Nameexact_genome_1512568488_45_2460_0
Workunit2583507
Created6 Dec 2017, 23:44:58 UTC
Sent6 Dec 2017, 23:46:25 UTC
Report deadline9 Dec 2017, 16:59:10 UTC
Received7 Dec 2017, 1:21:31 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time1 hours 34 min 45 sec
CPU time1 hours 34 min 42 sec
Validate stateValid
Credit679.30
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.03 MB
Peak swap size150.14 MB
Peak disk usage0.92 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 51.6307220459s, input_fired_time: 0.3975426853, output_fired_time: 0.2860493958, propagate_forward_time: 21.0474586487, propagate_backward_time: 27.8822917938, weight_update_time: 0.0983018577, other_time: 2.0173816681
epoch time: 4.6211190224s, input_fired_time: 0.0450605787, output_fired_time: 0.0000000000, propagate_forward_time: 4.2072086334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688497543
validation[          , genome  2460] predictions:    9456/  10000 (94.56%), best:    9456/10000 (94.56%), error:      1741.08606, best error:      1741.08606 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 51.0103225708s, input_fired_time: 0.3942351937, output_fired_time: 0.2833661437, propagate_forward_time: 20.8036155701, propagate_backward_time: 27.5279159546, weight_update_time: 0.0971643701, other_time: 2.0011901855
epoch time: 4.2680063248s, input_fired_time: 0.0422317944, output_fired_time: 0.0000000000, propagate_forward_time: 3.8758459091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3499288559
validation[          , genome  2460] predictions:    9403/  10000 (94.03%), best:    9456/10000 (94.56%), error:      2004.42017, best error:      1741.08606 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 51.3880233765s, input_fired_time: 0.3958890438, output_fired_time: 0.2838746905, propagate_forward_time: 20.9440479279, propagate_backward_time: 27.7471599579, weight_update_time: 0.0983771011, other_time: 2.0170516968
epoch time: 4.6263289452s, input_fired_time: 0.0444820151, output_fired_time: 0.0000000000, propagate_forward_time: 4.2207484245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3610982895
validation[          , genome  2460] predictions:    9485/  10000 (94.85%), best:    9485/10000 (94.85%), error:      1706.52502, best error:      1706.52502 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 51.3350219727s, input_fired_time: 0.3927556276, output_fired_time: 0.2773047090, propagate_forward_time: 21.0018711090, propagate_backward_time: 27.6762943268, weight_update_time: 0.0982928574, other_time: 1.9867935181
epoch time: 4.6180138588s, input_fired_time: 0.0449986719, output_fired_time: 0.0000000000, propagate_forward_time: 4.2118182182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3611969948
validation[          , genome  2460] predictions:    9485/  10000 (94.85%), best:    9485/10000 (94.85%), error:      1690.71570, best error:      1690.71570 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 50.9435386658s, input_fired_time: 0.3905298710, output_fired_time: 0.2765676379, propagate_forward_time: 20.8436508179, propagate_backward_time: 27.4510631561, weight_update_time: 0.0977093577, other_time: 1.9817256927
epoch time: 4.4200277328s, input_fired_time: 0.0437672846, output_fired_time: 0.0000000000, propagate_forward_time: 4.0165081024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3597521782
validation[          , genome  2460] predictions:    9404/  10000 (94.04%), best:    9485/10000 (94.85%), error:      2014.24890, best error:      1690.71570 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 48.8594093323s, input_fired_time: 0.3824178278, output_fired_time: 0.2679467201, propagate_forward_time: 19.8898620605, propagate_backward_time: 26.3629360199, weight_update_time: 0.0937690139, other_time: 1.9562435150
epoch time: 4.5838003159s, input_fired_time: 0.0446865596, output_fired_time: 0.0000000000, propagate_forward_time: 4.1693644524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3697490692
validation[          , genome  2460] predictions:    9449/  10000 (94.49%), best:    9485/10000 (94.85%), error:      1777.49512, best error:      1690.71570 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 50.9510765076s, input_fired_time: 0.3936488628, output_fired_time: 0.2802643180, propagate_forward_time: 20.7593879700, propagate_backward_time: 27.5227928162, weight_update_time: 0.0975983515, other_time: 1.9949798584
epoch time: 4.6206693649s, input_fired_time: 0.0450676568, output_fired_time: 0.0000000000, propagate_forward_time: 4.2077517509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3678498268
validation[          , genome  2460] predictions:    9405/  10000 (94.05%), best:    9485/10000 (94.85%), error:      1970.59778, best error:      1690.71570 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 51.5780296326s, input_fired_time: 0.3965281844, output_fired_time: 0.2845214903, propagate_forward_time: 21.0538311005, propagate_backward_time: 27.8326473236, weight_update_time: 0.0979736447, other_time: 2.0105018616
epoch time: 4.6213827133s, input_fired_time: 0.0449485444, output_fired_time: 0.0000000000, propagate_forward_time: 4.2084512711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3679828644
validation[          , genome  2460] predictions:    9479/  10000 (94.79%), best:    9485/10000 (94.85%), error:      1740.51648, best error:      1690.71570 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 51.0738525391s, input_fired_time: 0.3925417364, output_fired_time: 0.2761856318, propagate_forward_time: 20.8982467651, propagate_backward_time: 27.5197772980, weight_update_time: 0.0970128253, other_time: 1.9871044159
epoch time: 4.6115789413s, input_fired_time: 0.0449759252, output_fired_time: 0.0000000000, propagate_forward_time: 4.2047734261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3618297577
validation[          , genome  2460] predictions:    9506/  10000 (95.06%), best:    9506/10000 (95.06%), error:      1658.37048, best error:      1658.37048 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 51.5545158386s, input_fired_time: 0.3969863951, output_fired_time: 0.2840189040, propagate_forward_time: 21.0471191406, propagate_backward_time: 27.8183441162, weight_update_time: 0.0980339348, other_time: 2.0080451965
epoch time: 4.6209597588s, input_fired_time: 0.0452650860, output_fired_time: 0.0000000000, propagate_forward_time: 4.2072801590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3684144020
validation[          , genome  2460] predictions:    9490/  10000 (94.90%), best:    9490/10000 (94.90%), error:      1632.61829, best error:      1632.61829 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 51.5935897827s, input_fired_time: 0.3977162242, output_fired_time: 0.2847512662, propagate_forward_time: 21.0645561218, propagate_backward_time: 27.8385982513, weight_update_time: 0.0981783494, other_time: 2.0079669952
