Nameexact_genome_1512568488_45_7023_0
Workunit2606310
Created7 Dec 2017, 23:16:46 UTC
Sent7 Dec 2017, 23:20:14 UTC
Report deadline19 Dec 2017, 22:17:19 UTC
Received8 Dec 2017, 9:40:23 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time3 hours 18 min 6 sec
CPU time3 hours 18 min 6 sec
Validate stateValid
Credit2,989.08
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.24 MB
Peak swap size153.89 MB
Peak disk usage1.49 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
566710

epoch time: 108.2507247925s, input_fired_time: 1.1794638634, output_fired_time: 0.7322791219, propagate_forward_time: 42.0924491882, propagate_backward_time: 62.2173995972, weight_update_time: 0.1022325456, other_time: 2.0291366577
epoch time: 8.8619356155s, input_fired_time: 0.1217620149, output_fired_time: 0.0000000000, propagate_forward_time: 8.3846101761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3555631638
validation[          , genome  7023] predictions:    9720/  10000 (97.20%), best:    9788/10000 (97.88%), error:       912.50446, best error:       691.48584 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 109.1861877441s, input_fired_time: 1.1957578659, output_fired_time: 0.7303767800, propagate_forward_time: 42.4005622864, propagate_backward_time: 62.7835159302, weight_update_time: 0.1024451703, other_time: 2.0759811401
epoch time: 8.8555917740s, input_fired_time: 0.1190471724, output_fired_time: 0.0000000000, propagate_forward_time: 8.3808021545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3557424545
validation[          , genome  7023] predictions:    9780/  10000 (97.80%), best:    9788/10000 (97.88%), error:       754.78760, best error:       691.48584 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 107.9862442017s, input_fired_time: 1.1908724308, output_fired_time: 0.7326254249, propagate_forward_time: 41.9901885986, propagate_backward_time: 62.0065994263, weight_update_time: 0.1020305008, other_time: 2.0659561157
epoch time: 8.8503265381s, input_fired_time: 0.1210950762, output_fired_time: 0.0000000000, propagate_forward_time: 8.3724431992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3567886353
validation[          , genome  7023] predictions:    9776/  10000 (97.76%), best:    9788/10000 (97.88%), error:       753.26306, best error:       691.48584 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 107.9805221558s, input_fired_time: 1.1924053431, output_fired_time: 0.7351263762, propagate_forward_time: 41.9645729065, propagate_backward_time: 62.0187301636, weight_update_time: 0.1020216346, other_time: 2.0696945190
epoch time: 8.8516960144s, input_fired_time: 0.1220828667, output_fired_time: 0.0000000000, propagate_forward_time: 8.3723974228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3572158813
validation[          , genome  7023] predictions:    9703/  10000 (97.03%), best:    9788/10000 (97.88%), error:       897.99658, best error:       691.48584 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 107.6575775146s, input_fired_time: 1.1830209494, output_fired_time: 0.7310142517, propagate_forward_time: 41.8515357971, propagate_backward_time: 61.8519477844, weight_update_time: 0.1017643660, other_time: 2.0400619507
epoch time: 8.8508863449s, input_fired_time: 0.1201818734, output_fired_time: 0.0000000000, propagate_forward_time: 8.3727226257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3579816818
validation[          , genome  7023] predictions:    9734/  10000 (97.34%), best:    9788/10000 (97.88%), error:       845.32220, best error:       691.48584 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 107.7738647461s, input_fired_time: 1.1935696602, output_fired_time: 0.7333439589, propagate_forward_time: 41.8966789246, propagate_backward_time: 61.8878860474, weight_update_time: 0.1017721295, other_time: 2.0623817444
epoch time: 8.8539323807s, input_fired_time: 0.1205193922, output_fired_time: 0.0000000000, propagate_forward_time: 8.3753013611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3581113815
validation[          , genome  7023] predictions:    9742/  10000 (97.42%), best:    9788/10000 (97.88%), error:       842.95581, best error:       691.48584 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 107.8057479858s, input_fired_time: 1.1931788921, output_fired_time: 0.7330318689, propagate_forward_time: 41.8995399475, propagate_backward_time: 61.9182128906, weight_update_time: 0.1016414240, other_time: 2.0617866516
epoch time: 8.8530845642s, input_fired_time: 0.1219870970, output_fired_time: 0.0000000000, propagate_forward_time: 8.3742980957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3567991257
validation[          , genome  7023] predictions:    9720/  10000 (97.20%), best:    9788/10000 (97.88%), error:       839.54858, best error:       691.48584 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 107.9577789307s, input_fired_time: 1.1951069832, output_fired_time: 0.7341037989, propagate_forward_time: 41.9566345215, propagate_backward_time: 62.0017623901, weight_update_time: 0.1018597484, other_time: 2.0701751709
epoch time: 8.8546648026s, input_fired_time: 0.1223049164, output_fired_time: 0.0000000000, propagate_forward_time: 8.3746738434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3576860428
validation[          , genome  7023] predictions:    9709/  10000 (97.09%), best:    9788/10000 (97.88%), error:       921.78961, best error:       691.48584 on epoch:    12, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 107.8646469116s, input_fired_time: 1.1934314966, output_fired_time: 0.7341095805, propagate_forward_time: 41.9362754822, propagate_backward_time: 61.9388504028, weight_update_time: 0.1014948562, other_time: 2.0619888306
epoch time: 8.8915948868s, input_fired_time: 0.1234675944, output_fired_time: 0.0000000000, propagate_forward_time: 8.4091014862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3590259552
validation[          , genome  7023] predictions:    9749/  10000 (97.49%), best:    9788/10000 (97.88%), error:       817.51733, best error:       691.48584 on epoch:    12, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 108.4432296753s, input_fired_time: 1.2023808956, output_fired_time: 0.7378380895, propagate_forward_time: 42.1179885864, propagate_backward_time: 62.2876167297, weight_update_time: 0.1040282920, other_time: 2.0974082947
epoch time: 8.8565721512s, input_fired_time: 0.1231752336, output_fired_time: 0.0000000000, propagate_forward_time: 8.3740844727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3593120575
validation[          , genome  7023] predictions:    9724/  10000 (97.24%), best:    9788/10000 (97.88%), error:       886.64966, best error:       691.48584 on epoch:    12, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 108.0450744629s, input_fired_time: 1.1947907209, output_fired_time: 0.7349277735, propagate_forward_time: 41.9626045227, propagate_backward_time: 62.0792922974, weight_update_time: 0.1019186601, other_time: 2.0734634399
