Nameexact_genome_1508499903_25_16425_2
Workunit2272407
Created4 Dec 2017, 17:15:46 UTC
Sent4 Dec 2017, 17:31:32 UTC
Report deadline12 Jan 2018, 6:16:03 UTC
Received5 Dec 2017, 16:47:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time10 hours 59 min 32 sec
CPU time10 hours 59 min 24 sec
Validate stateValid
Credit9,632.73
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size165.82 MB
Peak swap size167.56 MB
Peak disk usage3.01 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
ime: 26.7457656860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0769710541
validation[          , genome 16425] predictions:    9859/  10000 (98.59%), best:    9859/10000 (98.59%), error:       471.84076, best error:       471.84076 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 366.0329895020s, input_fired_time: 5.6238236427, output_fired_time: 3.5330975056, propagate_forward_time: 139.2567596436, propagate_backward_time: 211.3029327393, weight_update_time: 0.4559393823, other_time: 6.3163757324
epoch time: 28.4712047577s, input_fired_time: 0.5870656967, output_fired_time: 0.0000000000, propagate_forward_time: 26.7924880981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0916519165
validation[          , genome 16425] predictions:    9844/  10000 (98.44%), best:    9859/10000 (98.59%), error:       514.19440, best error:       471.84076 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 356.7271728516s, input_fired_time: 5.5009860992, output_fired_time: 3.4599707127, propagate_forward_time: 134.8631591797, propagate_backward_time: 206.6137237549, weight_update_time: 0.4549003541, other_time: 6.2893524170
epoch time: 28.7210159302s, input_fired_time: 0.5917740464, output_fired_time: 0.0000000000, propagate_forward_time: 27.0277290344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1015129089
validation[          , genome 16425] predictions:    9834/  10000 (98.34%), best:    9859/10000 (98.59%), error:       573.03687, best error:       471.84076 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 361.0692749023s, input_fired_time: 5.5698480606, output_fired_time: 3.5022022724, propagate_forward_time: 136.6262207031, propagate_backward_time: 209.0827178955, weight_update_time: 0.4541735649, other_time: 6.2882843018
epoch time: 28.4020538330s, input_fired_time: 0.5862644911, output_fired_time: 0.0000000000, propagate_forward_time: 26.7306556702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0851345062
validation[          , genome 16425] predictions:    9846/  10000 (98.46%), best:    9859/10000 (98.59%), error:       480.19403, best error:       471.84076 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 355.4572143555s, input_fired_time: 5.5191454887, output_fired_time: 3.4578685760, propagate_forward_time: 134.2934570312, propagate_backward_time: 205.9386138916, weight_update_time: 0.4521581829, other_time: 6.2481536865
epoch time: 28.9975757599s, input_fired_time: 0.5923265219, output_fired_time: 0.0000000000, propagate_forward_time: 27.2940349579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1112136841
validation[          , genome 16425] predictions:    9860/  10000 (98.60%), best:    9859/10000 (98.59%), error:       473.95901, best error:       471.84076 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 359.6135559082s, input_fired_time: 5.5079441071, output_fired_time: 3.4925706387, propagate_forward_time: 136.0141906738, propagate_backward_time: 208.4566955566, weight_update_time: 0.4395488501, other_time: 6.1421508789
epoch time: 28.3113021851s, input_fired_time: 0.5716317296, output_fired_time: 0.0000000000, propagate_forward_time: 26.6891918182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0504779816
validation[          , genome 16425] predictions:    9850/  10000 (98.50%), best:    9859/10000 (98.59%), error:       495.86084, best error:       471.84076 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 354.7082824707s, input_fired_time: 5.4474453926, output_fired_time: 3.4405355453, propagate_forward_time: 134.1048431396, propagate_backward_time: 205.6937408447, weight_update_time: 0.4266989827, other_time: 6.0217285156
epoch time: 29.7127552032s, input_fired_time: 0.5875471234, output_fired_time: 0.0000000000, propagate_forward_time: 28.0457401276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0794677734
validation[          , genome 16425] predictions:    9804/  10000 (98.04%), best:    9859/10000 (98.59%), error:       620.49591, best error:       471.84076 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 356.7123413086s, input_fired_time: 5.4563827515, output_fired_time: 3.4551622868, propagate_forward_time: 135.0679016113, propagate_backward_time: 206.7284698486, weight_update_time: 0.4270392656, other_time: 6.0044097900
epoch time: 28.4234161377s, input_fired_time: 0.5708554983, output_fired_time: 0.0000000000, propagate_forward_time: 26.7939224243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0586376190
validation[          , genome 16425] predictions:    9835/  10000 (98.35%), best:    9859/10000 (98.59%), error:       534.89246, best error:       471.84076 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 355.3491210938s, input_fired_time: 5.4776420593, output_fired_time: 3.4404447079, propagate_forward_time: 134.3827819824, propagate_backward_time: 206.0296020508, weight_update_time: 0.4264959395, other_time: 6.0186767578
epoch time: 28.3953914642s, input_fired_time: 0.5757642984, output_fired_time: 0.0000000000, propagate_forward_time: 26.7657623291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0538654327
validation[          , genome 16425] predictions:    9855/  10000 (98.55%), best:    9859/10000 (98.59%), error:       481.84613, best error:       471.84076 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 355.5468750000s, input_fired_time: 5.4655170441, output_fired_time: 3.4429705143, propagate_forward_time: 134.7526702881, propagate_backward_time: 205.9057006836, weight_update_time: 0.4254759848, other_time: 5.9800262451
epoch time: 28.8586063385s, input_fired_time: 0.5762122273, output_fired_time: 0.0000000000, propagate_forward_time: 27.2153358459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0670585632
validation[          , genome 16425] predictions:    9845/  10000 (98.45%), best:    9845/10000 (98.45%), error:       466.56961, best error:       466.56961 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 364.1461791992s, input_fired_time: 5.5456199646, output_fired_time: 3.5060932636, propagate_forward_time: 138.0811004639, propagate_backward_time: 210.9257202148, weight_update_time: 0.4335558414, other_time: 6.0876312256
epoch time: 28.3155956268s, input_fired_time: 0.5712525249, output_fired_time: 0.0000000000, propagate_forward_time: 26.6959724426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0483703613
