Nameexact_genome_1508499903_25_14141_0
Workunit2261003
Created23 Oct 2017, 17:30:37 UTC
Sent23 Oct 2017, 17:40:15 UTC
Report deadline2 Dec 2017, 9:41:16 UTC
Received25 Oct 2017, 4:51:05 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time15 hours 25 min 43 sec
CPU time13 hours 10 min 32 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.21 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size167.98 MB
Peak swap size172.89 MB
Peak disk usage5.28 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
ight_decay: 0.0002438374

epoch time: 677.4151611328s, input_fired_time: 9.8216791153, output_fired_time: 8.2574968338, propagate_forward_time: 246.6043090820, propagate_backward_time: 402.8455200195, weight_update_time: 0.8145248294, other_time: 9.8861694336
epoch time: 41.3674964905s, input_fired_time: 1.1610306501, output_fired_time: 0.0000000000, propagate_forward_time: 38.9670448303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2394218445
validation[          , genome 14141] predictions:    9742/  10000 (97.42%), best:    9834/10000 (98.34%), error:       759.04614, best error:       512.04340 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 614.4776611328s, input_fired_time: 9.0494298935, output_fired_time: 7.2779922485, propagate_forward_time: 221.4014587402, propagate_backward_time: 366.7616271973, weight_update_time: 0.7757896781, other_time: 9.9871215820
epoch time: 49.9224586487s, input_fired_time: 1.2617805004, output_fired_time: 0.0000000000, propagate_forward_time: 47.3185806274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3420982361
validation[          , genome 14141] predictions:    9836/  10000 (98.36%), best:    9836/10000 (98.36%), error:       487.94867, best error:       487.94867 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 628.6843872070s, input_fired_time: 8.9206266403, output_fired_time: 9.0581102371, propagate_forward_time: 227.0776214600, propagate_backward_time: 374.5559387207, weight_update_time: 0.7877535820, other_time: 9.0720520020
epoch time: 46.3123207092s, input_fired_time: 0.8049572110, output_fired_time: 0.0000000000, propagate_forward_time: 43.8208770752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6864852905
validation[          , genome 14141] predictions:    9811/  10000 (98.11%), best:    9836/10000 (98.36%), error:       616.71741, best error:       487.94867 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 628.8173828125s, input_fired_time: 9.3387975693, output_fired_time: 8.8420743942, propagate_forward_time: 227.3713378906, propagate_backward_time: 374.4317626953, weight_update_time: 0.5828276277, other_time: 8.8333740234
epoch time: 41.7283897400s, input_fired_time: 0.9676132798, output_fired_time: 0.0000000000, propagate_forward_time: 39.1126556396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6481208801
validation[          , genome 14141] predictions:    9828/  10000 (98.28%), best:    9836/10000 (98.36%), error:       569.78357, best error:       487.94867 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 570.2355346680s, input_fired_time: 7.9644155502, output_fired_time: 6.8280744553, propagate_forward_time: 203.0875244141, propagate_backward_time: 342.5389709473, weight_update_time: 1.1567817926, other_time: 9.8165588379
epoch time: 38.1725234985s, input_fired_time: 0.9172965884, output_fired_time: 0.0000000000, propagate_forward_time: 35.6602630615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5949630737
validation[          , genome 14141] predictions:    9827/  10000 (98.27%), best:    9836/10000 (98.36%), error:       514.51672, best error:       487.94867 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 490.9828491211s, input_fired_time: 7.6743083000, output_fired_time: 5.8604793549, propagate_forward_time: 172.4717864990, propagate_backward_time: 296.1384582520, weight_update_time: 0.5006127954, other_time: 8.8377990723
epoch time: 39.0059509277s, input_fired_time: 0.9254472852, output_fired_time: 0.0000000000, propagate_forward_time: 36.8816070557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1988983154
validation[          , genome 14141] predictions:    9773/  10000 (97.73%), best:    9836/10000 (98.36%), error:       663.65936, best error:       487.94867 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 545.4688110352s, input_fired_time: 7.8083071709, output_fired_time: 7.2043380737, propagate_forward_time: 195.1501770020, propagate_backward_time: 326.0051574707, weight_update_time: 0.5350325704, other_time: 9.3008422852
epoch time: 40.4390983582s, input_fired_time: 1.3437616825, output_fired_time: 0.0000000000, propagate_forward_time: 37.6683502197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4269866943
validation[          , genome 14141] predictions:    9837/  10000 (98.37%), best:    9836/10000 (98.36%), error:       497.38898, best error:       487.94867 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 580.9005126953s, input_fired_time: 8.4451122284, output_fired_time: 6.9408025742, propagate_forward_time: 207.3183441162, propagate_backward_time: 349.3353881836, weight_update_time: 0.7594056726, other_time: 8.8608398438
epoch time: 48.0383415222s, input_fired_time: 1.0295658112, output_fired_time: 0.0000000000, propagate_forward_time: 45.6947593689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3140144348
validation[          , genome 14141] predictions:    9855/  10000 (98.55%), best:    9855/10000 (98.55%), error:       476.86755, best error:       476.86755 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 621.6744384766s, input_fired_time: 8.2984991074, output_fired_time: 8.7546548843, propagate_forward_time: 226.1279754639, propagate_backward_time: 369.0606079102, weight_update_time: 0.7848382592, other_time: 9.4326782227
epoch time: 41.5267410278s, input_fired_time: 1.1616120338, output_fired_time: 0.0000000000, propagate_forward_time: 38.9154281616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4496994019
validation[          , genome 14141] predictions:    9818/  10000 (98.18%), best:    9855/10000 (98.55%), error:       565.77197, best error:       476.86755 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 606.5722045898s, input_fired_time: 8.4148874283, output_fired_time: 7.6072273254, propagate_forward_time: 217.8501434326, propagate_backward_time: 363.7295227051, weight_update_time: 0.9769906402, other_time: 8.9703674316
epoch time: 42.9262962341s, input_fired_time: 0.9015993476, output_fired_time: 0.0000000000, propagate_forward_time: 40.6020812988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4226150513
validation[          , genome 14141] predictions:    9839/  10000 (98.39%), best:    9839/10000 (98.39%), error:       474.50662, best error:       474.50662 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 534.7339477539s, input_fired_time: 7.3607029915, output_fired_time: 6.6921648979, propagate_forward_time: 194.9084930420, propagate_backward_time: 318.4443664551, weight_update_time: 0.6071254015, other_time: 7.3282165527