epoch time: 8.8556194305s, input_fired_time: 0.1233020350, output_fired_time: 0.0000000000, propagate_forward_time: 8.3720655441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3602514267
validation[          , genome  7023] predictions:    9764/  10000 (97.64%), best:    9788/10000 (97.88%), error:       808.07471, best error:       691.48584 on epoch:    12, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 107.6424713135s, input_fired_time: 1.1850135326, output_fired_time: 0.7306338549, propagate_forward_time: 41.8513031006, propagate_backward_time: 61.8402938843, weight_update_time: 0.1018335819, other_time: 2.0352249146
epoch time: 8.8492832184s, input_fired_time: 0.1209717840, output_fired_time: 0.0000000000, propagate_forward_time: 8.3713884354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3569231033
validation[          , genome  7023] predictions:    9762/  10000 (97.62%), best:    9788/10000 (97.88%), error:       785.04901, best error:       691.48584 on epoch:    12, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 107.7426223755s, input_fired_time: 1.1915506124, output_fired_time: 0.7339479923, propagate_forward_time: 41.8821411133, propagate_backward_time: 61.8698577881, weight_update_time: 0.1020648032, other_time: 2.0651245117
epoch time: 8.8559017181s, input_fired_time: 0.1234358847, output_fired_time: 0.0000000000, propagate_forward_time: 8.3740568161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3584089279
validation[          , genome  7023] predictions:    9716/  10000 (97.16%), best:    9788/10000 (97.88%), error:       848.91650, best error:       691.48584 on epoch:    12, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 107.8483276367s, input_fired_time: 1.1909134388, output_fired_time: 0.7338564992, propagate_forward_time: 41.9061050415, propagate_backward_time: 61.9503135681, weight_update_time: 0.1024427265, other_time: 2.0671424866
epoch time: 8.8641443253s, input_fired_time: 0.1227046698, output_fired_time: 0.0000000000, propagate_forward_time: 8.3825407028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3588991165
validation[          , genome  7023] predictions:    9729/  10000 (97.29%), best:    9788/10000 (97.88%), error:       882.19763, best error:       691.48584 on epoch:    12, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 108.1479034424s, input_fired_time: 1.1960383654, output_fired_time: 0.7355943322, propagate_forward_time: 42.0104827881, propagate_backward_time: 62.1263580322, weight_update_time: 0.1030302495, other_time: 2.0794296265
epoch time: 8.8672027588s, input_fired_time: 0.1237418875, output_fired_time: 0.0000000000, propagate_forward_time: 8.3860940933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3573665619
validation[          , genome  7023] predictions:    9803/  10000 (98.03%), best:    9803/10000 (98.03%), error:       657.85913, best error:       657.85913 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 107.9903411865s, input_fired_time: 1.2063562870, output_fired_time: 0.7345457673, propagate_forward_time: 41.9165534973, propagate_backward_time: 62.0864181519, weight_update_time: 0.1022409797, other_time: 2.0464706421
epoch time: 8.8493499756s, input_fired_time: 0.1221777052, output_fired_time: 0.0000000000, propagate_forward_time: 8.3697738647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3573980331
validation[          , genome  7023] predictions:    9765/  10000 (97.65%), best:    9803/10000 (98.03%), error:       745.84277, best error:       657.85913 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 107.7117767334s, input_fired_time: 1.2008324862, output_fired_time: 0.7317199111, propagate_forward_time: 41.8518638611, propagate_backward_time: 61.8770027161, weight_update_time: 0.1023020744, other_time: 2.0503540039
epoch time: 8.8583660126s, input_fired_time: 0.1227276474, output_fired_time: 0.0000000000, propagate_forward_time: 8.3765897751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3590488434
validation[          , genome  7023] predictions:    9786/  10000 (97.86%), best:    9803/10000 (98.03%), error:       732.33856, best error:       657.85913 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 107.7900238037s, input_fired_time: 1.2061121464, output_fired_time: 0.7341918945, propagate_forward_time: 41.8741798401, propagate_backward_time: 61.9052238464, weight_update_time: 0.1024927422, other_time: 2.0703125000
epoch time: 8.8680801392s, input_fired_time: 0.1281549931, output_fired_time: 0.0000000000, propagate_forward_time: 8.3776426315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3622827530
validation[          , genome  7023] predictions:    9751/  10000 (97.51%), best:    9803/10000 (98.03%), error:       804.89880, best error:       657.85913 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 108.6217041016s, input_fired_time: 1.2064956427, output_fired_time: 0.7389505506, propagate_forward_time: 42.2161254883, propagate_backward_time: 62.3876953125, weight_update_time: 0.1031115353, other_time: 2.0724334717
epoch time: 8.8543758392s, input_fired_time: 0.1239309311, output_fired_time: 0.0000000000, propagate_forward_time: 8.3735771179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3568677902
validation[          , genome  7023] predictions:    9794/  10000 (97.94%), best:    9803/10000 (98.03%), error:       664.82031, best error:       657.85913 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 108.3038406372s, input_fired_time: 1.2001618147, output_fired_time: 0.7371733785, propagate_forward_time: 42.0903587341, propagate_backward_time: 62.2161483765, weight_update_time: 0.1025371999, other_time: 2.0599899292
epoch time: 8.9119338989s, input_fired_time: 0.1264684647, output_fired_time: 0.0000000000, propagate_forward_time: 8.4243030548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3611621857
validation[          , genome  7023] predictions:    9810/  10000 (98.10%), best:    9803/10000 (98.03%), error:       659.04071, best error:       657.85913 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 107.8600540161s, input_fired_time: 1.2018934488, output_fired_time: 0.7331900001, propagate_forward_time: 41.9463310242, propagate_backward_time: 61.9259605408, weight_update_time: 0.1024233326, other_time: 2.0526733398
epoch time: 8.8534221649s, input_fired_time: 0.1237731501, output_fired_time: 0.0000000000, propagate_forward_time: 8.3720903397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3575582504
validation[          , genome  7023] predictions:    9789/  10000 (97.89%), best:    9803/10000 (98.03%), error:       680.98090, best error:       657.85913 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 107.7725067139s, input_fired_time: 1.1957240105, output_fired_time: 0.7324460745, propagate_forward_time: 41.8832130432, propagate_backward_time: 61.9219474792, weight_update_time: 0.1023546755, other_time: 2.0391769409
epoch time: 8.8490972519s, input_fired_time: 0.1229252145, output_fired_time: 0.0000000000, propagate_forward_time: 8.3710527420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3551197052