validation[          , genome 16425] predictions:    9724/  10000 (97.24%), best:    9845/10000 (98.45%), error:       870.11530, best error:       466.56961 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 359.6094665527s, input_fired_time: 5.4946212769, output_fired_time: 3.4733867645, propagate_forward_time: 135.9583587646, propagate_backward_time: 208.6818084717, weight_update_time: 0.4283735454, other_time: 6.0012817383
epoch time: 29.4542179108s, input_fired_time: 0.5877158046, output_fired_time: 0.0000000000, propagate_forward_time: 27.7791709900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0873317719
validation[          , genome 16425] predictions:    9835/  10000 (98.35%), best:    9845/10000 (98.45%), error:       505.41022, best error:       466.56961 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 358.6820983887s, input_fired_time: 5.4932856560, output_fired_time: 3.4766058922, propagate_forward_time: 136.0012664795, propagate_backward_time: 207.7019653320, weight_update_time: 0.4273870885, other_time: 6.0089874268
epoch time: 28.3177776337s, input_fired_time: 0.5747712255, output_fired_time: 0.0000000000, propagate_forward_time: 26.6980991364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0449066162
validation[          , genome 16425] predictions:    9862/  10000 (98.62%), best:    9862/10000 (98.62%), error:       444.78625, best error:       444.78625 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 358.7092285156s, input_fired_time: 5.4914360046, output_fired_time: 3.4621541500, propagate_forward_time: 135.8310546875, propagate_backward_time: 207.9272613525, weight_update_time: 0.4277604222, other_time: 5.9973297119
epoch time: 28.5559177399s, input_fired_time: 0.5760806203, output_fired_time: 0.0000000000, propagate_forward_time: 26.9261360168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0537014008
validation[          , genome 16425] predictions:    9873/  10000 (98.73%), best:    9873/10000 (98.73%), error:       412.01633, best error:       412.01633 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 355.2074890137s, input_fired_time: 5.4398818016, output_fired_time: 3.4423441887, propagate_forward_time: 134.5693206787, propagate_backward_time: 205.7895965576, weight_update_time: 0.4235853851, other_time: 5.9663391113
epoch time: 28.2797164917s, input_fired_time: 0.5678440928, output_fired_time: 0.0000000000, propagate_forward_time: 26.6671714783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0447006226
validation[          , genome 16425] predictions:    9856/  10000 (98.56%), best:    9873/10000 (98.73%), error:       492.04388, best error:       412.01633 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 358.9558105469s, input_fired_time: 5.4475245476, output_fired_time: 3.4699647427, propagate_forward_time: 135.9516906738, propagate_backward_time: 208.0594635010, weight_update_time: 0.4293396771, other_time: 6.0271759033
epoch time: 28.3175926208s, input_fired_time: 0.5737821460, output_fired_time: 0.0000000000, propagate_forward_time: 26.6848487854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0589618683
validation[          , genome 16425] predictions:    9802/  10000 (98.02%), best:    9873/10000 (98.73%), error:       664.53876, best error:       412.01633 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 352.6422119141s, input_fired_time: 5.4336667061, output_fired_time: 3.4202487469, propagate_forward_time: 133.4744720459, propagate_backward_time: 204.3275451660, weight_update_time: 0.4231640399, other_time: 5.9862823486
epoch time: 28.3094062805s, input_fired_time: 0.5801748633, output_fired_time: 0.0000000000, propagate_forward_time: 26.6664409637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0627899170
validation[          , genome 16425] predictions:    9839/  10000 (98.39%), best:    9873/10000 (98.73%), error:       519.44934, best error:       412.01633 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 357.5200805664s, input_fired_time: 5.4596581459, output_fired_time: 3.4534089565, propagate_forward_time: 135.6075897217, propagate_backward_time: 207.0047454834, weight_update_time: 0.4252161384, other_time: 5.9946899414
epoch time: 28.2882976532s, input_fired_time: 0.5728988647, output_fired_time: 0.0000000000, propagate_forward_time: 26.6689472198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0464515686
validation[          , genome 16425] predictions:    9853/  10000 (98.53%), best:    9873/10000 (98.73%), error:       440.67529, best error:       412.01633 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 357.5744628906s, input_fired_time: 5.4846024513, output_fired_time: 3.4590914249, propagate_forward_time: 135.3122711182, propagate_backward_time: 207.3406677246, weight_update_time: 0.4264802635, other_time: 5.9778289795
epoch time: 28.3843383789s, input_fired_time: 0.5792354345, output_fired_time: 0.0000000000, propagate_forward_time: 26.7500400543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0550632477
validation[          , genome 16425] predictions:    9877/  10000 (98.77%), best:    9873/10000 (98.73%), error:       418.28152, best error:       412.01633 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 354.3292541504s, input_fired_time: 5.4646630287, output_fired_time: 3.4360840321, propagate_forward_time: 134.0178070068, propagate_backward_time: 205.4770202637, weight_update_time: 0.4225744605, other_time: 5.9336700439
epoch time: 28.8895568848s, input_fired_time: 0.5870713592, output_fired_time: 0.0000000000, propagate_forward_time: 27.2382583618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0642280579
validation[          , genome 16425] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       401.57187, best error:       401.57187 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 356.0741271973s, input_fired_time: 5.4869647026, output_fired_time: 3.4454751015, propagate_forward_time: 135.0429229736, propagate_backward_time: 206.1373291016, weight_update_time: 0.4244882166, other_time: 5.9614410400
epoch time: 28.3136920929s, input_fired_time: 0.5776837468, output_fired_time: 0.0000000000, propagate_forward_time: 26.6940193176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0419883728
validation[          , genome 16425] predictions:    9857/  10000 (98.57%), best:    9877/10000 (98.77%), error:       458.63202, best error:       401.57187 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 353.6993103027s, input_fired_time: 5.4810304642, output_fired_time: 3.4299495220, propagate_forward_time: 133.8712463379, propagate_backward_time: 204.9512023926, weight_update_time: 0.4232487082, other_time: 5.9658813477
epoch time: 28.3930873871s, input_fired_time: 0.5807342529, output_fired_time: 0.0000000000, propagate_forward_time: 26.7467784882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0655746460
