Nameexact_genome_1508499903_21_16362_2
Workunit2272129
Created4 Dec 2017, 3:22:04 UTC
Sent4 Dec 2017, 3:37:37 UTC
Report deadline11 Jan 2018, 5:30:04 UTC
Received6 Dec 2017, 10:20:18 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time18 hours 54 min 25 sec
CPU time18 hours 52 min 48 sec
Validate stateValid
Credit9,519.52
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size168.15 MB
Peak swap size173.13 MB
Peak disk usage4.87 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
6, weight_decay: 0.0002438374

epoch time: 619.7524414063s, input_fired_time: 7.9354462624, output_fired_time: 7.5101246834, propagate_forward_time: 231.7164459229, propagate_backward_time: 363.5231933594, weight_update_time: 0.6776559949, other_time: 9.0672607422
epoch time: 48.6507110596s, input_fired_time: 0.9738253951, output_fired_time: 0.0000000000, propagate_forward_time: 46.0373878479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6394996643
validation[          , genome 16362] predictions:    9831/  10000 (98.31%), best:    9850/10000 (98.50%), error:       573.87958, best error:       494.82239 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 623.1873168945s, input_fired_time: 7.9691996574, output_fired_time: 7.5586838722, propagate_forward_time: 233.1850891113, propagate_backward_time: 365.3284912109, weight_update_time: 0.6778759360, other_time: 9.1459045410
epoch time: 47.8547821045s, input_fired_time: 0.9577898383, output_fired_time: 0.0000000000, propagate_forward_time: 45.2966194153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6003723145
validation[          , genome 16362] predictions:    9825/  10000 (98.25%), best:    9850/10000 (98.50%), error:       597.60895, best error:       494.82239 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 622.1109619141s, input_fired_time: 7.9365468025, output_fired_time: 7.5216784477, propagate_forward_time: 233.0865783691, propagate_backward_time: 364.6473083496, weight_update_time: 0.6670902967, other_time: 8.9188842773
epoch time: 49.3338737488s, input_fired_time: 0.9723498225, output_fired_time: 0.0000000000, propagate_forward_time: 46.7639389038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5975837708
validation[          , genome 16362] predictions:    9789/  10000 (97.89%), best:    9850/10000 (98.50%), error:       617.99243, best error:       494.82239 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 621.5680541992s, input_fired_time: 7.9178638458, output_fired_time: 7.5175023079, propagate_forward_time: 232.6962127686, propagate_backward_time: 364.4991149902, weight_update_time: 0.6673114896, other_time: 8.9373474121
epoch time: 49.3680458069s, input_fired_time: 0.9716168046, output_fired_time: 0.0000000000, propagate_forward_time: 46.8137931824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5826339722
validation[          , genome 16362] predictions:    9839/  10000 (98.39%), best:    9850/10000 (98.50%), error:       513.44000, best error:       494.82239 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 620.8218383789s, input_fired_time: 7.9153375626, output_fired_time: 7.4967803955, propagate_forward_time: 232.6152343750, propagate_backward_time: 363.8885803223, weight_update_time: 0.6697746515, other_time: 8.9059143066
epoch time: 49.5617446899s, input_fired_time: 0.9809502959, output_fired_time: 0.0000000000, propagate_forward_time: 46.9673881531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6134071350
validation[          , genome 16362] predictions:    9789/  10000 (97.89%), best:    9850/10000 (98.50%), error:       578.60797, best error:       494.82239 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 623.3671264648s, input_fired_time: 7.9333477020, output_fired_time: 7.5298304558, propagate_forward_time: 233.6036987305, propagate_backward_time: 365.4463500977, weight_update_time: 0.6694017053, other_time: 8.8538818359
epoch time: 49.1642036438s, input_fired_time: 0.9673375487, output_fired_time: 0.0000000000, propagate_forward_time: 46.6518898010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5449752808
validation[          , genome 16362] predictions:    9798/  10000 (97.98%), best:    9850/10000 (98.50%), error:       669.28882, best error:       494.82239 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 622.2637329102s, input_fired_time: 7.9453606606, output_fired_time: 7.5223374367, propagate_forward_time: 233.3349151611, propagate_backward_time: 364.5366516113, weight_update_time: 0.6662642956, other_time: 8.9244689941
epoch time: 49.3429946899s, input_fired_time: 0.9977276325, output_fired_time: 0.0000000000, propagate_forward_time: 46.6426429749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7026252747
validation[          , genome 16362] predictions:    9832/  10000 (98.32%), best:    9850/10000 (98.50%), error:       546.61829, best error:       494.82239 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 623.9616699219s, input_fired_time: 8.0227727890, output_fired_time: 7.5507998466, propagate_forward_time: 234.1826019287, propagate_backward_time: 365.1367492676, weight_update_time: 0.6719906330, other_time: 9.0687561035
epoch time: 49.2679748535s, input_fired_time: 0.9850025773, output_fired_time: 0.0000000000, propagate_forward_time: 46.6271018982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6558685303
validation[          , genome 16362] predictions:    9842/  10000 (98.42%), best:    9850/10000 (98.50%), error:       525.02997, best error:       494.82239 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 625.3237915039s, input_fired_time: 8.0033731461, output_fired_time: 7.5439729691, propagate_forward_time: 234.5596923828, propagate_backward_time: 366.1387329102, weight_update_time: 0.6756379604, other_time: 9.0780639648
epoch time: 49.5877494812s, input_fired_time: 0.9839973450, output_fired_time: 0.0000000000, propagate_forward_time: 47.0013961792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6023559570
validation[          , genome 16362] predictions:    9849/  10000 (98.49%), best:    9849/10000 (98.49%), error:       488.52097, best error:       488.52097 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 623.3053588867s, input_fired_time: 8.0707855225, output_fired_time: 7.5707540512, propagate_forward_time: 233.3276824951, propagate_backward_time: 364.8820495605, weight_update_time: 0.6965397000, other_time: 9.4540710449
epoch time: 49.5209617615s, input_fired_time: 1.0010727644, output_fired_time: 0.0000000000, propagate_forward_time: 46.7796936035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7401962280
validation[          , genome 16362] predictions:    9847/  10000 (98.47%), best:    9847/10000 (98.47%), error:       487.56259, best error:       487.56259 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 624.5313110352s, input_fired_time: 8.1235675812, output_fired_time: 7.6099066734, propagate_forward_time: 233.7340850830, propagate_backward_time: 365.3930969238, weight_update_time: 0.7093701959, other_time: 9.6706237793
