Nameexact_genome_1512568488_42_3903_1
Workunit2590740
Created7 Dec 2017, 7:12:13 UTC
Sent7 Dec 2017, 7:17:46 UTC
Report deadline10 Dec 2017, 11:44:23 UTC
Received7 Dec 2017, 9:02:09 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time1 hours 44 min
CPU time1 hours 43 min 34 sec
Validate stateValid
Credit796.29
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.39 MB
Peak swap size159.13 MB
Peak disk usage1.89 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1041807532, output_fired_time: 0.0000000000, propagate_forward_time: 4.0404605865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4600491524
validation[          , genome  3903] predictions:    9572/  10000 (95.72%), best:    9613/10000 (96.13%), error:      1484.28174, best error:      1298.72876 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 56.4627647400s, input_fired_time: 0.8441379666, output_fired_time: 0.7616454363, propagate_forward_time: 20.8398456573, propagate_backward_time: 31.2563667297, weight_update_time: 0.1298202574, other_time: 2.7607688904
epoch time: 4.7032728195s, input_fired_time: 0.1069680601, output_fired_time: 0.0000000000, propagate_forward_time: 4.1265726089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4697322845
validation[          , genome  3903] predictions:    9597/  10000 (95.97%), best:    9613/10000 (96.13%), error:      1325.88293, best error:      1298.72876 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 56.2341384888s, input_fired_time: 0.8324938416, output_fired_time: 0.7579720616, propagate_forward_time: 20.7740020752, propagate_backward_time: 31.1537818909, weight_update_time: 0.1285724789, other_time: 2.7158889771
epoch time: 4.7871913910s, input_fired_time: 0.1090815961, output_fired_time: 0.0000000000, propagate_forward_time: 4.2165322304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4615774155
validation[          , genome  3903] predictions:    9270/  10000 (92.70%), best:    9613/10000 (96.13%), error:      2397.36938, best error:      1298.72876 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 56.7299423218s, input_fired_time: 0.8434135318, output_fired_time: 0.7629577518, propagate_forward_time: 21.0101070404, propagate_backward_time: 31.3714408875, weight_update_time: 0.1303368360, other_time: 2.7420234680
epoch time: 4.7631459236s, input_fired_time: 0.1075189710, output_fired_time: 0.0000000000, propagate_forward_time: 4.1943826675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4612441063
validation[          , genome  3903] predictions:    9589/  10000 (95.89%), best:    9613/10000 (96.13%), error:      1380.17224, best error:      1298.72876 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 56.4828910828s, input_fired_time: 0.8370668888, output_fired_time: 0.7619452477, propagate_forward_time: 20.8498954773, propagate_backward_time: 31.2901420593, weight_update_time: 0.1300567538, other_time: 2.7438430786
epoch time: 4.7218370438s, input_fired_time: 0.1030855700, output_fired_time: 0.0000000000, propagate_forward_time: 4.1517000198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4670515060
validation[          , genome  3903] predictions:    9625/  10000 (96.25%), best:    9625/10000 (96.25%), error:      1269.01086, best error:      1269.01086 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 56.5755844116s, input_fired_time: 0.8433707356, output_fired_time: 0.7614442706, propagate_forward_time: 20.8606662750, propagate_backward_time: 31.3370475769, weight_update_time: 0.1304878294, other_time: 2.7730522156
epoch time: 4.7845244408s, input_fired_time: 0.1067412496, output_fired_time: 0.0000000000, propagate_forward_time: 4.2051777840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4726052284
validation[          , genome  3903] predictions:    9512/  10000 (95.12%), best:    9625/10000 (96.25%), error:      1753.81885, best error:      1269.01086 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 56.6122207642s, input_fired_time: 0.8463038802, output_fired_time: 0.7628070116, propagate_forward_time: 20.8988838196, propagate_backward_time: 31.3260726929, weight_update_time: 0.1319445372, other_time: 2.7781562805
epoch time: 4.7704124451s, input_fired_time: 0.1045729071, output_fired_time: 0.0000000000, propagate_forward_time: 4.1962280273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4696116447
validation[          , genome  3903] predictions:    9600/  10000 (96.00%), best:    9625/10000 (96.25%), error:      1350.54480, best error:      1269.01086 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 55.2617568970s, input_fired_time: 0.8225847483, output_fired_time: 0.7454276085, propagate_forward_time: 20.3654975891, propagate_backward_time: 30.6585254669, weight_update_time: 0.1263355762, other_time: 2.6697216034
epoch time: 4.7577562332s, input_fired_time: 0.1031792536, output_fired_time: 0.0000000000, propagate_forward_time: 4.1923651695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4622116089
validation[          , genome  3903] predictions:    9629/  10000 (96.29%), best:    9625/10000 (96.25%), error:      1273.47339, best error:      1269.01086 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 56.0224685669s, input_fired_time: 0.8375895023, output_fired_time: 0.7539973855, propagate_forward_time: 20.7286281586, propagate_backward_time: 30.9994754791, weight_update_time: 0.1280476898, other_time: 2.7027797699
epoch time: 4.7649497986s, input_fired_time: 0.1096320003, output_fired_time: 0.0000000000, propagate_forward_time: 4.1809849739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4743328094
validation[          , genome  3903] predictions:    9593/  10000 (95.93%), best:    9625/10000 (96.25%), error:      1308.46362, best error:      1269.01086 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 56.4686050415s, input_fired_time: 0.8398523331, output_fired_time: 0.7586783171, propagate_forward_time: 20.8812980652, propagate_backward_time: 31.3002834320, weight_update_time: 0.1284004599, other_time: 2.6884937286
epoch time: 4.7856454849s, input_fired_time: 0.1108433902, output_fired_time: 0.0000000000, propagate_forward_time: 4.1943354607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4804668427
validation[          , genome  3903] predictions:    9548/  10000 (95.48%), best:    9625/10000 (96.25%), error:      1514.55872, best error:      1269.01086 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 56.1416587830s, input_fired_time: 0.8448196054, output_fired_time: 0.7573012710, propagate_forward_time: 20.7613391876, propagate_backward_time: 31.0809555054, weight_update_time: 0.1279893368, other_time: 2.6972427368
epoch time: 4.7801852226s, input_fired_time: 0.1050956547, output_fired_time: 0.0000000000, propagate_forward_time: 4.2020406723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4730486870