validation[          , genome 16425] predictions:    9875/  10000 (98.75%), best:    9877/10000 (98.77%), error:       409.86423, best error:       401.57187 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 362.9517517090s, input_fired_time: 5.5530381203, output_fired_time: 3.5053570271, propagate_forward_time: 137.8911437988, propagate_backward_time: 209.9570922852, weight_update_time: 0.4307487905, other_time: 6.0451049805
epoch time: 28.3447303772s, input_fired_time: 0.5812182426, output_fired_time: 0.0000000000, propagate_forward_time: 26.7042865753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0592250824
validation[          , genome 16425] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       404.54568, best error:       401.57187 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 357.1566162109s, input_fired_time: 5.5166945457, output_fired_time: 3.4595401287, propagate_forward_time: 135.3937072754, propagate_backward_time: 206.7903747559, weight_update_time: 0.4257915318, other_time: 5.9963073730
epoch time: 30.8900508881s, input_fired_time: 0.6205714941, output_fired_time: 0.0000000000, propagate_forward_time: 29.1576862335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1117935181
validation[          , genome 16425] predictions:    9867/  10000 (98.67%), best:    9877/10000 (98.77%), error:       427.95645, best error:       401.57187 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 357.6606445312s, input_fired_time: 5.5129308701, output_fired_time: 3.4578754902, propagate_forward_time: 135.7745056152, propagate_backward_time: 206.9340667725, weight_update_time: 0.4257135391, other_time: 5.9812469482
epoch time: 28.3298511505s, input_fired_time: 0.5835462213, output_fired_time: 0.0000000000, propagate_forward_time: 26.6872634888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0590419769
validation[          , genome 16425] predictions:    9867/  10000 (98.67%), best:    9877/10000 (98.77%), error:       438.20993, best error:       401.57187 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 355.7811889648s, input_fired_time: 5.5116319656, output_fired_time: 3.4478669167, propagate_forward_time: 134.6577606201, propagate_backward_time: 206.1374664307, weight_update_time: 0.4260959923, other_time: 6.0264587402
epoch time: 29.0600948334s, input_fired_time: 0.5931201577, output_fired_time: 0.0000000000, propagate_forward_time: 27.4006843567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0662899017
validation[          , genome 16425] predictions:    9864/  10000 (98.64%), best:    9877/10000 (98.77%), error:       457.30869, best error:       401.57187 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 353.7538452148s, input_fired_time: 5.4824514389, output_fired_time: 3.4240553379, propagate_forward_time: 133.9517974854, propagate_backward_time: 204.9460449219, weight_update_time: 0.4228328764, other_time: 5.9495086670
epoch time: 28.9056816101s, input_fired_time: 0.5889860392, output_fired_time: 0.0000000000, propagate_forward_time: 27.2457580566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0709381104
validation[          , genome 16425] predictions:    9867/  10000 (98.67%), best:    9877/10000 (98.77%), error:       426.80209, best error:       401.57187 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 358.1493835449s, input_fired_time: 5.5220885277, output_fired_time: 3.4717845917, propagate_forward_time: 135.5669708252, propagate_backward_time: 207.6068115234, weight_update_time: 0.4259249568, other_time: 5.9817352295
epoch time: 28.3104591370s, input_fired_time: 0.5827338696, output_fired_time: 0.0000000000, propagate_forward_time: 26.6851387024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0425872803
validation[          , genome 16425] predictions:    9873/  10000 (98.73%), best:    9877/10000 (98.77%), error:       422.09518, best error:       401.57187 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 353.8063964844s, input_fired_time: 5.4839992523, output_fired_time: 3.4248380661, propagate_forward_time: 134.0118713379, propagate_backward_time: 204.9634704590, weight_update_time: 0.4223643541, other_time: 5.9222106934
epoch time: 29.4892768860s, input_fired_time: 0.6009407640, output_fired_time: 0.0000000000, propagate_forward_time: 27.7998600006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0884761810
validation[          , genome 16425] predictions:    9865/  10000 (98.65%), best:    9877/10000 (98.77%), error:       424.02310, best error:       401.57187 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 355.5446472168s, input_fired_time: 5.4940347672, output_fired_time: 3.4390425682, propagate_forward_time: 134.6190795898, propagate_backward_time: 205.9809417725, weight_update_time: 0.4247559309, other_time: 6.0115203857
epoch time: 28.3670349121s, input_fired_time: 0.5823199153, output_fired_time: 0.0000000000, propagate_forward_time: 26.7138652802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0708503723
validation[          , genome 16425] predictions:    9853/  10000 (98.53%), best:    9877/10000 (98.77%), error:       531.93036, best error:       401.57187 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 358.8159484863s, input_fired_time: 5.4835433960, output_fired_time: 3.4728765488, propagate_forward_time: 135.9051361084, propagate_backward_time: 207.9437713623, weight_update_time: 0.4282539487, other_time: 6.0106201172
epoch time: 28.7901878357s, input_fired_time: 0.5821326375, output_fired_time: 0.0000000000, propagate_forward_time: 27.1497421265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0583133698
validation[          , genome 16425] predictions:    9871/  10000 (98.71%), best:    9877/10000 (98.77%), error:       434.60687, best error:       401.57187 on epoch:    33, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 357.8628540039s, input_fired_time: 5.5186800957, output_fired_time: 3.4663846493, propagate_forward_time: 135.5337371826, propagate_backward_time: 207.2967224121, weight_update_time: 0.4277163744, other_time: 6.0473480225
epoch time: 28.3430843353s, input_fired_time: 0.5828981996, output_fired_time: 0.0000000000, propagate_forward_time: 26.6992244720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0609607697
validation[          , genome 16425] predictions:    9865/  10000 (98.65%), best:    9877/10000 (98.77%), error:       425.68826, best error:       401.57187 on epoch:    33, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 366.1676635742s, input_fired_time: 5.6268367767, output_fired_time: 3.5343434811, propagate_forward_time: 139.1622314453, propagate_backward_time: 211.6897735596, weight_update_time: 0.4363320172, other_time: 6.1544952393
epoch time: 28.3534851074s, input_fired_time: 0.5825964808, output_fired_time: 0.0000000000, propagate_forward_time: 26.7102947235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0605945587
validation[          , genome 16425] predictions:    9867/  10000 (98.67%), best:    9877/10000 (98.77%), error:       418.42920, best error:       401.57187 on epoch:    33, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 355.0120849609s, input_fired_time: 5.4955787659, output_fired_time: 3.4389553070, propagate_forward_time: 134.3695220947, propagate_backward_time: 205.6929321289, weight_update_time: 0.4239531755, other_time: 6.0150909424