epoch time: 41.1141662598s, input_fired_time: 0.8687892556, output_fired_time: 0.0000000000, propagate_forward_time: 38.9504241943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2949523926
validation[          , genome 14141] predictions:    9828/  10000 (98.28%), best:    9839/10000 (98.39%), error:       511.06088, best error:       474.50662 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 415.2407531738s, input_fired_time: 6.4789915085, output_fired_time: 5.1696758270, propagate_forward_time: 146.7202758789, propagate_backward_time: 250.0560913086, weight_update_time: 0.5210624337, other_time: 6.8157043457
epoch time: 29.2117271423s, input_fired_time: 0.7010906339, output_fired_time: 0.0000000000, propagate_forward_time: 27.3018646240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2087726593
validation[          , genome 14141] predictions:    9867/  10000 (98.67%), best:    9867/10000 (98.67%), error:       418.24847, best error:       418.24847 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 387.4695739746s, input_fired_time: 6.2261672020, output_fired_time: 4.8024463654, propagate_forward_time: 135.3856048584, propagate_backward_time: 234.4942016602, weight_update_time: 0.4968171716, other_time: 6.5611419678
epoch time: 28.8700962067s, input_fired_time: 0.6910400987, output_fired_time: 0.0000000000, propagate_forward_time: 27.0188331604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1602230072
validation[          , genome 14141] predictions:    9850/  10000 (98.50%), best:    9867/10000 (98.67%), error:       485.51379, best error:       418.24847 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 387.4759521484s, input_fired_time: 6.2315034866, output_fired_time: 4.7992758751, propagate_forward_time: 135.3711242676, propagate_backward_time: 234.5205383301, weight_update_time: 0.4961984158, other_time: 6.5534973145
epoch time: 28.8914871216s, input_fired_time: 0.6914113760, output_fired_time: 0.0000000000, propagate_forward_time: 27.0437850952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1562900543
validation[          , genome 14141] predictions:    9869/  10000 (98.69%), best:    9867/10000 (98.67%), error:       421.81708, best error:       418.24847 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 387.3815002441s, input_fired_time: 6.2192044258, output_fired_time: 4.7969551086, propagate_forward_time: 135.2862701416, propagate_backward_time: 234.5203399658, weight_update_time: 0.4951193631, other_time: 6.5587158203
epoch time: 28.8501014709s, input_fired_time: 0.6934784651, output_fired_time: 0.0000000000, propagate_forward_time: 27.0121288300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1444950104
validation[          , genome 14141] predictions:    9823/  10000 (98.23%), best:    9867/10000 (98.67%), error:       592.79669, best error:       418.24847 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 386.9955749512s, input_fired_time: 6.2051310539, output_fired_time: 4.7909197807, propagate_forward_time: 135.1574707031, propagate_backward_time: 234.3076477051, weight_update_time: 0.4942547083, other_time: 6.5343933105
epoch time: 28.8259906769s, input_fired_time: 0.6883614063, output_fired_time: 0.0000000000, propagate_forward_time: 27.0007705688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1368579865
validation[          , genome 14141] predictions:    9826/  10000 (98.26%), best:    9867/10000 (98.67%), error:       486.90775, best error:       418.24847 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 386.9132690430s, input_fired_time: 6.1910839081, output_fired_time: 4.7952232361, propagate_forward_time: 135.1097717285, propagate_backward_time: 234.3032989502, weight_update_time: 0.4932929873, other_time: 6.5139007568
epoch time: 28.8207664490s, input_fired_time: 0.6948633790, output_fired_time: 0.0000000000, propagate_forward_time: 26.9953689575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1305332184
validation[          , genome 14141] predictions:    9861/  10000 (98.61%), best:    9867/10000 (98.67%), error:       441.66324, best error:       418.24847 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 386.7659606934s, input_fired_time: 6.1934823990, output_fired_time: 4.7865843773, propagate_forward_time: 135.0915832520, propagate_backward_time: 234.1945800781, weight_update_time: 0.4926690161, other_time: 6.4997253418
epoch time: 28.8205547333s, input_fired_time: 0.6877979040, output_fired_time: 0.0000000000, propagate_forward_time: 27.0075817108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1251754761
validation[          , genome 14141] predictions:    9850/  10000 (98.50%), best:    9867/10000 (98.67%), error:       483.26434, best error:       418.24847 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 386.7889404297s, input_fired_time: 6.1934218407, output_fired_time: 4.7867121696, propagate_forward_time: 135.0825958252, propagate_backward_time: 234.2256622314, weight_update_time: 0.4924902916, other_time: 6.5005493164
epoch time: 28.8115234375s, input_fired_time: 0.6969504356, output_fired_time: 0.0000000000, propagate_forward_time: 26.9916801453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1228923798
validation[          , genome 14141] predictions:    9855/  10000 (98.55%), best:    9867/10000 (98.67%), error:       475.10892, best error:       418.24847 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 386.7340698242s, input_fired_time: 6.1946330070, output_fired_time: 4.7878470421, propagate_forward_time: 135.1047363281, propagate_backward_time: 234.1391754150, weight_update_time: 0.4927399158, other_time: 6.5076751709
epoch time: 28.8165435791s, input_fired_time: 0.6946269870, output_fired_time: 0.0000000000, propagate_forward_time: 26.9986877441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1232280731
validation[          , genome 14141] predictions:    9856/  10000 (98.56%), best:    9867/10000 (98.67%), error:       458.90338, best error:       418.24847 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 386.7166137695s, input_fired_time: 6.1964235306, output_fired_time: 4.7863521576, propagate_forward_time: 135.0860748291, propagate_backward_time: 234.1396179199, weight_update_time: 0.4926622510, other_time: 6.5081634521
epoch time: 28.8070755005s, input_fired_time: 0.6973488927, output_fired_time: 0.0000000000, propagate_forward_time: 26.9883880615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1213378906
validation[          , genome 14141] predictions:    9823/  10000 (98.23%), best:    9867/10000 (98.67%), error:       527.42694, best error:       418.24847 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 386.6340942383s, input_fired_time: 6.1940174103, output_fired_time: 4.7854375839, propagate_forward_time: 135.0664367676, propagate_backward_time: 234.0997161865, weight_update_time: 0.4918634295, other_time: 6.4884796143