validation[          , genome  3903] predictions:    9609/  10000 (96.09%), best:    9625/10000 (96.25%), error:      1325.25757, best error:      1269.01086 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 55.5653114319s, input_fired_time: 0.8378786445, output_fired_time: 0.7483320236, propagate_forward_time: 20.4891014099, propagate_backward_time: 30.7981185913, weight_update_time: 0.1275720298, other_time: 2.6918792725
epoch time: 4.7702951431s, input_fired_time: 0.1056097224, output_fired_time: 0.0000000000, propagate_forward_time: 4.1914339066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4732513428
validation[          , genome  3903] predictions:    9604/  10000 (96.04%), best:    9625/10000 (96.25%), error:      1296.70215, best error:      1269.01086 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 56.4148635864s, input_fired_time: 0.8449235559, output_fired_time: 0.7592865825, propagate_forward_time: 20.8411521912, propagate_backward_time: 31.2360401154, weight_update_time: 0.1293373704, other_time: 2.7334613800
epoch time: 4.6824789047s, input_fired_time: 0.1096483618, output_fired_time: 0.0000000000, propagate_forward_time: 4.1079888344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4648418427
validation[          , genome  3903] predictions:    9650/  10000 (96.50%), best:    9650/10000 (96.50%), error:      1212.55298, best error:      1212.55298 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 55.7200737000s, input_fired_time: 0.8370480537, output_fired_time: 0.7532405853, propagate_forward_time: 20.5387115479, propagate_backward_time: 30.8942813873, weight_update_time: 0.1278295517, other_time: 2.6967906952
epoch time: 4.7625160217s, input_fired_time: 0.1092572063, output_fired_time: 0.0000000000, propagate_forward_time: 4.1805019379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4727568626
validation[          , genome  3903] predictions:    9637/  10000 (96.37%), best:    9650/10000 (96.50%), error:      1250.28845, best error:      1212.55298 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 56.5804710388s, input_fired_time: 0.8501665592, output_fired_time: 0.7628028393, propagate_forward_time: 20.8884735107, propagate_backward_time: 31.3619079590, weight_update_time: 0.1290778220, other_time: 2.7171211243
epoch time: 4.7849144936s, input_fired_time: 0.1040435210, output_fired_time: 0.0000000000, propagate_forward_time: 4.2180953026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4627757072
validation[          , genome  3903] predictions:    9624/  10000 (96.24%), best:    9650/10000 (96.50%), error:      1250.86523, best error:      1212.55298 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 56.9503974915s, input_fired_time: 0.8529644012, output_fired_time: 0.7671535015, propagate_forward_time: 21.0680389404, propagate_backward_time: 31.5233516693, weight_update_time: 0.1301658750, other_time: 2.7388896942
epoch time: 4.6635761261s, input_fired_time: 0.1034173518, output_fired_time: 0.0000000000, propagate_forward_time: 4.0951609612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4649977684
validation[          , genome  3903] predictions:    9582/  10000 (95.82%), best:    9650/10000 (96.50%), error:      1363.69995, best error:      1212.55298 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 56.1984214783s, input_fired_time: 0.8516210914, output_fired_time: 0.7569892406, propagate_forward_time: 20.7535018921, propagate_backward_time: 31.0960369110, weight_update_time: 0.1299349666, other_time: 2.7402744293
epoch time: 4.8001079559s, input_fired_time: 0.1048970520, output_fired_time: 0.0000000000, propagate_forward_time: 4.2274975777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4677133560
validation[          , genome  3903] predictions:    9650/  10000 (96.50%), best:    9650/10000 (96.50%), error:      1194.83691, best error:      1194.83691 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 56.6437568665s, input_fired_time: 0.8527579308, output_fired_time: 0.7634032965, propagate_forward_time: 20.9046115875, propagate_backward_time: 31.3618125916, weight_update_time: 0.1299021244, other_time: 2.7611732483
epoch time: 4.8162302971s, input_fired_time: 0.1148231551, output_fired_time: 0.0000000000, propagate_forward_time: 4.2104697227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4909372330
validation[          , genome  3903] predictions:    9643/  10000 (96.43%), best:    9650/10000 (96.50%), error:      1216.10498, best error:      1194.83691 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 56.2948760986s, input_fired_time: 0.8512461782, output_fired_time: 0.7573656440, propagate_forward_time: 20.7705116272, propagate_backward_time: 31.2066783905, weight_update_time: 0.1289257407, other_time: 2.7090740204
epoch time: 4.7320070267s, input_fired_time: 0.1047152430, output_fired_time: 0.0000000000, propagate_forward_time: 4.1657104492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4615812302
validation[          , genome  3903] predictions:    9629/  10000 (96.29%), best:    9650/10000 (96.50%), error:      1214.33020, best error:      1194.83691 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 56.5298805237s, input_fired_time: 0.8531276584, output_fired_time: 0.7626380324, propagate_forward_time: 20.8241863251, propagate_backward_time: 31.3564472198, weight_update_time: 0.1292426884, other_time: 2.7334804535
epoch time: 4.8007435799s, input_fired_time: 0.1066306606, output_fired_time: 0.0000000000, propagate_forward_time: 4.2222042084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4719085693
validation[          , genome  3903] predictions:    9613/  10000 (96.13%), best:    9650/10000 (96.50%), error:      1339.55579, best error:      1194.83691 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 56.6199569702s, input_fired_time: 0.8518863320, output_fired_time: 0.7616140842, propagate_forward_time: 20.9106578827, propagate_backward_time: 31.3794612885, weight_update_time: 0.1288566440, other_time: 2.7163333893
epoch time: 4.0990505219s, input_fired_time: 0.0968196988, output_fired_time: 0.0000000000, propagate_forward_time: 3.5762889385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4259417057
validation[          , genome  3903] predictions:    9623/  10000 (96.23%), best:    9650/10000 (96.50%), error:      1228.59021, best error:      1194.83691 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 56.2795791626s, input_fired_time: 0.8500605822, output_fired_time: 0.7594488263, propagate_forward_time: 20.7695178986, propagate_backward_time: 31.2273769379, weight_update_time: 0.1275561303, other_time: 2.6731739044
epoch time: 4.8124184608s, input_fired_time: 0.1128160954, output_fired_time: 0.0000000000, propagate_forward_time: 4.2174582481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4821438789
validation[          , genome  3903] predictions:    9638/  10000 (96.38%), best:    9638/10000 (96.38%), error:      1164.39612, best error:      1164.39612 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 55.8182067871s, input_fired_time: 0.8493775129, output_fired_time: 0.7514129877, propagate_forward_time: 20.5632591248, propagate_backward_time: 30.9538154602, weight_update_time: 0.1276959181, other_time: 2.7003440857
