Nameexact_genome_1512568488_45_6036_1
Workunit2601403
Created7 Dec 2017, 17:40:26 UTC
Sent7 Dec 2017, 17:41:46 UTC
Report deadline12 Dec 2017, 5:19:53 UTC
Received8 Dec 2017, 13:17:35 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time2 hours 25 min 17 sec
CPU time2 hours 25 min 14 sec
Validate stateValid
Credit1,121.20
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.61 MB
Peak swap size152.20 MB
Peak disk usage1.24 MB

Stderr output

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

epoch time: 78.8728561401s, input_fired_time: 0.8287386894, output_fired_time: 0.6168438792, propagate_forward_time: 30.7435932159, propagate_backward_time: 44.2654037476, weight_update_time: 0.1289337128, other_time: 2.4182815552
epoch time: 6.7209148407s, input_fired_time: 0.0916819721, output_fired_time: 0.0000000000, propagate_forward_time: 6.1911134720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4381194115
validation[          , genome  6036] predictions:    9665/  10000 (96.65%), best:    9702/10000 (97.02%), error:      1094.30383, best error:      1030.36096 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 78.0390777588s, input_fired_time: 0.8244306445, output_fired_time: 0.6107317209, propagate_forward_time: 30.3954238892, propagate_backward_time: 43.7962722778, weight_update_time: 0.1280111670, other_time: 2.4122161865
epoch time: 6.7041273117s, input_fired_time: 0.0905023441, output_fired_time: 0.0000000000, propagate_forward_time: 6.1795358658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4340891838
validation[          , genome  6036] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:      1006.10223, best error:      1006.10223 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 79.4677658081s, input_fired_time: 0.8364579678, output_fired_time: 0.6247727275, propagate_forward_time: 30.8827667236, propagate_backward_time: 44.7365570068, weight_update_time: 0.1301473081, other_time: 2.3872146606
epoch time: 6.7215709686s, input_fired_time: 0.0924062878, output_fired_time: 0.0000000000, propagate_forward_time: 6.1945643425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4346003532
validation[          , genome  6036] predictions:    9646/  10000 (96.46%), best:    9700/10000 (97.00%), error:      1140.30884, best error:      1006.10223 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 78.9649353027s, input_fired_time: 0.8231017590, output_fired_time: 0.5978837013, propagate_forward_time: 30.8533172607, propagate_backward_time: 44.3059272766, weight_update_time: 0.1295966506, other_time: 2.3847007751
epoch time: 6.4797949791s, input_fired_time: 0.0888408199, output_fired_time: 0.0000000000, propagate_forward_time: 5.9705090523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4204449654
validation[          , genome  6036] predictions:    9694/  10000 (96.94%), best:    9700/10000 (97.00%), error:      1007.96997, best error:      1006.10223 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 79.2803573608s, input_fired_time: 0.8338711262, output_fired_time: 0.6209603548, propagate_forward_time: 30.8556919098, propagate_backward_time: 44.5561943054, weight_update_time: 0.1296714097, other_time: 2.4136390686
epoch time: 6.6984705925s, input_fired_time: 0.0921020135, output_fired_time: 0.0000000000, propagate_forward_time: 6.1771554947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4292130470
validation[          , genome  6036] predictions:    9666/  10000 (96.66%), best:    9700/10000 (97.00%), error:      1097.59814, best error:      1006.10223 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 79.5595932007s, input_fired_time: 0.8360617757, output_fired_time: 0.6241211295, propagate_forward_time: 30.9656143188, propagate_backward_time: 44.6962585449, weight_update_time: 0.1294631511, other_time: 2.4375381470
epoch time: 6.7274456024s, input_fired_time: 0.0937859491, output_fired_time: 0.0000000000, propagate_forward_time: 6.1964216232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4372382164
validation[          , genome  6036] predictions:    9633/  10000 (96.33%), best:    9700/10000 (97.00%), error:      1165.76233, best error:      1006.10223 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 79.3236007690s, input_fired_time: 0.8373143673, output_fired_time: 0.6216741800, propagate_forward_time: 30.8662185669, propagate_backward_time: 44.5676422119, weight_update_time: 0.1294771731, other_time: 2.4307556152
epoch time: 6.6942248344s, input_fired_time: 0.0923733786, output_fired_time: 0.0000000000, propagate_forward_time: 6.1616711617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4401803017
validation[          , genome  6036] predictions:    9675/  10000 (96.75%), best:    9700/10000 (97.00%), error:      1100.40198, best error:      1006.10223 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 79.4806060791s, input_fired_time: 0.8359693289, output_fired_time: 0.6217548847, propagate_forward_time: 30.9185619354, propagate_backward_time: 44.6680641174, weight_update_time: 0.1303388774, other_time: 2.4362525940
epoch time: 6.7126231194s, input_fired_time: 0.0906957835, output_fired_time: 0.0000000000, propagate_forward_time: 6.1849327087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4369945526
validation[          , genome  6036] predictions:    9636/  10000 (96.36%), best:    9700/10000 (97.00%), error:      1202.56006, best error:      1006.10223 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 79.6158065796s, input_fired_time: 0.8480412364, output_fired_time: 0.6263587475, propagate_forward_time: 30.9162330627, propagate_backward_time: 44.7659339905, weight_update_time: 0.1309711486, other_time: 2.4592437744
epoch time: 6.7126822472s, input_fired_time: 0.0920669287, output_fired_time: 0.0000000000, propagate_forward_time: 6.1826615334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4379539490
validation[          , genome  6036] predictions:    9667/  10000 (96.67%), best:    9700/10000 (97.00%), error:      1085.03650, best error:      1006.10223 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 79.3419342041s, input_fired_time: 0.8336464167, output_fired_time: 0.6132730842, propagate_forward_time: 30.8985767365, propagate_backward_time: 44.5705757141, weight_update_time: 0.1304236501, other_time: 2.4258613586
epoch time: 6.7048974037s, input_fired_time: 0.0934798717, output_fired_time: 0.0000000000, propagate_forward_time: 6.1750712395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4363465309
validation[          , genome  6036] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:       996.09418, best error:       996.09418 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 79.1145172119s, input_fired_time: 0.8388523459, output_fired_time: 0.6249625683, propagate_forward_time: 30.7421741486, propagate_backward_time: 44.4865150452, weight_update_time: 0.1298895925, other_time: 2.4220161438
epoch time: 6.7107319832s, input_fired_time: 0.0938423201, output_fired_time: 0.0000000000, propagate_forward_time: 6.1820707321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4348187447