epoch time: 28.8151836395s, input_fired_time: 0.6890777946, output_fired_time: 0.0000000000, propagate_forward_time: 26.9952812195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1308250427
validation[          , genome 14141] predictions:    9867/  10000 (98.67%), best:    9867/10000 (98.67%), error:       445.22922, best error:       418.24847 on epoch:    26, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 386.8178100586s, input_fired_time: 6.2015566826, output_fired_time: 4.7883954048, propagate_forward_time: 135.1112213135, propagate_backward_time: 234.2162628174, weight_update_time: 0.4922276735, other_time: 6.5003662109
epoch time: 28.8116073608s, input_fired_time: 0.6909213066, output_fired_time: 0.0000000000, propagate_forward_time: 26.9973526001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1233329773
validation[          , genome 14141] predictions:    9866/  10000 (98.66%), best:    9867/10000 (98.67%), error:       439.54767, best error:       418.24847 on epoch:    26, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 386.7677001953s, input_fired_time: 6.2052426338, output_fired_time: 4.7877321243, propagate_forward_time: 135.1077117920, propagate_backward_time: 234.1730194092, weight_update_time: 0.4921357632, other_time: 6.4940185547
epoch time: 28.8086872101s, input_fired_time: 0.6943212152, output_fired_time: 0.0000000000, propagate_forward_time: 26.9910945892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1232719421
validation[          , genome 14141] predictions:    9862/  10000 (98.62%), best:    9862/10000 (98.62%), error:       412.69690, best error:       412.69690 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 386.9018554688s, input_fired_time: 6.2130055428, output_fired_time: 4.7892389297, propagate_forward_time: 135.1833648682, propagate_backward_time: 234.2086181641, weight_update_time: 0.4921471179, other_time: 6.5076141357
epoch time: 28.8440303802s, input_fired_time: 0.7009904385, output_fired_time: 0.0000000000, propagate_forward_time: 27.0158977509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1271419525
validation[          , genome 14141] predictions:    9872/  10000 (98.72%), best:    9872/10000 (98.72%), error:       386.97186, best error:       386.97186 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 386.7601318359s, input_fired_time: 6.2108240128, output_fired_time: 4.7875800133, propagate_forward_time: 135.0716857910, propagate_backward_time: 234.1857147217, weight_update_time: 0.4930599332, other_time: 6.5043487549
epoch time: 28.8568477631s, input_fired_time: 0.7121440768, output_fired_time: 0.0000000000, propagate_forward_time: 27.0121231079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1325798035
validation[          , genome 14141] predictions:    9840/  10000 (98.40%), best:    9872/10000 (98.72%), error:       536.30347, best error:       386.97186 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 387.5670166016s, input_fired_time: 6.2509365082, output_fired_time: 4.7983422279, propagate_forward_time: 135.3465576172, propagate_backward_time: 234.6130828857, weight_update_time: 0.4947401583, other_time: 6.5580902100
epoch time: 28.8519554138s, input_fired_time: 0.7036027312, output_fired_time: 0.0000000000, propagate_forward_time: 27.0038471222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1445064545
validation[          , genome 14141] predictions:    9853/  10000 (98.53%), best:    9872/10000 (98.72%), error:       458.63458, best error:       386.97186 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 387.1293640137s, input_fired_time: 6.2363772392, output_fired_time: 4.7916002274, propagate_forward_time: 135.1098327637, propagate_backward_time: 234.4691925049, weight_update_time: 0.4947776794, other_time: 6.5223541260
epoch time: 28.8914127350s, input_fired_time: 0.7013102174, output_fired_time: 0.0000000000, propagate_forward_time: 27.0238151550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1662864685
validation[          , genome 14141] predictions:    9825/  10000 (98.25%), best:    9872/10000 (98.72%), error:       531.29553, best error:       386.97186 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 393.2446899414s, input_fired_time: 6.3454346657, output_fired_time: 4.8741049767, propagate_forward_time: 137.5107574463, propagate_backward_time: 237.8246154785, weight_update_time: 0.5023862123, other_time: 6.6897735596
epoch time: 31.3529357910s, input_fired_time: 0.7523230314, output_fired_time: 0.0000000000, propagate_forward_time: 29.3764228821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2241897583
validation[          , genome 14141] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       382.35080, best error:       382.35080 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 397.0899047852s, input_fired_time: 6.3386721611, output_fired_time: 4.9142365456, propagate_forward_time: 139.2998962402, propagate_backward_time: 239.9151306152, weight_update_time: 0.5048736930, other_time: 6.6219482422
epoch time: 34.3478469849s, input_fired_time: 0.7887352705, output_fired_time: 0.0000000000, propagate_forward_time: 32.3148841858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2442283630
validation[          , genome 14141] predictions:    9860/  10000 (98.60%), best:    9884/10000 (98.84%), error:       449.47382, best error:       382.35080 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 429.4755249023s, input_fired_time: 6.6173586845, output_fired_time: 5.3121466637, propagate_forward_time: 152.1372375488, propagate_backward_time: 258.5371704102, weight_update_time: 0.5307118893, other_time: 6.8716125488
epoch time: 40.0074462891s, input_fired_time: 0.8694661856, output_fired_time: 0.0000000000, propagate_forward_time: 37.7964248657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3415565491
validation[          , genome 14141] predictions:    9873/  10000 (98.73%), best:    9884/10000 (98.84%), error:       395.19373, best error:       382.35080 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 484.2795104980s, input_fired_time: 7.0158576965, output_fired_time: 6.0277705193, propagate_forward_time: 173.8302001953, propagate_backward_time: 290.3118896484, weight_update_time: 0.5672911406, other_time: 7.0937805176
epoch time: 43.0537300110s, input_fired_time: 0.9136654139, output_fired_time: 0.0000000000, propagate_forward_time: 40.7779197693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3621444702
validation[          , genome 14141] predictions:    9855/  10000 (98.55%), best:    9884/10000 (98.84%), error:       452.74890, best error:       382.35080 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 559.9605712891s, input_fired_time: 7.6120772362, output_fired_time: 6.9419007301, propagate_forward_time: 205.5130920410, propagate_backward_time: 332.3609924316, weight_update_time: 0.6255026460, other_time: 7.5325317383