validation[          , genome  7023] predictions:    9726/  10000 (97.26%), best:    9803/10000 (98.03%), error:       869.79974, best error:       657.85913 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 107.6900558472s, input_fired_time: 1.1937476397, output_fired_time: 0.7308940887, propagate_forward_time: 41.8591346741, propagate_backward_time: 61.8718948364, weight_update_time: 0.1022753716, other_time: 2.0343818665
epoch time: 8.8433570862s, input_fired_time: 0.1220719740, output_fired_time: 0.0000000000, propagate_forward_time: 8.3680877686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3531970978
validation[          , genome  7023] predictions:    9782/  10000 (97.82%), best:    9803/10000 (98.03%), error:       703.20227, best error:       657.85913 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 107.6952514648s, input_fired_time: 1.1940617561, output_fired_time: 0.7316186428, propagate_forward_time: 41.8515243530, propagate_backward_time: 61.8844947815, weight_update_time: 0.1021419168, other_time: 2.0335502625
epoch time: 8.9318609238s, input_fired_time: 0.1243785694, output_fired_time: 0.0000000000, propagate_forward_time: 8.4407520294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3667306900
validation[          , genome  7023] predictions:    9765/  10000 (97.65%), best:    9803/10000 (98.03%), error:       775.46637, best error:       657.85913 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 107.8582229614s, input_fired_time: 1.1994851828, output_fired_time: 0.7328882217, propagate_forward_time: 41.9078712463, propagate_backward_time: 61.9492683411, weight_update_time: 0.1027484238, other_time: 2.0687065125
epoch time: 8.8649721146s, input_fired_time: 0.1232865676, output_fired_time: 0.0000000000, propagate_forward_time: 8.3821783066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3595075607
validation[          , genome  7023] predictions:    9779/  10000 (97.79%), best:    9803/10000 (98.03%), error:       744.10266, best error:       657.85913 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 109.0152816772s, input_fired_time: 1.2120128870, output_fired_time: 0.7447451949, propagate_forward_time: 42.3773384094, propagate_backward_time: 62.5493507385, weight_update_time: 0.1076098308, other_time: 2.1318321228
epoch time: 8.8705062866s, input_fired_time: 0.1221586317, output_fired_time: 0.0000000000, propagate_forward_time: 8.3924255371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3559217453
validation[          , genome  7023] predictions:    9819/  10000 (98.19%), best:    9803/10000 (98.03%), error:       662.65527, best error:       657.85913 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 108.7931213379s, input_fired_time: 1.1944521666, output_fired_time: 0.7390865684, propagate_forward_time: 42.2923851013, propagate_backward_time: 62.5115966797, weight_update_time: 0.1041024998, other_time: 2.0556030273
epoch time: 8.8413257599s, input_fired_time: 0.1210872680, output_fired_time: 0.0000000000, propagate_forward_time: 8.3666334152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3536052704
validation[          , genome  7023] predictions:    9778/  10000 (97.78%), best:    9803/10000 (98.03%), error:       760.64191, best error:       657.85913 on epoch:    28, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 107.6970443726s, input_fired_time: 1.1942363977, output_fired_time: 0.7324119210, propagate_forward_time: 41.8557014465, propagate_backward_time: 61.8687324524, weight_update_time: 0.1029177159, other_time: 2.0459594727
epoch time: 8.8520555496s, input_fired_time: 0.1231973171, output_fired_time: 0.0000000000, propagate_forward_time: 8.3733177185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3555402756
validation[          , genome  7023] predictions:    9798/  10000 (97.98%), best:    9803/10000 (98.03%), error:       743.86877, best error:       657.85913 on epoch:    28, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 108.2181472778s, input_fired_time: 1.2019090652, output_fired_time: 0.7351344228, propagate_forward_time: 42.0486793518, propagate_backward_time: 62.1833381653, weight_update_time: 0.1025717780, other_time: 2.0490837097
epoch time: 8.8749132156s, input_fired_time: 0.1233275086, output_fired_time: 0.0000000000, propagate_forward_time: 8.3892726898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3623132706
validation[          , genome  7023] predictions:    9738/  10000 (97.38%), best:    9803/10000 (98.03%), error:       844.95026, best error:       657.85913 on epoch:    28, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 108.5201263428s, input_fired_time: 1.2111825943, output_fired_time: 0.7376045585, propagate_forward_time: 42.1449203491, propagate_backward_time: 62.3672637939, weight_update_time: 0.1031249166, other_time: 2.0591583252
epoch time: 8.8590269089s, input_fired_time: 0.1272881478, output_fired_time: 0.0000000000, propagate_forward_time: 8.3725309372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3592081070
validation[          , genome  7023] predictions:    9763/  10000 (97.63%), best:    9803/10000 (98.03%), error:       742.99939, best error:       657.85913 on epoch:    28, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 108.1074295044s, input_fired_time: 1.2125569582, output_fired_time: 0.7375004292, propagate_forward_time: 41.9710235596, propagate_backward_time: 62.1046142578, weight_update_time: 0.1028177142, other_time: 2.0817337036
epoch time: 8.8666324615s, input_fired_time: 0.1271843463, output_fired_time: 0.0000000000, propagate_forward_time: 8.3798007965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3596477509
validation[          , genome  7023] predictions:    9800/  10000 (98.00%), best:    9803/10000 (98.03%), error:       706.98407, best error:       657.85913 on epoch:    28, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 108.0800933838s, input_fired_time: 1.2125105858, output_fired_time: 0.7367827892, propagate_forward_time: 41.9743652344, propagate_backward_time: 62.0927391052, weight_update_time: 0.1027742550, other_time: 2.0636940002
epoch time: 8.8505258560s, input_fired_time: 0.1235352978, output_fired_time: 0.0000000000, propagate_forward_time: 8.3717918396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3551988602
validation[          , genome  7023] predictions:    9804/  10000 (98.04%), best:    9804/10000 (98.04%), error:       635.01550, best error:       635.01550 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 107.7812118530s, input_fired_time: 1.1958998442, output_fired_time: 0.7368869781, propagate_forward_time: 41.9003143311, propagate_backward_time: 61.8949584961, weight_update_time: 0.1024704427, other_time: 2.0531539917
epoch time: 8.8535480499s, input_fired_time: 0.1245356873, output_fired_time: 0.0000000000, propagate_forward_time: 8.3690290451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3599834442