validation[          , genome  6036] predictions:    9693/  10000 (96.93%), best:    9706/10000 (97.06%), error:      1044.49500, best error:       996.09418 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 79.7056579590s, input_fired_time: 0.8414888382, output_fired_time: 0.6216805577, propagate_forward_time: 30.9709587097, propagate_backward_time: 44.8460578918, weight_update_time: 0.1307485849, other_time: 2.4254684448
epoch time: 6.7231874466s, input_fired_time: 0.0937041938, output_fired_time: 0.0000000000, propagate_forward_time: 6.1931800842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4363031387
validation[          , genome  6036] predictions:    9662/  10000 (96.62%), best:    9706/10000 (97.06%), error:      1079.10767, best error:       996.09418 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 79.7754821777s, input_fired_time: 0.8444149494, output_fired_time: 0.6268538237, propagate_forward_time: 30.9844436646, propagate_backward_time: 44.8961906433, weight_update_time: 0.1306316406, other_time: 2.4235801697
epoch time: 6.7163004875s, input_fired_time: 0.0921901390, output_fired_time: 0.0000000000, propagate_forward_time: 6.1903390884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4337711334
validation[          , genome  6036] predictions:    9645/  10000 (96.45%), best:    9706/10000 (97.06%), error:      1129.45593, best error:       996.09418 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 79.6749801636s, input_fired_time: 0.8380870819, output_fired_time: 0.6144865751, propagate_forward_time: 30.8931598663, propagate_backward_time: 44.9015312195, weight_update_time: 0.1306463331, other_time: 2.4277153015
epoch time: 6.7157297134s, input_fired_time: 0.0938391015, output_fired_time: 0.0000000000, propagate_forward_time: 6.1871342659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4347562790
validation[          , genome  6036] predictions:    9686/  10000 (96.86%), best:    9706/10000 (97.06%), error:      1029.15564, best error:       996.09418 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 79.3131484985s, input_fired_time: 0.8390700817, output_fired_time: 0.6163187623, propagate_forward_time: 30.7902679443, propagate_backward_time: 44.6432991028, weight_update_time: 0.1305918097, other_time: 2.4241905212
epoch time: 6.6642041206s, input_fired_time: 0.0923679173, output_fired_time: 0.0000000000, propagate_forward_time: 6.1370878220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4347481728
validation[          , genome  6036] predictions:    9686/  10000 (96.86%), best:    9706/10000 (97.06%), error:      1031.93933, best error:       996.09418 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 79.2781372070s, input_fired_time: 0.8326478004, output_fired_time: 0.6102792025, propagate_forward_time: 30.8762798309, propagate_backward_time: 44.5647201538, weight_update_time: 0.1301962733, other_time: 2.3942031860
epoch time: 6.6474823952s, input_fired_time: 0.0927978083, output_fired_time: 0.0000000000, propagate_forward_time: 6.1211943626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4334902763
validation[          , genome  6036] predictions:    9689/  10000 (96.89%), best:    9706/10000 (97.06%), error:      1053.58313, best error:       996.09418 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 79.3937377930s, input_fired_time: 0.8390029669, output_fired_time: 0.6182165742, propagate_forward_time: 30.8528270721, propagate_backward_time: 44.6409530640, weight_update_time: 0.1299168319, other_time: 2.4427337646
epoch time: 6.7140955925s, input_fired_time: 0.0932081491, output_fired_time: 0.0000000000, propagate_forward_time: 6.1868515015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4340357780
validation[          , genome  6036] predictions:    9708/  10000 (97.08%), best:    9708/10000 (97.08%), error:       960.05231, best error:       960.05231 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 79.5319900513s, input_fired_time: 0.8405666351, output_fired_time: 0.6205478907, propagate_forward_time: 30.9170398712, propagate_backward_time: 44.7272415161, weight_update_time: 0.1298187077, other_time: 2.4265975952
epoch time: 6.7213182449s, input_fired_time: 0.0939052776, output_fired_time: 0.0000000000, propagate_forward_time: 6.1894283295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4379844666
validation[          , genome  6036] predictions:    9666/  10000 (96.66%), best:    9708/10000 (97.08%), error:      1087.42737, best error:       960.05231 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 79.2223663330s, input_fired_time: 0.8382853270, output_fired_time: 0.6146558523, propagate_forward_time: 30.7988014221, propagate_backward_time: 44.5382118225, weight_update_time: 0.1294188797, other_time: 2.4324111938
epoch time: 6.6995410919s, input_fired_time: 0.0934846029, output_fired_time: 0.0000000000, propagate_forward_time: 6.1700377464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4360189438
validation[          , genome  6036] predictions:    9683/  10000 (96.83%), best:    9708/10000 (97.08%), error:      1011.72375, best error:       960.05231 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 79.0568466187s, input_fired_time: 0.8401477337, output_fired_time: 0.6224262714, propagate_forward_time: 30.6805438995, propagate_backward_time: 44.4707908630, weight_update_time: 0.1298273504, other_time: 2.4429359436
epoch time: 6.6978244781s, input_fired_time: 0.0935174674, output_fired_time: 0.0000000000, propagate_forward_time: 6.1693501472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4349570274
validation[          , genome  6036] predictions:    9639/  10000 (96.39%), best:    9708/10000 (97.08%), error:      1126.90088, best error:       960.05231 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 79.5569534302s, input_fired_time: 0.8425488472, output_fired_time: 0.6245839000, propagate_forward_time: 30.8911895752, propagate_backward_time: 44.7721557617, weight_update_time: 0.1303415298, other_time: 2.4264755249
epoch time: 6.7173986435s, input_fired_time: 0.0939655825, output_fired_time: 0.0000000000, propagate_forward_time: 6.1854972839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4379358292
validation[          , genome  6036] predictions:    9696/  10000 (96.96%), best:    9708/10000 (97.08%), error:      1023.26984, best error:       960.05231 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 79.4510192871s, input_fired_time: 0.8438142538, output_fired_time: 0.6213425398, propagate_forward_time: 30.8465785980, propagate_backward_time: 44.6943931580, weight_update_time: 0.1302517205, other_time: 2.4448890686
epoch time: 6.7130465508s, input_fired_time: 0.0928102136, output_fired_time: 0.0000000000, propagate_forward_time: 6.1855235100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4347128868
