Nameexact_genome_1512568488_45_5735_1
Workunit2599902
Created7 Dec 2017, 16:09:52 UTC
Sent7 Dec 2017, 16:12:55 UTC
Report deadline13 Dec 2017, 8:45:29 UTC
Received8 Dec 2017, 17:36:11 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57927
Run time2 hours 42 min 50 sec
CPU time2 hours 42 min 27 sec
Validate stateValid
Credit1,422.32
Device peak FLOPS3.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.66 MB
Peak swap size152.47 MB
Peak disk usage1.17 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 88.7975997925s, input_fired_time: 0.7291941643, output_fired_time: 0.5832613111, propagate_forward_time: 32.8839759827, propagate_backward_time: 52.6272468567, weight_update_time: 0.1276176274, other_time: 1.9739227295
epoch time: 7.0561499596s, input_fired_time: 0.0819834545, output_fired_time: 0.0000000000, propagate_forward_time: 6.6221809387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3519854546
validation[          , genome  5735] predictions:    9637/  10000 (96.37%), best:    9692/10000 (96.92%), error:      1170.33496, best error:       982.49017 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 88.6040573120s, input_fired_time: 0.7266421914, output_fired_time: 0.5826328993, propagate_forward_time: 32.8881568909, propagate_backward_time: 52.4394340515, weight_update_time: 0.1260307133, other_time: 1.9671936035
epoch time: 6.9514021873s, input_fired_time: 0.0823261961, output_fired_time: 0.0000000000, propagate_forward_time: 6.5150475502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3540282249
validation[          , genome  5735] predictions:    9690/  10000 (96.90%), best:    9692/10000 (96.92%), error:      1015.78687, best error:       982.49017 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 88.4319076538s, input_fired_time: 0.7261802554, output_fired_time: 0.5780178905, propagate_forward_time: 32.6553955078, propagate_backward_time: 52.4934425354, weight_update_time: 0.1277875006, other_time: 1.9788703918
epoch time: 6.9410147667s, input_fired_time: 0.0816661417, output_fired_time: 0.0000000000, propagate_forward_time: 6.5081663132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3511824608
validation[          , genome  5735] predictions:    9712/  10000 (97.12%), best:    9692/10000 (96.92%), error:       986.00208, best error:       982.49017 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 87.9445037842s, input_fired_time: 0.7227736712, output_fired_time: 0.5802781582, propagate_forward_time: 32.5556716919, propagate_backward_time: 52.1173858643, weight_update_time: 0.1261475235, other_time: 1.9683990479
epoch time: 6.9443726540s, input_fired_time: 0.0817675591, output_fired_time: 0.0000000000, propagate_forward_time: 6.5097398758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3528652191
validation[          , genome  5735] predictions:    9592/  10000 (95.92%), best:    9692/10000 (96.92%), error:      1401.02271, best error:       982.49017 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 88.6399307251s, input_fired_time: 0.7249769568, output_fired_time: 0.5801554322, propagate_forward_time: 32.8825683594, propagate_backward_time: 52.4629096985, weight_update_time: 0.1266276985, other_time: 1.9893226624
epoch time: 6.9418411255s, input_fired_time: 0.0811966062, output_fired_time: 0.0000000000, propagate_forward_time: 6.5089735985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3516707420
validation[          , genome  5735] predictions:    9694/  10000 (96.94%), best:    9692/10000 (96.92%), error:       990.89270, best error:       982.49017 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 88.3960113525s, input_fired_time: 0.7256916761, output_fired_time: 0.5814645290, propagate_forward_time: 32.7527885437, propagate_backward_time: 52.3569564819, weight_update_time: 0.1278086007, other_time: 1.9791069031
epoch time: 7.0406742096s, input_fired_time: 0.0827155411, output_fired_time: 0.0000000000, propagate_forward_time: 6.6039080620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3540506363
validation[          , genome  5735] predictions:    9698/  10000 (96.98%), best:    9698/10000 (96.98%), error:       979.70129, best error:       979.70129 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 88.6203002930s, input_fired_time: 0.7311792970, output_fired_time: 0.5821055770, propagate_forward_time: 32.8542976379, propagate_backward_time: 52.4774818420, weight_update_time: 0.1265257150, other_time: 1.9752349854
epoch time: 6.9492764473s, input_fired_time: 0.0823938176, output_fired_time: 0.0000000000, propagate_forward_time: 6.5136613846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3532214165
validation[          , genome  5735] predictions:    9653/  10000 (96.53%), best:    9698/10000 (96.98%), error:      1092.27673, best error:       979.70129 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 88.0770034790s, input_fired_time: 0.7264798284, output_fired_time: 0.5788590312, propagate_forward_time: 32.5961341858, propagate_backward_time: 52.1986732483, weight_update_time: 0.1265032291, other_time: 1.9768600464
epoch time: 6.9455146790s, input_fired_time: 0.0821229219, output_fired_time: 0.0000000000, propagate_forward_time: 6.5112295151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3521623611
validation[          , genome  5735] predictions:    9673/  10000 (96.73%), best:    9698/10000 (96.98%), error:      1074.12354, best error:       979.70129 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 89.7047500610s, input_fired_time: 0.7428070903, output_fired_time: 0.6085567474, propagate_forward_time: 33.2420654297, propagate_backward_time: 53.0972633362, weight_update_time: 0.1280795485, other_time: 2.0140571594
epoch time: 7.1182422638s, input_fired_time: 0.0842034444, output_fired_time: 0.0000000000, propagate_forward_time: 6.6255221367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4085168839
validation[          , genome  5735] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:       937.13678, best error:       937.13678 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 91.3267517090s, input_fired_time: 0.7544579506, output_fired_time: 0.6412996650, propagate_forward_time: 33.1328964233, propagate_backward_time: 54.5533943176, weight_update_time: 0.1362825781, other_time: 2.2447090149
epoch time: 7.1089329720s, input_fired_time: 0.0833637565, output_fired_time: 0.0000000000, propagate_forward_time: 6.6202611923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4053082466
validation[          , genome  5735] predictions:    9680/  10000 (96.80%), best:    9711/10000 (97.11%), error:      1012.67725, best error:       937.13678 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 91.3227462769s, input_fired_time: 0.7559109926, output_fired_time: 0.6396577358, propagate_forward_time: 33.1149139404, propagate_backward_time: 54.5940856934, weight_update_time: 0.1354024112, other_time: 2.2181777954