epoch time: 4.6179413795s, input_fired_time: 0.0451437049, output_fired_time: 0.0000000000, propagate_forward_time: 4.2042703629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685274124
validation[          , genome  2460] predictions:    9515/  10000 (95.15%), best:    9515/10000 (95.15%), error:      1616.64050, best error:      1616.64050 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 50.5727615356s, input_fired_time: 0.3932729661, output_fired_time: 0.2801860869, propagate_forward_time: 20.6480712891, propagate_backward_time: 27.2688999176, weight_update_time: 0.0963471085, other_time: 1.9823322296
epoch time: 4.4844012260s, input_fired_time: 0.0440835692, output_fired_time: 0.0000000000, propagate_forward_time: 4.0831518173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3571658134
validation[          , genome  2460] predictions:    9480/  10000 (94.80%), best:    9515/10000 (95.15%), error:      1697.38123, best error:      1616.64050 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 49.7521858215s, input_fired_time: 0.3902348578, output_fired_time: 0.2751914561, propagate_forward_time: 20.2994518280, propagate_backward_time: 26.8219280243, weight_update_time: 0.0951850191, other_time: 1.9653778076
epoch time: 4.5909628868s, input_fired_time: 0.0444171242, output_fired_time: 0.0000000000, propagate_forward_time: 4.1841397285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3624062538
validation[          , genome  2460] predictions:    9426/  10000 (94.26%), best:    9515/10000 (95.15%), error:      1886.78333, best error:      1616.64050 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 51.3016128540s, input_fired_time: 0.3943354785, output_fired_time: 0.2911110818, propagate_forward_time: 20.9264183044, propagate_backward_time: 27.6958942413, weight_update_time: 0.0977603123, other_time: 1.9938526154
epoch time: 4.5066971779s, input_fired_time: 0.0440934412, output_fired_time: 0.0000000000, propagate_forward_time: 4.0987520218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3638515472
validation[          , genome  2460] predictions:    9494/  10000 (94.94%), best:    9515/10000 (95.15%), error:      1645.15942, best error:      1616.64050 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 50.6995048523s, input_fired_time: 0.3929344118, output_fired_time: 0.2817475200, propagate_forward_time: 20.6682720184, propagate_backward_time: 27.3659496307, weight_update_time: 0.0973140970, other_time: 1.9906044006
epoch time: 4.6076803207s, input_fired_time: 0.0445303284, output_fired_time: 0.0000000000, propagate_forward_time: 4.1950135231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3681364059
validation[          , genome  2460] predictions:    9413/  10000 (94.13%), best:    9515/10000 (95.15%), error:      1871.02148, best error:      1616.64050 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 48.5530776978s, input_fired_time: 0.3826864362, output_fired_time: 0.2700668871, propagate_forward_time: 19.7918224335, propagate_backward_time: 26.1680908203, weight_update_time: 0.0934149772, other_time: 1.9404125214
epoch time: 4.6191115379s, input_fired_time: 0.0451022685, output_fired_time: 0.0000000000, propagate_forward_time: 4.2068834305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671259880
validation[          , genome  2460] predictions:    9484/  10000 (94.84%), best:    9515/10000 (95.15%), error:      1706.91382, best error:      1616.64050 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 51.5772666931s, input_fired_time: 0.3976472020, output_fired_time: 0.2853256166, propagate_forward_time: 21.0322189331, propagate_backward_time: 27.8604488373, weight_update_time: 0.0985339433, other_time: 2.0016269684
epoch time: 4.2188181877s, input_fired_time: 0.0426734239, output_fired_time: 0.0000000000, propagate_forward_time: 3.8280770779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3480675220
validation[          , genome  2460] predictions:    9509/  10000 (95.09%), best:    9515/10000 (95.15%), error:      1673.29236, best error:      1616.64050 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 50.9137077332s, input_fired_time: 0.3925922215, output_fired_time: 0.2763339579, propagate_forward_time: 20.7975673676, propagate_backward_time: 27.4599075317, weight_update_time: 0.0971422568, other_time: 1.9873065948
epoch time: 4.6147251129s, input_fired_time: 0.0452053286, output_fired_time: 0.0000000000, propagate_forward_time: 4.2083711624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3611488342
validation[          , genome  2460] predictions:    9483/  10000 (94.83%), best:    9515/10000 (95.15%), error:      1671.11841, best error:      1616.64050 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 50.5565376282s, input_fired_time: 0.3915134370, output_fired_time: 0.2759262323, propagate_forward_time: 20.6359138489, propagate_backward_time: 27.2748584747, weight_update_time: 0.0959526151, other_time: 1.9783267975
epoch time: 4.6102213860s, input_fired_time: 0.0453129224, output_fired_time: 0.0000000000, propagate_forward_time: 4.1974663734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674421310
validation[          , genome  2460] predictions:    9522/  10000 (95.22%), best:    9522/10000 (95.22%), error:      1520.52539, best error:      1520.52539 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 50.7176818848s, input_fired_time: 0.3947480321, output_fired_time: 0.2806367874, propagate_forward_time: 20.6852588654, propagate_backward_time: 27.3701572418, weight_update_time: 0.0972448438, other_time: 1.9868812561
epoch time: 4.6130094528s, input_fired_time: 0.0450360849, output_fired_time: 0.0000000000, propagate_forward_time: 4.2002654076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677077293
validation[          , genome  2460] predictions:    9517/  10000 (95.17%), best:    9522/10000 (95.22%), error:      1560.74255, best error:      1520.52539 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 51.5310630798s, input_fired_time: 0.3989075124, output_fired_time: 0.2859001160, propagate_forward_time: 21.0240001678, propagate_backward_time: 27.8345775604, weight_update_time: 0.0987358987, other_time: 1.9876785278
epoch time: 4.6079516411s, input_fired_time: 0.0447129458, output_fired_time: 0.0000000000, propagate_forward_time: 4.2022624016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3609762192
validation[          , genome  2460] predictions:    9480/  10000 (94.80%), best:    9522/10000 (95.22%), error:      1697.26367, best error:      1520.52539 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 51.5355110168s, input_fired_time: 0.3982064426, output_fired_time: 0.2858603001, propagate_forward_time: 21.0245227814, propagate_backward_time: 27.8369922638, weight_update_time: 0.0984824821, other_time: 1.9899291992
epoch time: 4.6132555008s, input_fired_time: 0.0450259931, output_fired_time: 0.0000000000, propagate_forward_time: 4.2016468048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3665828705