validation[          , genome  7023] predictions:    9787/  10000 (97.87%), best:    9804/10000 (98.04%), error:       703.58759, best error:       635.01550 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 107.7439422607s, input_fired_time: 1.2058609724, output_fired_time: 0.7365264893, propagate_forward_time: 41.8493461609, propagate_backward_time: 61.8622245789, weight_update_time: 0.1025431007, other_time: 2.0899810791
epoch time: 8.8590421677s, input_fired_time: 0.1262265444, output_fired_time: 0.0000000000, propagate_forward_time: 8.3680181503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3647975922
validation[          , genome  7023] predictions:    9775/  10000 (97.75%), best:    9804/10000 (98.04%), error:       713.70648, best error:       635.01550 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 107.9810638428s, input_fired_time: 1.2242912054, output_fired_time: 0.7383907437, propagate_forward_time: 41.9088249207, propagate_backward_time: 62.0121154785, weight_update_time: 0.1025874987, other_time: 2.0974426270
epoch time: 8.8587751389s, input_fired_time: 0.1264065504, output_fired_time: 0.0000000000, propagate_forward_time: 8.3709812164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3613872528
validation[          , genome  7023] predictions:    9780/  10000 (97.80%), best:    9804/10000 (98.04%), error:       727.36230, best error:       635.01550 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 107.9898986816s, input_fired_time: 1.2168842554, output_fired_time: 0.7384129763, propagate_forward_time: 41.9350738525, propagate_backward_time: 62.0105705261, weight_update_time: 0.1025767401, other_time: 2.0889625549
epoch time: 8.8548812866s, input_fired_time: 0.1263156384, output_fired_time: 0.0000000000, propagate_forward_time: 8.3691244125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3594408035
validation[          , genome  7023] predictions:    9765/  10000 (97.65%), best:    9804/10000 (98.04%), error:       720.88702, best error:       635.01550 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 107.7689590454s, input_fired_time: 1.2188578844, output_fired_time: 0.7369214892, propagate_forward_time: 41.8492813110, propagate_backward_time: 61.8810272217, weight_update_time: 0.1022958234, other_time: 2.0828704834
epoch time: 8.8607044220s, input_fired_time: 0.1272580773, output_fired_time: 0.0000000000, propagate_forward_time: 8.3717870712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616590500
validation[          , genome  7023] predictions:    9800/  10000 (98.00%), best:    9804/10000 (98.04%), error:       725.50037, best error:       635.01550 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 108.1512985229s, input_fired_time: 1.2206963301, output_fired_time: 0.7395104766, propagate_forward_time: 42.0046806335, propagate_backward_time: 62.1004524231, weight_update_time: 0.1027275771, other_time: 2.0859642029
epoch time: 9.0903902054s, input_fired_time: 0.1317367852, output_fired_time: 0.0000000000, propagate_forward_time: 8.5767278671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3819255829
validation[          , genome  7023] predictions:    9793/  10000 (97.93%), best:    9804/10000 (98.04%), error:       728.33307, best error:       635.01550 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 107.9227371216s, input_fired_time: 1.2253928185, output_fired_time: 0.7403212786, propagate_forward_time: 41.8937873840, propagate_backward_time: 61.9650459290, weight_update_time: 0.1026328504, other_time: 2.0981864929
epoch time: 8.8873147964s, input_fired_time: 0.1308337450, output_fired_time: 0.0000000000, propagate_forward_time: 8.3901920319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3662891388
validation[          , genome  7023] predictions:    9812/  10000 (98.12%), best:    9812/10000 (98.12%), error:       611.01300, best error:       611.01300 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 107.9302368164s, input_fired_time: 1.2254801989, output_fired_time: 0.7401167154, propagate_forward_time: 41.8968276978, propagate_backward_time: 61.9577331543, weight_update_time: 0.1028252020, other_time: 2.1100769043
epoch time: 8.8789157867s, input_fired_time: 0.1289091557, output_fired_time: 0.0000000000, propagate_forward_time: 8.3766479492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3733587265
validation[          , genome  7023] predictions:    9777/  10000 (97.77%), best:    9812/10000 (98.12%), error:       712.61200, best error:       611.01300 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 107.8440780640s, input_fired_time: 1.2243090868, output_fired_time: 0.7394994497, propagate_forward_time: 41.8737983704, propagate_backward_time: 61.9008865356, weight_update_time: 0.1027645171, other_time: 2.1055831909
epoch time: 8.8659162521s, input_fired_time: 0.1279682368, output_fired_time: 0.0000000000, propagate_forward_time: 8.3739337921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3640146255
validation[          , genome  7023] predictions:    9792/  10000 (97.92%), best:    9812/10000 (98.12%), error:       705.58923, best error:       611.01300 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 107.8008651733s, input_fired_time: 1.2221018076, output_fired_time: 0.7392932177, propagate_forward_time: 41.8622665405, propagate_backward_time: 61.8824539185, weight_update_time: 0.1026868373, other_time: 2.0947494507
epoch time: 8.8635282516s, input_fired_time: 0.1273855418, output_fired_time: 0.0000000000, propagate_forward_time: 8.3733720779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3627710342
validation[          , genome  7023] predictions:    9801/  10000 (98.01%), best:    9812/10000 (98.12%), error:       684.46082, best error:       611.01300 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 108.1249237061s, input_fired_time: 1.2220767736, output_fired_time: 0.7407849431, propagate_forward_time: 41.9881553650, propagate_backward_time: 62.0744514465, weight_update_time: 0.1029707119, other_time: 2.0994529724
epoch time: 8.8632555008s, input_fired_time: 0.1277804822, output_fired_time: 0.0000000000, propagate_forward_time: 8.3737802505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616943359
validation[          , genome  7023] predictions:    9785/  10000 (97.85%), best:    9812/10000 (98.12%), error:       744.18958, best error:       611.01300 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 108.0299835205s, input_fired_time: 1.2234793901, output_fired_time: 0.7400143743, propagate_forward_time: 41.9646720886, propagate_backward_time: 62.0064353943, weight_update_time: 0.1024663225, other_time: 2.0953865051
epoch time: 8.8617382050s, input_fired_time: 0.1270297915, output_fired_time: 0.0000000000, propagate_forward_time: 8.3733568192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3613519669
validation[          , genome  7023] predictions:    9811/  10000 (98.11%), best:    9812/10000 (98.12%), error:       662.21313, best error:       611.01300 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 107.9244461060s, input_fired_time: 1.2246520519, output_fired_time: 0.7398294210, propagate_forward_time: 41.8940963745, propagate_backward_time: 61.9683418274, weight_update_time: 0.1023602933, other_time: 2.0975227356