epoch time: 6.9788231850s, input_fired_time: 0.0826887265, output_fired_time: 0.0000000000, propagate_forward_time: 6.5423684120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537659645
validation[          , genome  5735] predictions:    9700/  10000 (97.00%), best:    9711/10000 (97.11%), error:       937.94531, best error:       937.13678 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 87.9476623535s, input_fired_time: 0.7330382466, output_fired_time: 0.5867723823, propagate_forward_time: 32.6045417786, propagate_backward_time: 52.0433578491, weight_update_time: 0.1283884346, other_time: 1.9799537659
epoch time: 6.9534006119s, input_fired_time: 0.0829364061, output_fired_time: 0.0000000000, propagate_forward_time: 6.5158839226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3545804024
validation[          , genome  5735] predictions:    9692/  10000 (96.92%), best:    9711/10000 (97.11%), error:      1030.09192, best error:       937.13678 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 89.9927825928s, input_fired_time: 0.7516922951, output_fired_time: 0.5946646929, propagate_forward_time: 33.1313209534, propagate_backward_time: 53.4692192078, weight_update_time: 0.1334110200, other_time: 2.0458831787
epoch time: 7.1271934509s, input_fired_time: 0.0843428373, output_fired_time: 0.0000000000, propagate_forward_time: 6.6872863770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3555641174
validation[          , genome  5735] predictions:    9688/  10000 (96.88%), best:    9711/10000 (97.11%), error:      1042.70325, best error:       937.13678 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 89.3177490234s, input_fired_time: 0.7321530581, output_fired_time: 0.5821403265, propagate_forward_time: 33.1286277771, propagate_backward_time: 52.8944511414, weight_update_time: 0.1267620474, other_time: 1.9803771973
epoch time: 6.9425635338s, input_fired_time: 0.0822890475, output_fired_time: 0.0000000000, propagate_forward_time: 6.5079436302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3523306847
validation[          , genome  5735] predictions:    9708/  10000 (97.08%), best:    9708/10000 (97.08%), error:       895.15741, best error:       895.15741 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 88.9738235474s, input_fired_time: 0.7393071651, output_fired_time: 0.5774822831, propagate_forward_time: 32.9794273376, propagate_backward_time: 52.7037391663, weight_update_time: 0.1263058782, other_time: 1.9738693237
epoch time: 7.0295639038s, input_fired_time: 0.0823167711, output_fired_time: 0.0000000000, propagate_forward_time: 6.5951900482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3520569801
validation[          , genome  5735] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       866.87195, best error:       866.87195 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 88.8701477051s, input_fired_time: 0.7334770560, output_fired_time: 0.5805652738, propagate_forward_time: 32.9943199158, propagate_backward_time: 52.5995941162, weight_update_time: 0.1269195974, other_time: 1.9621925354
epoch time: 7.0088295937s, input_fired_time: 0.0826021656, output_fired_time: 0.0000000000, propagate_forward_time: 6.5734200478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3528075218
validation[          , genome  5735] predictions:    9689/  10000 (96.89%), best:    9725/10000 (97.25%), error:      1042.69128, best error:       866.87195 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 88.6984329224s, input_fired_time: 0.7340201735, output_fired_time: 0.5822380185, propagate_forward_time: 32.8836364746, propagate_backward_time: 52.5362930298, weight_update_time: 0.1271445453, other_time: 1.9622497559
epoch time: 6.9990768433s, input_fired_time: 0.0818581730, output_fired_time: 0.0000000000, propagate_forward_time: 6.5664858818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3507328033
validation[          , genome  5735] predictions:    9711/  10000 (97.11%), best:    9725/10000 (97.25%), error:       946.37048, best error:       866.87195 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 88.6323089600s, input_fired_time: 0.7331573963, output_fired_time: 0.5817413926, propagate_forward_time: 32.8430862427, propagate_backward_time: 52.5169181824, weight_update_time: 0.1267898977, other_time: 1.9574089050
epoch time: 7.0055880547s, input_fired_time: 0.0824425295, output_fired_time: 0.0000000000, propagate_forward_time: 6.5715813637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3515639305
validation[          , genome  5735] predictions:    9720/  10000 (97.20%), best:    9725/10000 (97.25%), error:       921.81903, best error:       866.87195 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 88.9717483521s, input_fired_time: 0.7325745225, output_fired_time: 0.5774205923, propagate_forward_time: 33.0370521545, propagate_backward_time: 52.6667366028, weight_update_time: 0.1268376857, other_time: 1.9579620361
epoch time: 7.0151696205s, input_fired_time: 0.0824867561, output_fired_time: 0.0000000000, propagate_forward_time: 6.5813021660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3513808250
validation[          , genome  5735] predictions:    9698/  10000 (96.98%), best:    9725/10000 (97.25%), error:       973.30194, best error:       866.87195 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 89.0221862793s, input_fired_time: 0.7343096137, output_fired_time: 0.5756410360, propagate_forward_time: 33.0819549561, propagate_backward_time: 52.6619529724, weight_update_time: 0.1272939444, other_time: 1.9683341980
epoch time: 7.0285153389s, input_fired_time: 0.0830760449, output_fired_time: 0.0000000000, propagate_forward_time: 6.5937228203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3517165184
validation[          , genome  5735] predictions:    9636/  10000 (96.36%), best:    9725/10000 (97.25%), error:      1100.03345, best error:       866.87195 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 88.9383926392s, input_fired_time: 0.7352162600, output_fired_time: 0.5794638991, propagate_forward_time: 33.0343742371, propagate_backward_time: 52.6305198669, weight_update_time: 0.1268476546, other_time: 1.9588241577
epoch time: 7.0294194221s, input_fired_time: 0.0829343349, output_fired_time: 0.0000000000, propagate_forward_time: 6.5932831764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3532018661
validation[          , genome  5735] predictions:    9730/  10000 (97.30%), best:    9725/10000 (97.25%), error:       910.14545, best error:       866.87195 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 88.8005142212s, input_fired_time: 0.7358473539, output_fired_time: 0.5826281905, propagate_forward_time: 32.9135856628, propagate_backward_time: 52.6121749878, weight_update_time: 0.1267315447, other_time: 1.9562797546
epoch time: 7.0069422722s, input_fired_time: 0.0828018636, output_fired_time: 0.0000000000, propagate_forward_time: 6.5732755661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3508648872
