Nameexact_genome_1508499903_21_14880_1
Workunit2264727
Created24 Oct 2017, 18:42:47 UTC
Sent24 Oct 2017, 19:15:32 UTC
Report deadline11 Dec 2017, 22:27:14 UTC
Received26 Oct 2017, 4:00:43 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time1 days 0 hours 57 min 15 sec
CPU time1 days 0 hours 56 min 3 sec
Validate stateValid
Credit12,033.28
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size174.97 MB
Peak swap size178.47 MB
Peak disk usage5.93 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
753784180
epoch time: 64.1834564209s, input_fired_time: 1.4516377449, output_fired_time: 0.0000000000, propagate_forward_time: 60.6406173706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0912017822
validation[          , genome 14880] predictions:    9847/  10000 (98.47%), best:    9847/10000 (98.47%), error:       462.88882, best error:       462.88882 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 823.4257202148s, input_fired_time: 11.4047393799, output_fired_time: 10.6367406845, propagate_forward_time: 306.3709716797, propagate_backward_time: 483.4627990723, weight_update_time: 0.8134013414, other_time: 11.5505065918
epoch time: 64.9415512085s, input_fired_time: 1.4248907566, output_fired_time: 0.0000000000, propagate_forward_time: 61.4912033081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0254554749
validation[          , genome 14880] predictions:    9813/  10000 (98.13%), best:    9847/10000 (98.47%), error:       557.69122, best error:       462.88882 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 821.6463012695s, input_fired_time: 11.4572715759, output_fired_time: 10.5927305222, propagate_forward_time: 305.3911437988, propagate_backward_time: 482.4840393066, weight_update_time: 0.8115923405, other_time: 11.7211303711
epoch time: 64.8666076660s, input_fired_time: 1.4312273264, output_fired_time: 0.0000000000, propagate_forward_time: 61.4172401428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0181388855
validation[          , genome 14880] predictions:    9798/  10000 (97.98%), best:    9847/10000 (98.47%), error:       667.42529, best error:       462.88882 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 820.8624877930s, input_fired_time: 11.5369548798, output_fired_time: 10.6215353012, propagate_forward_time: 305.2663269043, propagate_backward_time: 481.7532043457, weight_update_time: 0.8139432073, other_time: 11.6845092773
epoch time: 63.9500465393s, input_fired_time: 1.4553076029, output_fired_time: 0.0000000000, propagate_forward_time: 60.4048118591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0899276733
validation[          , genome 14880] predictions:    9847/  10000 (98.47%), best:    9847/10000 (98.47%), error:       512.65326, best error:       462.88882 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 822.5809936523s, input_fired_time: 11.4122972488, output_fired_time: 10.5868997574, propagate_forward_time: 306.0050659180, propagate_backward_time: 483.0233459473, weight_update_time: 0.8121680021, other_time: 11.5533752441
epoch time: 64.5881347656s, input_fired_time: 1.4259556532, output_fired_time: 0.0000000000, propagate_forward_time: 61.1116333008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0505447388
validation[          , genome 14880] predictions:    9836/  10000 (98.36%), best:    9847/10000 (98.47%), error:       484.00882, best error:       462.88882 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 817.2827758789s, input_fired_time: 11.5391921997, output_fired_time: 10.6250066757, propagate_forward_time: 304.0417785645, propagate_backward_time: 479.3836975098, weight_update_time: 0.8236585259, other_time: 11.6931152344
epoch time: 64.5731964111s, input_fired_time: 1.4325174093, output_fired_time: 0.0000000000, propagate_forward_time: 61.0948104858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0458679199
validation[          , genome 14880] predictions:    9871/  10000 (98.71%), best:    9871/10000 (98.71%), error:       430.81485, best error:       430.81485 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 822.4793090820s, input_fired_time: 11.4694719315, output_fired_time: 10.6343927383, propagate_forward_time: 305.9942932129, propagate_backward_time: 482.7827758789, weight_update_time: 0.8127250075, other_time: 11.5983581543
epoch time: 64.3137512207s, input_fired_time: 1.4624317884, output_fired_time: 0.0000000000, propagate_forward_time: 60.7450904846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1062278748
validation[          , genome 14880] predictions:    9827/  10000 (98.27%), best:    9871/10000 (98.71%), error:       514.47284, best error:       430.81485 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 817.5159301758s, input_fired_time: 11.3945388794, output_fired_time: 10.4644336700, propagate_forward_time: 304.2389221191, propagate_backward_time: 479.8681640625, weight_update_time: 0.8020606041, other_time: 11.5498962402
epoch time: 64.2370452881s, input_fired_time: 1.4289498329, output_fired_time: 0.0000000000, propagate_forward_time: 60.7980957031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0099983215
validation[          , genome 14880] predictions:    9841/  10000 (98.41%), best:    9871/10000 (98.71%), error:       538.37769, best error:       430.81485 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 817.7232055664s, input_fired_time: 11.4699659348, output_fired_time: 10.5482368469, propagate_forward_time: 304.2104492188, propagate_backward_time: 479.8072814941, weight_update_time: 0.8183099031, other_time: 11.6872863770
epoch time: 65.3781280518s, input_fired_time: 1.4628118277, output_fired_time: 0.0000000000, propagate_forward_time: 61.8505325317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0647850037
validation[          , genome 14880] predictions:    9849/  10000 (98.49%), best:    9871/10000 (98.71%), error:       498.81967, best error:       430.81485 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 812.7917480469s, input_fired_time: 11.4645166397, output_fired_time: 10.4158220291, propagate_forward_time: 302.1811218262, propagate_backward_time: 476.9106750488, weight_update_time: 0.8109701276, other_time: 11.8195800781
epoch time: 64.1563110352s, input_fired_time: 1.4448181391, output_fired_time: 0.0000000000, propagate_forward_time: 60.6314201355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0800743103
validation[          , genome 14880] predictions:    9865/  10000 (98.65%), best:    9865/10000 (98.65%), error:       425.81000, best error:       425.81000 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 820.4376831055s, input_fired_time: 11.3769702911, output_fired_time: 10.5552597046, propagate_forward_time: 305.2563171387, propagate_backward_time: 481.7884216309, weight_update_time: 0.7986742258, other_time: 11.4607543945
epoch time: 65.4269866943s, input_fired_time: 1.4634815454, output_fired_time: 0.0000000000, propagate_forward_time: 61.8340721130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1294326782