epoch time: 4.7295999527s, input_fired_time: 0.1072066426, output_fired_time: 0.0000000000, propagate_forward_time: 4.1666011810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4557919502
validation[          , genome  3903] predictions:    9640/  10000 (96.40%), best:    9638/10000 (96.38%), error:      1176.09082, best error:      1164.39612 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 56.0353584290s, input_fired_time: 0.8533816934, output_fired_time: 0.7573749423, propagate_forward_time: 20.6691093445, propagate_backward_time: 31.0542240143, weight_update_time: 0.1281495839, other_time: 2.7012691498
epoch time: 4.7906250954s, input_fired_time: 0.1105571836, output_fired_time: 0.0000000000, propagate_forward_time: 4.1987462044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4813218117
validation[          , genome  3903] predictions:    9637/  10000 (96.37%), best:    9638/10000 (96.38%), error:      1188.20288, best error:      1164.39612 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 56.4045753479s, input_fired_time: 0.8639628291, output_fired_time: 0.7616604567, propagate_forward_time: 20.6840858459, propagate_backward_time: 31.2443523407, weight_update_time: 0.1323812157, other_time: 2.8505115509
epoch time: 4.7420616150s, input_fired_time: 0.1050573140, output_fired_time: 0.0000000000, propagate_forward_time: 4.1651148796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4718894958
validation[          , genome  3903] predictions:    9584/  10000 (95.84%), best:    9638/10000 (96.38%), error:      1326.39063, best error:      1164.39612 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 56.7435417175s, input_fired_time: 0.8641104698, output_fired_time: 0.7653108239, propagate_forward_time: 20.9067192078, propagate_backward_time: 31.4402599335, weight_update_time: 0.1311729252, other_time: 2.7671413422
epoch time: 4.7606110573s, input_fired_time: 0.1076782197, output_fired_time: 0.0000000000, propagate_forward_time: 4.1880087852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4649238586
validation[          , genome  3903] predictions:    9631/  10000 (96.31%), best:    9638/10000 (96.38%), error:      1209.28162, best error:      1164.39612 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 55.8927612305s, input_fired_time: 0.8587262630, output_fired_time: 0.7568261623, propagate_forward_time: 20.5620384216, propagate_backward_time: 30.9698619843, weight_update_time: 0.1294270456, other_time: 2.7453098297
epoch time: 4.6446456909s, input_fired_time: 0.1131115332, output_fired_time: 0.0000000000, propagate_forward_time: 4.0505757332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4809584618
validation[          , genome  3903] predictions:    9584/  10000 (95.84%), best:    9638/10000 (96.38%), error:      1379.26355, best error:      1164.39612 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 56.3983459473s, input_fired_time: 0.8631297350, output_fired_time: 0.7645065188, propagate_forward_time: 20.7128124237, propagate_backward_time: 31.2611579895, weight_update_time: 0.1320269853, other_time: 2.7967414856
epoch time: 4.7924199104s, input_fired_time: 0.1116328686, output_fired_time: 0.0000000000, propagate_forward_time: 4.2054610252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4753260612
validation[          , genome  3903] predictions:    9574/  10000 (95.74%), best:    9638/10000 (96.38%), error:      1423.19080, best error:      1164.39612 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 56.7067108154s, input_fired_time: 0.8625721931, output_fired_time: 0.7677551508, propagate_forward_time: 20.9070224762, propagate_backward_time: 31.4030532837, weight_update_time: 0.1321365237, other_time: 2.7663116455
epoch time: 4.7315840721s, input_fired_time: 0.1147013381, output_fired_time: 0.0000000000, propagate_forward_time: 4.1304411888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4864416122
validation[          , genome  3903] predictions:    9648/  10000 (96.48%), best:    9638/10000 (96.38%), error:      1206.29297, best error:      1164.39612 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 56.9191207886s, input_fired_time: 0.8690855503, output_fired_time: 0.7694845200, propagate_forward_time: 20.9637279510, propagate_backward_time: 31.5214653015, weight_update_time: 0.1316455156, other_time: 2.7953529358
epoch time: 4.7523407936s, input_fired_time: 0.1109293923, output_fired_time: 0.0000000000, propagate_forward_time: 4.1720356941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4693756104
validation[          , genome  3903] predictions:    9652/  10000 (96.52%), best:    9638/10000 (96.38%), error:      1186.44397, best error:      1164.39612 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 56.8075218201s, input_fired_time: 0.8678645492, output_fired_time: 0.7669509053, propagate_forward_time: 20.9072856903, propagate_backward_time: 31.4827136993, weight_update_time: 0.1316209435, other_time: 2.7827053070
epoch time: 4.8196964264s, input_fired_time: 0.1136455759, output_fired_time: 0.0000000000, propagate_forward_time: 4.2129349709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4931159019
validation[          , genome  3903] predictions:    9635/  10000 (96.35%), best:    9638/10000 (96.38%), error:      1228.67114, best error:      1164.39612 on epoch:    35, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 56.7193946838s, input_fired_time: 0.8672206998, output_fired_time: 0.7632943988, propagate_forward_time: 20.8961448669, propagate_backward_time: 31.4040355682, weight_update_time: 0.1319808364, other_time: 2.7886981964
epoch time: 4.6944966316s, input_fired_time: 0.1121110842, output_fired_time: 0.0000000000, propagate_forward_time: 4.1100969315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4722886086
validation[          , genome  3903] predictions:    9620/  10000 (96.20%), best:    9638/10000 (96.38%), error:      1213.12903, best error:      1164.39612 on epoch:    35, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 56.5788345337s, input_fired_time: 0.8719252348, output_fired_time: 0.7648460269, propagate_forward_time: 20.7922630310, propagate_backward_time: 31.3231143951, weight_update_time: 0.1321882308, other_time: 2.8266849518
epoch time: 4.7948975563s, input_fired_time: 0.1091604233, output_fired_time: 0.0000000000, propagate_forward_time: 4.2027940750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4829430580
validation[          , genome  3903] predictions:    9496/  10000 (94.96%), best:    9638/10000 (96.38%), error:      1601.02051, best error:      1164.39612 on epoch:    35, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 56.6400070190s, input_fired_time: 0.8704832792, output_fired_time: 0.7640075088, propagate_forward_time: 20.8694992065, propagate_backward_time: 31.3580703735, weight_update_time: 0.1313946396, other_time: 2.7779464722