epoch time: 49.2798004150s, input_fired_time: 0.9987156987, output_fired_time: 0.0000000000, propagate_forward_time: 46.5841712952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6969146729
validation[          , genome 16362] predictions:    9850/  10000 (98.50%), best:    9847/10000 (98.47%), error:       529.63739, best error:       487.56259 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 622.3110961914s, input_fired_time: 8.1200838089, output_fired_time: 7.5752372742, propagate_forward_time: 232.7956695557, propagate_backward_time: 364.0831604004, weight_update_time: 0.7152382135, other_time: 9.7369689941
epoch time: 49.4008903503s, input_fired_time: 1.0012691021, output_fired_time: 0.0000000000, propagate_forward_time: 46.6720199585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7276000977
validation[          , genome 16362] predictions:    9857/  10000 (98.57%), best:    9857/10000 (98.57%), error:       452.50998, best error:       452.50998 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 624.6477050781s, input_fired_time: 8.1330862045, output_fired_time: 7.6174635887, propagate_forward_time: 233.6697082520, propagate_backward_time: 365.4851989746, weight_update_time: 0.7169771791, other_time: 9.7422485352
epoch time: 49.2998352051s, input_fired_time: 1.0031147003, output_fired_time: 0.0000000000, propagate_forward_time: 46.5375251770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7591972351
validation[          , genome 16362] predictions:    9821/  10000 (98.21%), best:    9857/10000 (98.57%), error:       559.14319, best error:       452.50998 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 622.8627319336s, input_fired_time: 8.1100025177, output_fired_time: 7.5895462036, propagate_forward_time: 233.2496185303, propagate_backward_time: 364.2326965332, weight_update_time: 0.7152893543, other_time: 9.6808776855
epoch time: 49.5896110535s, input_fired_time: 1.0117359161, output_fired_time: 0.0000000000, propagate_forward_time: 46.8363952637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7414779663
validation[          , genome 16362] predictions:    9857/  10000 (98.57%), best:    9857/10000 (98.57%), error:       473.47348, best error:       452.50998 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 622.0729980469s, input_fired_time: 8.1072874069, output_fired_time: 7.5657901764, propagate_forward_time: 232.8674011230, propagate_backward_time: 363.8542480469, weight_update_time: 0.7107056379, other_time: 9.6782531738
epoch time: 49.3605155945s, input_fired_time: 1.0091592073, output_fired_time: 0.0000000000, propagate_forward_time: 46.6012954712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7500610352
validation[          , genome 16362] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       437.72586, best error:       437.72586 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 620.7360229492s, input_fired_time: 8.0828142166, output_fired_time: 7.5411758423, propagate_forward_time: 232.2127685547, propagate_backward_time: 363.4019470215, weight_update_time: 0.7050901055, other_time: 9.4972839355
epoch time: 49.8103485107s, input_fired_time: 1.0109468699, output_fired_time: 0.0000000000, propagate_forward_time: 47.0761718750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7232284546
validation[          , genome 16362] predictions:    9859/  10000 (98.59%), best:    9870/10000 (98.70%), error:       452.48355, best error:       437.72586 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 624.4281005859s, input_fired_time: 8.1148138046, output_fired_time: 7.5838208199, propagate_forward_time: 233.6670074463, propagate_backward_time: 365.4613342285, weight_update_time: 0.7103760839, other_time: 9.6011657715
epoch time: 48.7672538757s, input_fired_time: 0.9912610054, output_fired_time: 0.0000000000, propagate_forward_time: 46.1191062927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6568870544
validation[          , genome 16362] predictions:    9832/  10000 (98.32%), best:    9870/10000 (98.70%), error:       533.23633, best error:       437.72586 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 624.8326416016s, input_fired_time: 8.1087217331, output_fired_time: 7.5956382751, propagate_forward_time: 233.9531250000, propagate_backward_time: 365.6123657227, weight_update_time: 0.7056926489, other_time: 9.5628051758
epoch time: 49.5096130371s, input_fired_time: 1.0089287758, output_fired_time: 0.0000000000, propagate_forward_time: 46.7833824158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7173004150
validation[          , genome 16362] predictions:    9730/  10000 (97.30%), best:    9870/10000 (98.70%), error:       853.40076, best error:       437.72586 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 622.9896240234s, input_fired_time: 8.0573816299, output_fired_time: 7.5536994934, propagate_forward_time: 233.2710723877, propagate_backward_time: 364.7484436035, weight_update_time: 0.6985086203, other_time: 9.3590393066
epoch time: 48.6182556152s, input_fired_time: 0.9898811579, output_fired_time: 0.0000000000, propagate_forward_time: 45.9109230042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7174530029
validation[          , genome 16362] predictions:    9858/  10000 (98.58%), best:    9870/10000 (98.70%), error:       466.77628, best error:       437.72586 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 622.9016723633s, input_fired_time: 8.0837888718, output_fired_time: 7.5508131981, propagate_forward_time: 233.3823852539, propagate_backward_time: 364.4448852539, weight_update_time: 0.7025370002, other_time: 9.4397583008
epoch time: 49.2419319153s, input_fired_time: 0.9988017678, output_fired_time: 0.0000000000, propagate_forward_time: 46.5449142456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6982154846
validation[          , genome 16362] predictions:    9838/  10000 (98.38%), best:    9870/10000 (98.70%), error:       494.17789, best error:       437.72586 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 622.0137329102s, input_fired_time: 8.0752544403, output_fired_time: 7.5316677094, propagate_forward_time: 233.2088623047, propagate_backward_time: 363.8018493652, weight_update_time: 0.6977089643, other_time: 9.3960876465
epoch time: 49.2284965515s, input_fired_time: 0.9998957515, output_fired_time: 0.0000000000, propagate_forward_time: 46.5444183350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6841812134
validation[          , genome 16362] predictions:    9864/  10000 (98.64%), best:    9870/10000 (98.70%), error:       454.98450, best error:       437.72586 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 621.6929931641s, input_fired_time: 8.0778465271, output_fired_time: 7.5284261703, propagate_forward_time: 232.5564727783, propagate_backward_time: 364.0719604492, weight_update_time: 0.6998144984, other_time: 9.4583129883
