_time: 0.6323836446, output_fired_time: 0.5712246299, propagate_forward_time: 24.0258598328, propagate_backward_time: 35.5383529663, weight_update_time: 0.1230080649, other_time: 2.4078750610
epoch time: 5.3698348999s, input_fired_time: 0.0802391097, output_fired_time: 0.0000000000, propagate_forward_time: 4.8566331863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4329624176
validation[          , genome  3533] predictions:    8714/  10000 (87.14%), best:    9540/10000 (95.40%), error:      4237.90479, best error:      1569.11877 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

resetting weights to those on epoch: 29
epoch time: 63.1936416626s, input_fired_time: 0.6289547682, output_fired_time: 0.5704628229, propagate_forward_time: 23.9950809479, propagate_backward_time: 35.6142044067, weight_update_time: 0.1222242340, other_time: 2.3849411011
epoch time: 5.3686161041s, input_fired_time: 0.0807198510, output_fired_time: 0.0000000000, propagate_forward_time: 4.8666963577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211997986
validation[          , genome  3533] predictions:    9517/  10000 (95.17%), best:    9540/10000 (95.40%), error:      1690.08655, best error:      1569.11877 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 63.7302742004s, input_fired_time: 0.6343411803, output_fired_time: 0.5747480392, propagate_forward_time: 24.2857627869, propagate_backward_time: 35.8255996704, weight_update_time: 0.1230428591, other_time: 2.4098205566
epoch time: 5.3620781898s, input_fired_time: 0.0795064270, output_fired_time: 0.0000000000, propagate_forward_time: 4.8646078110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4179639816
validation[          , genome  3533] predictions:    9555/  10000 (95.55%), best:    9555/10000 (95.55%), error:      1565.91650, best error:      1565.91650 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 63.5671005249s, input_fired_time: 0.6325607896, output_fired_time: 0.5705965161, propagate_forward_time: 24.1465244293, propagate_backward_time: 35.8094062805, weight_update_time: 0.1228769869, other_time: 2.4080162048
epoch time: 5.1055617332s, input_fired_time: 0.0775464997, output_fired_time: 0.0000000000, propagate_forward_time: 4.6126418114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4153733253
validation[          , genome  3533] predictions:    9455/  10000 (94.55%), best:    9555/10000 (95.55%), error:      1914.21350, best error:      1565.91650 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 63.4551849365s, input_fired_time: 0.6343003511, output_fired_time: 0.5680661201, propagate_forward_time: 24.1682815552, propagate_backward_time: 35.6814880371, weight_update_time: 0.1229225099, other_time: 2.4030494690
epoch time: 5.3795642853s, input_fired_time: 0.0797173604, output_fired_time: 0.0000000000, propagate_forward_time: 4.8775782585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4222688675
validation[          , genome  3533] predictions:    9515/  10000 (95.15%), best:    9555/10000 (95.55%), error:      1700.79541, best error:      1565.91650 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 62.4353446960s, input_fired_time: 0.6286429763, output_fired_time: 0.5643309951, propagate_forward_time: 23.6711177826, propagate_backward_time: 35.1462478638, weight_update_time: 0.1218924522, other_time: 2.4250030518
epoch time: 5.3776206970s, input_fired_time: 0.0809728280, output_fired_time: 0.0000000000, propagate_forward_time: 4.8721456528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4245023727
validation[          , genome  3533] predictions:    9514/  10000 (95.14%), best:    9555/10000 (95.55%), error:      1574.53650, best error:      1565.91650 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 63.3714027405s, input_fired_time: 0.6382353306, output_fired_time: 0.5705837607, propagate_forward_time: 24.0764503479, propagate_backward_time: 35.6328353882, weight_update_time: 0.1243044212, other_time: 2.4532966614
epoch time: 5.3120326996s, input_fired_time: 0.0814822614, output_fired_time: 0.0000000000, propagate_forward_time: 4.8026943207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278559685
validation[          , genome  3533] predictions:    9564/  10000 (95.64%), best:    9564/10000 (95.64%), error:      1526.83765, best error:      1526.83765 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 63.5250549316s, input_fired_time: 0.6334912777, output_fired_time: 0.5714241266, propagate_forward_time: 24.1538524628, propagate_backward_time: 35.7641029358, weight_update_time: 0.1231432334, other_time: 2.4021873474
epoch time: 5.3564205170s, input_fired_time: 0.0812318698, output_fired_time: 0.0000000000, propagate_forward_time: 4.8428077698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4323806763
validation[          , genome  3533] predictions:    9538/  10000 (95.38%), best:    9564/10000 (95.64%), error:      1547.37524, best error:      1526.83765 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 63.3890647888s, input_fired_time: 0.6386986971, output_fired_time: 0.5713111758, propagate_forward_time: 24.0325832367, propagate_backward_time: 35.7145195007, weight_update_time: 0.1236823499, other_time: 2.4319496155