epoch time: 4.7716841698s, input_fired_time: 0.1148041934, output_fired_time: 0.0000000000, propagate_forward_time: 4.1743440628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4825358391
validation[          , genome  3903] predictions:    9640/  10000 (96.40%), best:    9638/10000 (96.38%), error:      1179.87708, best error:      1164.39612 on epoch:    35, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 56.7317543030s, input_fired_time: 0.8771542907, output_fired_time: 0.7683136463, propagate_forward_time: 20.9084548950, propagate_backward_time: 31.3877658844, weight_update_time: 0.1316649467, other_time: 2.7900638580
epoch time: 4.8404593468s, input_fired_time: 0.1146567613, output_fired_time: 0.0000000000, propagate_forward_time: 4.2451171875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4806852341
validation[          , genome  3903] predictions:    9642/  10000 (96.42%), best:    9638/10000 (96.38%), error:      1192.72290, best error:      1164.39612 on epoch:    35, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 56.6726417542s, input_fired_time: 0.8708156347, output_fired_time: 0.7644779682, propagate_forward_time: 20.9143409729, propagate_backward_time: 31.3679485321, weight_update_time: 0.1312486827, other_time: 2.7550601959
epoch time: 4.7839770317s, input_fired_time: 0.1115069464, output_fired_time: 0.0000000000, propagate_forward_time: 4.1973547935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4751152992
validation[          , genome  3903] predictions:    9663/  10000 (96.63%), best:    9663/10000 (96.63%), error:      1115.29797, best error:      1115.29797 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 56.0957717896s, input_fired_time: 0.8591118455, output_fired_time: 0.7571811080, propagate_forward_time: 20.6298961639, propagate_backward_time: 31.0840396881, weight_update_time: 0.1303895414, other_time: 2.7655467987
epoch time: 4.8427915573s, input_fired_time: 0.1142599806, output_fired_time: 0.0000000000, propagate_forward_time: 4.2284078598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5001235008
validation[          , genome  3903] predictions:    9662/  10000 (96.62%), best:    9663/10000 (96.63%), error:      1175.81628, best error:      1115.29797 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 56.4936561584s, input_fired_time: 0.8839486837, output_fired_time: 0.7602826357, propagate_forward_time: 20.8048324585, propagate_backward_time: 31.2601833344, weight_update_time: 0.1321626455, other_time: 2.7844066620
epoch time: 4.7361922264s, input_fired_time: 0.1137402877, output_fired_time: 0.0000000000, propagate_forward_time: 4.1496405602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4728112221
validation[          , genome  3903] predictions:    9647/  10000 (96.47%), best:    9663/10000 (96.63%), error:      1144.80298, best error:      1115.29797 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 56.9113540649s, input_fired_time: 0.8780852556, output_fired_time: 0.7682114840, propagate_forward_time: 20.9671611786, propagate_backward_time: 31.5039062500, weight_update_time: 0.1324432492, other_time: 2.7939910889
epoch time: 4.7377843857s, input_fired_time: 0.1108935624, output_fired_time: 0.0000000000, propagate_forward_time: 4.1430673599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4838232994
validation[          , genome  3903] predictions:    9622/  10000 (96.22%), best:    9663/10000 (96.63%), error:      1219.27393, best error:      1115.29797 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 56.6266288757s, input_fired_time: 0.8816663027, output_fired_time: 0.7669781446, propagate_forward_time: 20.8485565186, propagate_backward_time: 31.3151187897, weight_update_time: 0.1332598329, other_time: 2.8143062592
epoch time: 4.8124837875s, input_fired_time: 0.1138933748, output_fired_time: 0.0000000000, propagate_forward_time: 4.2175607681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4810295105
validation[          , genome  3903] predictions:    9645/  10000 (96.45%), best:    9645/10000 (96.45%), error:      1088.47278, best error:      1088.47278 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 56.8082389832s, input_fired_time: 0.8826851845, output_fired_time: 0.7701733708, propagate_forward_time: 20.9334564209, propagate_backward_time: 31.3806304932, weight_update_time: 0.1340836734, other_time: 2.8412933350
epoch time: 4.7794008255s, input_fired_time: 0.1120578870, output_fired_time: 0.0000000000, propagate_forward_time: 4.1970028877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4703402519
validation[          , genome  3903] predictions:    9416/  10000 (94.16%), best:    9645/10000 (96.45%), error:      2036.41003, best error:      1088.47278 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 56.8266525269s, input_fired_time: 0.8796359897, output_fired_time: 0.7654107213, propagate_forward_time: 20.9472179413, propagate_backward_time: 31.4233531952, weight_update_time: 0.1329147518, other_time: 2.8110370636
epoch time: 4.7304496765s, input_fired_time: 0.1120537445, output_fired_time: 0.0000000000, propagate_forward_time: 4.1562027931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4621930122
validation[          , genome  3903] predictions:    9655/  10000 (96.55%), best:    9645/10000 (96.45%), error:      1108.62939, best error:      1088.47278 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 56.7021942139s, input_fired_time: 0.8781237602, output_fired_time: 0.7688682675, propagate_forward_time: 20.8825035095, propagate_backward_time: 31.3728332520, weight_update_time: 0.1321534365, other_time: 2.7998657227
epoch time: 4.7257003784s, input_fired_time: 0.1120619550, output_fired_time: 0.0000000000, propagate_forward_time: 4.1522083282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4614300728
validation[          , genome  3903] predictions:    9651/  10000 (96.51%), best:    9645/10000 (96.45%), error:      1175.27417, best error:      1088.47278 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 56.8621253967s, input_fired_time: 0.8834104538, output_fired_time: 0.7684826851, propagate_forward_time: 20.9193134308, propagate_backward_time: 31.4715976715, weight_update_time: 0.1350247264, other_time: 2.8193187714
epoch time: 4.8162012100s, input_fired_time: 0.1129313484, output_fired_time: 0.0000000000, propagate_forward_time: 4.2220692635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4812006950
validation[          , genome  3903] predictions:    9673/  10000 (96.73%), best:    9645/10000 (96.45%), error:      1122.14722, best error:      1088.47278 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 56.5099945068s, input_fired_time: 0.8760730624, output_fired_time: 0.7666435242, propagate_forward_time: 20.8012237549, propagate_backward_time: 31.2846126556, weight_update_time: 0.1313147545, other_time: 2.7814426422