epoch time: 45.2324447632s, input_fired_time: 0.9436520934, output_fired_time: 0.0000000000, propagate_forward_time: 42.9472312927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3415603638
validation[          , genome 14141] predictions:    9871/  10000 (98.71%), best:    9884/10000 (98.84%), error:       386.20221, best error:       382.35080 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 536.6254272461s, input_fired_time: 7.4272227287, output_fired_time: 6.6162776947, propagate_forward_time: 195.9536895752, propagate_backward_time: 319.1817626953, weight_update_time: 0.6055791974, other_time: 7.4464721680
epoch time: 44.8069458008s, input_fired_time: 0.9375922084, output_fired_time: 0.0000000000, propagate_forward_time: 42.5338172913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3355369568
validation[          , genome 14141] predictions:    9879/  10000 (98.79%), best:    9884/10000 (98.84%), error:       397.53226, best error:       382.35080 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 506.6013488770s, input_fired_time: 7.1929163933, output_fired_time: 6.2424516678, propagate_forward_time: 183.7225494385, propagate_backward_time: 302.2462158203, weight_update_time: 0.5858453512, other_time: 7.1972045898
epoch time: 28.9292621613s, input_fired_time: 0.7097490430, output_fired_time: 0.0000000000, propagate_forward_time: 27.0482311249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1712818146
validation[          , genome 14141] predictions:    9861/  10000 (98.61%), best:    9884/10000 (98.84%), error:       455.95566, best error:       382.35080 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 387.2092285156s, input_fired_time: 6.2824306488, output_fired_time: 4.7999906540, propagate_forward_time: 135.2516784668, propagate_backward_time: 234.3275604248, weight_update_time: 0.4968341589, other_time: 6.5475616455
epoch time: 28.9016418457s, input_fired_time: 0.7142789364, output_fired_time: 0.0000000000, propagate_forward_time: 27.0174999237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1698627472
validation[          , genome 14141] predictions:    9828/  10000 (98.28%), best:    9884/10000 (98.84%), error:       512.54749, best error:       382.35080 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 388.1815795898s, input_fired_time: 6.3088026047, output_fired_time: 4.8082084656, propagate_forward_time: 135.5420532227, propagate_backward_time: 234.9134063721, weight_update_time: 0.4973478019, other_time: 6.6091156006
epoch time: 28.8622226715s, input_fired_time: 0.7053287029, output_fired_time: 0.0000000000, propagate_forward_time: 27.0089168549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1479778290
validation[          , genome 14141] predictions:    9879/  10000 (98.79%), best:    9879/10000 (98.79%), error:       374.14963, best error:       374.14963 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 387.2589721680s, input_fired_time: 6.2752251625, output_fired_time: 4.7970051765, propagate_forward_time: 135.2101440430, propagate_backward_time: 234.4250183105, weight_update_time: 0.4953367412, other_time: 6.5515747070
epoch time: 28.8578929901s, input_fired_time: 0.7006641626, output_fired_time: 0.0000000000, propagate_forward_time: 27.0131912231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1440372467
validation[          , genome 14141] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       361.28833, best error:       361.28833 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 386.7026062012s, input_fired_time: 6.2392244339, output_fired_time: 4.7869939804, propagate_forward_time: 135.0640258789, propagate_backward_time: 234.1046752930, weight_update_time: 0.4931793809, other_time: 6.5076904297
epoch time: 28.8506355286s, input_fired_time: 0.6982657909, output_fired_time: 0.0000000000, propagate_forward_time: 27.0162887573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1360816956
validation[          , genome 14141] predictions:    9874/  10000 (98.74%), best:    9884/10000 (98.84%), error:       396.52490, best error:       361.28833 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 386.6951293945s, input_fired_time: 6.2451539040, output_fired_time: 4.7863636017, propagate_forward_time: 135.0730895996, propagate_backward_time: 234.1008148193, weight_update_time: 0.4923765957, other_time: 6.4897003174
epoch time: 28.8454914093s, input_fired_time: 0.7059932351, output_fired_time: 0.0000000000, propagate_forward_time: 27.0104751587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1290225983
validation[          , genome 14141] predictions:    9882/  10000 (98.82%), best:    9884/10000 (98.84%), error:       367.25967, best error:       361.28833 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 386.8817138672s, input_fired_time: 6.2486162186, output_fired_time: 4.7880520821, propagate_forward_time: 135.1048278809, propagate_backward_time: 234.2318267822, weight_update_time: 0.4936032593, other_time: 6.5083770752
epoch time: 28.9153900146s, input_fired_time: 0.7049069405, output_fired_time: 0.0000000000, propagate_forward_time: 27.0665988922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1438846588
validation[          , genome 14141] predictions:    9885/  10000 (98.85%), best:    9884/10000 (98.84%), error:       374.55432, best error:       361.28833 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 440.1188049316s, input_fired_time: 6.8625268936, output_fired_time: 4.7883448601, propagate_forward_time: 153.8681030273, propagate_backward_time: 266.4574279785, weight_update_time: 0.4939883351, other_time: 8.1424255371
epoch time: 35.9883575439s, input_fired_time: 0.7063208222, output_fired_time: 0.0000000000, propagate_forward_time: 33.7317428589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5502929688
validation[          , genome 14141] predictions:    9881/  10000 (98.81%), best:    9884/10000 (98.84%), error:       396.38181, best error:       361.28833 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 484.0565490723s, input_fired_time: 7.6709551811, output_fired_time: 5.6085619926, propagate_forward_time: 169.9640045166, propagate_backward_time: 293.4773559570, weight_update_time: 0.4951449633, other_time: 7.3356933594
epoch time: 36.1994819641s, input_fired_time: 1.1154944897, output_fired_time: 0.0000000000, propagate_forward_time: 33.5279998779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5559883118
validation[          , genome 14141] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       358.88144, best error:       358.88144 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 484.3295898438s, input_fired_time: 8.1115102768, output_fired_time: 5.6054649353, propagate_forward_time: 168.7837677002, propagate_backward_time: 293.0589294434, weight_update_time: 0.6993170381, other_time: 8.7699279785