epoch time: 5.3846297264s, input_fired_time: 0.0818703473, output_fired_time: 0.0000000000, propagate_forward_time: 4.8749079704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278512001
validation[          , genome  3533] predictions:    9558/  10000 (95.58%), best:    9558/10000 (95.58%), error:      1500.93457, best error:      1500.93457 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 63.9429130554s, input_fired_time: 0.6407272220, output_fired_time: 0.5763781667, propagate_forward_time: 24.3527774811, propagate_backward_time: 35.9545745850, weight_update_time: 0.1235374287, other_time: 2.4184570313
epoch time: 5.2617640495s, input_fired_time: 0.0798433423, output_fired_time: 0.0000000000, propagate_forward_time: 4.7522912025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4296293259
validation[          , genome  3533] predictions:    9565/  10000 (95.65%), best:    9558/10000 (95.58%), error:      1514.06409, best error:      1500.93457 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 63.5711784363s, input_fired_time: 0.6414409280, output_fired_time: 0.5738928318, propagate_forward_time: 24.1613578796, propagate_backward_time: 35.7581863403, weight_update_time: 0.1240013391, other_time: 2.4362983704
epoch time: 5.3642506599s, input_fired_time: 0.0814888999, output_fired_time: 0.0000000000, propagate_forward_time: 4.8503999710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4323616028
validation[          , genome  3533] predictions:    9500/  10000 (95.00%), best:    9558/10000 (95.58%), error:      1794.16162, best error:      1500.93457 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 63.6700439453s, input_fired_time: 0.6367820501, output_fired_time: 0.5735732913, propagate_forward_time: 24.2100715637, propagate_backward_time: 35.8160591125, weight_update_time: 0.1234657839, other_time: 2.4335556030
epoch time: 5.3821401596s, input_fired_time: 0.0808340460, output_fired_time: 0.0000000000, propagate_forward_time: 4.8808517456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4204545021
validation[          , genome  3533] predictions:    9448/  10000 (94.48%), best:    9558/10000 (95.58%), error:      1806.33826, best error:      1500.93457 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 63.7897796631s, input_fired_time: 0.6370668411, output_fired_time: 0.5760034919, propagate_forward_time: 24.3205070496, propagate_backward_time: 35.8837890625, weight_update_time: 0.1222948283, other_time: 2.3724136353
epoch time: 5.3433294296s, input_fired_time: 0.0805386230, output_fired_time: 0.0000000000, propagate_forward_time: 4.8400006294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227900505
validation[          , genome  3533] predictions:    9516/  10000 (95.16%), best:    9558/10000 (95.58%), error:      1643.63318, best error:      1500.93457 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 63.6176223755s, input_fired_time: 0.6346579790, output_fired_time: 0.5722572803, propagate_forward_time: 24.1977920532, propagate_backward_time: 35.8209877014, weight_update_time: 0.1225708053, other_time: 2.3919258118
epoch time: 5.3942537308s, input_fired_time: 0.0806338564, output_fired_time: 0.0000000000, propagate_forward_time: 4.8975992203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4160208702
validation[          , genome  3533] predictions:    9422/  10000 (94.22%), best:    9558/10000 (95.58%), error:      1969.76013, best error:      1500.93457 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 63.5625343323s, input_fired_time: 0.6363759637, output_fired_time: 0.5738084912, propagate_forward_time: 24.1736583710, propagate_backward_time: 35.7631454468, weight_update_time: 0.1231033057, other_time: 2.4155502319
epoch time: 5.3698720932s, input_fired_time: 0.0816870406, output_fired_time: 0.0000000000, propagate_forward_time: 4.8643383980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4238467216
validation[          , genome  3533] predictions:    9576/  10000 (95.76%), best:    9558/10000 (95.58%), error:      1527.61633, best error:      1500.93457 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 63.3351211548s, input_fired_time: 0.6360432506, output_fired_time: 0.5700858831, propagate_forward_time: 24.0492458344, propagate_backward_time: 35.6905784607, weight_update_time: 0.1210983098, other_time: 2.3891639709
epoch time: 5.3397283554s, input_fired_time: 0.0804556981, output_fired_time: 0.0000000000, propagate_forward_time: 4.8382363319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4210362434
validation[          , genome  3533] predictions:    9543/  10000 (95.43%), best:    9558/10000 (95.58%), error:      1541.99353, best error:      1500.93457 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 63.2762947083s, input_fired_time: 0.6333889961, output_fired_time: 0.5696653724, propagate_forward_time: 24.1233177185, propagate_backward_time: 35.5540580750, weight_update_time: 0.1223368198, other_time: 2.3958663940
epoch time: 5.3273024559s, input_fired_time: 0.0804859027, output_fired_time: 0.0000000000, propagate_forward_time: 4.8237862587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4230303764