epoch time: 4.7847933769s, input_fired_time: 0.1151257455, output_fired_time: 0.0000000000, propagate_forward_time: 4.1865239143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4831438065
validation[          , genome  3903] predictions:    9639/  10000 (96.39%), best:    9645/10000 (96.45%), error:      1201.14941, best error:      1088.47278 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 56.6366004944s, input_fired_time: 0.8830192089, output_fired_time: 0.7666174769, propagate_forward_time: 20.8388309479, propagate_backward_time: 31.3329296112, weight_update_time: 0.1335178763, other_time: 2.8152027130
epoch time: 4.7790799141s, input_fired_time: 0.1140316129, output_fired_time: 0.0000000000, propagate_forward_time: 4.1857690811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4792790413
validation[          , genome  3903] predictions:    9608/  10000 (96.08%), best:    9645/10000 (96.45%), error:      1422.67273, best error:      1088.47278 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 56.3972282410s, input_fired_time: 0.8783850670, output_fired_time: 0.7616990805, propagate_forward_time: 20.8181591034, propagate_backward_time: 31.1767501831, weight_update_time: 0.1307679117, other_time: 2.7622375488
epoch time: 4.8016648293s, input_fired_time: 0.1157458052, output_fired_time: 0.0000000000, propagate_forward_time: 4.2037363052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4821825027
validation[          , genome  3903] predictions:    9659/  10000 (96.59%), best:    9645/10000 (96.45%), error:      1094.12939, best error:      1088.47278 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 56.6636314392s, input_fired_time: 0.8826729655, output_fired_time: 0.7636737823, propagate_forward_time: 20.8562850952, propagate_backward_time: 31.3515815735, weight_update_time: 0.1342326403, other_time: 2.8094215393
epoch time: 4.7910847664s, input_fired_time: 0.1156562045, output_fired_time: 0.0000000000, propagate_forward_time: 4.1932935715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4821348190
validation[          , genome  3903] predictions:    9621/  10000 (96.21%), best:    9645/10000 (96.45%), error:      1206.02173, best error:      1088.47278 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 56.5574302673s, input_fired_time: 0.8832263947, output_fired_time: 0.7629851103, propagate_forward_time: 20.8326168060, propagate_backward_time: 31.2616176605, weight_update_time: 0.1328016222, other_time: 2.8169803619
epoch time: 4.8136520386s, input_fired_time: 0.1123829857, output_fired_time: 0.0000000000, propagate_forward_time: 4.2234354019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4778337479
validation[          , genome  3903] predictions:    9653/  10000 (96.53%), best:    9645/10000 (96.45%), error:      1174.52112, best error:      1088.47278 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 57.0666275024s, input_fired_time: 0.8866812587, output_fired_time: 0.7735626698, propagate_forward_time: 21.0005512238, propagate_backward_time: 31.5257740021, weight_update_time: 0.1358879656, other_time: 2.8800563812
epoch time: 4.6286296844s, input_fired_time: 0.1037158147, output_fired_time: 0.0000000000, propagate_forward_time: 4.0673775673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4575362206
validation[          , genome  3903] predictions:    9582/  10000 (95.82%), best:    9645/10000 (96.45%), error:      1342.83838, best error:      1088.47278 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 56.4482994080s, input_fired_time: 0.8602074385, output_fired_time: 0.7575048804, propagate_forward_time: 20.8609199524, propagate_backward_time: 31.3852138519, weight_update_time: 0.1234888360, other_time: 2.5844554901
epoch time: 4.7451672554s, input_fired_time: 0.1081927493, output_fired_time: 0.0000000000, propagate_forward_time: 4.1850757599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4518985748
validation[          , genome  3903] predictions:    9593/  10000 (95.93%), best:    9645/10000 (96.45%), error:      1345.56042, best error:      1088.47278 on epoch:    53, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 56.3577766418s, input_fired_time: 0.8619019389, output_fired_time: 0.7572780252, propagate_forward_time: 20.7784500122, propagate_backward_time: 31.3081073761, weight_update_time: 0.1252695620, other_time: 2.6520404816
epoch time: 4.7243838310s, input_fired_time: 0.1129615232, output_fired_time: 0.0000000000, propagate_forward_time: 4.1442241669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4671983719
validation[          , genome  3903] predictions:    9680/  10000 (96.80%), best:    9645/10000 (96.45%), error:      1128.45129, best error:      1088.47278 on epoch:    53, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 57.3799705505s, input_fired_time: 0.8792730570, output_fired_time: 0.7660614848, propagate_forward_time: 21.2792072296, propagate_backward_time: 31.7852668762, weight_update_time: 0.1268030256, other_time: 2.6701622009
epoch time: 4.8790888786s, input_fired_time: 0.1145369411, output_fired_time: 0.0000000000, propagate_forward_time: 4.2816176414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4829344749
validation[          , genome  3903] predictions:    9596/  10000 (95.96%), best:    9645/10000 (96.45%), error:      1346.50403, best error:      1088.47278 on epoch:    53, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 57.0538215637s, input_fired_time: 0.8791174889, output_fired_time: 0.7656204700, propagate_forward_time: 21.0930938721, propagate_backward_time: 31.6396884918, weight_update_time: 0.1269842833, other_time: 2.6763019562
epoch time: 4.7898478508s, input_fired_time: 0.1110538691, output_fired_time: 0.0000000000, propagate_forward_time: 4.2128362656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4659576416
validation[          , genome  3903] predictions:    9650/  10000 (96.50%), best:    9645/10000 (96.45%), error:      1147.37402, best error:      1088.47278 on epoch:    53, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 56.5080032349s, input_fired_time: 0.8700804710, output_fired_time: 0.7573875189, propagate_forward_time: 20.8843688965, propagate_backward_time: 31.3418254852, weight_update_time: 0.1251246929, other_time: 2.6543407440
epoch time: 4.7723937035s, input_fired_time: 0.1125099212, output_fired_time: 0.0000000000, propagate_forward_time: 4.1965785027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4633054733
validation[          , genome  3903] predictions:    9628/  10000 (96.28%), best:    9645/10000 (96.45%), error:      1334.26135, best error:      1088.47278 on epoch:    53, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 57.7574386597s, input_fired_time: 0.8857992291, output_fired_time: 0.7718241811, propagate_forward_time: 21.3333835602, propagate_backward_time: 31.9946136475, weight_update_time: 0.1307300925, other_time: 2.7718200684
epoch time: 4.9555282593s, input_fired_time: 0.1119416505, output_fired_time: 0.0000000000, propagate_forward_time: 4.3723373413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4712491035
