Nameexact_genome_1518178202_55_18413_0
Workunit2992934
Created9 Feb 2018, 21:32:21 UTC
Sent9 Feb 2018, 21:47:59 UTC
Report deadline20 Mar 2018, 17:03:52 UTC
Received10 Feb 2018, 18:03:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID60660
Run time11 hours 38 min 52 sec
CPU time11 hours 27 min 22 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.48 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size175.56 MB
Peak swap size178.80 MB
Peak disk usage4.30 MB

Stderr output

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

epoch time: 384.4173889160s, input_fired_time: 7.3738970757, output_fired_time: 5.7037053108, propagate_forward_time: 134.2770690918, propagate_backward_time: 229.8583831787, weight_update_time: 0.3902662396, other_time: 7.2043304443
epoch time: 28.6384983063s, input_fired_time: 0.8109334707, output_fired_time: 0.0000000000, propagate_forward_time: 26.5692749023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2582893372
validation[          , genome 18413] predictions:    9836/  10000 (98.36%), best:    9853/10000 (98.53%), error:       510.47842, best error:       483.92493 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 380.1890869141s, input_fired_time: 7.2354674339, output_fired_time: 5.6594877243, propagate_forward_time: 132.8801269531, propagate_backward_time: 227.4589233398, weight_update_time: 0.3848856390, other_time: 6.9550781250
epoch time: 28.6631908417s, input_fired_time: 0.8163501024, output_fired_time: 0.0000000000, propagate_forward_time: 26.5900993347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2567405701
validation[          , genome 18413] predictions:    9834/  10000 (98.34%), best:    9853/10000 (98.53%), error:       485.97345, best error:       483.92493 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 385.1285400391s, input_fired_time: 7.3383464813, output_fired_time: 5.7497987747, propagate_forward_time: 134.6783294678, propagate_backward_time: 230.2165374756, weight_update_time: 0.4036805034, other_time: 7.1455383301
epoch time: 29.6847267151s, input_fired_time: 0.8544138670, output_fired_time: 0.0000000000, propagate_forward_time: 27.4025745392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4277381897
validation[          , genome 18413] predictions:    9749/  10000 (97.49%), best:    9853/10000 (98.53%), error:       708.31952, best error:       483.92493 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 391.9584960938s, input_fired_time: 7.5958113670, output_fired_time: 5.8751883507, propagate_forward_time: 136.6420440674, propagate_backward_time: 234.3340759277, weight_update_time: 0.4093776047, other_time: 7.5113677979
epoch time: 30.5004558563s, input_fired_time: 0.8738132715, output_fired_time: 0.0000000000, propagate_forward_time: 28.1508712769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4757709503
validation[          , genome 18413] predictions:    9841/  10000 (98.41%), best:    9853/10000 (98.53%), error:       502.70383, best error:       483.92493 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 381.9930114746s, input_fired_time: 7.3035430908, output_fired_time: 5.6536030769, propagate_forward_time: 133.4407348633, propagate_backward_time: 228.4899749756, weight_update_time: 0.3860344589, other_time: 7.1051483154
epoch time: 28.7120780945s, input_fired_time: 0.8410621881, output_fired_time: 0.0000000000, propagate_forward_time: 26.5836715698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2873439789
validation[          , genome 18413] predictions:    9838/  10000 (98.38%), best:    9853/10000 (98.53%), error:       501.43982, best error:       483.92493 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 383.7555847168s, input_fired_time: 7.3738884926, output_fired_time: 5.6632251740, propagate_forward_time: 134.2398834229, propagate_backward_time: 229.4238433838, weight_update_time: 0.3898293972, other_time: 7.0547180176
epoch time: 28.9366397858s, input_fired_time: 0.7980082631, output_fired_time: 0.0000000000, propagate_forward_time: 26.8769874573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2616443634
validation[          , genome 18413] predictions:    9840/  10000 (98.40%), best:    9853/10000 (98.53%), error:       496.11075, best error:       483.92493 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 380.2722167969s, input_fired_time: 7.2506856918, output_fired_time: 5.5893497467, propagate_forward_time: 132.9489288330, propagate_backward_time: 227.5987091064, weight_update_time: 0.3831432462, other_time: 6.8845520020
epoch time: 29.3010978699s, input_fired_time: 0.8427937031, output_fired_time: 0.0000000000, propagate_forward_time: 26.9861793518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4721240997
validation[          , genome 18413] predictions:    9822/  10000 (98.22%), best:    9853/10000 (98.53%), error:       602.19012, best error:       483.92493 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 381.6462402344s, input_fired_time: 7.2805147171, output_fired_time: 5.6591305733, propagate_forward_time: 133.3270111084, propagate_backward_time: 228.3091583252, weight_update_time: 0.3920942545, other_time: 7.0704345703
epoch time: 28.8963394165s, input_fired_time: 0.8121340871, output_fired_time: 0.0000000000, propagate_forward_time: 26.8203945160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2638111115
validation[          , genome 18413] predictions:    9848/  10000 (98.48%), best:    9848/10000 (98.48%), error:       483.16934, best error:       483.16934 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 380.2149963379s, input_fired_time: 7.2762255669, output_fired_time: 5.6147956848, propagate_forward_time: 132.9523315430, propagate_backward_time: 227.4318695068, weight_update_time: 0.3833462298, other_time: 6.9397735596
epoch time: 28.5064392090s, input_fired_time: 0.8039365411, output_fired_time: 0.0000000000, propagate_forward_time: 26.4665355682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2359676361
validation[          , genome 18413] predictions:    9852/  10000 (98.52%), best:    9852/10000 (98.52%), error:       454.01038, best error:       454.01038 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 382.8068542480s, input_fired_time: 7.2456622124, output_fired_time: 5.6616630554, propagate_forward_time: 133.9230041504, propagate_backward_time: 228.9564666748, weight_update_time: 0.3883944452, other_time: 7.0200653076
epoch time: 28.9505805969s, input_fired_time: 0.8198155165, output_fired_time: 0.0000000000, propagate_forward_time: 26.7934131622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3373527527
validation[          , genome 18413] predictions:    9832/  10000 (98.32%), best:    9852/10000 (98.52%), error:       491.73947, best error:       454.01038 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 381.1065368652s, input_fired_time: 7.2589545250, output_fired_time: 5.6602377892, propagate_forward_time: 133.2933959961, propagate_backward_time: 227.8917083740, weight_update_time: 0.3861081302, other_time: 7.0022430420