validation[          , genome  6036] predictions:    9682/  10000 (96.82%), best:    9708/10000 (97.08%), error:       992.21704, best error:       960.05231 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 79.2126541138s, input_fired_time: 0.8393267393, output_fired_time: 0.6191450357, propagate_forward_time: 30.7331161499, propagate_backward_time: 44.5689659119, weight_update_time: 0.1295349747, other_time: 2.4520988464
epoch time: 6.7127490044s, input_fired_time: 0.0930600539, output_fired_time: 0.0000000000, propagate_forward_time: 6.1833262444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4363627434
validation[          , genome  6036] predictions:    9694/  10000 (96.94%), best:    9708/10000 (97.08%), error:      1009.02478, best error:       960.05231 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 79.6037445068s, input_fired_time: 0.8406631947, output_fired_time: 0.6183447242, propagate_forward_time: 30.9028301239, propagate_backward_time: 44.8144454956, weight_update_time: 0.1293371469, other_time: 2.4274597168
epoch time: 6.7095985413s, input_fired_time: 0.0933839381, output_fired_time: 0.0000000000, propagate_forward_time: 6.1805028915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4357118607
validation[          , genome  6036] predictions:    9692/  10000 (96.92%), best:    9708/10000 (97.08%), error:      1014.84711, best error:       960.05231 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 79.5918045044s, input_fired_time: 0.8437035084, output_fired_time: 0.6232610941, propagate_forward_time: 30.9097633362, propagate_backward_time: 44.7768745422, weight_update_time: 0.1298260093, other_time: 2.4382019043
epoch time: 6.7101206779s, input_fired_time: 0.0940528288, output_fired_time: 0.0000000000, propagate_forward_time: 6.1793842316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4366836548
validation[          , genome  6036] predictions:    9657/  10000 (96.57%), best:    9708/10000 (97.08%), error:      1120.42334, best error:       960.05231 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 79.5903778076s, input_fired_time: 0.8458333611, output_fired_time: 0.6252166629, propagate_forward_time: 30.8895893097, propagate_backward_time: 44.7988929749, weight_update_time: 0.1299443692, other_time: 2.4308509827
epoch time: 6.7138857841s, input_fired_time: 0.0950744078, output_fired_time: 0.0000000000, propagate_forward_time: 6.1806664467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4381451607
validation[          , genome  6036] predictions:    9663/  10000 (96.63%), best:    9708/10000 (97.08%), error:      1173.99536, best error:       960.05231 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 79.4261550903s, input_fired_time: 0.8410574198, output_fired_time: 0.6178171635, propagate_forward_time: 30.8361587524, propagate_backward_time: 44.7026672363, weight_update_time: 0.1295215338, other_time: 2.4284515381
epoch time: 6.7091741562s, input_fired_time: 0.0940375924, output_fired_time: 0.0000000000, propagate_forward_time: 6.1784882545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4366483688
validation[          , genome  6036] predictions:    9688/  10000 (96.88%), best:    9708/10000 (97.08%), error:       993.81976, best error:       960.05231 on epoch:    30, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 79.6244888306s, input_fired_time: 0.8472325802, output_fired_time: 0.6254060268, propagate_forward_time: 30.8992214203, propagate_backward_time: 44.8219184875, weight_update_time: 0.1295677125, other_time: 2.4307136536
epoch time: 6.7062849998s, input_fired_time: 0.0928504169, output_fired_time: 0.0000000000, propagate_forward_time: 6.1754865646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4379482269
validation[          , genome  6036] predictions:    9626/  10000 (96.26%), best:    9708/10000 (97.08%), error:      1266.90479, best error:       960.05231 on epoch:    30, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 79.6092987061s, input_fired_time: 0.8465328813, output_fired_time: 0.6212416887, propagate_forward_time: 30.8709201813, propagate_backward_time: 44.8319740295, weight_update_time: 0.1299090534, other_time: 2.4386329651
epoch time: 6.7096896172s, input_fired_time: 0.0951854661, output_fired_time: 0.0000000000, propagate_forward_time: 6.1761422157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4383621216
validation[          , genome  6036] predictions:    9668/  10000 (96.68%), best:    9708/10000 (97.08%), error:      1028.35034, best error:       960.05231 on epoch:    30, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 79.7152557373s, input_fired_time: 0.8458670974, output_fired_time: 0.6241185665, propagate_forward_time: 30.8890228271, propagate_backward_time: 44.9244384766, weight_update_time: 0.1306276321, other_time: 2.4318161011
epoch time: 6.7119140625s, input_fired_time: 0.0942869633, output_fired_time: 0.0000000000, propagate_forward_time: 6.1814641953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4361629486
validation[          , genome  6036] predictions:    9701/  10000 (97.01%), best:    9708/10000 (97.08%), error:      1015.71075, best error:       960.05231 on epoch:    30, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 79.7672119141s, input_fired_time: 0.8453807235, output_fired_time: 0.6233921647, propagate_forward_time: 30.8946475983, propagate_backward_time: 44.9775314331, weight_update_time: 0.1305472851, other_time: 2.4262619019
epoch time: 6.7147083282s, input_fired_time: 0.0950175151, output_fired_time: 0.0000000000, propagate_forward_time: 6.1829166412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4367742538
validation[          , genome  6036] predictions:    9698/  10000 (96.98%), best:    9708/10000 (97.08%), error:      1028.65894, best error:       960.05231 on epoch:    30, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 79.5968093872s, input_fired_time: 0.8470590115, output_fired_time: 0.6239156723, propagate_forward_time: 30.8584823608, propagate_backward_time: 44.8337669373, weight_update_time: 0.1298037320, other_time: 2.4335823059
epoch time: 6.7049341202s, input_fired_time: 0.0940808654, output_fired_time: 0.0000000000, propagate_forward_time: 6.1770062447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4338469505
validation[          , genome  6036] predictions:    9715/  10000 (97.15%), best:    9708/10000 (97.08%), error:      1039.54736, best error:       960.05231 on epoch:    30, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 79.7564086914s, input_fired_time: 0.8478924036, output_fired_time: 0.6227360368, propagate_forward_time: 30.9026489258, propagate_backward_time: 44.9605484009, weight_update_time: 0.1304556876, other_time: 2.4225845337
epoch time: 6.6958966255s, input_fired_time: 0.0949462578, output_fired_time: 0.0000000000, propagate_forward_time: 6.1650018692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4359483719