epoch time: 49.1710929871s, input_fired_time: 0.9872503281, output_fired_time: 0.0000000000, propagate_forward_time: 46.5413780212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6424636841
validation[          , genome 16362] predictions:    9858/  10000 (98.58%), best:    9870/10000 (98.70%), error:       464.03650, best error:       437.72586 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 621.6988525391s, input_fired_time: 8.0746240616, output_fired_time: 7.5356736183, propagate_forward_time: 232.8267974854, propagate_backward_time: 363.8300170898, weight_update_time: 0.7017267942, other_time: 9.4317626953
epoch time: 49.2738037109s, input_fired_time: 1.0006915331, output_fired_time: 0.0000000000, propagate_forward_time: 46.5796432495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6934700012
validation[          , genome 16362] predictions:    9858/  10000 (98.58%), best:    9870/10000 (98.70%), error:       442.21918, best error:       437.72586 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 622.6666870117s, input_fired_time: 8.0825586319, output_fired_time: 7.5737547874, propagate_forward_time: 233.2630767822, propagate_backward_time: 364.3694763184, weight_update_time: 0.7022504210, other_time: 9.3778381348
epoch time: 49.6525077820s, input_fired_time: 1.0070617199, output_fired_time: 0.0000000000, propagate_forward_time: 46.9602394104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6852073669
validation[          , genome 16362] predictions:    9810/  10000 (98.10%), best:    9870/10000 (98.70%), error:       618.84802, best error:       437.72586 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 622.8738403320s, input_fired_time: 8.0864391327, output_fired_time: 7.5742216110, propagate_forward_time: 232.8204650879, propagate_backward_time: 364.9006958008, weight_update_time: 0.7032496333, other_time: 9.4920349121
epoch time: 49.2524795532s, input_fired_time: 0.9987260103, output_fired_time: 0.0000000000, propagate_forward_time: 46.5842666626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6694869995
validation[          , genome 16362] predictions:    9836/  10000 (98.36%), best:    9870/10000 (98.70%), error:       502.16122, best error:       437.72586 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 623.0504150391s, input_fired_time: 8.0889005661, output_fired_time: 7.5727396011, propagate_forward_time: 233.2808074951, propagate_backward_time: 364.6483154297, weight_update_time: 0.7003718019, other_time: 9.4595947266
epoch time: 49.4782180786s, input_fired_time: 1.0075888634, output_fired_time: 0.0000000000, propagate_forward_time: 46.7511329651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7194976807
validation[          , genome 16362] predictions:    9872/  10000 (98.72%), best:    9872/10000 (98.72%), error:       412.66324, best error:       412.66324 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 622.0993652344s, input_fired_time: 8.0702638626, output_fired_time: 7.5534825325, propagate_forward_time: 232.9878234863, propagate_backward_time: 364.1047973633, weight_update_time: 0.7001996636, other_time: 9.3830261230
epoch time: 49.6095962524s, input_fired_time: 1.0063729286, output_fired_time: 0.0000000000, propagate_forward_time: 46.9057121277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6975097656
validation[          , genome 16362] predictions:    9833/  10000 (98.33%), best:    9872/10000 (98.72%), error:       495.24338, best error:       412.66324 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 622.1005249023s, input_fired_time: 8.0841608047, output_fired_time: 7.5520572662, propagate_forward_time: 233.0630798340, propagate_backward_time: 363.9517517090, weight_update_time: 0.7013279200, other_time: 9.4494628906
epoch time: 49.3087348938s, input_fired_time: 0.9999191165, output_fired_time: 0.0000000000, propagate_forward_time: 46.6199264526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6888885498
validation[          , genome 16362] predictions:    9854/  10000 (98.54%), best:    9872/10000 (98.72%), error:       491.24161, best error:       412.66324 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 622.7636108398s, input_fired_time: 8.0759296417, output_fired_time: 7.5579433441, propagate_forward_time: 233.1476745605, propagate_backward_time: 364.6356201172, weight_update_time: 0.6956704855, other_time: 9.3464660645
epoch time: 48.6541557312s, input_fired_time: 0.9890558124, output_fired_time: 0.0000000000, propagate_forward_time: 46.0046005249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6604995728
validation[          , genome 16362] predictions:    9864/  10000 (98.64%), best:    9872/10000 (98.72%), error:       445.19220, best error:       412.66324 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 623.9609985352s, input_fired_time: 8.0922613144, output_fired_time: 7.5731267929, propagate_forward_time: 233.8734741211, propagate_backward_time: 365.0829772949, weight_update_time: 0.6941743493, other_time: 9.3391418457
epoch time: 48.6824226379s, input_fired_time: 0.9881423116, output_fired_time: 0.0000000000, propagate_forward_time: 46.0495643616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6447143555
validation[          , genome 16362] predictions:    9876/  10000 (98.76%), best:    9876/10000 (98.76%), error:       391.58243, best error:       391.58243 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 622.5430908203s, input_fired_time: 8.0706195831, output_fired_time: 7.5422601700, propagate_forward_time: 233.0096740723, propagate_backward_time: 364.6419677734, weight_update_time: 0.6906749606, other_time: 9.2785949707
epoch time: 49.4898567200s, input_fired_time: 1.0018888712, output_fired_time: 0.0000000000, propagate_forward_time: 46.8542213440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6337471008
validation[          , genome 16362] predictions:    9868/  10000 (98.68%), best:    9876/10000 (98.76%), error:       410.81277, best error:       391.58243 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 621.2716674805s, input_fired_time: 8.0695409775, output_fired_time: 7.5204787254, propagate_forward_time: 232.6533355713, propagate_backward_time: 363.7600402832, weight_update_time: 0.6912100315, other_time: 9.2682800293
epoch time: 49.6005935669s, input_fired_time: 1.0039285421, output_fired_time: 0.0000000000, propagate_forward_time: 46.9424705505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6541938782
validation[          , genome 16362] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       382.82462, best error:       382.82462 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 622.6125488281s, input_fired_time: 8.0891256332, output_fired_time: 7.5564484596, propagate_forward_time: 233.0165252686, propagate_backward_time: 364.6206359863, weight_update_time: 0.6948832273, other_time: 9.3298034668