validation[          , genome  3533] predictions:    9479/  10000 (94.79%), best:    9558/10000 (95.58%), error:      1735.19824, best error:      1500.93457 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 62.7815246582s, input_fired_time: 0.6358838081, output_fired_time: 0.5678827167, propagate_forward_time: 23.8637332916, propagate_backward_time: 35.2727775574, weight_update_time: 0.1230751202, other_time: 2.4412498474
epoch time: 5.3372440338s, input_fired_time: 0.0807859451, output_fired_time: 0.0000000000, propagate_forward_time: 4.8350224495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4214358330
validation[          , genome  3533] predictions:    9557/  10000 (95.57%), best:    9557/10000 (95.57%), error:      1487.39868, best error:      1487.39868 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 63.7385063171s, input_fired_time: 0.6384394765, output_fired_time: 0.5766798854, propagate_forward_time: 24.2560348511, propagate_backward_time: 35.8443183899, weight_update_time: 0.1236874908, other_time: 2.4230346680
epoch time: 5.3932785988s, input_fired_time: 0.0813634396, output_fired_time: 0.0000000000, propagate_forward_time: 4.8846673965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4272480011
validation[          , genome  3533] predictions:    9577/  10000 (95.77%), best:    9577/10000 (95.77%), error:      1477.95203, best error:      1477.95203 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 63.4252586365s, input_fired_time: 0.6391023397, output_fired_time: 0.5703922510, propagate_forward_time: 24.1536540985, propagate_backward_time: 35.6333160400, weight_update_time: 0.1229420006, other_time: 2.4287948608
epoch time: 5.3700428009s, input_fired_time: 0.0808028206, output_fired_time: 0.0000000000, propagate_forward_time: 4.8655972481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4236426353
validation[          , genome  3533] predictions:    9221/  10000 (92.21%), best:    9577/10000 (95.77%), error:      2766.00513, best error:      1477.95203 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 63.8018188477s, input_fired_time: 0.6398962140, output_fired_time: 0.5748082995, propagate_forward_time: 24.2267169952, propagate_backward_time: 35.9289016724, weight_update_time: 0.1239839345, other_time: 2.4314956665
epoch time: 5.3366136551s, input_fired_time: 0.0816091970, output_fired_time: 0.0000000000, propagate_forward_time: 4.8114771843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4435272217
validation[          , genome  3533] predictions:    9397/  10000 (93.97%), best:    9577/10000 (95.77%), error:      2152.44507, best error:      1477.95203 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 63.8130912781s, input_fired_time: 0.6499462724, output_fired_time: 0.5778120756, propagate_forward_time: 24.2142066956, propagate_backward_time: 35.8832931519, weight_update_time: 0.1250187159, other_time: 2.4878311157
epoch time: 5.3709549904s, input_fired_time: 0.0810623914, output_fired_time: 0.0000000000, propagate_forward_time: 4.8651409149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4247517586
validation[          , genome  3533] predictions:    9568/  10000 (95.68%), best:    9577/10000 (95.77%), error:      1505.82422, best error:      1477.95203 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 63.4730758667s, input_fired_time: 0.6373074055, output_fired_time: 0.5737612844, propagate_forward_time: 24.1515617371, propagate_backward_time: 35.7122955322, weight_update_time: 0.1225605905, other_time: 2.3981513977
epoch time: 5.3198413849s, input_fired_time: 0.0821959972, output_fired_time: 0.0000000000, propagate_forward_time: 4.8043007851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4333443642
validation[          , genome  3533] predictions:    9568/  10000 (95.68%), best:    9577/10000 (95.77%), error:      1523.90918, best error:      1477.95203 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 62.9176406860s, input_fired_time: 0.6366619468, output_fired_time: 0.5670971274, propagate_forward_time: 23.9434661865, propagate_backward_time: 35.3656616211, weight_update_time: 0.1228729039, other_time: 2.4047546387
epoch time: 5.3409996033s, input_fired_time: 0.0807301104, output_fired_time: 0.0000000000, propagate_forward_time: 4.8360557556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4242138863
validation[          , genome  3533] predictions:    9546/  10000 (95.46%), best:    9577/10000 (95.77%), error:      1579.65112, best error:      1477.95203 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 63.7415275574s, input_fired_time: 0.6402355433, output_fired_time: 0.5759041309, propagate_forward_time: 24.2419490814, propagate_backward_time: 35.8471641541, weight_update_time: 0.1244785339, other_time: 2.4362754822
epoch time: 5.4059090614s, input_fired_time: 0.0820807740, output_fired_time: 0.0000000000, propagate_forward_time: 4.8953361511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4284920692