validation[          , genome 14880] predictions:    9848/  10000 (98.48%), best:    9865/10000 (98.65%), error:       481.94617, best error:       425.81000 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 814.9270629883s, input_fired_time: 11.4166622162, output_fired_time: 10.4611206055, propagate_forward_time: 302.8699645996, propagate_backward_time: 478.5428161621, weight_update_time: 0.8035599589, other_time: 11.6364746094
epoch time: 64.2776794434s, input_fired_time: 1.4452559948, output_fired_time: 0.0000000000, propagate_forward_time: 60.7673759460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0650482178
validation[          , genome 14880] predictions:    9841/  10000 (98.41%), best:    9865/10000 (98.65%), error:       524.07513, best error:       425.81000 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 822.3997802734s, input_fired_time: 11.4323511124, output_fired_time: 10.6737318039, propagate_forward_time: 305.8790588379, propagate_backward_time: 482.8991394043, weight_update_time: 0.8082368970, other_time: 11.5155029297
epoch time: 66.1849060059s, input_fired_time: 1.4650709629, output_fired_time: 0.0000000000, propagate_forward_time: 62.5786209106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1412124634
validation[          , genome 14880] predictions:    9847/  10000 (98.47%), best:    9865/10000 (98.65%), error:       515.72882, best error:       425.81000 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 822.3317260742s, input_fired_time: 11.4891958237, output_fired_time: 10.6195764542, propagate_forward_time: 305.8846740723, propagate_backward_time: 482.8177185059, weight_update_time: 0.8074590564, other_time: 11.5205688477
epoch time: 66.9757995605s, input_fired_time: 1.5336506367, output_fired_time: 0.0000000000, propagate_forward_time: 63.2830390930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1591072083
validation[          , genome 14880] predictions:    9864/  10000 (98.64%), best:    9864/10000 (98.64%), error:       412.62952, best error:       412.62952 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 817.4301147461s, input_fired_time: 11.4660482407, output_fired_time: 10.4967527390, propagate_forward_time: 303.9359130859, propagate_backward_time: 479.8847656250, weight_update_time: 0.8105439544, other_time: 11.6466064453
epoch time: 65.6847076416s, input_fired_time: 1.4804817438, output_fired_time: 0.0000000000, propagate_forward_time: 62.0711708069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1330528259
validation[          , genome 14880] predictions:    9848/  10000 (98.48%), best:    9864/10000 (98.64%), error:       461.44055, best error:       412.62952 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 815.4829101563s, input_fired_time: 11.4362382889, output_fired_time: 10.5081901550, propagate_forward_time: 303.3773193359, propagate_backward_time: 478.4907226563, weight_update_time: 0.8086419106, other_time: 11.6704711914
epoch time: 64.2995452881s, input_fired_time: 1.4585328102, output_fired_time: 0.0000000000, propagate_forward_time: 60.7598609924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0811500549
validation[          , genome 14880] predictions:    9843/  10000 (98.43%), best:    9864/10000 (98.64%), error:       465.50186, best error:       412.62952 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 822.3572387695s, input_fired_time: 11.4964008331, output_fired_time: 10.6155948639, propagate_forward_time: 306.0903320313, propagate_backward_time: 482.6737976074, weight_update_time: 0.8027940392, other_time: 11.4811096191
epoch time: 64.4803237915s, input_fired_time: 1.4624555111, output_fired_time: 0.0000000000, propagate_forward_time: 60.9432449341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0746231079
validation[          , genome 14880] predictions:    9855/  10000 (98.55%), best:    9864/10000 (98.64%), error:       484.83887, best error:       412.62952 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 824.1593017578s, input_fired_time: 11.4550294876, output_fired_time: 10.5537347794, propagate_forward_time: 306.6951599121, propagate_backward_time: 483.9678039551, weight_update_time: 0.7904501557, other_time: 11.4876098633
epoch time: 64.1045227051s, input_fired_time: 1.4528206587, output_fired_time: 0.0000000000, propagate_forward_time: 60.5527420044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0989608765
validation[          , genome 14880] predictions:    9847/  10000 (98.47%), best:    9864/10000 (98.64%), error:       509.29935, best error:       412.62952 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 818.3939819336s, input_fired_time: 11.5345010757, output_fired_time: 10.5899410248, propagate_forward_time: 304.5541381836, propagate_backward_time: 479.9567260742, weight_update_time: 0.8274779916, other_time: 11.7586669922
epoch time: 64.7787017822s, input_fired_time: 1.4692468643, output_fired_time: 0.0000000000, propagate_forward_time: 61.2026176453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1068382263
validation[          , genome 14880] predictions:    9871/  10000 (98.71%), best:    9864/10000 (98.64%), error:       423.40094, best error:       412.62952 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 823.9180297852s, input_fired_time: 11.5017709732, output_fired_time: 10.6650381088, propagate_forward_time: 306.4943542480, propagate_backward_time: 483.5693664551, weight_update_time: 0.8151513934, other_time: 11.6875000000
epoch time: 64.7036743164s, input_fired_time: 1.4397547245, output_fired_time: 0.0000000000, propagate_forward_time: 61.2070503235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0568695068
validation[          , genome 14880] predictions:    9864/  10000 (98.64%), best:    9864/10000 (98.64%), error:       408.63687, best error:       408.63687 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 812.5427856445s, input_fired_time: 11.4764442444, output_fired_time: 10.4385032654, propagate_forward_time: 302.2972412109, propagate_backward_time: 476.6659851074, weight_update_time: 0.8145904541, other_time: 11.6646423340
epoch time: 63.8175086975s, input_fired_time: 1.4467171431, output_fired_time: 0.0000000000, propagate_forward_time: 60.2863311768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0844612122
validation[          , genome 14880] predictions:    9830/  10000 (98.30%), best:    9864/10000 (98.64%), error:       524.85071, best error:       408.63687 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 823.7539672852s, input_fired_time: 11.4857254028, output_fired_time: 10.6615047455, propagate_forward_time: 306.4992370605, propagate_backward_time: 483.4258728027, weight_update_time: 0.8028260469, other_time: 11.6816406250
epoch time: 64.5612792969s, input_fired_time: 1.4311567545, output_fired_time: 0.0000000000, propagate_forward_time: 61.0802841187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0498390198