epoch time: 36.2201995850s, input_fired_time: 0.7199890018, output_fired_time: 0.0000000000, propagate_forward_time: 34.1203384399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3798713684
validation[          , genome 14141] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       360.78177, best error:       358.88144 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 483.8367919922s, input_fired_time: 7.3098006248, output_fired_time: 5.8133583069, propagate_forward_time: 170.0018920898, propagate_backward_time: 291.3272094727, weight_update_time: 0.5010948777, other_time: 9.3845214844
epoch time: 36.3136558533s, input_fired_time: 0.9121389389, output_fired_time: 0.0000000000, propagate_forward_time: 33.6330223083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7684936523
validation[          , genome 14141] predictions:    9890/  10000 (98.90%), best:    9889/10000 (98.89%), error:       359.20428, best error:       358.88144 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 483.7472839355s, input_fired_time: 8.1185874939, output_fired_time: 7.2326827049, propagate_forward_time: 167.3157958984, propagate_backward_time: 293.5376281738, weight_update_time: 0.9015285969, other_time: 7.5425720215
epoch time: 35.9980506897s, input_fired_time: 1.1144535542, output_fired_time: 0.0000000000, propagate_forward_time: 33.5373306274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3462677002
validation[          , genome 14141] predictions:    9882/  10000 (98.82%), best:    9889/10000 (98.89%), error:       362.15393, best error:       358.88144 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 483.8836059570s, input_fired_time: 7.4992656708, output_fired_time: 6.0096740723, propagate_forward_time: 169.5123596191, propagate_backward_time: 292.3129882813, weight_update_time: 0.6978659630, other_time: 8.5493164063
epoch time: 35.9843978882s, input_fired_time: 1.1116816998, output_fired_time: 0.0000000000, propagate_forward_time: 33.1173553467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7553596497
validation[          , genome 14141] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       352.33606, best error:       352.33606 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 484.1143798828s, input_fired_time: 7.9013013840, output_fired_time: 5.8119306564, propagate_forward_time: 169.3626098633, propagate_backward_time: 293.4931030273, weight_update_time: 0.4955951869, other_time: 7.5454406738
epoch time: 35.9955787659s, input_fired_time: 0.7051088810, output_fired_time: 0.0000000000, propagate_forward_time: 33.7279663086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5625038147
validation[          , genome 14141] predictions:    9879/  10000 (98.79%), best:    9888/10000 (98.88%), error:       373.31143, best error:       352.33606 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 483.7418823242s, input_fired_time: 7.5011587143, output_fired_time: 5.8059611320, propagate_forward_time: 167.5541076660, propagate_backward_time: 292.8937072754, weight_update_time: 1.7137078047, other_time: 9.9869384766
epoch time: 36.1801681519s, input_fired_time: 1.1174893379, output_fired_time: 0.0000000000, propagate_forward_time: 33.7233352661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3393440247
validation[          , genome 14141] predictions:    9873/  10000 (98.73%), best:    9888/10000 (98.88%), error:       401.97348, best error:       352.33606 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 483.6249694824s, input_fired_time: 7.2933664322, output_fired_time: 5.3975100517, propagate_forward_time: 169.7483673096, propagate_backward_time: 294.2670593262, weight_update_time: 0.4937233925, other_time: 6.9186706543
epoch time: 36.2281951904s, input_fired_time: 0.9161199331, output_fired_time: 0.0000000000, propagate_forward_time: 33.7632865906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5487899780
validation[          , genome 14141] predictions:    9877/  10000 (98.77%), best:    9888/10000 (98.88%), error:       412.73892, best error:       352.33606 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 483.5450134277s, input_fired_time: 7.6985836029, output_fired_time: 6.2089662552, propagate_forward_time: 169.1126098633, propagate_backward_time: 293.0000915527, weight_update_time: 0.4934093654, other_time: 7.5247802734
epoch time: 36.1868400574s, input_fired_time: 0.9115186930, output_fired_time: 0.0000000000, propagate_forward_time: 33.7287178040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5466041565
validation[          , genome 14141] predictions:    9877/  10000 (98.77%), best:    9888/10000 (98.88%), error:       375.07919, best error:       352.33606 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 483.6237792969s, input_fired_time: 7.5049643517, output_fired_time: 5.8046603203, propagate_forward_time: 169.7052307129, propagate_backward_time: 293.2716064453, weight_update_time: 0.4942996502, other_time: 7.3373107910
epoch time: 36.2265472412s, input_fired_time: 0.7149449587, output_fired_time: 0.0000000000, propagate_forward_time: 33.9411087036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5704917908
validation[          , genome 14141] predictions:    9890/  10000 (98.90%), best:    9888/10000 (98.88%), error:       367.52676, best error:       352.33606 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 483.7609558105s, input_fired_time: 7.7345495224, output_fired_time: 7.4375624657, propagate_forward_time: 171.1127929688, propagate_backward_time: 290.7327270508, weight_update_time: 0.4967072606, other_time: 6.7433166504
epoch time: 36.2050819397s, input_fired_time: 0.9125632644, output_fired_time: 0.0000000000, propagate_forward_time: 34.1216430664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1708755493
validation[          , genome 14141] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       350.24298, best error:       350.24298 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 493.6455383301s, input_fired_time: 7.8197426796, output_fired_time: 6.7124137878, propagate_forward_time: 171.4520263672, propagate_backward_time: 299.1558532715, weight_update_time: 0.5053331256, other_time: 8.5055236816
epoch time: 38.0796585083s, input_fired_time: 0.9375178218, output_fired_time: 0.0000000000, propagate_forward_time: 35.9160461426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2260932922
validation[          , genome 14141] predictions:    9875/  10000 (98.75%), best:    9887/10000 (98.87%), error:       378.41788, best error:       350.24298 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 528.5811767578s, input_fired_time: 8.2917823792, output_fired_time: 6.0281176567, propagate_forward_time: 185.9581604004, propagate_backward_time: 318.7008361816, weight_update_time: 0.5303449035, other_time: 9.6022338867