validation[          , genome  6036] predictions:    9721/  10000 (97.21%), best:    9708/10000 (97.08%), error:       962.72668, best error:       960.05231 on epoch:    30, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 79.4406738281s, input_fired_time: 0.8477221727, output_fired_time: 0.6236662865, propagate_forward_time: 30.8091850281, propagate_backward_time: 44.7637939453, weight_update_time: 0.1295477152, other_time: 2.3963050842
epoch time: 6.7669849396s, input_fired_time: 0.0960916877, output_fired_time: 0.0000000000, propagate_forward_time: 6.2299451828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4409480095
validation[          , genome  6036] predictions:    9678/  10000 (96.78%), best:    9708/10000 (97.08%), error:      1055.62268, best error:       960.05231 on epoch:    30, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 79.6373214722s, input_fired_time: 0.8488663435, output_fired_time: 0.6180363894, propagate_forward_time: 30.9482669830, propagate_backward_time: 44.8491477966, weight_update_time: 0.1290019453, other_time: 2.3730049133
epoch time: 6.7089781761s, input_fired_time: 0.0938403755, output_fired_time: 0.0000000000, propagate_forward_time: 6.1859502792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4291872978
validation[          , genome  6036] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       879.71222, best error:       879.71222 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 79.5724639893s, input_fired_time: 0.8465933800, output_fired_time: 0.6172869802, propagate_forward_time: 30.9012184143, propagate_backward_time: 44.8333168030, weight_update_time: 0.1287061125, other_time: 2.3740463257
epoch time: 6.6863799095s, input_fired_time: 0.0927522033, output_fired_time: 0.0000000000, propagate_forward_time: 6.1644749641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4291529655
validation[          , genome  6036] predictions:    9622/  10000 (96.22%), best:    9714/10000 (97.14%), error:      1217.91797, best error:       879.71222 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 79.5011825562s, input_fired_time: 0.8413500190, output_fired_time: 0.6127377748, propagate_forward_time: 30.9043540955, propagate_backward_time: 44.7874069214, weight_update_time: 0.1284538805, other_time: 2.3553352356
epoch time: 6.7088289261s, input_fired_time: 0.0925586224, output_fired_time: 0.0000000000, propagate_forward_time: 6.1880850792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4281849861
validation[          , genome  6036] predictions:    9679/  10000 (96.79%), best:    9714/10000 (97.14%), error:      1044.98694, best error:       879.71222 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 79.5910034180s, input_fired_time: 0.8436499238, output_fired_time: 0.6156226993, propagate_forward_time: 30.9308624268, propagate_backward_time: 44.8280868530, weight_update_time: 0.1289634258, other_time: 2.3727798462
epoch time: 6.7166318893s, input_fired_time: 0.0952685922, output_fired_time: 0.0000000000, propagate_forward_time: 6.1938166618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4275465012
validation[          , genome  6036] predictions:    9720/  10000 (97.20%), best:    9720/10000 (97.20%), error:       871.62976, best error:       871.62976 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 79.9492034912s, input_fired_time: 0.8511746526, output_fired_time: 0.6278409362, propagate_forward_time: 30.9785442352, propagate_backward_time: 45.1175384521, weight_update_time: 0.1301515698, other_time: 2.3741073608
epoch time: 6.7177767754s, input_fired_time: 0.0939815640, output_fired_time: 0.0000000000, propagate_forward_time: 6.1956577301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4281373024
validation[          , genome  6036] predictions:    9605/  10000 (96.05%), best:    9720/10000 (97.20%), error:      1301.07556, best error:       871.62976 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 79.7969589233s, input_fired_time: 0.8508337140, output_fired_time: 0.6233866811, propagate_forward_time: 30.9433822632, propagate_backward_time: 44.9989433289, weight_update_time: 0.1299169809, other_time: 2.3804130554
epoch time: 6.7489504814s, input_fired_time: 0.0966290161, output_fired_time: 0.0000000000, propagate_forward_time: 6.2219085693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4304127693
validation[          , genome  6036] predictions:    9699/  10000 (96.99%), best:    9720/10000 (97.20%), error:       951.72290, best error:       871.62976 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 79.6743469238s, input_fired_time: 0.8506911397, output_fired_time: 0.6238930821, propagate_forward_time: 30.9173965454, propagate_backward_time: 44.8926467896, weight_update_time: 0.1295433193, other_time: 2.3897171021
epoch time: 6.7113633156s, input_fired_time: 0.0948282182, output_fired_time: 0.0000000000, propagate_forward_time: 6.1872529984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4292821884
validation[          , genome  6036] predictions:    9685/  10000 (96.85%), best:    9720/10000 (97.20%), error:      1070.96387, best error:       871.62976 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 79.5938796997s, input_fired_time: 0.8471379280, output_fired_time: 0.6190488935, propagate_forward_time: 30.9069957733, propagate_backward_time: 44.8440628052, weight_update_time: 0.1292148829, other_time: 2.3766326904
epoch time: 6.7158274651s, input_fired_time: 0.0965027139, output_fired_time: 0.0000000000, propagate_forward_time: 6.1879520416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4313726425
validation[          , genome  6036] predictions:    9687/  10000 (96.87%), best:    9720/10000 (97.20%), error:      1011.84460, best error:       871.62976 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 79.6750717163s, input_fired_time: 0.8510456681, output_fired_time: 0.6195866466, propagate_forward_time: 30.9284305573, propagate_backward_time: 44.8968467712, weight_update_time: 0.1292587817, other_time: 2.3791694641
epoch time: 6.7145462036s, input_fired_time: 0.0946552753, output_fired_time: 0.0000000000, propagate_forward_time: 6.1888489723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4310421944
validation[          , genome  6036] predictions:    9701/  10000 (97.01%), best:    9720/10000 (97.20%), error:       978.74609, best error:       871.62976 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 79.6362838745s, input_fired_time: 0.8495045304, output_fired_time: 0.6210970879, propagate_forward_time: 30.9108161926, propagate_backward_time: 44.8855590820, weight_update_time: 0.1288467348, other_time: 2.3693122864
epoch time: 6.6809358597s, input_fired_time: 0.0945393071, output_fired_time: 0.0000000000, propagate_forward_time: 6.1585192680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278774261
validation[          , genome  6036] predictions:    9743/  10000 (97.43%), best:    9720/10000 (97.20%), error:       874.37866, best error:       871.62976 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 79.6266784668s, input_fired_time: 0.8481882215, output_fired_time: 0.6198582649, propagate_forward_time: 30.8621520996, propagate_backward_time: 44.9223251343, weight_update_time: 0.1287178695, other_time: 2.3741531372
