Nameexact_genome_1512568488_41_2527_0
Workunit2583919
Created7 Dec 2017, 0:07:39 UTC
Sent7 Dec 2017, 0:12:22 UTC
Report deadline9 Dec 2017, 5:52:01 UTC
Received7 Dec 2017, 1:31:23 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time1 hours 17 min 41 sec
CPU time1 hours 15 min 12 sec
Validate stateValid
Credit558.97
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.11 MB
Peak swap size155.73 MB
Peak disk usage1.38 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0442194939, output_fired_time: 0.0000000000, propagate_forward_time: 3.1234722137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4155418873
validation[          , genome  2527] predictions:    9409/  10000 (94.09%), best:    9449/10000 (94.49%), error:      1958.69324, best error:      1897.91980 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 40.7340812683s, input_fired_time: 0.3491052389, output_fired_time: 0.3524348438, propagate_forward_time: 15.5075273514, propagate_backward_time: 22.1860504150, weight_update_time: 0.1240832210, other_time: 2.3389625549
epoch time: 3.5894374847s, input_fired_time: 0.0434116162, output_fired_time: 0.0000000000, propagate_forward_time: 3.1419303417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4040954113
validation[          , genome  2527] predictions:    9459/  10000 (94.59%), best:    9459/10000 (94.59%), error:      1848.27136, best error:      1848.27136 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 41.6737594604s, input_fired_time: 0.3480406404, output_fired_time: 0.3553349972, propagate_forward_time: 15.9093399048, propagate_backward_time: 22.6895484924, weight_update_time: 0.1266618073, other_time: 2.3714942932
epoch time: 3.6283786297s, input_fired_time: 0.0450625904, output_fired_time: 0.0000000000, propagate_forward_time: 3.1661894321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4171266556
validation[          , genome  2527] predictions:    9438/  10000 (94.38%), best:    9459/10000 (94.59%), error:      1913.53296, best error:      1848.27136 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 41.1231651306s, input_fired_time: 0.3463999629, output_fired_time: 0.3537745476, propagate_forward_time: 15.6395187378, propagate_backward_time: 22.4305248260, weight_update_time: 0.1254061162, other_time: 2.3529453278
epoch time: 3.3860058784s, input_fired_time: 0.0423324071, output_fired_time: 0.0000000000, propagate_forward_time: 2.9370200634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4066534042
validation[          , genome  2527] predictions:    9422/  10000 (94.22%), best:    9459/10000 (94.59%), error:      1969.15771, best error:      1848.27136 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 40.6091575623s, input_fired_time: 0.3436631560, output_fired_time: 0.3496309817, propagate_forward_time: 15.5159711838, propagate_backward_time: 22.1511917114, weight_update_time: 0.1232738942, other_time: 2.2486991882
epoch time: 3.6314623356s, input_fired_time: 0.0460521691, output_fired_time: 0.0000000000, propagate_forward_time: 3.1675522327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4178578854
validation[          , genome  2527] predictions:    9497/  10000 (94.97%), best:    9497/10000 (94.97%), error:      1781.16345, best error:      1781.16345 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 41.2874069214s, input_fired_time: 0.3509895205, output_fired_time: 0.3511867225, propagate_forward_time: 15.8276453018, propagate_backward_time: 22.3958034515, weight_update_time: 0.1241251752, other_time: 2.3617839813
epoch time: 3.6096587181s, input_fired_time: 0.0443801768, output_fired_time: 0.0000000000, propagate_forward_time: 3.1512908936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4139876366
validation[          , genome  2527] predictions:    9430/  10000 (94.30%), best:    9497/10000 (94.97%), error:      1986.41638, best error:      1781.16345 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 40.2555274963s, input_fired_time: 0.3437652290, output_fired_time: 0.3477883041, propagate_forward_time: 15.3118000031, propagate_backward_time: 21.9017944336, weight_update_time: 0.1222037673, other_time: 2.3503780365
epoch time: 3.6617026329s, input_fired_time: 0.0463409498, output_fired_time: 0.0000000000, propagate_forward_time: 3.1879143715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4274473190
validation[          , genome  2527] predictions:    9484/  10000 (94.84%), best:    9497/10000 (94.97%), error:      1811.63000, best error:      1781.16345 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 41.4718818665s, input_fired_time: 0.3485577106, output_fired_time: 0.3588770330, propagate_forward_time: 15.7837629318, propagate_backward_time: 22.6506786346, weight_update_time: 0.1246531606, other_time: 2.3300075531
epoch time: 3.5802950859s, input_fired_time: 0.0433504768, output_fired_time: 0.0000000000, propagate_forward_time: 3.1360507011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4008939266
validation[          , genome  2527] predictions:    9417/  10000 (94.17%), best:    9497/10000 (94.97%), error:      2003.64014, best error:      1781.16345 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 38.7692413330s, input_fired_time: 0.3374548852, output_fired_time: 0.3336291313, propagate_forward_time: 14.7618837357, propagate_backward_time: 21.0309143066, weight_update_time: 0.1205398366, other_time: 2.3053588867
epoch time: 3.6049609184s, input_fired_time: 0.0456259027, output_fired_time: 0.0000000000, propagate_forward_time: 3.1469566822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4123783112
validation[          , genome  2527] predictions:    9490/  10000 (94.90%), best:    9490/10000 (94.90%), error:      1768.59241, best error:      1768.59241 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 41.7574310303s, input_fired_time: 0.3494025767, output_fired_time: 0.3559023738, propagate_forward_time: 15.9636545181, propagate_backward_time: 22.7900981903, weight_update_time: 0.1240862608, other_time: 2.2983722687
epoch time: 3.5568745136s, input_fired_time: 0.0445926115, output_fired_time: 0.0000000000, propagate_forward_time: 3.1115763187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4007055759
validation[          , genome  2527] predictions:    9484/  10000 (94.84%), best:    9484/10000 (94.84%), error:      1763.84717, best error:      1763.84717 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 40.4217987061s, input_fired_time: 0.3451151252, output_fired_time: 0.3501451313, propagate_forward_time: 15.3109121323, propagate_backward_time: 22.0730800629, weight_update_time: 0.1241187379, other_time: 2.3425464630
epoch time: 3.6896729469s, input_fired_time: 0.0460048318, output_fired_time: 0.0000000000, propagate_forward_time: 3.2213878632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4222803116