validation[          , genome 14880] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       375.49442, best error:       375.49442 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 821.8613891602s, input_fired_time: 11.5121040344, output_fired_time: 10.5778446198, propagate_forward_time: 305.7421264648, propagate_backward_time: 482.4114379883, weight_update_time: 0.8055777550, other_time: 11.6179199219
epoch time: 65.0553741455s, input_fired_time: 1.4829432964, output_fired_time: 0.0000000000, propagate_forward_time: 61.4658317566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1065979004
validation[          , genome 14880] predictions:    9856/  10000 (98.56%), best:    9884/10000 (98.84%), error:       430.78375, best error:       375.49442 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 813.8169555664s, input_fired_time: 11.5018625259, output_fired_time: 10.4704303741, propagate_forward_time: 302.6085815430, propagate_backward_time: 477.4993591309, weight_update_time: 0.8105119467, other_time: 11.7366638184
epoch time: 64.1565856934s, input_fired_time: 1.4607888460, output_fired_time: 0.0000000000, propagate_forward_time: 60.6067962646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0890007019
validation[          , genome 14880] predictions:    9854/  10000 (98.54%), best:    9884/10000 (98.84%), error:       447.16373, best error:       375.49442 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 820.2023925781s, input_fired_time: 11.5239343643, output_fired_time: 10.5704889297, propagate_forward_time: 305.1784667969, propagate_backward_time: 481.2696228027, weight_update_time: 0.8113396168, other_time: 11.6598815918
epoch time: 64.7081451416s, input_fired_time: 1.4461874962, output_fired_time: 0.0000000000, propagate_forward_time: 61.2425079346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0194511414
validation[          , genome 14880] predictions:    9882/  10000 (98.82%), best:    9884/10000 (98.84%), error:       383.36551, best error:       375.49442 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 823.1458740234s, input_fired_time: 11.5642881393, output_fired_time: 10.6000175476, propagate_forward_time: 306.3092346191, propagate_backward_time: 483.0609130859, weight_update_time: 0.8108376861, other_time: 11.6114196777
epoch time: 64.6992034912s, input_fired_time: 1.4349520206, output_fired_time: 0.0000000000, propagate_forward_time: 61.2133407593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0509109497
validation[          , genome 14880] predictions:    9875/  10000 (98.75%), best:    9875/10000 (98.75%), error:       368.19604, best error:       368.19604 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 817.5835571289s, input_fired_time: 11.5297212601, output_fired_time: 10.5395841599, propagate_forward_time: 304.0456848145, propagate_backward_time: 479.8463745117, weight_update_time: 0.8093279004, other_time: 11.6221618652
epoch time: 64.6846694946s, input_fired_time: 1.4506293535, output_fired_time: 0.0000000000, propagate_forward_time: 61.1635627747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0704765320
validation[          , genome 14880] predictions:    9868/  10000 (98.68%), best:    9875/10000 (98.75%), error:       407.99454, best error:       368.19604 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 830.5605468750s, input_fired_time: 11.4943990707, output_fired_time: 10.6606845856, propagate_forward_time: 308.8662719727, propagate_backward_time: 488.0714721680, weight_update_time: 0.7939373851, other_time: 11.4677124023
epoch time: 64.7585067749s, input_fired_time: 1.4464151859, output_fired_time: 0.0000000000, propagate_forward_time: 61.2745018005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0375900269
validation[          , genome 14880] predictions:    9866/  10000 (98.66%), best:    9875/10000 (98.75%), error:       432.20844, best error:       368.19604 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 815.7052612305s, input_fired_time: 11.5933361053, output_fired_time: 10.5867481232, propagate_forward_time: 303.4837951660, propagate_backward_time: 478.3676452637, weight_update_time: 0.8116433024, other_time: 11.6737670898
epoch time: 64.4062271118s, input_fired_time: 1.4644775391, output_fired_time: 0.0000000000, propagate_forward_time: 60.8748245239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0669250488
validation[          , genome 14880] predictions:    9882/  10000 (98.82%), best:    9875/10000 (98.75%), error:       390.47751, best error:       368.19604 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 815.9279785156s, input_fired_time: 11.5034236908, output_fired_time: 10.4618701935, propagate_forward_time: 303.2868041992, propagate_backward_time: 479.0509338379, weight_update_time: 0.8076709509, other_time: 11.6249694824
epoch time: 66.5390625000s, input_fired_time: 1.5397351980, output_fired_time: 0.0000000000, propagate_forward_time: 62.8513183594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1480102539
validation[          , genome 14880] predictions:    9880/  10000 (98.80%), best:    9875/10000 (98.75%), error:       392.01904, best error:       368.19604 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 819.7729492188s, input_fired_time: 11.5571861267, output_fired_time: 10.5490207672, propagate_forward_time: 304.7221374512, propagate_backward_time: 481.2137451172, weight_update_time: 0.8188202977, other_time: 11.7308654785
epoch time: 64.4337692261s, input_fired_time: 1.4362721443, output_fired_time: 0.0000000000, propagate_forward_time: 60.9866447449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0108528137
validation[          , genome 14880] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       366.96265, best error:       366.96265 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 814.1964721680s, input_fired_time: 11.5540580750, output_fired_time: 10.4400272369, propagate_forward_time: 302.8973083496, propagate_backward_time: 477.6096801758, weight_update_time: 0.8118168116, other_time: 11.6954040527
epoch time: 64.2115554810s, input_fired_time: 1.4632220268, output_fired_time: 0.0000000000, propagate_forward_time: 60.5676879883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1806449890
validation[          , genome 14880] predictions:    9863/  10000 (98.63%), best:    9885/10000 (98.85%), error:       421.97366, best error:       366.96265 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 820.9914550781s, input_fired_time: 11.5266742706, output_fired_time: 10.5928926468, propagate_forward_time: 305.2781066895, propagate_backward_time: 481.8301086426, weight_update_time: 0.8085389137, other_time: 11.7636718750
epoch time: 64.9198913574s, input_fired_time: 1.4604264498, output_fired_time: 0.0000000000, propagate_forward_time: 61.3947868347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0646781921