epoch time: 49.8146324158s, input_fired_time: 1.0061830282, output_fired_time: 0.0000000000, propagate_forward_time: 47.1384544373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6699943542
validation[          , genome 16362] predictions:    9849/  10000 (98.49%), best:    9870/10000 (98.70%), error:       469.96857, best error:       382.82462 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 622.5850830078s, input_fired_time: 8.0723705292, output_fired_time: 7.5535535812, propagate_forward_time: 233.3045654297, propagate_backward_time: 364.3830566406, weight_update_time: 0.6921463013, other_time: 9.2715454102
epoch time: 48.8878059387s, input_fired_time: 0.9900966883, output_fired_time: 0.0000000000, propagate_forward_time: 46.2750511169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6226577759
validation[          , genome 16362] predictions:    9878/  10000 (98.78%), best:    9870/10000 (98.70%), error:       387.07333, best error:       382.82462 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 620.2664794922s, input_fired_time: 8.0648031235, output_fired_time: 7.5019264221, propagate_forward_time: 232.1805267334, propagate_backward_time: 363.2426757813, weight_update_time: 0.6912912130, other_time: 9.2764892578
epoch time: 49.1215591431s, input_fired_time: 1.0039144754, output_fired_time: 0.0000000000, propagate_forward_time: 46.4336814880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6839637756
validation[          , genome 16362] predictions:    9862/  10000 (98.62%), best:    9870/10000 (98.70%), error:       430.11224, best error:       382.82462 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 621.9262695313s, input_fired_time: 8.0726232529, output_fired_time: 7.5305628777, propagate_forward_time: 232.9970855713, propagate_backward_time: 364.0716552734, weight_update_time: 0.6948660612, other_time: 9.2543334961
epoch time: 49.3105926514s, input_fired_time: 0.9992002249, output_fired_time: 0.0000000000, propagate_forward_time: 46.6678771973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6435165405
validation[          , genome 16362] predictions:    9874/  10000 (98.74%), best:    9870/10000 (98.70%), error:       394.89682, best error:       382.82462 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 624.7454223633s, input_fired_time: 8.1157913208, output_fired_time: 7.5828576088, propagate_forward_time: 234.1022033691, propagate_backward_time: 365.5782470703, weight_update_time: 0.7004035115, other_time: 9.3663024902
epoch time: 49.1462478638s, input_fired_time: 0.9972493649, output_fired_time: 0.0000000000, propagate_forward_time: 46.4262390137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7227592468
validation[          , genome 16362] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       365.28140, best error:       365.28140 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 624.7185668945s, input_fired_time: 8.1301746368, output_fired_time: 7.5892338753, propagate_forward_time: 234.0092926025, propagate_backward_time: 365.5877380371, weight_update_time: 0.7002456784, other_time: 9.4021301270
epoch time: 49.6416358948s, input_fired_time: 1.0152236223, output_fired_time: 0.0000000000, propagate_forward_time: 46.9292488098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6971626282
validation[          , genome 16362] predictions:    9878/  10000 (98.78%), best:    9883/10000 (98.83%), error:       393.20120, best error:       365.28140 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 622.9671020508s, input_fired_time: 8.1476020813, output_fired_time: 7.5596337318, propagate_forward_time: 233.3271942139, propagate_backward_time: 364.5079650879, weight_update_time: 0.6979340315, other_time: 9.4247131348
epoch time: 49.6367912292s, input_fired_time: 1.0236507654, output_fired_time: 0.0000000000, propagate_forward_time: 46.8893241882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7238159180
validation[          , genome 16362] predictions:    9875/  10000 (98.75%), best:    9883/10000 (98.83%), error:       368.09781, best error:       365.28140 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 621.5476074219s, input_fired_time: 8.1191015244, output_fired_time: 7.5408816338, propagate_forward_time: 232.6381225586, propagate_backward_time: 363.8743591309, weight_update_time: 0.6971451044, other_time: 9.3751525879
epoch time: 49.1147384644s, input_fired_time: 0.9991853237, output_fired_time: 0.0000000000, propagate_forward_time: 46.4467048645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6688499451
validation[          , genome 16362] predictions:    9850/  10000 (98.50%), best:    9883/10000 (98.83%), error:       447.69431, best error:       365.28140 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 624.0420532227s, input_fired_time: 8.1456985474, output_fired_time: 7.5816831589, propagate_forward_time: 233.5968627930, propagate_backward_time: 365.2666931152, weight_update_time: 0.7014631629, other_time: 9.4511413574
epoch time: 49.6857643127s, input_fired_time: 1.0198283195, output_fired_time: 0.0000000000, propagate_forward_time: 46.9905166626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6754188538
validation[          , genome 16362] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       362.52005, best error:       362.52005 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 622.4219970703s, input_fired_time: 8.1337757111, output_fired_time: 7.5575346947, propagate_forward_time: 232.8983154297, propagate_backward_time: 364.3510131836, weight_update_time: 0.7010118365, other_time: 9.4813232422
epoch time: 49.0354766846s, input_fired_time: 1.0048196316, output_fired_time: 0.0000000000, propagate_forward_time: 46.3905105591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6401481628
validation[          , genome 16362] predictions:    9886/  10000 (98.86%), best:    9885/10000 (98.85%), error:       372.67798, best error:       362.52005 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 622.4891357422s, input_fired_time: 8.1175699234, output_fired_time: 7.5669970512, propagate_forward_time: 233.0373535156, propagate_backward_time: 364.4151000977, weight_update_time: 0.7000511289, other_time: 9.3521118164
epoch time: 49.0857925415s, input_fired_time: 1.0058155060, output_fired_time: 0.0000000000, propagate_forward_time: 46.3717002869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7082786560
validation[          , genome 16362] predictions:    9875/  10000 (98.75%), best:    9885/10000 (98.85%), error:       387.04681, best error:       362.52005 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 623.0040893555s, input_fired_time: 8.1485300064, output_fired_time: 7.5646419525, propagate_forward_time: 233.4811096191, propagate_backward_time: 364.3454589844, weight_update_time: 0.7031746507, other_time: 9.4643249512
epoch time: 49.1108245850s, input_fired_time: 1.0021666288, output_fired_time: 0.0000000000, propagate_forward_time: 46.4517860413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6568717957