validation[          , genome  3903] predictions:    9657/  10000 (96.57%), best:    9645/10000 (96.45%), error:      1152.05981, best error:      1088.47278 on epoch:    53, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 57.0790710449s, input_fired_time: 0.8747752309, output_fired_time: 0.7610383630, propagate_forward_time: 21.1746978760, propagate_backward_time: 31.6112384796, weight_update_time: 0.1254195720, other_time: 2.6573200226
epoch time: 4.8357586861s, input_fired_time: 0.1136210039, output_fired_time: 0.0000000000, propagate_forward_time: 4.2483701706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4737672806
validation[          , genome  3903] predictions:    9657/  10000 (96.57%), best:    9645/10000 (96.45%), error:      1162.76831, best error:      1088.47278 on epoch:    53, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 56.8085746765s, input_fired_time: 0.8735758662, output_fired_time: 0.7594829202, propagate_forward_time: 20.9874706268, propagate_backward_time: 31.5044727325, weight_update_time: 0.1267313361, other_time: 2.6835689545
epoch time: 4.6680688858s, input_fired_time: 0.1123675853, output_fired_time: 0.0000000000, propagate_forward_time: 4.0954694748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4602317810
validation[          , genome  3903] predictions:    9638/  10000 (96.38%), best:    9645/10000 (96.45%), error:      1257.58093, best error:      1088.47278 on epoch:    53, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 56.4145812988s, input_fired_time: 0.8708332777, output_fired_time: 0.7563007474, propagate_forward_time: 20.8663768768, propagate_backward_time: 31.2875976563, weight_update_time: 0.1251666397, other_time: 2.6334686279
epoch time: 4.7470555305s, input_fired_time: 0.1061196700, output_fired_time: 0.0000000000, propagate_forward_time: 4.1883120537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4526238441
validation[          , genome  3903] predictions:    9526/  10000 (95.26%), best:    9645/10000 (96.45%), error:      1603.90759, best error:      1088.47278 on epoch:    53, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 56.0947685242s, input_fired_time: 0.8630452156, output_fired_time: 0.7507396340, propagate_forward_time: 20.7501316071, propagate_backward_time: 31.0908355713, weight_update_time: 0.1249444261, other_time: 2.6400146484
epoch time: 4.7600479126s, input_fired_time: 0.1140265018, output_fired_time: 0.0000000000, propagate_forward_time: 4.1694574356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4765639305
validation[          , genome  3903] predictions:    9663/  10000 (96.63%), best:    9645/10000 (96.45%), error:      1140.88916, best error:      1088.47278 on epoch:    53, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 56.5808296204s, input_fired_time: 0.8727875948, output_fired_time: 0.7594888210, propagate_forward_time: 20.8991947174, propagate_backward_time: 31.4051380157, weight_update_time: 0.1256991625, other_time: 2.6442241669
epoch time: 4.7151880264s, input_fired_time: 0.1127695292, output_fired_time: 0.0000000000, propagate_forward_time: 4.1477332115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4546852112
validation[          , genome  3903] predictions:    9637/  10000 (96.37%), best:    9645/10000 (96.45%), error:      1184.90894, best error:      1088.47278 on epoch:    53, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 56.4339294434s, input_fired_time: 0.8699667454, output_fired_time: 0.7570627332, propagate_forward_time: 20.8700618744, propagate_backward_time: 31.2926330566, weight_update_time: 0.1261855513, other_time: 2.6442031860
epoch time: 4.7259154320s, input_fired_time: 0.1118520647, output_fired_time: 0.0000000000, propagate_forward_time: 4.1565070152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4575562477
validation[          , genome  3903] predictions:    9644/  10000 (96.44%), best:    9645/10000 (96.45%), error:      1161.50940, best error:      1088.47278 on epoch:    53, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 56.1839141846s, input_fired_time: 0.8695114851, output_fired_time: 0.7560652494, propagate_forward_time: 20.7722167969, propagate_backward_time: 31.1573848724, weight_update_time: 0.1247237772, other_time: 2.6287364960
epoch time: 4.7069134712s, input_fired_time: 0.1129154265, output_fired_time: 0.0000000000, propagate_forward_time: 4.1346955299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4593024254
validation[          , genome  3903] predictions:    9642/  10000 (96.42%), best:    9645/10000 (96.45%), error:      1224.89893, best error:      1088.47278 on epoch:    53, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 56.0130844116s, input_fired_time: 0.8664187789, output_fired_time: 0.7529961467, propagate_forward_time: 20.6830062866, propagate_backward_time: 31.0590801239, weight_update_time: 0.1252977252, other_time: 2.6515865326
epoch time: 4.7599453926s, input_fired_time: 0.1137679368, output_fired_time: 0.0000000000, propagate_forward_time: 4.1833310127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4628462791
validation[          , genome  3903] predictions:    9595/  10000 (95.95%), best:    9645/10000 (96.45%), error:      1453.93994, best error:      1088.47278 on epoch:    53, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 56.4372749329s, input_fired_time: 0.8731068373, output_fired_time: 0.7584674954, propagate_forward_time: 20.8276214600, propagate_backward_time: 31.3075923920, weight_update_time: 0.1275152266, other_time: 2.6704845428
epoch time: 4.6451349258s, input_fired_time: 0.1126876399, output_fired_time: 0.0000000000, propagate_forward_time: 4.0724186897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4600286484
validation[          , genome  3903] predictions:    9642/  10000 (96.42%), best:    9645/10000 (96.45%), error:      1205.75024, best error:      1088.47278 on epoch:    53, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 55.8663711548s, input_fired_time: 0.8682475090, output_fired_time: 0.7496203184, propagate_forward_time: 20.5632667542, propagate_backward_time: 30.9976673126, weight_update_time: 0.1267385185, other_time: 2.6875705719
epoch time: 4.7124977112s, input_fired_time: 0.1137310863, output_fired_time: 0.0000000000, propagate_forward_time: 4.1353583336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4634084702
validation[          , genome  3903] predictions:    9608/  10000 (96.08%), best:    9645/10000 (96.45%), error:      1269.84827, best error:      1088.47278 on epoch:    53, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 56.7800559998s, input_fired_time: 0.8757460713, output_fired_time: 0.7612690926, propagate_forward_time: 20.9561939240, propagate_backward_time: 31.5164813995, weight_update_time: 0.1267303228, other_time: 2.6703624725
epoch time: 4.7547769547s, input_fired_time: 0.1140551791, output_fired_time: 0.0000000000, propagate_forward_time: 4.1686282158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4720935822