epoch time: 38.0457534790s, input_fired_time: 0.7403804064, output_fired_time: 0.0000000000, propagate_forward_time: 35.4573707581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8480033875
validation[          , genome 14141] predictions:    9890/  10000 (98.90%), best:    9887/10000 (98.87%), error:       360.11395, best error:       350.24298 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 547.0277709961s, input_fired_time: 7.6332063675, output_fired_time: 7.2149372101, propagate_forward_time: 194.1666259766, propagate_backward_time: 327.3684387207, weight_update_time: 0.9517415762, other_time: 10.6445617676
epoch time: 48.0883522034s, input_fired_time: 1.0754224062, output_fired_time: 0.0000000000, propagate_forward_time: 45.0046081543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0083198547
validation[          , genome 14141] predictions:    9885/  10000 (98.85%), best:    9887/10000 (98.87%), error:       358.20721, best error:       350.24298 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 594.4992065430s, input_fired_time: 9.1900777817, output_fired_time: 7.4729013443, propagate_forward_time: 213.8534545898, propagate_backward_time: 353.7051086426, weight_update_time: 0.5735259056, other_time: 10.2776794434
epoch time: 39.4385643005s, input_fired_time: 0.7569112182, output_fired_time: 0.0000000000, propagate_forward_time: 37.3627700806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3188819885
validation[          , genome 14141] predictions:    9867/  10000 (98.67%), best:    9887/10000 (98.87%), error:       443.43866, best error:       350.24298 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 530.5944824219s, input_fired_time: 8.9427804947, output_fired_time: 6.6845159531, propagate_forward_time: 188.8871612549, propagate_backward_time: 316.3383789063, weight_update_time: 0.5341348648, other_time: 9.7416381836
epoch time: 41.4846343994s, input_fired_time: 0.7866879106, output_fired_time: 0.0000000000, propagate_forward_time: 39.3886222839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3093223572
validation[          , genome 14141] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       341.87024, best error:       341.87024 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 536.4539794922s, input_fired_time: 8.9896087646, output_fired_time: 6.9091205597, propagate_forward_time: 189.5751037598, propagate_backward_time: 321.9035644531, weight_update_time: 0.5360793471, other_time: 9.0765686035
epoch time: 40.9823379517s, input_fired_time: 0.7865187526, output_fired_time: 0.0000000000, propagate_forward_time: 38.0799713135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1158485413
validation[          , genome 14141] predictions:    9888/  10000 (98.88%), best:    9901/10000 (99.01%), error:       363.22852, best error:       341.87024 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 548.6925048828s, input_fired_time: 7.6423754692, output_fired_time: 6.6389350891, propagate_forward_time: 196.5013122559, propagate_backward_time: 327.8464355469, weight_update_time: 0.5460277796, other_time: 10.0634460449
epoch time: 41.4117202759s, input_fired_time: 0.9881299138, output_fired_time: 0.0000000000, propagate_forward_time: 39.1367416382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2868499756
validation[          , genome 14141] predictions:    9886/  10000 (98.86%), best:    9901/10000 (99.01%), error:       371.22754, best error:       341.87024 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 544.5962524414s, input_fired_time: 9.0234603882, output_fired_time: 5.9764137268, propagate_forward_time: 194.2450561523, propagate_backward_time: 326.7208251953, weight_update_time: 0.5415459275, other_time: 8.6304931641
epoch time: 40.7699584961s, input_fired_time: 0.9889307618, output_fired_time: 0.0000000000, propagate_forward_time: 37.9804229736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8006057739
validation[          , genome 14141] predictions:    9894/  10000 (98.94%), best:    9901/10000 (99.01%), error:       358.62366, best error:       341.87024 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 537.7409667969s, input_fired_time: 8.1696681976, output_fired_time: 6.4996361732, propagate_forward_time: 189.5879669189, propagate_backward_time: 323.6119689941, weight_update_time: 0.5373903513, other_time: 9.8717346191
epoch time: 40.1741065979s, input_fired_time: 0.9748343229, output_fired_time: 0.0000000000, propagate_forward_time: 37.7059974670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4932746887
validation[          , genome 14141] predictions:    9891/  10000 (98.91%), best:    9901/10000 (99.01%), error:       364.50897, best error:       341.87024 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 547.6566772461s, input_fired_time: 9.4530048370, output_fired_time: 6.2068696022, propagate_forward_time: 194.2696685791, propagate_backward_time: 328.1495971680, weight_update_time: 0.9497213960, other_time: 9.5775756836
epoch time: 41.3662223816s, input_fired_time: 1.3949092627, output_fired_time: 0.0000000000, propagate_forward_time: 37.9354591370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0358543396
validation[          , genome 14141] predictions:    9885/  10000 (98.85%), best:    9901/10000 (99.01%), error:       348.93887, best error:       341.87024 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 556.9545898438s, input_fired_time: 9.1201705933, output_fired_time: 6.9140710831, propagate_forward_time: 198.0666198730, propagate_backward_time: 332.9151306152, weight_update_time: 1.1616623402, other_time: 9.9385986328
epoch time: 43.6007690430s, input_fired_time: 1.0200521946, output_fired_time: 0.0000000000, propagate_forward_time: 40.8837966919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6969184875
validation[          , genome 14141] predictions:    9893/  10000 (98.93%), best:    9901/10000 (99.01%), error:       352.03491, best error:       341.87024 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 533.2902221680s, input_fired_time: 8.5569448471, output_fired_time: 6.6817965508, propagate_forward_time: 188.7950439453, propagate_backward_time: 320.1551513672, weight_update_time: 0.7402547002, other_time: 9.1012573242
epoch time: 42.0788307190s, input_fired_time: 0.8009691834, output_fired_time: 0.0000000000, propagate_forward_time: 39.7386627197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5391998291
validation[          , genome 14141] predictions:    9888/  10000 (98.88%), best:    9901/10000 (99.01%), error:       376.56760, best error:       341.87024 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 492.9669799805s, input_fired_time: 8.6559410095, output_fired_time: 6.0989470482, propagate_forward_time: 171.5037994385, propagate_backward_time: 298.0908813477, weight_update_time: 0.5058170557, other_time: 8.6174316406
epoch time: 36.2670516968s, input_fired_time: 0.9218273163, output_fired_time: 0.0000000000, propagate_forward_time: 33.7501678467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5950546265