validation[          , genome  5735] predictions:    9711/  10000 (97.11%), best:    9725/10000 (97.25%), error:       952.54718, best error:       866.87195 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 88.6817855835s, input_fired_time: 0.7357863188, output_fired_time: 0.5827797651, propagate_forward_time: 32.8359069824, propagate_backward_time: 52.5688934326, weight_update_time: 0.1273070127, other_time: 1.9584197998
epoch time: 7.0020718575s, input_fired_time: 0.0824869722, output_fired_time: 0.0000000000, propagate_forward_time: 6.5695848465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3499999046
validation[          , genome  5735] predictions:    9743/  10000 (97.43%), best:    9725/10000 (97.25%), error:       885.94501, best error:       866.87195 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 88.7227935791s, input_fired_time: 0.7358765602, output_fired_time: 0.5814841986, propagate_forward_time: 32.9056854248, propagate_backward_time: 52.5439186096, weight_update_time: 0.1266610324, other_time: 1.9558296204
epoch time: 7.0070028305s, input_fired_time: 0.0831700787, output_fired_time: 0.0000000000, propagate_forward_time: 6.5725693703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3512635231
validation[          , genome  5735] predictions:    9730/  10000 (97.30%), best:    9725/10000 (97.25%), error:       907.45630, best error:       866.87195 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 88.3551330566s, input_fired_time: 0.7372936606, output_fired_time: 0.5863032341, propagate_forward_time: 32.8082313538, propagate_backward_time: 52.2650451660, weight_update_time: 0.1271481067, other_time: 1.9582557678
epoch time: 7.0352702141s, input_fired_time: 0.0841804221, output_fired_time: 0.0000000000, propagate_forward_time: 6.6013045311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3497853279
validation[          , genome  5735] predictions:    9729/  10000 (97.29%), best:    9725/10000 (97.25%), error:       878.04285, best error:       866.87195 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 88.3162918091s, input_fired_time: 0.7323474288, output_fired_time: 0.5760080814, propagate_forward_time: 32.7329254150, propagate_backward_time: 52.2887992859, weight_update_time: 0.1256729364, other_time: 1.9862098694
epoch time: 6.9784064293s, input_fired_time: 0.0826674104, output_fired_time: 0.0000000000, propagate_forward_time: 6.5435838699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3521552086
validation[          , genome  5735] predictions:    9730/  10000 (97.30%), best:    9725/10000 (97.25%), error:       890.02020, best error:       866.87195 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 88.7019042969s, input_fired_time: 0.7496772408, output_fired_time: 0.5783339143, propagate_forward_time: 32.7457733154, propagate_backward_time: 52.6689796448, weight_update_time: 0.1274472028, other_time: 1.9591407776
epoch time: 6.9462461472s, input_fired_time: 0.0835296735, output_fired_time: 0.0000000000, propagate_forward_time: 6.5109257698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3517909050
validation[          , genome  5735] predictions:    9718/  10000 (97.18%), best:    9725/10000 (97.25%), error:       926.93042, best error:       866.87195 on epoch:    28, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 88.6486282349s, input_fired_time: 0.7592630386, output_fired_time: 0.5892102122, propagate_forward_time: 32.7446556091, propagate_backward_time: 52.5547027588, weight_update_time: 0.1267761141, other_time: 2.0007972717
epoch time: 7.1188168526s, input_fired_time: 0.0841105729, output_fired_time: 0.0000000000, propagate_forward_time: 6.6299872398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4047188759
validation[          , genome  5735] predictions:    9667/  10000 (96.67%), best:    9725/10000 (97.25%), error:      1078.52307, best error:       866.87195 on epoch:    28, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 90.5794677734s, input_fired_time: 0.7547922134, output_fired_time: 0.6218509674, propagate_forward_time: 33.0973472595, propagate_backward_time: 53.9714279175, weight_update_time: 0.1314291507, other_time: 2.1340522766
epoch time: 7.1216716766s, input_fired_time: 0.0846391767, output_fired_time: 0.0000000000, propagate_forward_time: 6.6294355392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4075970650
validation[          , genome  5735] predictions:    9747/  10000 (97.47%), best:    9725/10000 (97.25%), error:       873.49792, best error:       866.87195 on epoch:    28, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 91.3294372559s, input_fired_time: 0.7616671920, output_fired_time: 0.6398896575, propagate_forward_time: 33.1331748962, propagate_backward_time: 54.5678329468, weight_update_time: 0.1350528449, other_time: 2.2268714905
epoch time: 7.1042819023s, input_fired_time: 0.0844614729, output_fired_time: 0.0000000000, propagate_forward_time: 6.6132841110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4065361023
validation[          , genome  5735] predictions:    9743/  10000 (97.43%), best:    9725/10000 (97.25%), error:       872.77509, best error:       866.87195 on epoch:    28, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 90.3059539795s, input_fired_time: 0.7547606826, output_fired_time: 0.6147325635, propagate_forward_time: 32.9799003601, propagate_backward_time: 53.8241462708, weight_update_time: 0.1321184486, other_time: 2.1324157715
epoch time: 7.0396642685s, input_fired_time: 0.0835385472, output_fired_time: 0.0000000000, propagate_forward_time: 6.6053042412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3508214951
validation[          , genome  5735] predictions:    9737/  10000 (97.37%), best:    9725/10000 (97.25%), error:       884.01947, best error:       866.87195 on epoch:    28, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 88.8602676392s, input_fired_time: 0.7379066348, output_fired_time: 0.5775969028, propagate_forward_time: 32.9383049011, propagate_backward_time: 52.6430816650, weight_update_time: 0.1263091266, other_time: 1.9633750916
epoch time: 6.9505510330s, input_fired_time: 0.0842081234, output_fired_time: 0.0000000000, propagate_forward_time: 6.5135231018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3528199196
validation[          , genome  5735] predictions:    9716/  10000 (97.16%), best:    9725/10000 (97.25%), error:       921.15741, best error:       866.87195 on epoch:    28, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 88.4948043823s, input_fired_time: 0.7652953267, output_fired_time: 0.5772618055, propagate_forward_time: 32.7255210876, propagate_backward_time: 52.4669189453, weight_update_time: 0.1255582124, other_time: 1.9598045349
epoch time: 7.0753917694s, input_fired_time: 0.0883726031, output_fired_time: 0.0000000000, propagate_forward_time: 6.6361308098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3508882523