validation[          , genome  2527] predictions:    9462/  10000 (94.62%), best:    9484/10000 (94.84%), error:      1832.65417, best error:      1763.84717 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 40.8747749329s, input_fired_time: 0.3414920866, output_fired_time: 0.3505558968, propagate_forward_time: 15.5790824890, propagate_backward_time: 22.3518047333, weight_update_time: 0.1228351295, other_time: 2.2518405914
epoch time: 3.6230556965s, input_fired_time: 0.0448702462, output_fired_time: 0.0000000000, propagate_forward_time: 3.1645207405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4136648178
validation[          , genome  2527] predictions:    9483/  10000 (94.83%), best:    9484/10000 (94.84%), error:      1781.94043, best error:      1763.84717 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 41.2744483948s, input_fired_time: 0.3489776552, output_fired_time: 0.3511109352, propagate_forward_time: 15.7760572433, propagate_backward_time: 22.4320716858, weight_update_time: 0.1273045242, other_time: 2.3662300110
epoch time: 3.6343326569s, input_fired_time: 0.0453817248, output_fired_time: 0.0000000000, propagate_forward_time: 3.1716172695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4173336029
validation[          , genome  2527] predictions:    9484/  10000 (94.84%), best:    9484/10000 (94.84%), error:      1729.62915, best error:      1729.62915 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 40.9892082214s, input_fired_time: 0.3446017206, output_fired_time: 0.3512471318, propagate_forward_time: 15.6517095566, propagate_backward_time: 22.3531723022, weight_update_time: 0.1235042587, other_time: 2.2884788513
epoch time: 3.5901446342s, input_fired_time: 0.0437722690, output_fired_time: 0.0000000000, propagate_forward_time: 3.1345016956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4118707180
validation[          , genome  2527] predictions:    9466/  10000 (94.66%), best:    9484/10000 (94.84%), error:      1796.14355, best error:      1729.62915 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 41.4076805115s, input_fired_time: 0.3451549113, output_fired_time: 0.3563317358, propagate_forward_time: 15.8067197800, propagate_backward_time: 22.6118183136, weight_update_time: 0.1235029697, other_time: 2.2876567841
epoch time: 3.6513597965s, input_fired_time: 0.0452969745, output_fired_time: 0.0000000000, propagate_forward_time: 3.1884517670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4176111221
validation[          , genome  2527] predictions:    9457/  10000 (94.57%), best:    9484/10000 (94.84%), error:      1857.33997, best error:      1729.62915 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 41.8469200134s, input_fired_time: 0.3524376750, output_fired_time: 0.3580716550, propagate_forward_time: 15.9651813507, propagate_backward_time: 22.8074874878, weight_update_time: 0.1275521219, other_time: 2.3637447357
epoch time: 3.5613877773s, input_fired_time: 0.0434165522, output_fired_time: 0.0000000000, propagate_forward_time: 3.1183280945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3996431828
validation[          , genome  2527] predictions:    9448/  10000 (94.48%), best:    9484/10000 (94.84%), error:      1889.42261, best error:      1729.62915 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 40.9174118042s, input_fired_time: 0.3472831845, output_fired_time: 0.3523738980, propagate_forward_time: 15.6175546646, propagate_backward_time: 22.3296413422, weight_update_time: 0.1218381301, other_time: 2.2705593109
epoch time: 3.6482872963s, input_fired_time: 0.0434442237, output_fired_time: 0.0000000000, propagate_forward_time: 3.2031631470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4016799927
validation[          , genome  2527] predictions:    9459/  10000 (94.59%), best:    9484/10000 (94.84%), error:      1803.77576, best error:      1729.62915 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 41.1834831238s, input_fired_time: 0.3501390815, output_fired_time: 0.3576432467, propagate_forward_time: 15.7017517090, propagate_backward_time: 22.4580345154, weight_update_time: 0.1248329878, other_time: 2.3159141541
epoch time: 3.7504303455s, input_fired_time: 0.0457419232, output_fired_time: 0.0000000000, propagate_forward_time: 3.2813446522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4233436584
validation[          , genome  2527] predictions:    9516/  10000 (95.16%), best:    9516/10000 (95.16%), error:      1688.93323, best error:      1688.93323 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 40.6729507446s, input_fired_time: 0.3468831778, output_fired_time: 0.3503138423, propagate_forward_time: 15.6914386749, propagate_backward_time: 21.9980010986, weight_update_time: 0.1220749915, other_time: 2.2863140106
epoch time: 3.5761725903s, input_fired_time: 0.0438593291, output_fired_time: 0.0000000000, propagate_forward_time: 3.1310250759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4012882710
validation[          , genome  2527] predictions:    9497/  10000 (94.97%), best:    9516/10000 (95.16%), error:      1760.54590, best error:      1688.93323 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 40.9084091187s, input_fired_time: 0.3492952883, output_fired_time: 0.3510181606, propagate_forward_time: 15.6619501114, propagate_backward_time: 22.1834640503, weight_update_time: 0.1250844747, other_time: 2.3626823425
epoch time: 3.6549103260s, input_fired_time: 0.0446154028, output_fired_time: 0.0000000000, propagate_forward_time: 3.1962432861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4140515327
validation[          , genome  2527] predictions:    9362/  10000 (93.62%), best:    9516/10000 (95.16%), error:      2212.01807, best error:      1688.93323 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 40.7300643921s, input_fired_time: 0.3491259515, output_fired_time: 0.3472996950, propagate_forward_time: 15.5179014206, propagate_backward_time: 22.1822204590, weight_update_time: 0.1225555018, other_time: 2.3335151672
epoch time: 3.1431639194s, input_fired_time: 0.0418807305, output_fired_time: 0.0000000000, propagate_forward_time: 2.6947274208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4065556526
validation[          , genome  2527] predictions:    9492/  10000 (94.92%), best:    9516/10000 (95.16%), error:      1732.65796, best error:      1688.93323 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 41.0065116882s, input_fired_time: 0.3464297056, output_fired_time: 0.3551856875, propagate_forward_time: 15.6546468735, propagate_backward_time: 22.3123817444, weight_update_time: 0.1242031530, other_time: 2.3378677368
epoch time: 3.7264289856s, input_fired_time: 0.0453951433, output_fired_time: 0.0000000000, propagate_forward_time: 3.2551028728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4259309769
validation[          , genome  2527] predictions:    9424/  10000 (94.24%), best:    9516/10000 (95.16%), error:      1868.38721, best error:      1688.93323 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 40.5923461914s, input_fired_time: 0.3461092114, output_fired_time: 0.3507077098, propagate_forward_time: 15.4379444122, propagate_backward_time: 22.1238384247, weight_update_time: 0.1237938255, other_time: 2.3337478638