epoch time: 28.3417510986s, input_fired_time: 0.5883814096, output_fired_time: 0.0000000000, propagate_forward_time: 26.6820831299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0712871552
validation[          , genome 16425] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       339.28415, best error:       339.28415 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 360.6092224121s, input_fired_time: 5.5784220695, output_fired_time: 3.4819953442, propagate_forward_time: 136.8148040771, propagate_backward_time: 208.6464385986, weight_update_time: 0.4298426509, other_time: 6.0875549316
epoch time: 28.3657112122s, input_fired_time: 0.5927056670, output_fired_time: 0.0000000000, propagate_forward_time: 26.7001533508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0728530884
validation[          , genome 16425] predictions:    9860/  10000 (98.60%), best:    9902/10000 (99.02%), error:       449.03772, best error:       339.28415 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 355.8333740234s, input_fired_time: 5.5433506966, output_fired_time: 3.4480841160, propagate_forward_time: 134.6775360107, propagate_backward_time: 206.1525115967, weight_update_time: 0.4250225127, other_time: 6.0118713379
epoch time: 28.5945568085s, input_fired_time: 0.5902432799, output_fired_time: 0.0000000000, propagate_forward_time: 26.9335613251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0707530975
validation[          , genome 16425] predictions:    9880/  10000 (98.80%), best:    9902/10000 (99.02%), error:       398.05923, best error:       339.28415 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 355.7987060547s, input_fired_time: 5.5341949463, output_fired_time: 3.4442071915, propagate_forward_time: 134.6103363037, propagate_backward_time: 206.1799774170, weight_update_time: 0.4247657359, other_time: 6.0299987793
epoch time: 29.6306400299s, input_fired_time: 0.6051440835, output_fired_time: 0.0000000000, propagate_forward_time: 27.9346218109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0908737183
validation[          , genome 16425] predictions:    9869/  10000 (98.69%), best:    9902/10000 (99.02%), error:       401.02728, best error:       339.28415 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 353.5585021973s, input_fired_time: 5.5218329430, output_fired_time: 3.4313733578, propagate_forward_time: 133.6904144287, propagate_backward_time: 204.8824615479, weight_update_time: 0.4237666130, other_time: 6.0324401855
epoch time: 28.3257026672s, input_fired_time: 0.5856180787, output_fired_time: 0.0000000000, propagate_forward_time: 26.6824092865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0576744080
validation[          , genome 16425] predictions:    9853/  10000 (98.53%), best:    9902/10000 (99.02%), error:       464.25354, best error:       339.28415 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 353.3984069824s, input_fired_time: 5.5124683380, output_fired_time: 3.4262180328, propagate_forward_time: 133.6916656494, propagate_backward_time: 204.7789611816, weight_update_time: 0.4237890840, other_time: 5.9890899658
epoch time: 28.3494796753s, input_fired_time: 0.5883965492, output_fired_time: 0.0000000000, propagate_forward_time: 26.7099552155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0511283875
validation[          , genome 16425] predictions:    9852/  10000 (98.52%), best:    9902/10000 (99.02%), error:       503.11285, best error:       339.28415 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 357.0921325684s, input_fired_time: 5.5539550781, output_fired_time: 3.4539434910, propagate_forward_time: 135.3672332764, propagate_backward_time: 206.7076568604, weight_update_time: 0.4266436994, other_time: 6.0093383789
epoch time: 28.6971263885s, input_fired_time: 0.5924345255, output_fired_time: 0.0000000000, propagate_forward_time: 27.0329113007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0717811584
validation[          , genome 16425] predictions:    9885/  10000 (98.85%), best:    9902/10000 (99.02%), error:       370.40686, best error:       339.28415 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 355.2402038574s, input_fired_time: 5.5350551605, output_fired_time: 3.4474127293, propagate_forward_time: 134.4093933105, propagate_backward_time: 205.8372192383, weight_update_time: 0.4244953990, other_time: 6.0111083984
epoch time: 29.1476135254s, input_fired_time: 0.6046028733, output_fired_time: 0.0000000000, propagate_forward_time: 27.4595909119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0834197998
validation[          , genome 16425] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       333.54800, best error:       333.54800 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 354.1742248535s, input_fired_time: 5.5179986954, output_fired_time: 3.4313788414, propagate_forward_time: 134.0467529297, propagate_backward_time: 205.1993865967, weight_update_time: 0.4233390689, other_time: 5.9787139893
epoch time: 29.0052700043s, input_fired_time: 0.5987545848, output_fired_time: 0.0000000000, propagate_forward_time: 27.3355751038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0709400177
validation[          , genome 16425] predictions:    9875/  10000 (98.75%), best:    9904/10000 (99.04%), error:       436.43826, best error:       333.54800 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 361.1890869141s, input_fired_time: 5.5577535629, output_fired_time: 3.4868893623, propagate_forward_time: 136.9101104736, propagate_backward_time: 209.2049102783, weight_update_time: 0.4305609763, other_time: 6.0294494629
epoch time: 28.7720508575s, input_fired_time: 0.5847157836, output_fired_time: 0.0000000000, propagate_forward_time: 27.1283874512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0589485168
validation[          , genome 16425] predictions:    9875/  10000 (98.75%), best:    9904/10000 (99.04%), error:       390.46005, best error:       333.54800 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 354.4500732422s, input_fired_time: 5.4961581230, output_fired_time: 3.4365179539, propagate_forward_time: 134.1962280273, propagate_backward_time: 205.3454132080, weight_update_time: 0.4240671992, other_time: 5.9757537842
epoch time: 28.3382167816s, input_fired_time: 0.5820916295, output_fired_time: 0.0000000000, propagate_forward_time: 26.7018299103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0542945862
validation[          , genome 16425] predictions:    9901/  10000 (99.01%), best:    9904/10000 (99.04%), error:       338.08676, best error:       333.54800 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 356.6057128906s, input_fired_time: 5.5223879814, output_fired_time: 3.4474196434, propagate_forward_time: 135.1459197998, propagate_backward_time: 206.5045013428, weight_update_time: 0.4267220497, other_time: 5.9854736328