validation[          , genome  3533] predictions:    9557/  10000 (95.57%), best:    9577/10000 (95.77%), error:      1506.32239, best error:      1477.95203 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 63.3039093018s, input_fired_time: 0.6386144757, output_fired_time: 0.5702656507, propagate_forward_time: 24.0424289703, propagate_backward_time: 35.6457366943, weight_update_time: 0.1225907430, other_time: 2.4068603516
epoch time: 5.3844523430s, input_fired_time: 0.0826572925, output_fired_time: 0.0000000000, propagate_forward_time: 4.8725347519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4292602539
validation[          , genome  3533] predictions:    9557/  10000 (95.57%), best:    9577/10000 (95.77%), error:      1514.22559, best error:      1477.95203 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 63.3383140564s, input_fired_time: 0.6387537122, output_fired_time: 0.5715893507, propagate_forward_time: 24.0483760834, propagate_backward_time: 35.6668357849, weight_update_time: 0.1221325025, other_time: 2.4127616882
epoch time: 5.3872399330s, input_fired_time: 0.0822031423, output_fired_time: 0.0000000000, propagate_forward_time: 4.8747658730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4302711487
validation[          , genome  3533] predictions:    9557/  10000 (95.57%), best:    9577/10000 (95.77%), error:      1492.63770, best error:      1477.95203 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 63.8339958191s, input_fired_time: 0.6449983716, output_fired_time: 0.5782523751, propagate_forward_time: 24.1709632874, propagate_backward_time: 35.9722366333, weight_update_time: 0.1242896095, other_time: 2.4675483704
epoch time: 5.3415417671s, input_fired_time: 0.0814202800, output_fired_time: 0.0000000000, propagate_forward_time: 4.8306708336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4294505119
validation[          , genome  3533] predictions:    9459/  10000 (94.59%), best:    9577/10000 (95.77%), error:      1812.54504, best error:      1477.95203 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 63.5410766602s, input_fired_time: 0.6417296529, output_fired_time: 0.5715584159, propagate_forward_time: 24.1609096527, propagate_backward_time: 35.7205085754, weight_update_time: 0.1240125820, other_time: 2.4463691711
epoch time: 5.3237347603s, input_fired_time: 0.0809625685, output_fired_time: 0.0000000000, propagate_forward_time: 4.8268599510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4159121513
validation[          , genome  3533] predictions:    9578/  10000 (95.78%), best:    9578/10000 (95.78%), error:      1469.00671, best error:      1469.00671 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 63.6888923645s, input_fired_time: 0.6384239793, output_fired_time: 0.5726016760, propagate_forward_time: 24.2461376190, propagate_backward_time: 35.8384704590, weight_update_time: 0.1230468974, other_time: 2.3932571411
epoch time: 5.2346472740s, input_fired_time: 0.0797818825, output_fired_time: 0.0000000000, propagate_forward_time: 4.7510018349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4038634300
validation[          , genome  3533] predictions:    9455/  10000 (94.55%), best:    9578/10000 (95.78%), error:      1871.85229, best error:      1469.00671 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 63.8190574646s, input_fired_time: 0.6385833025, output_fired_time: 0.5753559470, propagate_forward_time: 24.2981529236, propagate_backward_time: 35.9299774170, weight_update_time: 0.1223101914, other_time: 2.3769874573
epoch time: 5.3896722794s, input_fired_time: 0.0832593963, output_fired_time: 0.0000000000, propagate_forward_time: 4.8790864944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4273262024
validation[          , genome  3533] predictions:    9571/  10000 (95.71%), best:    9571/10000 (95.71%), error:      1460.80286, best error:      1460.80286 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 63.7681541443s, input_fired_time: 0.6451787353, output_fired_time: 0.5752040744, propagate_forward_time: 24.2776527405, propagate_backward_time: 35.8304214478, weight_update_time: 0.1236557886, other_time: 2.4396972656
epoch time: 5.3036513329s, input_fired_time: 0.0811663195, output_fired_time: 0.0000000000, propagate_forward_time: 4.7958912849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4265937805
validation[          , genome  3533] predictions:    9568/  10000 (95.68%), best:    9571/10000 (95.71%), error:      1465.66882, best error:      1460.80286 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 63.7223625183s, input_fired_time: 0.6435158849, output_fired_time: 0.5736868978, propagate_forward_time: 24.2524700165, propagate_backward_time: 35.8182563782, weight_update_time: 0.1241508573, other_time: 2.4344291687
epoch time: 5.2697386742s, input_fired_time: 0.0821888149, output_fired_time: 0.0000000000, propagate_forward_time: 4.7618770599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4256730080
validation[          , genome  3533] predictions:    9413/  10000 (94.13%), best:    9571/10000 (95.71%), error:      2009.65662, best error:      1460.80286 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 63.8722534180s, input_fired_time: 0.6411746740, output_fired_time: 0.5760149956, propagate_forward_time: 24.3170585632, propagate_backward_time: 35.9323387146, weight_update_time: 0.1232399717, other_time: 2.4056663513