epoch time: 28.5343494415s, input_fired_time: 0.8239464760, output_fired_time: 0.0000000000, propagate_forward_time: 26.4553718567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2550315857
validation[          , genome 18413] predictions:    9861/  10000 (98.61%), best:    9852/10000 (98.52%), error:       488.29056, best error:       454.01038 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 378.7325134277s, input_fired_time: 7.2021894455, output_fired_time: 5.6017255783, propagate_forward_time: 132.4158325195, propagate_backward_time: 226.5155029297, weight_update_time: 0.3839412630, other_time: 6.9972839355
epoch time: 28.8894538879s, input_fired_time: 0.8274275064, output_fired_time: 0.0000000000, propagate_forward_time: 26.6851234436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3769035339
validation[          , genome 18413] predictions:    9829/  10000 (98.29%), best:    9852/10000 (98.52%), error:       576.72217, best error:       454.01038 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 379.4507751465s, input_fired_time: 7.1538500786, output_fired_time: 5.6106023788, propagate_forward_time: 132.6016387939, propagate_backward_time: 227.2819671631, weight_update_time: 0.3839025199, other_time: 6.8027343750
epoch time: 28.5360908508s, input_fired_time: 0.7974065542, output_fired_time: 0.0000000000, propagate_forward_time: 26.5000629425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2386207581
validation[          , genome 18413] predictions:    9852/  10000 (98.52%), best:    9852/10000 (98.52%), error:       450.44995, best error:       450.44995 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 383.8422241211s, input_fired_time: 7.3707246780, output_fired_time: 5.6819896698, propagate_forward_time: 133.9750976563, propagate_backward_time: 229.5950164795, weight_update_time: 0.3938468099, other_time: 7.2194061279
epoch time: 28.4875221252s, input_fired_time: 0.8007454872, output_fired_time: 0.0000000000, propagate_forward_time: 26.4428539276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2439231873
validation[          , genome 18413] predictions:    9842/  10000 (98.42%), best:    9852/10000 (98.52%), error:       475.11328, best error:       450.44995 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 379.6224365234s, input_fired_time: 7.2391805649, output_fired_time: 5.6187310219, propagate_forward_time: 132.8222351074, propagate_backward_time: 227.0412902832, weight_update_time: 0.3868274987, other_time: 6.9010009766
epoch time: 28.9365215302s, input_fired_time: 0.8426246047, output_fired_time: 0.0000000000, propagate_forward_time: 26.6803627014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4135341644
validation[          , genome 18413] predictions:    9826/  10000 (98.26%), best:    9852/10000 (98.52%), error:       522.37195, best error:       450.44995 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 381.2010192871s, input_fired_time: 7.2681217194, output_fired_time: 5.6371660233, propagate_forward_time: 133.2975158691, propagate_backward_time: 227.9929351807, weight_update_time: 0.3887964487, other_time: 7.0052642822
epoch time: 28.5545101166s, input_fired_time: 0.8021718264, output_fired_time: 0.0000000000, propagate_forward_time: 26.4807205200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2716178894
validation[          , genome 18413] predictions:    9862/  10000 (98.62%), best:    9862/10000 (98.62%), error:       413.64517, best error:       413.64517 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 383.6106872559s, input_fired_time: 7.4080476761, output_fired_time: 5.6910786629, propagate_forward_time: 134.0609283447, propagate_backward_time: 229.2890014648, weight_update_time: 0.3886536360, other_time: 7.1616363525
epoch time: 28.5228729248s, input_fired_time: 0.8114442229, output_fired_time: 0.0000000000, propagate_forward_time: 26.4723587036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2390708923
validation[          , genome 18413] predictions:    9859/  10000 (98.59%), best:    9862/10000 (98.62%), error:       478.28110, best error:       413.64517 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 379.4618835449s, input_fired_time: 7.2414097786, output_fired_time: 5.5819048882, propagate_forward_time: 132.6840667725, propagate_backward_time: 227.0714569092, weight_update_time: 0.3828021586, other_time: 6.8830261230
epoch time: 28.9572963715s, input_fired_time: 0.8179695010, output_fired_time: 0.0000000000, propagate_forward_time: 26.8952560425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2440700531
validation[          , genome 18413] predictions:    9847/  10000 (98.47%), best:    9862/10000 (98.62%), error:       488.25204, best error:       413.64517 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 381.2563476563s, input_fired_time: 7.3047056198, output_fired_time: 5.6560745239, propagate_forward_time: 133.1228790283, propagate_backward_time: 228.0761108398, weight_update_time: 0.3920357823, other_time: 7.0965728760
epoch time: 28.4850273132s, input_fired_time: 0.7995537519, output_fired_time: 0.0000000000, propagate_forward_time: 26.4437370300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2417373657
validation[          , genome 18413] predictions:    9857/  10000 (98.57%), best:    9862/10000 (98.62%), error:       418.41071, best error:       413.64517 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 381.9545898438s, input_fired_time: 7.3494329453, output_fired_time: 5.6657133102, propagate_forward_time: 133.4774322510, propagate_backward_time: 228.3303070068, weight_update_time: 0.3858056664, other_time: 7.1317138672
epoch time: 28.6284236908s, input_fired_time: 0.8274948597, output_fired_time: 0.0000000000, propagate_forward_time: 26.5059719086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2949562073
validation[          , genome 18413] predictions:    9876/  10000 (98.76%), best:    9876/10000 (98.76%), error:       388.20169, best error:       388.20169 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 380.2684020996s, input_fired_time: 7.2895169258, output_fired_time: 5.6349868774, propagate_forward_time: 132.9139709473, propagate_backward_time: 227.3754730225, weight_update_time: 0.3881509006, other_time: 7.0544586182
epoch time: 28.5058174133s, input_fired_time: 0.8051719069, output_fired_time: 0.0000000000, propagate_forward_time: 26.4620609283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2385845184
validation[          , genome 18413] predictions:    9853/  10000 (98.53%), best:    9876/10000 (98.76%), error:       473.92844, best error:       388.20169 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 382.2166442871s, input_fired_time: 7.2956447601, output_fired_time: 5.6310248375, propagate_forward_time: 133.6542358398, propagate_backward_time: 228.7007141113, weight_update_time: 0.3860776722, other_time: 6.9350280762