validation[          , genome  5735] predictions:    9720/  10000 (97.20%), best:    9725/10000 (97.25%), error:       925.69189, best error:       866.87195 on epoch:    28, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 89.7738723755s, input_fired_time: 0.7491965294, output_fired_time: 0.5949763060, propagate_forward_time: 33.0247154236, propagate_backward_time: 53.3581733704, weight_update_time: 0.1282222122, other_time: 2.0468063354
epoch time: 6.9736995697s, input_fired_time: 0.0843556225, output_fired_time: 0.0000000000, propagate_forward_time: 6.5374393463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3519043922
validation[          , genome  5735] predictions:    9718/  10000 (97.18%), best:    9725/10000 (97.25%), error:       959.19043, best error:       866.87195 on epoch:    28, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 88.2823410034s, input_fired_time: 0.7368124127, output_fired_time: 0.5765905976, propagate_forward_time: 32.7242927551, propagate_backward_time: 52.2802276611, weight_update_time: 0.1259703487, other_time: 1.9644203186
epoch time: 6.9739451408s, input_fired_time: 0.0847556889, output_fired_time: 0.0000000000, propagate_forward_time: 6.5368938446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3522953987
validation[          , genome  5735] predictions:    9707/  10000 (97.07%), best:    9725/10000 (97.25%), error:       941.70453, best error:       866.87195 on epoch:    28, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 88.4391555786s, input_fired_time: 0.7382053137, output_fired_time: 0.5729287267, propagate_forward_time: 32.8367156982, propagate_backward_time: 52.3364334106, weight_update_time: 0.1252588928, other_time: 1.9548721313
epoch time: 6.9471201897s, input_fired_time: 0.0841935501, output_fired_time: 0.0000000000, propagate_forward_time: 6.5111651421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3517613411
validation[          , genome  5735] predictions:    9712/  10000 (97.12%), best:    9725/10000 (97.25%), error:       928.66589, best error:       866.87195 on epoch:    28, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 88.6405258179s, input_fired_time: 0.7405717373, output_fired_time: 0.5896348953, propagate_forward_time: 32.8940238953, propagate_backward_time: 52.4513549805, weight_update_time: 0.1258839816, other_time: 1.9649391174
epoch time: 6.9501085281s, input_fired_time: 0.0846097693, output_fired_time: 0.0000000000, propagate_forward_time: 6.5126976967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3528008461
validation[          , genome  5735] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       858.00201, best error:       858.00201 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 88.4824676514s, input_fired_time: 0.7408170700, output_fired_time: 0.5820342302, propagate_forward_time: 32.7932701111, propagate_backward_time: 52.4095840454, weight_update_time: 0.1264146268, other_time: 1.9567680359
epoch time: 7.0125131607s, input_fired_time: 0.0841004550, output_fired_time: 0.0000000000, propagate_forward_time: 6.5768718719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3515410423
validation[          , genome  5735] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       827.38098, best error:       827.38098 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 88.9731063843s, input_fired_time: 0.7461254597, output_fired_time: 0.5819746256, propagate_forward_time: 33.0022544861, propagate_backward_time: 52.6801376343, weight_update_time: 0.1269245297, other_time: 1.9626121521
epoch time: 6.9581317902s, input_fired_time: 0.0844774395, output_fired_time: 0.0000000000, propagate_forward_time: 6.5205049515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3531494141
validation[          , genome  5735] predictions:    9753/  10000 (97.53%), best:    9759/10000 (97.59%), error:       846.67267, best error:       827.38098 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 89.1999511719s, input_fired_time: 0.7449809313, output_fired_time: 0.5858456492, propagate_forward_time: 33.1067428589, propagate_backward_time: 52.7949714661, weight_update_time: 0.1261034608, other_time: 1.9674110413
epoch time: 7.1060972214s, input_fired_time: 0.0850194320, output_fired_time: 0.0000000000, propagate_forward_time: 6.6429638863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3781137466
validation[          , genome  5735] predictions:    9725/  10000 (97.25%), best:    9759/10000 (97.59%), error:       925.07220, best error:       827.38098 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 87.9268646240s, input_fired_time: 0.7435662746, output_fired_time: 0.5854025483, propagate_forward_time: 32.5857353210, propagate_backward_time: 52.0549583435, weight_update_time: 0.1263258755, other_time: 1.9571990967
epoch time: 6.9669070244s, input_fired_time: 0.0847994238, output_fired_time: 0.0000000000, propagate_forward_time: 6.5305423737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3515653610
validation[          , genome  5735] predictions:    9725/  10000 (97.25%), best:    9759/10000 (97.59%), error:       944.92633, best error:       827.38098 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 88.6658477783s, input_fired_time: 0.7422912717, output_fired_time: 0.5796877742, propagate_forward_time: 32.9364013672, propagate_backward_time: 52.4486160278, weight_update_time: 0.1254454702, other_time: 1.9588470459
epoch time: 7.0978999138s, input_fired_time: 0.0858582109, output_fired_time: 0.0000000000, propagate_forward_time: 6.6519293785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3601121902
validation[          , genome  5735] predictions:    9726/  10000 (97.26%), best:    9759/10000 (97.59%), error:       921.98114, best error:       827.38098 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 88.2101745605s, input_fired_time: 0.7402461767, output_fired_time: 0.5787411928, propagate_forward_time: 32.6908187866, propagate_backward_time: 52.2340393066, weight_update_time: 0.1255994141, other_time: 1.9663238525
epoch time: 7.0135636330s, input_fired_time: 0.0857997164, output_fired_time: 0.0000000000, propagate_forward_time: 6.5747399330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3530240059
validation[          , genome  5735] predictions:    9683/  10000 (96.83%), best:    9759/10000 (97.59%), error:      1002.73242, best error:       827.38098 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 88.8442459106s, input_fired_time: 0.7463617921, output_fired_time: 0.5764173865, propagate_forward_time: 32.9530448914, propagate_backward_time: 52.6101074219, weight_update_time: 0.1262911260, other_time: 1.9583168030
epoch time: 7.0707111359s, input_fired_time: 0.0853078142, output_fired_time: 0.0000000000, propagate_forward_time: 6.6324558258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3529477119
validation[          , genome  5735] predictions:    9708/  10000 (97.08%), best:    9759/10000 (97.59%), error:       976.78931, best error:       827.38098 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 88.8414611816s, input_fired_time: 0.7440662980, output_fired_time: 0.5847145319, propagate_forward_time: 32.7876930237, propagate_backward_time: 52.7385063171, weight_update_time: 0.1268247813, other_time: 1.9864807129