epoch time: 28.3241138458s, input_fired_time: 0.5878033042, output_fired_time: 0.0000000000, propagate_forward_time: 26.6896381378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0466728210
validation[          , genome 16425] predictions:    9892/  10000 (98.92%), best:    9904/10000 (99.04%), error:       359.11285, best error:       333.54800 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 354.1379089355s, input_fired_time: 5.5203943253, output_fired_time: 3.4396767616, propagate_forward_time: 134.0252990723, propagate_backward_time: 205.2073364258, weight_update_time: 0.4229999781, other_time: 5.9452209473
epoch time: 28.7593917847s, input_fired_time: 0.5946136713, output_fired_time: 0.0000000000, propagate_forward_time: 27.0948390961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0699386597
validation[          , genome 16425] predictions:    9885/  10000 (98.85%), best:    9904/10000 (99.04%), error:       390.15466, best error:       333.54800 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 362.5401611328s, input_fired_time: 5.5946760178, output_fired_time: 3.4963309765, propagate_forward_time: 137.4358673096, propagate_backward_time: 209.9280242920, weight_update_time: 0.4312964976, other_time: 6.0852661133
epoch time: 28.4491882324s, input_fired_time: 0.5878497362, output_fired_time: 0.0000000000, propagate_forward_time: 26.8062896729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0550479889
validation[          , genome 16425] predictions:    9903/  10000 (99.03%), best:    9904/10000 (99.04%), error:       349.54813, best error:       333.54800 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 357.5827331543s, input_fired_time: 5.5630898476, output_fired_time: 3.4660420418, propagate_forward_time: 135.6272888184, propagate_backward_time: 206.9511566162, weight_update_time: 0.4267743826, other_time: 5.9751739502
epoch time: 30.9678592682s, input_fired_time: 0.6243066192, output_fired_time: 0.0000000000, propagate_forward_time: 29.2287425995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1148109436
validation[          , genome 16425] predictions:    9891/  10000 (98.91%), best:    9904/10000 (99.04%), error:       342.17935, best error:       333.54800 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 356.5534973145s, input_fired_time: 5.5470438004, output_fired_time: 3.4486963749, propagate_forward_time: 135.1058502197, propagate_backward_time: 206.4604797363, weight_update_time: 0.4250209033, other_time: 5.9914093018
epoch time: 28.6228599548s, input_fired_time: 0.5927824378, output_fired_time: 0.0000000000, propagate_forward_time: 26.9657573700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0643196106
validation[          , genome 16425] predictions:    9888/  10000 (98.88%), best:    9904/10000 (99.04%), error:       384.78946, best error:       333.54800 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 375.4552001953s, input_fired_time: 5.7625527382, output_fired_time: 3.6303021908, propagate_forward_time: 142.0372619629, propagate_backward_time: 217.7061157227, weight_update_time: 0.4493785203, other_time: 6.3189697266
epoch time: 29.1922149658s, input_fired_time: 0.6034448743, output_fired_time: 0.0000000000, propagate_forward_time: 27.5075149536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0812549591
validation[          , genome 16425] predictions:    9863/  10000 (98.63%), best:    9904/10000 (99.04%), error:       443.42191, best error:       333.54800 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 378.7730712891s, input_fired_time: 5.8078365326, output_fired_time: 3.6441802979, propagate_forward_time: 144.1481018066, propagate_backward_time: 218.8012847900, weight_update_time: 0.4516594112, other_time: 6.3716583252
epoch time: 30.2286720276s, input_fired_time: 0.6574785113, output_fired_time: 0.0000000000, propagate_forward_time: 28.3849182129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1862754822
validation[          , genome 16425] predictions:    9863/  10000 (98.63%), best:    9904/10000 (99.04%), error:       463.82718, best error:       333.54800 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 372.2286987305s, input_fired_time: 5.7612605095, output_fired_time: 3.5945456028, propagate_forward_time: 141.3987426758, propagate_backward_time: 214.9382476807, weight_update_time: 0.4653417766, other_time: 6.5359039307
epoch time: 29.3869209290s, input_fired_time: 0.6121099591, output_fired_time: 0.0000000000, propagate_forward_time: 27.6730232239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1017875671
validation[          , genome 16425] predictions:    9899/  10000 (98.99%), best:    9904/10000 (99.04%), error:       356.87006, best error:       333.54800 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 379.8205871582s, input_fired_time: 5.7811427116, output_fired_time: 3.6439557076, propagate_forward_time: 144.5283966064, propagate_backward_time: 219.4083709717, weight_update_time: 0.4679479599, other_time: 6.4587402344
epoch time: 32.0762557983s, input_fired_time: 0.6521061659, output_fired_time: 0.0000000000, propagate_forward_time: 30.2567558289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1673946381
validation[          , genome 16425] predictions:    9898/  10000 (98.98%), best:    9904/10000 (99.04%), error:       349.11060, best error:       333.54800 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 358.2882690430s, input_fired_time: 5.6514315605, output_fired_time: 3.4822397232, propagate_forward_time: 135.4552917480, propagate_backward_time: 207.3784790039, weight_update_time: 0.4584472477, other_time: 6.3208312988
epoch time: 29.3546447754s, input_fired_time: 0.6216857433, output_fired_time: 0.0000000000, propagate_forward_time: 27.6232509613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1097087860
validation[          , genome 16425] predictions:    9903/  10000 (99.03%), best:    9904/10000 (99.04%), error:       335.65668, best error:       333.54800 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 377.3067016602s, input_fired_time: 5.7628817558, output_fired_time: 3.6146967411, propagate_forward_time: 143.3988647461, propagate_backward_time: 218.0729370117, weight_update_time: 0.4609652460, other_time: 6.4573364258
epoch time: 31.3300647736s, input_fired_time: 0.6460025311, output_fired_time: 0.0000000000, propagate_forward_time: 29.5345649719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1494979858
validation[          , genome 16425] predictions:    9870/  10000 (98.70%), best:    9904/10000 (99.04%), error:       413.49634, best error:       333.54800 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 372.5630187988s, input_fired_time: 5.7741794586, output_fired_time: 3.5877580643, propagate_forward_time: 141.4931793213, propagate_backward_time: 215.3255310059, weight_update_time: 0.4609701633, other_time: 6.3823699951