epoch time: 6.7077302933s, input_fired_time: 0.0950281695, output_fired_time: 0.0000000000, propagate_forward_time: 6.1839561462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4287457466
validation[          , genome  6036] predictions:    9670/  10000 (96.70%), best:    9720/10000 (97.20%), error:      1130.24500, best error:       871.62976 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 79.2707138062s, input_fired_time: 0.8470649123, output_fired_time: 0.6190301776, propagate_forward_time: 30.7495002747, propagate_backward_time: 44.6945495605, weight_update_time: 0.1289422363, other_time: 2.3605690002
epoch time: 6.6614222527s, input_fired_time: 0.0936257839, output_fired_time: 0.0000000000, propagate_forward_time: 6.1441149712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4236817360
validation[          , genome  6036] predictions:    9693/  10000 (96.93%), best:    9720/10000 (97.20%), error:       997.71381, best error:       871.62976 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 79.5494308472s, input_fired_time: 0.8503444791, output_fired_time: 0.6225503087, propagate_forward_time: 30.8431339264, propagate_backward_time: 44.8605041504, weight_update_time: 0.1291318089, other_time: 2.3729019165
epoch time: 6.7107157707s, input_fired_time: 0.0951752439, output_fired_time: 0.0000000000, propagate_forward_time: 6.1874742508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4280662537
validation[          , genome  6036] predictions:    9717/  10000 (97.17%), best:    9720/10000 (97.20%), error:       975.99164, best error:       871.62976 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 79.3918380737s, input_fired_time: 0.8503854275, output_fired_time: 0.6197618842, propagate_forward_time: 30.7819595337, propagate_backward_time: 44.7751541138, weight_update_time: 0.1296566427, other_time: 2.3645782471
epoch time: 6.6998405457s, input_fired_time: 0.0948364139, output_fired_time: 0.0000000000, propagate_forward_time: 6.1773281097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4276762009
validation[          , genome  6036] predictions:    9710/  10000 (97.10%), best:    9720/10000 (97.20%), error:       972.65985, best error:       871.62976 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 78.9450225830s, input_fired_time: 0.8485042453, output_fired_time: 0.6187350154, propagate_forward_time: 30.6033630371, propagate_backward_time: 44.5059890747, weight_update_time: 0.1280604899, other_time: 2.3684310913
epoch time: 6.6884069443s, input_fired_time: 0.0928141773, output_fired_time: 0.0000000000, propagate_forward_time: 6.1680579185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4275350571
validation[          , genome  6036] predictions:    9719/  10000 (97.19%), best:    9720/10000 (97.20%), error:       954.93005, best error:       871.62976 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 78.5631256104s, input_fired_time: 0.8412173986, output_fired_time: 0.6107586026, propagate_forward_time: 30.4686946869, propagate_backward_time: 44.3031387329, weight_update_time: 0.1279001832, other_time: 2.3393173218
epoch time: 6.5055785179s, input_fired_time: 0.0940975025, output_fired_time: 0.0000000000, propagate_forward_time: 5.9903421402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211387634
validation[          , genome  6036] predictions:    9687/  10000 (96.87%), best:    9720/10000 (97.20%), error:      1037.82971, best error:       871.62976 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 79.4425659180s, input_fired_time: 0.8473308086, output_fired_time: 0.6209291220, propagate_forward_time: 30.7694892883, propagate_backward_time: 44.8449287415, weight_update_time: 0.1290645003, other_time: 2.3598937988
epoch time: 6.6966667175s, input_fired_time: 0.0945171565, output_fired_time: 0.0000000000, propagate_forward_time: 6.1755928993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4265565872
validation[          , genome  6036] predictions:    9704/  10000 (97.04%), best:    9720/10000 (97.20%), error:       967.80988, best error:       871.62976 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 78.0634994507s, input_fired_time: 0.8381572962, output_fired_time: 0.6072248220, propagate_forward_time: 30.2532768250, propagate_backward_time: 44.0252037048, weight_update_time: 0.1267339289, other_time: 2.3396377563
epoch time: 6.6727695465s, input_fired_time: 0.0951832756, output_fired_time: 0.0000000000, propagate_forward_time: 6.1591639519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4184222221
validation[          , genome  6036] predictions:    9704/  10000 (97.04%), best:    9720/10000 (97.20%), error:       989.92267, best error:       871.62976 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 78.8263168335s, input_fired_time: 0.8454903960, output_fired_time: 0.6151511073, propagate_forward_time: 30.5970497131, propagate_backward_time: 44.3906288147, weight_update_time: 0.1276345551, other_time: 2.3779983521
epoch time: 6.6931333542s, input_fired_time: 0.0946385935, output_fired_time: 0.0000000000, propagate_forward_time: 6.1727418900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4257526398
validation[          , genome  6036] predictions:    9719/  10000 (97.19%), best:    9720/10000 (97.20%), error:       920.54688, best error:       871.62976 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 79.5468215942s, input_fired_time: 0.8481284380, output_fired_time: 0.6195315123, propagate_forward_time: 30.8783321381, propagate_backward_time: 44.8349418640, weight_update_time: 0.1286659241, other_time: 2.3658866882
epoch time: 6.5059247017s, input_fired_time: 0.0940575600, output_fired_time: 0.0000000000, propagate_forward_time: 5.9850983620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4267687798
validation[          , genome  6036] predictions:    9645/  10000 (96.45%), best:    9720/10000 (97.20%), error:      1119.24634, best error:       871.62976 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 78.4033050537s, input_fired_time: 0.8428471684, output_fired_time: 0.6094896197, propagate_forward_time: 30.3941326141, propagate_backward_time: 44.2159347534, weight_update_time: 0.1269146353, other_time: 2.3408966064
epoch time: 6.7016539574s, input_fired_time: 0.0966143161, output_fired_time: 0.0000000000, propagate_forward_time: 6.1786847115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4263548851
validation[          , genome  6036] predictions:    9697/  10000 (96.97%), best:    9720/10000 (97.20%), error:      1036.50720, best error:       871.62976 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 79.6203079224s, input_fired_time: 0.8533287644, output_fired_time: 0.6223133802, propagate_forward_time: 30.8497657776, propagate_backward_time: 44.9291114807, weight_update_time: 0.1295849085, other_time: 2.3657836914