validation[          , genome 14141] predictions:    9883/  10000 (98.83%), best:    9901/10000 (99.01%), error:       376.12228, best error:       341.87024 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 484.7518615723s, input_fired_time: 8.9907951355, output_fired_time: 5.6163601875, propagate_forward_time: 168.1891632080, propagate_backward_time: 294.5514526367, weight_update_time: 0.7028390765, other_time: 7.4041137695
epoch time: 36.2457580566s, input_fired_time: 0.7238820791, output_fired_time: 0.0000000000, propagate_forward_time: 34.1341171265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3877601624
validation[          , genome 14141] predictions:    9889/  10000 (98.89%), best:    9901/10000 (99.01%), error:       348.11563, best error:       341.87024 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 484.5211486816s, input_fired_time: 7.5746850967, output_fired_time: 5.6114788055, propagate_forward_time: 170.0739440918, propagate_backward_time: 294.0895385742, weight_update_time: 0.4986838400, other_time: 7.1715087891
epoch time: 36.2398376465s, input_fired_time: 0.7189406157, output_fired_time: 0.0000000000, propagate_forward_time: 33.9303550720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5905418396
validation[          , genome 14141] predictions:    9893/  10000 (98.93%), best:    9901/10000 (99.01%), error:       344.33224, best error:       341.87024 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 485.1144104004s, input_fired_time: 7.5954160690, output_fired_time: 5.6205015182, propagate_forward_time: 170.6298217773, propagate_backward_time: 293.4726562500, weight_update_time: 0.7026088238, other_time: 7.7959899902
epoch time: 36.0433311462s, input_fired_time: 0.9260686040, output_fired_time: 0.0000000000, propagate_forward_time: 33.5265274048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5907363892
validation[          , genome 14141] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       341.08987, best error:       341.08987 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 484.6589050293s, input_fired_time: 7.7985415459, output_fired_time: 6.4317116737, propagate_forward_time: 167.9712371826, propagate_backward_time: 293.2300415039, weight_update_time: 0.7023696899, other_time: 9.2273559570
epoch time: 36.3171958923s, input_fired_time: 0.9264096022, output_fired_time: 0.0000000000, propagate_forward_time: 33.7947769165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5960083008
validation[          , genome 14141] predictions:    9888/  10000 (98.88%), best:    9897/10000 (98.97%), error:       372.07755, best error:       341.08987 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 484.7108764648s, input_fired_time: 7.3927989006, output_fired_time: 6.2272863388, propagate_forward_time: 169.4397430420, propagate_backward_time: 293.2415466309, weight_update_time: 0.9055422544, other_time: 8.4095153809
epoch time: 36.2465515137s, input_fired_time: 0.7200000882, output_fired_time: 0.0000000000, propagate_forward_time: 33.9360580444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5904922485
validation[          , genome 14141] predictions:    9895/  10000 (98.95%), best:    9897/10000 (98.97%), error:       351.29349, best error:       341.08987 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 484.8078002930s, input_fired_time: 8.8126420975, output_fired_time: 5.2140479088, propagate_forward_time: 168.8392944336, propagate_backward_time: 294.1314392090, weight_update_time: 0.7024391294, other_time: 7.8103637695
epoch time: 36.0721473694s, input_fired_time: 0.7219403982, output_fired_time: 0.0000000000, propagate_forward_time: 33.5570068359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7932014465
validation[          , genome 14141] predictions:    9893/  10000 (98.93%), best:    9897/10000 (98.97%), error:       348.57214, best error:       341.08987 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 484.9943237305s, input_fired_time: 8.6221599579, output_fired_time: 7.2462735176, propagate_forward_time: 168.2708282471, propagate_backward_time: 292.6502990723, weight_update_time: 0.7026069760, other_time: 8.2047424316
epoch time: 36.3804168701s, input_fired_time: 0.7245171666, output_fired_time: 0.0000000000, propagate_forward_time: 34.0592613220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5966377258
validation[          , genome 14141] predictions:    9892/  10000 (98.92%), best:    9897/10000 (98.97%), error:       356.77222, best error:       341.08987 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 485.7182617188s, input_fired_time: 8.4135847092, output_fired_time: 5.0194883347, propagate_forward_time: 168.2957763672, propagate_backward_time: 294.9725646973, weight_update_time: 0.9062131047, other_time: 9.0168457031
epoch time: 36.2724571228s, input_fired_time: 0.7224223614, output_fired_time: 0.0000000000, propagate_forward_time: 34.3608131409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1892204285
validation[          , genome 14141] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       337.70990, best error:       337.70990 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 484.8928527832s, input_fired_time: 7.6009836197, output_fired_time: 6.8422045708, propagate_forward_time: 169.6683197021, propagate_backward_time: 293.3807678223, weight_update_time: 0.7033423781, other_time: 7.4006042480
epoch time: 36.1251792908s, input_fired_time: 1.1286261082, output_fired_time: 0.0000000000, propagate_forward_time: 33.6015968323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3949546814
validation[          , genome 14141] predictions:    9898/  10000 (98.98%), best:    9897/10000 (98.97%), error:       339.98395, best error:       337.70990 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 485.4038085938s, input_fired_time: 8.4079065323, output_fired_time: 6.0258932114, propagate_forward_time: 167.6250152588, propagate_backward_time: 294.1320495605, weight_update_time: 0.7017861009, other_time: 9.2129821777
epoch time: 36.2985763550s, input_fired_time: 0.7199058533, output_fired_time: 0.0000000000, propagate_forward_time: 34.2187614441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3599090576
validation[          , genome 14141] predictions:    9894/  10000 (98.94%), best:    9897/10000 (98.97%), error:       367.49518, best error:       337.70990 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 484.9508056641s, input_fired_time: 7.5922956467, output_fired_time: 6.0198645592, propagate_forward_time: 169.1352233887, propagate_backward_time: 294.2341308594, weight_update_time: 0.4970710874, other_time: 7.9692993164
epoch time: 36.0225372314s, input_fired_time: 0.7256850600, output_fired_time: 0.0000000000, propagate_forward_time: 33.7347984314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5620536804