validation[          , genome 16362] predictions:    9876/  10000 (98.76%), best:    9885/10000 (98.85%), error:       388.19931, best error:       362.52005 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 622.0468750000s, input_fired_time: 8.1461048126, output_fired_time: 7.5438117981, propagate_forward_time: 232.8592071533, propagate_backward_time: 364.0831298828, weight_update_time: 0.6980258226, other_time: 9.4146118164
epoch time: 49.3902740479s, input_fired_time: 1.0223381519, output_fired_time: 0.0000000000, propagate_forward_time: 46.6831054688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6848297119
validation[          , genome 16362] predictions:    9879/  10000 (98.79%), best:    9885/10000 (98.85%), error:       377.26959, best error:       362.52005 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 621.0936889648s, input_fired_time: 8.1319370270, output_fired_time: 7.5306200981, propagate_forward_time: 232.5069732666, propagate_backward_time: 363.5606079102, weight_update_time: 0.6944493055, other_time: 9.3635253906
epoch time: 49.5091629028s, input_fired_time: 1.0051451921, output_fired_time: 0.0000000000, propagate_forward_time: 46.8604774475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6435394287
validation[          , genome 16362] predictions:    9880/  10000 (98.80%), best:    9885/10000 (98.85%), error:       396.08926, best error:       362.52005 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 623.0199584961s, input_fired_time: 8.1186132431, output_fired_time: 7.5492177010, propagate_forward_time: 233.3224029541, propagate_backward_time: 364.7008972168, weight_update_time: 0.6956067681, other_time: 9.3288879395
epoch time: 48.7643814087s, input_fired_time: 1.0013598204, output_fired_time: 0.0000000000, propagate_forward_time: 46.1215515137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6414718628
validation[          , genome 16362] predictions:    9881/  10000 (98.81%), best:    9885/10000 (98.85%), error:       363.36697, best error:       362.52005 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 622.1094970703s, input_fired_time: 8.1576385498, output_fired_time: 7.5623908043, propagate_forward_time: 232.3883361816, propagate_backward_time: 364.4197692871, weight_update_time: 0.7042249441, other_time: 9.5813598633
epoch time: 49.1439285278s, input_fired_time: 1.0137798786, output_fired_time: 0.0000000000, propagate_forward_time: 46.4262046814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7039451599
validation[          , genome 16362] predictions:    9881/  10000 (98.81%), best:    9885/10000 (98.85%), error:       377.95532, best error:       362.52005 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 622.5410766602s, input_fired_time: 8.1603689194, output_fired_time: 7.5609936714, propagate_forward_time: 232.8788909912, propagate_backward_time: 364.4400939941, weight_update_time: 0.7028882504, other_time: 9.5007629395
epoch time: 49.1420211792s, input_fired_time: 1.0115473270, output_fired_time: 0.0000000000, propagate_forward_time: 46.4314308167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6990432739
validation[          , genome 16362] predictions:    9881/  10000 (98.81%), best:    9885/10000 (98.85%), error:       365.07083, best error:       362.52005 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 623.4655151367s, input_fired_time: 8.1890068054, output_fired_time: 7.5830235481, propagate_forward_time: 233.2386016846, propagate_backward_time: 364.8962707520, weight_update_time: 0.7078735828, other_time: 9.5586242676
epoch time: 48.6638488770s, input_fired_time: 0.9996187687, output_fired_time: 0.0000000000, propagate_forward_time: 46.0152626038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6489677429
validation[          , genome 16362] predictions:    9870/  10000 (98.70%), best:    9885/10000 (98.85%), error:       399.46405, best error:       362.52005 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 622.6875000000s, input_fired_time: 8.1737174988, output_fired_time: 7.5676226616, propagate_forward_time: 233.1023406982, propagate_backward_time: 364.3289184570, weight_update_time: 0.7048261762, other_time: 9.5148925781
epoch time: 49.3903999329s, input_fired_time: 1.0243815184, output_fired_time: 0.0000000000, propagate_forward_time: 46.6409454346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7250747681
validation[          , genome 16362] predictions:    9884/  10000 (98.84%), best:    9885/10000 (98.85%), error:       380.52713, best error:       362.52005 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 622.4670410156s, input_fired_time: 8.2140102386, output_fired_time: 7.5994949341, propagate_forward_time: 232.7115173340, propagate_backward_time: 364.2520141602, weight_update_time: 0.7097147107, other_time: 9.6900329590
epoch time: 49.5551414490s, input_fired_time: 1.0327541828, output_fired_time: 0.0000000000, propagate_forward_time: 46.7817230225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7406654358
validation[          , genome 16362] predictions:    9877/  10000 (98.77%), best:    9885/10000 (98.85%), error:       368.19519, best error:       362.52005 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 620.4729614258s, input_fired_time: 8.1994400024, output_fired_time: 7.5832791328, propagate_forward_time: 232.0217285156, propagate_backward_time: 363.0292053223, weight_update_time: 0.7061977983, other_time: 9.6393127441
epoch time: 49.3934020996s, input_fired_time: 1.0227750540, output_fired_time: 0.0000000000, propagate_forward_time: 46.6713905334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6992378235
validation[          , genome 16362] predictions:    9891/  10000 (98.91%), best:    9885/10000 (98.85%), error:       366.87451, best error:       362.52005 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 623.3782958984s, input_fired_time: 8.2526979446, output_fired_time: 7.6018571854, propagate_forward_time: 232.9730834961, propagate_backward_time: 364.7867126465, weight_update_time: 0.7082595825, other_time: 9.7639465332
epoch time: 48.3673210144s, input_fired_time: 0.9964156747, output_fired_time: 0.0000000000, propagate_forward_time: 45.7469024658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6240043640
validation[          , genome 16362] predictions:    9888/  10000 (98.88%), best:    9885/10000 (98.85%), error:       390.66235, best error:       362.52005 on epoch:    55, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 623.3741455078s, input_fired_time: 8.0887784958, output_fired_time: 7.5380306244, propagate_forward_time: 233.6539611816, propagate_backward_time: 365.0380859375, weight_update_time: 0.6798626781, other_time: 9.0552673340
epoch time: 49.6838798523s, input_fired_time: 1.0131561756, output_fired_time: 0.0000000000, propagate_forward_time: 47.0603179932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6104049683