epoch time: 29.3216857910s, input_fired_time: 0.8541566133, output_fired_time: 0.0000000000, propagate_forward_time: 27.0759906769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3915386200
validation[          , genome 18413] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       363.91501, best error:       363.91501 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 379.8168640137s, input_fired_time: 7.2894086838, output_fired_time: 5.6272277832, propagate_forward_time: 132.7407989502, propagate_backward_time: 227.2819213867, weight_update_time: 0.3834367394, other_time: 6.8775177002
epoch time: 28.4484176636s, input_fired_time: 0.8072745204, output_fired_time: 0.0000000000, propagate_forward_time: 26.4042949677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2368488312
validation[          , genome 18413] predictions:    9863/  10000 (98.63%), best:    9887/10000 (98.87%), error:       426.84323, best error:       363.91501 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 378.5431823730s, input_fired_time: 7.2942113876, output_fired_time: 5.5928835869, propagate_forward_time: 132.3238983154, propagate_backward_time: 226.4461822510, weight_update_time: 0.3852945864, other_time: 6.8859863281
epoch time: 28.5571022034s, input_fired_time: 0.8299967647, output_fired_time: 0.0000000000, propagate_forward_time: 26.4600467682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2670593262
validation[          , genome 18413] predictions:    9886/  10000 (98.86%), best:    9887/10000 (98.87%), error:       374.13608, best error:       363.91501 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 380.4461364746s, input_fired_time: 7.2501764297, output_fired_time: 5.6401586533, propagate_forward_time: 133.0289459229, propagate_backward_time: 227.7033386230, weight_update_time: 0.3983561099, other_time: 6.8235015869
epoch time: 29.5393123627s, input_fired_time: 0.8632898331, output_fired_time: 0.0000000000, propagate_forward_time: 27.2743968964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4016246796
validation[          , genome 18413] predictions:    9874/  10000 (98.74%), best:    9887/10000 (98.87%), error:       441.36063, best error:       363.91501 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 389.5738220215s, input_fired_time: 7.5973153114, output_fired_time: 5.7873754501, propagate_forward_time: 136.3226776123, propagate_backward_time: 232.4306030273, weight_update_time: 0.3977608979, other_time: 7.4358367920
epoch time: 31.0360507965s, input_fired_time: 0.9337971210, output_fired_time: 0.0000000000, propagate_forward_time: 28.7216987610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3805541992
validation[          , genome 18413] predictions:    9878/  10000 (98.78%), best:    9887/10000 (98.87%), error:       378.42340, best error:       363.91501 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 381.2054443359s, input_fired_time: 7.3711333275, output_fired_time: 5.6591253281, propagate_forward_time: 133.1112365723, propagate_backward_time: 227.9427032471, weight_update_time: 0.3945716023, other_time: 7.1212615967
epoch time: 28.9413642883s, input_fired_time: 0.8390201330, output_fired_time: 0.0000000000, propagate_forward_time: 26.8123989105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2899456024
validation[          , genome 18413] predictions:    9867/  10000 (98.67%), best:    9887/10000 (98.87%), error:       422.43839, best error:       363.91501 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 382.5576782227s, input_fired_time: 7.3700842857, output_fired_time: 5.7001070976, propagate_forward_time: 133.5607452393, propagate_backward_time: 228.9134521484, weight_update_time: 0.3856333792, other_time: 7.0132904053
epoch time: 28.5216503143s, input_fired_time: 0.8144977093, output_fired_time: 0.0000000000, propagate_forward_time: 26.4671554565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2399978638
validation[          , genome 18413] predictions:    9882/  10000 (98.82%), best:    9887/10000 (98.87%), error:       409.96408, best error:       363.91501 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 385.2425231934s, input_fired_time: 7.4348773956, output_fired_time: 5.7179255486, propagate_forward_time: 134.5814971924, propagate_backward_time: 230.3441467285, weight_update_time: 0.3902984858, other_time: 7.1640777588
epoch time: 28.7599411011s, input_fired_time: 0.8239020109, output_fired_time: 0.0000000000, propagate_forward_time: 26.6379432678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2980957031
validation[          , genome 18413] predictions:    9844/  10000 (98.44%), best:    9887/10000 (98.87%), error:       510.94138, best error:       363.91501 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 380.5445861816s, input_fired_time: 7.3059759140, output_fired_time: 5.6250829697, propagate_forward_time: 132.9519958496, propagate_backward_time: 227.6868438721, weight_update_time: 0.3851129413, other_time: 6.9746856689
epoch time: 28.6416893005s, input_fired_time: 0.8301369548, output_fired_time: 0.0000000000, propagate_forward_time: 26.5484809875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2630710602
validation[          , genome 18413] predictions:    9861/  10000 (98.61%), best:    9887/10000 (98.87%), error:       424.41373, best error:       363.91501 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 381.6296386719s, input_fired_time: 7.3927469254, output_fired_time: 5.6311435699, propagate_forward_time: 133.2562713623, propagate_backward_time: 228.2676849365, weight_update_time: 0.3884497285, other_time: 7.0817871094
epoch time: 28.5488052368s, input_fired_time: 0.8090867996, output_fired_time: 0.0000000000, propagate_forward_time: 26.5018005371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2379188538
validation[          , genome 18413] predictions:    9872/  10000 (98.72%), best:    9887/10000 (98.87%), error:       407.32617, best error:       363.91501 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 384.7056884766s, input_fired_time: 7.5504384041, output_fired_time: 5.6910634041, propagate_forward_time: 134.2237396240, propagate_backward_time: 229.9325408936, weight_update_time: 0.3923067749, other_time: 7.3078918457
epoch time: 28.5645408630s, input_fired_time: 0.8297414184, output_fired_time: 0.0000000000, propagate_forward_time: 26.4524574280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2823429108
validation[          , genome 18413] predictions:    9881/  10000 (98.81%), best:    9887/10000 (98.87%), error:       398.40201, best error:       363.91501 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 379.6289062500s, input_fired_time: 7.2713055611, output_fired_time: 5.5959835052, propagate_forward_time: 132.7333831787, propagate_backward_time: 227.1207427979, weight_update_time: 0.3821416497, other_time: 6.9075012207