validation[          , genome 14880] predictions:    9871/  10000 (98.71%), best:    9885/10000 (98.85%), error:       415.55463, best error:       366.96265 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 817.1972656250s, input_fired_time: 11.5098562241, output_fired_time: 10.4704532623, propagate_forward_time: 303.7955932617, propagate_backward_time: 479.7567443848, weight_update_time: 0.8125541210, other_time: 11.6646423340
epoch time: 66.1497344971s, input_fired_time: 1.4897971153, output_fired_time: 0.0000000000, propagate_forward_time: 62.5284767151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1314582825
validation[          , genome 14880] predictions:    9809/  10000 (98.09%), best:    9885/10000 (98.85%), error:       600.65692, best error:       366.96265 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 822.7109985352s, input_fired_time: 11.4893426895, output_fired_time: 10.6020164490, propagate_forward_time: 306.2409973145, propagate_backward_time: 482.9600219727, weight_update_time: 0.8006275296, other_time: 11.4186706543
epoch time: 64.3381042480s, input_fired_time: 1.4678926468, output_fired_time: 0.0000000000, propagate_forward_time: 60.8013954163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0688171387
validation[          , genome 14880] predictions:    9865/  10000 (98.65%), best:    9885/10000 (98.85%), error:       423.86395, best error:       366.96265 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 821.6870117188s, input_fired_time: 11.5517520905, output_fired_time: 10.6061506271, propagate_forward_time: 305.7759704590, propagate_backward_time: 482.2210083008, weight_update_time: 0.8003116250, other_time: 11.5321350098
epoch time: 65.8856735229s, input_fired_time: 1.4732955694, output_fired_time: 0.0000000000, propagate_forward_time: 62.3475646973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0648117065
validation[          , genome 14880] predictions:    9867/  10000 (98.67%), best:    9885/10000 (98.85%), error:       411.39151, best error:       366.96265 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 817.6027832031s, input_fired_time: 11.5280113220, output_fired_time: 10.5182323456, propagate_forward_time: 304.1675415039, propagate_backward_time: 479.8132934570, weight_update_time: 0.8137781024, other_time: 11.5756835938
epoch time: 64.7560501099s, input_fired_time: 1.4698324203, output_fired_time: 0.0000000000, propagate_forward_time: 61.2557907104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0304260254
validation[          , genome 14880] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       352.72174, best error:       352.72174 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 816.1913452148s, input_fired_time: 11.5769615173, output_fired_time: 10.5320482254, propagate_forward_time: 303.3922119141, propagate_backward_time: 479.0573730469, weight_update_time: 0.8131788373, other_time: 11.6327514648
epoch time: 64.1662902832s, input_fired_time: 1.4741194248, output_fired_time: 0.0000000000, propagate_forward_time: 60.6078605652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0843086243
validation[          , genome 14880] predictions:    9886/  10000 (98.86%), best:    9888/10000 (98.88%), error:       361.66275, best error:       352.72174 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 817.1119995117s, input_fired_time: 11.6144037247, output_fired_time: 10.5423030853, propagate_forward_time: 304.0249328613, propagate_backward_time: 479.2189941406, weight_update_time: 0.8130420446, other_time: 11.7113952637
epoch time: 65.0742797852s, input_fired_time: 1.4853448868, output_fired_time: 0.0000000000, propagate_forward_time: 61.4216613770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1672744751
validation[          , genome 14880] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       334.87708, best error:       334.87708 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 823.5764770508s, input_fired_time: 11.4570932388, output_fired_time: 10.6673679352, propagate_forward_time: 306.1717834473, propagate_backward_time: 483.8129272461, weight_update_time: 0.8236190081, other_time: 11.4673156738
epoch time: 64.6374893188s, input_fired_time: 1.4770687819, output_fired_time: 0.0000000000, propagate_forward_time: 61.1220512390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0383682251
validation[          , genome 14880] predictions:    9866/  10000 (98.66%), best:    9884/10000 (98.84%), error:       442.17392, best error:       334.87708 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 820.1948242188s, input_fired_time: 11.5837993622, output_fired_time: 10.5409889221, propagate_forward_time: 305.0119628906, propagate_backward_time: 481.3792419434, weight_update_time: 0.8040569425, other_time: 11.6788024902
epoch time: 64.2920303345s, input_fired_time: 1.4814351797, output_fired_time: 0.0000000000, propagate_forward_time: 60.7349929810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0756034851
validation[          , genome 14880] predictions:    9889/  10000 (98.89%), best:    9884/10000 (98.84%), error:       335.00336, best error:       334.87708 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 815.8593139648s, input_fired_time: 11.5711317062, output_fired_time: 10.4884634018, propagate_forward_time: 303.3950500488, propagate_backward_time: 478.7629089355, weight_update_time: 0.8168438077, other_time: 11.6417846680
epoch time: 64.5398941040s, input_fired_time: 1.4715955257, output_fired_time: 0.0000000000, propagate_forward_time: 61.0093078613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0589904785
validation[          , genome 14880] predictions:    9877/  10000 (98.77%), best:    9884/10000 (98.84%), error:       379.73056, best error:       334.87708 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 823.4085693359s, input_fired_time: 11.5974111557, output_fired_time: 10.5913505554, propagate_forward_time: 306.1464233398, propagate_backward_time: 483.3260803223, weight_update_time: 0.8227674961, other_time: 11.7472839355
epoch time: 64.7881698608s, input_fired_time: 1.4431666136, output_fired_time: 0.0000000000, propagate_forward_time: 61.3071861267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0378189087
validation[          , genome 14880] predictions:    9891/  10000 (98.91%), best:    9884/10000 (98.84%), error:       345.38690, best error:       334.87708 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 820.0302734375s, input_fired_time: 11.6478843689, output_fired_time: 10.5661249161, propagate_forward_time: 305.0392150879, propagate_backward_time: 481.0563964844, weight_update_time: 0.8229692578, other_time: 11.7206726074
epoch time: 64.5807952881s, input_fired_time: 1.4623160362, output_fired_time: 0.0000000000, propagate_forward_time: 61.0592765808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0592041016