validation[          , genome 16362] predictions:    9870/  10000 (98.70%), best:    9885/10000 (98.85%), error:       394.63855, best error:       362.52005 on epoch:    55, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 617.3111572266s, input_fired_time: 8.0360069275, output_fired_time: 7.4766573906, propagate_forward_time: 231.2551574707, propagate_backward_time: 361.5815124512, weight_update_time: 0.6764072776, other_time: 8.9617919922
epoch time: 49.2666702271s, input_fired_time: 1.0047644377, output_fired_time: 0.0000000000, propagate_forward_time: 46.6208457947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6410598755
validation[          , genome 16362] predictions:    9879/  10000 (98.79%), best:    9885/10000 (98.85%), error:       408.95029, best error:       362.52005 on epoch:    55, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 623.0341186523s, input_fired_time: 8.0744895935, output_fired_time: 7.5290503502, propagate_forward_time: 233.4788360596, propagate_backward_time: 364.8643798828, weight_update_time: 0.6827443838, other_time: 9.0874023438
epoch time: 48.8719062805s, input_fired_time: 0.9984257221, output_fired_time: 0.0000000000, propagate_forward_time: 46.2661323547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6073493958
validation[          , genome 16362] predictions:    9880/  10000 (98.80%), best:    9885/10000 (98.85%), error:       370.27686, best error:       362.52005 on epoch:    55, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 620.8378906250s, input_fired_time: 8.0793600082, output_fired_time: 7.5152969360, propagate_forward_time: 232.4409179688, propagate_backward_time: 363.7396240234, weight_update_time: 0.6760830879, other_time: 9.0626831055
epoch time: 49.3192138672s, input_fired_time: 1.0110085011, output_fired_time: 0.0000000000, propagate_forward_time: 46.6766624451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6315422058
validation[          , genome 16362] predictions:    9882/  10000 (98.82%), best:    9885/10000 (98.85%), error:       384.94714, best error:       362.52005 on epoch:    55, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 620.3524780273s, input_fired_time: 8.0528507233, output_fired_time: 7.4912109375, propagate_forward_time: 232.6882934570, propagate_backward_time: 363.3199157715, weight_update_time: 0.6698524952, other_time: 8.8002014160
epoch time: 48.9409904480s, input_fired_time: 0.9830545783, output_fired_time: 0.0000000000, propagate_forward_time: 46.4815139771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4764213562
validation[          , genome 16362] predictions:    9883/  10000 (98.83%), best:    9885/10000 (98.85%), error:       367.76483, best error:       362.52005 on epoch:    55, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 621.7541503906s, input_fired_time: 7.9909892082, output_fired_time: 7.4907398224, propagate_forward_time: 233.2036895752, propagate_backward_time: 364.8021240234, weight_update_time: 0.6463698149, other_time: 8.2666625977
epoch time: 49.2626228333s, input_fired_time: 0.9879426360, output_fired_time: 0.0000000000, propagate_forward_time: 46.7915992737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4830818176
validation[          , genome 16362] predictions:    9881/  10000 (98.81%), best:    9885/10000 (98.85%), error:       364.47485, best error:       362.52005 on epoch:    55, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 620.6577758789s, input_fired_time: 7.9915866852, output_fired_time: 7.5068845749, propagate_forward_time: 232.8090972900, propagate_backward_time: 364.0689697266, weight_update_time: 0.6473152041, other_time: 8.2812500000
epoch time: 49.0148696899s, input_fired_time: 0.9915214777, output_fired_time: 0.0000000000, propagate_forward_time: 46.5267868042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4965629578
validation[          , genome 16362] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       362.06802, best error:       362.06802 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 620.5913085938s, input_fired_time: 7.9829206467, output_fired_time: 7.4899048805, propagate_forward_time: 232.6589508057, propagate_backward_time: 364.1819458008, weight_update_time: 0.6454999447, other_time: 8.2775878906
epoch time: 49.0992202759s, input_fired_time: 0.9896008968, output_fired_time: 0.0000000000, propagate_forward_time: 46.6072502136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5023689270
validation[          , genome 16362] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       343.94077, best error:       343.94077 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 620.6672973633s, input_fired_time: 7.9805850983, output_fired_time: 7.4841361046, propagate_forward_time: 232.7956085205, propagate_backward_time: 364.1161804199, weight_update_time: 0.6465772986, other_time: 8.2908020020
epoch time: 49.0532493591s, input_fired_time: 0.9918036461, output_fired_time: 0.0000000000, propagate_forward_time: 46.5587615967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5026855469
validation[          , genome 16362] predictions:    9895/  10000 (98.95%), best:    9892/10000 (98.92%), error:       364.05698, best error:       343.94077 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 620.3491210938s, input_fired_time: 7.9829559326, output_fired_time: 7.4785842896, propagate_forward_time: 232.6771087646, propagate_backward_time: 363.9941101074, weight_update_time: 0.6443911791, other_time: 8.2163391113
epoch time: 49.0519752502s, input_fired_time: 0.9875146151, output_fired_time: 0.0000000000, propagate_forward_time: 46.5996589661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4648017883
validation[          , genome 16362] predictions:    9883/  10000 (98.83%), best:    9892/10000 (98.92%), error:       375.98169, best error:       343.94077 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 618.3021850586s, input_fired_time: 7.9637999535, output_fired_time: 7.4494652748, propagate_forward_time: 231.9876098633, propagate_backward_time: 362.6726074219, weight_update_time: 0.6431446671, other_time: 8.2286987305
epoch time: 48.9277496338s, input_fired_time: 0.9872200489, output_fired_time: 0.0000000000, propagate_forward_time: 46.4787101746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4618186951
validation[          , genome 16362] predictions:    9902/  10000 (99.02%), best:    9892/10000 (98.92%), error:       348.61276, best error:       343.94077 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 619.5164794922s, input_fired_time: 7.9960765839, output_fired_time: 7.4761285782, propagate_forward_time: 232.2946929932, propagate_backward_time: 363.4708251953, weight_update_time: 0.6461415291, other_time: 8.2787475586
epoch time: 48.9506874084s, input_fired_time: 0.9959066510, output_fired_time: 0.0000000000, propagate_forward_time: 46.4734039307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4813766479