epoch time: 28.5786685944s, input_fired_time: 0.8273012042, output_fired_time: 0.0000000000, propagate_forward_time: 26.5113925934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2399749756
validation[          , genome 18413] predictions:    9886/  10000 (98.86%), best:    9887/10000 (98.87%), error:       379.14240, best error:       363.91501 on epoch:    36, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 382.6618041992s, input_fired_time: 7.4109959602, output_fired_time: 5.6283955574, propagate_forward_time: 133.7869262695, propagate_backward_time: 228.7488250732, weight_update_time: 0.3874342740, other_time: 7.0866546631
epoch time: 28.5362625122s, input_fired_time: 0.8241853714, output_fired_time: 0.0000000000, propagate_forward_time: 26.4568214417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2552566528
validation[          , genome 18413] predictions:    9824/  10000 (98.24%), best:    9887/10000 (98.87%), error:       553.11218, best error:       363.91501 on epoch:    36, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 382.4975891113s, input_fired_time: 7.3596930504, output_fired_time: 5.6594228745, propagate_forward_time: 133.7036132813, propagate_backward_time: 228.6766967773, weight_update_time: 0.3900029063, other_time: 7.0981750488
epoch time: 28.8217773438s, input_fired_time: 0.8414227962, output_fired_time: 0.0000000000, propagate_forward_time: 26.6428413391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3375129700
validation[          , genome 18413] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       336.70044, best error:       336.70044 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 380.4205627441s, input_fired_time: 7.2834277153, output_fired_time: 5.6338410378, propagate_forward_time: 133.0861816406, propagate_backward_time: 227.5019073486, weight_update_time: 0.3875958622, other_time: 6.9152069092
epoch time: 28.6088142395s, input_fired_time: 0.8238274455, output_fired_time: 0.0000000000, propagate_forward_time: 26.5439186096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2410678864
validation[          , genome 18413] predictions:    9887/  10000 (98.87%), best:    9899/10000 (98.99%), error:       362.76389, best error:       336.70044 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 384.8628540039s, input_fired_time: 7.4703826904, output_fired_time: 5.6895813942, propagate_forward_time: 134.4160919189, propagate_backward_time: 230.0705261230, weight_update_time: 0.3909401596, other_time: 7.2162628174
epoch time: 29.6505451202s, input_fired_time: 0.8792210817, output_fired_time: 0.0000000000, propagate_forward_time: 27.3115348816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4597892761
validation[          , genome 18413] predictions:    9891/  10000 (98.91%), best:    9899/10000 (98.99%), error:       384.47131, best error:       336.70044 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 380.5656433105s, input_fired_time: 7.2999620438, output_fired_time: 5.6418914795, propagate_forward_time: 133.0662994385, propagate_backward_time: 227.6143188477, weight_update_time: 0.3839512169, other_time: 6.9431610107
epoch time: 28.7657012939s, input_fired_time: 0.8401091099, output_fired_time: 0.0000000000, propagate_forward_time: 26.6044979095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3210945129
validation[          , genome 18413] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       330.66641, best error:       330.66641 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 382.9465637207s, input_fired_time: 7.4078016281, output_fired_time: 5.6564979553, propagate_forward_time: 133.8654022217, propagate_backward_time: 228.9462738037, weight_update_time: 0.3978683352, other_time: 7.0705871582
epoch time: 28.9497261047s, input_fired_time: 0.8444513679, output_fired_time: 0.0000000000, propagate_forward_time: 26.7787818909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3264923096
validation[          , genome 18413] predictions:    9885/  10000 (98.85%), best:    9896/10000 (98.96%), error:       359.72214, best error:       330.66641 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 386.4999694824s, input_fired_time: 7.5216250420, output_fired_time: 5.7523012161, propagate_forward_time: 135.0812225342, propagate_backward_time: 230.8811950684, weight_update_time: 0.3924480677, other_time: 7.2636260986
epoch time: 28.6841106415s, input_fired_time: 0.8474638462, output_fired_time: 0.0000000000, propagate_forward_time: 26.5095901489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3270568848
validation[          , genome 18413] predictions:    9872/  10000 (98.72%), best:    9896/10000 (98.96%), error:       421.14853, best error:       330.66641 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 380.5399780273s, input_fired_time: 7.3624091148, output_fired_time: 5.6467967033, propagate_forward_time: 132.8841705322, propagate_backward_time: 227.5217437744, weight_update_time: 0.3861983716, other_time: 7.1248779297
epoch time: 28.6418151855s, input_fired_time: 0.8184485435, output_fired_time: 0.0000000000, propagate_forward_time: 26.5578899384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2654762268
validation[          , genome 18413] predictions:    9892/  10000 (98.92%), best:    9896/10000 (98.96%), error:       358.20105, best error:       330.66641 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 387.2059326172s, input_fired_time: 7.5400428772, output_fired_time: 5.7428598404, propagate_forward_time: 135.3700408936, propagate_backward_time: 231.3184509277, weight_update_time: 0.3931978941, other_time: 7.2345428467
epoch time: 29.3442687988s, input_fired_time: 0.8668097854, output_fired_time: 0.0000000000, propagate_forward_time: 27.1648597717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3125991821
validation[          , genome 18413] predictions:    9883/  10000 (98.83%), best:    9896/10000 (98.96%), error:       418.04495, best error:       330.66641 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 386.1329956055s, input_fired_time: 7.5751614571, output_fired_time: 5.6950750351, propagate_forward_time: 134.8686676025, propagate_backward_time: 230.6653442383, weight_update_time: 0.4033937156, other_time: 7.3287506104
epoch time: 28.6300792694s, input_fired_time: 0.8424561024, output_fired_time: 0.0000000000, propagate_forward_time: 26.4861888885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3014335632
validation[          , genome 18413] predictions:    9868/  10000 (98.68%), best:    9896/10000 (98.96%), error:       420.31235, best error:       330.66641 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 381.9119567871s, input_fired_time: 7.3862228394, output_fired_time: 5.6897811890, propagate_forward_time: 133.4671020508, propagate_backward_time: 228.3292999268, weight_update_time: 0.3880164027, other_time: 7.0395355225