validation[          , genome 14880] predictions:    9889/  10000 (98.89%), best:    9884/10000 (98.84%), error:       356.42508, best error:       334.87708 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 817.0130615234s, input_fired_time: 11.5201549530, output_fired_time: 10.6046171188, propagate_forward_time: 304.3507080078, propagate_backward_time: 478.8462829590, weight_update_time: 0.8093692064, other_time: 11.6913146973
epoch time: 64.4122009277s, input_fired_time: 1.4608751535, output_fired_time: 0.0000000000, propagate_forward_time: 60.9042396545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0470848083
validation[          , genome 14880] predictions:    9881/  10000 (98.81%), best:    9884/10000 (98.84%), error:       367.56427, best error:       334.87708 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 814.6173706055s, input_fired_time: 11.5543518066, output_fired_time: 10.4765462875, propagate_forward_time: 302.8140258789, propagate_backward_time: 478.1575622559, weight_update_time: 0.8172872663, other_time: 11.6148376465
epoch time: 64.3201599121s, input_fired_time: 1.4803894758, output_fired_time: 0.0000000000, propagate_forward_time: 60.7467880249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0929832458
validation[          , genome 14880] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       333.68863, best error:       333.68863 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 820.1821899414s, input_fired_time: 11.6236772537, output_fired_time: 10.5103416443, propagate_forward_time: 305.0657958984, propagate_backward_time: 481.2117614746, weight_update_time: 0.8175390363, other_time: 11.7706604004
epoch time: 64.8284606934s, input_fired_time: 1.4485850334, output_fired_time: 0.0000000000, propagate_forward_time: 61.3506546021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0292205811
validation[          , genome 14880] predictions:    9897/  10000 (98.97%), best:    9894/10000 (98.94%), error:       333.87387, best error:       333.68863 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 820.6818847656s, input_fired_time: 11.6158666611, output_fired_time: 10.5982856750, propagate_forward_time: 304.9256591797, propagate_backward_time: 481.8984069824, weight_update_time: 0.8110942841, other_time: 11.6437072754
epoch time: 65.2645111084s, input_fired_time: 1.4722024202, output_fired_time: 0.0000000000, propagate_forward_time: 61.7165222168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0757865906
validation[          , genome 14880] predictions:    9895/  10000 (98.95%), best:    9895/10000 (98.95%), error:       319.57935, best error:       319.57935 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 824.0964965820s, input_fired_time: 11.5193424225, output_fired_time: 10.5240268707, propagate_forward_time: 306.4588317871, propagate_backward_time: 483.9800109863, weight_update_time: 0.8219631314, other_time: 11.6142578125
epoch time: 64.6066513062s, input_fired_time: 1.4495315552, output_fired_time: 0.0000000000, propagate_forward_time: 61.1143760681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0427436829
validation[          , genome 14880] predictions:    9867/  10000 (98.67%), best:    9895/10000 (98.95%), error:       408.21771, best error:       319.57935 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 820.1200561523s, input_fired_time: 11.5536165237, output_fired_time: 10.5272541046, propagate_forward_time: 305.1471862793, propagate_backward_time: 481.2846374512, weight_update_time: 0.7992177606, other_time: 11.6073608398
epoch time: 65.3007812500s, input_fired_time: 1.4795738459, output_fired_time: 0.0000000000, propagate_forward_time: 61.6952438354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1259651184
validation[          , genome 14880] predictions:    9876/  10000 (98.76%), best:    9895/10000 (98.95%), error:       399.97897, best error:       319.57935 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 821.8804931641s, input_fired_time: 11.5574569702, output_fired_time: 10.5862092972, propagate_forward_time: 305.8708496094, propagate_backward_time: 482.3541564941, weight_update_time: 0.8110776544, other_time: 11.5118713379
epoch time: 65.5768432617s, input_fired_time: 1.4733425379, output_fired_time: 0.0000000000, propagate_forward_time: 62.0240249634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0794754028
validation[          , genome 14880] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       318.33353, best error:       318.33353 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 819.5966796875s, input_fired_time: 11.6151885986, output_fired_time: 10.5890855789, propagate_forward_time: 304.8695068359, propagate_backward_time: 480.9189453125, weight_update_time: 0.8125522733, other_time: 11.6039428711
epoch time: 64.7970504761s, input_fired_time: 1.4584875107, output_fired_time: 0.0000000000, propagate_forward_time: 61.2837486267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0548133850
validation[          , genome 14880] predictions:    9889/  10000 (98.89%), best:    9897/10000 (98.97%), error:       336.00464, best error:       318.33353 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 819.2260131836s, input_fired_time: 11.5725812912, output_fired_time: 10.5743150711, propagate_forward_time: 304.5578613281, propagate_backward_time: 480.8915100098, weight_update_time: 0.8115975857, other_time: 11.6297302246
epoch time: 64.9045867920s, input_fired_time: 1.4998812675, output_fired_time: 0.0000000000, propagate_forward_time: 61.2919158936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1127891541
validation[          , genome 14880] predictions:    9898/  10000 (98.98%), best:    9897/10000 (98.97%), error:       334.45657, best error:       318.33353 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 821.1259765625s, input_fired_time: 11.5658292770, output_fired_time: 10.5790281296, propagate_forward_time: 305.6269226074, propagate_backward_time: 481.8867187500, weight_update_time: 0.8116435409, other_time: 11.4674377441
epoch time: 64.2330322266s, input_fired_time: 1.4806712866, output_fired_time: 0.0000000000, propagate_forward_time: 60.6628913879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0894699097
validation[          , genome 14880] predictions:    9892/  10000 (98.92%), best:    9897/10000 (98.97%), error:       346.46817, best error:       318.33353 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 814.9973754883s, input_fired_time: 11.5552062988, output_fired_time: 10.4925355911, propagate_forward_time: 302.8297424316, propagate_backward_time: 478.4542236328, weight_update_time: 0.8164217472, other_time: 11.6656188965
epoch time: 64.3501739502s, input_fired_time: 1.4874935150, output_fired_time: 0.0000000000, propagate_forward_time: 60.7648925781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0977859497