epoch time: 6.6875452995s, input_fired_time: 0.0914989710, output_fired_time: 0.0000000000, propagate_forward_time: 6.1691870689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4268593788
validation[          , genome  6036] predictions:    9614/  10000 (96.14%), best:    9720/10000 (97.20%), error:      1360.32703, best error:       871.62976 on epoch:    51, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 78.7615814209s, input_fired_time: 0.8442217112, output_fired_time: 0.6159823537, propagate_forward_time: 30.5444316864, propagate_backward_time: 44.4106826782, weight_update_time: 0.1280585527, other_time: 2.3462600708
epoch time: 6.7070198059s, input_fired_time: 0.0969852433, output_fired_time: 0.0000000000, propagate_forward_time: 6.1824212074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4276132584
validation[          , genome  6036] predictions:    9688/  10000 (96.88%), best:    9720/10000 (97.20%), error:      1034.30151, best error:       871.62976 on epoch:    51, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 77.8554992676s, input_fired_time: 0.8390403986, output_fired_time: 0.6110744476, propagate_forward_time: 30.1955947876, propagate_backward_time: 43.8759765625, weight_update_time: 0.1265643984, other_time: 2.3338088989
epoch time: 6.4172792435s, input_fired_time: 0.0918086246, output_fired_time: 0.0000000000, propagate_forward_time: 5.9062151909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4192552567
validation[          , genome  6036] predictions:    9714/  10000 (97.14%), best:    9720/10000 (97.20%), error:       943.36871, best error:       871.62976 on epoch:    51, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 78.4793395996s, input_fired_time: 0.8456203938, output_fired_time: 0.6135513783, propagate_forward_time: 30.4496364594, propagate_backward_time: 44.2218704224, weight_update_time: 0.1273293942, other_time: 2.3486633301
epoch time: 6.7032480240s, input_fired_time: 0.0930316821, output_fired_time: 0.0000000000, propagate_forward_time: 6.1819214821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4282946587
validation[          , genome  6036] predictions:    9666/  10000 (96.66%), best:    9720/10000 (97.20%), error:      1079.58374, best error:       871.62976 on epoch:    51, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 79.8360137939s, input_fired_time: 0.8508493900, output_fired_time: 0.6213089824, propagate_forward_time: 30.8916282654, propagate_backward_time: 45.1079864502, weight_update_time: 0.1299230158, other_time: 2.3642387390
epoch time: 6.7051267624s, input_fired_time: 0.0960406885, output_fired_time: 0.0000000000, propagate_forward_time: 6.1815295219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4275565147
validation[          , genome  6036] predictions:    9687/  10000 (96.87%), best:    9720/10000 (97.20%), error:      1033.73889, best error:       871.62976 on epoch:    51, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 78.1539840698s, input_fired_time: 0.8460880518, output_fired_time: 0.6122293472, propagate_forward_time: 30.2776165009, propagate_backward_time: 44.0783348083, weight_update_time: 0.1271685660, other_time: 2.3397178650
epoch time: 6.6975622177s, input_fired_time: 0.0960079357, output_fired_time: 0.0000000000, propagate_forward_time: 6.1733260155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4282283783
validation[          , genome  6036] predictions:    9707/  10000 (97.07%), best:    9720/10000 (97.20%), error:       944.83881, best error:       871.62976 on epoch:    51, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 79.0915298462s, input_fired_time: 0.8518559933, output_fired_time: 0.6127349138, propagate_forward_time: 30.7051219940, propagate_backward_time: 44.5479965210, weight_update_time: 0.1280400753, other_time: 2.3738250732
epoch time: 5.4190258980s, input_fired_time: 0.0830159187, output_fired_time: 0.0000000000, propagate_forward_time: 4.9612836838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3747262955
validation[          , genome  6036] predictions:    9730/  10000 (97.30%), best:    9720/10000 (97.20%), error:       902.57111, best error:       871.62976 on epoch:    51, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 78.8258056641s, input_fired_time: 0.8488030434, output_fired_time: 0.6156844497, propagate_forward_time: 30.5759143829, propagate_backward_time: 44.4285926819, weight_update_time: 0.1277496070, other_time: 2.3568153381
epoch time: 6.6752591133s, input_fired_time: 0.0951642543, output_fired_time: 0.0000000000, propagate_forward_time: 6.1593451500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4207496643
validation[          , genome  6036] predictions:    9722/  10000 (97.22%), best:    9720/10000 (97.20%), error:       941.12646, best error:       871.62976 on epoch:    51, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 78.8592453003s, input_fired_time: 0.8426800966, output_fired_time: 0.6037163734, propagate_forward_time: 30.6353378296, propagate_backward_time: 44.4423561096, weight_update_time: 0.1279577166, other_time: 2.3351554871
epoch time: 6.6745944023s, input_fired_time: 0.0958114117, output_fired_time: 0.0000000000, propagate_forward_time: 6.1543264389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4244565964
validation[          , genome  6036] predictions:    9691/  10000 (96.91%), best:    9720/10000 (97.20%), error:      1020.27063, best error:       871.62976 on epoch:    51, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 79.3741302490s, input_fired_time: 0.8519889712, output_fired_time: 0.6224687696, propagate_forward_time: 30.7476139069, propagate_backward_time: 44.8027420044, weight_update_time: 0.1295843720, other_time: 2.3493194580
epoch time: 6.6708588600s, input_fired_time: 0.0928845033, output_fired_time: 0.0000000000, propagate_forward_time: 6.1526956558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4252786636
validation[          , genome  6036] predictions:    9703/  10000 (97.03%), best:    9720/10000 (97.20%), error:       989.87732, best error:       871.62976 on epoch:    51, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 79.1266174316s, input_fired_time: 0.8465031385, output_fired_time: 0.6151816249, propagate_forward_time: 30.6993846893, propagate_backward_time: 44.6171646118, weight_update_time: 0.1289204657, other_time: 2.3483810425
epoch time: 6.6888422966s, input_fired_time: 0.0969020352, output_fired_time: 0.0000000000, propagate_forward_time: 6.1745905876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4173498154
validation[          , genome  6036] predictions:    9709/  10000 (97.09%), best:    9720/10000 (97.20%), error:       934.13898, best error:       871.62976 on epoch:    51, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 79.3455657959s, input_fired_time: 0.8549441695, output_fired_time: 0.6168087721, propagate_forward_time: 30.7662029266, propagate_backward_time: 44.7466926575, weight_update_time: 0.1294265389, other_time: 2.3609199524