epoch time: 7.1723780632s, input_fired_time: 0.0860561803, output_fired_time: 0.0000000000, propagate_forward_time: 6.6750502586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4112715721
validation[          , genome  5735] predictions:    9733/  10000 (97.33%), best:    9759/10000 (97.59%), error:       893.46710, best error:       827.38098 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 88.8143234253s, input_fired_time: 0.7477315068, output_fired_time: 0.5827397704, propagate_forward_time: 32.8969001770, propagate_backward_time: 52.6288681030, weight_update_time: 0.1267993599, other_time: 1.9580802917
epoch time: 7.0151820183s, input_fired_time: 0.0853211135, output_fired_time: 0.0000000000, propagate_forward_time: 6.5789642334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3508968353
validation[          , genome  5735] predictions:    9733/  10000 (97.33%), best:    9759/10000 (97.59%), error:       873.61206, best error:       827.38098 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 88.6777343750s, input_fired_time: 0.7469869852, output_fired_time: 0.5800890923, propagate_forward_time: 32.8678665161, propagate_backward_time: 52.5206794739, weight_update_time: 0.1270206720, other_time: 1.9621162415
epoch time: 6.9902906418s, input_fired_time: 0.0852515250, output_fired_time: 0.0000000000, propagate_forward_time: 6.5515003204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3535389900
validation[          , genome  5735] predictions:    9739/  10000 (97.39%), best:    9759/10000 (97.59%), error:       900.14465, best error:       827.38098 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 88.4441986084s, input_fired_time: 0.7439669371, output_fired_time: 0.5759612918, propagate_forward_time: 32.7628555298, propagate_backward_time: 52.3965644836, weight_update_time: 0.1261188984, other_time: 1.9648551941
epoch time: 6.9937191010s, input_fired_time: 0.0844724327, output_fired_time: 0.0000000000, propagate_forward_time: 6.5551052094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3541412354
validation[          , genome  5735] predictions:    9683/  10000 (96.83%), best:    9759/10000 (97.59%), error:      1020.91412, best error:       827.38098 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 89.2921752930s, input_fired_time: 0.7510308027, output_fired_time: 0.5885775089, propagate_forward_time: 33.0134773254, propagate_backward_time: 52.9359207153, weight_update_time: 0.1283915341, other_time: 2.0031700134
epoch time: 7.1900315285s, input_fired_time: 0.0858401954, output_fired_time: 0.0000000000, propagate_forward_time: 6.6982526779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4059386253
validation[          , genome  5735] predictions:    9620/  10000 (96.20%), best:    9759/10000 (97.59%), error:      1232.31580, best error:       827.38098 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 89.1911315918s, input_fired_time: 0.7498056293, output_fired_time: 0.5886070132, propagate_forward_time: 32.9805717468, propagate_backward_time: 52.8812751770, weight_update_time: 0.1279372424, other_time: 1.9908676147
epoch time: 7.0188837051s, input_fired_time: 0.0852602348, output_fired_time: 0.0000000000, propagate_forward_time: 6.5806169510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3530063629
validation[          , genome  5735] predictions:    9757/  10000 (97.57%), best:    9759/10000 (97.59%), error:       830.29590, best error:       827.38098 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 88.8846130371s, input_fired_time: 0.7484939098, output_fired_time: 0.5820230246, propagate_forward_time: 32.9456024170, propagate_backward_time: 52.6454238892, weight_update_time: 0.1269934028, other_time: 1.9630661011
epoch time: 7.2173886299s, input_fired_time: 0.0865867957, output_fired_time: 0.0000000000, propagate_forward_time: 6.7224302292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4083714485
validation[          , genome  5735] predictions:    9703/  10000 (97.03%), best:    9759/10000 (97.59%), error:       936.72876, best error:       827.38098 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 91.6291427612s, input_fired_time: 0.7725770473, output_fired_time: 0.6259011626, propagate_forward_time: 33.4288215637, propagate_backward_time: 54.6432571411, weight_update_time: 0.1339268833, other_time: 2.1585884094
epoch time: 7.0791053772s, input_fired_time: 0.0856310800, output_fired_time: 0.0000000000, propagate_forward_time: 6.6417050362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3517694473
validation[          , genome  5735] predictions:    9739/  10000 (97.39%), best:    9759/10000 (97.59%), error:       897.12836, best error:       827.38098 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 88.8005981445s, input_fired_time: 0.7491362691, output_fired_time: 0.5833067894, propagate_forward_time: 32.9124603271, propagate_backward_time: 52.6023521423, weight_update_time: 0.1268102825, other_time: 1.9533424377
epoch time: 6.9995212555s, input_fired_time: 0.0857356563, output_fired_time: 0.0000000000, propagate_forward_time: 6.5618362427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3519492149
validation[          , genome  5735] predictions:    9749/  10000 (97.49%), best:    9759/10000 (97.59%), error:       839.83868, best error:       827.38098 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 89.7284927368s, input_fired_time: 0.7582631111, output_fired_time: 0.5975008607, propagate_forward_time: 33.0614471436, propagate_backward_time: 53.2897758484, weight_update_time: 0.1291568130, other_time: 2.0215034485
epoch time: 7.0096321106s, input_fired_time: 0.0856561139, output_fired_time: 0.0000000000, propagate_forward_time: 6.5725359917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3514399529
validation[          , genome  5735] predictions:    9717/  10000 (97.17%), best:    9759/10000 (97.59%), error:       888.51733, best error:       827.38098 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 90.1151733398s, input_fired_time: 0.7592303753, output_fired_time: 0.6039407253, propagate_forward_time: 33.1470451355, propagate_backward_time: 53.5570678711, weight_update_time: 0.1301023066, other_time: 2.0478858948
epoch time: 7.0223722458s, input_fired_time: 0.0855244398, output_fired_time: 0.0000000000, propagate_forward_time: 6.5858025551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3510451317
validation[          , genome  5735] predictions:    9720/  10000 (97.20%), best:    9759/10000 (97.59%), error:       895.56091, best error:       827.38098 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 89.0298614502s, input_fired_time: 0.7495549917, output_fired_time: 0.5800772309, propagate_forward_time: 33.0393753052, propagate_backward_time: 52.7011642456, weight_update_time: 0.1267216802, other_time: 1.9596862793