validation[          , genome 14880] predictions:    9898/  10000 (98.98%), best:    9897/10000 (98.97%), error:       330.35129, best error:       318.33353 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 819.2821655273s, input_fired_time: 11.5620985031, output_fired_time: 10.5379076004, propagate_forward_time: 304.8717651367, propagate_backward_time: 480.6216735840, weight_update_time: 0.8158550858, other_time: 11.6887512207
epoch time: 64.3818130493s, input_fired_time: 1.4840853214, output_fired_time: 0.0000000000, propagate_forward_time: 60.7859458923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1117820740
validation[          , genome 14880] predictions:    9902/  10000 (99.02%), best:    9897/10000 (98.97%), error:       325.99588, best error:       318.33353 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 819.0005493164s, input_fired_time: 11.5053014755, output_fired_time: 10.5222139359, propagate_forward_time: 304.7648010254, propagate_backward_time: 480.6591186523, weight_update_time: 0.8096156716, other_time: 11.5491027832
epoch time: 64.1650695801s, input_fired_time: 1.4767147303, output_fired_time: 0.0000000000, propagate_forward_time: 60.5720558167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1162986755
validation[          , genome 14880] predictions:    9884/  10000 (98.84%), best:    9897/10000 (98.97%), error:       371.54599, best error:       318.33353 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 822.6405639648s, input_fired_time: 11.6989736557, output_fired_time: 10.6274509430, propagate_forward_time: 305.8630065918, propagate_backward_time: 482.7675170898, weight_update_time: 0.8248198628, other_time: 11.6836242676
epoch time: 64.0813446045s, input_fired_time: 1.4858667850, output_fired_time: 0.0000000000, propagate_forward_time: 60.4950332642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1004447937
validation[          , genome 14880] predictions:    9898/  10000 (98.98%), best:    9897/10000 (98.97%), error:       320.48798, best error:       318.33353 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 817.2678833008s, input_fired_time: 11.5569086075, output_fired_time: 10.5071430206, propagate_forward_time: 303.8916015625, propagate_backward_time: 479.6018676758, weight_update_time: 0.8106487989, other_time: 11.7103881836
epoch time: 64.8997802734s, input_fired_time: 1.4564480782, output_fired_time: 0.0000000000, propagate_forward_time: 61.3881530762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0551795959
validation[          , genome 14880] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       313.72815, best error:       313.72815 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 817.8853759766s, input_fired_time: 11.6188859940, output_fired_time: 10.5380401611, propagate_forward_time: 304.2044982910, propagate_backward_time: 479.8057556152, weight_update_time: 0.8095732331, other_time: 11.7182006836
epoch time: 64.9095153809s, input_fired_time: 1.4717270136, output_fired_time: 0.0000000000, propagate_forward_time: 61.3592681885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0785217285
validation[          , genome 14880] predictions:    9885/  10000 (98.85%), best:    9903/10000 (99.03%), error:       342.15237, best error:       313.72815 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 817.6930541992s, input_fired_time: 11.6065692902, output_fired_time: 10.5216302872, propagate_forward_time: 304.0791625977, propagate_backward_time: 479.8665161133, weight_update_time: 0.8043046594, other_time: 11.6192016602
epoch time: 64.1726684570s, input_fired_time: 1.4663214684, output_fired_time: 0.0000000000, propagate_forward_time: 60.6408958435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0654525757
validation[          , genome 14880] predictions:    9894/  10000 (98.94%), best:    9903/10000 (99.03%), error:       366.49911, best error:       313.72815 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 819.7985229492s, input_fired_time: 11.6319932938, output_fired_time: 10.5750303268, propagate_forward_time: 304.7927551270, propagate_backward_time: 481.1087036133, weight_update_time: 0.8148301840, other_time: 11.6900329590
epoch time: 64.1951293945s, input_fired_time: 1.4364503622, output_fired_time: 0.0000000000, propagate_forward_time: 60.6991500854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0595283508
validation[          , genome 14880] predictions:    9888/  10000 (98.88%), best:    9903/10000 (99.03%), error:       356.33096, best error:       313.72815 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 821.3107910156s, input_fired_time: 11.4812793732, output_fired_time: 10.5391464233, propagate_forward_time: 305.5941467285, propagate_backward_time: 482.1627502441, weight_update_time: 0.8107984662, other_time: 11.5335083008
epoch time: 64.3639831543s, input_fired_time: 1.4847062826, output_fired_time: 0.0000000000, propagate_forward_time: 60.7933502197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0859260559
validation[          , genome 14880] predictions:    9887/  10000 (98.87%), best:    9903/10000 (99.03%), error:       332.55981, best error:       313.72815 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 818.4980468750s, input_fired_time: 11.5794153214, output_fired_time: 10.4984674454, propagate_forward_time: 304.5667114258, propagate_backward_time: 480.2673950195, weight_update_time: 0.7986791134, other_time: 11.5860595703
epoch time: 64.1180877686s, input_fired_time: 1.4802647829, output_fired_time: 0.0000000000, propagate_forward_time: 60.5372314453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1005897522
validation[          , genome 14880] predictions:    9902/  10000 (99.02%), best:    9903/10000 (99.03%), error:       314.18802, best error:       313.72815 on epoch:    73, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 820.0975341797s, input_fired_time: 11.6846179962, output_fired_time: 10.5812625885, propagate_forward_time: 305.1004638672, propagate_backward_time: 481.0021362305, weight_update_time: 0.8203263283, other_time: 11.7290649414
epoch time: 64.9359817505s, input_fired_time: 1.4798432589, output_fired_time: 0.0000000000, propagate_forward_time: 61.3918800354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0642585754
validation[          , genome 14880] predictions:    9894/  10000 (98.94%), best:    9903/10000 (99.03%), error:       313.74786, best error:       313.72815 on epoch:    73, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 821.3009033203s, input_fired_time: 11.6410856247, output_fired_time: 10.5465850830, propagate_forward_time: 305.4017944336, propagate_backward_time: 482.0747985840, weight_update_time: 0.8128511906, other_time: 11.6366271973
epoch time: 64.6679840088s, input_fired_time: 1.4775209427, output_fired_time: 0.0000000000, propagate_forward_time: 61.1134490967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0770149231