epoch time: 31.9352474213s, input_fired_time: 0.6534395218, output_fired_time: 0.0000000000, propagate_forward_time: 30.1082954407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1735115051
validation[          , genome 16425] predictions:    9893/  10000 (98.93%), best:    9904/10000 (99.04%), error:       354.66287, best error:       333.54800 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 375.5022583008s, input_fired_time: 5.8052487373, output_fired_time: 3.6111624241, propagate_forward_time: 142.8271179199, propagate_backward_time: 216.7915802002, weight_update_time: 0.4658840299, other_time: 6.4671478271
epoch time: 30.8350582123s, input_fired_time: 0.6371806860, output_fired_time: 0.0000000000, propagate_forward_time: 29.0540447235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1438331604
validation[          , genome 16425] predictions:    9892/  10000 (98.92%), best:    9904/10000 (99.04%), error:       354.23444, best error:       333.54800 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 363.1103210449s, input_fired_time: 5.6868324280, output_fired_time: 3.5152640343, propagate_forward_time: 137.5455627441, propagate_backward_time: 210.0265960693, weight_update_time: 0.4563064575, other_time: 6.3360748291
epoch time: 28.3811740875s, input_fired_time: 0.6006292105, output_fired_time: 0.0000000000, propagate_forward_time: 26.7122459412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0682983398
validation[          , genome 16425] predictions:    9893/  10000 (98.93%), best:    9904/10000 (99.04%), error:       375.53665, best error:       333.54800 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 359.6425170898s, input_fired_time: 5.5947470665, output_fired_time: 3.4761781693, propagate_forward_time: 136.2514648438, propagate_backward_time: 208.2644042969, weight_update_time: 0.4264935255, other_time: 6.0557250977
epoch time: 30.1040630341s, input_fired_time: 0.6188598275, output_fired_time: 0.0000000000, propagate_forward_time: 28.3839607239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1012420654
validation[          , genome 16425] predictions:    9899/  10000 (98.99%), best:    9904/10000 (99.04%), error:       352.73245, best error:       333.54800 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 368.5184631348s, input_fired_time: 5.6734924316, output_fired_time: 3.5485088825, propagate_forward_time: 139.8112792969, propagate_backward_time: 213.2871704102, weight_update_time: 0.4389193058, other_time: 6.1979980469
epoch time: 29.0589618683s, input_fired_time: 0.6067199707, output_fired_time: 0.0000000000, propagate_forward_time: 27.3751983643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0770435333
validation[          , genome 16425] predictions:    9888/  10000 (98.88%), best:    9904/10000 (99.04%), error:       375.74561, best error:       333.54800 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 363.9220275879s, input_fired_time: 5.6417083740, output_fired_time: 3.5126278400, propagate_forward_time: 138.3030242920, propagate_backward_time: 210.3860321045, weight_update_time: 0.4311069548, other_time: 6.0786437988
epoch time: 31.6476669312s, input_fired_time: 0.6591055989, output_fired_time: 0.0000000000, propagate_forward_time: 29.8207168579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1678447723
validation[          , genome 16425] predictions:    9902/  10000 (99.02%), best:    9904/10000 (99.04%), error:       367.42773, best error:       333.54800 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 364.4598388672s, input_fired_time: 5.6615986824, output_fired_time: 3.5283412933, propagate_forward_time: 138.3598480225, propagate_backward_time: 210.7674560547, weight_update_time: 0.4338149428, other_time: 6.1425933838
epoch time: 29.8573894501s, input_fired_time: 0.6162596941, output_fired_time: 0.0000000000, propagate_forward_time: 28.1509895325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0901393890
validation[          , genome 16425] predictions:    9890/  10000 (98.90%), best:    9904/10000 (99.04%), error:       374.53073, best error:       333.54800 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 361.2977600098s, input_fired_time: 5.6322107315, output_fired_time: 3.5005102158, propagate_forward_time: 137.2626647949, propagate_backward_time: 208.8028869629, weight_update_time: 0.4293922186, other_time: 6.0994873047
epoch time: 29.3045749664s, input_fired_time: 0.6128723025, output_fired_time: 0.0000000000, propagate_forward_time: 27.6058216095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0858802795
validation[          , genome 16425] predictions:    9895/  10000 (98.95%), best:    9895/10000 (98.95%), error:       332.73166, best error:       332.73166 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 358.7563476562s, input_fired_time: 5.6197004318, output_fired_time: 3.4840266705, propagate_forward_time: 136.0561676025, propagate_backward_time: 207.5418090820, weight_update_time: 0.4268052876, other_time: 6.0546417236
epoch time: 28.4415817261s, input_fired_time: 0.5966777802, output_fired_time: 0.0000000000, propagate_forward_time: 26.7851562500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0597476959
validation[          , genome 16425] predictions:    9893/  10000 (98.93%), best:    9895/10000 (98.95%), error:       370.44891, best error:       332.73166 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 358.0882873535s, input_fired_time: 5.5947732925, output_fired_time: 3.4616219997, propagate_forward_time: 135.8225555420, propagate_backward_time: 207.1838531494, weight_update_time: 0.4280206859, other_time: 6.0254821777
epoch time: 28.6990833282s, input_fired_time: 0.6003196239, output_fired_time: 0.0000000000, propagate_forward_time: 27.0315704346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0671939850
validation[          , genome 16425] predictions:    9904/  10000 (99.04%), best:    9895/10000 (98.95%), error:       333.41953, best error:       332.73166 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 360.4997558594s, input_fired_time: 5.6220746040, output_fired_time: 3.4875373840, propagate_forward_time: 136.4130401611, propagate_backward_time: 208.9317169189, weight_update_time: 0.4302950501, other_time: 6.0453796387
epoch time: 30.2711219788s, input_fired_time: 0.6239166856, output_fired_time: 0.0000000000, propagate_forward_time: 28.5477294922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0994758606
validation[          , genome 16425] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       329.49164, best error:       329.49164 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 357.1077270508s, input_fired_time: 5.5900764465, output_fired_time: 3.4609756470, propagate_forward_time: 135.1416015625, propagate_backward_time: 206.8977508545, weight_update_time: 0.4260086119, other_time: 6.0173187256
epoch time: 28.7044353485s, input_fired_time: 0.5998477936, output_fired_time: 0.0000000000, propagate_forward_time: 27.0465793610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0580081940