validation[          , genome 14141] predictions:    9880/  10000 (98.80%), best:    9897/10000 (98.97%), error:       382.45065, best error:       337.70990 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 484.2195434570s, input_fired_time: 7.3745532036, output_fired_time: 5.8113913536, propagate_forward_time: 169.8368072510, propagate_backward_time: 293.4495849609, weight_update_time: 0.6993862391, other_time: 7.7471923828
epoch time: 36.5732803345s, input_fired_time: 0.7330927849, output_fired_time: 0.0000000000, propagate_forward_time: 34.6738281250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1663589478
validation[          , genome 14141] predictions:    9888/  10000 (98.88%), best:    9897/10000 (98.97%), error:       357.46442, best error:       337.70990 on epoch:    88, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 484.8480529785s, input_fired_time: 7.7910151482, output_fired_time: 6.0227656364, propagate_forward_time: 168.7127838135, propagate_backward_time: 292.1347961426, weight_update_time: 0.6999463439, other_time: 10.1866760254
epoch time: 36.3255691528s, input_fired_time: 0.9326285720, output_fired_time: 0.0000000000, propagate_forward_time: 34.2326393127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1603012085
validation[          , genome 14141] predictions:    9894/  10000 (98.94%), best:    9897/10000 (98.97%), error:       343.82132, best error:       337.70990 on epoch:    88, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 485.0300903320s, input_fired_time: 7.1947731972, output_fired_time: 6.4268345833, propagate_forward_time: 169.2604370117, propagate_backward_time: 293.3568725586, weight_update_time: 0.7004851699, other_time: 8.7911682129
epoch time: 36.0219459534s, input_fired_time: 0.7233148813, output_fired_time: 0.0000000000, propagate_forward_time: 33.9391517639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3594779968
validation[          , genome 14141] predictions:    9859/  10000 (98.59%), best:    9897/10000 (98.97%), error:       425.91174, best error:       337.70990 on epoch:    88, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 483.9490966797s, input_fired_time: 7.5705533028, output_fired_time: 6.0084285736, propagate_forward_time: 170.5612640381, propagate_backward_time: 291.6680297852, weight_update_time: 0.9011456966, other_time: 8.1408081055
epoch time: 36.4791412354s, input_fired_time: 0.7382968664, output_fired_time: 0.0000000000, propagate_forward_time: 33.9642333984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7766113281
validation[          , genome 14141] predictions:    9898/  10000 (98.98%), best:    9897/10000 (98.97%), error:       345.76785, best error:       337.70990 on epoch:    88, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 484.2420043945s, input_fired_time: 9.0085859299, output_fired_time: 5.1977639198, propagate_forward_time: 168.7088317871, propagate_backward_time: 294.5967712402, weight_update_time: 0.4954271317, other_time: 6.7300720215
epoch time: 36.2262458801s, input_fired_time: 1.1329880953, output_fired_time: 0.0000000000, propagate_forward_time: 33.9475975037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1456604004
validation[          , genome 14141] predictions:    9892/  10000 (98.92%), best:    9897/10000 (98.97%), error:       345.17746, best error:       337.70990 on epoch:    88, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 484.5329589844s, input_fired_time: 7.3811907768, output_fired_time: 6.0103406906, propagate_forward_time: 169.0233459473, propagate_backward_time: 292.7427368164, weight_update_time: 0.6989569068, other_time: 9.3753356934
epoch time: 36.3013000488s, input_fired_time: 0.9288443327, output_fired_time: 0.0000000000, propagate_forward_time: 33.6133384705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7591171265
validation[          , genome 14141] predictions:    9886/  10000 (98.86%), best:    9897/10000 (98.97%), error:       347.93314, best error:       337.70990 on epoch:    88, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 484.4144897461s, input_fired_time: 8.0013294220, output_fired_time: 6.2169041634, propagate_forward_time: 168.3149719238, propagate_backward_time: 292.2929382324, weight_update_time: 0.9024416208, other_time: 9.5883178711
epoch time: 36.2713127136s, input_fired_time: 0.9337480068, output_fired_time: 0.0000000000, propagate_forward_time: 33.7720756531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5654907227
validation[          , genome 14141] predictions:    9884/  10000 (98.84%), best:    9897/10000 (98.97%), error:       361.36292, best error:       337.70990 on epoch:    88, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 484.2316284180s, input_fired_time: 8.8080091476, output_fired_time: 6.0139722824, propagate_forward_time: 169.6673126221, propagate_backward_time: 293.0120849609, weight_update_time: 0.4952280819, other_time: 6.7302246094
epoch time: 36.0709075928s, input_fired_time: 0.7294352651, output_fired_time: 0.0000000000, propagate_forward_time: 33.7788810730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5625915527
validation[          , genome 14141] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       335.09189, best error:       335.09189 on epoch:    99, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 484.2570800781s, input_fired_time: 8.4099941254, output_fired_time: 6.0108284950, propagate_forward_time: 169.6574859619, propagate_backward_time: 292.4253234863, weight_update_time: 0.6988701820, other_time: 7.7534484863
epoch time: 36.2218666077s, input_fired_time: 0.7264324427, output_fired_time: 0.0000000000, propagate_forward_time: 33.9389114380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5565223694
validation[          , genome 14141] predictions:    9899/  10000 (98.99%), best:    9897/10000 (98.97%), error:       340.53134, best error:       335.09189 on epoch:    99, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 181.1889648438s, input_fired_time: 4.2604465485, output_fired_time: 0.0000000000, propagate_forward_time: 169.4608764648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.4676361084
best training[          , genome 14141] predictions:   49999/  50000 (100.00%), best:    9897/10000 (98.97%), error:       144.85143, best error:       335.09189 on epoch:    99, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 36.0277175903s, input_fired_time: 0.7174217701, output_fired_time: 0.0000000000, propagate_forward_time: 33.9611396790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3491554260
   testing[          , genome 14141] predictions:    9915/  10000 (99.15%), best:    9897/10000 (98.97%), error:       282.44803, best error:       335.09189 on epoch:    99, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:17:32 (1564): called boinc_finish(0)

</stderr_txt>
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