validation[          , genome 14880] predictions:    9888/  10000 (98.88%), best:    9903/10000 (99.03%), error:       347.45145, best error:       313.72815 on epoch:    73, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 820.7055053711s, input_fired_time: 11.5723981857, output_fired_time: 10.5518779755, propagate_forward_time: 305.5406188965, propagate_backward_time: 481.3455200195, weight_update_time: 0.8141514063, other_time: 11.6950988770
epoch time: 64.8613967896s, input_fired_time: 1.4625712633, output_fired_time: 0.0000000000, propagate_forward_time: 61.3910484314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0077781677
validation[          , genome 14880] predictions:    9894/  10000 (98.94%), best:    9903/10000 (99.03%), error:       319.19254, best error:       313.72815 on epoch:    73, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 821.0816650391s, input_fired_time: 11.5877017975, output_fired_time: 10.5907907486, propagate_forward_time: 305.6558227539, propagate_backward_time: 481.6984558105, weight_update_time: 0.8083559871, other_time: 11.5488586426
epoch time: 65.0985946655s, input_fired_time: 1.4568073750, output_fired_time: 0.0000000000, propagate_forward_time: 61.5884552002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0533332825
validation[          , genome 14880] predictions:    9896/  10000 (98.96%), best:    9903/10000 (99.03%), error:       314.05316, best error:       313.72815 on epoch:    73, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 820.2860717773s, input_fired_time: 11.6316747665, output_fired_time: 10.5545091629, propagate_forward_time: 305.0763549805, propagate_backward_time: 481.4469604492, weight_update_time: 0.8064699173, other_time: 11.5765991211
epoch time: 64.8160476685s, input_fired_time: 1.4588649273, output_fired_time: 0.0000000000, propagate_forward_time: 61.3104133606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0467681885
validation[          , genome 14880] predictions:    9887/  10000 (98.87%), best:    9903/10000 (99.03%), error:       332.95148, best error:       313.72815 on epoch:    73, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 820.0032958984s, input_fired_time: 11.6304073334, output_fired_time: 10.5639553070, propagate_forward_time: 304.9493408203, propagate_backward_time: 481.1976013184, weight_update_time: 0.8075479269, other_time: 11.6619567871
epoch time: 67.3736801147s, input_fired_time: 1.5425150394, output_fired_time: 0.0000000000, propagate_forward_time: 63.6357650757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1953964233
validation[          , genome 14880] predictions:    9892/  10000 (98.92%), best:    9903/10000 (99.03%), error:       334.06519, best error:       313.72815 on epoch:    73, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 818.7956542969s, input_fired_time: 11.5459833145, output_fired_time: 10.5065727234, propagate_forward_time: 304.4412841797, propagate_backward_time: 480.6381530762, weight_update_time: 0.8095652461, other_time: 11.6636657715
epoch time: 64.5154800415s, input_fired_time: 1.4634850025, output_fired_time: 0.0000000000, propagate_forward_time: 61.0275192261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0244750977
validation[          , genome 14880] predictions:    9883/  10000 (98.83%), best:    9903/10000 (99.03%), error:       349.13593, best error:       313.72815 on epoch:    73, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 817.4934082031s, input_fired_time: 11.6098585129, output_fired_time: 10.5020065308, propagate_forward_time: 304.2041625977, propagate_backward_time: 479.5691223145, weight_update_time: 0.8143223524, other_time: 11.6082458496
epoch time: 65.8851318359s, input_fired_time: 1.4979592562, output_fired_time: 0.0000000000, propagate_forward_time: 62.2987785339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0883903503
validation[          , genome 14880] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       313.00754, best error:       313.00754 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 816.0854492188s, input_fired_time: 11.5894260406, output_fired_time: 10.4893722534, propagate_forward_time: 303.5414428711, propagate_backward_time: 478.8253173828, weight_update_time: 0.8064978719, other_time: 11.6398925781
epoch time: 64.6868743896s, input_fired_time: 1.4829241037, output_fired_time: 0.0000000000, propagate_forward_time: 61.1207695007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0831794739
validation[          , genome 14880] predictions:    9894/  10000 (98.94%), best:    9901/10000 (99.01%), error:       328.60416, best error:       313.00754 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 817.1435546875s, input_fired_time: 11.6275777817, output_fired_time: 10.5152330399, propagate_forward_time: 303.6668701172, propagate_backward_time: 479.6052551270, weight_update_time: 0.8078301549, other_time: 11.7286071777
epoch time: 65.9053039551s, input_fired_time: 1.5177295208, output_fired_time: 0.0000000000, propagate_forward_time: 62.2553367615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1322364807
validation[          , genome 14880] predictions:    9900/  10000 (99.00%), best:    9901/10000 (99.01%), error:       331.27945, best error:       313.00754 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 816.8764648438s, input_fired_time: 11.5743532181, output_fired_time: 10.5148897171, propagate_forward_time: 303.6364440918, propagate_backward_time: 479.5381774902, weight_update_time: 0.8021711707, other_time: 11.6126098633
epoch time: 65.1485443115s, input_fired_time: 1.4706795216, output_fired_time: 0.0000000000, propagate_forward_time: 61.6271438599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0507202148
validation[          , genome 14880] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       321.30746, best error:       313.00754 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 821.8713989258s, input_fired_time: 11.5866174698, output_fired_time: 10.5911321640, propagate_forward_time: 305.6538696289, propagate_backward_time: 482.4212951660, weight_update_time: 0.8012701869, other_time: 11.6184997559
epoch time: 66.2199325562s, input_fired_time: 1.4890697002, output_fired_time: 0.0000000000, propagate_forward_time: 62.6197509766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1111145020
validation[          , genome 14880] predictions:    9904/  10000 (99.04%), best:    9901/10000 (99.01%), error:       313.26895, best error:       313.00754 on epoch:    86, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 821.7451171875s, input_fired_time: 11.6405363083, output_fired_time: 10.6243600845, propagate_forward_time: 305.4500732422, propagate_backward_time: 482.3339233398, weight_update_time: 0.8208220005, other_time: 11.6961669922
epoch time: 65.3108901978s, input_fired_time: 1.4676772356, output_fired_time: 0.0000000000, propagate_forward_time: 61.7873153687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0558967590