validation[          , genome 16425] predictions:    9898/  10000 (98.98%), best:    9906/10000 (99.06%), error:       351.38031, best error:       329.49164 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 355.3051147461s, input_fired_time: 5.5661969185, output_fired_time: 3.4491808414, propagate_forward_time: 134.5355072021, propagate_backward_time: 205.7962036133, weight_update_time: 0.4250811636, other_time: 5.9580230713
epoch time: 28.3782215118s, input_fired_time: 0.5929532647, output_fired_time: 0.0000000000, propagate_forward_time: 26.7301311493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0551376343
validation[          , genome 16425] predictions:    9886/  10000 (98.86%), best:    9906/10000 (99.06%), error:       383.07294, best error:       329.49164 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 355.1648559570s, input_fired_time: 5.5534973145, output_fired_time: 3.4431009293, propagate_forward_time: 134.3559112549, propagate_backward_time: 205.8181304932, weight_update_time: 0.4237549007, other_time: 5.9942016602
epoch time: 28.3554515839s, input_fired_time: 0.5904883146, output_fired_time: 0.0000000000, propagate_forward_time: 26.7108936310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0540695190
validation[          , genome 16425] predictions:    9898/  10000 (98.98%), best:    9906/10000 (99.06%), error:       358.22214, best error:       329.49164 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 358.7900695801s, input_fired_time: 5.5616278648, output_fired_time: 3.4646430016, propagate_forward_time: 136.0678558350, propagate_backward_time: 207.6852416992, weight_update_time: 0.4266606569, other_time: 6.0107269287
epoch time: 28.3045692444s, input_fired_time: 0.5913087130, output_fired_time: 0.0000000000, propagate_forward_time: 26.6662940979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0469665527
validation[          , genome 16425] predictions:    9855/  10000 (98.55%), best:    9906/10000 (99.06%), error:       445.69879, best error:       329.49164 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 353.7822875977s, input_fired_time: 5.5536756516, output_fired_time: 3.4297649860, propagate_forward_time: 133.8413238525, propagate_backward_time: 205.0194854736, weight_update_time: 0.4215693474, other_time: 5.9380187988
epoch time: 28.3426837921s, input_fired_time: 0.5969376564, output_fired_time: 0.0000000000, propagate_forward_time: 26.6933956146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0523509979
validation[          , genome 16425] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       328.02750, best error:       328.02750 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 367.1250610352s, input_fired_time: 5.7254676819, output_fired_time: 3.5408515930, propagate_forward_time: 139.3858489990, propagate_backward_time: 212.2450866699, weight_update_time: 0.4498091638, other_time: 6.2277984619
epoch time: 28.4366607666s, input_fired_time: 0.6069430709, output_fired_time: 0.0000000000, propagate_forward_time: 26.7586669922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0710506439
validation[          , genome 16425] predictions:    9903/  10000 (99.03%), best:    9911/10000 (99.11%), error:       330.97397, best error:       328.02750 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 357.4249877930s, input_fired_time: 5.6429977417, output_fired_time: 3.4587960243, propagate_forward_time: 135.2770690918, propagate_backward_time: 206.9305114746, weight_update_time: 0.4443291128, other_time: 6.1156005859
epoch time: 30.2479419708s, input_fired_time: 0.6328389049, output_fired_time: 0.0000000000, propagate_forward_time: 28.4984207153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1166820526
validation[          , genome 16425] predictions:    9893/  10000 (98.93%), best:    9911/10000 (99.11%), error:       345.22760, best error:       328.02750 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 358.3893432617s, input_fired_time: 5.6520795822, output_fired_time: 3.4767303467, propagate_forward_time: 135.8016662598, propagate_backward_time: 207.2986907959, weight_update_time: 0.4455249906, other_time: 6.1602020264
epoch time: 28.4488830566s, input_fired_time: 0.6104627848, output_fired_time: 0.0000000000, propagate_forward_time: 26.7515068054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0869140625
validation[          , genome 16425] predictions:    9906/  10000 (99.06%), best:    9911/10000 (99.11%), error:       329.99835, best error:       328.02750 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 360.0445251465s, input_fired_time: 5.6680984497, output_fired_time: 3.4833211899, propagate_forward_time: 136.5278778076, propagate_backward_time: 208.2073669434, weight_update_time: 0.4469915926, other_time: 6.1578826904
epoch time: 29.5458507538s, input_fired_time: 0.6275694370, output_fired_time: 0.0000000000, propagate_forward_time: 27.8066654205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1116161346
validation[          , genome 16425] predictions:    9901/  10000 (99.01%), best:    9911/10000 (99.11%), error:       348.04269, best error:       328.02750 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 357.6730041504s, input_fired_time: 5.6113290787, output_fired_time: 3.4667935371, propagate_forward_time: 135.6674194336, propagate_backward_time: 206.8854675293, weight_update_time: 0.4283881485, other_time: 6.0419921875
epoch time: 28.3328018188s, input_fired_time: 0.5983058214, output_fired_time: 0.0000000000, propagate_forward_time: 26.6862468719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0482482910
validation[          , genome 16425] predictions:    9902/  10000 (99.02%), best:    9911/10000 (99.11%), error:       330.54355, best error:       328.02750 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 356.6890869141s, input_fired_time: 5.6024150848, output_fired_time: 3.4494566917, propagate_forward_time: 135.1302032471, propagate_backward_time: 206.5537872314, weight_update_time: 0.4243493676, other_time: 5.9532165527
epoch time: 29.9278888702s, input_fired_time: 0.6222637296, output_fired_time: 0.0000000000, propagate_forward_time: 28.2086906433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0969352722
validation[          , genome 16425] predictions:    9897/  10000 (98.97%), best:    9911/10000 (99.11%), error:       343.41321, best error:       328.02750 on epoch:    84, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 354.8329162598s, input_fired_time: 5.5970554352, output_fired_time: 3.4392728806, propagate_forward_time: 134.2564392090, propagate_backward_time: 205.5255889893, weight_update_time: 0.4243064225, other_time: 6.0145721436
epoch time: 28.3507347107s, input_fired_time: 0.6000705957, output_fired_time: 0.0000000000, propagate_forward_time: 26.6981143951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0525493622