epoch time: 5.4171791077s, input_fired_time: 0.0841077715, output_fired_time: 0.0000000000, propagate_forward_time: 4.8962254524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4368457794
validation[          , genome  3533] predictions:    9571/  10000 (95.71%), best:    9571/10000 (95.71%), error:      1536.64355, best error:      1460.80286 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 63.1346054077s, input_fired_time: 0.6409231424, output_fired_time: 0.5670956969, propagate_forward_time: 23.9428577423, propagate_backward_time: 35.5524368286, weight_update_time: 0.1235707626, other_time: 2.4312896729
epoch time: 5.4306793213s, input_fired_time: 0.0845260844, output_fired_time: 0.0000000000, propagate_forward_time: 4.9138960838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4322571754
validation[          , genome  3533] predictions:    9595/  10000 (95.95%), best:    9595/10000 (95.95%), error:      1419.99011, best error:      1419.99011 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 63.7896575928s, input_fired_time: 0.6406309009, output_fired_time: 0.5753085613, propagate_forward_time: 24.2856025696, propagate_backward_time: 35.9199104309, weight_update_time: 0.1221842393, other_time: 2.3682022095
epoch time: 5.3821177483s, input_fired_time: 0.0819230527, output_fired_time: 0.0000000000, propagate_forward_time: 4.8801074028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4200873375
validation[          , genome  3533] predictions:    9550/  10000 (95.50%), best:    9595/10000 (95.95%), error:      1536.20557, best error:      1419.99011 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 63.2014389038s, input_fired_time: 0.6388916373, output_fired_time: 0.5720761418, propagate_forward_time: 24.0530128479, propagate_backward_time: 35.5374565125, weight_update_time: 0.1232323274, other_time: 2.4000015259
epoch time: 5.3911566734s, input_fired_time: 0.0840314776, output_fired_time: 0.0000000000, propagate_forward_time: 4.8710660934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4360589981
validation[          , genome  3533] predictions:    9573/  10000 (95.73%), best:    9595/10000 (95.95%), error:      1449.62134, best error:      1419.99011 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 63.8597030640s, input_fired_time: 0.6435922384, output_fired_time: 0.5747458935, propagate_forward_time: 24.2835235596, propagate_backward_time: 35.9344558716, weight_update_time: 0.1231954619, other_time: 2.4233856201
epoch time: 5.4259009361s, input_fired_time: 0.0837775245, output_fired_time: 0.0000000000, propagate_forward_time: 4.9092025757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4329209328
validation[          , genome  3533] predictions:    9536/  10000 (95.36%), best:    9595/10000 (95.95%), error:      1651.34607, best error:      1419.99011 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 63.4607543945s, input_fired_time: 0.6405065656, output_fired_time: 0.5721663833, propagate_forward_time: 24.1309928894, propagate_backward_time: 35.7320709229, weight_update_time: 0.1219605207, other_time: 2.3850173950
epoch time: 5.3958296776s, input_fired_time: 0.0839398354, output_fired_time: 0.0000000000, propagate_forward_time: 4.8770694733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4348201752
validation[          , genome  3533] predictions:    9590/  10000 (95.90%), best:    9595/10000 (95.95%), error:      1434.19995, best error:      1419.99011 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 63.7825851440s, input_fired_time: 0.6425381899, output_fired_time: 0.5738240480, propagate_forward_time: 24.3354492188, propagate_backward_time: 35.8509445190, weight_update_time: 0.1224781275, other_time: 2.3798255920
epoch time: 5.3480424881s, input_fired_time: 0.0820643753, output_fired_time: 0.0000000000, propagate_forward_time: 4.8416700363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4243083000
validation[          , genome  3533] predictions:    9573/  10000 (95.73%), best:    9595/10000 (95.95%), error:      1468.88269, best error:      1419.99011 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 63.6201705933s, input_fired_time: 0.6417706609, output_fired_time: 0.5744065046, propagate_forward_time: 24.2505664825, propagate_backward_time: 35.7515907288, weight_update_time: 0.1227812693, other_time: 2.4018363953
epoch time: 5.3908305168s, input_fired_time: 0.0836884305, output_fired_time: 0.0000000000, propagate_forward_time: 4.8738541603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4332880974
validation[          , genome  3533] predictions:    9592/  10000 (95.92%), best:    9595/10000 (95.95%), error:      1457.31238, best error:      1419.99011 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 63.7496261597s, input_fired_time: 0.6466996670, output_fired_time: 0.5760375857, propagate_forward_time: 24.2189903259, propagate_backward_time: 35.8492088318, weight_update_time: 0.1247975454, other_time: 2.4586906433
epoch time: 5.1919884682s, input_fired_time: 0.0809922442, output_fired_time: 0.0000000000, propagate_forward_time: 4.6838769913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4271192551