epoch time: 8.8609724045s, input_fired_time: 0.1267941892, output_fired_time: 0.0000000000, propagate_forward_time: 8.3729915619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3611869812
validation[          , genome  7023] predictions:    9772/  10000 (97.72%), best:    9812/10000 (98.12%), error:       753.69232, best error:       611.01300 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 107.7858963013s, input_fired_time: 1.2153689861, output_fired_time: 0.7416236401, propagate_forward_time: 41.8565979004, propagate_backward_time: 61.8988800049, weight_update_time: 0.1020838171, other_time: 2.0734252930
epoch time: 9.0969896317s, input_fired_time: 0.1287089139, output_fired_time: 0.0000000000, propagate_forward_time: 8.5978631973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3704175949
validation[          , genome  7023] predictions:    9779/  10000 (97.79%), best:    9812/10000 (98.12%), error:       750.95105, best error:       611.01300 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 107.8078689575s, input_fired_time: 1.2143026590, output_fired_time: 0.7372506857, propagate_forward_time: 41.8621635437, propagate_backward_time: 61.9297065735, weight_update_time: 0.1021089256, other_time: 2.0644454956
epoch time: 8.8625869751s, input_fired_time: 0.1271931380, output_fired_time: 0.0000000000, propagate_forward_time: 8.3751316071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3602619171
validation[          , genome  7023] predictions:    9771/  10000 (97.71%), best:    9812/10000 (98.12%), error:       732.64868, best error:       611.01300 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 107.7522888184s, input_fired_time: 1.2133421898, output_fired_time: 0.7362452745, propagate_forward_time: 41.8579483032, propagate_backward_time: 61.8823776245, weight_update_time: 0.1021487340, other_time: 2.0623779297
epoch time: 8.8794898987s, input_fired_time: 0.1278074831, output_fired_time: 0.0000000000, propagate_forward_time: 8.3895530701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3621292114
validation[          , genome  7023] predictions:    9790/  10000 (97.90%), best:    9812/10000 (98.12%), error:       730.01221, best error:       611.01300 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 108.9927749634s, input_fired_time: 1.2218685150, output_fired_time: 0.7491203547, propagate_forward_time: 42.2983093262, propagate_backward_time: 62.6337394714, weight_update_time: 0.1030091196, other_time: 2.0897331238
epoch time: 8.9681549072s, input_fired_time: 0.1308781505, output_fired_time: 0.0000000000, propagate_forward_time: 8.4705905914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3666858673
validation[          , genome  7023] predictions:    9797/  10000 (97.97%), best:    9812/10000 (98.12%), error:       702.74817, best error:       611.01300 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 108.8485794067s, input_fired_time: 1.2250401974, output_fired_time: 0.7525845766, propagate_forward_time: 42.2142448425, propagate_backward_time: 62.5584030151, weight_update_time: 0.1031404585, other_time: 2.0983047485
epoch time: 9.0291652679s, input_fired_time: 0.1308240891, output_fired_time: 0.0000000000, propagate_forward_time: 8.5202550888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3780860901
validation[          , genome  7023] predictions:    9807/  10000 (98.07%), best:    9812/10000 (98.12%), error:       670.07007, best error:       611.01300 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 109.9036331177s, input_fired_time: 1.2346690893, output_fired_time: 0.7592455745, propagate_forward_time: 42.6480751038, propagate_backward_time: 63.1736412048, weight_update_time: 0.1039311364, other_time: 2.0880012512
epoch time: 9.5569610596s, input_fired_time: 0.1369000822, output_fired_time: 0.0000000000, propagate_forward_time: 9.0396432877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3804178238
validation[          , genome  7023] predictions:    9786/  10000 (97.86%), best:    9812/10000 (98.12%), error:       697.87732, best error:       611.01300 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 110.4791946411s, input_fired_time: 1.2459703684, output_fired_time: 0.7636731267, propagate_forward_time: 42.8005638123, propagate_backward_time: 63.5615730286, weight_update_time: 0.1040653959, other_time: 2.1074180603
epoch time: 9.3255567551s, input_fired_time: 0.1337421387, output_fired_time: 0.0000000000, propagate_forward_time: 8.8128643036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3789501190
validation[          , genome  7023] predictions:    9811/  10000 (98.11%), best:    9812/10000 (98.12%), error:       625.88330, best error:       611.01300 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 108.1940078735s, input_fired_time: 1.2311207056, output_fired_time: 0.7415208220, propagate_forward_time: 41.9592170715, propagate_backward_time: 62.1882133484, weight_update_time: 0.1023676172, other_time: 2.0739326477
epoch time: 8.8756484985s, input_fired_time: 0.1279266477, output_fired_time: 0.0000000000, propagate_forward_time: 8.3871908188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3605308533
validation[          , genome  7023] predictions:    9793/  10000 (97.93%), best:    9812/10000 (98.12%), error:       686.49310, best error:       611.01300 on epoch:    52, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 108.9124526978s, input_fired_time: 1.2385770082, output_fired_time: 0.7471472025, propagate_forward_time: 42.2961807251, propagate_backward_time: 62.5557289124, weight_update_time: 0.1026335135, other_time: 2.0748176575
epoch time: 8.8685789108s, input_fired_time: 0.1298912466, output_fired_time: 0.0000000000, propagate_forward_time: 8.3784055710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3602819443
validation[          , genome  7023] predictions:    9797/  10000 (97.97%), best:    9812/10000 (98.12%), error:       646.77667, best error:       611.01300 on epoch:    52, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 108.2248535156s, input_fired_time: 1.2364987135, output_fired_time: 0.7396159768, propagate_forward_time: 41.9829635620, propagate_backward_time: 62.1894302368, weight_update_time: 0.1022859961, other_time: 2.0763473511
epoch time: 8.9074249268s, input_fired_time: 0.1324368119, output_fired_time: 0.0000000000, propagate_forward_time: 8.4109821320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3640060425
validation[          , genome  7023] predictions:    9802/  10000 (98.02%), best:    9812/10000 (98.12%), error:       694.38269, best error:       611.01300 on epoch:    52, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 108.1601715088s, input_fired_time: 1.2258288860, output_fired_time: 0.7357816696, propagate_forward_time: 41.9971733093, propagate_backward_time: 62.1466827393, weight_update_time: 0.1024834886, other_time: 2.0547027588