epoch time: 29.0769615173s, input_fired_time: 0.8457229137, output_fired_time: 0.0000000000, propagate_forward_time: 26.9554176331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2758216858
validation[          , genome 18413] predictions:    9904/  10000 (99.04%), best:    9896/10000 (98.96%), error:       352.08792, best error:       330.66641 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 390.7832641602s, input_fired_time: 7.6890993118, output_fired_time: 5.8026690483, propagate_forward_time: 136.3570556641, propagate_backward_time: 233.4013671875, weight_update_time: 0.4111521542, other_time: 7.5330810547
epoch time: 30.1691379547s, input_fired_time: 0.9145365953, output_fired_time: 0.0000000000, propagate_forward_time: 27.8956737518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3589267731
validation[          , genome 18413] predictions:    9882/  10000 (98.82%), best:    9896/10000 (98.96%), error:       361.82562, best error:       330.66641 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 384.4449462891s, input_fired_time: 7.5192375183, output_fired_time: 5.7327518463, propagate_forward_time: 134.4075012207, propagate_backward_time: 229.5335998535, weight_update_time: 0.3923803866, other_time: 7.2518615723
epoch time: 28.8645133972s, input_fired_time: 0.8399888277, output_fired_time: 0.0000000000, propagate_forward_time: 26.7347126007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2898120880
validation[          , genome 18413] predictions:    9871/  10000 (98.71%), best:    9896/10000 (98.96%), error:       388.45108, best error:       330.66641 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 381.2278747559s, input_fired_time: 7.4805974960, output_fired_time: 5.6428613663, propagate_forward_time: 133.1505126953, propagate_backward_time: 227.7523040771, weight_update_time: 0.3899273872, other_time: 7.2016143799
epoch time: 29.0743045807s, input_fired_time: 0.8764257431, output_fired_time: 0.0000000000, propagate_forward_time: 26.7752914429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4225883484
validation[          , genome 18413] predictions:    9885/  10000 (98.85%), best:    9896/10000 (98.96%), error:       378.44376, best error:       330.66641 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 386.2093811035s, input_fired_time: 7.6181130409, output_fired_time: 5.7027611732, propagate_forward_time: 135.1903381348, propagate_backward_time: 230.3528594971, weight_update_time: 0.3968670368, other_time: 7.3453216553
epoch time: 28.9111061096s, input_fired_time: 0.8473685980, output_fired_time: 0.0000000000, propagate_forward_time: 26.7557678223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3079700470
validation[          , genome 18413] predictions:    9898/  10000 (98.98%), best:    9896/10000 (98.96%), error:       334.98364, best error:       330.66641 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 380.2438659668s, input_fired_time: 7.3793425560, output_fired_time: 5.6398167610, propagate_forward_time: 132.8149719238, propagate_backward_time: 227.2957763672, weight_update_time: 0.3876552582, other_time: 7.1139526367
epoch time: 28.7265319824s, input_fired_time: 0.8377942443, output_fired_time: 0.0000000000, propagate_forward_time: 26.5758323669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3129062653
validation[          , genome 18413] predictions:    9885/  10000 (98.85%), best:    9896/10000 (98.96%), error:       348.09769, best error:       330.66641 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 383.4183044434s, input_fired_time: 7.5239167213, output_fired_time: 5.6661162376, propagate_forward_time: 133.8959045410, propagate_backward_time: 229.0794525146, weight_update_time: 0.3913633525, other_time: 7.2529144287
epoch time: 29.4220485687s, input_fired_time: 0.8756500483, output_fired_time: 0.0000000000, propagate_forward_time: 27.0765399933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4698581696
validation[          , genome 18413] predictions:    9887/  10000 (98.87%), best:    9896/10000 (98.96%), error:       374.16190, best error:       330.66641 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 384.4347839355s, input_fired_time: 7.5402588844, output_fired_time: 5.7031707764, propagate_forward_time: 134.2230987549, propagate_backward_time: 229.6597137451, weight_update_time: 0.3910057247, other_time: 7.3085327148
epoch time: 28.5492973328s, input_fired_time: 0.8356867433, output_fired_time: 0.0000000000, propagate_forward_time: 26.4632472992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2503623962
validation[          , genome 18413] predictions:    9895/  10000 (98.95%), best:    9896/10000 (98.96%), error:       361.57788, best error:       330.66641 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 380.5197143555s, input_fired_time: 7.4184093475, output_fired_time: 5.6825742722, propagate_forward_time: 132.9822082520, propagate_backward_time: 227.2792816162, weight_update_time: 0.3887723982, other_time: 7.1572418213
epoch time: 28.6241989136s, input_fired_time: 0.8427063227, output_fired_time: 0.0000000000, propagate_forward_time: 26.3867530823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3947391510
validation[          , genome 18413] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       305.20175, best error:       305.20175 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 380.7288513184s, input_fired_time: 7.4052658081, output_fired_time: 5.6315011978, propagate_forward_time: 133.1153259277, propagate_backward_time: 227.5188598633, weight_update_time: 0.3886323869, other_time: 7.0578918457
epoch time: 29.3594055176s, input_fired_time: 0.8285267353, output_fired_time: 0.0000000000, propagate_forward_time: 27.2712879181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2595901489
validation[          , genome 18413] predictions:    9884/  10000 (98.84%), best:    9906/10000 (99.06%), error:       391.26440, best error:       305.20175 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 383.1617431641s, input_fired_time: 7.5159077644, output_fired_time: 5.6627445221, propagate_forward_time: 133.9105072021, propagate_backward_time: 228.8941955566, weight_update_time: 0.3891488314, other_time: 7.1783905029
epoch time: 29.1145839691s, input_fired_time: 0.8853324652, output_fired_time: 0.0000000000, propagate_forward_time: 26.9144821167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3147697449
validation[          , genome 18413] predictions:    9884/  10000 (98.84%), best:    9906/10000 (99.06%), error:       357.85278, best error:       305.20175 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 379.9216003418s, input_fired_time: 7.3853173256, output_fired_time: 5.6095709801, propagate_forward_time: 132.7138366699, propagate_backward_time: 227.1437835693, weight_update_time: 0.3898209333, other_time: 7.0691070557