validation[          , genome  2460] predictions:    9538/  10000 (95.38%), best:    9522/10000 (95.22%), error:      1586.76990, best error:      1520.52539 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 51.1268119812s, input_fired_time: 0.3970732391, output_fired_time: 0.2832673490, propagate_forward_time: 20.8494281769, propagate_backward_time: 27.6021308899, weight_update_time: 0.0974982530, other_time: 1.9949131012
epoch time: 4.6423106194s, input_fired_time: 0.0456556231, output_fired_time: 0.0000000000, propagate_forward_time: 4.2282562256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3683986664
validation[          , genome  2460] predictions:    9503/  10000 (95.03%), best:    9522/10000 (95.22%), error:      1640.74573, best error:      1520.52539 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 51.7483062744s, input_fired_time: 0.3998869359, output_fired_time: 0.2865314484, propagate_forward_time: 21.1026878357, propagate_backward_time: 27.9533214569, weight_update_time: 0.0988887474, other_time: 2.0058803558
epoch time: 4.6390790939s, input_fired_time: 0.0452905819, output_fired_time: 0.0000000000, propagate_forward_time: 4.2261071205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676815033
validation[          , genome  2460] predictions:    9551/  10000 (95.51%), best:    9551/10000 (95.51%), error:      1491.50012, best error:      1491.50012 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 51.6488914490s, input_fired_time: 0.3990834951, output_fired_time: 0.2858582139, propagate_forward_time: 21.0586719513, propagate_backward_time: 27.9016551971, weight_update_time: 0.0985670835, other_time: 2.0036239624
epoch time: 4.6052327156s, input_fired_time: 0.0451743603, output_fired_time: 0.0000000000, propagate_forward_time: 4.1924495697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676090240
validation[          , genome  2460] predictions:    9277/  10000 (92.77%), best:    9551/10000 (95.51%), error:      2358.00098, best error:      1491.50012 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 51.3323707581s, input_fired_time: 0.3976083398, output_fired_time: 0.2841525674, propagate_forward_time: 20.9366302490, propagate_backward_time: 27.7060050964, weight_update_time: 0.0979571417, other_time: 2.0079727173
epoch time: 4.5940518379s, input_fired_time: 0.0448221676, output_fired_time: 0.0000000000, propagate_forward_time: 4.1841368675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3650927544
validation[          , genome  2460] predictions:    9538/  10000 (95.38%), best:    9551/10000 (95.51%), error:      1568.21460, best error:      1491.50012 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 51.3641128540s, input_fired_time: 0.3952996135, output_fired_time: 0.2779858708, propagate_forward_time: 20.9980773926, propagate_backward_time: 27.6987590790, weight_update_time: 0.0975787491, other_time: 1.9939937592
epoch time: 4.5985655785s, input_fired_time: 0.0453190319, output_fired_time: 0.0000000000, propagate_forward_time: 4.1861095428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671369553
validation[          , genome  2460] predictions:    9486/  10000 (94.86%), best:    9551/10000 (95.51%), error:      1643.89563, best error:      1491.50012 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 50.8679122925s, input_fired_time: 0.3940188289, output_fired_time: 0.2785075307, propagate_forward_time: 20.7636966705, propagate_backward_time: 27.4410076141, weight_update_time: 0.0970217586, other_time: 1.9906806946
epoch time: 4.6221981049s, input_fired_time: 0.0454944521, output_fired_time: 0.0000000000, propagate_forward_time: 4.2110948563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3656086922
validation[          , genome  2460] predictions:    9501/  10000 (95.01%), best:    9551/10000 (95.51%), error:      1592.59839, best error:      1491.50012 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 49.3026084900s, input_fired_time: 0.3860204816, output_fired_time: 0.2708811164, propagate_forward_time: 20.1131668091, propagate_backward_time: 26.5884742737, weight_update_time: 0.0939892530, other_time: 1.9440650940
epoch time: 4.3728017807s, input_fired_time: 0.0437474325, output_fired_time: 0.0000000000, propagate_forward_time: 3.9739408493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3551135063
validation[          , genome  2460] predictions:    9526/  10000 (95.26%), best:    9551/10000 (95.51%), error:      1583.86877, best error:      1491.50012 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 50.4305381775s, input_fired_time: 0.3937338293, output_fired_time: 0.2793533504, propagate_forward_time: 20.5663814545, propagate_backward_time: 27.2117977142, weight_update_time: 0.0967652425, other_time: 1.9792709351
epoch time: 4.6159977913s, input_fired_time: 0.0458820909, output_fired_time: 0.0000000000, propagate_forward_time: 4.2092642784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3608512878
validation[          , genome  2460] predictions:    9522/  10000 (95.22%), best:    9551/10000 (95.51%), error:      1562.86267, best error:      1491.50012 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 51.7336921692s, input_fired_time: 0.3998657167, output_fired_time: 0.2855819166, propagate_forward_time: 21.0970592499, propagate_backward_time: 27.9462223053, weight_update_time: 0.0989139378, other_time: 2.0049629211
epoch time: 4.5406923294s, input_fired_time: 0.0447801054, output_fired_time: 0.0000000000, propagate_forward_time: 4.1337313652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3621807098
validation[          , genome  2460] predictions:    9526/  10000 (95.26%), best:    9551/10000 (95.51%), error:      1647.73425, best error:      1491.50012 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 50.1532173157s, input_fired_time: 0.3961651325, output_fired_time: 0.2784387469, propagate_forward_time: 20.4160938263, propagate_backward_time: 27.0918064117, weight_update_time: 0.0958640128, other_time: 1.9707145691
epoch time: 4.6248846054s, input_fired_time: 0.0453647748, output_fired_time: 0.0000000000, propagate_forward_time: 4.2109727859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685469627
validation[          , genome  2460] predictions:    9522/  10000 (95.22%), best:    9551/10000 (95.51%), error:      1647.36963, best error:      1491.50012 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 51.6251869202s, input_fired_time: 0.4007461369, output_fired_time: 0.2862599194, propagate_forward_time: 21.0488986969, propagate_backward_time: 27.8776473999, weight_update_time: 0.0988723859, other_time: 2.0116367340
epoch time: 4.6201658249s, input_fired_time: 0.0459741540, output_fired_time: 0.0000000000, propagate_forward_time: 4.2070960999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3670954704