validation[          , genome 16362] predictions:    9869/  10000 (98.69%), best:    9892/10000 (98.92%), error:       409.08987, best error:       343.94077 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 619.3176879883s, input_fired_time: 7.9901227951, output_fired_time: 7.4693660736, propagate_forward_time: 232.4934692383, propagate_backward_time: 363.1347351074, weight_update_time: 0.6438080668, other_time: 8.2300109863
epoch time: 48.5193099976s, input_fired_time: 0.9820540547, output_fired_time: 0.0000000000, propagate_forward_time: 46.0737609863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4634933472
validation[          , genome 16362] predictions:    9877/  10000 (98.77%), best:    9892/10000 (98.92%), error:       377.98093, best error:       343.94077 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 619.0850219727s, input_fired_time: 7.9779944420, output_fired_time: 7.4808716774, propagate_forward_time: 232.1329956055, propagate_backward_time: 363.3204956055, weight_update_time: 0.6431350112, other_time: 8.1726684570
epoch time: 49.1416931152s, input_fired_time: 0.9916486740, output_fired_time: 0.0000000000, propagate_forward_time: 46.6921463013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4578971863
validation[          , genome 16362] predictions:    9886/  10000 (98.86%), best:    9892/10000 (98.92%), error:       358.61719, best error:       343.94077 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 620.7969970703s, input_fired_time: 7.9929447174, output_fired_time: 7.4823408127, propagate_forward_time: 232.8486175537, propagate_backward_time: 364.2933654785, weight_update_time: 0.6444941163, other_time: 8.1797180176
epoch time: 48.8285675049s, input_fired_time: 0.9881848097, output_fired_time: 0.0000000000, propagate_forward_time: 46.3475837708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4927978516
validation[          , genome 16362] predictions:    9893/  10000 (98.93%), best:    9892/10000 (98.92%), error:       350.11389, best error:       343.94077 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 616.8791503906s, input_fired_time: 7.9757204056, output_fired_time: 7.4462890625, propagate_forward_time: 231.2654876709, propagate_backward_time: 361.9508361816, weight_update_time: 0.6423895955, other_time: 8.2408142090
epoch time: 49.0440559387s, input_fired_time: 0.9979978204, output_fired_time: 0.0000000000, propagate_forward_time: 46.5572319031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4888267517
validation[          , genome 16362] predictions:    9879/  10000 (98.79%), best:    9892/10000 (98.92%), error:       360.39038, best error:       343.94077 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 618.0797729492s, input_fired_time: 7.9895439148, output_fired_time: 7.4492506981, propagate_forward_time: 231.7349243164, propagate_backward_time: 362.6867675781, weight_update_time: 0.6427580714, other_time: 8.2192382813
epoch time: 49.2624664307s, input_fired_time: 0.9964858294, output_fired_time: 0.0000000000, propagate_forward_time: 46.8086853027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4572944641
validation[          , genome 16362] predictions:    9851/  10000 (98.51%), best:    9892/10000 (98.92%), error:       444.82220, best error:       343.94077 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 618.2482910156s, input_fired_time: 7.9960184097, output_fired_time: 7.4673485756, propagate_forward_time: 231.7362823486, propagate_backward_time: 362.8526916504, weight_update_time: 0.6417212486, other_time: 8.1959533691
epoch time: 49.1895027161s, input_fired_time: 0.9970541596, output_fired_time: 0.0000000000, propagate_forward_time: 46.7045173645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4879302979
validation[          , genome 16362] predictions:    9884/  10000 (98.84%), best:    9892/10000 (98.92%), error:       370.02728, best error:       343.94077 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 619.4483642578s, input_fired_time: 7.9833855629, output_fired_time: 7.4675149918, propagate_forward_time: 232.2355194092, propagate_backward_time: 363.6040649414, weight_update_time: 0.6430420280, other_time: 8.1578369141
epoch time: 48.8240623474s, input_fired_time: 0.9890654087, output_fired_time: 0.0000000000, propagate_forward_time: 46.3763580322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4586372375
validation[          , genome 16362] predictions:    9890/  10000 (98.90%), best:    9892/10000 (98.92%), error:       366.25162, best error:       343.94077 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 619.7926025391s, input_fired_time: 7.9826369286, output_fired_time: 7.4839372635, propagate_forward_time: 232.4628295898, propagate_backward_time: 363.6727600098, weight_update_time: 0.6441887617, other_time: 8.1903991699
epoch time: 48.7292098999s, input_fired_time: 0.9832183123, output_fired_time: 0.0000000000, propagate_forward_time: 46.2871665955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4588241577
validation[          , genome 16362] predictions:    9894/  10000 (98.94%), best:    9892/10000 (98.92%), error:       354.17236, best error:       343.94077 on epoch:    76, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 622.4708251953s, input_fired_time: 8.0140876770, output_fired_time: 7.5170316696, propagate_forward_time: 233.6237487793, propagate_backward_time: 365.1124267578, weight_update_time: 0.6452147365, other_time: 8.2035217285
epoch time: 48.0606727600s, input_fired_time: 0.9781029820, output_fired_time: 0.0000000000, propagate_forward_time: 45.6491622925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4334068298
validation[          , genome 16362] predictions:    9897/  10000 (98.97%), best:    9892/10000 (98.92%), error:       347.71930, best error:       343.94077 on epoch:    76, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 619.8457641602s, input_fired_time: 7.9947767258, output_fired_time: 7.4851455688, propagate_forward_time: 232.4197845459, propagate_backward_time: 363.7898559570, weight_update_time: 0.6429905295, other_time: 8.1561889648
epoch time: 48.2589721680s, input_fired_time: 0.9846395850, output_fired_time: 0.0000000000, propagate_forward_time: 45.8117866516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4625473022
validation[          , genome 16362] predictions:    9887/  10000 (98.87%), best:    9892/10000 (98.92%), error:       358.24237, best error:       343.94077 on epoch:    76, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 619.8757934570s, input_fired_time: 7.9989380836, output_fired_time: 7.4810595512, propagate_forward_time: 232.6277618408, propagate_backward_time: 363.5808410645, weight_update_time: 0.6438620687, other_time: 8.1871643066
epoch time: 48.6570510864s, input_fired_time: 0.9857681990, output_fired_time: 0.0000000000, propagate_forward_time: 46.2060317993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4652519226