epoch time: 28.6207027435s, input_fired_time: 0.8215611577, output_fired_time: 0.0000000000, propagate_forward_time: 26.5373420715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2617988586
validation[          , genome 18413] predictions:    9897/  10000 (98.97%), best:    9906/10000 (99.06%), error:       354.48984, best error:       305.20175 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 380.4075317383s, input_fired_time: 7.4683313370, output_fired_time: 5.6158094406, propagate_forward_time: 132.9590759277, propagate_backward_time: 227.2537078857, weight_update_time: 0.3907410204, other_time: 7.1106109619
epoch time: 28.6423435211s, input_fired_time: 0.8361414075, output_fired_time: 0.0000000000, propagate_forward_time: 26.5203113556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2858905792
validation[          , genome 18413] predictions:    9902/  10000 (99.02%), best:    9906/10000 (99.06%), error:       327.20819, best error:       305.20175 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 383.2782592773s, input_fired_time: 7.5093646049, output_fired_time: 5.6565279961, propagate_forward_time: 134.0860595703, propagate_backward_time: 228.9785461426, weight_update_time: 0.3835930228, other_time: 7.0477600098
epoch time: 28.9364929199s, input_fired_time: 0.8600479364, output_fired_time: 0.0000000000, propagate_forward_time: 26.7413177490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3351268768
validation[          , genome 18413] predictions:    9891/  10000 (98.91%), best:    9906/10000 (99.06%), error:       330.79257, best error:       305.20175 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 381.7684936523s, input_fired_time: 7.5065617561, output_fired_time: 5.6481251717, propagate_forward_time: 133.5223541260, propagate_backward_time: 227.8992614746, weight_update_time: 0.3944803476, other_time: 7.1921844482
epoch time: 28.5273609161s, input_fired_time: 0.8487550616, output_fired_time: 0.0000000000, propagate_forward_time: 26.4313869476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2472190857
validation[          , genome 18413] predictions:    9883/  10000 (98.83%), best:    9906/10000 (99.06%), error:       387.26212, best error:       305.20175 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 380.5810546875s, input_fired_time: 7.4628629684, output_fired_time: 5.6129560471, propagate_forward_time: 133.0507354736, propagate_backward_time: 227.4111633301, weight_update_time: 0.3873142004, other_time: 7.0433502197
epoch time: 28.5362815857s, input_fired_time: 0.8313260078, output_fired_time: 0.0000000000, propagate_forward_time: 26.4624671936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2424888611
validation[          , genome 18413] predictions:    9895/  10000 (98.95%), best:    9906/10000 (99.06%), error:       346.00323, best error:       305.20175 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 383.3188781738s, input_fired_time: 7.5286998749, output_fired_time: 5.6786375046, propagate_forward_time: 133.9877166748, propagate_backward_time: 228.8076934814, weight_update_time: 0.3901444376, other_time: 7.3161315918
epoch time: 29.2475490570s, input_fired_time: 0.8745692372, output_fired_time: 0.0000000000, propagate_forward_time: 27.0193290710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3536510468
validation[          , genome 18413] predictions:    9907/  10000 (99.07%), best:    9906/10000 (99.06%), error:       322.82248, best error:       305.20175 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 380.0818176270s, input_fired_time: 7.4012227058, output_fired_time: 5.6240944862, propagate_forward_time: 132.7367248535, propagate_backward_time: 227.3101501465, weight_update_time: 0.3849473298, other_time: 7.0096435547
epoch time: 28.5775432587s, input_fired_time: 0.8333795667, output_fired_time: 0.0000000000, propagate_forward_time: 26.4507198334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2934436798
validation[          , genome 18413] predictions:    9911/  10000 (99.11%), best:    9906/10000 (99.06%), error:       329.91241, best error:       305.20175 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 380.9182739258s, input_fired_time: 7.3804664612, output_fired_time: 5.6113862991, propagate_forward_time: 133.0844268799, propagate_backward_time: 227.9134979248, weight_update_time: 0.3832945228, other_time: 6.9284973145
epoch time: 28.5598201752s, input_fired_time: 0.8332964182, output_fired_time: 0.0000000000, propagate_forward_time: 26.4854583740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2410659790
validation[          , genome 18413] predictions:    9899/  10000 (98.99%), best:    9906/10000 (99.06%), error:       346.20581, best error:       305.20175 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 382.1744079590s, input_fired_time: 7.4966683388, output_fired_time: 5.6493654251, propagate_forward_time: 133.6873931885, propagate_backward_time: 228.2418518066, weight_update_time: 0.3866347969, other_time: 7.0991363525
epoch time: 28.7775516510s, input_fired_time: 0.8511891365, output_fired_time: 0.0000000000, propagate_forward_time: 26.5978755951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3284873962
validation[          , genome 18413] predictions:    9914/  10000 (99.14%), best:    9906/10000 (99.06%), error:       311.40567, best error:       305.20175 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 379.4608154297s, input_fired_time: 7.3553376198, output_fired_time: 5.6295328140, propagate_forward_time: 132.6988220215, propagate_backward_time: 226.8580322266, weight_update_time: 0.3824010193, other_time: 6.9190673828
epoch time: 28.9389438629s, input_fired_time: 0.9042065144, output_fired_time: 0.0000000000, propagate_forward_time: 26.7751331329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2596035004
validation[          , genome 18413] predictions:    9902/  10000 (99.02%), best:    9906/10000 (99.06%), error:       325.19186, best error:       305.20175 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 389.8819580078s, input_fired_time: 7.7471299171, output_fired_time: 5.8378391266, propagate_forward_time: 136.2073669434, propagate_backward_time: 232.7003021240, weight_update_time: 0.4024107456, other_time: 7.3893280029
epoch time: 31.4600524902s, input_fired_time: 0.9515743256, output_fired_time: 0.0000000000, propagate_forward_time: 29.0193023682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4891757965
validation[          , genome 18413] predictions:    9902/  10000 (99.02%), best:    9906/10000 (99.06%), error:       326.61829, best error:       305.20175 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 386.1817321777s, input_fired_time: 7.5966606140, output_fired_time: 5.7590041161, propagate_forward_time: 134.7352600098, propagate_backward_time: 230.7915954590, weight_update_time: 0.3981348872, other_time: 7.2992248535
epoch time: 28.8599700928s, input_fired_time: 0.8512422442, output_fired_time: 0.0000000000, propagate_forward_time: 26.7020874023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3066406250