epoch time: 8.8557319641s, input_fired_time: 0.1282555163, output_fired_time: 0.0000000000, propagate_forward_time: 8.3721733093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3553028107
validation[          , genome  7023] predictions:    9815/  10000 (98.15%), best:    9812/10000 (98.12%), error:       646.14490, best error:       611.01300 on epoch:    52, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 107.6997222900s, input_fired_time: 1.2236118317, output_fired_time: 0.7327209711, propagate_forward_time: 41.8436889648, propagate_backward_time: 61.8668136597, weight_update_time: 0.1021217108, other_time: 2.0328903198
epoch time: 9.0138111115s, input_fired_time: 0.1294543743, output_fired_time: 0.0000000000, propagate_forward_time: 8.5251264572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3592300415
validation[          , genome  7023] predictions:    9736/  10000 (97.36%), best:    9812/10000 (98.12%), error:       885.13696, best error:       611.01300 on epoch:    52, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 107.7689285278s, input_fired_time: 1.2239366770, output_fired_time: 0.7340363264, propagate_forward_time: 41.8493576050, propagate_backward_time: 61.9268760681, weight_update_time: 0.1020336598, other_time: 2.0347175598
epoch time: 8.9801788330s, input_fired_time: 0.1294193268, output_fired_time: 0.0000000000, propagate_forward_time: 8.4880294800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3627300262
validation[          , genome  7023] predictions:    9804/  10000 (98.04%), best:    9812/10000 (98.12%), error:       690.79144, best error:       611.01300 on epoch:    52, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 107.9442062378s, input_fired_time: 1.2309401035, output_fired_time: 0.7355705500, propagate_forward_time: 41.9245071411, propagate_backward_time: 61.9954910278, weight_update_time: 0.1024354398, other_time: 2.0576934814
epoch time: 8.8791627884s, input_fired_time: 0.1281401813, output_fired_time: 0.0000000000, propagate_forward_time: 8.3949642181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3560581207
validation[          , genome  7023] predictions:    9816/  10000 (98.16%), best:    9812/10000 (98.12%), error:       642.08264, best error:       611.01300 on epoch:    52, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 108.7495803833s, input_fired_time: 1.2347030640, output_fired_time: 0.7387055159, propagate_forward_time: 42.2452163696, propagate_backward_time: 62.4641456604, weight_update_time: 0.1031204462, other_time: 2.0668067932
epoch time: 8.9119682312s, input_fired_time: 0.1290886253, output_fired_time: 0.0000000000, propagate_forward_time: 8.4170579910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3658218384
validation[          , genome  7023] predictions:    9775/  10000 (97.75%), best:    9812/10000 (98.12%), error:       764.89355, best error:       611.01300 on epoch:    52, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 107.7868957520s, input_fired_time: 1.2231365442, output_fired_time: 0.7335268855, propagate_forward_time: 41.8766098022, propagate_backward_time: 61.9162979126, weight_update_time: 0.1022401676, other_time: 2.0373229980
epoch time: 8.9496173859s, input_fired_time: 0.1319589764, output_fired_time: 0.0000000000, propagate_forward_time: 8.4511518478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3665065765
validation[          , genome  7023] predictions:    9805/  10000 (98.05%), best:    9812/10000 (98.12%), error:       649.29083, best error:       611.01300 on epoch:    52, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 107.8298568726s, input_fired_time: 1.2292267084, output_fired_time: 0.7342691422, propagate_forward_time: 41.8818740845, propagate_backward_time: 61.9392585754, weight_update_time: 0.1024999619, other_time: 2.0452308655
epoch time: 8.9650554657s, input_fired_time: 0.1305057853, output_fired_time: 0.0000000000, propagate_forward_time: 8.4746456146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3599042892
validation[          , genome  7023] predictions:    9767/  10000 (97.67%), best:    9812/10000 (98.12%), error:       764.79681, best error:       611.01300 on epoch:    52, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 108.0386962891s, input_fired_time: 1.2181715965, output_fired_time: 0.7398545742, propagate_forward_time: 41.8817825317, propagate_backward_time: 62.1592712402, weight_update_time: 0.1022566482, other_time: 2.0396194458
epoch time: 9.0832471848s, input_fired_time: 0.1305863708, output_fired_time: 0.0000000000, propagate_forward_time: 8.5855073929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671531677
validation[          , genome  7023] predictions:    9787/  10000 (97.87%), best:    9812/10000 (98.12%), error:       715.88403, best error:       611.01300 on epoch:    52, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 107.8589859009s, input_fired_time: 1.2313736677, output_fired_time: 0.7342976332, propagate_forward_time: 41.8979110718, propagate_backward_time: 61.9599685669, weight_update_time: 0.1021693721, other_time: 2.0354309082
epoch time: 8.8567247391s, input_fired_time: 0.1279221624, output_fired_time: 0.0000000000, propagate_forward_time: 8.3697757721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3590269089
validation[          , genome  7023] predictions:    9812/  10000 (98.12%), best:    9812/10000 (98.12%), error:       696.13824, best error:       611.01300 on epoch:    52, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 107.8536911011s, input_fired_time: 1.2357286215, output_fired_time: 0.7370721102, propagate_forward_time: 41.8557739258, propagate_backward_time: 61.9621582031, weight_update_time: 0.1028523222, other_time: 2.0629577637
epoch time: 8.8608846664s, input_fired_time: 0.1293717325, output_fired_time: 0.0000000000, propagate_forward_time: 8.3723611832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3591518402
validation[          , genome  7023] predictions:    9789/  10000 (97.89%), best:    9812/10000 (98.12%), error:       710.32764, best error:       611.01300 on epoch:    52, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 108.5453491211s, input_fired_time: 1.2387224436, output_fired_time: 0.7395995855, propagate_forward_time: 42.1647186279, propagate_backward_time: 62.3284339905, weight_update_time: 0.1031427979, other_time: 2.0738716125
epoch time: 8.8855857849s, input_fired_time: 0.1292115897, output_fired_time: 0.0000000000, propagate_forward_time: 8.3950567245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3613176346
validation[          , genome  7023] predictions:    9816/  10000 (98.16%), best:    9812/10000 (98.12%), error:       633.07745, best error:       611.01300 on epoch:    52, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 108.1811447144s, input_fired_time: 1.2365626097, output_fired_time: 0.7358290553, propagate_forward_time: 42.0195503235, propagate_backward_time: 62.1321716309, weight_update_time: 0.1028350964, other_time: 2.0570220947