epoch time: 3.8411221504s, input_fired_time: 0.0477973036, output_fired_time: 0.0000000000, propagate_forward_time: 3.3554916382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4378333092
validation[          , genome  2527] predictions:    9458/  10000 (94.58%), best:    9516/10000 (95.16%), error:      1811.85217, best error:      1688.93323 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 40.9745025635s, input_fired_time: 0.3520073295, output_fired_time: 0.3541369140, propagate_forward_time: 15.5669012070, propagate_backward_time: 22.3312664032, weight_update_time: 0.1252169013, other_time: 2.3701877594
epoch time: 3.5163769722s, input_fired_time: 0.0440378375, output_fired_time: 0.0000000000, propagate_forward_time: 3.0790894032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3932497501
validation[          , genome  2527] predictions:    9505/  10000 (95.05%), best:    9516/10000 (95.16%), error:      1757.94739, best error:      1688.93323 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 40.2316551208s, input_fired_time: 0.3407417834, output_fired_time: 0.3464885056, propagate_forward_time: 15.2892713547, propagate_backward_time: 22.0272312164, weight_update_time: 0.1208660975, other_time: 2.2279224396
epoch time: 3.7092058659s, input_fired_time: 0.0456955172, output_fired_time: 0.0000000000, propagate_forward_time: 3.2373514175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4261589050
validation[          , genome  2527] predictions:    9450/  10000 (94.50%), best:    9516/10000 (95.16%), error:      1872.23999, best error:      1688.93323 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 41.0317420959s, input_fired_time: 0.3484844267, output_fired_time: 0.3500910103, propagate_forward_time: 15.6565551758, propagate_backward_time: 22.3792533875, weight_update_time: 0.1234685704, other_time: 2.2973594666
epoch time: 3.6249852180s, input_fired_time: 0.0450621843, output_fired_time: 0.0000000000, propagate_forward_time: 3.1779389381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4019842148
validation[          , genome  2527] predictions:    9434/  10000 (94.34%), best:    9516/10000 (95.16%), error:      1839.66394, best error:      1688.93323 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 41.3226585388s, input_fired_time: 0.3495726883, output_fired_time: 0.3548710942, propagate_forward_time: 15.7289161682, propagate_backward_time: 22.5417232513, weight_update_time: 0.1263706684, other_time: 2.3475780487
epoch time: 3.6724963188s, input_fired_time: 0.0457727537, output_fired_time: 0.0000000000, propagate_forward_time: 3.2160964012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4106271267
validation[          , genome  2527] predictions:    9480/  10000 (94.80%), best:    9516/10000 (95.16%), error:      1764.27100, best error:      1688.93323 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 40.9725799561s, input_fired_time: 0.3477123082, output_fired_time: 0.3494782746, propagate_forward_time: 15.6288127899, propagate_backward_time: 22.3731460571, weight_update_time: 0.1216188446, other_time: 2.2734279633
epoch time: 3.4493479729s, input_fired_time: 0.0447782762, output_fired_time: 0.0000000000, propagate_forward_time: 3.0011765957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4033930302
validation[          , genome  2527] predictions:    9499/  10000 (94.99%), best:    9516/10000 (95.16%), error:      1706.91870, best error:      1688.93323 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 40.4000511169s, input_fired_time: 0.3440202475, output_fired_time: 0.3489277661, propagate_forward_time: 15.4256181717, propagate_backward_time: 22.0037479401, weight_update_time: 0.1220541075, other_time: 2.2777385712
epoch time: 3.6664035320s, input_fired_time: 0.0458816476, output_fired_time: 0.0000000000, propagate_forward_time: 3.2041285038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4163932800
validation[          , genome  2527] predictions:    9484/  10000 (94.84%), best:    9516/10000 (95.16%), error:      1763.80994, best error:      1688.93323 on epoch:    31, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 40.5964965820s, input_fired_time: 0.3492465317, output_fired_time: 0.3506574035, propagate_forward_time: 15.4730577469, propagate_backward_time: 22.0755939484, weight_update_time: 0.1239957362, other_time: 2.3479404449
epoch time: 3.4726130962s, input_fired_time: 0.0437834524, output_fired_time: 0.0000000000, propagate_forward_time: 3.0122776031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4165520668
validation[          , genome  2527] predictions:    9474/  10000 (94.74%), best:    9516/10000 (95.16%), error:      1744.11829, best error:      1688.93323 on epoch:    31, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 40.1966514587s, input_fired_time: 0.3417271078, output_fired_time: 0.3487294018, propagate_forward_time: 15.2479896545, propagate_backward_time: 21.9785594940, weight_update_time: 0.1212305725, other_time: 2.2796459198
epoch time: 3.6273088455s, input_fired_time: 0.0448662303, output_fired_time: 0.0000000000, propagate_forward_time: 3.1835758686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3988666534
validation[          , genome  2527] predictions:    9421/  10000 (94.21%), best:    9516/10000 (95.16%), error:      1878.59338, best error:      1688.93323 on epoch:    31, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 40.9676475525s, input_fired_time: 0.3498271406, output_fired_time: 0.3492886424, propagate_forward_time: 15.6650075912, propagate_backward_time: 22.2781810760, weight_update_time: 0.1241201386, other_time: 2.3253421783
epoch time: 3.5896975994s, input_fired_time: 0.0453228541, output_fired_time: 0.0000000000, propagate_forward_time: 3.1322426796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4121320248
validation[          , genome  2527] predictions:    9484/  10000 (94.84%), best:    9516/10000 (95.16%), error:      1706.43042, best error:      1688.93323 on epoch:    31, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 39.8532409668s, input_fired_time: 0.3443254828, output_fired_time: 0.3424142897, propagate_forward_time: 15.1257829666, propagate_backward_time: 21.7560539246, weight_update_time: 0.1221113205, other_time: 2.2846641541
epoch time: 3.3185832500s, input_fired_time: 0.0415544547, output_fired_time: 0.0000000000, propagate_forward_time: 2.8910915852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3859372139
validation[          , genome  2527] predictions:    9484/  10000 (94.84%), best:    9516/10000 (95.16%), error:      1690.67944, best error:      1688.93323 on epoch:    31, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 40.9283485413s, input_fired_time: 0.3471423090, output_fired_time: 0.3517012596, propagate_forward_time: 15.6241693497, propagate_backward_time: 22.3201084137, weight_update_time: 0.1220616624, other_time: 2.2852306366