validation[          , genome 14880] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       311.07773, best error:       311.07773 on epoch:    91, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 820.8873291016s, input_fired_time: 11.5544414520, output_fired_time: 10.5578737259, propagate_forward_time: 305.3391418457, propagate_backward_time: 482.0160217285, weight_update_time: 0.8023617864, other_time: 11.4198608398
epoch time: 64.9890747070s, input_fired_time: 1.4811092615, output_fired_time: 0.0000000000, propagate_forward_time: 61.4837646484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0242004395
validation[          , genome 14880] predictions:    9902/  10000 (99.02%), best:    9906/10000 (99.06%), error:       321.00916, best error:       311.07773 on epoch:    91, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 825.5035400391s, input_fired_time: 11.6802129745, output_fired_time: 10.6807603836, propagate_forward_time: 307.2344055176, propagate_backward_time: 484.3317871094, weight_update_time: 0.7995736003, other_time: 11.5763244629
epoch time: 65.1722106934s, input_fired_time: 1.5023084879, output_fired_time: 0.0000000000, propagate_forward_time: 61.6305389404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0393638611
validation[          , genome 14880] predictions:    9893/  10000 (98.93%), best:    9906/10000 (99.06%), error:       319.50766, best error:       311.07773 on epoch:    91, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 817.6390991211s, input_fired_time: 11.5763778687, output_fired_time: 10.4885988235, propagate_forward_time: 304.1307373047, propagate_backward_time: 479.9273376465, weight_update_time: 0.8117348552, other_time: 11.5160827637
epoch time: 64.5829162598s, input_fired_time: 1.4658650160, output_fired_time: 0.0000000000, propagate_forward_time: 61.0735588074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0434913635
validation[          , genome 14880] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       310.30368, best error:       310.30368 on epoch:    94, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 818.8472900391s, input_fired_time: 11.6437940598, output_fired_time: 10.5037546158, propagate_forward_time: 304.5609741211, propagate_backward_time: 480.4397583008, weight_update_time: 0.8110556006, other_time: 11.6989746094
epoch time: 65.1837234497s, input_fired_time: 1.5142107010, output_fired_time: 0.0000000000, propagate_forward_time: 61.6171112061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0524024963
validation[          , genome 14880] predictions:    9897/  10000 (98.97%), best:    9903/10000 (99.03%), error:       316.89816, best error:       310.30368 on epoch:    94, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 817.2171020508s, input_fired_time: 11.6430931091, output_fired_time: 10.5549402237, propagate_forward_time: 304.0457458496, propagate_backward_time: 479.3286437988, weight_update_time: 0.8123279214, other_time: 11.6447143555
epoch time: 64.6405029297s, input_fired_time: 1.4605581760, output_fired_time: 0.0000000000, propagate_forward_time: 61.1532363892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0267066956
validation[          , genome 14880] predictions:    9895/  10000 (98.95%), best:    9903/10000 (99.03%), error:       328.46970, best error:       310.30368 on epoch:    94, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 814.2345581055s, input_fired_time: 11.6866779327, output_fired_time: 10.5119991302, propagate_forward_time: 302.8761291504, propagate_backward_time: 477.4314880371, weight_update_time: 0.8145797849, other_time: 11.7282104492
epoch time: 64.8065185547s, input_fired_time: 1.4784400463, output_fired_time: 0.0000000000, propagate_forward_time: 61.2987899780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0292892456
validation[          , genome 14880] predictions:    9895/  10000 (98.95%), best:    9903/10000 (99.03%), error:       324.12210, best error:       310.30368 on epoch:    94, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 821.7062988281s, input_fired_time: 11.6030178070, output_fired_time: 10.5460357666, propagate_forward_time: 305.6445922852, propagate_backward_time: 482.4510498047, weight_update_time: 0.8071941733, other_time: 11.4616088867
epoch time: 64.3503341675s, input_fired_time: 1.4726457596, output_fired_time: 0.0000000000, propagate_forward_time: 60.8232421875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0544471741
validation[          , genome 14880] predictions:    9884/  10000 (98.84%), best:    9903/10000 (99.03%), error:       330.00891, best error:       310.30368 on epoch:    94, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 826.9831542969s, input_fired_time: 11.7640628815, output_fired_time: 10.6391534805, propagate_forward_time: 307.6053466797, propagate_backward_time: 485.3129882813, weight_update_time: 0.8064163923, other_time: 11.6616210938
epoch time: 65.0931701660s, input_fired_time: 1.4760274887, output_fired_time: 0.0000000000, propagate_forward_time: 61.5906257629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0265159607
validation[          , genome 14880] predictions:    9900/  10000 (99.00%), best:    9903/10000 (99.03%), error:       327.67264, best error:       310.30368 on epoch:    94, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 822.3728637695s, input_fired_time: 11.6071939468, output_fired_time: 10.5558271408, propagate_forward_time: 305.9603576660, propagate_backward_time: 482.6338500977, weight_update_time: 0.8092092276, other_time: 11.6156311035
epoch time: 64.0134277344s, input_fired_time: 1.4479789734, output_fired_time: 0.0000000000, propagate_forward_time: 60.5146026611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0508460999
validation[          , genome 14880] predictions:    9894/  10000 (98.94%), best:    9903/10000 (99.03%), error:       327.24088, best error:       310.30368 on epoch:    94, 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: 324.4657287598s, input_fired_time: 7.3960590363, output_fired_time: 0.0000000000, propagate_forward_time: 306.6034851074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 10.4661865234
best training[          , genome 14880] predictions:   49999/  50000 (100.00%), best:    9903/10000 (99.03%), error:       141.53975, best error:       310.30368 on epoch:    94, 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: 65.6292266846s, input_fired_time: 1.4822053909, output_fired_time: 0.0000000000, propagate_forward_time: 62.0940475464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0529708862
   testing[          , genome 14880] predictions:    9897/  10000 (98.97%), best:    9903/10000 (99.03%), error:       298.16623, best error:       310.30368 on epoch:    94, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:59:46 (4712): called boinc_finish(0)

</stderr_txt>
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