epoch time: 6.0002307892s, input_fired_time: 0.0886137262, output_fired_time: 0.0000000000, propagate_forward_time: 5.5099549294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4016623497
validation[          , genome  6036] predictions:    9706/  10000 (97.06%), best:    9720/10000 (97.20%), error:       988.54523, best error:       871.62976 on epoch:    51, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 79.0764923096s, input_fired_time: 0.8380899429, output_fired_time: 0.5953609347, propagate_forward_time: 30.8254032135, propagate_backward_time: 44.4952507019, weight_update_time: 0.1277634948, other_time: 2.3223915100
epoch time: 6.6761536598s, input_fired_time: 0.0947818607, output_fired_time: 0.0000000000, propagate_forward_time: 6.1646842957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4166874886
validation[          , genome  6036] predictions:    9726/  10000 (97.26%), best:    9720/10000 (97.20%), error:       952.88989, best error:       871.62976 on epoch:    51, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 79.1798706055s, input_fired_time: 0.8448390365, output_fired_time: 0.6012523174, propagate_forward_time: 30.8228416443, propagate_backward_time: 44.5783462524, weight_update_time: 0.1279911846, other_time: 2.3325920105
epoch time: 6.6993217468s, input_fired_time: 0.0955532715, output_fired_time: 0.0000000000, propagate_forward_time: 6.1773028374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4264655113
validation[          , genome  6036] predictions:    9691/  10000 (96.91%), best:    9720/10000 (97.20%), error:      1020.04376, best error:       871.62976 on epoch:    51, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 70.7765884399s, input_fired_time: 0.7948294878, output_fired_time: 0.5585821867, propagate_forward_time: 27.4158267975, propagate_backward_time: 39.7942199707, weight_update_time: 0.1165581122, other_time: 2.2131347656
epoch time: 6.6709771156s, input_fired_time: 0.0969260707, output_fired_time: 0.0000000000, propagate_forward_time: 6.1500024796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4240484238
validation[          , genome  6036] predictions:    9632/  10000 (96.32%), best:    9720/10000 (97.20%), error:      1194.89868, best error:       871.62976 on epoch:    51, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 79.5176239014s, input_fired_time: 0.8571096659, output_fired_time: 0.6283782721, propagate_forward_time: 30.8189983368, propagate_backward_time: 44.8519287109, weight_update_time: 0.1292605251, other_time: 2.3612060547
epoch time: 6.4445610046s, input_fired_time: 0.0959701985, output_fired_time: 0.0000000000, propagate_forward_time: 5.9278774261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4207134247
validation[          , genome  6036] predictions:    9680/  10000 (96.80%), best:    9720/10000 (97.20%), error:      1072.30115, best error:       871.62976 on epoch:    51, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 79.5070190430s, input_fired_time: 0.8550871015, output_fired_time: 0.6180191040, propagate_forward_time: 30.8215141296, propagate_backward_time: 44.8518562317, weight_update_time: 0.1286559850, other_time: 2.3605422974
epoch time: 6.6882076263s, input_fired_time: 0.0949561745, output_fired_time: 0.0000000000, propagate_forward_time: 6.1670413017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4262099266
validation[          , genome  6036] predictions:    9676/  10000 (96.76%), best:    9720/10000 (97.20%), error:      1111.37817, best error:       871.62976 on epoch:    51, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 77.0124816895s, input_fired_time: 0.8359392285, output_fired_time: 0.5984355807, propagate_forward_time: 29.8832283020, propagate_backward_time: 43.3768882751, weight_update_time: 0.1249245331, other_time: 2.3179931641
epoch time: 6.7110719681s, input_fired_time: 0.0946982950, output_fired_time: 0.0000000000, propagate_forward_time: 6.1876416206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4287319183
validation[          , genome  6036] predictions:    9677/  10000 (96.77%), best:    9720/10000 (97.20%), error:      1063.55481, best error:       871.62976 on epoch:    51, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 79.8753051758s, input_fired_time: 0.8629503846, output_fired_time: 0.6262667775, propagate_forward_time: 30.9246215820, propagate_backward_time: 45.0872230530, weight_update_time: 0.1299723089, other_time: 2.3742408752
epoch time: 6.7115983963s, input_fired_time: 0.0971173868, output_fired_time: 0.0000000000, propagate_forward_time: 6.1852397919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4292411804
validation[          , genome  6036] predictions:    9711/  10000 (97.11%), best:    9720/10000 (97.20%), error:       960.98712, best error:       871.62976 on epoch:    51, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 79.5808639526s, input_fired_time: 0.8567304611, output_fired_time: 0.6195339561, propagate_forward_time: 30.8463325500, propagate_backward_time: 44.8982963562, weight_update_time: 0.1293852478, other_time: 2.3599700928
epoch time: 6.7051806450s, input_fired_time: 0.0964030996, output_fired_time: 0.0000000000, propagate_forward_time: 6.1820516586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4267258644
validation[          , genome  6036] predictions:    9711/  10000 (97.11%), best:    9720/10000 (97.20%), error:       992.94873, best error:       871.62976 on epoch:    51, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 79.1563720703s, input_fired_time: 0.8545689583, output_fired_time: 0.6170069575, propagate_forward_time: 30.6537895203, propagate_backward_time: 44.6726264954, weight_update_time: 0.1286920309, other_time: 2.3583831787
epoch time: 6.6919374466s, input_fired_time: 0.0969035178, output_fired_time: 0.0000000000, propagate_forward_time: 6.1661009789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4289331436
validation[          , genome  6036] predictions:    9691/  10000 (96.91%), best:    9720/10000 (97.20%), error:       974.32983, best error:       871.62976 on epoch:    51, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 79.1207275391s, input_fired_time: 0.8546937704, output_fired_time: 0.6151341796, propagate_forward_time: 30.6680335999, propagate_backward_time: 44.6202430725, weight_update_time: 0.1283768564, other_time: 2.3626251221
epoch time: 6.6987767220s, input_fired_time: 0.0960402042, output_fired_time: 0.0000000000, propagate_forward_time: 6.1743721962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4283642769
validation[          , genome  6036] predictions:    9671/  10000 (96.71%), best:    9720/10000 (97.20%), error:      1041.96521, best error:       871.62976 on epoch:    51, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 79.6839218140s, input_fired_time: 0.8589589596, output_fired_time: 0.6202840805, propagate_forward_time: 30.8910427094, propagate_backward_time: 44.9406013489, weight_update_time: 0.1289014518, other_time: 2.3730354309