validation[          , genome  3533] predictions:    9554/  10000 (95.54%), best:    9595/10000 (95.95%), error:      1568.44360, best error:      1419.99011 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 63.5633010864s, input_fired_time: 0.6430138350, output_fired_time: 0.5714905262, propagate_forward_time: 24.1660404205, propagate_backward_time: 35.7920112610, weight_update_time: 0.1226768047, other_time: 2.3907432556
epoch time: 5.3093447685s, input_fired_time: 0.0823290795, output_fired_time: 0.0000000000, propagate_forward_time: 4.8010215759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4259939194
validation[          , genome  3533] predictions:    9544/  10000 (95.44%), best:    9595/10000 (95.95%), error:      1528.33606, best error:      1419.99011 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 63.2813072205s, input_fired_time: 0.6436013579, output_fired_time: 0.5708462596, propagate_forward_time: 24.0596599579, propagate_backward_time: 35.6104278564, weight_update_time: 0.1230710223, other_time: 2.3967742920
epoch time: 5.3248357773s, input_fired_time: 0.0820648745, output_fired_time: 0.0000000000, propagate_forward_time: 4.8123078346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4304628372
validation[          , genome  3533] predictions:    9582/  10000 (95.82%), best:    9595/10000 (95.95%), error:      1479.18127, best error:      1419.99011 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 63.5386657715s, input_fired_time: 0.6433696747, output_fired_time: 0.5724102259, propagate_forward_time: 24.1498680115, propagate_backward_time: 35.7679138184, weight_update_time: 0.1230756491, other_time: 2.4051017761
epoch time: 5.3926367760s, input_fired_time: 0.0824832246, output_fired_time: 0.0000000000, propagate_forward_time: 4.8801465034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4300069809
validation[          , genome  3533] predictions:    9561/  10000 (95.61%), best:    9595/10000 (95.95%), error:      1512.65491, best error:      1419.99011 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 63.7644157410s, input_fired_time: 0.6463999748, output_fired_time: 0.5734568238, propagate_forward_time: 24.2583255768, propagate_backward_time: 35.8571548462, weight_update_time: 0.1237089783, other_time: 2.4290771484
epoch time: 5.3095755577s, input_fired_time: 0.0812431499, output_fired_time: 0.0000000000, propagate_forward_time: 4.8161563873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4121761322
validation[          , genome  3533] predictions:    9572/  10000 (95.72%), best:    9595/10000 (95.95%), error:      1465.08215, best error:      1419.99011 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 62.7304306030s, input_fired_time: 0.6379033327, output_fired_time: 0.5629926324, propagate_forward_time: 23.7903194427, propagate_backward_time: 35.3632926941, weight_update_time: 0.1214459166, other_time: 2.3759193420
epoch time: 5.3903326988s, input_fired_time: 0.0839270428, output_fired_time: 0.0000000000, propagate_forward_time: 4.8679046631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4385008812
validation[          , genome  3533] predictions:    9553/  10000 (95.53%), best:    9595/10000 (95.95%), error:      1560.17786, best error:      1419.99011 on epoch:    70, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 63.3578796387s, input_fired_time: 0.6416003704, output_fired_time: 0.5708951354, propagate_forward_time: 24.0634384155, propagate_backward_time: 35.6900253296, weight_update_time: 0.1223685592, other_time: 2.3919181824
epoch time: 5.3739972115s, input_fired_time: 0.0828042179, output_fired_time: 0.0000000000, propagate_forward_time: 4.8534708023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4377222061
validation[          , genome  3533] predictions:    9565/  10000 (95.65%), best:    9595/10000 (95.95%), error:      1495.78320, best error:      1419.99011 on epoch:    70, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 64.0423355103s, input_fired_time: 0.6481054425, output_fired_time: 0.5784626603, propagate_forward_time: 24.3802509308, propagate_backward_time: 36.0037460327, weight_update_time: 0.1239594221, other_time: 2.4317703247
epoch time: 5.4170603752s, input_fired_time: 0.0835885853, output_fired_time: 0.0000000000, propagate_forward_time: 4.8976693153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4358024597
validation[          , genome  3533] predictions:    9502/  10000 (95.02%), best:    9595/10000 (95.95%), error:      1715.93494, best error:      1419.99011 on epoch:    70, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 63.4064445496s, input_fired_time: 0.6438485384, output_fired_time: 0.5713386536, propagate_forward_time: 24.0755157471, propagate_backward_time: 35.6943092346, weight_update_time: 0.1230940223, other_time: 2.4214324951
epoch time: 5.2682390213s, input_fired_time: 0.0807813182, output_fired_time: 0.0000000000, propagate_forward_time: 4.7747478485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4127097130