epoch time: 7.0378737450s, input_fired_time: 0.0860290825, output_fired_time: 0.0000000000, propagate_forward_time: 6.6009821892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3508625031
validation[          , genome  5735] predictions:    9756/  10000 (97.56%), best:    9759/10000 (97.59%), error:       837.16199, best error:       827.38098 on epoch:    51, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 88.8833160400s, input_fired_time: 0.7494994402, output_fired_time: 0.5788900256, propagate_forward_time: 32.9706993103, propagate_backward_time: 52.6224479675, weight_update_time: 0.1268393397, other_time: 1.9617843628
epoch time: 7.0098485947s, input_fired_time: 0.0864368752, output_fired_time: 0.0000000000, propagate_forward_time: 6.5712828636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3521289825
validation[          , genome  5735] predictions:    9708/  10000 (97.08%), best:    9759/10000 (97.59%), error:       976.04871, best error:       827.38098 on epoch:    51, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 88.7891540527s, input_fired_time: 0.7506558299, output_fired_time: 0.5805361867, propagate_forward_time: 32.9116325378, propagate_backward_time: 52.5779342651, weight_update_time: 0.1269337833, other_time: 1.9683952332
epoch time: 7.0117878914s, input_fired_time: 0.0853555277, output_fired_time: 0.0000000000, propagate_forward_time: 6.5754446983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3509874344
validation[          , genome  5735] predictions:    9722/  10000 (97.22%), best:    9759/10000 (97.59%), error:       890.02948, best error:       827.38098 on epoch:    51, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 88.6342391968s, input_fired_time: 0.7473883629, output_fired_time: 0.5905802250, propagate_forward_time: 32.7562713623, propagate_backward_time: 52.5586547852, weight_update_time: 0.1254532635, other_time: 1.9813385010
epoch time: 6.9481430054s, input_fired_time: 0.0856070444, output_fired_time: 0.0000000000, propagate_forward_time: 6.5098638535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3526721001
validation[          , genome  5735] predictions:    9714/  10000 (97.14%), best:    9759/10000 (97.59%), error:       940.12372, best error:       827.38098 on epoch:    51, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 91.2219772339s, input_fired_time: 0.7789438963, output_fired_time: 0.6249332428, propagate_forward_time: 33.3246231079, propagate_backward_time: 54.3157043457, weight_update_time: 0.1333970577, other_time: 2.1777725220
epoch time: 6.9492244720s, input_fired_time: 0.0857629552, output_fired_time: 0.0000000000, propagate_forward_time: 6.5133676529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3500938416
validation[          , genome  5735] predictions:    9729/  10000 (97.29%), best:    9759/10000 (97.59%), error:       926.22266, best error:       827.38098 on epoch:    51, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 88.2792282104s, input_fired_time: 0.7440568209, output_fired_time: 0.5727057457, propagate_forward_time: 32.8089332581, propagate_backward_time: 52.1889457703, weight_update_time: 0.1267777830, other_time: 1.9645843506
epoch time: 6.9660396576s, input_fired_time: 0.0859118775, output_fired_time: 0.0000000000, propagate_forward_time: 6.5288696289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3512582779
validation[          , genome  5735] predictions:    9687/  10000 (96.87%), best:    9759/10000 (97.59%), error:      1051.76611, best error:       827.38098 on epoch:    51, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 88.0085601807s, input_fired_time: 0.7478568554, output_fired_time: 0.5796282887, propagate_forward_time: 32.6611099243, propagate_backward_time: 52.0629501343, weight_update_time: 0.1259763837, other_time: 1.9570159912
epoch time: 7.2933979034s, input_fired_time: 0.0870147794, output_fired_time: 0.0000000000, propagate_forward_time: 6.8053307533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4010524750
validation[          , genome  5735] predictions:    9733/  10000 (97.33%), best:    9759/10000 (97.59%), error:       904.81628, best error:       827.38098 on epoch:    51, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 91.2490615845s, input_fired_time: 0.7669680119, output_fired_time: 0.6201020479, propagate_forward_time: 33.2752456665, propagate_backward_time: 54.4156417847, weight_update_time: 0.1357769668, other_time: 2.1711044312
epoch time: 6.9474153519s, input_fired_time: 0.0861011297, output_fired_time: 0.0000000000, propagate_forward_time: 6.5093874931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3519268036
validation[          , genome  5735] predictions:    9724/  10000 (97.24%), best:    9759/10000 (97.59%), error:       905.25195, best error:       827.38098 on epoch:    51, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 88.6430587769s, input_fired_time: 0.7510383725, output_fired_time: 0.5791983604, propagate_forward_time: 32.8579635620, propagate_backward_time: 52.4915122986, weight_update_time: 0.1269490570, other_time: 1.9633445740
epoch time: 7.0071678162s, input_fired_time: 0.0866922811, output_fired_time: 0.0000000000, propagate_forward_time: 6.5704116821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3500638008
validation[          , genome  5735] predictions:    9716/  10000 (97.16%), best:    9759/10000 (97.59%), error:       925.29510, best error:       827.38098 on epoch:    51, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 88.6914520264s, input_fired_time: 0.7536833286, output_fired_time: 0.5824148059, propagate_forward_time: 32.8588943481, propagate_backward_time: 52.5368347168, weight_update_time: 0.1271750331, other_time: 1.9596252441
epoch time: 7.0226955414s, input_fired_time: 0.0865804330, output_fired_time: 0.0000000000, propagate_forward_time: 6.5863623619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3497529030
validation[          , genome  5735] predictions:    9740/  10000 (97.40%), best:    9759/10000 (97.59%), error:       897.56738, best error:       827.38098 on epoch:    51, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 88.7491302490s, input_fired_time: 0.7532229424, output_fired_time: 0.5826717615, propagate_forward_time: 32.8800201416, propagate_backward_time: 52.5757865906, weight_update_time: 0.1270654202, other_time: 1.9574317932
epoch time: 7.0431690216s, input_fired_time: 0.0866990238, output_fired_time: 0.0000000000, propagate_forward_time: 6.6041688919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3523011208
validation[          , genome  5735] predictions:    9751/  10000 (97.51%), best:    9759/10000 (97.59%), error:       872.56177, best error:       827.38098 on epoch:    51, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 90.7483062744s, input_fired_time: 0.7638941407, output_fired_time: 0.6015185118, propagate_forward_time: 33.4611663818, propagate_backward_time: 53.8501586914, weight_update_time: 0.1324137151, other_time: 2.0715713501