validation[          , genome  2460] predictions:    9506/  10000 (95.06%), best:    9551/10000 (95.51%), error:      1679.40137, best error:      1491.50012 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 51.4568138123s, input_fired_time: 0.4087488651, output_fired_time: 0.2845529020, propagate_forward_time: 20.9607410431, propagate_backward_time: 27.8046970367, weight_update_time: 0.0985946283, other_time: 1.9980735779
epoch time: 4.4420175552s, input_fired_time: 0.0439356901, output_fired_time: 0.0000000000, propagate_forward_time: 4.0398588181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3582229614
validation[          , genome  2460] predictions:    9531/  10000 (95.31%), best:    9551/10000 (95.51%), error:      1512.52698, best error:      1491.50012 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 51.2453536987s, input_fired_time: 0.4012295306, output_fired_time: 0.2811757028, propagate_forward_time: 20.9273071289, propagate_backward_time: 27.6391487122, weight_update_time: 0.0975833088, other_time: 1.9964904785
epoch time: 4.6326842308s, input_fired_time: 0.0458524078, output_fired_time: 0.0000000000, propagate_forward_time: 4.2181644440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3686676025
validation[          , genome  2460] predictions:    9510/  10000 (95.10%), best:    9551/10000 (95.51%), error:      1563.61316, best error:      1491.50012 on epoch:    37, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 51.6090393066s, input_fired_time: 0.4001543224, output_fired_time: 0.2844371498, propagate_forward_time: 21.0654468536, propagate_backward_time: 27.8463363647, weight_update_time: 0.0982298777, other_time: 2.0126667023
epoch time: 4.6339015961s, input_fired_time: 0.0456699543, output_fired_time: 0.0000000000, propagate_forward_time: 4.2189435959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3692879677
validation[          , genome  2460] predictions:    9519/  10000 (95.19%), best:    9551/10000 (95.51%), error:      1615.01819, best error:      1491.50012 on epoch:    37, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 51.6204910278s, input_fired_time: 0.4003893733, output_fired_time: 0.2840923071, propagate_forward_time: 21.0787658691, propagate_backward_time: 27.8492145538, weight_update_time: 0.0980745628, other_time: 2.0080280304
epoch time: 4.6208639145s, input_fired_time: 0.0460674874, output_fired_time: 0.0000000000, propagate_forward_time: 4.2127437592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3620524406
validation[          , genome  2460] predictions:    9497/  10000 (94.97%), best:    9551/10000 (95.51%), error:      1649.51929, best error:      1491.50012 on epoch:    37, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 51.4904174805s, input_fired_time: 0.3994302452, output_fired_time: 0.2814005911, propagate_forward_time: 21.0464401245, propagate_backward_time: 27.7586078644, weight_update_time: 0.0982136130, other_time: 2.0045413971
epoch time: 4.6200232506s, input_fired_time: 0.0465365089, output_fired_time: 0.0000000000, propagate_forward_time: 4.2047295570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687572479
validation[          , genome  2460] predictions:    9508/  10000 (95.08%), best:    9551/10000 (95.51%), error:      1649.44116, best error:      1491.50012 on epoch:    37, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 51.5005073547s, input_fired_time: 0.4007876217, output_fired_time: 0.2836357951, propagate_forward_time: 21.0113162994, propagate_backward_time: 27.7968006134, weight_update_time: 0.0983220190, other_time: 2.0079689026
epoch time: 4.6273231506s, input_fired_time: 0.0458018780, output_fired_time: 0.0000000000, propagate_forward_time: 4.2129249573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685960770
validation[          , genome  2460] predictions:    9488/  10000 (94.88%), best:    9551/10000 (95.51%), error:      1634.60596, best error:      1491.50012 on epoch:    37, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 51.6228637695s, input_fired_time: 0.4021456242, output_fired_time: 0.2847796082, propagate_forward_time: 21.0625324249, propagate_backward_time: 27.8559341431, weight_update_time: 0.0983119905, other_time: 2.0174732208
epoch time: 4.6283307076s, input_fired_time: 0.0467305183, output_fired_time: 0.0000000000, propagate_forward_time: 4.2130012512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685989380
validation[          , genome  2460] predictions:    9524/  10000 (95.24%), best:    9551/10000 (95.51%), error:      1577.40027, best error:      1491.50012 on epoch:    37, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 51.6716651917s, input_fired_time: 0.4019828737, output_fired_time: 0.2855773270, propagate_forward_time: 21.0669994354, propagate_backward_time: 27.9036693573, weight_update_time: 0.0984890237, other_time: 2.0134391785
epoch time: 4.6289186478s, input_fired_time: 0.0459922366, output_fired_time: 0.0000000000, propagate_forward_time: 4.2163696289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3665566444
validation[          , genome  2460] predictions:    9532/  10000 (95.32%), best:    9551/10000 (95.51%), error:      1561.43787, best error:      1491.50012 on epoch:    37, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 51.5297813416s, input_fired_time: 0.3962315023, output_fired_time: 0.2730549872, propagate_forward_time: 21.1178379059, propagate_backward_time: 27.7277660370, weight_update_time: 0.0983364210, other_time: 2.0148887634
epoch time: 4.6257352829s, input_fired_time: 0.0459936634, output_fired_time: 0.0000000000, propagate_forward_time: 4.2195444107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3601970673
validation[          , genome  2460] predictions:    9567/  10000 (95.67%), best:    9567/10000 (95.67%), error:      1479.98254, best error:      1479.98254 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 51.5258102417s, input_fired_time: 0.3991315663, output_fired_time: 0.2802916169, propagate_forward_time: 21.0482864380, propagate_backward_time: 27.7910270691, weight_update_time: 0.0984960496, other_time: 2.0070724487
epoch time: 4.6121783257s, input_fired_time: 0.0457248874, output_fired_time: 0.0000000000, propagate_forward_time: 4.1992797852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671736717
validation[          , genome  2460] predictions:    9550/  10000 (95.50%), best:    9550/10000 (95.50%), error:      1457.77124, best error:      1457.77124 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 51.5932121277s, input_fired_time: 0.4019562900, output_fired_time: 0.2858750820, propagate_forward_time: 21.0263538361, propagate_backward_time: 27.8637962341, weight_update_time: 0.0990200192, other_time: 2.0152339935
epoch time: 4.5434083939s, input_fired_time: 0.0459813662, output_fired_time: 0.0000000000, propagate_forward_time: 4.1331071854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3643198013