epoch time: 8.8512954712s, input_fired_time: 0.1283168495, output_fired_time: 0.0000000000, propagate_forward_time: 8.3694257736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3535528183
validation[          , genome  7023] predictions:    9809/  10000 (98.09%), best:    9812/10000 (98.12%), error:       653.76746, best error:       611.01300 on epoch:    52, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 107.7309341431s, input_fired_time: 1.2285139561, output_fired_time: 0.7331121564, propagate_forward_time: 41.8614807129, propagate_backward_time: 61.8702430725, weight_update_time: 0.1024997383, other_time: 2.0375862122
epoch time: 8.8550643921s, input_fired_time: 0.1285167038, output_fired_time: 0.0000000000, propagate_forward_time: 8.3724880219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3540592194
validation[          , genome  7023] predictions:    9795/  10000 (97.95%), best:    9812/10000 (98.12%), error:       661.20941, best error:       611.01300 on epoch:    52, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 107.8293838501s, input_fired_time: 1.2326838970, output_fired_time: 0.7341944575, propagate_forward_time: 41.8729591370, propagate_backward_time: 61.9288101196, weight_update_time: 0.1025967076, other_time: 2.0607414246
epoch time: 9.0825014114s, input_fired_time: 0.1328225434, output_fired_time: 0.0000000000, propagate_forward_time: 8.5779285431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3717498779
validation[          , genome  7023] predictions:    9811/  10000 (98.11%), best:    9812/10000 (98.12%), error:       644.08490, best error:       611.01300 on epoch:    52, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 108.5619888306s, input_fired_time: 1.2417618036, output_fired_time: 0.7399811745, propagate_forward_time: 42.1651954651, propagate_backward_time: 62.3289947510, weight_update_time: 0.1033141389, other_time: 2.0860595703
epoch time: 8.9060811996s, input_fired_time: 0.1312146485, output_fired_time: 0.0000000000, propagate_forward_time: 8.4124679565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3623981476
validation[          , genome  7023] predictions:    9783/  10000 (97.83%), best:    9812/10000 (98.12%), error:       704.79791, best error:       611.01300 on epoch:    52, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 108.0907363892s, input_fired_time: 1.2335102558, output_fired_time: 0.7368507385, propagate_forward_time: 41.9870071411, propagate_backward_time: 62.0648231506, weight_update_time: 0.1027267203, other_time: 2.0685462952
epoch time: 8.8817739487s, input_fired_time: 0.1305674911, output_fired_time: 0.0000000000, propagate_forward_time: 8.3901643753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3610420227
validation[          , genome  7023] predictions:    9789/  10000 (97.89%), best:    9812/10000 (98.12%), error:       693.16254, best error:       611.01300 on epoch:    52, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 107.8974075317s, input_fired_time: 1.2262375355, output_fired_time: 0.7356652021, propagate_forward_time: 41.9097595215, propagate_backward_time: 61.9741516113, weight_update_time: 0.1024035364, other_time: 2.0515975952
epoch time: 8.9124860764s, input_fired_time: 0.1296097785, output_fired_time: 0.0000000000, propagate_forward_time: 8.4245004654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3583755493
validation[          , genome  7023] predictions:    9812/  10000 (98.12%), best:    9812/10000 (98.12%), error:       642.17938, best error:       611.01300 on epoch:    52, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 107.9284515381s, input_fired_time: 1.2159414291, output_fired_time: 0.7354987264, propagate_forward_time: 41.8917045593, propagate_backward_time: 62.0470657349, weight_update_time: 0.1021762118, other_time: 2.0382461548
epoch time: 8.8536539078s, input_fired_time: 0.1288835406, output_fired_time: 0.0000000000, propagate_forward_time: 8.3698873520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3548831940
validation[          , genome  7023] predictions:    9809/  10000 (98.09%), best:    9812/10000 (98.12%), error:       632.34924, best error:       611.01300 on epoch:    52, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 107.8147201538s, input_fired_time: 1.2276672125, output_fired_time: 0.7364398837, propagate_forward_time: 41.8818550110, propagate_backward_time: 61.8961181641, weight_update_time: 0.1024113074, other_time: 2.0726356506
epoch time: 8.8567724228s, input_fired_time: 0.1278219521, output_fired_time: 0.0000000000, propagate_forward_time: 8.3673887253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3615617752
validation[          , genome  7023] predictions:    9764/  10000 (97.64%), best:    9812/10000 (98.12%), error:       759.14734, best error:       611.01300 on epoch:    52, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 107.7872390747s, input_fired_time: 1.2243092060, output_fired_time: 0.7349088788, propagate_forward_time: 41.8343086243, propagate_backward_time: 61.9506492615, weight_update_time: 0.1019627079, other_time: 2.0430603027
epoch time: 8.8509645462s, input_fired_time: 0.1291661710, output_fired_time: 0.0000000000, propagate_forward_time: 8.3679885864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3538093567
validation[          , genome  7023] predictions:    9792/  10000 (97.92%), best:    9812/10000 (98.12%), error:       683.93604, best error:       611.01300 on epoch:    52, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 107.7144775391s, input_fired_time: 1.2304680347, output_fired_time: 0.7336243391, propagate_forward_time: 41.8433761597, propagate_backward_time: 61.8708992004, weight_update_time: 0.1020536274, other_time: 2.0361061096
epoch time: 8.8502168655s, input_fired_time: 0.1292219013, output_fired_time: 0.0000000000, propagate_forward_time: 8.3666429520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3543519974
validation[          , genome  7023] predictions:    9757/  10000 (97.57%), best:    9812/10000 (98.12%), error:       837.82587, best error:       611.01300 on epoch:    52, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 107.8977279663s, input_fired_time: 1.2358871698, output_fired_time: 0.7350343466, propagate_forward_time: 41.9149322510, propagate_backward_time: 61.9527473450, weight_update_time: 0.1025057584, other_time: 2.0591316223
epoch time: 8.8778438568s, input_fired_time: 0.1296030283, output_fired_time: 0.0000000000, propagate_forward_time: 8.3893566132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3588838577
validation[          , genome  7023] predictions:    9803/  10000 (98.03%), best:    9812/10000 (98.12%), error:       678.58875, best error:       611.01300 on epoch:    52, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 108.6816482544s, input_fired_time: 1.2450059652, output_fired_time: 0.7390732169, propagate_forward_time: 42.1825485229, propagate_backward_time: 62.4381256104, weight_update_time: 0.1032629684, other_time: 2.0768966675