validation[          , genome 18413] predictions:    9901/  10000 (99.01%), best:    9906/10000 (99.06%), error:       325.14188, best error:       305.20175 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 381.0745544434s, input_fired_time: 7.4264211655, output_fired_time: 5.6766314507, propagate_forward_time: 133.2346038818, propagate_backward_time: 227.7530364990, weight_update_time: 0.3845222890, other_time: 6.9838562012
epoch time: 29.3636207581s, input_fired_time: 0.9103678465, output_fired_time: 0.0000000000, propagate_forward_time: 27.0405082703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4127445221
validation[          , genome 18413] predictions:    9909/  10000 (99.09%), best:    9906/10000 (99.06%), error:       305.99664, best error:       305.20175 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 395.7657165527s, input_fired_time: 7.7963385582, output_fired_time: 5.8762650490, propagate_forward_time: 138.2940979004, propagate_backward_time: 236.4681701660, weight_update_time: 0.3994956613, other_time: 7.3308715820
epoch time: 29.9489631653s, input_fired_time: 0.8989341855, output_fired_time: 0.0000000000, propagate_forward_time: 27.7148551941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3351745605
validation[          , genome 18413] predictions:    9914/  10000 (99.14%), best:    9906/10000 (99.06%), error:       306.27826, best error:       305.20175 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 384.0740966797s, input_fired_time: 7.5225481987, output_fired_time: 5.7133474350, propagate_forward_time: 134.1088256836, propagate_backward_time: 229.7171173096, weight_update_time: 0.3932446837, other_time: 7.0122528076
epoch time: 28.6664161682s, input_fired_time: 0.8390759826, output_fired_time: 0.0000000000, propagate_forward_time: 26.5492763519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2780647278
validation[          , genome 18413] predictions:    9902/  10000 (99.02%), best:    9906/10000 (99.06%), error:       328.08353, best error:       305.20175 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 385.2093505859s, input_fired_time: 7.5309505463, output_fired_time: 5.7002797127, propagate_forward_time: 134.4984436035, propagate_backward_time: 230.1420135498, weight_update_time: 0.4012252986, other_time: 7.3376617432
epoch time: 30.0621051788s, input_fired_time: 0.8978518248, output_fired_time: 0.0000000000, propagate_forward_time: 27.7074203491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4568328857
validation[          , genome 18413] predictions:    9903/  10000 (99.03%), best:    9906/10000 (99.06%), error:       333.37830, best error:       305.20175 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 390.6376342773s, input_fired_time: 7.7844204903, output_fired_time: 5.8397002220, propagate_forward_time: 136.2513580322, propagate_backward_time: 233.1520233154, weight_update_time: 0.4065142572, other_time: 7.6101379395
epoch time: 28.9183883667s, input_fired_time: 0.8614519835, output_fired_time: 0.0000000000, propagate_forward_time: 26.6779708862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3789653778
validation[          , genome 18413] predictions:    9900/  10000 (99.00%), best:    9906/10000 (99.06%), error:       321.92456, best error:       305.20175 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 381.3217773438s, input_fired_time: 7.4081721306, output_fired_time: 5.6619520187, propagate_forward_time: 133.1532897949, propagate_backward_time: 228.1256103516, weight_update_time: 0.3848570287, other_time: 6.9727478027
epoch time: 28.7159328461s, input_fired_time: 0.8547911644, output_fired_time: 0.0000000000, propagate_forward_time: 26.5804672241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2806739807
validation[          , genome 18413] predictions:    9901/  10000 (99.01%), best:    9906/10000 (99.06%), error:       328.88156, best error:       305.20175 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 383.2248229980s, input_fired_time: 7.4784069061, output_fired_time: 5.6866831779, propagate_forward_time: 133.7946472168, propagate_backward_time: 229.2061462402, weight_update_time: 0.3872967362, other_time: 7.0589599609
epoch time: 28.5969028473s, input_fired_time: 0.8454319835, output_fired_time: 0.0000000000, propagate_forward_time: 26.4997901917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2516803741
validation[          , genome 18413] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       295.53995, best error:       295.53995 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 381.0141906738s, input_fired_time: 7.4539008141, output_fired_time: 5.6212353706, propagate_forward_time: 133.1625823975, propagate_backward_time: 227.8524780273, weight_update_time: 0.3832480907, other_time: 6.9239959717
epoch time: 30.4279022217s, input_fired_time: 0.9341492653, output_fired_time: 0.0000000000, propagate_forward_time: 28.0389575958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4547958374
validation[          , genome 18413] predictions:    9899/  10000 (98.99%), best:    9911/10000 (99.11%), error:       325.01752, best error:       295.53995 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 380.0229797363s, input_fired_time: 7.3731570244, output_fired_time: 5.6375827789, propagate_forward_time: 132.7770080566, propagate_backward_time: 227.3854980469, weight_update_time: 0.3828471005, other_time: 6.8497314453
epoch time: 28.5956802368s, input_fired_time: 0.8402823210, output_fired_time: 0.0000000000, propagate_forward_time: 26.5100193024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2453784943
validation[          , genome 18413] predictions:    9913/  10000 (99.13%), best:    9911/10000 (99.11%), error:       310.03961, best error:       295.53995 on epoch:    87, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 382.4021301270s, input_fired_time: 7.4271597862, output_fired_time: 5.7232542038, propagate_forward_time: 133.5864868164, propagate_backward_time: 228.7649078369, weight_update_time: 0.3833158910, other_time: 6.9003143311
epoch time: 30.0450286865s, input_fired_time: 0.8848673105, output_fired_time: 0.0000000000, propagate_forward_time: 27.7076492310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4525127411
validation[          , genome 18413] predictions:    9899/  10000 (98.99%), best:    9911/10000 (99.11%), error:       324.59885, best error:       295.53995 on epoch:    87, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 389.7429504395s, input_fired_time: 7.7393980026, output_fired_time: 5.7578845024, propagate_forward_time: 136.1340332031, propagate_backward_time: 232.8374481201, weight_update_time: 0.3951406181, other_time: 7.2741851807
epoch time: 30.4451255798s, input_fired_time: 0.9306699038, output_fired_time: 0.0000000000, propagate_forward_time: 28.0619964600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4524593353