validation[          , genome  2460] predictions:    9536/  10000 (95.36%), best:    9550/10000 (95.50%), error:      1522.86206, best error:      1457.77124 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 51.8304176331s, input_fired_time: 0.4043641388, output_fired_time: 0.2870689034, propagate_forward_time: 21.1365127563, propagate_backward_time: 27.9878787994, weight_update_time: 0.0994790867, other_time: 2.0145931244
epoch time: 4.6406164169s, input_fired_time: 0.0464103222, output_fired_time: 0.0000000000, propagate_forward_time: 4.2248115540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3693943024
validation[          , genome  2460] predictions:    9544/  10000 (95.44%), best:    9550/10000 (95.50%), error:      1459.89392, best error:      1457.77124 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 51.8260574341s, input_fired_time: 0.4027338922, output_fired_time: 0.2871146798, propagate_forward_time: 21.1338729858, propagate_backward_time: 27.9886684418, weight_update_time: 0.0991404802, other_time: 2.0136699677
epoch time: 4.6398692131s, input_fired_time: 0.0463404208, output_fired_time: 0.0000000000, propagate_forward_time: 4.2251129150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3684158325
validation[          , genome  2460] predictions:    9526/  10000 (95.26%), best:    9550/10000 (95.50%), error:      1513.43567, best error:      1457.77124 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 51.8569221497s, input_fired_time: 0.4048560262, output_fired_time: 0.2876805067, propagate_forward_time: 21.1431293488, propagate_backward_time: 28.0009899139, weight_update_time: 0.0993914008, other_time: 2.0202636719
epoch time: 4.6410865784s, input_fired_time: 0.0464778021, output_fired_time: 0.0000000000, propagate_forward_time: 4.2257394791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688693047
validation[          , genome  2460] predictions:    9548/  10000 (95.48%), best:    9550/10000 (95.50%), error:      1499.75671, best error:      1457.77124 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 51.6305580139s, input_fired_time: 0.3982946575, output_fired_time: 0.2769879103, propagate_forward_time: 21.1458339691, propagate_backward_time: 27.8183383942, weight_update_time: 0.0986708552, other_time: 1.9911003113
epoch time: 4.6387262344s, input_fired_time: 0.0458695441, output_fired_time: 0.0000000000, propagate_forward_time: 4.2304320335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3624248505
validation[          , genome  2460] predictions:    9499/  10000 (94.99%), best:    9550/10000 (95.50%), error:      1663.52429, best error:      1457.77124 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 51.8335914612s, input_fired_time: 0.4038460553, output_fired_time: 0.2857980728, propagate_forward_time: 21.1535854340, propagate_backward_time: 27.9794807434, weight_update_time: 0.0991635397, other_time: 2.0108814240
epoch time: 4.6464238167s, input_fired_time: 0.0471508391, output_fired_time: 0.0000000000, propagate_forward_time: 4.2300195694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3692536354
validation[          , genome  2460] predictions:    9510/  10000 (95.10%), best:    9550/10000 (95.50%), error:      1585.77710, best error:      1457.77124 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 51.8725471497s, input_fired_time: 0.4049228132, output_fired_time: 0.2873592377, propagate_forward_time: 21.1513404846, propagate_backward_time: 28.0138893127, weight_update_time: 0.0991454422, other_time: 2.0150375366
epoch time: 4.6422033310s, input_fired_time: 0.0462912619, output_fired_time: 0.0000000000, propagate_forward_time: 4.2265214920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3693904877
validation[          , genome  2460] predictions:    9458/  10000 (94.58%), best:    9550/10000 (95.50%), error:      1757.43518, best error:      1457.77124 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 51.8868827820s, input_fired_time: 0.4050710201, output_fired_time: 0.2878345549, propagate_forward_time: 21.1550102234, propagate_backward_time: 28.0218105316, weight_update_time: 0.0994552597, other_time: 2.0171566010
epoch time: 4.6493034363s, input_fired_time: 0.0470408797, output_fired_time: 0.0000000000, propagate_forward_time: 4.2324819565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3697805405
validation[          , genome  2460] predictions:    9508/  10000 (95.08%), best:    9550/10000 (95.50%), error:      1637.09924, best error:      1457.77124 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 51.9195175171s, input_fired_time: 0.4059873521, output_fired_time: 0.2878416777, propagate_forward_time: 21.1623420715, propagate_backward_time: 28.0420055389, weight_update_time: 0.0995222405, other_time: 2.0213413239
epoch time: 4.6454071999s, input_fired_time: 0.0465698615, output_fired_time: 0.0000000000, propagate_forward_time: 4.2293009758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3695363998
validation[          , genome  2460] predictions:    9536/  10000 (95.36%), best:    9550/10000 (95.50%), error:      1472.92627, best error:      1457.77124 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 51.6972122192s, input_fired_time: 0.4009214342, output_fired_time: 0.2793533802, propagate_forward_time: 21.1328468323, propagate_backward_time: 27.8844814301, weight_update_time: 0.0987100005, other_time: 1.9996089935
epoch time: 4.6424231529s, input_fired_time: 0.0465559848, output_fired_time: 0.0000000000, propagate_forward_time: 4.2259745598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3698925972
validation[          , genome  2460] predictions:    9521/  10000 (95.21%), best:    9550/10000 (95.50%), error:      1498.04565, best error:      1457.77124 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 51.8996124268s, input_fired_time: 0.4061133862, output_fired_time: 0.2877354622, propagate_forward_time: 21.1527366638, propagate_backward_time: 28.0388984680, weight_update_time: 0.0994404182, other_time: 2.0141296387
epoch time: 4.6420636177s, input_fired_time: 0.0467503369, output_fired_time: 0.0000000000, propagate_forward_time: 4.2264227867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688902855
validation[          , genome  2460] predictions:    9562/  10000 (95.62%), best:    9562/10000 (95.62%), error:      1419.90161, best error:      1419.90161 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 51.9006462097s, input_fired_time: 0.4067625105, output_fired_time: 0.2875984311, propagate_forward_time: 21.1494979858, propagate_backward_time: 28.0400409698, weight_update_time: 0.0994113758, other_time: 2.0167484283
epoch time: 4.6392416954s, input_fired_time: 0.0462766849, output_fired_time: 0.0000000000, propagate_forward_time: 4.2234930992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3694720268
validation[          , genome  2460] predictions:    9556/  10000 (95.56%), best:    9562/10000 (95.62%), error:      1447.19775, best error:      1419.90161 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 51.6909523010s, input_fired_time: 0.4037904739, output_fired_time: 0.2851852179, propagate_forward_time: 21.0737571716, propagate_backward_time: 27.9161853790, weight_update_time: 0.0987993032, other_time: 2.0120334625