epoch time: 8.8817358017s, input_fired_time: 0.1312458217, output_fired_time: 0.0000000000, propagate_forward_time: 8.3910522461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3594379425
validation[          , genome  7023] predictions:    9715/  10000 (97.15%), best:    9812/10000 (98.12%), error:       869.88623, best error:       611.01300 on epoch:    52, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 109.1017837524s, input_fired_time: 1.2457942963, output_fired_time: 0.7432139516, propagate_forward_time: 42.3400650024, propagate_backward_time: 62.6798362732, weight_update_time: 0.1034018323, other_time: 2.0928688049
epoch time: 8.8571147919s, input_fired_time: 0.1304962337, output_fired_time: 0.0000000000, propagate_forward_time: 8.3711938858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3554248810
validation[          , genome  7023] predictions:    9811/  10000 (98.11%), best:    9812/10000 (98.12%), error:       613.81494, best error:       611.01300 on epoch:    52, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 107.8433990479s, input_fired_time: 1.2428982258, output_fired_time: 0.7357061505, propagate_forward_time: 41.8865776062, propagate_backward_time: 61.9094734192, weight_update_time: 0.1021666825, other_time: 2.0687484741
epoch time: 8.9734525681s, input_fired_time: 0.1321626902, output_fired_time: 0.0000000000, propagate_forward_time: 8.4707069397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3705825806
validation[          , genome  7023] predictions:    9810/  10000 (98.10%), best:    9812/10000 (98.12%), error:       700.22168, best error:       611.01300 on epoch:    52, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 108.0035705566s, input_fired_time: 1.2404595613, output_fired_time: 0.7350307107, propagate_forward_time: 41.9759788513, propagate_backward_time: 62.0152511597, weight_update_time: 0.1023595259, other_time: 2.0368423462
epoch time: 8.8644170761s, input_fired_time: 0.1325872540, output_fired_time: 0.0000000000, propagate_forward_time: 8.3728122711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3590173721
validation[          , genome  7023] predictions:    9803/  10000 (98.03%), best:    9812/10000 (98.12%), error:       681.36841, best error:       611.01300 on epoch:    52, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 108.0669631958s, input_fired_time: 1.2434982061, output_fired_time: 0.7443633080, propagate_forward_time: 41.9448051453, propagate_backward_time: 62.0691795349, weight_update_time: 0.1026338488, other_time: 2.0651130676
epoch time: 8.9416637421s, input_fired_time: 0.1346861273, output_fired_time: 0.0000000000, propagate_forward_time: 8.4437294006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3632478714
validation[          , genome  7023] predictions:    9796/  10000 (97.96%), best:    9812/10000 (98.12%), error:       699.41449, best error:       611.01300 on epoch:    52, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 108.4569244385s, input_fired_time: 1.2543361187, output_fired_time: 0.7395330667, propagate_forward_time: 42.1307678223, propagate_backward_time: 62.2400665283, weight_update_time: 0.1033845916, other_time: 2.0922241211
epoch time: 8.9156160355s, input_fired_time: 0.1324362010, output_fired_time: 0.0000000000, propagate_forward_time: 8.4183835983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3647966385
validation[          , genome  7023] predictions:    9779/  10000 (97.79%), best:    9812/10000 (98.12%), error:       705.05194, best error:       611.01300 on epoch:    52, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 108.0679321289s, input_fired_time: 1.2488942146, output_fired_time: 0.7392569780, propagate_forward_time: 41.9628143311, propagate_backward_time: 62.0410919189, weight_update_time: 0.1028184369, other_time: 2.0758743286
epoch time: 8.8658380508s, input_fired_time: 0.1318426281, output_fired_time: 0.0000000000, propagate_forward_time: 8.3742294312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3597660065
validation[          , genome  7023] predictions:    9802/  10000 (98.02%), best:    9812/10000 (98.12%), error:       664.87463, best error:       611.01300 on epoch:    52, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 107.9168014526s, input_fired_time: 1.2531061172, output_fired_time: 0.7365143299, propagate_forward_time: 41.9197654724, propagate_backward_time: 61.9092178345, weight_update_time: 0.1025535241, other_time: 2.0981979370
epoch time: 8.8606061935s, input_fired_time: 0.1309596300, output_fired_time: 0.0000000000, propagate_forward_time: 8.3712797165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3583669662
validation[          , genome  7023] predictions:    9803/  10000 (98.03%), best:    9812/10000 (98.12%), error:       677.67230, best error:       611.01300 on epoch:    52, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 108.2263107300s, input_fired_time: 1.2491202354, output_fired_time: 0.7368215322, propagate_forward_time: 41.9946098328, propagate_backward_time: 62.1670379639, weight_update_time: 0.1027005762, other_time: 2.0787200928
epoch time: 8.8614978790s, input_fired_time: 0.1314673722, output_fired_time: 0.0000000000, propagate_forward_time: 8.3726453781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3573846817
validation[          , genome  7023] predictions:    9758/  10000 (97.58%), best:    9812/10000 (98.12%), error:       834.88953, best error:       611.01300 on epoch:    52, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 108.2135391235s, input_fired_time: 1.2485542297, output_fired_time: 0.7407636046, propagate_forward_time: 41.9835205078, propagate_backward_time: 62.1753768921, weight_update_time: 0.1027575508, other_time: 2.0653228760
epoch time: 8.8654947281s, input_fired_time: 0.1324308366, output_fired_time: 0.0000000000, propagate_forward_time: 8.3741044998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3589591980
validation[          , genome  7023] predictions:    9752/  10000 (97.52%), best:    9812/10000 (98.12%), error:       812.65997, best error:       611.01300 on epoch:    52, 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: 45.6856765747s, input_fired_time: 0.6672334075, output_fired_time: 0.0000000000, propagate_forward_time: 43.1090583801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9093856812
best training[          , genome  7023] predictions:   49750/  50000 (99.50%), best:    9812/10000 (98.12%), error:      1100.01660, best error:       611.01300 on epoch:    52, 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: 9.3228988647s, input_fired_time: 0.1313692182, output_fired_time: 0.0000000000, propagate_forward_time: 8.8108339310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3806953430
   testing[          , genome  7023] predictions:    9825/  10000 (98.25%), best:    9812/10000 (98.12%), error:       592.21405, best error:       611.01300 on epoch:    52, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:40:07 (5206): called boinc_finish(0)

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