validation[          , genome 18413] predictions:    9916/  10000 (99.16%), best:    9911/10000 (99.11%), error:       300.75790, best error:       295.53995 on epoch:    87, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 380.2567749023s, input_fired_time: 7.4733448029, output_fired_time: 5.6097245216, propagate_forward_time: 132.7668457031, propagate_backward_time: 227.5488586426, weight_update_time: 0.3880605102, other_time: 6.8580017090
epoch time: 29.1398830414s, input_fired_time: 0.8664654493, output_fired_time: 0.0000000000, propagate_forward_time: 26.9792327881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2941856384
validation[          , genome 18413] predictions:    9910/  10000 (99.10%), best:    9911/10000 (99.11%), error:       317.92197, best error:       295.53995 on epoch:    87, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 394.3508911133s, input_fired_time: 7.9450516701, output_fired_time: 5.8559813499, propagate_forward_time: 137.7066345215, propagate_backward_time: 235.2942810059, weight_update_time: 0.4005729556, other_time: 7.5489501953
epoch time: 28.8323802948s, input_fired_time: 0.8542208672, output_fired_time: 0.0000000000, propagate_forward_time: 26.6976375580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2805213928
validation[          , genome 18413] predictions:    9902/  10000 (99.02%), best:    9911/10000 (99.11%), error:       304.59930, best error:       295.53995 on epoch:    87, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 395.4519348145s, input_fired_time: 8.0292358398, output_fired_time: 5.8902225494, propagate_forward_time: 138.1586914063, propagate_backward_time: 235.7209625244, weight_update_time: 0.4054694176, other_time: 7.6528167725
epoch time: 28.5823116302s, input_fired_time: 0.8412470222, output_fired_time: 0.0000000000, propagate_forward_time: 26.4636592865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2774047852
validation[          , genome 18413] predictions:    9894/  10000 (98.94%), best:    9911/10000 (99.11%), error:       348.12436, best error:       295.53995 on epoch:    87, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 389.7890930176s, input_fired_time: 7.7783155441, output_fired_time: 5.7651462555, propagate_forward_time: 136.4111175537, propagate_backward_time: 232.5641021729, weight_update_time: 0.3973737359, other_time: 7.2704162598
epoch time: 28.6173725128s, input_fired_time: 0.8381636143, output_fired_time: 0.0000000000, propagate_forward_time: 26.5320644379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2471446991
validation[          , genome 18413] predictions:    9899/  10000 (98.99%), best:    9911/10000 (99.11%), error:       337.15662, best error:       295.53995 on epoch:    87, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 389.1312255859s, input_fired_time: 7.7938952446, output_fired_time: 5.7503676414, propagate_forward_time: 135.7617034912, propagate_backward_time: 232.5209197998, weight_update_time: 0.3958408237, other_time: 7.3043518066
epoch time: 28.6697196960s, input_fired_time: 0.8421989679, output_fired_time: 0.0000000000, propagate_forward_time: 26.5772724152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2502479553
validation[          , genome 18413] predictions:    9905/  10000 (99.05%), best:    9911/10000 (99.11%), error:       310.48889, best error:       295.53995 on epoch:    87, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 403.7665405273s, input_fired_time: 8.2266349792, output_fired_time: 5.9554262161, propagate_forward_time: 140.7378997803, propagate_backward_time: 240.8854675293, weight_update_time: 0.4136388600, other_time: 7.9611358643
epoch time: 28.6125202179s, input_fired_time: 0.8380826116, output_fired_time: 0.0000000000, propagate_forward_time: 26.4851627350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2892742157
validation[          , genome 18413] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       324.78925, best error:       295.53995 on epoch:    87, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 397.8992004395s, input_fired_time: 8.0695543289, output_fired_time: 5.9381046295, propagate_forward_time: 138.9380493164, propagate_backward_time: 237.2079620361, weight_update_time: 0.4066987634, other_time: 7.7455291748
epoch time: 31.8060073853s, input_fired_time: 1.0217695236, output_fired_time: 0.0000000000, propagate_forward_time: 29.2270450592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5571918488
validation[          , genome 18413] predictions:    9897/  10000 (98.97%), best:    9911/10000 (99.11%), error:       338.53900, best error:       295.53995 on epoch:    87, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 382.3311157227s, input_fired_time: 7.5390753746, output_fired_time: 5.6342430115, propagate_forward_time: 133.6800537109, propagate_backward_time: 228.4549102783, weight_update_time: 0.3930756152, other_time: 7.0228424072
epoch time: 28.6007041931s, input_fired_time: 0.8388350010, output_fired_time: 0.0000000000, propagate_forward_time: 26.5125427246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2493267059
validation[          , genome 18413] predictions:    9913/  10000 (99.13%), best:    9911/10000 (99.11%), error:       303.04501, best error:       295.53995 on epoch:    87, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 393.4167480469s, input_fired_time: 7.8794798851, output_fired_time: 5.8312273026, propagate_forward_time: 137.2738037109, propagate_backward_time: 234.9797668457, weight_update_time: 0.3992862999, other_time: 7.4524536133
epoch time: 28.7957839966s, input_fired_time: 0.8581405878, output_fired_time: 0.0000000000, propagate_forward_time: 26.6502876282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2873554230
validation[          , genome 18413] predictions:    9910/  10000 (99.10%), best:    9911/10000 (99.11%), error:       301.92407, best error:       295.53995 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: 153.7595062256s, input_fired_time: 4.7240366936, output_fired_time: 0.0000000000, propagate_forward_time: 141.6194000244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.4160766602
best training[          , genome 18413] predictions:   49996/  50000 (99.99%), best:    9911/10000 (99.11%), error:       162.67493, best error:       295.53995 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: 30.6957950592s, input_fired_time: 0.9392049909, output_fired_time: 0.0000000000, propagate_forward_time: 28.2534580231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5031318665
   testing[          , genome 18413] predictions:    9900/  10000 (99.00%), best:    9911/10000 (99.11%), error:       298.08630, best error:       295.53995 on epoch:    87, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:31:58 (10452): called boinc_finish(0)

</stderr_txt>
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