epoch time: 4.6301140785s, input_fired_time: 0.0468622148, output_fired_time: 0.0000000000, propagate_forward_time: 4.2181911469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3650608063
validation[          , genome  2460] predictions:    9550/  10000 (95.50%), best:    9562/10000 (95.62%), error:      1473.81506, best error:      1419.90161 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 51.7813186646s, input_fired_time: 0.4054912329, output_fired_time: 0.2852363586, propagate_forward_time: 21.1419067383, propagate_backward_time: 27.9464721680, weight_update_time: 0.0989634171, other_time: 2.0022125244
epoch time: 4.6086592674s, input_fired_time: 0.0458866134, output_fired_time: 0.0000000000, propagate_forward_time: 4.2054286003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3573441505
validation[          , genome  2460] predictions:    9499/  10000 (94.99%), best:    9562/10000 (95.62%), error:      1614.13391, best error:      1419.90161 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 51.6346206665s, input_fired_time: 0.4035913050, output_fired_time: 0.2833409011, propagate_forward_time: 21.0843791962, propagate_backward_time: 27.8795776367, weight_update_time: 0.0982467532, other_time: 1.9837322235
epoch time: 4.6181621552s, input_fired_time: 0.0470041409, output_fired_time: 0.0000000000, propagate_forward_time: 4.2104506493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3607072830
validation[          , genome  2460] predictions:    9554/  10000 (95.54%), best:    9562/10000 (95.62%), error:      1446.46045, best error:      1419.90161 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 51.6241340637s, input_fired_time: 0.4043662548, output_fired_time: 0.2830539048, propagate_forward_time: 21.0848197937, propagate_backward_time: 27.8687286377, weight_update_time: 0.0981559008, other_time: 1.9831657410
epoch time: 4.6172957420s, input_fired_time: 0.0467540473, output_fired_time: 0.0000000000, propagate_forward_time: 4.2080717087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3624701500
validation[          , genome  2460] predictions:    9507/  10000 (95.07%), best:    9562/10000 (95.62%), error:      1537.63245, best error:      1419.90161 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 51.6041717529s, input_fired_time: 0.4029935598, output_fired_time: 0.2824033201, propagate_forward_time: 21.0787410736, propagate_backward_time: 27.8572578430, weight_update_time: 0.0981941149, other_time: 1.9827785492
epoch time: 4.6234412193s, input_fired_time: 0.0469097197, output_fired_time: 0.0000000000, propagate_forward_time: 4.2136015892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3629298210
validation[          , genome  2460] predictions:    9556/  10000 (95.56%), best:    9562/10000 (95.62%), error:      1475.82642, best error:      1419.90161 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 51.5924873352s, input_fired_time: 0.4034912586, output_fired_time: 0.2818925381, propagate_forward_time: 21.0767517090, propagate_backward_time: 27.8494319916, weight_update_time: 0.0982330516, other_time: 1.9809207916
epoch time: 4.6241617203s, input_fired_time: 0.0462773144, output_fired_time: 0.0000000000, propagate_forward_time: 4.2140202522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3638639450
validation[          , genome  2460] predictions:    9507/  10000 (95.07%), best:    9562/10000 (95.62%), error:      1605.42017, best error:      1419.90161 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 51.5978889465s, input_fired_time: 0.4032957554, output_fired_time: 0.2816970348, propagate_forward_time: 21.0778675079, propagate_backward_time: 27.8550186157, weight_update_time: 0.0982728228, other_time: 1.9800090790
epoch time: 4.6252651215s, input_fired_time: 0.0469185486, output_fired_time: 0.0000000000, propagate_forward_time: 4.2144064903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3639402390
validation[          , genome  2460] predictions:    9505/  10000 (95.05%), best:    9562/10000 (95.62%), error:      1568.25317, best error:      1419.90161 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 51.6000251770s, input_fired_time: 0.4041990042, output_fired_time: 0.2820782661, propagate_forward_time: 21.0755596161, propagate_backward_time: 27.8578014374, weight_update_time: 0.0984770134, other_time: 1.9803886414
epoch time: 4.6250452995s, input_fired_time: 0.0467074923, output_fired_time: 0.0000000000, propagate_forward_time: 4.2143406868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3639969826
validation[          , genome  2460] predictions:    9540/  10000 (95.40%), best:    9562/10000 (95.62%), error:      1531.60181, best error:      1419.90161 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 51.5869026184s, input_fired_time: 0.4043727219, output_fired_time: 0.2822876871, propagate_forward_time: 21.0711936951, propagate_backward_time: 27.8484363556, weight_update_time: 0.0982146040, other_time: 1.9806118011
epoch time: 4.6241431236s, input_fired_time: 0.0471664704, output_fired_time: 0.0000000000, propagate_forward_time: 4.2137341499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3632426262
validation[          , genome  2460] predictions:    9553/  10000 (95.53%), best:    9562/10000 (95.62%), error:      1443.02100, best error:      1419.90161 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 51.5921096802s, input_fired_time: 0.4043773413, output_fired_time: 0.2820438743, propagate_forward_time: 21.0770645142, propagate_backward_time: 27.8492145538, weight_update_time: 0.0980823413, other_time: 1.9794101715
epoch time: 4.6232743263s, input_fired_time: 0.0468923077, output_fired_time: 0.0000000000, propagate_forward_time: 4.2126221657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3637599945
validation[          , genome  2460] predictions:    9531/  10000 (95.31%), best:    9562/10000 (95.62%), error:      1531.00073, best error:      1419.90161 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 51.5800437927s, input_fired_time: 0.4041168988, output_fired_time: 0.2819620371, propagate_forward_time: 21.0656051636, propagate_backward_time: 27.8502826691, weight_update_time: 0.0979982689, other_time: 1.9780750275
epoch time: 4.6236138344s, input_fired_time: 0.0464582928, output_fired_time: 0.0000000000, propagate_forward_time: 4.2139611244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3631944656
validation[          , genome  2460] predictions:    9542/  10000 (95.42%), best:    9562/10000 (95.62%), error:      1517.90503, best error:      1419.90161 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 51.5819931030s, input_fired_time: 0.4040273130, output_fired_time: 0.2821359932, propagate_forward_time: 21.0718078613, propagate_backward_time: 27.8459758759, weight_update_time: 0.0979503244, other_time: 1.9780483246