epoch time: 3.5891599655s, input_fired_time: 0.0454991125, output_fired_time: 0.0000000000, propagate_forward_time: 3.1310555935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4126052856
validation[          , genome  2527] predictions:    9412/  10000 (94.12%), best:    9516/10000 (95.16%), error:      1869.38245, best error:      1688.93323 on epoch:    31, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 41.2067146301s, input_fired_time: 0.3516530395, output_fired_time: 0.3549824655, propagate_forward_time: 15.6794548035, propagate_backward_time: 22.4950065613, weight_update_time: 0.1235985011, other_time: 2.3256149292
epoch time: 3.5773837566s, input_fired_time: 0.0449764952, output_fired_time: 0.0000000000, propagate_forward_time: 3.1176741123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4147331715
validation[          , genome  2527] predictions:    9482/  10000 (94.82%), best:    9516/10000 (95.16%), error:      1692.04004, best error:      1688.93323 on epoch:    31, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 40.8251953125s, input_fired_time: 0.3478277326, output_fired_time: 0.3500636816, propagate_forward_time: 15.5915946960, propagate_backward_time: 22.2850837708, weight_update_time: 0.1247454733, other_time: 2.2506256104
epoch time: 3.5795133114s, input_fired_time: 0.0458227508, output_fired_time: 0.0000000000, propagate_forward_time: 3.1322293282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4014611244
validation[          , genome  2527] predictions:    9517/  10000 (95.17%), best:    9516/10000 (95.16%), error:      1719.05835, best error:      1688.93323 on epoch:    31, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 41.5916061401s, input_fired_time: 0.3568580747, output_fired_time: 0.3577319980, propagate_forward_time: 15.8826351166, propagate_backward_time: 22.6494884491, weight_update_time: 0.1256279945, other_time: 2.3448944092
epoch time: 3.5571417809s, input_fired_time: 0.0444632098, output_fired_time: 0.0000000000, propagate_forward_time: 3.1005578041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4121208191
validation[          , genome  2527] predictions:    9404/  10000 (94.04%), best:    9516/10000 (95.16%), error:      1987.39502, best error:      1688.93323 on epoch:    31, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 40.9206428528s, input_fired_time: 0.3499648571, output_fired_time: 0.3510343134, propagate_forward_time: 15.5809669495, propagate_backward_time: 22.2917976379, weight_update_time: 0.1252776682, other_time: 2.3468780518
epoch time: 3.1480493546s, input_fired_time: 0.0422484986, output_fired_time: 0.0000000000, propagate_forward_time: 2.7014255524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4043753147
validation[          , genome  2527] predictions:    9489/  10000 (94.89%), best:    9516/10000 (95.16%), error:      1757.96545, best error:      1688.93323 on epoch:    31, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 40.6069068909s, input_fired_time: 0.3472549617, output_fired_time: 0.3511032164, propagate_forward_time: 15.5804710388, propagate_backward_time: 22.0790405273, weight_update_time: 0.1213698164, other_time: 2.2490348816
epoch time: 3.4770202637s, input_fired_time: 0.0444547236, output_fired_time: 0.0000000000, propagate_forward_time: 3.0304546356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4021108150
validation[          , genome  2527] predictions:    9487/  10000 (94.87%), best:    9516/10000 (95.16%), error:      1762.10608, best error:      1688.93323 on epoch:    31, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 40.1130218506s, input_fired_time: 0.3442036211, output_fired_time: 0.3439933658, propagate_forward_time: 15.3100395203, propagate_backward_time: 21.8792972565, weight_update_time: 0.1197385788, other_time: 2.2354869843
epoch time: 3.5669672489s, input_fired_time: 0.0464667901, output_fired_time: 0.0000000000, propagate_forward_time: 3.1150686741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4054317474
validation[          , genome  2527] predictions:    9523/  10000 (95.23%), best:    9523/10000 (95.23%), error:      1631.85144, best error:      1631.85144 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 40.8989181519s, input_fired_time: 0.3510513306, output_fired_time: 0.3510395586, propagate_forward_time: 15.6282129288, propagate_backward_time: 22.2938480377, weight_update_time: 0.1226375625, other_time: 2.2747669220
epoch time: 3.8494608402s, input_fired_time: 0.0479579829, output_fired_time: 0.0000000000, propagate_forward_time: 3.3607177734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4407851696
validation[          , genome  2527] predictions:    9520/  10000 (95.20%), best:    9523/10000 (95.23%), error:      1642.68359, best error:      1631.85144 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 41.4606475830s, input_fired_time: 0.3547714055, output_fired_time: 0.3543707728, propagate_forward_time: 15.7963094711, propagate_backward_time: 22.5800609589, weight_update_time: 0.1266652048, other_time: 2.3751354218
epoch time: 3.6018784046s, input_fired_time: 0.0460490063, output_fired_time: 0.0000000000, propagate_forward_time: 3.1424069405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4134223461
validation[          , genome  2527] predictions:    9494/  10000 (94.94%), best:    9523/10000 (95.23%), error:      1702.95020, best error:      1631.85144 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 40.7350387573s, input_fired_time: 0.3510999084, output_fired_time: 0.3493484259, propagate_forward_time: 15.5252265930, propagate_backward_time: 22.1532840729, weight_update_time: 0.1221104339, other_time: 2.3560771942
epoch time: 3.5885195732s, input_fired_time: 0.0458276421, output_fired_time: 0.0000000000, propagate_forward_time: 3.1456029415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3970890045
validation[          , genome  2527] predictions:    9459/  10000 (94.59%), best:    9523/10000 (95.23%), error:      1841.36243, best error:      1631.85144 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 40.5446815491s, input_fired_time: 0.3492289782, output_fired_time: 0.3469170034, propagate_forward_time: 15.4622182846, propagate_backward_time: 22.1016197205, weight_update_time: 0.1236006469, other_time: 2.2846984863
epoch time: 3.6614451408s, input_fired_time: 0.0461909361, output_fired_time: 0.0000000000, propagate_forward_time: 3.2014429569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4138112068
validation[          , genome  2527] predictions:    9456/  10000 (94.56%), best:    9523/10000 (95.23%), error:      1750.46582, best error:      1631.85144 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 40.9045448303s, input_fired_time: 0.3526646197, output_fired_time: 0.3521233797, propagate_forward_time: 15.5944938660, propagate_backward_time: 22.2876853943, weight_update_time: 0.1246370524, other_time: 2.3175773621