validation[          , genome  3903] predictions:    9674/  10000 (96.74%), best:    9645/10000 (96.45%), error:      1102.22607, best error:      1088.47278 on epoch:    53, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 56.6169013977s, input_fired_time: 0.8698004484, output_fired_time: 0.7588398457, propagate_forward_time: 20.8969841003, propagate_backward_time: 31.4705181122, weight_update_time: 0.1250324845, other_time: 2.6207599640
epoch time: 4.7823448181s, input_fired_time: 0.1129379943, output_fired_time: 0.0000000000, propagate_forward_time: 4.2134571075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4559497833
validation[          , genome  3903] predictions:    9654/  10000 (96.54%), best:    9645/10000 (96.45%), error:      1149.82166, best error:      1088.47278 on epoch:    53, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 56.3587646484s, input_fired_time: 0.8687319160, output_fired_time: 0.7584595680, propagate_forward_time: 20.7902297974, propagate_backward_time: 31.3126525879, weight_update_time: 0.1246557012, other_time: 2.6286888123
epoch time: 4.7835540771s, input_fired_time: 0.1142615080, output_fired_time: 0.0000000000, propagate_forward_time: 4.2075724602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4617199898
validation[          , genome  3903] predictions:    9594/  10000 (95.94%), best:    9645/10000 (96.45%), error:      1403.46936, best error:      1088.47278 on epoch:    53, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 56.4657249451s, input_fired_time: 0.8719719052, output_fired_time: 0.7547761798, propagate_forward_time: 20.8744506836, propagate_backward_time: 31.3395500183, weight_update_time: 0.1248221025, other_time: 2.6249771118
epoch time: 4.7370319366s, input_fired_time: 0.1115929484, output_fired_time: 0.0000000000, propagate_forward_time: 4.1793446541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4460945129
validation[          , genome  3903] predictions:    9660/  10000 (96.60%), best:    9645/10000 (96.45%), error:      1137.44763, best error:      1088.47278 on epoch:    53, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 56.8668441772s, input_fired_time: 0.8809145689, output_fired_time: 0.7638733387, propagate_forward_time: 21.0091247559, propagate_backward_time: 31.5298023224, weight_update_time: 0.1272141337, other_time: 2.6831302643
epoch time: 4.7760338783s, input_fired_time: 0.1148201004, output_fired_time: 0.0000000000, propagate_forward_time: 4.1926336288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4685802460
validation[          , genome  3903] predictions:    9642/  10000 (96.42%), best:    9645/10000 (96.45%), error:      1216.41724, best error:      1088.47278 on epoch:    53, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 56.4710578918s, input_fired_time: 0.8779735565, output_fired_time: 0.7562826872, propagate_forward_time: 20.8599739075, propagate_backward_time: 31.2791252136, weight_update_time: 0.1271537393, other_time: 2.6977043152
epoch time: 4.7178096771s, input_fired_time: 0.1114849448, output_fired_time: 0.0000000000, propagate_forward_time: 4.1558113098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4505133629
validation[          , genome  3903] predictions:    9649/  10000 (96.49%), best:    9645/10000 (96.45%), error:      1188.82141, best error:      1088.47278 on epoch:    53, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 56.5008430481s, input_fired_time: 0.8740297556, output_fired_time: 0.7611747980, propagate_forward_time: 20.8370075226, propagate_backward_time: 31.3537673950, weight_update_time: 0.1275433898, other_time: 2.6748657227
epoch time: 4.7440214157s, input_fired_time: 0.1167370379, output_fired_time: 0.0000000000, propagate_forward_time: 4.1556868553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4715976715
validation[          , genome  3903] predictions:    9624/  10000 (96.24%), best:    9645/10000 (96.45%), error:      1319.67273, best error:      1088.47278 on epoch:    53, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 56.5659065247s, input_fired_time: 0.8732420802, output_fired_time: 0.7596700191, propagate_forward_time: 20.8664283752, propagate_backward_time: 31.4024200439, weight_update_time: 0.1264000684, other_time: 2.6641464233
epoch time: 4.7432427406s, input_fired_time: 0.1130382866, output_fired_time: 0.0000000000, propagate_forward_time: 4.1720342636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4581704140
validation[          , genome  3903] predictions:    9600/  10000 (96.00%), best:    9645/10000 (96.45%), error:      1319.66125, best error:      1088.47278 on epoch:    53, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 56.1356010437s, input_fired_time: 0.8637059927, output_fired_time: 0.7528926730, propagate_forward_time: 20.7075843811, propagate_backward_time: 31.1973381042, weight_update_time: 0.1248989552, other_time: 2.6140823364
epoch time: 4.8009519577s, input_fired_time: 0.1133128032, output_fired_time: 0.0000000000, propagate_forward_time: 4.2104907036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4771485329
validation[          , genome  3903] predictions:    9615/  10000 (96.15%), best:    9645/10000 (96.45%), error:      1311.63989, best error:      1088.47278 on epoch:    53, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 56.7046279907s, input_fired_time: 0.8789029121, output_fired_time: 0.7623035312, propagate_forward_time: 20.8871593475, propagate_backward_time: 31.4980068207, weight_update_time: 0.1265045255, other_time: 2.6782550812
epoch time: 4.7922959328s, input_fired_time: 0.1148308292, output_fired_time: 0.0000000000, propagate_forward_time: 4.2131485939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4643163681
validation[          , genome  3903] predictions:    9677/  10000 (96.77%), best:    9645/10000 (96.45%), error:      1109.60913, best error:      1088.47278 on epoch:    53, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 56.3023910522s, input_fired_time: 0.8744619489, output_fired_time: 0.7545537949, propagate_forward_time: 20.7303371429, propagate_backward_time: 31.2940368652, weight_update_time: 0.1254605651, other_time: 2.6490020752
epoch time: 4.5359535217s, input_fired_time: 0.1077473611, output_fired_time: 0.0000000000, propagate_forward_time: 3.9936110973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4345948696
validation[          , genome  3903] predictions:    9652/  10000 (96.52%), best:    9645/10000 (96.45%), error:      1162.08887, best error:      1088.47278 on epoch:    53, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 56.2958259583s, input_fired_time: 0.8678233624, output_fired_time: 0.7575960159, propagate_forward_time: 20.7921485901, propagate_backward_time: 31.2618083954, weight_update_time: 0.1245420501, other_time: 2.6164493561