validation[          , genome 16362] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       333.25751, best error:       333.25751 on epoch:    91, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 619.6400146484s, input_fired_time: 7.9922270775, output_fired_time: 7.4857244492, propagate_forward_time: 232.4659729004, propagate_backward_time: 363.5282592773, weight_update_time: 0.6431741714, other_time: 8.1678161621
epoch time: 48.6397933960s, input_fired_time: 0.9846551418, output_fired_time: 0.0000000000, propagate_forward_time: 46.2130355835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4421043396
validation[          , genome 16362] predictions:    9891/  10000 (98.91%), best:    9893/10000 (98.93%), error:       345.08511, best error:       333.25751 on epoch:    91, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 619.3552856445s, input_fired_time: 8.0017051697, output_fired_time: 7.4649715424, propagate_forward_time: 232.2490844727, propagate_backward_time: 363.4542846680, weight_update_time: 0.6445981264, other_time: 8.1852416992
epoch time: 49.0378646851s, input_fired_time: 0.9975329638, output_fired_time: 0.0000000000, propagate_forward_time: 46.5849189758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4554138184
validation[          , genome 16362] predictions:    9874/  10000 (98.74%), best:    9893/10000 (98.93%), error:       391.29126, best error:       333.25751 on epoch:    91, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 619.9691772461s, input_fired_time: 8.0028438568, output_fired_time: 7.5114903450, propagate_forward_time: 232.3495788574, propagate_backward_time: 363.9781188965, weight_update_time: 0.6424171329, other_time: 8.1271362305
epoch time: 49.2248344421s, input_fired_time: 0.9980844259, output_fired_time: 0.0000000000, propagate_forward_time: 46.7731819153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4535675049
validation[          , genome 16362] predictions:    9891/  10000 (98.91%), best:    9893/10000 (98.93%), error:       336.50940, best error:       333.25751 on epoch:    91, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 618.7872314453s, input_fired_time: 7.9973564148, output_fired_time: 7.4618673325, propagate_forward_time: 232.1651763916, propagate_backward_time: 363.0266418457, weight_update_time: 0.6432358027, other_time: 8.1361999512
epoch time: 48.3143920898s, input_fired_time: 0.9795217514, output_fired_time: 0.0000000000, propagate_forward_time: 45.8991432190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4357261658
validation[          , genome 16362] predictions:    9897/  10000 (98.97%), best:    9893/10000 (98.93%), error:       343.95224, best error:       333.25751 on epoch:    91, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 619.9307250977s, input_fired_time: 8.0093336105, output_fired_time: 7.4807691574, propagate_forward_time: 232.5952606201, propagate_backward_time: 363.6791381836, weight_update_time: 0.6430467367, other_time: 8.1661987305
epoch time: 48.8438224792s, input_fired_time: 0.9904493093, output_fired_time: 0.0000000000, propagate_forward_time: 46.4050331116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4483413696
validation[          , genome 16362] predictions:    9889/  10000 (98.89%), best:    9893/10000 (98.93%), error:       351.61783, best error:       333.25751 on epoch:    91, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 618.3619995117s, input_fired_time: 7.9889197350, output_fired_time: 7.4720559120, propagate_forward_time: 231.9091949463, propagate_backward_time: 362.8634338379, weight_update_time: 0.6419616938, other_time: 8.1284484863
epoch time: 48.8015060425s, input_fired_time: 0.9895268083, output_fired_time: 0.0000000000, propagate_forward_time: 46.3497962952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4621810913
validation[          , genome 16362] predictions:    9897/  10000 (98.97%), best:    9893/10000 (98.93%), error:       336.41211, best error:       333.25751 on epoch:    91, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 619.5391235352s, input_fired_time: 8.0036983490, output_fired_time: 7.4846444130, propagate_forward_time: 232.1558837891, propagate_backward_time: 363.7151489258, weight_update_time: 0.6438164115, other_time: 8.1797485352
epoch time: 49.1497192383s, input_fired_time: 0.9997774959, output_fired_time: 0.0000000000, propagate_forward_time: 46.6704139709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4795265198
validation[          , genome 16362] predictions:    9891/  10000 (98.91%), best:    9893/10000 (98.93%), error:       360.38489, best error:       333.25751 on epoch:    91, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 618.6099243164s, input_fired_time: 8.0123386383, output_fired_time: 7.4774379730, propagate_forward_time: 231.9983062744, propagate_backward_time: 362.9618530273, weight_update_time: 0.6427651644, other_time: 8.1600341797
epoch time: 49.3496284485s, input_fired_time: 0.9973260760, output_fired_time: 0.0000000000, propagate_forward_time: 46.8950996399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4572029114
validation[          , genome 16362] predictions:    9884/  10000 (98.84%), best:    9893/10000 (98.93%), error:       377.91760, best error:       333.25751 on epoch:    91, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 616.9019165039s, input_fired_time: 7.9918889999, output_fired_time: 7.4502139091, propagate_forward_time: 231.4410705566, propagate_backward_time: 361.8612976074, weight_update_time: 0.6416319013, other_time: 8.1574707031
epoch time: 47.9928283691s, input_fired_time: 0.9798217416, output_fired_time: 0.0000000000, propagate_forward_time: 45.5642890930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4487190247
validation[          , genome 16362] predictions:    9903/  10000 (99.03%), best:    9893/10000 (98.93%), error:       333.48441, best error:       333.25751 on epoch:    91, 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: 244.5821228027s, input_fired_time: 4.9566373825, output_fired_time: 0.0000000000, propagate_forward_time: 232.2428131104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.3826751709
best training[          , genome 16362] predictions:   49995/  50000 (99.99%), best:    9893/10000 (98.93%), error:       199.38138, best error:       333.25751 on epoch:    91, 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: 49.1994857788s, input_fired_time: 0.9876943231, output_fired_time: 0.0000000000, propagate_forward_time: 46.7277069092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4840850830
   testing[          , genome 16362] predictions:    9902/  10000 (99.02%), best:    9893/10000 (98.93%), error:       289.35800, best error:       333.25751 on epoch:    91, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
18:19:36 (3384): called boinc_finish(0)

</stderr_txt>
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