epoch time: 3.5839614868s, input_fired_time: 0.0468381383, output_fired_time: 0.0000000000, propagate_forward_time: 3.1132895947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4238338470
validation[          , genome  2527] predictions:    9541/  10000 (95.41%), best:    9541/10000 (95.41%), error:      1592.95605, best error:      1592.95605 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 41.3220977783s, input_fired_time: 0.3516137004, output_fired_time: 0.3516323864, propagate_forward_time: 15.7804126740, propagate_backward_time: 22.5488452911, weight_update_time: 0.1242742017, other_time: 2.2895965576
epoch time: 3.5713424683s, input_fired_time: 0.0452982970, output_fired_time: 0.0000000000, propagate_forward_time: 3.1129262447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4131178856
validation[          , genome  2527] predictions:    9500/  10000 (95.00%), best:    9541/10000 (95.41%), error:      1646.53748, best error:      1592.95605 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 41.0460624695s, input_fired_time: 0.3511445224, output_fired_time: 0.3529457748, propagate_forward_time: 15.6379652023, propagate_backward_time: 22.4007339478, weight_update_time: 0.1236029938, other_time: 2.3032722473
epoch time: 3.6038210392s, input_fired_time: 0.0458923802, output_fired_time: 0.0000000000, propagate_forward_time: 3.1422290802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4156994820
validation[          , genome  2527] predictions:    9518/  10000 (95.18%), best:    9541/10000 (95.41%), error:      1650.57263, best error:      1592.95605 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 40.6639671326s, input_fired_time: 0.3499663472, output_fired_time: 0.3509552777, propagate_forward_time: 15.4999980927, propagate_backward_time: 22.1158771515, weight_update_time: 0.1230999604, other_time: 2.3471679688
epoch time: 3.6217832565s, input_fired_time: 0.0452679358, output_fired_time: 0.0000000000, propagate_forward_time: 3.1776006222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3989148140
validation[          , genome  2527] predictions:    9513/  10000 (95.13%), best:    9541/10000 (95.41%), error:      1635.28564, best error:      1592.95605 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 41.3628044128s, input_fired_time: 0.3584671021, output_fired_time: 0.3559213579, propagate_forward_time: 15.7113265991, propagate_backward_time: 22.5795593262, weight_update_time: 0.1252200007, other_time: 2.3575286865
epoch time: 3.6115117073s, input_fired_time: 0.0453871042, output_fired_time: 0.0000000000, propagate_forward_time: 3.1670563221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3990683556
validation[          , genome  2527] predictions:    9501/  10000 (95.01%), best:    9541/10000 (95.41%), error:      1640.49561, best error:      1592.95605 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 41.1699867249s, input_fired_time: 0.3514393270, output_fired_time: 0.3527935743, propagate_forward_time: 15.6703863144, propagate_backward_time: 22.4382934570, weight_update_time: 0.1252721995, other_time: 2.3570709229
epoch time: 3.5937969685s, input_fired_time: 0.0457968414, output_fired_time: 0.0000000000, propagate_forward_time: 3.1501815319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3978185654
validation[          , genome  2527] predictions:    9491/  10000 (94.91%), best:    9541/10000 (95.41%), error:      1661.33154, best error:      1592.95605 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 40.0347251892s, input_fired_time: 0.3536415994, output_fired_time: 0.3514292240, propagate_forward_time: 15.0210819244, propagate_backward_time: 21.9271888733, weight_update_time: 0.1255678982, other_time: 2.3813838959
epoch time: 3.5931270123s, input_fired_time: 0.0454763994, output_fired_time: 0.0000000000, propagate_forward_time: 3.1344842911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4131662846
validation[          , genome  2527] predictions:    9461/  10000 (94.61%), best:    9541/10000 (95.41%), error:      1775.46265, best error:      1592.95605 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 41.3606567383s, input_fired_time: 0.3561989665, output_fired_time: 0.3572624028, propagate_forward_time: 15.7279796600, propagate_backward_time: 22.5674304962, weight_update_time: 0.1247728691, other_time: 2.3517875671
epoch time: 3.6072580814s, input_fired_time: 0.0465814620, output_fired_time: 0.0000000000, propagate_forward_time: 3.1604771614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4001994133
validation[          , genome  2527] predictions:    9511/  10000 (95.11%), best:    9541/10000 (95.41%), error:      1634.52271, best error:      1592.95605 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 41.1058311462s, input_fired_time: 0.3529013097, output_fired_time: 0.3521882892, propagate_forward_time: 15.6431398392, propagate_backward_time: 22.4636096954, weight_update_time: 0.1234422252, other_time: 2.2939929962
epoch time: 3.5628671646s, input_fired_time: 0.0450412184, output_fired_time: 0.0000000000, propagate_forward_time: 3.1173119545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4005138874
validation[          , genome  2527] predictions:    9526/  10000 (95.26%), best:    9541/10000 (95.41%), error:      1596.37073, best error:      1592.95605 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 41.0181350708s, input_fired_time: 0.3497470021, output_fired_time: 0.3559345603, propagate_forward_time: 15.5603590012, propagate_backward_time: 22.4244041443, weight_update_time: 0.1235667989, other_time: 2.3276901245
epoch time: 3.6106157303s, input_fired_time: 0.0450916477, output_fired_time: 0.0000000000, propagate_forward_time: 3.1639742851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4015498161
validation[          , genome  2527] predictions:    9519/  10000 (95.19%), best:    9541/10000 (95.41%), error:      1624.24585, best error:      1592.95605 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 41.6108207703s, input_fired_time: 0.3610816598, output_fired_time: 0.3602608144, propagate_forward_time: 15.8597908020, propagate_backward_time: 22.6796894073, weight_update_time: 0.1255628318, other_time: 2.3500003815
epoch time: 3.6112239361s, input_fired_time: 0.0460824817, output_fired_time: 0.0000000000, propagate_forward_time: 3.1573486328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4077928066
validation[          , genome  2527] predictions:    9509/  10000 (95.09%), best:    9541/10000 (95.41%), error:      1646.58838, best error:      1592.95605 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 40.5719337463s, input_fired_time: 0.3523253798, output_fired_time: 0.3509317040, propagate_forward_time: 15.3599023819, propagate_backward_time: 22.1280670166, weight_update_time: 0.1240036860, other_time: 2.3807067871