epoch time: 4.6257996559s, input_fired_time: 0.0468777381, output_fired_time: 0.0000000000, propagate_forward_time: 4.2146015167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3643202782
validation[          , genome  2460] predictions:    9556/  10000 (95.56%), best:    9562/10000 (95.62%), error:      1486.67151, best error:      1419.90161 on epoch:    67, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 51.5976829529s, input_fired_time: 0.4042153060, output_fired_time: 0.2822282612, propagate_forward_time: 21.0789661407, propagate_backward_time: 27.8523559570, weight_update_time: 0.0982828587, other_time: 1.9799175262
epoch time: 4.6154694557s, input_fired_time: 0.0467480123, output_fired_time: 0.0000000000, propagate_forward_time: 4.2077436447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3609776497
validation[          , genome  2460] predictions:    9533/  10000 (95.33%), best:    9562/10000 (95.62%), error:      1544.49988, best error:      1419.90161 on epoch:    67, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 51.5638542175s, input_fired_time: 0.4055990577, output_fired_time: 0.2841330171, propagate_forward_time: 21.0690517426, propagate_backward_time: 27.8383140564, weight_update_time: 0.0979431570, other_time: 1.9667568207
epoch time: 4.6198787689s, input_fired_time: 0.0466529168, output_fired_time: 0.0000000000, propagate_forward_time: 4.2114281654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3617978096
validation[          , genome  2460] predictions:    9485/  10000 (94.85%), best:    9562/10000 (95.62%), error:      1609.29077, best error:      1419.90161 on epoch:    67, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 51.5608406067s, input_fired_time: 0.4051305950, output_fired_time: 0.2840873599, propagate_forward_time: 21.0718498230, propagate_backward_time: 27.8364009857, weight_update_time: 0.0977737308, other_time: 1.9633693695
epoch time: 4.6241221428s, input_fired_time: 0.0468537100, output_fired_time: 0.0000000000, propagate_forward_time: 4.2156085968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616600037
validation[          , genome  2460] predictions:    9536/  10000 (95.36%), best:    9562/10000 (95.62%), error:      1531.26892, best error:      1419.90161 on epoch:    67, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 51.4950141907s, input_fired_time: 0.4058605433, output_fired_time: 0.2836018205, propagate_forward_time: 21.0425567627, propagate_backward_time: 27.8018474579, weight_update_time: 0.0978040174, other_time: 1.9611454010
epoch time: 4.6311616898s, input_fired_time: 0.0481004678, output_fired_time: 0.0000000000, propagate_forward_time: 4.2217078209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3613533974
validation[          , genome  2460] predictions:    9544/  10000 (95.44%), best:    9562/10000 (95.62%), error:      1467.08545, best error:      1419.90161 on epoch:    67, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 51.7014465332s, input_fired_time: 0.4076796770, output_fired_time: 0.2847815156, propagate_forward_time: 21.1142539978, propagate_backward_time: 27.9235000610, weight_update_time: 0.0980787277, other_time: 1.9712295532
epoch time: 4.6296901703s, input_fired_time: 0.0476722158, output_fired_time: 0.0000000000, propagate_forward_time: 4.2198734283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3621444702
validation[          , genome  2460] predictions:    9533/  10000 (95.33%), best:    9562/10000 (95.62%), error:      1508.12878, best error:      1419.90161 on epoch:    67, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 51.6713905334s, input_fired_time: 0.4055303335, output_fired_time: 0.2846578062, propagate_forward_time: 21.1004123688, propagate_backward_time: 27.9104633331, weight_update_time: 0.0981825665, other_time: 1.9703292847
epoch time: 4.6280479431s, input_fired_time: 0.0474863425, output_fired_time: 0.0000000000, propagate_forward_time: 4.2183923721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3621692657
validation[          , genome  2460] predictions:    9558/  10000 (95.58%), best:    9562/10000 (95.62%), error:      1436.21143, best error:      1419.90161 on epoch:    67, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 51.6724548340s, input_fired_time: 0.4066208601, output_fired_time: 0.2844673693, propagate_forward_time: 21.1050052643, propagate_backward_time: 27.9044914246, weight_update_time: 0.0979457051, other_time: 1.9718723297
epoch time: 4.6273808479s, input_fired_time: 0.0475170501, output_fired_time: 0.0000000000, propagate_forward_time: 4.2185940742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3612699509
validation[          , genome  2460] predictions:    9553/  10000 (95.53%), best:    9562/10000 (95.62%), error:      1497.27527, best error:      1419.90161 on epoch:    67, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 51.5741271973s, input_fired_time: 0.4048636258, output_fired_time: 0.2805009484, propagate_forward_time: 21.0953292847, propagate_backward_time: 27.8349857330, weight_update_time: 0.0978828594, other_time: 1.9584445953
epoch time: 4.6381006241s, input_fired_time: 0.0471362360, output_fired_time: 0.0000000000, propagate_forward_time: 4.2367100716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3542542458
validation[          , genome  2460] predictions:    9498/  10000 (94.98%), best:    9562/10000 (95.62%), error:      1587.96313, best error:      1419.90161 on epoch:    67, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 51.3023796082s, input_fired_time: 0.4022585452, output_fired_time: 0.2801001668, propagate_forward_time: 20.9783630371, propagate_backward_time: 27.6886577606, weight_update_time: 0.0974814296, other_time: 1.9529972076
epoch time: 4.6216468811s, input_fired_time: 0.0474893823, output_fired_time: 0.0000000000, propagate_forward_time: 4.2118263245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3623313904
validation[          , genome  2460] predictions:    9564/  10000 (95.64%), best:    9562/10000 (95.62%), error:      1439.45288, best error:      1419.90161 on epoch:    67, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 51.1302604675s, input_fired_time: 0.4050373435, output_fired_time: 0.2823603451, propagate_forward_time: 20.8805770874, propagate_backward_time: 27.6010723114, weight_update_time: 0.0973972380, other_time: 1.9612140656
epoch time: 4.6253700256s, input_fired_time: 0.0473171286, output_fired_time: 0.0000000000, propagate_forward_time: 4.2171797752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3608732224
validation[          , genome  2460] predictions:    9521/  10000 (95.21%), best:    9562/10000 (95.62%), error:      1530.01038, best error:      1419.90161 on epoch:    67, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 51.5874519348s, input_fired_time: 0.4071530998, output_fired_time: 0.2841317654, propagate_forward_time: 21.0776062012, propagate_backward_time: 27.8559036255, weight_update_time: 0.0981024280, other_time: 1.9626579285