epoch time: 6.7002029419s, input_fired_time: 0.0968230069, output_fired_time: 0.0000000000, propagate_forward_time: 6.1759657860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4274139404
validation[          , genome  6036] predictions:    9691/  10000 (96.91%), best:    9720/10000 (97.20%), error:      1035.28979, best error:       871.62976 on epoch:    51, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 79.5584411621s, input_fired_time: 0.8577650785, output_fired_time: 0.6162611246, propagate_forward_time: 30.8722858429, propagate_backward_time: 44.8442459106, weight_update_time: 0.1286409944, other_time: 2.3678817749
epoch time: 6.7074842453s, input_fired_time: 0.0980348065, output_fired_time: 0.0000000000, propagate_forward_time: 6.1794781685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4299712181
validation[          , genome  6036] predictions:    9654/  10000 (96.54%), best:    9720/10000 (97.20%), error:      1110.96692, best error:       871.62976 on epoch:    51, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 79.6228408813s, input_fired_time: 0.8607228994, output_fired_time: 0.6206260920, propagate_forward_time: 30.8559303284, propagate_backward_time: 44.9095191956, weight_update_time: 0.1294100583, other_time: 2.3760375977
epoch time: 6.6901817322s, input_fired_time: 0.0949084833, output_fired_time: 0.0000000000, propagate_forward_time: 6.1660275459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4292454720
validation[          , genome  6036] predictions:    9607/  10000 (96.07%), best:    9720/10000 (97.20%), error:      1391.56494, best error:       871.62976 on epoch:    51, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 79.5534667969s, input_fired_time: 0.8530572057, output_fired_time: 0.6163147092, propagate_forward_time: 30.8230171204, propagate_backward_time: 44.8729743958, weight_update_time: 0.1289818138, other_time: 2.3880996704
epoch time: 6.6955084801s, input_fired_time: 0.0987816975, output_fired_time: 0.0000000000, propagate_forward_time: 6.1672830582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4294438362
validation[          , genome  6036] predictions:    9716/  10000 (97.16%), best:    9720/10000 (97.20%), error:       900.04614, best error:       871.62976 on epoch:    51, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 78.9678878784s, input_fired_time: 0.8523095250, output_fired_time: 0.6121057868, propagate_forward_time: 30.6288490295, propagate_backward_time: 44.5115165710, weight_update_time: 0.1282785386, other_time: 2.3631057739
epoch time: 6.6854095459s, input_fired_time: 0.0971234292, output_fired_time: 0.0000000000, propagate_forward_time: 6.1608409882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4274449348
validation[          , genome  6036] predictions:    9623/  10000 (96.23%), best:    9720/10000 (97.20%), error:      1245.12024, best error:       871.62976 on epoch:    51, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 79.1758728027s, input_fired_time: 0.8582767844, output_fired_time: 0.6222723722, propagate_forward_time: 30.6349582672, propagate_backward_time: 44.6954803467, weight_update_time: 0.1290637702, other_time: 2.3648910522
epoch time: 6.6832852364s, input_fired_time: 0.0977108181, output_fired_time: 0.0000000000, propagate_forward_time: 6.1566638947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4289107323
validation[          , genome  6036] predictions:    9701/  10000 (97.01%), best:    9720/10000 (97.20%), error:      1021.02655, best error:       871.62976 on epoch:    51, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 79.1910781860s, input_fired_time: 0.8546074033, output_fired_time: 0.6165306568, propagate_forward_time: 30.6774940491, propagate_backward_time: 44.6876068115, weight_update_time: 0.1286406666, other_time: 2.3548393250
epoch time: 6.5996828079s, input_fired_time: 0.0961482972, output_fired_time: 0.0000000000, propagate_forward_time: 6.0806431770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4228911400
validation[          , genome  6036] predictions:    9716/  10000 (97.16%), best:    9720/10000 (97.20%), error:       987.40558, best error:       871.62976 on epoch:    51, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 79.2613067627s, input_fired_time: 0.8540987372, output_fired_time: 0.6196154952, propagate_forward_time: 30.6900386810, propagate_backward_time: 44.7260208130, weight_update_time: 0.1292195022, other_time: 2.3715362549
epoch time: 6.5399332047s, input_fired_time: 0.0943736583, output_fired_time: 0.0000000000, propagate_forward_time: 6.0329709053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4125885963
validation[          , genome  6036] predictions:    9712/  10000 (97.12%), best:    9720/10000 (97.20%), error:       936.95868, best error:       871.62976 on epoch:    51, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 79.5319747925s, input_fired_time: 0.8582016826, output_fired_time: 0.6161143184, propagate_forward_time: 30.8706493378, propagate_backward_time: 44.8219032288, weight_update_time: 0.1289633662, other_time: 2.3651084900
epoch time: 6.7120976448s, input_fired_time: 0.0964200795, output_fired_time: 0.0000000000, propagate_forward_time: 6.1881384850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4275388718
validation[          , genome  6036] predictions:    9574/  10000 (95.74%), best:    9720/10000 (97.20%), error:      1383.27051, best error:       871.62976 on epoch:    51, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 79.8659057617s, input_fired_time: 0.8601171374, output_fired_time: 0.6223828793, propagate_forward_time: 30.9702796936, propagate_backward_time: 45.0387001038, weight_update_time: 0.1291599274, other_time: 2.3744277954
epoch time: 6.7180762291s, input_fired_time: 0.0965089127, output_fired_time: 0.0000000000, propagate_forward_time: 6.1930861473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4284811020
validation[          , genome  6036] predictions:    9660/  10000 (96.60%), best:    9720/10000 (97.20%), error:      1106.84253, best error:       871.62976 on epoch:    51, 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: 33.5609626770s, input_fired_time: 0.4786176085, output_fired_time: 0.0000000000, propagate_forward_time: 30.9163551331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1659889221
best training[          , genome  6036] predictions:   49437/  50000 (98.87%), best:    9720/10000 (97.20%), error:      2101.64136, best error:       871.62976 on epoch:    51, 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: 6.7009172440s, input_fired_time: 0.0940342695, output_fired_time: 0.0000000000, propagate_forward_time: 6.1818189621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4250640869
   testing[          , genome  6036] predictions:    9761/  10000 (97.61%), best:    9720/10000 (97.20%), error:       779.46954, best error:       871.62976 on epoch:    51, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:17:24 (72838): called boinc_finish(0)

</stderr_txt>
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