epoch time: 3.6237826347s, input_fired_time: 0.0452237725, output_fired_time: 0.0000000000, propagate_forward_time: 3.1747376919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4038212299
validation[          , genome  2527] predictions:    9502/  10000 (95.02%), best:    9541/10000 (95.41%), error:      1680.93274, best error:      1592.95605 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 40.3386535645s, input_fired_time: 0.3482132256, output_fired_time: 0.3511462212, propagate_forward_time: 15.3597154617, propagate_backward_time: 22.0287380219, weight_update_time: 0.1223012879, other_time: 2.2508411407
epoch time: 3.8217957020s, input_fired_time: 0.0488404185, output_fired_time: 0.0000000000, propagate_forward_time: 3.3327014446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4402537346
validation[          , genome  2527] predictions:    9522/  10000 (95.22%), best:    9541/10000 (95.41%), error:      1595.62366, best error:      1592.95605 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 40.8141403198s, input_fired_time: 0.3523544669, output_fired_time: 0.3530138135, propagate_forward_time: 15.4474287033, propagate_backward_time: 22.3209800720, weight_update_time: 0.1236939803, other_time: 2.3403625488
epoch time: 3.5546636581s, input_fired_time: 0.0451228842, output_fired_time: 0.0000000000, propagate_forward_time: 3.1120619774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3974788189
validation[          , genome  2527] predictions:    9512/  10000 (95.12%), best:    9541/10000 (95.41%), error:      1624.66492, best error:      1592.95605 on epoch:    58, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 39.8870849609s, input_fired_time: 0.3491306007, output_fired_time: 0.3526400328, propagate_forward_time: 14.9560537338, propagate_backward_time: 21.8390312195, weight_update_time: 0.1231645569, other_time: 2.3902320862
epoch time: 3.5378971100s, input_fired_time: 0.0460695624, output_fired_time: 0.0000000000, propagate_forward_time: 3.0841312408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4076962471
validation[          , genome  2527] predictions:    9512/  10000 (95.12%), best:    9541/10000 (95.41%), error:      1655.91296, best error:      1592.95605 on epoch:    58, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 39.5127563477s, input_fired_time: 0.3480175436, output_fired_time: 0.3486234546, propagate_forward_time: 14.7925825119, propagate_backward_time: 21.6489486694, weight_update_time: 0.1235161722, other_time: 2.3745803833
epoch time: 3.6044497490s, input_fired_time: 0.0456767790, output_fired_time: 0.0000000000, propagate_forward_time: 3.1446440220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4141290188
validation[          , genome  2527] predictions:    9530/  10000 (95.30%), best:    9530/10000 (95.30%), error:      1582.30615, best error:      1582.30615 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 40.3364448547s, input_fired_time: 0.3511825502, output_fired_time: 0.3488209844, propagate_forward_time: 15.2741022110, propagate_backward_time: 22.0177192688, weight_update_time: 0.1233176216, other_time: 2.3446235657
epoch time: 3.5366480350s, input_fired_time: 0.0448903330, output_fired_time: 0.0000000000, propagate_forward_time: 3.0835926533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4081649780
validation[          , genome  2527] predictions:    9513/  10000 (95.13%), best:    9513/10000 (95.13%), error:      1575.76355, best error:      1575.76355 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 41.2040023804s, input_fired_time: 0.3607933819, output_fired_time: 0.3553822041, propagate_forward_time: 15.6534500122, propagate_backward_time: 22.4548988342, weight_update_time: 0.1241134629, other_time: 2.3794784546
epoch time: 3.6347854137s, input_fired_time: 0.0453612059, output_fired_time: 0.0000000000, propagate_forward_time: 3.1898128986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3996112347
validation[          , genome  2527] predictions:    9488/  10000 (94.88%), best:    9513/10000 (95.13%), error:      1677.13696, best error:      1575.76355 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 42.3604507446s, input_fired_time: 0.3681061566, output_fired_time: 0.3662256002, propagate_forward_time: 16.1469879150, propagate_backward_time: 23.0806560516, weight_update_time: 0.1287013888, other_time: 2.3984737396
epoch time: 3.5198047161s, input_fired_time: 0.0469131246, output_fired_time: 0.0000000000, propagate_forward_time: 3.0716750622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4012165070
validation[          , genome  2527] predictions:    9509/  10000 (95.09%), best:    9513/10000 (95.13%), error:      1607.25513, best error:      1575.76355 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 41.7132110596s, input_fired_time: 0.3595597744, output_fired_time: 0.3560057878, propagate_forward_time: 15.8967676163, propagate_backward_time: 22.7405242920, weight_update_time: 0.1256861240, other_time: 2.3603553772
epoch time: 3.7301023006s, input_fired_time: 0.0473835655, output_fired_time: 0.0000000000, propagate_forward_time: 3.2622117996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4205069542
validation[          , genome  2527] predictions:    9509/  10000 (95.09%), best:    9513/10000 (95.13%), error:      1620.80908, best error:      1575.76355 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 40.5915374756s, input_fired_time: 0.3522594869, output_fired_time: 0.3512471318, propagate_forward_time: 15.4333419800, propagate_backward_time: 22.1206512451, weight_update_time: 0.1223571450, other_time: 2.3340377808
epoch time: 3.5744912624s, input_fired_time: 0.0456280932, output_fired_time: 0.0000000000, propagate_forward_time: 3.1281023026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4007608891
validation[          , genome  2527] predictions:    9507/  10000 (95.07%), best:    9513/10000 (95.13%), error:      1617.34717, best error:      1575.76355 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 40.8295440674s, input_fired_time: 0.3527330160, output_fired_time: 0.3512480259, propagate_forward_time: 15.5883464813, propagate_backward_time: 22.2594490051, weight_update_time: 0.1211404204, other_time: 2.2777652740
epoch time: 3.6152999401s, input_fired_time: 0.0470478982, output_fired_time: 0.0000000000, propagate_forward_time: 3.1690385342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3992135525
validation[          , genome  2527] predictions:    9504/  10000 (95.04%), best:    9513/10000 (95.13%), error:      1636.44958, best error:      1575.76355 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 40.3812026978s, input_fired_time: 0.3546506166, output_fired_time: 0.3478380740, propagate_forward_time: 15.2999401093, propagate_backward_time: 21.9876823425, weight_update_time: 0.1245197654, other_time: 2.3910884857
epoch time: 3.8064544201s, input_fired_time: 0.0488203093, output_fired_time: 0.0000000000, propagate_forward_time: 3.3190503120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4385838509