validation[          , genome  3533] predictions:    9544/  10000 (95.44%), best:    9595/10000 (95.95%), error:      1631.56519, best error:      1419.99011 on epoch:    70, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 63.3929672241s, input_fired_time: 0.6455986500, output_fired_time: 0.5719636083, propagate_forward_time: 24.0553112030, propagate_backward_time: 35.6898574829, weight_update_time: 0.1229312643, other_time: 2.4302368164
epoch time: 5.3283419609s, input_fired_time: 0.0815503374, output_fired_time: 0.0000000000, propagate_forward_time: 4.8278141022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4189777374
validation[          , genome  3533] predictions:    9591/  10000 (95.91%), best:    9595/10000 (95.95%), error:      1431.35193, best error:      1419.99011 on epoch:    70, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 63.5517997742s, input_fired_time: 0.6465582848, output_fired_time: 0.5708463192, propagate_forward_time: 24.1820087433, propagate_backward_time: 35.7348442078, weight_update_time: 0.1229333133, other_time: 2.4175453186
epoch time: 5.3107948303s, input_fired_time: 0.0828487575, output_fired_time: 0.0000000000, propagate_forward_time: 4.8041491508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4237971306
validation[          , genome  3533] predictions:    9580/  10000 (95.80%), best:    9595/10000 (95.95%), error:      1438.52307, best error:      1419.99011 on epoch:    70, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 63.1590690613s, input_fired_time: 0.6423156261, output_fired_time: 0.5689459443, propagate_forward_time: 24.0075035095, propagate_backward_time: 35.5512924194, weight_update_time: 0.1218278855, other_time: 2.3890113831
epoch time: 5.2070446014s, input_fired_time: 0.0802426785, output_fired_time: 0.0000000000, propagate_forward_time: 4.7090253830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4177765846
validation[          , genome  3533] predictions:    9556/  10000 (95.56%), best:    9595/10000 (95.95%), error:      1513.13892, best error:      1419.99011 on epoch:    70, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 63.2130889893s, input_fired_time: 0.6371488571, output_fired_time: 0.5689947605, propagate_forward_time: 24.0452003479, propagate_backward_time: 35.5967712402, weight_update_time: 0.1213507056, other_time: 2.3649711609
epoch time: 5.4003400803s, input_fired_time: 0.0828057453, output_fired_time: 0.0000000000, propagate_forward_time: 4.8878498077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4296846390
validation[          , genome  3533] predictions:    9587/  10000 (95.87%), best:    9595/10000 (95.95%), error:      1426.09924, best error:      1419.99011 on epoch:    70, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 63.4028053284s, input_fired_time: 0.6405208111, output_fired_time: 0.5710873604, propagate_forward_time: 24.0871963501, propagate_backward_time: 35.7361068726, weight_update_time: 0.1208325699, other_time: 2.3678932190
epoch time: 5.1698794365s, input_fired_time: 0.0813158378, output_fired_time: 0.0000000000, propagate_forward_time: 4.6646370888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4239263535
validation[          , genome  3533] predictions:    9586/  10000 (95.86%), best:    9586/10000 (95.86%), error:      1418.59326, best error:      1418.59326 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 63.8127326965s, input_fired_time: 0.6411128044, output_fired_time: 0.5734680891, propagate_forward_time: 24.2683486938, propagate_backward_time: 35.9802513123, weight_update_time: 0.1208340824, other_time: 2.3495521545
epoch time: 5.1848988533s, input_fired_time: 0.0809876472, output_fired_time: 0.0000000000, propagate_forward_time: 4.6841692924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4197421074
validation[          , genome  3533] predictions:    9569/  10000 (95.69%), best:    9586/10000 (95.86%), error:      1439.62292, best error:      1418.59326 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 63.0669364929s, input_fired_time: 0.6386868954, output_fired_time: 0.5676588416, propagate_forward_time: 23.9711074829, propagate_backward_time: 35.5357933044, weight_update_time: 0.1207956970, other_time: 2.3536911011
epoch time: 5.1005916595s, input_fired_time: 0.0813890547, output_fired_time: 0.0000000000, propagate_forward_time: 4.6007270813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4184756279
validation[          , genome  3533] predictions:    9587/  10000 (95.87%), best:    9586/10000 (95.86%), error:      1433.36670, best error:      1418.59326 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 63.4711570740s, input_fired_time: 0.6456155181, output_fired_time: 0.5712894201, propagate_forward_time: 24.1582088470, propagate_backward_time: 35.7269134521, weight_update_time: 0.1209923178, other_time: 2.3691329956
epoch time: 5.3709521294s, input_fired_time: 0.0847411156, output_fired_time: 0.0000000000, propagate_forward_time: 4.8538851738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4323258400
validation[          , genome  3533] predictions:    9597/  10000 (95.97%), best:    9597/10000 (95.97%), error:      1406.62109, best error:      1406.62109 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 62.7045974731s, input_fired_time: 0.6409428120, output_fired_time: 0.5654500127, propagate_forward_time: 23.8784961700, propagate_backward_time: 35.2389717102, weight_update_time: 0.1211341545, other_time: 2.3807411194