epoch time: 4.7394299507s, input_fired_time: 0.1105223596, output_fired_time: 0.0000000000, propagate_forward_time: 4.1735553741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4553523064
validation[          , genome  3903] predictions:    9635/  10000 (96.35%), best:    9645/10000 (96.45%), error:      1237.92151, best error:      1088.47278 on epoch:    53, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 56.4613723755s, input_fired_time: 0.8784808517, output_fired_time: 0.7560967207, propagate_forward_time: 20.8734111786, propagate_backward_time: 31.2949848175, weight_update_time: 0.1262950748, other_time: 2.6583995819
epoch time: 4.7378468513s, input_fired_time: 0.1139297485, output_fired_time: 0.0000000000, propagate_forward_time: 4.1540555954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4698615074
validation[          , genome  3903] predictions:    9639/  10000 (96.39%), best:    9645/10000 (96.45%), error:      1172.87878, best error:      1088.47278 on epoch:    53, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 56.5008392334s, input_fired_time: 0.8831321001, output_fired_time: 0.7584572434, propagate_forward_time: 20.8666343689, propagate_backward_time: 31.3153648376, weight_update_time: 0.1272745579, other_time: 2.6772499084
epoch time: 4.7607784271s, input_fired_time: 0.1115264073, output_fired_time: 0.0000000000, propagate_forward_time: 4.1918282509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4574236870
validation[          , genome  3903] predictions:    9627/  10000 (96.27%), best:    9645/10000 (96.45%), error:      1257.61755, best error:      1088.47278 on epoch:    53, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 56.5631752014s, input_fired_time: 0.8797038198, output_fired_time: 0.7572828531, propagate_forward_time: 20.9469470978, propagate_backward_time: 31.3179206848, weight_update_time: 0.1259576678, other_time: 2.6613197327
epoch time: 4.7283501625s, input_fired_time: 0.1148462147, output_fired_time: 0.0000000000, propagate_forward_time: 4.1481924057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4653115273
validation[          , genome  3903] predictions:    9596/  10000 (95.96%), best:    9645/10000 (96.45%), error:      1324.62195, best error:      1088.47278 on epoch:    53, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 56.6396598816s, input_fired_time: 0.8837319016, output_fired_time: 0.7600715756, propagate_forward_time: 20.9069442749, propagate_backward_time: 31.4148788452, weight_update_time: 0.1263545007, other_time: 2.6740341187
epoch time: 4.7056188583s, input_fired_time: 0.1123031229, output_fired_time: 0.0000000000, propagate_forward_time: 4.1292972565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4640183449
validation[          , genome  3903] predictions:    9614/  10000 (96.14%), best:    9645/10000 (96.45%), error:      1335.46301, best error:      1088.47278 on epoch:    53, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 56.5066871643s, input_fired_time: 0.8812524080, output_fired_time: 0.7567790151, propagate_forward_time: 20.8454074860, propagate_backward_time: 31.3326873779, weight_update_time: 0.1268516630, other_time: 2.6905593872
epoch time: 4.6836576462s, input_fired_time: 0.1117911264, output_fired_time: 0.0000000000, propagate_forward_time: 4.1072473526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4646191597
validation[          , genome  3903] predictions:    9655/  10000 (96.55%), best:    9645/10000 (96.45%), error:      1211.58850, best error:      1088.47278 on epoch:    53, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 56.4908218384s, input_fired_time: 0.8788590431, output_fired_time: 0.7591305971, propagate_forward_time: 20.8360595703, propagate_backward_time: 31.3785114288, weight_update_time: 0.1255998611, other_time: 2.6382579803
epoch time: 4.7395777702s, input_fired_time: 0.1112529859, output_fired_time: 0.0000000000, propagate_forward_time: 4.1710209846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4573040009
validation[          , genome  3903] predictions:    9575/  10000 (95.75%), best:    9645/10000 (96.45%), error:      1377.81628, best error:      1088.47278 on epoch:    53, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 55.8915061951s, input_fired_time: 0.8739831448, output_fired_time: 0.7522248030, propagate_forward_time: 20.6446666718, propagate_backward_time: 30.9479541779, weight_update_time: 0.1258486956, other_time: 2.6726818085
epoch time: 4.7913556099s, input_fired_time: 0.1132405773, output_fired_time: 0.0000000000, propagate_forward_time: 4.2088499069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4692649841
validation[          , genome  3903] predictions:    9656/  10000 (96.56%), best:    9645/10000 (96.45%), error:      1156.81421, best error:      1088.47278 on epoch:    53, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 56.6147956848s, input_fired_time: 0.8799440265, output_fired_time: 0.7609129548, propagate_forward_time: 20.8894786835, propagate_backward_time: 31.3786296844, weight_update_time: 0.1274666041, other_time: 2.7058277130
epoch time: 4.7721300125s, input_fired_time: 0.1155486628, output_fired_time: 0.0000000000, propagate_forward_time: 4.1919302940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4646511078
validation[          , genome  3903] predictions:    9660/  10000 (96.60%), best:    9645/10000 (96.45%), error:      1188.94067, best error:      1088.47278 on epoch:    53, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 56.4654464722s, input_fired_time: 0.8799358606, output_fired_time: 0.7597542405, propagate_forward_time: 20.8610572815, propagate_backward_time: 31.3372917175, weight_update_time: 0.1250862777, other_time: 2.6274070740
epoch time: 4.7662301064s, input_fired_time: 0.1144202128, output_fired_time: 0.0000000000, propagate_forward_time: 4.1803593636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4714503288
validation[          , genome  3903] predictions:    9656/  10000 (96.56%), best:    9645/10000 (96.45%), error:      1124.63318, best error:      1088.47278 on epoch:    53, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 23.7105827332s, input_fired_time: 0.5560674071, output_fired_time: 0.0000000000, propagate_forward_time: 20.6984920502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4560241699
best training[          , genome  3903] predictions:   49005/  50000 (98.01%), best:    9645/10000 (96.45%), error:      3433.60229, best error:      1088.47278 on epoch:    53, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 4.8022050858s, input_fired_time: 0.1128069013, output_fired_time: 0.0000000000, propagate_forward_time: 4.2125220299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4768762589
   testing[          , genome  3903] predictions:    9729/  10000 (97.29%), best:    9645/10000 (96.45%), error:       909.86322, best error:      1088.47278 on epoch:    53, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
17:01:47 (4804): called boinc_finish(0)

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