validation[          , genome  2527] predictions:    9507/  10000 (95.07%), best:    9513/10000 (95.13%), error:      1624.39600, best error:      1575.76355 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 40.5376396179s, input_fired_time: 0.3531434238, output_fired_time: 0.3501133621, propagate_forward_time: 15.4332542419, propagate_backward_time: 22.0607948303, weight_update_time: 0.1247133687, other_time: 2.3403358459
epoch time: 3.1694126129s, input_fired_time: 0.0417512879, output_fired_time: 0.0000000000, propagate_forward_time: 2.7593202591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3683409691
validation[          , genome  2527] predictions:    9524/  10000 (95.24%), best:    9513/10000 (95.13%), error:      1620.96313, best error:      1575.76355 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 40.8016166687s, input_fired_time: 0.3580690026, output_fired_time: 0.3497597277, propagate_forward_time: 15.5242710114, propagate_backward_time: 22.2457332611, weight_update_time: 0.1231507286, other_time: 2.3237838745
epoch time: 3.5884943008s, input_fired_time: 0.0451425463, output_fired_time: 0.0000000000, propagate_forward_time: 3.1310346127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4123170376
validation[          , genome  2527] predictions:    9464/  10000 (94.64%), best:    9513/10000 (95.13%), error:      1694.55640, best error:      1575.76355 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 40.7638282776s, input_fired_time: 0.3519493341, output_fired_time: 0.3499245346, propagate_forward_time: 15.5312156677, propagate_backward_time: 22.2279396057, weight_update_time: 0.1238364279, other_time: 2.3027992249
epoch time: 3.5923764706s, input_fired_time: 0.0463958308, output_fired_time: 0.0000000000, propagate_forward_time: 3.1478669643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3981137276
validation[          , genome  2527] predictions:    9520/  10000 (95.20%), best:    9513/10000 (95.13%), error:      1587.65369, best error:      1575.76355 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 39.4277839661s, input_fired_time: 0.3461253047, output_fired_time: 0.3465303779, propagate_forward_time: 14.8308849335, propagate_backward_time: 21.6165866852, weight_update_time: 0.1207845584, other_time: 2.2876548767
epoch time: 3.6285791397s, input_fired_time: 0.0466417633, output_fired_time: 0.0000000000, propagate_forward_time: 3.1618072987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4201300144
validation[          , genome  2527] predictions:    9519/  10000 (95.19%), best:    9513/10000 (95.13%), error:      1597.93945, best error:      1575.76355 on epoch:    74, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 40.6663169861s, input_fired_time: 0.3528678715, output_fired_time: 0.3504894376, propagate_forward_time: 15.4363603592, propagate_backward_time: 22.1897811890, weight_update_time: 0.1239028722, other_time: 2.3368186951
epoch time: 3.6480932236s, input_fired_time: 0.0465846658, output_fired_time: 0.0000000000, propagate_forward_time: 3.1901650429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4113435745
validation[          , genome  2527] predictions:    9512/  10000 (95.12%), best:    9513/10000 (95.13%), error:      1616.48438, best error:      1575.76355 on epoch:    74, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 41.2569580078s, input_fired_time: 0.3572545350, output_fired_time: 0.3532015383, propagate_forward_time: 15.7481336594, propagate_backward_time: 22.4692668915, weight_update_time: 0.1243759170, other_time: 2.3290996552
epoch time: 3.5896198750s, input_fired_time: 0.0449149273, output_fired_time: 0.0000000000, propagate_forward_time: 3.1474726200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3972322941
validation[          , genome  2527] predictions:    9518/  10000 (95.18%), best:    9513/10000 (95.13%), error:      1580.68713, best error:      1575.76355 on epoch:    74, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 41.0386657715s, input_fired_time: 0.3548712730, output_fired_time: 0.3560498953, propagate_forward_time: 15.6672029495, propagate_backward_time: 22.3647956848, weight_update_time: 0.1240135804, other_time: 2.2957496643
epoch time: 3.5684432983s, input_fired_time: 0.0456647314, output_fired_time: 0.0000000000, propagate_forward_time: 3.1095731258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4132053852
validation[          , genome  2527] predictions:    9461/  10000 (94.61%), best:    9513/10000 (95.13%), error:      1730.45166, best error:      1575.76355 on epoch:    74, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 41.6135673523s, input_fired_time: 0.3568401933, output_fired_time: 0.3569802642, propagate_forward_time: 15.8826093674, propagate_backward_time: 22.6603202820, weight_update_time: 0.1260261983, other_time: 2.3568153381
epoch time: 3.6423013210s, input_fired_time: 0.0466176607, output_fired_time: 0.0000000000, propagate_forward_time: 3.1773736477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4183099270
validation[          , genome  2527] predictions:    9494/  10000 (94.94%), best:    9513/10000 (95.13%), error:      1593.76440, best error:      1575.76355 on epoch:    74, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 41.7112960815s, input_fired_time: 0.3626920283, output_fired_time: 0.3565209210, propagate_forward_time: 15.9074449539, propagate_backward_time: 22.7090492249, weight_update_time: 0.1259184629, other_time: 2.3755874634
epoch time: 3.8641996384s, input_fired_time: 0.0561553426, output_fired_time: 0.0000000000, propagate_forward_time: 3.3645410538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4435031414
validation[          , genome  2527] predictions:    9524/  10000 (95.24%), best:    9513/10000 (95.13%), error:      1598.39294, best error:      1575.76355 on epoch:    74, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 41.1892890930s, input_fired_time: 0.3568246067, output_fired_time: 0.3557885289, propagate_forward_time: 15.6681842804, propagate_backward_time: 22.4734134674, weight_update_time: 0.1230426580, other_time: 2.3350791931
epoch time: 3.6142613888s, input_fired_time: 0.0473826714, output_fired_time: 0.0000000000, propagate_forward_time: 3.1545636654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4123151302
validation[          , genome  2527] predictions:    9517/  10000 (95.17%), best:    9513/10000 (95.13%), error:      1597.02087, best error:      1575.76355 on epoch:    74, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 40.4521903992s, input_fired_time: 0.3523239791, output_fired_time: 0.3508489132, propagate_forward_time: 15.3282108307, propagate_backward_time: 22.1063556671, weight_update_time: 0.1221978068, other_time: 2.3144493103
epoch time: 3.6952042580s, input_fired_time: 0.0489301048, output_fired_time: 0.0000000000, propagate_forward_time: 3.2181158066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4281582832