epoch time: 5.2981882095s, input_fired_time: 0.0820490271, output_fired_time: 0.0000000000, propagate_forward_time: 4.8036270142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4125123024
validation[          , genome  3533] predictions:    9592/  10000 (95.92%), best:    9597/10000 (95.97%), error:      1436.19702, best error:      1406.62109 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 63.5717697144s, input_fired_time: 0.6447356343, output_fired_time: 0.5708070993, propagate_forward_time: 24.2521686554, propagate_backward_time: 35.7176513672, weight_update_time: 0.1219779179, other_time: 2.3864059448
epoch time: 5.3686833382s, input_fired_time: 0.0827694088, output_fired_time: 0.0000000000, propagate_forward_time: 4.8645339012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4213800430
validation[          , genome  3533] predictions:    9589/  10000 (95.89%), best:    9597/10000 (95.97%), error:      1411.62390, best error:      1406.62109 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 63.0055007935s, input_fired_time: 0.6392217278, output_fired_time: 0.5679283142, propagate_forward_time: 23.9994297028, propagate_backward_time: 35.4733963013, weight_update_time: 0.1194154024, other_time: 2.3255233765
epoch time: 5.3712582588s, input_fired_time: 0.0828016549, output_fired_time: 0.0000000000, propagate_forward_time: 4.8598542213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4286022186
validation[          , genome  3533] predictions:    9587/  10000 (95.87%), best:    9597/10000 (95.97%), error:      1431.38196, best error:      1406.62109 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 63.3147659302s, input_fired_time: 0.6398805380, output_fired_time: 0.5705240369, propagate_forward_time: 24.0549488068, propagate_backward_time: 35.6695594788, weight_update_time: 0.1217326522, other_time: 2.3798561096
epoch time: 5.1758036613s, input_fired_time: 0.0802887678, output_fired_time: 0.0000000000, propagate_forward_time: 4.6834630966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4120516777
validation[          , genome  3533] predictions:    9588/  10000 (95.88%), best:    9588/10000 (95.88%), error:      1398.73584, best error:      1398.73584 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 63.7324943542s, input_fired_time: 0.6472494602, output_fired_time: 0.5736739635, propagate_forward_time: 24.2259387970, propagate_backward_time: 35.8591156006, weight_update_time: 0.1226102486, other_time: 2.4265136719
epoch time: 5.3488802910s, input_fired_time: 0.0829061121, output_fired_time: 0.0000000000, propagate_forward_time: 4.8353433609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4306306839
validation[          , genome  3533] predictions:    9594/  10000 (95.94%), best:    9588/10000 (95.88%), error:      1401.64612, best error:      1398.73584 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 63.1838264465s, input_fired_time: 0.6457901597, output_fired_time: 0.5694337487, propagate_forward_time: 24.0130138397, propagate_backward_time: 35.5320816040, weight_update_time: 0.1226793751, other_time: 2.4235076904
epoch time: 5.3196630478s, input_fired_time: 0.0831672400, output_fired_time: 0.0000000000, propagate_forward_time: 4.8130459785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4234499931
validation[          , genome  3533] predictions:    9592/  10000 (95.92%), best:    9588/10000 (95.88%), error:      1401.91614, best error:      1398.73584 on epoch:    97, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 63.2292098999s, input_fired_time: 0.6431671977, output_fired_time: 0.5694993734, propagate_forward_time: 24.0517425537, propagate_backward_time: 35.5756759644, weight_update_time: 0.1215565503, other_time: 2.3891258240
epoch time: 5.3826198578s, input_fired_time: 0.0826455057, output_fired_time: 0.0000000000, propagate_forward_time: 4.8852844238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4146900177
validation[          , genome  3533] predictions:    9547/  10000 (95.47%), best:    9588/10000 (95.88%), error:      1551.80627, best error:      1398.73584 on epoch:    97, 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: 26.5319709778s, input_fired_time: 0.4116551876, output_fired_time: 0.0000000000, propagate_forward_time: 23.9271583557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1931571960
best training[          , genome  3533] predictions:   48621/  50000 (97.24%), best:    9588/10000 (95.88%), error:      4971.66309, best error:      1398.73584 on epoch:    97, 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: 5.3637275696s, input_fired_time: 0.0826081187, output_fired_time: 0.0000000000, propagate_forward_time: 4.8571643829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4239549637
   testing[          , genome  3533] predictions:    9616/  10000 (96.16%), best:    9588/10000 (95.88%), error:      1312.18115, best error:      1398.73584 on epoch:    97, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:17:25 (792): called boinc_finish(0)

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