epoch time: 4.6201000214s, input_fired_time: 0.0471504740, output_fired_time: 0.0000000000, propagate_forward_time: 4.2106952667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3622541428
validation[          , genome  2460] predictions:    9553/  10000 (95.53%), best:    9562/10000 (95.62%), error:      1450.48901, best error:      1419.90161 on epoch:    67, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 51.5607223511s, input_fired_time: 0.4064232409, output_fired_time: 0.2831438482, propagate_forward_time: 21.0547294617, propagate_backward_time: 27.8475131989, weight_update_time: 0.0985564291, other_time: 1.9689159393
epoch time: 4.6108651161s, input_fired_time: 0.0474362187, output_fired_time: 0.0000000000, propagate_forward_time: 4.2073841095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3560447693
validation[          , genome  2460] predictions:    9547/  10000 (95.47%), best:    9562/10000 (95.62%), error:      1529.77356, best error:      1419.90161 on epoch:    67, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 51.7272453308s, input_fired_time: 0.4092606306, output_fired_time: 0.2830185294, propagate_forward_time: 21.1257381439, propagate_backward_time: 27.9359188080, weight_update_time: 0.0987125486, other_time: 1.9733085632
epoch time: 4.6503257751s, input_fired_time: 0.0478772260, output_fired_time: 0.0000000000, propagate_forward_time: 4.2382164001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3642320633
validation[          , genome  2460] predictions:    9572/  10000 (95.72%), best:    9572/10000 (95.72%), error:      1417.35193, best error:      1417.35193 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 51.8555984497s, input_fired_time: 0.4119846821, output_fired_time: 0.2883932889, propagate_forward_time: 21.1773891449, propagate_backward_time: 28.0061149597, weight_update_time: 0.0986570865, other_time: 1.9717159271
epoch time: 4.6290235519s, input_fired_time: 0.0476500466, output_fired_time: 0.0000000000, propagate_forward_time: 4.2208800316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3604936600
validation[          , genome  2460] predictions:    9550/  10000 (95.50%), best:    9572/10000 (95.72%), error:      1488.69458, best error:      1417.35193 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 51.6871833801s, input_fired_time: 0.4084417522, output_fired_time: 0.2851344049, propagate_forward_time: 21.1051540375, propagate_backward_time: 27.9266128540, weight_update_time: 0.0986899883, other_time: 1.9618396759
epoch time: 4.6247043610s, input_fired_time: 0.0468136556, output_fired_time: 0.0000000000, propagate_forward_time: 4.2191653252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3587255478
validation[          , genome  2460] predictions:    9580/  10000 (95.80%), best:    9572/10000 (95.72%), error:      1443.44043, best error:      1417.35193 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 51.6751327515s, input_fired_time: 0.4084067047, output_fired_time: 0.2856549919, propagate_forward_time: 21.0969696045, propagate_backward_time: 27.9202556610, weight_update_time: 0.0987725258, other_time: 1.9638462067
epoch time: 4.6271624565s, input_fired_time: 0.0473155975, output_fired_time: 0.0000000000, propagate_forward_time: 4.2197651863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600816727
validation[          , genome  2460] predictions:    9557/  10000 (95.57%), best:    9572/10000 (95.72%), error:      1502.07495, best error:      1417.35193 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 51.6768875122s, input_fired_time: 0.4081515074, output_fired_time: 0.2855932117, propagate_forward_time: 21.1005306244, propagate_backward_time: 27.9214286804, weight_update_time: 0.0985964686, other_time: 1.9611835480
epoch time: 4.6286835670s, input_fired_time: 0.0483288430, output_fired_time: 0.0000000000, propagate_forward_time: 4.2193546295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3610000610
validation[          , genome  2460] predictions:    9538/  10000 (95.38%), best:    9572/10000 (95.72%), error:      1564.18506, best error:      1417.35193 on epoch:    93, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 52.0433464050s, input_fired_time: 0.4083738327, output_fired_time: 0.2866215408, propagate_forward_time: 21.2668132782, propagate_backward_time: 28.1100387573, weight_update_time: 0.0986197218, other_time: 1.9714984894
epoch time: 4.6400403976s, input_fired_time: 0.0471128374, output_fired_time: 0.0000000000, propagate_forward_time: 4.2295875549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3633399010
validation[          , genome  2460] predictions:    9538/  10000 (95.38%), best:    9572/10000 (95.72%), error:      1509.40930, best error:      1417.35193 on epoch:    93, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 51.8511123657s, input_fired_time: 0.4098030329, output_fired_time: 0.2869476378, propagate_forward_time: 21.1641902924, propagate_backward_time: 28.0190315247, weight_update_time: 0.0989358723, other_time: 1.9711399078
epoch time: 4.6377577782s, input_fired_time: 0.0472703762, output_fired_time: 0.0000000000, propagate_forward_time: 4.2285633087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3619241714
validation[          , genome  2460] predictions:    9541/  10000 (95.41%), best:    9572/10000 (95.72%), error:      1485.20081, best error:      1417.35193 on epoch:    93, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 51.8349876404s, input_fired_time: 0.4107450545, output_fired_time: 0.2869279385, propagate_forward_time: 21.1570072174, propagate_backward_time: 28.0105934143, weight_update_time: 0.0990240723, other_time: 1.9697170258
epoch time: 4.6364054680s, input_fired_time: 0.0473013259, output_fired_time: 0.0000000000, propagate_forward_time: 4.2288146019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3602895737
validation[          , genome  2460] predictions:    9560/  10000 (95.60%), best:    9572/10000 (95.72%), error:      1452.25391, best error:      1417.35193 on epoch:    93, 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: 23.2310142517s, input_fired_time: 0.2397025526, output_fired_time: 0.0000000000, propagate_forward_time: 21.1454734802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8458385468
best training[          , genome  2460] predictions:   48742/  50000 (97.48%), best:    9572/10000 (95.72%), error:      4645.32373, best error:      1417.35193 on epoch:    93, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 4.6366238594s, input_fired_time: 0.0469521731, output_fired_time: 0.0000000000, propagate_forward_time: 4.2270011902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3626704216
   testing[          , genome  2460] predictions:    9618/  10000 (96.18%), best:    9572/10000 (95.72%), error:      1320.97839, best error:      1417.35193 on epoch:    93, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:21:13 (70187): called boinc_finish(0)

</stderr_txt>
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