validation[          , genome  2527] predictions:    9529/  10000 (95.29%), best:    9513/10000 (95.13%), error:      1604.72229, best error:      1575.76355 on epoch:    74, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 41.2141418457s, input_fired_time: 0.3605689704, output_fired_time: 0.3522848487, propagate_forward_time: 15.7740383148, propagate_backward_time: 22.4567661285, weight_update_time: 0.1231971830, other_time: 2.2704849243
epoch time: 3.6020324230s, input_fired_time: 0.0459615439, output_fired_time: 0.0000000000, propagate_forward_time: 3.1440653801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4120054245
validation[          , genome  2527] predictions:    9519/  10000 (95.19%), best:    9513/10000 (95.13%), error:      1590.38977, best error:      1575.76355 on epoch:    74, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 41.0683517456s, input_fired_time: 0.3553066254, output_fired_time: 0.3538236618, propagate_forward_time: 15.6640653610, propagate_backward_time: 22.3661422729, weight_update_time: 0.1247196496, other_time: 2.3290100098
epoch time: 3.7226619720s, input_fired_time: 0.0488908067, output_fired_time: 0.0000000000, propagate_forward_time: 3.2449111938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4288599491
validation[          , genome  2527] predictions:    9530/  10000 (95.30%), best:    9513/10000 (95.13%), error:      1580.54919, best error:      1575.76355 on epoch:    74, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 41.3028678894s, input_fired_time: 0.3573125303, output_fired_time: 0.3520789146, propagate_forward_time: 15.7551145554, propagate_backward_time: 22.5446624756, weight_update_time: 0.1240189821, other_time: 2.2937011719
epoch time: 3.7853963375s, input_fired_time: 0.0515741631, output_fired_time: 0.0000000000, propagate_forward_time: 3.2917754650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4420466423
validation[          , genome  2527] predictions:    9531/  10000 (95.31%), best:    9513/10000 (95.13%), error:      1603.84265, best error:      1575.76355 on epoch:    74, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 41.0761184692s, input_fired_time: 0.3578462303, output_fired_time: 0.3510471880, propagate_forward_time: 15.6451063156, propagate_backward_time: 22.3760089874, weight_update_time: 0.1244473383, other_time: 2.3461093903
epoch time: 3.8285329342s, input_fired_time: 0.0499821305, output_fired_time: 0.0000000000, propagate_forward_time: 3.3379955292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4405553341
validation[          , genome  2527] predictions:    9503/  10000 (95.03%), best:    9513/10000 (95.13%), error:      1631.89331, best error:      1575.76355 on epoch:    74, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 41.4210014343s, input_fired_time: 0.3604039252, output_fired_time: 0.3578720987, propagate_forward_time: 15.8143367767, propagate_backward_time: 22.5921955109, weight_update_time: 0.1248905361, other_time: 2.2961921692
epoch time: 3.5919940472s, input_fired_time: 0.0464547463, output_fired_time: 0.0000000000, propagate_forward_time: 3.1328115463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4127278328
validation[          , genome  2527] predictions:    9521/  10000 (95.21%), best:    9513/10000 (95.13%), error:      1585.91064, best error:      1575.76355 on epoch:    74, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 40.8125305176s, input_fired_time: 0.3539163768, output_fired_time: 0.3564510942, propagate_forward_time: 15.4558248520, propagate_backward_time: 22.2559776306, weight_update_time: 0.1258323193, other_time: 2.3903579712
epoch time: 3.5342857838s, input_fired_time: 0.0453393459, output_fired_time: 0.0000000000, propagate_forward_time: 3.0924041271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3965423107
validation[          , genome  2527] predictions:    9509/  10000 (95.09%), best:    9513/10000 (95.13%), error:      1606.39709, best error:      1575.76355 on epoch:    74, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 41.3026428223s, input_fired_time: 0.3592058122, output_fired_time: 0.3542563319, propagate_forward_time: 15.7541856766, propagate_backward_time: 22.5082530975, weight_update_time: 0.1241823286, other_time: 2.3267421722
epoch time: 3.4371678829s, input_fired_time: 0.0454428680, output_fired_time: 0.0000000000, propagate_forward_time: 2.9857215881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4060034752
validation[          , genome  2527] predictions:    9515/  10000 (95.15%), best:    9513/10000 (95.13%), error:      1604.98547, best error:      1575.76355 on epoch:    74, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 41.1723175049s, input_fired_time: 0.3566839993, output_fired_time: 0.3523212075, propagate_forward_time: 15.7313146591, propagate_backward_time: 22.4353561401, weight_update_time: 0.1230534464, other_time: 2.2966384888
epoch time: 3.5437674522s, input_fired_time: 0.0467577949, output_fired_time: 0.0000000000, propagate_forward_time: 3.0955667496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4014430046
validation[          , genome  2527] predictions:    9499/  10000 (94.99%), best:    9513/10000 (95.13%), error:      1640.30908, best error:      1575.76355 on epoch:    74, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 40.7454261780s, input_fired_time: 0.3564702570, output_fired_time: 0.3539251089, propagate_forward_time: 15.3942928314, propagate_backward_time: 22.2777042389, weight_update_time: 0.1249365434, other_time: 2.3630332947
epoch time: 3.6194045544s, input_fired_time: 0.0466381833, output_fired_time: 0.0000000000, propagate_forward_time: 3.1678745747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4048917294
validation[          , genome  2527] predictions:    9509/  10000 (95.09%), best:    9513/10000 (95.13%), error:      1593.85303, best error:      1575.76355 on epoch:    74, 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: 17.7221546173s, input_fired_time: 0.2281635106, output_fired_time: 0.0000000000, propagate_forward_time: 15.3346776962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1593141556
best training[          , genome  2527] predictions:   48389/  50000 (96.78%), best:    9513/10000 (95.13%), error:      5909.37305, best error:      1575.76355 on epoch:    74, 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: 3.7801773548s, input_fired_time: 0.0485230312, output_fired_time: 0.0000000000, propagate_forward_time: 3.2967495918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4349048138
   testing[          , genome  2527] predictions:    9604/  10000 (96.04%), best:    9513/10000 (95.13%), error:      1417.68152, best error:      1575.76355 on epoch:    74, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:30:13 (1752): called boinc_finish(0)

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