validation[          , genome 16425] predictions:    9904/  10000 (99.04%), best:    9911/10000 (99.11%), error:       336.84064, best error:       328.02750 on epoch:    84, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 355.6272888184s, input_fired_time: 5.5863409042, output_fired_time: 3.4313104153, propagate_forward_time: 134.6539459229, propagate_backward_time: 206.0060729980, weight_update_time: 0.4245362282, other_time: 5.9496307373
epoch time: 28.3135395050s, input_fired_time: 0.5961126089, output_fired_time: 0.0000000000, propagate_forward_time: 26.6741790771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0432472229
validation[          , genome 16425] predictions:    9897/  10000 (98.97%), best:    9911/10000 (99.11%), error:       348.21912, best error:       328.02750 on epoch:    84, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 353.8098144531s, input_fired_time: 5.5660238266, output_fired_time: 3.4322648048, propagate_forward_time: 133.7151031494, propagate_backward_time: 205.1450195312, weight_update_time: 0.4217932522, other_time: 5.9514312744
epoch time: 28.3536186218s, input_fired_time: 0.5987593532, output_fired_time: 0.0000000000, propagate_forward_time: 26.7020759583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0527839661
validation[          , genome 16425] predictions:    9902/  10000 (99.02%), best:    9911/10000 (99.11%), error:       340.74121, best error:       328.02750 on epoch:    84, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 354.5927734375s, input_fired_time: 5.5784683228, output_fired_time: 3.4448440075, propagate_forward_time: 134.0294189453, propagate_backward_time: 205.5443267822, weight_update_time: 0.4231943190, other_time: 5.9957122803
epoch time: 28.3514881134s, input_fired_time: 0.5998499990, output_fired_time: 0.0000000000, propagate_forward_time: 26.6886367798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0630016327
validation[          , genome 16425] predictions:    9907/  10000 (99.07%), best:    9911/10000 (99.11%), error:       336.26590, best error:       328.02750 on epoch:    84, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 356.1253051758s, input_fired_time: 5.5650086403, output_fired_time: 3.4545769691, propagate_forward_time: 135.0250549316, propagate_backward_time: 206.1295013428, weight_update_time: 0.4234527349, other_time: 5.9511566162
epoch time: 30.7731170654s, input_fired_time: 0.6301588416, output_fired_time: 0.0000000000, propagate_forward_time: 29.0333023071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1096553802
validation[          , genome 16425] predictions:    9914/  10000 (99.14%), best:    9911/10000 (99.11%), error:       335.63205, best error:       328.02750 on epoch:    84, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 354.3923339844s, input_fired_time: 5.5826153755, output_fired_time: 3.4333586693, propagate_forward_time: 134.1130828857, propagate_backward_time: 205.2639312744, weight_update_time: 0.4226026833, other_time: 5.9993591309
epoch time: 28.3286781311s, input_fired_time: 0.6017749906, output_fired_time: 0.0000000000, propagate_forward_time: 26.6765193939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0503845215
validation[          , genome 16425] predictions:    9913/  10000 (99.13%), best:    9911/10000 (99.11%), error:       331.07257, best error:       328.02750 on epoch:    84, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 357.2740173340s, input_fired_time: 5.6109766960, output_fired_time: 3.4557209015, propagate_forward_time: 135.3219909668, propagate_backward_time: 206.9194946289, weight_update_time: 0.4252046049, other_time: 5.9658508301
epoch time: 28.4581642151s, input_fired_time: 0.6004219651, output_fired_time: 0.0000000000, propagate_forward_time: 26.8058757782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0518665314
validation[          , genome 16425] predictions:    9907/  10000 (99.07%), best:    9911/10000 (99.11%), error:       336.03522, best error:       328.02750 on epoch:    84, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 353.3335571289s, input_fired_time: 5.5794048309, output_fired_time: 3.4260149002, propagate_forward_time: 133.6136169434, propagate_backward_time: 204.7536163330, weight_update_time: 0.4222102463, other_time: 5.9608917236
epoch time: 28.3643932343s, input_fired_time: 0.5998039842, output_fired_time: 0.0000000000, propagate_forward_time: 26.7097072601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0548820496
validation[          , genome 16425] predictions:    9907/  10000 (99.07%), best:    9911/10000 (99.11%), error:       336.54721, best error:       328.02750 on epoch:    84, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 358.8036804199s, input_fired_time: 5.6305074692, output_fired_time: 3.4716117382, propagate_forward_time: 135.8036651611, propagate_backward_time: 207.8781280518, weight_update_time: 0.4262968004, other_time: 6.0197753906
epoch time: 28.3339271545s, input_fired_time: 0.6002554297, output_fired_time: 0.0000000000, propagate_forward_time: 26.6811065674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0525646210
validation[          , genome 16425] predictions:    9914/  10000 (99.14%), best:    9914/10000 (99.14%), error:       315.94122, best error:       315.94122 on epoch:    99, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 353.1059265137s, input_fired_time: 5.5831584930, output_fired_time: 3.4207160473, propagate_forward_time: 133.5852050781, propagate_backward_time: 204.5855255127, weight_update_time: 0.4214918613, other_time: 5.9313201904
epoch time: 29.5713558197s, input_fired_time: 0.6175244451, output_fired_time: 0.0000000000, propagate_forward_time: 27.8705520630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0832786560
validation[          , genome 16425] predictions:    9897/  10000 (98.97%), best:    9914/10000 (99.14%), error:       338.12234, best error:       315.94122 on epoch:    99, 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: 142.6570281982s, input_fired_time: 3.0485811234, output_fired_time: 0.0000000000, propagate_forward_time: 134.2622680664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3461761475
best training[          , genome 16425] predictions:   49999/  50000 (100.00%), best:    9914/10000 (99.14%), error:       148.44443, best error:       315.94122 on epoch:    99, 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: 28.5004501343s, input_fired_time: 0.5958485603, output_fired_time: 0.0000000000, propagate_forward_time: 26.8438529968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0607490540
   testing[          , genome 16425] predictions:    9907/  10000 (99.07%), best:    9914/10000 (99.14%), error:       285.69418, best error:       315.94122 on epoch:    99, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:43:55 (26805): called boinc_finish(0)

</stderr_txt>
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