epoch time: 7.2241578102s, input_fired_time: 0.0884871930, output_fired_time: 0.0000000000, propagate_forward_time: 6.7287740707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4068965912
validation[          , genome  5735] predictions:    9734/  10000 (97.34%), best:    9759/10000 (97.59%), error:       915.60608, best error:       827.38098 on epoch:    51, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 92.3907470703s, input_fired_time: 0.7828189731, output_fired_time: 0.6427895427, propagate_forward_time: 33.5116081238, propagate_backward_time: 55.2291831970, weight_update_time: 0.1361914426, other_time: 2.2243423462
epoch time: 7.2112240791s, input_fired_time: 0.0889942795, output_fired_time: 0.0000000000, propagate_forward_time: 6.7175550461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4046745300
validation[          , genome  5735] predictions:    9745/  10000 (97.45%), best:    9759/10000 (97.59%), error:       883.77124, best error:       827.38098 on epoch:    51, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 92.5147781372s, input_fired_time: 0.7864918113, output_fired_time: 0.6421332955, propagate_forward_time: 33.5494575500, propagate_backward_time: 55.3088569641, weight_update_time: 0.1370554864, other_time: 2.2278366089
epoch time: 7.1930041313s, input_fired_time: 0.0883781463, output_fired_time: 0.0000000000, propagate_forward_time: 6.7012152672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4034109116
validation[          , genome  5735] predictions:    9745/  10000 (97.45%), best:    9759/10000 (97.59%), error:       878.75659, best error:       827.38098 on epoch:    51, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 92.5102233887s, input_fired_time: 0.7849156260, output_fired_time: 0.6429820657, propagate_forward_time: 33.5400428772, propagate_backward_time: 55.3172607422, weight_update_time: 0.1366028637, other_time: 2.2250251770
epoch time: 7.2048025131s, input_fired_time: 0.0877036825, output_fired_time: 0.0000000000, propagate_forward_time: 6.7115750313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4055237770
validation[          , genome  5735] predictions:    9681/  10000 (96.81%), best:    9759/10000 (97.59%), error:      1036.70288, best error:       827.38098 on epoch:    51, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 88.7596588135s, input_fired_time: 0.7525009513, output_fired_time: 0.5804756284, propagate_forward_time: 32.8766517639, propagate_backward_time: 52.5595779419, weight_update_time: 0.1266706288, other_time: 1.9904518127
epoch time: 6.9859895706s, input_fired_time: 0.0871000513, output_fired_time: 0.0000000000, propagate_forward_time: 6.5451445580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537449837
validation[          , genome  5735] predictions:    9750/  10000 (97.50%), best:    9759/10000 (97.59%), error:       854.77112, best error:       827.38098 on epoch:    51, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 88.0886230469s, input_fired_time: 0.7478581667, output_fired_time: 0.5766597390, propagate_forward_time: 32.5975456238, propagate_backward_time: 52.2071685791, weight_update_time: 0.1255053282, other_time: 1.9593925476
epoch time: 6.9347567558s, input_fired_time: 0.0874145553, output_fired_time: 0.0000000000, propagate_forward_time: 6.4934830666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3538589478
validation[          , genome  5735] predictions:    9628/  10000 (96.28%), best:    9759/10000 (97.59%), error:      1220.92603, best error:       827.38098 on epoch:    51, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 87.7780685425s, input_fired_time: 0.7488476038, output_fired_time: 0.5741065741, propagate_forward_time: 32.4816970825, propagate_backward_time: 52.0058021545, weight_update_time: 0.1256839186, other_time: 1.9676170349
epoch time: 6.9336247444s, input_fired_time: 0.0866551995, output_fired_time: 0.0000000000, propagate_forward_time: 6.4932584763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537111282
validation[          , genome  5735] predictions:    9689/  10000 (96.89%), best:    9759/10000 (97.59%), error:      1033.57251, best error:       827.38098 on epoch:    51, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 89.0594558716s, input_fired_time: 0.7542821765, output_fired_time: 0.5837638378, propagate_forward_time: 32.8977394104, propagate_backward_time: 52.8509941101, weight_update_time: 0.1259781718, other_time: 1.9726791382
epoch time: 7.0507874489s, input_fired_time: 0.0879566073, output_fired_time: 0.0000000000, propagate_forward_time: 6.6100006104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3528304100
validation[          , genome  5735] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       824.29303, best error:       824.29303 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 88.6888504028s, input_fired_time: 0.7636246681, output_fired_time: 0.5793816447, propagate_forward_time: 32.8935127258, propagate_backward_time: 52.4846992493, weight_update_time: 0.1265234947, other_time: 1.9676284790
epoch time: 6.9305400848s, input_fired_time: 0.0864842534, output_fired_time: 0.0000000000, propagate_forward_time: 6.4921860695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3518695831
validation[          , genome  5735] predictions:    9743/  10000 (97.43%), best:    9764/10000 (97.64%), error:       863.60596, best error:       824.29303 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 88.7915649414s, input_fired_time: 0.7575072050, output_fired_time: 0.5805501342, propagate_forward_time: 32.9031867981, propagate_backward_time: 52.5800666809, weight_update_time: 0.1273717880, other_time: 1.9702529907
epoch time: 7.0134892464s, input_fired_time: 0.0875423923, output_fired_time: 0.0000000000, propagate_forward_time: 6.5743708611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3515758514
validation[          , genome  5735] predictions:    9708/  10000 (97.08%), best:    9764/10000 (97.64%), error:       946.29364, best error:       824.29303 on epoch:    87, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 88.8063735962s, input_fired_time: 0.7584521174, output_fired_time: 0.5809918046, propagate_forward_time: 32.9150085449, propagate_backward_time: 52.5835304260, weight_update_time: 0.1270015687, other_time: 1.9683876038
epoch time: 7.0232081413s, input_fired_time: 0.0874299780, output_fired_time: 0.0000000000, propagate_forward_time: 6.5832381248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3525400162
validation[          , genome  5735] predictions:    9741/  10000 (97.41%), best:    9764/10000 (97.64%), error:       825.14728, best error:       824.29303 on epoch:    87, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 88.6504440308s, input_fired_time: 0.7535397410, output_fired_time: 0.5749302506, propagate_forward_time: 32.7863273621, propagate_backward_time: 52.5739212036, weight_update_time: 0.1255686879, other_time: 1.9617271423
epoch time: 6.9762597084s, input_fired_time: 0.0872828662, output_fired_time: 0.0000000000, propagate_forward_time: 6.5383162498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3506608009
validation[          , genome  5735] predictions:    9588/  10000 (95.88%), best:    9764/10000 (97.64%), error:      1409.55359, best error:       824.29303 on epoch:    87, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 90.7912673950s, input_fired_time: 0.7741158009, output_fired_time: 0.6272142529, propagate_forward_time: 33.0166435242, propagate_backward_time: 54.1984367371, weight_update_time: 0.1328234375, other_time: 2.1748580933
epoch time: 7.1382331848s, input_fired_time: 0.0893720686, output_fired_time: 0.0000000000, propagate_forward_time: 6.6398897171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4089713097
validation[          , genome  5735] predictions:    9740/  10000 (97.40%), best:    9764/10000 (97.64%), error:       906.54889, best error:       824.29303 on epoch:    87, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 91.4011154175s, input_fired_time: 0.7843565941, output_fired_time: 0.6412860155, propagate_forward_time: 33.1529731750, propagate_backward_time: 54.5819778442, weight_update_time: 0.1355964243, other_time: 2.2405204773
epoch time: 7.1187167168s, input_fired_time: 0.0894684270, output_fired_time: 0.0000000000, propagate_forward_time: 6.6236886978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4055595398
validation[          , genome  5735] predictions:    9727/  10000 (97.27%), best:    9764/10000 (97.64%), error:       913.62946, best error:       824.29303 on epoch:    87, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 92.1243133545s, input_fired_time: 0.7875818014, output_fired_time: 0.6426347494, propagate_forward_time: 33.3867874146, propagate_backward_time: 55.0671157837, weight_update_time: 0.1366935819, other_time: 2.2401962280
epoch time: 7.2218375206s, input_fired_time: 0.0897409990, output_fired_time: 0.0000000000, propagate_forward_time: 6.7236571312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4084391594
validation[          , genome  5735] predictions:    9654/  10000 (96.54%), best:    9764/10000 (97.64%), error:      1118.69299, best error:       824.29303 on epoch:    87, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 89.9970626831s, input_fired_time: 0.7680658102, output_fired_time: 0.5988987684, propagate_forward_time: 33.1836395264, propagate_backward_time: 53.3960189819, weight_update_time: 0.1292751580, other_time: 2.0504379272
epoch time: 6.9804563522s, input_fired_time: 0.0887120813, output_fired_time: 0.0000000000, propagate_forward_time: 6.5381965637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3535475731
validation[          , genome  5735] predictions:    9706/  10000 (97.06%), best:    9764/10000 (97.64%), error:      1012.24304, best error:       824.29303 on epoch:    87, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 88.0905075073s, input_fired_time: 0.7562342882, output_fired_time: 0.5790908337, propagate_forward_time: 32.6045188904, propagate_backward_time: 52.1952819824, weight_update_time: 0.1255654991, other_time: 1.9553794861
epoch time: 6.9412856102s, input_fired_time: 0.0877550542, output_fired_time: 0.0000000000, propagate_forward_time: 6.5040335655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3494968414
validation[          , genome  5735] predictions:    9726/  10000 (97.26%), best:    9764/10000 (97.64%), error:       903.83313, best error:       824.29303 on epoch:    87, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 88.1183013916s, input_fired_time: 0.7556310892, output_fired_time: 0.5825992227, propagate_forward_time: 32.5895423889, propagate_backward_time: 52.2372970581, weight_update_time: 0.1252119690, other_time: 1.9532356262
epoch time: 7.1709461212s, input_fired_time: 0.0922747701, output_fired_time: 0.0000000000, propagate_forward_time: 6.7148118019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3638596535
validation[          , genome  5735] predictions:    9717/  10000 (97.17%), best:    9764/10000 (97.64%), error:       917.75055, best error:       824.29303 on epoch:    87, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 88.3491897583s, input_fired_time: 0.7592797279, output_fired_time: 0.5790339112, propagate_forward_time: 32.6854896545, propagate_backward_time: 52.3638763428, weight_update_time: 0.1256213635, other_time: 1.9615135193
epoch time: 6.9585890770s, input_fired_time: 0.0882441998, output_fired_time: 0.0000000000, propagate_forward_time: 6.5179061890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524389267
validation[          , genome  5735] predictions:    9733/  10000 (97.33%), best:    9764/10000 (97.64%), error:       902.36963, best error:       824.29303 on epoch:    87, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 88.6419982910s, input_fired_time: 0.7595775127, output_fired_time: 0.5845452547, propagate_forward_time: 32.7556266785, propagate_backward_time: 52.5559463501, weight_update_time: 0.1267556697, other_time: 1.9863014221
epoch time: 7.1212430000s, input_fired_time: 0.0891325921, output_fired_time: 0.0000000000, propagate_forward_time: 6.6253128052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4067974091
validation[          , genome  5735] predictions:    9708/  10000 (97.08%), best:    9764/10000 (97.64%), error:       948.93396, best error:       824.29303 on epoch:    87, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 91.3788299561s, input_fired_time: 0.7859212160, output_fired_time: 0.6410332918, propagate_forward_time: 33.1491050720, propagate_backward_time: 54.5797615051, weight_update_time: 0.1352951229, other_time: 2.2230072021
epoch time: 7.1358728409s, input_fired_time: 0.0899994448, output_fired_time: 0.0000000000, propagate_forward_time: 6.6351213455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4107518196
validation[          , genome  5735] predictions:    9727/  10000 (97.27%), best:    9764/10000 (97.64%), error:       899.17792, best error:       824.29303 on epoch:    87, 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: 35.6714591980s, input_fired_time: 0.4516884089, output_fired_time: 0.0000000000, propagate_forward_time: 33.1529502869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0668220520
best training[          , genome  5735] predictions:   49595/  50000 (99.19%), best:    9764/10000 (97.64%), error:      1682.90759, best error:       824.29303 on epoch:    87, 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: 7.1400871277s, input_fired_time: 0.0877609327, output_fired_time: 0.0000000000, propagate_forward_time: 6.6439890862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4083371162
   testing[          , genome  5735] predictions:    9769/  10000 (97.69%), best:    9764/10000 (97.64%), error:       771.66742, best error:       824.29303 on epoch:    87, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:35:56 (21613): called boinc_finish(0)

</stderr_txt>
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